Notebooks Classificador
@@ -0,0 +1,227 @@
|
||||
{
|
||||
"run_name": "p0_ddpm",
|
||||
"config": {
|
||||
"run_name": "p0_ddpm",
|
||||
"model": "ddpm",
|
||||
"image_size": 64,
|
||||
"base_ch": 128,
|
||||
"T": 1000,
|
||||
"beta_start": 0.0001,
|
||||
"beta_end": 0.02,
|
||||
"dropout": 0.1,
|
||||
"epochs": 200,
|
||||
"batch_size": 64,
|
||||
"lr": 0.0001,
|
||||
"data_dir": "data",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"sample_steps": 100
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
0.1083670402598432,
|
||||
0.04629855174332475,
|
||||
0.03927792408543392,
|
||||
0.03648682562315948,
|
||||
0.034014404620020054,
|
||||
0.03234251832159666,
|
||||
0.030846774018902935,
|
||||
0.030006713196078044,
|
||||
0.03014388835280497,
|
||||
0.02850124903787405,
|
||||
0.028395157695437472,
|
||||
0.027885630450203504,
|
||||
0.027339542316447977,
|
||||
0.027508525955928568,
|
||||
0.02726412267408246,
|
||||
0.026637520621188432,
|
||||
0.027042127676053435,
|
||||
0.02702308123589008,
|
||||
0.027003993411572315,
|
||||
0.025956713819366872,
|
||||
0.026461017499160435,
|
||||
0.026138577759504702,
|
||||
0.02589148448772219,
|
||||
0.025798799915828258,
|
||||
0.025888724787893076,
|
||||
0.026004614308476448,
|
||||
0.02490535442932294,
|
||||
0.025254002792171687,
|
||||
0.025024926007335257,
|
||||
0.02529874118243973,
|
||||
0.02479060086158988,
|
||||
0.025004531465805113,
|
||||
0.02481336768469813,
|
||||
0.024719654377470285,
|
||||
0.02482008694822335,
|
||||
0.024336259418095533,
|
||||
0.025327550165721368,
|
||||
0.024988760037395436,
|
||||
0.024449641408366907,
|
||||
0.024988751213711042,
|
||||
0.024216544261186294,
|
||||
0.024626739183838807,
|
||||
0.02405230538187246,
|
||||
0.02450195714457231,
|
||||
0.024484938772745494,
|
||||
0.024367860245765146,
|
||||
0.024223141513494216,
|
||||
0.024255985758291222,
|
||||
0.024372014694680005,
|
||||
0.02413457283614856,
|
||||
0.023963905616193756,
|
||||
0.02441367820207762,
|
||||
0.02433791215945449,
|
||||
0.02456985757105116,
|
||||
0.02404512893050336,
|
||||
0.024265815064104065,
|
||||
0.023772775438319668,
|
||||
0.024229186833796337,
|
||||
0.023757771352051288,
|
||||
0.024260703422543075,
|
||||
0.023852092454719365,
|
||||
0.02406276131852761,
|
||||
0.023678840800689962,
|
||||
0.023432825142756488,
|
||||
0.02385735059252534,
|
||||
0.02377281899755009,
|
||||
0.02348707383299549,
|
||||
0.02369726858396306,
|
||||
0.023631208038960513,
|
||||
0.02311639924151584,
|
||||
0.02383487479777163,
|
||||
0.023870027238009576,
|
||||
0.023441708230803538,
|
||||
0.024035497753618237,
|
||||
0.02300195097246677,
|
||||
0.023707804898930412,
|
||||
0.023455506710049052,
|
||||
0.023611091168867983,
|
||||
0.024028617561333135,
|
||||
0.0232626189215061,
|
||||
0.023289684098787032,
|
||||
0.02343361178198113,
|
||||
0.023422238150309038,
|
||||
0.0232180315348455,
|
||||
0.023305013184793867,
|
||||
0.02392511722894433,
|
||||
0.02336770045555109,
|
||||
0.02318744173942086,
|
||||
0.02320095007586428,
|
||||
0.02295187271685682,
|
||||
0.0233883468581475,
|
||||
0.02344029073794492,
|
||||
0.02342299423697922,
|
||||
0.023732792942299165,
|
||||
0.023115517183517415,
|
||||
0.023331191981784426,
|
||||
0.02352578725076766,
|
||||
0.0230310578396719,
|
||||
0.02284456534573856,
|
||||
0.02327608281913667,
|
||||
0.02291412464876333,
|
||||
0.02318612803728917,
|
||||
0.023585573692495625,
|
||||
0.022689972158409972,
|
||||
0.023414890062955454,
|
||||
0.02354874097320259,
|
||||
0.023317397044748705,
|
||||
0.022987709951817863,
|
||||
0.02321497991314938,
|
||||
0.023314894041699223,
|
||||
0.02330707421956154,
|
||||
0.023357170003139947,
|
||||
0.023417106554962885,
|
||||
0.023055344092675574,
|
||||
0.022828684811297264,
|
||||
0.022907353412264433,
|
||||
0.022932124652493842,
|
||||
0.02278750507821703,
|
||||
0.022915415256881178,
|
||||
0.023283357745928004,
|
||||
0.022942685305228472,
|
||||
0.02283522265796096,
|
||||
0.02293384290085389,
|
||||
0.023348970316812143,
|
||||
0.023261155360020123,
|
||||
0.022875425483410556,
|
||||
0.023388160398612037,
|
||||
0.02314243713616688,
|
||||
0.023365848144500427,
|
||||
0.022828353748012047,
|
||||
0.022968567352598675,
|
||||
0.023286700292498384,
|
||||
0.022814179418417506,
|
||||
0.02317798297263236,
|
||||
0.022502902497211073,
|
||||
0.022226932952100903,
|
||||
0.022558437107114963,
|
||||
0.023172160780702073,
|
||||
0.0226754893321926,
|
||||
0.02281457268529468,
|
||||
0.023307094891738687,
|
||||
0.022783862096536107,
|
||||
0.022608044509513255,
|
||||
0.02264707699481748,
|
||||
0.0228006450427521,
|
||||
0.022862335525723733,
|
||||
0.023164480990276504,
|
||||
0.022886841307179287,
|
||||
0.02281724872927253,
|
||||
0.0224764158244794,
|
||||
0.02299271177691527,
|
||||
0.022401189933029506,
|
||||
0.022301576679381423,
|
||||
0.023051011495483227,
|
||||
0.022674021506124836,
|
||||
0.023254253867711138,
|
||||
0.022600062249196518,
|
||||
0.022994125096732352,
|
||||
0.023044346577018246,
|
||||
0.022450523532560874,
|
||||
0.022708959248649258,
|
||||
0.022672621071593374,
|
||||
0.0226655634951929,
|
||||
0.02268093158530756,
|
||||
0.0231474475023679,
|
||||
0.023222818055277705,
|
||||
0.02250314637238526,
|
||||
0.022926766914912522,
|
||||
0.02281918561157699,
|
||||
0.022894049795646954,
|
||||
0.022437431771929067,
|
||||
0.022276719749515127,
|
||||
0.023031598454516414,
|
||||
0.022932796695261683,
|
||||
0.02267399260129493,
|
||||
0.022674424667309366,
|
||||
0.022683103929042943,
|
||||
0.0230639888268187,
|
||||
0.022548409081342764,
|
||||
0.022087385764536567,
|
||||
0.021826119812874075,
|
||||
0.022922894372166987,
|
||||
0.022938080926019795,
|
||||
0.02203184187523702,
|
||||
0.022286941173971973,
|
||||
0.0225165595069655,
|
||||
0.022823427537153673,
|
||||
0.022163119194949538,
|
||||
0.02246519502522981,
|
||||
0.022458927598423682,
|
||||
0.02173858560804819,
|
||||
0.022764349513504114,
|
||||
0.022648208464185398,
|
||||
0.021945582256994695,
|
||||
0.022437607624735206,
|
||||
0.022418903443628013,
|
||||
0.02227352012314985,
|
||||
0.022173316878640752,
|
||||
0.022317954088346317,
|
||||
0.02246333107463697
|
||||
]
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,127 @@
|
||||
{
|
||||
"run_name": "p0_ddpm_small",
|
||||
"config": {
|
||||
"run_name": "p0_ddpm_small",
|
||||
"model": "ddpm",
|
||||
"image_size": 64,
|
||||
"base_ch": 64,
|
||||
"T": 1000,
|
||||
"beta_start": 0.0001,
|
||||
"beta_end": 0.02,
|
||||
"dropout": 0.1,
|
||||
"epochs": 100,
|
||||
"batch_size": 64,
|
||||
"lr": 0.0002,
|
||||
"data_dir": "data",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 0.2,
|
||||
"sample_interval": 10,
|
||||
"sample_steps": 100
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
0.2678032471768318,
|
||||
0.09589410829608158,
|
||||
0.07335762967986445,
|
||||
0.0649665344546559,
|
||||
0.05737644754430299,
|
||||
0.052905762227632665,
|
||||
0.04984104056512156,
|
||||
0.0454951891655563,
|
||||
0.04398588173251639,
|
||||
0.044020078775863496,
|
||||
0.04207056302136632,
|
||||
0.04043278923278214,
|
||||
0.039955350660508676,
|
||||
0.03724756500413341,
|
||||
0.03665647719816495,
|
||||
0.038215308159749994,
|
||||
0.036488514173255174,
|
||||
0.035779101073101005,
|
||||
0.035255871212450406,
|
||||
0.036489000984577726,
|
||||
0.03383178988932281,
|
||||
0.03419857377046218,
|
||||
0.033235303496801726,
|
||||
0.033483810442429714,
|
||||
0.031014470643894648,
|
||||
0.03326657182106408,
|
||||
0.031699600939949356,
|
||||
0.03173744650457495,
|
||||
0.0322553291315994,
|
||||
0.03234702623098768,
|
||||
0.03161054465078538,
|
||||
0.030852873198768144,
|
||||
0.03200384822263513,
|
||||
0.031742659808006335,
|
||||
0.030217854826841303,
|
||||
0.031679999583991626,
|
||||
0.029489911351633327,
|
||||
0.028711399854591455,
|
||||
0.029677809045840334,
|
||||
0.030612801151570453,
|
||||
0.029807658155038153,
|
||||
0.030668188747699544,
|
||||
0.02895499796917041,
|
||||
0.028708126405955003,
|
||||
0.029014079511085505,
|
||||
0.0281836397905824,
|
||||
0.029067626433266748,
|
||||
0.028298665388857804,
|
||||
0.027657570247288033,
|
||||
0.027329172037782207,
|
||||
0.027731550667154534,
|
||||
0.028330990283559728,
|
||||
0.029598585159708094,
|
||||
0.028600716683012183,
|
||||
0.028036352287056625,
|
||||
0.0285629206487248,
|
||||
0.02861545857803155,
|
||||
0.027790598511215178,
|
||||
0.028236197407848093,
|
||||
0.026964312299124656,
|
||||
0.027373770281912818,
|
||||
0.027388963888409317,
|
||||
0.029223351749361203,
|
||||
0.02739422419859517,
|
||||
0.02748733340331944,
|
||||
0.027431275315021954,
|
||||
0.02745134727929228,
|
||||
0.028024198807856088,
|
||||
0.02867266363514367,
|
||||
0.026144217199055096,
|
||||
0.026972133546106277,
|
||||
0.027528228488580515,
|
||||
0.027562430388824916,
|
||||
0.027393175549404597,
|
||||
0.0265277804286089,
|
||||
0.025383217280269953,
|
||||
0.027007741653310356,
|
||||
0.025879052337459338,
|
||||
0.026285308823790602,
|
||||
0.026477108579329264,
|
||||
0.028581748666462077,
|
||||
0.026456236048170958,
|
||||
0.02589529524407079,
|
||||
0.026571117862257906,
|
||||
0.026034350496947124,
|
||||
0.0268421945592729,
|
||||
0.027832103742947503,
|
||||
0.02694581709401582,
|
||||
0.027404129525185915,
|
||||
0.026766230872962423,
|
||||
0.02709349239825882,
|
||||
0.027885750516928653,
|
||||
0.02651280081600592,
|
||||
0.026352581538019643,
|
||||
0.026670256619571998,
|
||||
0.0255209504656734,
|
||||
0.026436442599421548,
|
||||
0.02504222024913116,
|
||||
0.025400650226861558,
|
||||
0.027037389025652923
|
||||
]
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,430 @@
|
||||
{
|
||||
"run_name": "p0_vae",
|
||||
"config": {
|
||||
"run_name": "p0_vae",
|
||||
"model": "vae",
|
||||
"image_size": 64,
|
||||
"latent_dim": 256,
|
||||
"epochs": 100,
|
||||
"batch_size": 64,
|
||||
"lr": 0.0005,
|
||||
"beta": 1.0,
|
||||
"perceptual_weight": 0.1,
|
||||
"data_dir": "data",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 5
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
4.250324185587402,
|
||||
4.134648546194419,
|
||||
4.094182982913449,
|
||||
4.063824407565288,
|
||||
4.0326321787304344,
|
||||
4.003465635654254,
|
||||
3.974764764818371,
|
||||
3.9508974959707666,
|
||||
3.9271021245891213,
|
||||
3.906269828478495,
|
||||
3.8868031960267286,
|
||||
3.8682583764068084,
|
||||
3.8515498037012215,
|
||||
3.8359983634744954,
|
||||
3.8221397761605744,
|
||||
3.809864979523879,
|
||||
3.798683610227373,
|
||||
3.78772361512877,
|
||||
3.7773428635719495,
|
||||
3.768211925131643,
|
||||
3.759337167454581,
|
||||
3.7517892585860357,
|
||||
3.743788587231921,
|
||||
3.735912532887907,
|
||||
3.7286843754287458,
|
||||
3.7223885329360638,
|
||||
3.715175391262413,
|
||||
3.7087125569327264,
|
||||
3.7038757984454813,
|
||||
3.6965429665695906,
|
||||
3.691004909001864,
|
||||
3.6857250995106168,
|
||||
3.6793667913502097,
|
||||
3.6750445773458886,
|
||||
3.6694462722183294,
|
||||
3.664994449696989,
|
||||
3.659889499346415,
|
||||
3.6559000580738754,
|
||||
3.651372315537216,
|
||||
3.6471689791760893,
|
||||
3.6424113588455396,
|
||||
3.637727607519199,
|
||||
3.6339953450056224,
|
||||
3.6298532022370233,
|
||||
3.6273992504829016,
|
||||
3.623114150304061,
|
||||
3.619541567614955,
|
||||
3.6168203715585237,
|
||||
3.6138987872335644,
|
||||
3.608925356824174,
|
||||
3.6048866056988382,
|
||||
3.6027798637365684,
|
||||
3.600335784447499,
|
||||
3.595807208464696,
|
||||
3.5932340413077264,
|
||||
3.5909022021497417,
|
||||
3.588857959987771,
|
||||
3.586156122195415,
|
||||
3.582110808445857,
|
||||
3.5804258804036,
|
||||
3.578975318843483,
|
||||
3.5756211387805448,
|
||||
3.5734891743741484,
|
||||
3.5706143093924236,
|
||||
3.5675539843037596,
|
||||
3.565658889265142,
|
||||
3.56276819950495,
|
||||
3.5605046489299874,
|
||||
3.559286260197305,
|
||||
3.5578912598455052,
|
||||
3.5546631288324666,
|
||||
3.553219128368247,
|
||||
3.5495453558416448,
|
||||
3.5479163568244023,
|
||||
3.546648928752312,
|
||||
3.5447635762711878,
|
||||
3.5432754383127913,
|
||||
3.540637479378627,
|
||||
3.5402203767727585,
|
||||
3.537344281999474,
|
||||
3.5353173695058904,
|
||||
3.5337163637845945,
|
||||
3.5310573751090937,
|
||||
3.5295781304693628,
|
||||
3.5287446262490034,
|
||||
3.5265913447763166,
|
||||
3.5268727235305004,
|
||||
3.5250504770849505,
|
||||
3.5212181495805073,
|
||||
3.521022683534867,
|
||||
3.519402818292634,
|
||||
3.5169585255476146,
|
||||
3.5171003142992654,
|
||||
3.5146776891162252,
|
||||
3.5131581868880835,
|
||||
3.5116431331023192,
|
||||
3.5113982497117457,
|
||||
3.508979608360519,
|
||||
3.50840662789141,
|
||||
3.5074753414871345
|
||||
],
|
||||
"recon_loss": [
|
||||
0.08314752892360218,
|
||||
0.07855224641215088,
|
||||
0.07766621149121186,
|
||||
0.07724331894045712,
|
||||
0.07686529886455108,
|
||||
0.07642129698816018,
|
||||
0.07581346730391185,
|
||||
0.07500511466756336,
|
||||
0.07364231738078798,
|
||||
0.07157875317284185,
|
||||
0.06891512811088409,
|
||||
0.0661920348707682,
|
||||
0.06391830628530847,
|
||||
0.06201417692419556,
|
||||
0.06046784213051582,
|
||||
0.05918571319526587,
|
||||
0.0580066671817858,
|
||||
0.057031127313772835,
|
||||
0.05595446255408291,
|
||||
0.05514845847446694,
|
||||
0.05429254599616059,
|
||||
0.05357683884600798,
|
||||
0.05280969729726641,
|
||||
0.05211603768870362,
|
||||
0.051566887559353285,
|
||||
0.05080651687696958,
|
||||
0.05030167758719534,
|
||||
0.04969718606553526,
|
||||
0.04914569419323125,
|
||||
0.048616886688157536,
|
||||
0.048137954961604036,
|
||||
0.047627850459554255,
|
||||
0.047129555661072076,
|
||||
0.046656576622054614,
|
||||
0.046228237091921844,
|
||||
0.04574223620514584,
|
||||
0.04545198885612508,
|
||||
0.045023377117119796,
|
||||
0.044643198219565756,
|
||||
0.04434523899426572,
|
||||
0.04387786846735284,
|
||||
0.04364254737161418,
|
||||
0.04329113803931281,
|
||||
0.0428919303111541,
|
||||
0.04272017235525398,
|
||||
0.04239159133922086,
|
||||
0.04209632497344516,
|
||||
0.04185059678573639,
|
||||
0.04161195915478926,
|
||||
0.04135766227403258,
|
||||
0.04115677575588736,
|
||||
0.04086931493992989,
|
||||
0.04076992701261471,
|
||||
0.04041119487398965,
|
||||
0.040200370650451914,
|
||||
0.0400576183381371,
|
||||
0.039909450456691094,
|
||||
0.03970725073391556,
|
||||
0.03947478756467756,
|
||||
0.03935474883287381,
|
||||
0.03919493802624126,
|
||||
0.03901928393409038,
|
||||
0.03884959949228244,
|
||||
0.038668815770910844,
|
||||
0.03841047747554178,
|
||||
0.038346435938380725,
|
||||
0.038163057369235746,
|
||||
0.038028685718329035,
|
||||
0.03786847321714601,
|
||||
0.037713001227468,
|
||||
0.037593389065283485,
|
||||
0.03751569933807238,
|
||||
0.03734617850655674,
|
||||
0.03719269978598906,
|
||||
0.03706175414447346,
|
||||
0.0369408268115332,
|
||||
0.03681376709356012,
|
||||
0.036733934202064306,
|
||||
0.03657762347282762,
|
||||
0.036514967544657044,
|
||||
0.03640143988001296,
|
||||
0.036243789049231596,
|
||||
0.03615107964803903,
|
||||
0.035999311524260245,
|
||||
0.035903908702361785,
|
||||
0.03579426486777444,
|
||||
0.03576036798170744,
|
||||
0.03566311308556897,
|
||||
0.03552897459962684,
|
||||
0.03539964183368999,
|
||||
0.03534168970540293,
|
||||
0.03520329746728142,
|
||||
0.035151520210644625,
|
||||
0.035101048847357944,
|
||||
0.0350069641852035,
|
||||
0.03486888159989801,
|
||||
0.034861071043225944,
|
||||
0.034744354585806526,
|
||||
0.03465007174298422,
|
||||
0.03454487510901104
|
||||
],
|
||||
"kl_loss": [
|
||||
0.0159953803752218,
|
||||
0.044202877240430594,
|
||||
0.06116550275657931,
|
||||
0.07635654457327393,
|
||||
0.09037123305293229,
|
||||
0.10460591577311866,
|
||||
0.11865333892787114,
|
||||
0.13245739485336167,
|
||||
0.14517442560476115,
|
||||
0.1569571604904456,
|
||||
0.16872903736483338,
|
||||
0.18024130191049006,
|
||||
0.19072035840179166,
|
||||
0.20048105551136863,
|
||||
0.20899017826996297,
|
||||
0.21741188874738848,
|
||||
0.2247571811143659,
|
||||
0.23275449531327966,
|
||||
0.23966090094584686,
|
||||
0.24611625218620667,
|
||||
0.25281740190126956,
|
||||
0.25888903620533454,
|
||||
0.2645308631989691,
|
||||
0.27056845175659555,
|
||||
0.27532415525016624,
|
||||
0.28112532414941704,
|
||||
0.2858431101736859,
|
||||
0.29094230332690424,
|
||||
0.2955150889535236,
|
||||
0.3001613756402945,
|
||||
0.3049032572242949,
|
||||
0.3095898434010326,
|
||||
0.31319689776143456,
|
||||
0.3179963257832405,
|
||||
0.322185754776001,
|
||||
0.3264285368032945,
|
||||
0.3299771794396588,
|
||||
0.3337477809216222,
|
||||
0.3377718361906516,
|
||||
0.34097307831303686,
|
||||
0.3449199155737192,
|
||||
0.34790686887298894,
|
||||
0.3513057490444591,
|
||||
0.35493463105880296,
|
||||
0.35747312830808836,
|
||||
0.3610215593352277,
|
||||
0.3638480869878052,
|
||||
0.366655437864809,
|
||||
0.36968781888230234,
|
||||
0.37230672591771835,
|
||||
0.3748398758152611,
|
||||
0.37769231722395646,
|
||||
0.38097035623768455,
|
||||
0.383052895593847,
|
||||
0.38532960580454934,
|
||||
0.38812654013307685,
|
||||
0.3900898962448805,
|
||||
0.3934439178715404,
|
||||
0.3946356102824211,
|
||||
0.39688008622481274,
|
||||
0.3985537563761075,
|
||||
0.4018082413663212,
|
||||
0.4037678490082423,
|
||||
0.4062399629216928,
|
||||
0.4081735656174839,
|
||||
0.4093499289363877,
|
||||
0.4120887863075631,
|
||||
0.4140137403439253,
|
||||
0.41596079267497754,
|
||||
0.418453937348647,
|
||||
0.41991064423679286,
|
||||
0.42121546307944846,
|
||||
0.4233135558728479,
|
||||
0.4248411596203462,
|
||||
0.42699897142811716,
|
||||
0.4287081425770735,
|
||||
0.4301795422648772,
|
||||
0.4317423408994308,
|
||||
0.43337412885366344,
|
||||
0.43470359224284816,
|
||||
0.43652185428346324,
|
||||
0.43851066215170753,
|
||||
0.4411619116480534,
|
||||
0.4418926327529117,
|
||||
0.4436655201845699,
|
||||
0.4451010020242797,
|
||||
0.4460634829906317,
|
||||
0.44681531662105495,
|
||||
0.44934566471821225,
|
||||
0.4504435484608014,
|
||||
0.4513984547338934,
|
||||
0.45284434554413855,
|
||||
0.4547643432887191,
|
||||
0.45665359598958594,
|
||||
0.45710637777024865,
|
||||
0.4585863476635044,
|
||||
0.45928521460702276,
|
||||
0.46097695604603517,
|
||||
0.4617650115973929,
|
||||
0.46387570485090596
|
||||
],
|
||||
"perc_loss": [
|
||||
41.51181179437882,
|
||||
40.11893345759465,
|
||||
39.553511986365685,
|
||||
39.10224482544467,
|
||||
38.653955842694664,
|
||||
38.22438364762526,
|
||||
37.80297894763132,
|
||||
37.43434936979897,
|
||||
37.08285335801605,
|
||||
36.77733863928379,
|
||||
36.49158988039718,
|
||||
36.2182500138242,
|
||||
35.96911093312451,
|
||||
35.73503083449144,
|
||||
35.52681698758378,
|
||||
35.3326733418,
|
||||
35.15919718375573,
|
||||
34.97937949498495,
|
||||
34.817274513407654,
|
||||
34.669471732571594,
|
||||
34.52227175948966,
|
||||
34.393233368539406,
|
||||
34.26447987760234,
|
||||
34.13227987289429,
|
||||
34.01793288369464,
|
||||
33.904566475468826,
|
||||
33.79030554111187,
|
||||
33.68073015131502,
|
||||
33.592149718194946,
|
||||
33.477646607619064,
|
||||
33.37963648739024,
|
||||
33.28507361452804,
|
||||
33.19040275638939,
|
||||
33.10391625379905,
|
||||
33.01032242408166,
|
||||
32.928236337808464,
|
||||
32.844602796766495,
|
||||
32.7712886720641,
|
||||
32.689572305760834,
|
||||
32.61850610553709,
|
||||
32.536135265969826,
|
||||
32.4617814080328,
|
||||
32.3939840650966,
|
||||
32.320265892224434,
|
||||
32.27205904528626,
|
||||
32.19700959605029,
|
||||
32.13597111009125,
|
||||
32.08314285115299,
|
||||
32.02598962213239,
|
||||
31.95260914370545,
|
||||
31.88889909401918,
|
||||
31.84218183338133,
|
||||
31.785954487629425,
|
||||
31.723430678375767,
|
||||
31.677040259043377,
|
||||
31.62718008726071,
|
||||
31.58858571908413,
|
||||
31.530049095805893,
|
||||
31.480003752260128,
|
||||
31.441910014193283,
|
||||
31.412265757210236,
|
||||
31.347935664348114,
|
||||
31.308716773986816,
|
||||
31.25705478945349,
|
||||
31.209698994954426,
|
||||
31.179624773498276,
|
||||
31.12516305793045,
|
||||
31.084621735108204,
|
||||
31.05456941963261,
|
||||
31.017242786211845,
|
||||
30.97159047412057,
|
||||
30.944879160987007,
|
||||
30.88885566108247,
|
||||
30.858824599502434,
|
||||
30.825881578983406,
|
||||
30.791145471426155,
|
||||
30.762820814409828,
|
||||
30.721611569070408,
|
||||
30.702685759617733,
|
||||
30.661256769783478,
|
||||
30.62394029666216,
|
||||
30.589618682861328,
|
||||
30.53744347890218,
|
||||
30.516861418373566,
|
||||
30.49175152819381,
|
||||
30.456960311302772,
|
||||
30.450488273914043,
|
||||
30.425719966236343,
|
||||
30.363434677450066,
|
||||
30.351794434408855,
|
||||
30.326626260056454,
|
||||
30.289108406784187,
|
||||
30.271844048785347,
|
||||
30.22922993928958,
|
||||
30.210448004241684,
|
||||
30.18187862379938,
|
||||
30.172519317040077,
|
||||
30.13258263596103,
|
||||
30.119914890354515,
|
||||
30.090547162243443
|
||||
]
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,835 @@
|
||||
{
|
||||
"run_name": "p0_wgan",
|
||||
"config": {
|
||||
"run_name": "p0_wgan",
|
||||
"model": "wgan",
|
||||
"image_size": 64,
|
||||
"latent_dim": 128,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"epochs": 200,
|
||||
"batch_size": 64,
|
||||
"lr_g": 0.0001,
|
||||
"lr_d": 0.0001,
|
||||
"beta1": 0.0,
|
||||
"beta2": 0.9,
|
||||
"n_critic": 5,
|
||||
"gp_lambda": 10,
|
||||
"data_dir": "data",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
20.861786262219788,
|
||||
24.484501724569206,
|
||||
27.638709512531246,
|
||||
29.97861582193619,
|
||||
30.747561157259167,
|
||||
32.02338776221642,
|
||||
32.58458664885953,
|
||||
32.48439505976489,
|
||||
32.60738040646936,
|
||||
33.003309531089585,
|
||||
33.24444713347997,
|
||||
33.23093043025742,
|
||||
33.24205948348738,
|
||||
33.317376132704254,
|
||||
34.61083252817138,
|
||||
35.4782878435575,
|
||||
36.53802290533343,
|
||||
36.75384027937539,
|
||||
37.40440757458027,
|
||||
37.68868056729308,
|
||||
39.003664285708695,
|
||||
40.184907000289,
|
||||
40.930287255181206,
|
||||
41.812280516339165,
|
||||
43.252323949438896,
|
||||
44.134575664487656,
|
||||
44.931291221553444,
|
||||
45.39425446436955,
|
||||
45.518413951254296,
|
||||
46.378283052362946,
|
||||
47.568172291812736,
|
||||
48.945309712336616,
|
||||
50.388243675231934,
|
||||
50.95788703005538,
|
||||
52.825113280206665,
|
||||
54.260103519146256,
|
||||
54.699992840106674,
|
||||
55.44318327944503,
|
||||
56.13598096472585,
|
||||
57.308240254720054,
|
||||
58.77519280686338,
|
||||
59.568145572629746,
|
||||
60.179820125938484,
|
||||
61.30784735720382,
|
||||
62.04800804659852,
|
||||
63.70076908209385,
|
||||
65.67355463239882,
|
||||
67.33006281730457,
|
||||
68.60418007516454,
|
||||
69.44280386378622,
|
||||
70.77793149051503,
|
||||
71.9100425752819,
|
||||
73.41760413667076,
|
||||
74.51540679605598,
|
||||
75.452604782887,
|
||||
78.0290306286934,
|
||||
79.30968159080571,
|
||||
81.6189056624714,
|
||||
81.96908844841852,
|
||||
83.14590193267561,
|
||||
85.76070547511435,
|
||||
87.85846160823463,
|
||||
89.14186991178073,
|
||||
90.0450213831714,
|
||||
90.76150916988014,
|
||||
92.32169165978065,
|
||||
93.37803798251682,
|
||||
93.73559182321924,
|
||||
95.50361321930193,
|
||||
98.06297312027368,
|
||||
100.93305644825992,
|
||||
102.58422611921262,
|
||||
103.14872221661429,
|
||||
104.5206852285271,
|
||||
105.36486633822449,
|
||||
106.95519620129186,
|
||||
106.96137643471742,
|
||||
109.60918868301262,
|
||||
110.37198870406192,
|
||||
111.43057123819987,
|
||||
112.18183998368744,
|
||||
114.1453188219641,
|
||||
116.76321564372788,
|
||||
118.57912932501898,
|
||||
120.00456071511293,
|
||||
121.75296041700575,
|
||||
123.70820495409843,
|
||||
124.7461356953678,
|
||||
126.87444047846346,
|
||||
128.34590644510382,
|
||||
130.42692292042267,
|
||||
133.1212801321959,
|
||||
133.53329549284064,
|
||||
134.6670674870157,
|
||||
135.20846710857163,
|
||||
135.7633072290665,
|
||||
136.747866866935,
|
||||
138.21183105207916,
|
||||
141.35360564533462,
|
||||
143.2757459787222,
|
||||
143.69141322730954,
|
||||
144.18379667885284,
|
||||
145.65889485677084,
|
||||
148.21175534501035,
|
||||
149.56626344338443,
|
||||
150.20800259581998,
|
||||
150.77553385547083,
|
||||
151.51304365630844,
|
||||
152.34877252171182,
|
||||
152.99383108024924,
|
||||
154.3369990617801,
|
||||
155.0102022611178,
|
||||
156.3105682633881,
|
||||
157.5694733644143,
|
||||
160.06239657931857,
|
||||
162.7010110382341,
|
||||
163.5938239464393,
|
||||
164.63512857551248,
|
||||
165.91321407220303,
|
||||
166.7981478699252,
|
||||
168.27971988254123,
|
||||
168.4678201919947,
|
||||
171.6658657758664,
|
||||
173.33122484908145,
|
||||
175.36023030729376,
|
||||
175.6105014768421,
|
||||
175.98719784337231,
|
||||
176.204406184009,
|
||||
177.0283332563873,
|
||||
177.69539446708484,
|
||||
179.01333510570038,
|
||||
180.97915476611536,
|
||||
180.58325472448627,
|
||||
180.95932714348166,
|
||||
181.29422433967264,
|
||||
183.12958875476804,
|
||||
184.72860085250986,
|
||||
185.62071612757495,
|
||||
187.34349144829645,
|
||||
188.05630806164865,
|
||||
188.91328374748556,
|
||||
191.1254445915548,
|
||||
193.46458715455145,
|
||||
193.5155346536229,
|
||||
193.36818796141534,
|
||||
194.24686131925665,
|
||||
195.29775626027686,
|
||||
196.8086325164534,
|
||||
197.8473025916988,
|
||||
198.7120099842039,
|
||||
201.01687902466864,
|
||||
202.734738146138,
|
||||
203.01483610756378,
|
||||
203.7443778209197,
|
||||
204.40923987494574,
|
||||
205.957951244126,
|
||||
206.44182172595944,
|
||||
207.52170383420764,
|
||||
208.78479584261902,
|
||||
209.91720509325336,
|
||||
210.64656940688434,
|
||||
211.7385871104705,
|
||||
212.85203676142245,
|
||||
215.43744362725153,
|
||||
217.4224612244174,
|
||||
218.57217746310764,
|
||||
219.697512373965,
|
||||
220.86698065863715,
|
||||
221.4034518054408,
|
||||
221.7560550005008,
|
||||
223.57493336995444,
|
||||
223.67208334115836,
|
||||
224.73386810172317,
|
||||
226.168578645103,
|
||||
226.6503629765959,
|
||||
227.94742900489743,
|
||||
229.02756053565915,
|
||||
230.93083852784247,
|
||||
233.9660879933936,
|
||||
234.1545915522127,
|
||||
235.77698177761502,
|
||||
238.3829990941235,
|
||||
240.31401208730844,
|
||||
240.7560836922409,
|
||||
240.9462320376665,
|
||||
243.4258527837248,
|
||||
245.41892604338818,
|
||||
247.01629814734827,
|
||||
248.11878276075055,
|
||||
250.72459242078992,
|
||||
250.5925274058285,
|
||||
250.52350140433026,
|
||||
251.9943748213287,
|
||||
252.25795233962882,
|
||||
253.35346818581607,
|
||||
254.52986927521533,
|
||||
255.25971032819177,
|
||||
256.89842582767847,
|
||||
257.64977570884247,
|
||||
259.6900681715745
|
||||
],
|
||||
"c_loss": [
|
||||
-11.094487810440553,
|
||||
-12.968918835811138,
|
||||
-13.043902460530274,
|
||||
-12.723203683714576,
|
||||
-12.381025380354647,
|
||||
-11.684047953287763,
|
||||
-10.904886481089465,
|
||||
-10.52504440800756,
|
||||
-10.343131445208163,
|
||||
-10.157757118013183,
|
||||
-9.974721721910003,
|
||||
-9.812809922552512,
|
||||
-9.648554773208422,
|
||||
-9.48779460140783,
|
||||
-9.35256861356588,
|
||||
-9.245894571654818,
|
||||
-9.137809677816868,
|
||||
-9.044281771447931,
|
||||
-8.902716490244245,
|
||||
-8.837238697924166,
|
||||
-8.756545627015267,
|
||||
-8.717208363459656,
|
||||
-8.639838231832547,
|
||||
-8.595160510499246,
|
||||
-8.554713706379266,
|
||||
-8.463848097507775,
|
||||
-8.455797974676145,
|
||||
-8.391317713056873,
|
||||
-8.3552374481136,
|
||||
-8.357543099741656,
|
||||
-8.349546556391266,
|
||||
-8.302606204839853,
|
||||
-8.291382703006779,
|
||||
-8.294043176500207,
|
||||
-8.274945335204787,
|
||||
-8.272878311485313,
|
||||
-8.207685407410318,
|
||||
-8.192721331628976,
|
||||
-8.192964592856223,
|
||||
-8.161896302455512,
|
||||
-8.14710073654468,
|
||||
-8.158445111553892,
|
||||
-8.170576908853324,
|
||||
-8.166485660911624,
|
||||
-8.177774573493211,
|
||||
-8.15733466459137,
|
||||
-8.154382880732546,
|
||||
-8.182609847824791,
|
||||
-8.186987533936131,
|
||||
-8.22017425833604,
|
||||
-8.147444259610952,
|
||||
-8.178992070805307,
|
||||
-8.195840435099395,
|
||||
-8.200222732623416,
|
||||
-8.172246947400591,
|
||||
-8.180237101234937,
|
||||
-8.173259688901076,
|
||||
-8.19695118044176,
|
||||
-8.206097737438657,
|
||||
-8.219509731653407,
|
||||
-8.190714883600544,
|
||||
-8.206095539097086,
|
||||
-8.188711438015993,
|
||||
-8.200624450455361,
|
||||
-8.217389455208412,
|
||||
-8.238748331762778,
|
||||
-8.233382728211891,
|
||||
-8.23679813172063,
|
||||
-8.21735338003207,
|
||||
-8.215547685949211,
|
||||
-8.238630391593665,
|
||||
-8.227639290664948,
|
||||
-8.234513328116165,
|
||||
-8.23839012440454,
|
||||
-8.278589575311056,
|
||||
-8.26879572919291,
|
||||
-8.274233976541417,
|
||||
-8.253637050003068,
|
||||
-8.291616514503442,
|
||||
-8.312002382013526,
|
||||
-8.266745121000156,
|
||||
-8.275645991472095,
|
||||
-8.318238798369707,
|
||||
-8.331304942644566,
|
||||
-8.349434795848328,
|
||||
-8.362061607022575,
|
||||
-8.346733781160454,
|
||||
-8.338351263755408,
|
||||
-8.34393249301828,
|
||||
-8.367601214514842,
|
||||
-8.377104435364409,
|
||||
-8.338137237027158,
|
||||
-8.39384140041139,
|
||||
-8.408796421992472,
|
||||
-8.384771224983735,
|
||||
-8.431214986295778,
|
||||
-8.445121946905408,
|
||||
-8.446992207490474,
|
||||
-8.434450187846124,
|
||||
-8.410135668159555,
|
||||
-8.48167750631642,
|
||||
-8.496310178082211,
|
||||
-8.477838894852203,
|
||||
-8.470840746266216,
|
||||
-8.479202500113063,
|
||||
-8.496840595332989,
|
||||
-8.539198466040128,
|
||||
-8.540459174274377,
|
||||
-8.542675428207103,
|
||||
-8.549913498784735,
|
||||
-8.576404001570157,
|
||||
-8.600281522416658,
|
||||
-8.605355482936934,
|
||||
-8.622181242245889,
|
||||
-8.597806969208598,
|
||||
-8.571050169172448,
|
||||
-8.609266292997924,
|
||||
-8.619782570131813,
|
||||
-8.637454705054944,
|
||||
-8.651245410829526,
|
||||
-8.63545006106043,
|
||||
-8.691114932043936,
|
||||
-8.66252594401694,
|
||||
-8.693110690055752,
|
||||
-8.695641701038065,
|
||||
-8.69497519288308,
|
||||
-8.729152616883946,
|
||||
-8.697003765289612,
|
||||
-8.701670956255027,
|
||||
-8.703311920522616,
|
||||
-8.757379066638453,
|
||||
-8.71831601063411,
|
||||
-8.755279973021944,
|
||||
-8.764256343780419,
|
||||
-8.756535425247288,
|
||||
-8.778082993703011,
|
||||
-8.806118020033223,
|
||||
-8.802030087026772,
|
||||
-8.790422684107075,
|
||||
-8.827815474200454,
|
||||
-8.827415256826287,
|
||||
-8.788371637947531,
|
||||
-8.807510222838475,
|
||||
-8.815038907935477,
|
||||
-8.838455163617416,
|
||||
-8.836638889964835,
|
||||
-8.874543673360455,
|
||||
-8.898043274268124,
|
||||
-8.891177387675672,
|
||||
-8.883867200928881,
|
||||
-8.90945321688285,
|
||||
-8.892611440124677,
|
||||
-8.90081204899356,
|
||||
-8.974737249582242,
|
||||
-8.995877582089511,
|
||||
-8.978011010039573,
|
||||
-8.964765571121479,
|
||||
-8.94833901672281,
|
||||
-8.994697517003772,
|
||||
-9.007170154090632,
|
||||
-9.004492255051932,
|
||||
-9.03283164898554,
|
||||
-9.010524407003674,
|
||||
-9.029367656432662,
|
||||
-9.008184736916148,
|
||||
-9.081891494021455,
|
||||
-9.031249945082209,
|
||||
-9.01580849060645,
|
||||
-9.05710388768433,
|
||||
-9.092489253150092,
|
||||
-9.102805704642568,
|
||||
-9.079633062415649,
|
||||
-9.122125975392832,
|
||||
-9.102067274415598,
|
||||
-9.122229276763068,
|
||||
-9.113823464894915,
|
||||
-9.1651386264043,
|
||||
-9.138773479115246,
|
||||
-9.12129195194978,
|
||||
-9.144455577369428,
|
||||
-9.15912618983505,
|
||||
-9.099569693589826,
|
||||
-9.179516656785948,
|
||||
-9.159938207039469,
|
||||
-9.163810334552053,
|
||||
-9.16628072485964,
|
||||
-9.170814365708935,
|
||||
-9.18028780578548,
|
||||
-9.171771639330785,
|
||||
-9.176540715266494,
|
||||
-9.218504903357264,
|
||||
-9.205242362898641,
|
||||
-9.266685975718703,
|
||||
-9.23191982140907,
|
||||
-9.279066171605356,
|
||||
-9.251621839123908,
|
||||
-9.304323559744754,
|
||||
-9.28162112195268,
|
||||
-9.273420568307248,
|
||||
-9.262948013778427
|
||||
],
|
||||
"gp": [
|
||||
0.5177698262991051,
|
||||
0.32633995146323475,
|
||||
0.3352730232076001,
|
||||
0.33070357247040816,
|
||||
0.3239095399363176,
|
||||
0.30454278661208806,
|
||||
0.2779746312504777,
|
||||
0.2639767948378864,
|
||||
0.25723152828967977,
|
||||
0.252030570951537,
|
||||
0.24532575991928074,
|
||||
0.24000449798300733,
|
||||
0.23491869099183477,
|
||||
0.22872555979933512,
|
||||
0.22469883727498802,
|
||||
0.220064683505294,
|
||||
0.21621901580952418,
|
||||
0.21379376741556042,
|
||||
0.2097984680476095,
|
||||
0.20661427188728362,
|
||||
0.20377136689539144,
|
||||
0.20342468525736754,
|
||||
0.20043841858641198,
|
||||
0.19893635901598591,
|
||||
0.19794144260131905,
|
||||
0.1943051668409355,
|
||||
0.19465573021075414,
|
||||
0.19184494037658734,
|
||||
0.1914997584369575,
|
||||
0.18998065067248207,
|
||||
0.1899716500574962,
|
||||
0.18859995196963492,
|
||||
0.18787671985407156,
|
||||
0.18748284899112272,
|
||||
0.18725816535675882,
|
||||
0.1872154682619957,
|
||||
0.1853518881142522,
|
||||
0.1849283434386946,
|
||||
0.18445746381568082,
|
||||
0.18389124695657405,
|
||||
0.18332112415765348,
|
||||
0.1837224014389973,
|
||||
0.1841424989522013,
|
||||
0.18398757278282435,
|
||||
0.18406817878349707,
|
||||
0.18342032233874023,
|
||||
0.1843030681913226,
|
||||
0.18425153753377957,
|
||||
0.1846592110892137,
|
||||
0.1856171176315118,
|
||||
0.18453090630599064,
|
||||
0.18509404775487548,
|
||||
0.18647892560459603,
|
||||
0.18637962277787606,
|
||||
0.18475312971406518,
|
||||
0.18427798755021182,
|
||||
0.18496978683635976,
|
||||
0.1846530988430365,
|
||||
0.18474420231695365,
|
||||
0.18577300554985138,
|
||||
0.1852100855742509,
|
||||
0.18612100577348045,
|
||||
0.18495473497921328,
|
||||
0.18559822938285564,
|
||||
0.18602798696862072,
|
||||
0.18625599825993558,
|
||||
0.1866001136218891,
|
||||
0.18649549230169032,
|
||||
0.1861988907632155,
|
||||
0.18649297679941637,
|
||||
0.1870393530616903,
|
||||
0.1861895910360747,
|
||||
0.1866517885914469,
|
||||
0.1863860412158518,
|
||||
0.18728497976230252,
|
||||
0.18858985906450917,
|
||||
0.18852617581430672,
|
||||
0.18753511904078163,
|
||||
0.1890222365514208,
|
||||
0.1899827563609833,
|
||||
0.18920631618835987,
|
||||
0.1891061297211891,
|
||||
0.19059290648079838,
|
||||
0.18992164304368525,
|
||||
0.19108287151266132,
|
||||
0.19222259860581314,
|
||||
0.19121399836089376,
|
||||
0.1904158524500253,
|
||||
0.19051466597896854,
|
||||
0.1912798127589318,
|
||||
0.1919709156052424,
|
||||
0.1917199712724257,
|
||||
0.19173092738303343,
|
||||
0.19258493237579477,
|
||||
0.19325704786639952,
|
||||
0.1940552502456637,
|
||||
0.19389212638076045,
|
||||
0.19462779848876166,
|
||||
0.1945625018392107,
|
||||
0.19347729461633742,
|
||||
0.19455591976387904,
|
||||
0.19560000822584825,
|
||||
0.19542550470075035,
|
||||
0.19546171316924774,
|
||||
0.19573546171697792,
|
||||
0.19611502263026365,
|
||||
0.19738496275156983,
|
||||
0.1983034890877387,
|
||||
0.19725983886318846,
|
||||
0.1979625270057182,
|
||||
0.19858253714111118,
|
||||
0.19945179645258643,
|
||||
0.19973617394287593,
|
||||
0.20025815809639105,
|
||||
0.20051568513815754,
|
||||
0.19859617654329703,
|
||||
0.200360570781124,
|
||||
0.2000493614687623,
|
||||
0.2011680348497681,
|
||||
0.20098042626284116,
|
||||
0.20147523988579585,
|
||||
0.20246979043715513,
|
||||
0.20191304580841818,
|
||||
0.20317427212229158,
|
||||
0.20241337561199785,
|
||||
0.203481401128965,
|
||||
0.2042487176246623,
|
||||
0.2033050367656424,
|
||||
0.20330401931244588,
|
||||
0.20448722128366306,
|
||||
0.2056017825173008,
|
||||
0.2044978688892901,
|
||||
0.20509594100662792,
|
||||
0.20612474274304185,
|
||||
0.20609815314921567,
|
||||
0.20594562079725612,
|
||||
0.20677235599957489,
|
||||
0.20683692295709247,
|
||||
0.20680182855098683,
|
||||
0.20762673772744122,
|
||||
0.20906888082559794,
|
||||
0.20729609510710098,
|
||||
0.20717196234653149,
|
||||
0.2078074644168471,
|
||||
0.20861478004381695,
|
||||
0.20803600462774433,
|
||||
0.2101863404146881,
|
||||
0.21134370377876308,
|
||||
0.2105731888268238,
|
||||
0.2113221597849814,
|
||||
0.21105930607797752,
|
||||
0.21121820924310106,
|
||||
0.20985344312448287,
|
||||
0.2128460541781453,
|
||||
0.21422657355602462,
|
||||
0.21399138209083665,
|
||||
0.2134430699750907,
|
||||
0.21320015956512378,
|
||||
0.21464992287831455,
|
||||
0.2151960316344968,
|
||||
0.21466421451833512,
|
||||
0.21605063033664346,
|
||||
0.21490918992039493,
|
||||
0.21623234108217754,
|
||||
0.21466783753827084,
|
||||
0.21653188908966184,
|
||||
0.21584904650783443,
|
||||
0.2152465660729978,
|
||||
0.21701501436595239,
|
||||
0.216723620130593,
|
||||
0.21781324946727515,
|
||||
0.2178196125448898,
|
||||
0.21889628737082348,
|
||||
0.21748662124523233,
|
||||
0.21992958603251714,
|
||||
0.2182036766288879,
|
||||
0.220356303650854,
|
||||
0.22012058855313,
|
||||
0.2193760652700042,
|
||||
0.21903627296734568,
|
||||
0.22013778298392775,
|
||||
0.21882927882938807,
|
||||
0.2201864162380371,
|
||||
0.22024842281308432,
|
||||
0.22094041131054754,
|
||||
0.22142581061866037,
|
||||
0.22130067795037464,
|
||||
0.22150409784581954,
|
||||
0.22141598366901388,
|
||||
0.22127340938418338,
|
||||
0.2220577540942748,
|
||||
0.22185662393577582,
|
||||
0.22370209006799607,
|
||||
0.22256857702492652,
|
||||
0.2245172336219978,
|
||||
0.22359555840301212,
|
||||
0.22524864284847032,
|
||||
0.22536892518082757,
|
||||
0.22420646066053046,
|
||||
0.2245028651359245
|
||||
],
|
||||
"w_dist": [
|
||||
16.272186049787162,
|
||||
16.23231835446806,
|
||||
16.396632681952592,
|
||||
16.03023941414989,
|
||||
15.62012077396751,
|
||||
14.729475824649505,
|
||||
13.684632797730291,
|
||||
13.164812359850632,
|
||||
12.91544673259442,
|
||||
12.678062830215845,
|
||||
12.427979311168688,
|
||||
12.212854902968441,
|
||||
11.99774168087887,
|
||||
11.775050203209247,
|
||||
11.59955698323046,
|
||||
11.446541406761883,
|
||||
11.299999834533452,
|
||||
11.182219430320284,
|
||||
11.000701170701243,
|
||||
10.903381411234552,
|
||||
10.794259293874099,
|
||||
10.75145520593366,
|
||||
10.644222415206784,
|
||||
10.584524100866084,
|
||||
10.534128125508632,
|
||||
10.406899771731114,
|
||||
10.402355284568582,
|
||||
10.309767122350188,
|
||||
10.270235024965727,
|
||||
10.257349597898305,
|
||||
10.249263062436343,
|
||||
10.188605735648379,
|
||||
10.170149900159256,
|
||||
10.168871663574476,
|
||||
10.147526990450348,
|
||||
10.145032993544877,
|
||||
10.061204280201189,
|
||||
10.04200475643843,
|
||||
10.037539231063981,
|
||||
10.000808772877756,
|
||||
9.980311978984082,
|
||||
9.995669125287963,
|
||||
10.012001891829009,
|
||||
10.006361390790369,
|
||||
10.018456371013942,
|
||||
9.991537891290138,
|
||||
9.997413560264127,
|
||||
10.025125219883067,
|
||||
10.033579638880536,
|
||||
10.07634543883495,
|
||||
9.992753319047457,
|
||||
10.02993255680443,
|
||||
10.060629701206823,
|
||||
10.06401895376352,
|
||||
10.019778240236464,
|
||||
10.023016981793269,
|
||||
10.022957552396333,
|
||||
10.043482159345585,
|
||||
10.05353976355658,
|
||||
10.077239784827595,
|
||||
10.042815731733274,
|
||||
10.067305592593984,
|
||||
10.038258795452933,
|
||||
10.056606745923679,
|
||||
10.07766933278141,
|
||||
10.101308327047224,
|
||||
10.099383861183105,
|
||||
10.10175304575863,
|
||||
10.079342282939164,
|
||||
10.080477448813927,
|
||||
10.109023923955412,
|
||||
10.089535202939286,
|
||||
10.10103121374407,
|
||||
10.102250537709292,
|
||||
10.151439376570227,
|
||||
10.154694320809128,
|
||||
10.159495730277815,
|
||||
10.12898824642867,
|
||||
10.1818388816638,
|
||||
10.211829946795074,
|
||||
10.158808282705458,
|
||||
10.166707291562327,
|
||||
10.22416786454681,
|
||||
10.230521383040998,
|
||||
10.26026351472251,
|
||||
10.284287584744975,
|
||||
10.258873768341848,
|
||||
10.242509786491718,
|
||||
10.249079161423904,
|
||||
10.280399348593164,
|
||||
10.296813586634446,
|
||||
10.255336950579254,
|
||||
10.311150676368644,
|
||||
10.334645745693102,
|
||||
10.317341701800999,
|
||||
10.37176748748519,
|
||||
10.38404320610894,
|
||||
10.393270195855035,
|
||||
10.380075213440469,
|
||||
10.344908605070191,
|
||||
10.427236706986383,
|
||||
10.452310255653847,
|
||||
10.432093941452157,
|
||||
10.425457884307596,
|
||||
10.43655711116954,
|
||||
10.457990819164827,
|
||||
10.513048097007294,
|
||||
10.523494061853132,
|
||||
10.515273819621806,
|
||||
10.529538778973428,
|
||||
10.56222937168218,
|
||||
10.594799491686699,
|
||||
10.60271722516443,
|
||||
10.624762817121976,
|
||||
10.602963824149885,
|
||||
10.557011941763081,
|
||||
10.612872007973161,
|
||||
10.620276191907045,
|
||||
10.649135054889902,
|
||||
10.661049671662152,
|
||||
10.650202459351625,
|
||||
10.715812833085014,
|
||||
10.681656411977906,
|
||||
10.724853417812241,
|
||||
10.719775449312664,
|
||||
10.729789199177022,
|
||||
10.771639792939533,
|
||||
10.730054134792756,
|
||||
10.734711149818866,
|
||||
10.748184132372211,
|
||||
10.813396890754383,
|
||||
10.763294702513612,
|
||||
10.806239384056159,
|
||||
10.825503761747969,
|
||||
10.817516952905907,
|
||||
10.837539203350364,
|
||||
10.873841577513609,
|
||||
10.870399312076422,
|
||||
10.858440966483881,
|
||||
10.904082847660419,
|
||||
10.918104064158898,
|
||||
10.861332585261424,
|
||||
10.87922984718257,
|
||||
10.893113558516541,
|
||||
10.924602958483574,
|
||||
10.916998936579782,
|
||||
10.976407082060462,
|
||||
11.011480321639626,
|
||||
10.996909273587743,
|
||||
10.997088799109823,
|
||||
11.020046273255952,
|
||||
11.00479352250059,
|
||||
10.999346480410328,
|
||||
11.103197792248835,
|
||||
11.138143314459388,
|
||||
11.117924838595908,
|
||||
11.099196266109107,
|
||||
11.080340608776119,
|
||||
11.141196748130346,
|
||||
11.159130481165697,
|
||||
11.151134406195748,
|
||||
11.193337940965971,
|
||||
11.159616310576084,
|
||||
11.191691067687465,
|
||||
11.15486309997037,
|
||||
11.247210380358577,
|
||||
11.18974041408963,
|
||||
11.168274154011005,
|
||||
11.227254029624483,
|
||||
11.259725456563835,
|
||||
11.28093820555597,
|
||||
11.257829186855218,
|
||||
11.311088848929126,
|
||||
11.276933490720557,
|
||||
11.32152514335437,
|
||||
11.295860225318833,
|
||||
11.368701667459614,
|
||||
11.339979364118022,
|
||||
11.315052599784654,
|
||||
11.334818306947367,
|
||||
11.360504019973623,
|
||||
11.287862481011286,
|
||||
11.381380821293243,
|
||||
11.362422434488947,
|
||||
11.373214447803981,
|
||||
11.380538829575231,
|
||||
11.383821145082136,
|
||||
11.395328782562515,
|
||||
11.385931468213734,
|
||||
11.389274818876869,
|
||||
11.439082440759393,
|
||||
11.423808608095877,
|
||||
11.50370687501044,
|
||||
11.457605593428662,
|
||||
11.524238508175593,
|
||||
11.487577428573214,
|
||||
11.556809991037749,
|
||||
11.535310363769538,
|
||||
11.515485166892036,
|
||||
11.507976668920278
|
||||
]
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,241 @@
|
||||
{
|
||||
"run_name": "p1a_dcgan_128",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "data",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"model": "dcgan",
|
||||
"image_size": 128,
|
||||
"latent_dim": 100,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"epochs": 50,
|
||||
"lr_g": 0.0002,
|
||||
"lr_d": 0.0002,
|
||||
"beta1": 0.5,
|
||||
"beta2": 0.999,
|
||||
"augment": false,
|
||||
"run_name": "p1a_dcgan_128"
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
10.324818278776291,
|
||||
4.499918000525835,
|
||||
3.9237336206894655,
|
||||
3.6038456657248683,
|
||||
3.7889309543320255,
|
||||
4.392963935676803,
|
||||
4.148233837169459,
|
||||
4.106168296824918,
|
||||
3.7538294778484054,
|
||||
3.8589749647638736,
|
||||
3.7031722038538537,
|
||||
3.8665467772760196,
|
||||
3.7538228845621786,
|
||||
3.608647685032338,
|
||||
3.6832708042974653,
|
||||
3.692910609750921,
|
||||
3.724931339995983,
|
||||
3.604629485684837,
|
||||
3.6804411069641256,
|
||||
3.6622092540129128,
|
||||
3.7969076253471767,
|
||||
3.6357844372669983,
|
||||
3.9316059744262146,
|
||||
3.869968514523318,
|
||||
3.9387093750744038,
|
||||
3.9345892089355385,
|
||||
3.928585197529422,
|
||||
3.9998378517965856,
|
||||
4.023346854921064,
|
||||
4.111288466395285,
|
||||
4.161702766687894,
|
||||
4.242447932242838,
|
||||
4.338531056888718,
|
||||
4.045238316218313,
|
||||
4.38175541946155,
|
||||
4.4343487401930695,
|
||||
4.300580274027127,
|
||||
4.355943256309534,
|
||||
4.574433333779741,
|
||||
4.3422536469804935,
|
||||
4.764122917611375,
|
||||
4.774169352931433,
|
||||
4.4072638687669725,
|
||||
4.631937114756682,
|
||||
4.7671385039058,
|
||||
4.8388414534364035,
|
||||
4.834202780535058,
|
||||
4.7477915763902745,
|
||||
4.843117236468193,
|
||||
5.013196908765369
|
||||
],
|
||||
"d_loss": [
|
||||
1.0862611518679266,
|
||||
0.7481624861048837,
|
||||
0.8296967833979517,
|
||||
0.8561000182078435,
|
||||
0.8217643465305495,
|
||||
0.6476067472726871,
|
||||
0.6841903616093162,
|
||||
0.6695767899927421,
|
||||
0.6991251567299039,
|
||||
0.6637568701154146,
|
||||
0.634765022362654,
|
||||
0.6232591508609108,
|
||||
0.6477101089544276,
|
||||
0.6133569091813177,
|
||||
0.5935766670502659,
|
||||
0.5838312071740118,
|
||||
0.5598683370293206,
|
||||
0.5753741324998629,
|
||||
0.5265689334617212,
|
||||
0.5182791932239237,
|
||||
0.5408857028103538,
|
||||
0.5189638977599704,
|
||||
0.4411299268149922,
|
||||
0.41802322019178134,
|
||||
0.510734650075563,
|
||||
0.4155518415694435,
|
||||
0.42475847928569865,
|
||||
0.410343188744707,
|
||||
0.44506979039591604,
|
||||
0.3561572577788407,
|
||||
0.39312837523623156,
|
||||
0.30740913268751824,
|
||||
0.41385677393175596,
|
||||
0.40352807326130885,
|
||||
0.2824845181889514,
|
||||
0.2817101678691613,
|
||||
0.4254766225687459,
|
||||
0.3343923736212409,
|
||||
0.3208908147942752,
|
||||
0.3191899386966903,
|
||||
0.1932365063768931,
|
||||
0.39770887442665476,
|
||||
0.3428039119507258,
|
||||
0.3062576757560874,
|
||||
0.22945673206152442,
|
||||
0.2915809340974014,
|
||||
0.2625290870220743,
|
||||
0.27048316550974405,
|
||||
0.3031444646951416,
|
||||
0.18513342805015734
|
||||
],
|
||||
"d_real": [
|
||||
3.3752954597147102,
|
||||
2.35997685815534,
|
||||
2.052646995609642,
|
||||
1.77311768491044,
|
||||
1.8545025556515424,
|
||||
2.3428913996769833,
|
||||
2.260955125857622,
|
||||
2.260443206526275,
|
||||
2.2269854586348576,
|
||||
2.29803347791362,
|
||||
2.3114520178900824,
|
||||
2.3919893696776824,
|
||||
2.3399036929138703,
|
||||
2.374521010961288,
|
||||
2.409368400899773,
|
||||
2.4950177608392177,
|
||||
2.574993671515049,
|
||||
2.6157428056765823,
|
||||
2.62438086566762,
|
||||
2.7143023564265323,
|
||||
2.83175419538449,
|
||||
2.68245116665832,
|
||||
2.9844149076021633,
|
||||
2.997306367270967,
|
||||
2.9461978684123764,
|
||||
3.1375890226445646,
|
||||
3.1609652266543136,
|
||||
3.2485685837574496,
|
||||
3.1896983089610043,
|
||||
3.4145179161658654,
|
||||
3.4630906520745692,
|
||||
3.545247787084335,
|
||||
3.6894122392703323,
|
||||
3.3579807770557895,
|
||||
3.7189742520324187,
|
||||
3.8464873876327124,
|
||||
3.513109353872446,
|
||||
3.7619703243940306,
|
||||
4.017693152794471,
|
||||
3.7906860938439,
|
||||
4.224277594150641,
|
||||
4.18484865498339,
|
||||
3.7460358448517628,
|
||||
4.031172206259181,
|
||||
4.248833811181223,
|
||||
4.265828580937834,
|
||||
4.312243861010951,
|
||||
4.29057116386218,
|
||||
4.2550920013688565,
|
||||
4.561388325487447
|
||||
],
|
||||
"d_fake": [
|
||||
-4.818273838259216,
|
||||
-2.412633814363398,
|
||||
-2.1126265892615685,
|
||||
-1.8271709181304672,
|
||||
-1.9226068100358686,
|
||||
-2.4299181098611946,
|
||||
-2.365551288311298,
|
||||
-2.410998894618108,
|
||||
-2.3402762127737713,
|
||||
-2.3860131002898908,
|
||||
-2.4045914217957063,
|
||||
-2.5045244591867823,
|
||||
-2.4349998734955096,
|
||||
-2.4102647243401942,
|
||||
-2.4769628109076085,
|
||||
-2.619562197954227,
|
||||
-2.6651161837781596,
|
||||
-2.609001697638096,
|
||||
-2.7068226480076456,
|
||||
-2.755846626738198,
|
||||
-2.8650594205937834,
|
||||
-2.732078519641844,
|
||||
-3.059719509548611,
|
||||
-3.0680670452933025,
|
||||
-3.001468299800514,
|
||||
-3.1677569527911325,
|
||||
-3.189971532577123,
|
||||
-3.272182888454861,
|
||||
-3.257312220385951,
|
||||
-3.5007174565241885,
|
||||
-3.484112861828926,
|
||||
-3.6073121290940504,
|
||||
-3.6499396430121527,
|
||||
-3.3923667190421343,
|
||||
-3.748117430597289,
|
||||
-3.84341554560213,
|
||||
-3.5867574968908587,
|
||||
-3.79784425914797,
|
||||
-3.996460352188502,
|
||||
-3.867253621419271,
|
||||
-4.259910387870593,
|
||||
-4.15047122270633,
|
||||
-3.823865319928552,
|
||||
-4.08796144143129,
|
||||
-4.278646355001335,
|
||||
-4.2929331461588545,
|
||||
-4.309262006710737,
|
||||
-4.247542422041934,
|
||||
-4.278999393821781,
|
||||
-4.575867481720754
|
||||
],
|
||||
"fid": {
|
||||
"25": 143.09141540527344,
|
||||
"50": 114.97172546386719
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,241 @@
|
||||
{
|
||||
"run_name": "p1a_dcgan_64",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "data",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"model": "dcgan",
|
||||
"image_size": 64,
|
||||
"latent_dim": 100,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"epochs": 50,
|
||||
"lr_g": 0.0002,
|
||||
"lr_d": 0.0002,
|
||||
"beta1": 0.5,
|
||||
"beta2": 0.999,
|
||||
"augment": false,
|
||||
"run_name": "p1a_dcgan_64"
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
6.093092158847214,
|
||||
4.789128544525458,
|
||||
4.300182261782834,
|
||||
4.0728246786782885,
|
||||
3.8482125700475316,
|
||||
3.9366413159256117,
|
||||
3.6263984681194663,
|
||||
3.377500344829984,
|
||||
3.342157386506024,
|
||||
3.56824110654525,
|
||||
3.5114283088244433,
|
||||
3.363656574478134,
|
||||
3.371445809196458,
|
||||
3.401680646305028,
|
||||
3.382975984380668,
|
||||
3.307920415288745,
|
||||
3.434993563956207,
|
||||
3.340696342353128,
|
||||
3.2550677481987,
|
||||
3.263805691821453,
|
||||
3.246816934229663,
|
||||
3.142993058922375,
|
||||
3.192848947090216,
|
||||
3.1538104600726795,
|
||||
3.246948222972007,
|
||||
3.267736159137681,
|
||||
3.2840022901662635,
|
||||
3.288853055335836,
|
||||
3.2473370228531127,
|
||||
3.303259124660976,
|
||||
3.313597415711205,
|
||||
3.339600024633428,
|
||||
3.412424444939352,
|
||||
3.3523559502851312,
|
||||
3.5164291605424998,
|
||||
3.464242946706776,
|
||||
3.728450168307242,
|
||||
3.619724219489811,
|
||||
3.72144247401251,
|
||||
3.7653974460406303,
|
||||
3.6072474622205455,
|
||||
3.8461533308038005,
|
||||
3.691905262072085,
|
||||
3.792955133238107,
|
||||
3.801975160638173,
|
||||
3.9341413188072987,
|
||||
4.009917546589023,
|
||||
3.7716672371517723,
|
||||
4.015299316380236,
|
||||
4.018800031314166
|
||||
],
|
||||
"d_loss": [
|
||||
0.7138173311757736,
|
||||
0.5191595103655361,
|
||||
0.518687163774147,
|
||||
0.5887537178957564,
|
||||
0.5160255343931862,
|
||||
0.5051601908814448,
|
||||
0.5442874634113067,
|
||||
0.5555200976693732,
|
||||
0.5265357992651626,
|
||||
0.4174262031626243,
|
||||
0.5439573829022483,
|
||||
0.4956961662755308,
|
||||
0.49546868769595254,
|
||||
0.5268417786424741,
|
||||
0.46799646146022356,
|
||||
0.50298836055156,
|
||||
0.4250736907761321,
|
||||
0.5126841017642082,
|
||||
0.5009440258782134,
|
||||
0.4233359951589607,
|
||||
0.5684727533983115,
|
||||
0.42752756770604694,
|
||||
0.553615409323675,
|
||||
0.47856491579650307,
|
||||
0.4629426175234919,
|
||||
0.45501123795397264,
|
||||
0.4237267229801569,
|
||||
0.4128849713338746,
|
||||
0.5246493675801743,
|
||||
0.35660123498712337,
|
||||
0.5282466212908427,
|
||||
0.3539614020249782,
|
||||
0.3891080868486156,
|
||||
0.4175300829621971,
|
||||
0.40953003340520155,
|
||||
0.36623617202744013,
|
||||
0.30197565542518073,
|
||||
0.32337656306723755,
|
||||
0.33315912860198915,
|
||||
0.4019287416520409,
|
||||
0.35404166884911364,
|
||||
0.33052079981336224,
|
||||
0.3589909453677316,
|
||||
0.3744007419699278,
|
||||
0.27510220556655246,
|
||||
0.30178614605504733,
|
||||
0.2754620139319927,
|
||||
0.38370498281736404,
|
||||
0.3097262779274621,
|
||||
0.28349674417454207
|
||||
],
|
||||
"d_real": [
|
||||
2.3512214024861655,
|
||||
2.473279382428552,
|
||||
2.464324168669872,
|
||||
2.2370514665913377,
|
||||
2.3121658716446314,
|
||||
2.456357019069867,
|
||||
2.2457773583567042,
|
||||
2.2124482505341883,
|
||||
2.345922372280023,
|
||||
2.556110088641827,
|
||||
2.4518188574375253,
|
||||
2.482108857896593,
|
||||
2.492469339289217,
|
||||
2.4729468842856903,
|
||||
2.529605506831764,
|
||||
2.5219437036758814,
|
||||
2.6725941845494456,
|
||||
2.5313744015163846,
|
||||
2.51001217833951,
|
||||
2.614915244599693,
|
||||
2.4530621064014926,
|
||||
2.6167523636777177,
|
||||
2.437036367563101,
|
||||
2.5173462598751755,
|
||||
2.6574229052943044,
|
||||
2.639966524564303,
|
||||
2.7633190318050547,
|
||||
2.747817797538562,
|
||||
2.6848304292075653,
|
||||
2.856544527233156,
|
||||
2.733482825450408,
|
||||
2.891070015410073,
|
||||
2.9795744154188366,
|
||||
2.916840284298628,
|
||||
3.058933355869391,
|
||||
3.041474040756878,
|
||||
3.3209717579377003,
|
||||
3.1591952071230636,
|
||||
3.3062986553224745,
|
||||
3.346426515497713,
|
||||
3.208064674312233,
|
||||
3.5098553518963675,
|
||||
3.3035555782481136,
|
||||
3.353525585598416,
|
||||
3.450815706171541,
|
||||
3.557157467573117,
|
||||
3.60134026943109,
|
||||
3.4045908349192042,
|
||||
3.576346503363715,
|
||||
3.607910417084001
|
||||
],
|
||||
"d_fake": [
|
||||
-2.698751025729709,
|
||||
-2.5324085105178704,
|
||||
-2.418590561956422,
|
||||
-2.3029292506030483,
|
||||
-2.3352967612763758,
|
||||
-2.467205960526426,
|
||||
-2.3054907388157315,
|
||||
-2.2495648799798427,
|
||||
-2.384588453504774,
|
||||
-2.5988358391655817,
|
||||
-2.5245914296207266,
|
||||
-2.5004225021753554,
|
||||
-2.523374182546241,
|
||||
-2.5201795121543427,
|
||||
-2.5649376893654847,
|
||||
-2.550543695433527,
|
||||
-2.6943232218424478,
|
||||
-2.5457723731668587,
|
||||
-2.5313382923093615,
|
||||
-2.6334747575287127,
|
||||
-2.5258624737079325,
|
||||
-2.5968544136764655,
|
||||
-2.4955181219638924,
|
||||
-2.5585372468345184,
|
||||
-2.66167476034572,
|
||||
-2.660206582811144,
|
||||
-2.7624571710570245,
|
||||
-2.74959472917084,
|
||||
-2.676759247087006,
|
||||
-2.89791746221037,
|
||||
-2.7793425209501867,
|
||||
-2.9487923842210035,
|
||||
-3.0024610992170806,
|
||||
-2.899851456666604,
|
||||
-3.1044111985426683,
|
||||
-3.048013409997663,
|
||||
-3.3757157284989314,
|
||||
-3.2108908107138086,
|
||||
-3.3648835532685633,
|
||||
-3.373193789751102,
|
||||
-3.2511732313368054,
|
||||
-3.5434862446581197,
|
||||
-3.355688959105402,
|
||||
-3.458360590486445,
|
||||
-3.481504913069244,
|
||||
-3.630540505433694,
|
||||
-3.687255468123998,
|
||||
-3.4213602440988917,
|
||||
-3.6472718328492255,
|
||||
-3.6654869144798345
|
||||
],
|
||||
"fid": {
|
||||
"25": 120.86710357666016,
|
||||
"50": 86.69241333007812
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,241 @@
|
||||
{
|
||||
"run_name": "p1b_dcgan_aligned",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"model": "dcgan",
|
||||
"image_size": 64,
|
||||
"latent_dim": 100,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"epochs": 50,
|
||||
"lr_g": 0.0002,
|
||||
"lr_d": 0.0002,
|
||||
"beta1": 0.5,
|
||||
"beta2": 0.999,
|
||||
"augment": false,
|
||||
"run_name": "p1b_dcgan_aligned"
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
7.398905967491576,
|
||||
4.653170388351139,
|
||||
4.068944683696469,
|
||||
3.8742264115657563,
|
||||
3.606504661214148,
|
||||
3.404219969215556,
|
||||
3.278936840211734,
|
||||
3.114477801017272,
|
||||
3.020545942485969,
|
||||
3.0211910332242646,
|
||||
3.0188870243409758,
|
||||
2.9215137174942045,
|
||||
2.8770557827610745,
|
||||
2.946957275016695,
|
||||
2.986128642072535,
|
||||
3.012655937558629,
|
||||
3.020022893149374,
|
||||
3.090240004755015,
|
||||
3.0726223833715687,
|
||||
3.0066970574120297,
|
||||
3.1059495922591953,
|
||||
2.97864314665795,
|
||||
3.0392796716520474,
|
||||
3.0869569785327804,
|
||||
3.116929523774192,
|
||||
3.0735646778534558,
|
||||
3.134619455391036,
|
||||
3.190754602671179,
|
||||
3.217570474801155,
|
||||
3.0652808079498017,
|
||||
3.2975450101722448,
|
||||
3.405921498584187,
|
||||
3.39824391157231,
|
||||
3.4237823136206558,
|
||||
3.4959986240435867,
|
||||
3.4759934407730517,
|
||||
3.628999324212981,
|
||||
3.534372442529306,
|
||||
3.6559133673580284,
|
||||
3.733442310632891,
|
||||
3.5992486965961947,
|
||||
3.767915091288284,
|
||||
3.8464435101964343,
|
||||
3.710446714598717,
|
||||
3.7447581111926596,
|
||||
3.847089308095125,
|
||||
3.825987093994378,
|
||||
3.9888884835741205,
|
||||
3.9585439937873783,
|
||||
3.9651205520917716
|
||||
],
|
||||
"d_loss": [
|
||||
0.6291518173952643,
|
||||
0.6164366470124477,
|
||||
0.48726463292399025,
|
||||
0.5318871221035464,
|
||||
0.6417568969484578,
|
||||
0.5961706368013834,
|
||||
0.6568488311500121,
|
||||
0.6381265403559575,
|
||||
0.6524968493061188,
|
||||
0.6386967774830822,
|
||||
0.6604339574009944,
|
||||
0.6224450665470372,
|
||||
0.6251574117913206,
|
||||
0.6177822187797636,
|
||||
0.547836142918493,
|
||||
0.5785931372521524,
|
||||
0.535795863208353,
|
||||
0.5740683746134114,
|
||||
0.5393759033555149,
|
||||
0.5064800406973331,
|
||||
0.4845471404110774,
|
||||
0.5799725601752089,
|
||||
0.5617706066108922,
|
||||
0.49940081134947956,
|
||||
0.4110419796540951,
|
||||
0.5750601599868547,
|
||||
0.48916176025174624,
|
||||
0.47323483470668143,
|
||||
0.4115485591002,
|
||||
0.5828054825433044,
|
||||
0.3829006105183791,
|
||||
0.46903195278321064,
|
||||
0.4058346139091967,
|
||||
0.44633812597419464,
|
||||
0.39348106988920617,
|
||||
0.35872812239596474,
|
||||
0.3657414275340927,
|
||||
0.4446974924295886,
|
||||
0.3230297609160726,
|
||||
0.3891192182787081,
|
||||
0.3502327990996787,
|
||||
0.37634868227327484,
|
||||
0.3552663314004994,
|
||||
0.33295479799724287,
|
||||
0.42005304872798616,
|
||||
0.28313586175537264,
|
||||
0.3537146855846175,
|
||||
0.28872040199895954,
|
||||
0.33174661277100825,
|
||||
0.31214438684475726
|
||||
],
|
||||
"d_real": [
|
||||
3.429034697703826,
|
||||
2.5520865285498466,
|
||||
2.5569761227338743,
|
||||
2.4736913697332397,
|
||||
2.140363285684178,
|
||||
2.1411173241770167,
|
||||
2.0585111878875995,
|
||||
2.0161380604801016,
|
||||
1.9475130831074512,
|
||||
1.9854239439352965,
|
||||
1.9614840939513638,
|
||||
2.018576357099745,
|
||||
2.0210589547442575,
|
||||
2.057306208162226,
|
||||
2.155423335539989,
|
||||
2.209998758430155,
|
||||
2.216422056540465,
|
||||
2.2668797419621396,
|
||||
2.26854741675222,
|
||||
2.322200506161421,
|
||||
2.384860535972139,
|
||||
2.2947369110889926,
|
||||
2.3658372927934694,
|
||||
2.4300787510016026,
|
||||
2.561278583657028,
|
||||
2.379734976678832,
|
||||
2.56698491023137,
|
||||
2.555771037044688,
|
||||
2.6685882959610376,
|
||||
2.4119229765019865,
|
||||
2.749185806665665,
|
||||
2.730366731301332,
|
||||
2.852122314974793,
|
||||
2.8101339747763086,
|
||||
2.9661614833733974,
|
||||
2.968567628126878,
|
||||
3.0624237060546875,
|
||||
2.9466277554503875,
|
||||
3.1255376766889524,
|
||||
3.2922110272268963,
|
||||
3.081979099501911,
|
||||
3.2231468787560096,
|
||||
3.321197118514623,
|
||||
3.291224422617855,
|
||||
3.2169945219643097,
|
||||
3.357823983216897,
|
||||
3.3176163078373313,
|
||||
3.522034343491253,
|
||||
3.3818677592481303,
|
||||
3.5834097576956463
|
||||
],
|
||||
"d_fake": [
|
||||
-3.7939882991660356,
|
||||
-2.4246925288795405,
|
||||
-2.572223630725828,
|
||||
-2.4306972210223856,
|
||||
-2.1562277333349242,
|
||||
-2.143089555267595,
|
||||
-2.062683443737845,
|
||||
-2.017640659951756,
|
||||
-1.9637505947015224,
|
||||
-1.9977019424112434,
|
||||
-2.0018497695270767,
|
||||
-2.024461208245693,
|
||||
-1.9788786162677994,
|
||||
-2.0655901656191573,
|
||||
-2.196751107517471,
|
||||
-2.1872166364620895,
|
||||
-2.221575353899573,
|
||||
-2.30082516792493,
|
||||
-2.278091365455562,
|
||||
-2.310966051541842,
|
||||
-2.3832577579041834,
|
||||
-2.2676963480109844,
|
||||
-2.305365595043215,
|
||||
-2.4225321712656918,
|
||||
-2.5547293638571715,
|
||||
-2.39278314052484,
|
||||
-2.520575433714777,
|
||||
-2.573139092861078,
|
||||
-2.6739202646108775,
|
||||
-2.4223876529269748,
|
||||
-2.7801482371794872,
|
||||
-2.75415772658128,
|
||||
-2.866937197171725,
|
||||
-2.813182863414797,
|
||||
-2.9845210670405984,
|
||||
-2.974992409730569,
|
||||
-3.0732594025440707,
|
||||
-2.9462469541109524,
|
||||
-3.154460760263296,
|
||||
-3.3307881803594084,
|
||||
-3.101540720360911,
|
||||
-3.2882786938267894,
|
||||
-3.347231066125071,
|
||||
-3.3178903954660792,
|
||||
-3.2111929869040465,
|
||||
-3.4080181936932425,
|
||||
-3.3648671207264957,
|
||||
-3.56991823310526,
|
||||
-3.477569971329127,
|
||||
-3.556207770975227
|
||||
],
|
||||
"fid": {
|
||||
"25": 47.52402114868164,
|
||||
"50": 41.9679069519043
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,241 @@
|
||||
{
|
||||
"run_name": "p1b_dcgan_full",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "data",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"model": "dcgan",
|
||||
"image_size": 64,
|
||||
"latent_dim": 100,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"epochs": 50,
|
||||
"lr_g": 0.0002,
|
||||
"lr_d": 0.0002,
|
||||
"beta1": 0.5,
|
||||
"beta2": 0.999,
|
||||
"augment": false,
|
||||
"run_name": "p1b_dcgan_full"
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
5.927244392526137,
|
||||
4.503751743680391,
|
||||
4.200777072300259,
|
||||
3.904250641090748,
|
||||
3.8682738479513388,
|
||||
3.3296483611672096,
|
||||
3.1240623599817803,
|
||||
3.3876097628639803,
|
||||
3.3665242728132467,
|
||||
3.331410658410472,
|
||||
3.3419303698266227,
|
||||
3.3505911108775015,
|
||||
3.3620735478187456,
|
||||
3.3697523864734378,
|
||||
3.4018680353243,
|
||||
3.386988679376932,
|
||||
3.395216122954192,
|
||||
3.318909319436066,
|
||||
3.3878846305748844,
|
||||
3.3257555526673284,
|
||||
3.2758405348723834,
|
||||
3.2085712323458786,
|
||||
3.187759434247865,
|
||||
3.0908859167600613,
|
||||
3.049896148343881,
|
||||
3.217905936890051,
|
||||
3.1415729854389247,
|
||||
3.144909373506442,
|
||||
3.2467114800252976,
|
||||
3.279142019909042,
|
||||
3.2195931715715647,
|
||||
3.3629653075737673,
|
||||
3.3010145508963813,
|
||||
3.353348999801609,
|
||||
3.388924140439485,
|
||||
3.505006693592136,
|
||||
3.575815953234704,
|
||||
3.4736386770770573,
|
||||
3.6738112665477516,
|
||||
3.537430396043621,
|
||||
3.750809643417597,
|
||||
3.7184202866688465,
|
||||
3.660821580495208,
|
||||
3.810335730542787,
|
||||
3.8424793273234408,
|
||||
4.150385511101162,
|
||||
3.6174652722751737,
|
||||
3.926328664056511,
|
||||
4.167547395866778,
|
||||
3.960468271874592
|
||||
],
|
||||
"d_loss": [
|
||||
0.7070820131060532,
|
||||
0.5658414482465411,
|
||||
0.5532542599253675,
|
||||
0.6084109526923579,
|
||||
0.5693240565940355,
|
||||
0.6424711903827822,
|
||||
0.5709959441461624,
|
||||
0.5022243254491662,
|
||||
0.5481268257603177,
|
||||
0.5034884631506398,
|
||||
0.5801687634780875,
|
||||
0.4186092700299799,
|
||||
0.6039017491265495,
|
||||
0.48760273767651147,
|
||||
0.5034265386529713,
|
||||
0.43254302620378315,
|
||||
0.4744477061093108,
|
||||
0.482672236350357,
|
||||
0.49027390224047196,
|
||||
0.5017664120015171,
|
||||
0.5048496062174822,
|
||||
0.43436981909550154,
|
||||
0.5543963512262473,
|
||||
0.5313912788008013,
|
||||
0.3734084243257331,
|
||||
0.5257701219147087,
|
||||
0.4519741041506203,
|
||||
0.42078481547725505,
|
||||
0.44682620712516147,
|
||||
0.435886079700202,
|
||||
0.36485503502508515,
|
||||
0.4176781969383741,
|
||||
0.46036502504800886,
|
||||
0.36134969565667147,
|
||||
0.48708703417458343,
|
||||
0.3782856844397437,
|
||||
0.38080592496463883,
|
||||
0.38907430747635346,
|
||||
0.30763110352091044,
|
||||
0.3996705088414188,
|
||||
0.2257982671388194,
|
||||
0.38294320117331976,
|
||||
0.3614954460475944,
|
||||
0.30432477236016947,
|
||||
0.3204686908831454,
|
||||
0.2587633115780723,
|
||||
0.42368309838203794,
|
||||
0.2539351904589651,
|
||||
0.21932300167460728,
|
||||
0.3699451860947869
|
||||
],
|
||||
"d_real": [
|
||||
2.42933596097506,
|
||||
2.279985101813944,
|
||||
2.2889586554633246,
|
||||
2.114503041291848,
|
||||
2.2175635802440152,
|
||||
1.9780570136176214,
|
||||
2.071110586834769,
|
||||
2.2955179295988164,
|
||||
2.272639608790732,
|
||||
2.3102703909588675,
|
||||
2.2650668478419638,
|
||||
2.4833128554189305,
|
||||
2.352374802287827,
|
||||
2.428959707928519,
|
||||
2.502769535423344,
|
||||
2.5896373324924045,
|
||||
2.5561559139153895,
|
||||
2.565126239744007,
|
||||
2.552747579721304,
|
||||
2.5677977993957,
|
||||
2.5594801291441307,
|
||||
2.592228685688769,
|
||||
2.570550869672726,
|
||||
2.5062269553160057,
|
||||
2.5921120195307283,
|
||||
2.566576215955946,
|
||||
2.639827369624733,
|
||||
2.7183070386576857,
|
||||
2.7440868279872794,
|
||||
2.80943241282406,
|
||||
2.843225267198351,
|
||||
2.9298948630308495,
|
||||
2.8511314840398283,
|
||||
2.916102743556357,
|
||||
2.8803314469818377,
|
||||
3.044718294062166,
|
||||
3.1301173022669606,
|
||||
3.0949149824615216,
|
||||
3.2817539312900643,
|
||||
3.086814163077591,
|
||||
3.3697261973323984,
|
||||
3.299177691467807,
|
||||
3.2019053402110043,
|
||||
3.40889655219184,
|
||||
3.3978670560396633,
|
||||
3.843212681957799,
|
||||
3.0948288827879815,
|
||||
3.524963884272127,
|
||||
3.7795714027861242,
|
||||
3.473988264034956
|
||||
],
|
||||
"d_fake": [
|
||||
-2.697694081526536,
|
||||
-2.2933016067896133,
|
||||
-2.3195214067768846,
|
||||
-2.164962882669563,
|
||||
-2.260479918911926,
|
||||
-2.0072195631826024,
|
||||
-2.0783580225757046,
|
||||
-2.37904263765384,
|
||||
-2.3203348339113417,
|
||||
-2.3668159699847555,
|
||||
-2.3372883674425955,
|
||||
-2.535493964822883,
|
||||
-2.377614701914991,
|
||||
-2.4813023876940083,
|
||||
-2.5215499095427685,
|
||||
-2.607076278099647,
|
||||
-2.6116009899693675,
|
||||
-2.5827832344250803,
|
||||
-2.594687129697229,
|
||||
-2.5711607810778494,
|
||||
-2.5696842160999265,
|
||||
-2.619086730174529,
|
||||
-2.5653889118096767,
|
||||
-2.4805074838491588,
|
||||
-2.6039478269397702,
|
||||
-2.593635982937283,
|
||||
-2.6574107765132546,
|
||||
-2.7202269399267998,
|
||||
-2.785310728937133,
|
||||
-2.8169782997196555,
|
||||
-2.882336869199052,
|
||||
-2.910709224195562,
|
||||
-2.85884514833108,
|
||||
-2.970396188589243,
|
||||
-2.9311827635153747,
|
||||
-3.1063334147135415,
|
||||
-3.1547314264835458,
|
||||
-3.11463628263555,
|
||||
-3.330946343576806,
|
||||
-3.1284498720087557,
|
||||
-3.440172766008948,
|
||||
-3.37364258725419,
|
||||
-3.2624068300948186,
|
||||
-3.508383465628339,
|
||||
-3.478210710052751,
|
||||
-3.8448987129407053,
|
||||
-3.184675999176808,
|
||||
-3.645591083754841,
|
||||
-3.853363819611378,
|
||||
-3.59842769916241
|
||||
],
|
||||
"fid": {
|
||||
"25": 109.55711364746094,
|
||||
"50": 88.98616027832031
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,241 @@
|
||||
{
|
||||
"run_name": "p1c_dcgan_full_aug",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"model": "dcgan",
|
||||
"image_size": 64,
|
||||
"latent_dim": 100,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"epochs": 50,
|
||||
"lr_g": 0.0002,
|
||||
"lr_d": 0.0002,
|
||||
"beta1": 0.5,
|
||||
"beta2": 0.999,
|
||||
"augment": true,
|
||||
"run_name": "p1c_dcgan_full_aug"
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
7.49771284742846,
|
||||
5.1344794735439825,
|
||||
4.20233915020258,
|
||||
3.7956945456755466,
|
||||
3.3582443528386774,
|
||||
3.135080910518638,
|
||||
3.037927355394404,
|
||||
3.0205755423531575,
|
||||
2.9449298040479674,
|
||||
2.820248532292043,
|
||||
2.724728472562682,
|
||||
2.722938014847091,
|
||||
2.675822157285407,
|
||||
2.6850139605056524,
|
||||
2.6884455950851116,
|
||||
2.7171011700207353,
|
||||
2.826366552677101,
|
||||
2.7467185403299954,
|
||||
2.8128189439765916,
|
||||
2.9744829476580152,
|
||||
2.935044853828656,
|
||||
2.945460690655069,
|
||||
3.0004867578291488,
|
||||
3.129746067090931,
|
||||
3.093457205149417,
|
||||
3.166782804565807,
|
||||
3.2522930768915477,
|
||||
3.2222229641758733,
|
||||
3.251373175372425,
|
||||
3.3681361798801994,
|
||||
3.259154211461456,
|
||||
3.2256888188103323,
|
||||
3.274382082793193,
|
||||
3.349048242227644,
|
||||
3.2585730838995333,
|
||||
3.3790567638272915,
|
||||
3.3174902425808277,
|
||||
3.3276833469987426,
|
||||
3.4146066698858624,
|
||||
3.5484207490952606,
|
||||
3.348497238296729,
|
||||
3.570188072724984,
|
||||
3.3912910675454855,
|
||||
3.548164558588949,
|
||||
3.4474635846976542,
|
||||
3.3920835382026486,
|
||||
3.57115820572417,
|
||||
3.4723810965760458,
|
||||
3.5018457458314733,
|
||||
3.4800260357606487
|
||||
],
|
||||
"d_loss": [
|
||||
0.5809737999772286,
|
||||
0.5078993229450196,
|
||||
0.5584569440629238,
|
||||
0.5340489637202177,
|
||||
0.6691515040066507,
|
||||
0.6945736851766069,
|
||||
0.6726883698222984,
|
||||
0.666734377383931,
|
||||
0.6737182643105332,
|
||||
0.7003357819257638,
|
||||
0.6895497346408347,
|
||||
0.685899390401239,
|
||||
0.6526830081437898,
|
||||
0.6581462018637576,
|
||||
0.6418598625395033,
|
||||
0.6319757849933245,
|
||||
0.604252751566406,
|
||||
0.6245534220376076,
|
||||
0.6020822420907326,
|
||||
0.5405760487048035,
|
||||
0.584312041186624,
|
||||
0.5419003778479548,
|
||||
0.532464118499277,
|
||||
0.45387270175812083,
|
||||
0.5574886851235588,
|
||||
0.43647419597603315,
|
||||
0.48457974958050454,
|
||||
0.4675797224204,
|
||||
0.4322719926921985,
|
||||
0.38088868093541545,
|
||||
0.5638646479122914,
|
||||
0.4416344142081136,
|
||||
0.4628239624265932,
|
||||
0.4024532137709296,
|
||||
0.4544067734008671,
|
||||
0.4031565586089069,
|
||||
0.42116634805615133,
|
||||
0.45903370583541375,
|
||||
0.37940196888760114,
|
||||
0.34817556783747977,
|
||||
0.4849503485278951,
|
||||
0.3100079265064918,
|
||||
0.5141805250070288,
|
||||
0.342183085413188,
|
||||
0.4166090010991718,
|
||||
0.4583264416736415,
|
||||
0.33097727382635206,
|
||||
0.486405484059937,
|
||||
0.3812256623377912,
|
||||
0.41236137388608396
|
||||
],
|
||||
"d_real": [
|
||||
3.5584671803009815,
|
||||
3.156553023900741,
|
||||
2.60367910271017,
|
||||
2.5299324459499783,
|
||||
2.1071761367667436,
|
||||
1.927138096246964,
|
||||
1.936074322105473,
|
||||
1.9407738905686598,
|
||||
1.9132834051409338,
|
||||
1.8729030576526609,
|
||||
1.8384323201627812,
|
||||
1.8409349001370943,
|
||||
1.866650638417301,
|
||||
1.8840518344161856,
|
||||
1.934535882411859,
|
||||
1.9617490442390115,
|
||||
2.0755841181828427,
|
||||
2.0176005078177166,
|
||||
2.122039566692124,
|
||||
2.2631645956610003,
|
||||
2.3149196347619734,
|
||||
2.3347063635149574,
|
||||
2.3768706566248183,
|
||||
2.550839106241862,
|
||||
2.4620645800207415,
|
||||
2.5936582842443743,
|
||||
2.6688572810246396,
|
||||
2.6381523262741218,
|
||||
2.757892510829828,
|
||||
2.8799137865376268,
|
||||
2.7431253612550917,
|
||||
2.7144988663176184,
|
||||
2.713803478795239,
|
||||
2.89947754297501,
|
||||
2.757139091817742,
|
||||
2.9047963721120458,
|
||||
2.862286689953926,
|
||||
2.881792802077073,
|
||||
2.9661841637048965,
|
||||
3.090400174132779,
|
||||
2.832848654852973,
|
||||
3.161479982555422,
|
||||
2.8955952897031083,
|
||||
3.1162490844726562,
|
||||
2.9129831689035792,
|
||||
2.961068112626035,
|
||||
3.218389136159522,
|
||||
2.9556383638300447,
|
||||
3.074425754384098,
|
||||
3.1353414160573583
|
||||
],
|
||||
"d_fake": [
|
||||
-3.902294419769548,
|
||||
-2.9155128348586907,
|
||||
-2.519574434329302,
|
||||
-2.422531486576439,
|
||||
-2.099835086072612,
|
||||
-1.943570846166366,
|
||||
-1.9525424639383953,
|
||||
-1.9584248860677083,
|
||||
-1.9358763409475994,
|
||||
-1.866983598878241,
|
||||
-1.825645601647532,
|
||||
-1.8280421526004107,
|
||||
-1.859714239071577,
|
||||
-1.8820147392077324,
|
||||
-1.912892851055178,
|
||||
-1.965098845653045,
|
||||
-2.0694798852643395,
|
||||
-2.0002318488226996,
|
||||
-2.128022324325692,
|
||||
-2.263166802561181,
|
||||
-2.2867513966356587,
|
||||
-2.3082755325186968,
|
||||
-2.3829850579938316,
|
||||
-2.557142339201055,
|
||||
-2.4545631082648907,
|
||||
-2.6175563192775106,
|
||||
-2.649488938160432,
|
||||
-2.6308885721059947,
|
||||
-2.7544204964597,
|
||||
-2.866274124536759,
|
||||
-2.68292477599576,
|
||||
-2.6990977230235043,
|
||||
-2.7363305295634475,
|
||||
-2.8722930973411627,
|
||||
-2.7597506270449386,
|
||||
-2.8848504286545973,
|
||||
-2.8545510055672407,
|
||||
-2.853106246035323,
|
||||
-2.94730220696865,
|
||||
-3.0794619617299137,
|
||||
-2.827873629382533,
|
||||
-3.154448973826873,
|
||||
-2.901091062105619,
|
||||
-3.0957394787388988,
|
||||
-2.9393297505174947,
|
||||
-2.9338840908474393,
|
||||
-3.1787822755992923,
|
||||
-2.939842550163595,
|
||||
-3.055058012660752,
|
||||
-3.0686827765570746
|
||||
],
|
||||
"fid": {
|
||||
"25": 48.02587890625,
|
||||
"50": 33.403228759765625
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,241 @@
|
||||
{
|
||||
"run_name": "p1c_dcgan_hflip",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"model": "dcgan",
|
||||
"image_size": 64,
|
||||
"latent_dim": 100,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"epochs": 50,
|
||||
"lr_g": 0.0002,
|
||||
"lr_d": 0.0002,
|
||||
"beta1": 0.5,
|
||||
"beta2": 0.999,
|
||||
"augment": false,
|
||||
"run_name": "p1c_dcgan_hflip"
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
8.25675857398245,
|
||||
4.676511815916269,
|
||||
4.164578024648193,
|
||||
4.186401937316116,
|
||||
3.76872500216859,
|
||||
3.2271445515509853,
|
||||
3.142285712318033,
|
||||
3.1165132149417176,
|
||||
3.013493389528022,
|
||||
2.953919046216159,
|
||||
3.0022377742088246,
|
||||
2.9681987317963543,
|
||||
3.00195867772031,
|
||||
2.9622256552052293,
|
||||
2.955358256185905,
|
||||
2.9864892814403925,
|
||||
2.989851166581751,
|
||||
3.0584179246161356,
|
||||
3.1119907299757132,
|
||||
3.037174945553908,
|
||||
3.027633951515214,
|
||||
3.0569768834572573,
|
||||
2.966104475326108,
|
||||
2.9770527466749535,
|
||||
2.9722607779260883,
|
||||
3.0115039623382254,
|
||||
3.1060837206677494,
|
||||
2.9663566479809647,
|
||||
3.0271955297207143,
|
||||
3.0386748222204356,
|
||||
3.1294615272528086,
|
||||
3.154553516473398,
|
||||
3.3048473729883345,
|
||||
3.0961187388149685,
|
||||
3.299935041194479,
|
||||
3.271312023915,
|
||||
3.257369746056059,
|
||||
3.4152885544885936,
|
||||
3.4053598885488117,
|
||||
3.457569090347005,
|
||||
3.4467413718414166,
|
||||
3.4432563753599603,
|
||||
3.4693928591421463,
|
||||
3.6659582103164787,
|
||||
3.5930098911894595,
|
||||
3.797193683254031,
|
||||
3.667330656805609,
|
||||
3.7862557178934337,
|
||||
3.774632334605687,
|
||||
3.7389516995057592
|
||||
],
|
||||
"d_loss": [
|
||||
0.548022291642956,
|
||||
0.5451441674023612,
|
||||
0.5558887697819971,
|
||||
0.5564709546792711,
|
||||
0.641778141610388,
|
||||
0.6736702428032191,
|
||||
0.6363983667877495,
|
||||
0.5953805521767364,
|
||||
0.6679572965790573,
|
||||
0.634476393302027,
|
||||
0.603355382147253,
|
||||
0.6375667867688541,
|
||||
0.6092054669737307,
|
||||
0.5753960010205579,
|
||||
0.6079838377797705,
|
||||
0.4880936572758051,
|
||||
0.6110908901080107,
|
||||
0.5176580600185782,
|
||||
0.5720924068019431,
|
||||
0.4914973056437368,
|
||||
0.5363267168370832,
|
||||
0.5233565535014256,
|
||||
0.5592640668281124,
|
||||
0.5296072383275908,
|
||||
0.5456295730148115,
|
||||
0.48084998664119816,
|
||||
0.4613812982908681,
|
||||
0.5386411920189857,
|
||||
0.5733459554771837,
|
||||
0.4508836393873406,
|
||||
0.4352997397988016,
|
||||
0.46203345853166705,
|
||||
0.44442558863287807,
|
||||
0.5617774939084919,
|
||||
0.44143821966125923,
|
||||
0.45488193964697105,
|
||||
0.4543754256561271,
|
||||
0.3228016715242058,
|
||||
0.4205567768066485,
|
||||
0.3840478499316507,
|
||||
0.5015128295804955,
|
||||
0.35355696542204446,
|
||||
0.40790109906313765,
|
||||
0.3549733556743361,
|
||||
0.37041159862509143,
|
||||
0.3284146471394815,
|
||||
0.2910106185202797,
|
||||
0.35944768394001275,
|
||||
0.393303733995646,
|
||||
0.391544733920859
|
||||
],
|
||||
"d_real": [
|
||||
4.019593943897475,
|
||||
2.622322278145032,
|
||||
2.4709491485204453,
|
||||
2.53226986909524,
|
||||
2.2099495341635156,
|
||||
1.9406524397369125,
|
||||
2.01206420833229,
|
||||
2.035232348319812,
|
||||
1.9650885101057525,
|
||||
2.002252268994975,
|
||||
2.0346280937520866,
|
||||
2.0005435943603516,
|
||||
2.0740245101798296,
|
||||
2.101316468328492,
|
||||
2.1034359239105487,
|
||||
2.2481464320777826,
|
||||
2.1323666368794236,
|
||||
2.2965948642828526,
|
||||
2.2800436101408086,
|
||||
2.322280093135997,
|
||||
2.311317835098658,
|
||||
2.3033560728415465,
|
||||
2.2576771271534457,
|
||||
2.334534669533754,
|
||||
2.324166012625409,
|
||||
2.379901625152327,
|
||||
2.4554260938595505,
|
||||
2.375279369517269,
|
||||
2.4100789290208082,
|
||||
2.4945882161458335,
|
||||
2.5803009750496626,
|
||||
2.5905183171614623,
|
||||
2.6599675936576648,
|
||||
2.5271266056941104,
|
||||
2.7220761072941317,
|
||||
2.7265788021250668,
|
||||
2.7684720683301616,
|
||||
2.951457944690672,
|
||||
2.8958946293235845,
|
||||
2.922740545028295,
|
||||
2.8590539133446846,
|
||||
2.983432867588141,
|
||||
2.9901244334685497,
|
||||
3.1199683572492027,
|
||||
3.146685347597823,
|
||||
3.2818033593332667,
|
||||
3.1977833641899958,
|
||||
3.246755371745835,
|
||||
3.2554906209309897,
|
||||
3.208925051566882
|
||||
],
|
||||
"d_fake": [
|
||||
-4.121732320540991,
|
||||
-2.5039029895749865,
|
||||
-2.4196839210314627,
|
||||
-2.4751148549919453,
|
||||
-2.162226782904731,
|
||||
-1.9520056553376026,
|
||||
-2.010821813192123,
|
||||
-2.04483764191978,
|
||||
-1.9762802205534062,
|
||||
-1.9677754375669692,
|
||||
-2.053895281930255,
|
||||
-2.0111517620901775,
|
||||
-2.0822608002230654,
|
||||
-2.117481025875124,
|
||||
-2.094926019000192,
|
||||
-2.2742056561331463,
|
||||
-2.158075381547977,
|
||||
-2.3173255064548592,
|
||||
-2.277683747120393,
|
||||
-2.3235455374432425,
|
||||
-2.29817382290832,
|
||||
-2.3284449129023104,
|
||||
-2.258972657032502,
|
||||
-2.3021991436298075,
|
||||
-2.306573786287226,
|
||||
-2.369942689553285,
|
||||
-2.4827122647538142,
|
||||
-2.3689294798761353,
|
||||
-2.377735561794705,
|
||||
-2.5200935428978033,
|
||||
-2.609631530240051,
|
||||
-2.5955338437333064,
|
||||
-2.7022474240034056,
|
||||
-2.496978238097623,
|
||||
-2.782724885859041,
|
||||
-2.740439227503589,
|
||||
-2.766677660819812,
|
||||
-2.989458263429821,
|
||||
-2.9447697044437766,
|
||||
-3.0063037709293203,
|
||||
-2.9096828036838107,
|
||||
-3.0015719161074386,
|
||||
-2.99232182951055,
|
||||
-3.1561790531517095,
|
||||
-3.1698279747596154,
|
||||
-3.3571352021307006,
|
||||
-3.2598909557375135,
|
||||
-3.29750726161859,
|
||||
-3.2830059344951925,
|
||||
-3.323195302588308
|
||||
],
|
||||
"fid": {
|
||||
"25": 48.87022018432617,
|
||||
"50": 37.92261505126953
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,244 @@
|
||||
{
|
||||
"run_name": "p1d_dcgan_combined",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": [
|
||||
"data",
|
||||
"cropped/generator"
|
||||
],
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"model": "dcgan",
|
||||
"image_size": 64,
|
||||
"latent_dim": 100,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"epochs": 50,
|
||||
"lr_g": 0.0002,
|
||||
"lr_d": 0.0002,
|
||||
"beta1": 0.5,
|
||||
"beta2": 0.999,
|
||||
"augment": false,
|
||||
"run_name": "p1d_dcgan_combined"
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
5.602753116715433,
|
||||
3.9200918163662912,
|
||||
3.5199965534208935,
|
||||
3.371739243915585,
|
||||
3.3461882977039736,
|
||||
3.137788661794385,
|
||||
3.029379733916662,
|
||||
3.0273323862901873,
|
||||
3.059817159144862,
|
||||
3.110683336748623,
|
||||
3.1012984880652743,
|
||||
3.170209281874091,
|
||||
3.216060452067801,
|
||||
3.149093590044638,
|
||||
3.229616947714617,
|
||||
3.1978923002637627,
|
||||
3.213569428304458,
|
||||
3.288445125332971,
|
||||
3.394116686672974,
|
||||
3.4681778399352274,
|
||||
3.5471808772814826,
|
||||
3.584195407632025,
|
||||
3.6233591188278087,
|
||||
3.6579519256933524,
|
||||
3.7541768020247543,
|
||||
3.8486509298629414,
|
||||
3.853615958963967,
|
||||
3.9370697128527827,
|
||||
3.893447044686928,
|
||||
4.054170914542968,
|
||||
4.169152774869911,
|
||||
4.068397091723494,
|
||||
4.220321850800487,
|
||||
4.220843971988212,
|
||||
4.222119323569355,
|
||||
4.454468057673336,
|
||||
4.274902692418486,
|
||||
4.4543398831799035,
|
||||
4.626360943580688,
|
||||
4.629926620374793,
|
||||
4.559587939596772,
|
||||
4.701073604609058,
|
||||
4.808832334089635,
|
||||
4.766056595975499,
|
||||
4.778027893146679,
|
||||
4.945070554623321,
|
||||
4.950684743433428,
|
||||
4.92055880632987,
|
||||
5.104131623323343,
|
||||
5.264587200166242
|
||||
],
|
||||
"d_loss": [
|
||||
0.5941560288201402,
|
||||
0.5435166725036047,
|
||||
0.6135869802571158,
|
||||
0.5412212287094702,
|
||||
0.5531811176649153,
|
||||
0.5630135093134775,
|
||||
0.5534746460656346,
|
||||
0.5472401977380541,
|
||||
0.5239319511497416,
|
||||
0.5308712742340094,
|
||||
0.5319687827642343,
|
||||
0.4754260814049964,
|
||||
0.48488130252271605,
|
||||
0.4492346652591623,
|
||||
0.5035609035427695,
|
||||
0.41642169939829166,
|
||||
0.49735938478559416,
|
||||
0.42360800366327883,
|
||||
0.4164037049420997,
|
||||
0.38883863092900084,
|
||||
0.3472986143945121,
|
||||
0.4231103070064377,
|
||||
0.37862524587418506,
|
||||
0.3370539827139108,
|
||||
0.3326316301610516,
|
||||
0.3157087705767015,
|
||||
0.37345560743864087,
|
||||
0.23807516798631487,
|
||||
0.3646761998375172,
|
||||
0.2889485708124769,
|
||||
0.262900613067451,
|
||||
0.2936477154839223,
|
||||
0.2541603364563262,
|
||||
0.3124791463914555,
|
||||
0.2842812816887744,
|
||||
0.2522809031034801,
|
||||
0.2825513521314717,
|
||||
0.19933682957439502,
|
||||
0.18816793878466337,
|
||||
0.2811344854808,
|
||||
0.24693815568173771,
|
||||
0.22467703497079036,
|
||||
0.21249357462147989,
|
||||
0.20759847874702486,
|
||||
0.23001492449321975,
|
||||
0.2027955057746517,
|
||||
0.1826293948956287,
|
||||
0.1820751474394981,
|
||||
0.19746717913205494,
|
||||
0.19825284948558602
|
||||
],
|
||||
"d_real": [
|
||||
2.696424779413604,
|
||||
2.327351444940557,
|
||||
2.0885737163661764,
|
||||
2.259903701163407,
|
||||
2.2694445908260445,
|
||||
2.215452635937083,
|
||||
2.215867131089706,
|
||||
2.2621064567769475,
|
||||
2.347323578220803,
|
||||
2.3826242159881104,
|
||||
2.4212710157657003,
|
||||
2.5700790950811787,
|
||||
2.593466059502568,
|
||||
2.686655156513161,
|
||||
2.655947719846744,
|
||||
2.7530497914317325,
|
||||
2.7078337450546544,
|
||||
2.820664087252785,
|
||||
2.9336905952706025,
|
||||
3.0003898970727096,
|
||||
3.1563868609156653,
|
||||
3.1792864560317584,
|
||||
3.1736970818030033,
|
||||
3.3192252013573906,
|
||||
3.3352269647978923,
|
||||
3.456437797912793,
|
||||
3.4715038287347,
|
||||
3.6528363304178897,
|
||||
3.498157985691327,
|
||||
3.648601731470326,
|
||||
3.8821339480014343,
|
||||
3.7683673805717217,
|
||||
3.87689308728327,
|
||||
3.84326663673751,
|
||||
3.8918675897978923,
|
||||
4.145611448501701,
|
||||
3.9256785585124567,
|
||||
4.153767295682697,
|
||||
4.330036696654883,
|
||||
4.264925782683056,
|
||||
4.242893510083634,
|
||||
4.3734025985734055,
|
||||
4.525041773581327,
|
||||
4.455497098452508,
|
||||
4.427978808750083,
|
||||
4.66731527648079,
|
||||
4.669608426577508,
|
||||
4.647522037795158,
|
||||
4.766690802803161,
|
||||
4.912821050132988
|
||||
],
|
||||
"d_fake": [
|
||||
-2.798510813026062,
|
||||
-2.3384720874570606,
|
||||
-2.1259883353397204,
|
||||
-2.2805835394111234,
|
||||
-2.329229747727434,
|
||||
-2.2393034463758275,
|
||||
-2.209383860214543,
|
||||
-2.268576476464531,
|
||||
-2.368243645960137,
|
||||
-2.3832102870228704,
|
||||
-2.419676909960703,
|
||||
-2.555288540769921,
|
||||
-2.598164291239345,
|
||||
-2.65237698712751,
|
||||
-2.6473003375237627,
|
||||
-2.725007533518202,
|
||||
-2.6980233289134414,
|
||||
-2.8156557877010315,
|
||||
-2.9129334747982125,
|
||||
-2.9969172360675693,
|
||||
-3.1338784330809766,
|
||||
-3.154010359480134,
|
||||
-3.19762199996248,
|
||||
-3.298961798180384,
|
||||
-3.3446990087421624,
|
||||
-3.472827220293857,
|
||||
-3.458594862653962,
|
||||
-3.6607087134297145,
|
||||
-3.5096239478763676,
|
||||
-3.6943735633613968,
|
||||
-3.8654523949231256,
|
||||
-3.7322029838439876,
|
||||
-3.9089291306926195,
|
||||
-3.8526636406604355,
|
||||
-3.9260732025830443,
|
||||
-4.179815595661436,
|
||||
-3.9352952759701005,
|
||||
-4.197849269610459,
|
||||
-4.369817902718689,
|
||||
-4.276928489465215,
|
||||
-4.259593983978956,
|
||||
-4.402236694205659,
|
||||
-4.479669788731073,
|
||||
-4.430488643422326,
|
||||
-4.4497447466773945,
|
||||
-4.6799298167355925,
|
||||
-4.665135630930246,
|
||||
-4.669863396545866,
|
||||
-4.777835451042639,
|
||||
-4.915241367661711
|
||||
],
|
||||
"fid": {
|
||||
"25": 95.52251434326172,
|
||||
"50": 87.41361236572266
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,445 @@
|
||||
{
|
||||
"run_name": "p2_1_dcgan",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"epochs": 100,
|
||||
"augment": true,
|
||||
"image_size": 64,
|
||||
"run_name": "p2_1_dcgan",
|
||||
"model": "dcgan",
|
||||
"latent_dim": 100,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"lr_g": 0.0002,
|
||||
"lr_d": 0.0002,
|
||||
"beta1": 0.5,
|
||||
"beta2": 0.999
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
7.917207884220168,
|
||||
5.164307089442881,
|
||||
4.463084113903535,
|
||||
3.4890593128581333,
|
||||
3.3985265440538397,
|
||||
3.1101026663668137,
|
||||
3.006300899001141,
|
||||
3.072223545458072,
|
||||
3.039644182810926,
|
||||
2.955167021092951,
|
||||
2.8393835216187515,
|
||||
2.781758146456037,
|
||||
2.7952292010379143,
|
||||
2.7510579200302305,
|
||||
2.827826343413092,
|
||||
2.8293020446490273,
|
||||
2.8979977400193357,
|
||||
2.920995756537996,
|
||||
2.8576827922549386,
|
||||
2.967094968526791,
|
||||
3.0317712200757785,
|
||||
2.9817951140272565,
|
||||
3.085267485238803,
|
||||
3.0754652612038655,
|
||||
3.1619761411068787,
|
||||
3.1525045372864122,
|
||||
3.187886699870961,
|
||||
3.093240438992333,
|
||||
3.182769239649304,
|
||||
3.2119698060385913,
|
||||
3.202078128217632,
|
||||
3.251495524389176,
|
||||
3.254988084308421,
|
||||
3.345758674475245,
|
||||
3.2999407190224552,
|
||||
3.300429462102982,
|
||||
3.2197199631641564,
|
||||
3.3269835958878198,
|
||||
3.384258643383982,
|
||||
3.2563424000723495,
|
||||
3.382972500995438,
|
||||
3.3505804910658834,
|
||||
3.3733615344390273,
|
||||
3.374156787012441,
|
||||
3.4419287664768023,
|
||||
3.405092048745316,
|
||||
3.4367378113361506,
|
||||
3.5005355649030743,
|
||||
3.5005706110411983,
|
||||
3.5274413369404964,
|
||||
3.6043387671184335,
|
||||
3.5771417733536572,
|
||||
3.669941810811432,
|
||||
3.6559583276398797,
|
||||
3.6538899839879613,
|
||||
3.6779603933931417,
|
||||
3.7710742545433535,
|
||||
3.7578723393699045,
|
||||
3.926350258863889,
|
||||
3.837528108563433,
|
||||
3.918703300958006,
|
||||
3.7843924898765664,
|
||||
3.882804385756548,
|
||||
4.001624239560885,
|
||||
3.9985561209738765,
|
||||
4.128043051586192,
|
||||
4.126161763631603,
|
||||
4.108133255671232,
|
||||
4.104230354388809,
|
||||
4.227261422281591,
|
||||
4.19494295040639,
|
||||
4.216025838612492,
|
||||
4.41665283533243,
|
||||
4.281618119559736,
|
||||
4.564752647509942,
|
||||
4.499114790023902,
|
||||
4.584787593692796,
|
||||
4.679011650980474,
|
||||
4.361232344077056,
|
||||
4.590840407925794,
|
||||
4.813304825216277,
|
||||
4.57902659709032,
|
||||
4.832539459579011,
|
||||
4.9397924076288175,
|
||||
4.625206218475205,
|
||||
4.966649229200478,
|
||||
4.926805096272474,
|
||||
4.951553358481481,
|
||||
4.961851539265396,
|
||||
5.14286653812115,
|
||||
5.194743113130586,
|
||||
5.228604655489963,
|
||||
5.24297302400964,
|
||||
5.341128527099251,
|
||||
5.3541075465006704,
|
||||
5.521258246185433,
|
||||
5.480838002302708,
|
||||
5.609807980875684,
|
||||
5.577247871292962,
|
||||
5.614952203554985
|
||||
],
|
||||
"d_loss": [
|
||||
0.5763555629433602,
|
||||
0.5122131684906462,
|
||||
0.620389310324676,
|
||||
0.5931961302064422,
|
||||
0.6296590178186058,
|
||||
0.6730814940717995,
|
||||
0.6612739636538885,
|
||||
0.6153260882402587,
|
||||
0.6108247286552547,
|
||||
0.6650643841896811,
|
||||
0.6594523118219824,
|
||||
0.692894653058969,
|
||||
0.6240045539397969,
|
||||
0.6230511483218935,
|
||||
0.6191545371125396,
|
||||
0.6068207596102332,
|
||||
0.6020652823723279,
|
||||
0.5519442816830089,
|
||||
0.5611419341184645,
|
||||
0.5830549876181743,
|
||||
0.5071517185140879,
|
||||
0.5194456323217123,
|
||||
0.5115664906672432,
|
||||
0.48839289508759975,
|
||||
0.4839783160764183,
|
||||
0.4901474171405674,
|
||||
0.5221659861759752,
|
||||
0.5068330382530251,
|
||||
0.44212537894073206,
|
||||
0.470389934686514,
|
||||
0.4456856010051874,
|
||||
0.45567764032982355,
|
||||
0.44238500613878423,
|
||||
0.43721815988294077,
|
||||
0.4668977649516275,
|
||||
0.45268766465795857,
|
||||
0.4418918028091773,
|
||||
0.4076286483969953,
|
||||
0.39355801848264843,
|
||||
0.4926971450734597,
|
||||
0.4080122074382937,
|
||||
0.4487014988707936,
|
||||
0.4042701556896552,
|
||||
0.448456126703029,
|
||||
0.3569501892177977,
|
||||
0.4521532880826893,
|
||||
0.34237389490963555,
|
||||
0.39582831205593216,
|
||||
0.42116756142618567,
|
||||
0.33966814705895054,
|
||||
0.39056262192435753,
|
||||
0.3713014638926993,
|
||||
0.3311523148455681,
|
||||
0.36592818096948737,
|
||||
0.2983080987046417,
|
||||
0.3656730147269674,
|
||||
0.22664682417471185,
|
||||
0.3577022536092589,
|
||||
0.189400159021537,
|
||||
0.3302424059321101,
|
||||
0.204359516612867,
|
||||
0.3394780140608931,
|
||||
0.29610600392533165,
|
||||
0.1543855135742989,
|
||||
0.269477267188426,
|
||||
0.20703156345770654,
|
||||
0.21472340802319795,
|
||||
0.16616276228147694,
|
||||
0.2493721347095238,
|
||||
0.15762861906829426,
|
||||
0.2595617603630019,
|
||||
0.13425463953843483,
|
||||
0.1232698626147631,
|
||||
0.18156382189187995,
|
||||
0.0946047023917811,
|
||||
0.16258669323805305,
|
||||
0.1060654252417322,
|
||||
0.127834809717173,
|
||||
0.20300457819611725,
|
||||
0.1090698882810071,
|
||||
0.06911229994148016,
|
||||
0.15254949069677445,
|
||||
0.0659111817407175,
|
||||
0.058929545315316856,
|
||||
0.14385590309468219,
|
||||
0.054237651362075895,
|
||||
0.07918651910244018,
|
||||
0.08342758199184114,
|
||||
0.05113096329837273,
|
||||
0.04645771044903459,
|
||||
0.0467070922251536,
|
||||
0.04176504790193887,
|
||||
0.037935673348748915,
|
||||
0.03838690544247755,
|
||||
0.03521515246337423,
|
||||
0.0320754697602083,
|
||||
0.03043429300181058,
|
||||
0.02863019954862917,
|
||||
0.026749396341470763,
|
||||
0.02585176777882645
|
||||
],
|
||||
"d_real": [
|
||||
3.658832452236078,
|
||||
3.176636394272503,
|
||||
2.598063460782043,
|
||||
2.2103742371257553,
|
||||
2.1640163323818107,
|
||||
1.992221514383952,
|
||||
1.9621960892636552,
|
||||
2.052906949295957,
|
||||
2.0434194303985334,
|
||||
1.9905332744630992,
|
||||
1.9506153204502203,
|
||||
1.8907977862235827,
|
||||
1.9284131465814052,
|
||||
1.9599478224403837,
|
||||
2.0102433995303945,
|
||||
2.0531151926415596,
|
||||
2.132095173892812,
|
||||
2.2131900624332266,
|
||||
2.229110815586188,
|
||||
2.259841894492125,
|
||||
2.372028383434328,
|
||||
2.4118558443509617,
|
||||
2.515893740531726,
|
||||
2.5041080173264203,
|
||||
2.556276370317508,
|
||||
2.563848430274898,
|
||||
2.5470131442078157,
|
||||
2.5671800955747948,
|
||||
2.6582601824377337,
|
||||
2.6428770407652245,
|
||||
2.7092806172167134,
|
||||
2.7209871080186634,
|
||||
2.7450771291031795,
|
||||
2.7984285273103633,
|
||||
2.750893878121661,
|
||||
2.832424139365172,
|
||||
2.759920103937133,
|
||||
2.840025967002934,
|
||||
2.926792780558268,
|
||||
2.7202135395799947,
|
||||
2.876352734035916,
|
||||
2.9162532773792234,
|
||||
2.87948491023137,
|
||||
2.8777014577490654,
|
||||
3.0024586375961957,
|
||||
2.918400560688769,
|
||||
3.065101362701155,
|
||||
3.0529297396668,
|
||||
3.0704315707214875,
|
||||
3.1418455727079992,
|
||||
3.1084029368865185,
|
||||
3.192955082298344,
|
||||
3.3125416030231705,
|
||||
3.2552428938384748,
|
||||
3.322135990501469,
|
||||
3.312608604757195,
|
||||
3.4969547630375266,
|
||||
3.4321348565256495,
|
||||
3.6918916620759883,
|
||||
3.5279505476992354,
|
||||
3.691531971988515,
|
||||
3.5071850149040547,
|
||||
3.628778832590478,
|
||||
3.853314782819177,
|
||||
3.7594457120976896,
|
||||
3.8772777329143295,
|
||||
3.9486267872345753,
|
||||
3.982913547092014,
|
||||
3.9435440454727564,
|
||||
4.054704193376068,
|
||||
4.0116107647235575,
|
||||
4.10447040786091,
|
||||
4.298646062867254,
|
||||
4.136851432995918,
|
||||
4.423442090678419,
|
||||
4.316601092998798,
|
||||
4.472628079927885,
|
||||
4.624034392528045,
|
||||
4.213566702655238,
|
||||
4.5559306348490916,
|
||||
4.7495096320779915,
|
||||
4.5268635546040334,
|
||||
4.7973695412660255,
|
||||
4.906427367120727,
|
||||
4.634974031366854,
|
||||
4.939499031784188,
|
||||
4.901055230034722,
|
||||
4.92137941539797,
|
||||
5.023763020833333,
|
||||
5.1759544437767095,
|
||||
5.172672108707265,
|
||||
5.280916132478633,
|
||||
5.339221921741453,
|
||||
5.387169471153846,
|
||||
5.436748798076923,
|
||||
5.471562833867521,
|
||||
5.534818209134615,
|
||||
5.585833166399572,
|
||||
5.660250150240385,
|
||||
5.671019464476496
|
||||
],
|
||||
"d_fake": [
|
||||
-4.154234829111996,
|
||||
-2.9603866022876186,
|
||||
-2.551819760575254,
|
||||
-2.2164930848993807,
|
||||
-2.12470946352706,
|
||||
-1.9940854504577115,
|
||||
-1.9423872874333308,
|
||||
-2.0396510393191605,
|
||||
-2.061372740655883,
|
||||
-1.9626699023776584,
|
||||
-1.9269880963186932,
|
||||
-1.872014518476959,
|
||||
-1.9422331457464104,
|
||||
-1.9553625441005087,
|
||||
-2.000932057698568,
|
||||
-2.0531809228098292,
|
||||
-2.123779036040999,
|
||||
-2.1929496210864468,
|
||||
-2.195885487091847,
|
||||
-2.2498462709606204,
|
||||
-2.3586626949473324,
|
||||
-2.4113944290030718,
|
||||
-2.4512689052483974,
|
||||
-2.4802977244059243,
|
||||
-2.523220331240923,
|
||||
-2.5466522477630877,
|
||||
-2.537100376226963,
|
||||
-2.5150995743580356,
|
||||
-2.638813149215829,
|
||||
-2.643664107363448,
|
||||
-2.661396320049579,
|
||||
-2.706248030703292,
|
||||
-2.737782698411208,
|
||||
-2.7654103010128708,
|
||||
-2.7200393921289687,
|
||||
-2.798819762009841,
|
||||
-2.741312532343416,
|
||||
-2.841126140366253,
|
||||
-2.88130975380922,
|
||||
-2.7181793930184126,
|
||||
-2.88231195955195,
|
||||
-2.86112297905816,
|
||||
-2.9025352673652844,
|
||||
-2.879175235063602,
|
||||
-2.994874220628005,
|
||||
-2.9259895911583533,
|
||||
-3.039472400632679,
|
||||
-3.0502931317712507,
|
||||
-3.0668472203179302,
|
||||
-3.107552552834535,
|
||||
-3.124729759672768,
|
||||
-3.12569825262086,
|
||||
-3.276181359576364,
|
||||
-3.2325875045906782,
|
||||
-3.3241285014356303,
|
||||
-3.2704707740718484,
|
||||
-3.4538855919471154,
|
||||
-3.3901885758098373,
|
||||
-3.663372854901175,
|
||||
-3.5025347522181325,
|
||||
-3.6660510984241452,
|
||||
-3.466804084614811,
|
||||
-3.5850506643963675,
|
||||
-3.8314918452857905,
|
||||
-3.723641159188034,
|
||||
-3.8884613901122003,
|
||||
-3.9131842067099023,
|
||||
-3.968898153712607,
|
||||
-3.8808045998597755,
|
||||
-4.007901770436866,
|
||||
-3.9478665213299613,
|
||||
-4.078438522469284,
|
||||
-4.3020291450696115,
|
||||
-4.115632081643129,
|
||||
-4.424393613114316,
|
||||
-4.295942648863181,
|
||||
-4.456148066072383,
|
||||
-4.523083809094551,
|
||||
-4.209404187324719,
|
||||
-4.4680478348691235,
|
||||
-4.702165130876068,
|
||||
-4.4388203417134084,
|
||||
-4.763563368055555,
|
||||
-4.876099676148504,
|
||||
-4.570830516326121,
|
||||
-4.931941105769231,
|
||||
-4.842198298527644,
|
||||
-4.883774064544939,
|
||||
-4.980497963408119,
|
||||
-5.094478248530983,
|
||||
-5.153299445779915,
|
||||
-5.200420673076923,
|
||||
-5.284008580395299,
|
||||
-5.290185129540598,
|
||||
-5.370613815438034,
|
||||
-5.492617354433761,
|
||||
-5.494445279113248,
|
||||
-5.498526809561966,
|
||||
-5.549091045673077,
|
||||
-5.5799988314636755
|
||||
],
|
||||
"fid": {
|
||||
"25": 444.3497619628906,
|
||||
"50": 438.8713073730469,
|
||||
"75": 431.2607116699219,
|
||||
"100": 429.2948913574219
|
||||
},
|
||||
"train_time_s": 1065.6358892917633
|
||||
},
|
||||
"n_params": 3576704
|
||||
}
|
||||
@@ -0,0 +1,549 @@
|
||||
{
|
||||
"run_name": "p2_2_wgan",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"epochs": 100,
|
||||
"augment": true,
|
||||
"image_size": 64,
|
||||
"run_name": "p2_2_wgan",
|
||||
"model": "wgan_basic",
|
||||
"latent_dim": 128,
|
||||
"ngf": 64,
|
||||
"ndf": 64,
|
||||
"lr_g": 0.0001,
|
||||
"lr_d": 0.0001,
|
||||
"beta1": 0.0,
|
||||
"beta2": 0.9,
|
||||
"n_critic": 2,
|
||||
"gp_lambda": 10
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
0.5048796824919872,
|
||||
4.788411389049302,
|
||||
10.422025240384615,
|
||||
11.89546607905983,
|
||||
12.005675747863247,
|
||||
12.189469818376068,
|
||||
11.867855235042734,
|
||||
11.708433493589743,
|
||||
11.512186164529915,
|
||||
11.477230235042734,
|
||||
11.701355502136753,
|
||||
11.495726495726496,
|
||||
11.45609642094017,
|
||||
11.325053418803419,
|
||||
11.153145032051283,
|
||||
11.0914797008547,
|
||||
11.451188568376068,
|
||||
11.491018963675213,
|
||||
11.676849626068377,
|
||||
11.739549946581196,
|
||||
11.51201923076923,
|
||||
11.747662927350428,
|
||||
11.898871527777779,
|
||||
11.882578792735043,
|
||||
11.966646634615385,
|
||||
12.212540064102564,
|
||||
12.372295673076923,
|
||||
12.339977297008547,
|
||||
12.592915331196581,
|
||||
12.767027243589743,
|
||||
12.784655448717949,
|
||||
12.878639155982906,
|
||||
12.992421207264957,
|
||||
13.21237313034188,
|
||||
13.379073183760683,
|
||||
13.546607905982906,
|
||||
13.527143429487179,
|
||||
13.537960737179487,
|
||||
13.651342147435898,
|
||||
13.871127136752136,
|
||||
14.053018162393162,
|
||||
14.238080929487179,
|
||||
14.230335202991453,
|
||||
14.371728098290598,
|
||||
14.582565438034187,
|
||||
14.72235576923077,
|
||||
14.965578258547009,
|
||||
15.016259348290598,
|
||||
15.358373397435898,
|
||||
15.248898237179487,
|
||||
15.371627938034187,
|
||||
15.705128205128204,
|
||||
15.854166666666666,
|
||||
15.775874732905983,
|
||||
15.66159188034188,
|
||||
15.824986645299145,
|
||||
15.880074786324787,
|
||||
16.153311965811966,
|
||||
16.099626068376068,
|
||||
16.233306623931625,
|
||||
16.385516826923077,
|
||||
16.366519764957264,
|
||||
16.80972889957265,
|
||||
16.851796207264957,
|
||||
16.916800213675213,
|
||||
16.86732104700855,
|
||||
16.896033653846153,
|
||||
17.187433226495727,
|
||||
17.26158520299145,
|
||||
17.410189636752136,
|
||||
17.187099358974358,
|
||||
17.392294337606838,
|
||||
17.518963675213676,
|
||||
17.669604700854702,
|
||||
17.717147435897434,
|
||||
17.7265625,
|
||||
17.860844017094017,
|
||||
17.903245192307693,
|
||||
17.803485576923077,
|
||||
17.940638354700855,
|
||||
18.144898504273506,
|
||||
17.99405715811966,
|
||||
18.144698183760685,
|
||||
18.16332799145299,
|
||||
18.177350427350426,
|
||||
18.298143696581196,
|
||||
18.326188568376068,
|
||||
18.243856837606838,
|
||||
18.45045405982906,
|
||||
18.536658653846153,
|
||||
18.681156517094017,
|
||||
18.56877670940171,
|
||||
18.623998397435898,
|
||||
18.551682692307693,
|
||||
18.55548878205128,
|
||||
18.631610576923077,
|
||||
18.767027243589745,
|
||||
18.642828525641026,
|
||||
18.718482905982906,
|
||||
18.709268162393162
|
||||
],
|
||||
"w_dist": [
|
||||
5.563896361897644,
|
||||
8.274849746981237,
|
||||
8.361894411918444,
|
||||
8.866044742429358,
|
||||
8.258596298022148,
|
||||
7.825238296109387,
|
||||
7.1536570563275585,
|
||||
6.594527984276796,
|
||||
6.183579914590233,
|
||||
5.90569620560377,
|
||||
5.708952957748348,
|
||||
5.507912061153314,
|
||||
5.339095732085725,
|
||||
5.202996864278092,
|
||||
5.074277450895717,
|
||||
4.883117742008633,
|
||||
4.764874193403456,
|
||||
4.629431768360301,
|
||||
4.529606722358965,
|
||||
4.398766474846082,
|
||||
4.307029920765477,
|
||||
4.225950378638047,
|
||||
4.135714734721388,
|
||||
4.036632687617571,
|
||||
3.9649306281000123,
|
||||
3.8985884556403527,
|
||||
3.829692076414059,
|
||||
3.7675907031083717,
|
||||
3.723304510116577,
|
||||
3.631914529026064,
|
||||
3.583066126220247,
|
||||
3.5204685264163547,
|
||||
3.4895818141790538,
|
||||
3.4339134081816063,
|
||||
3.362894055170891,
|
||||
3.322120195780045,
|
||||
3.2863236105340157,
|
||||
3.2280254842888594,
|
||||
3.187457729608585,
|
||||
3.1599054132771287,
|
||||
3.113996530190492,
|
||||
3.0732486227638702,
|
||||
3.067290065634964,
|
||||
3.0048975557343574,
|
||||
2.9896886674766865,
|
||||
2.9657618347396197,
|
||||
2.933791900292421,
|
||||
2.9192120050772643,
|
||||
2.8672267453283324,
|
||||
2.8707475499210195,
|
||||
2.8237135797484307,
|
||||
2.849402360427074,
|
||||
2.813478720493806,
|
||||
2.8155013781327467,
|
||||
2.7994372457520575,
|
||||
2.7725105978484845,
|
||||
2.769606692159278,
|
||||
2.7725830607944064,
|
||||
2.7543913808643308,
|
||||
2.7552421052231746,
|
||||
2.7606820774893475,
|
||||
2.724393245501396,
|
||||
2.7495633047870083,
|
||||
2.7470773305648413,
|
||||
2.7286214461693397,
|
||||
2.723254030586308,
|
||||
2.7216238934769588,
|
||||
2.7152540479969773,
|
||||
2.7073581239097138,
|
||||
2.701463016689333,
|
||||
2.7314126919477415,
|
||||
2.7123166027232113,
|
||||
2.7143735742976522,
|
||||
2.72292909051618,
|
||||
2.725481389934181,
|
||||
2.7300785810519486,
|
||||
2.7224001802949824,
|
||||
2.7255468592684493,
|
||||
2.7314593160254326,
|
||||
2.746192705936921,
|
||||
2.736082879906027,
|
||||
2.730261780257918,
|
||||
2.7552771812830215,
|
||||
2.7513421926742945,
|
||||
2.7549472242339044,
|
||||
2.7607144759251523,
|
||||
2.760169438826732,
|
||||
2.7528287671570086,
|
||||
2.7603067740415916,
|
||||
2.775939419738248,
|
||||
2.7858217312739444,
|
||||
2.7918675964714117,
|
||||
2.7838860576988287,
|
||||
2.8169951907589903,
|
||||
2.808512174166166,
|
||||
2.821414022364168,
|
||||
2.8326073732131567,
|
||||
2.830397883032122,
|
||||
2.8616712399018116,
|
||||
2.849024660566933
|
||||
],
|
||||
"gp": [
|
||||
1.3525601459794447,
|
||||
0.1355859676742146,
|
||||
0.13145664885926706,
|
||||
0.14614479574096254,
|
||||
0.13894047141552734,
|
||||
0.12946645436314946,
|
||||
0.11459243896966562,
|
||||
0.10291724713344096,
|
||||
0.09402290237351106,
|
||||
0.08837770639608304,
|
||||
0.08493044352334024,
|
||||
0.08126684573566557,
|
||||
0.0780457583271986,
|
||||
0.07618618206495148,
|
||||
0.07474887024006273,
|
||||
0.07141462847606367,
|
||||
0.0696512999283707,
|
||||
0.06742624325168312,
|
||||
0.06522547548366153,
|
||||
0.06341529794387583,
|
||||
0.0618975627530589,
|
||||
0.06039712367515661,
|
||||
0.058845197984900996,
|
||||
0.057611002324101254,
|
||||
0.055964621014765695,
|
||||
0.05479672006291584,
|
||||
0.054010151992910184,
|
||||
0.0526694006835803,
|
||||
0.051751364941875905,
|
||||
0.05041016415398345,
|
||||
0.04957535087616525,
|
||||
0.048643693984605565,
|
||||
0.04820462329408679,
|
||||
0.047206774385821104,
|
||||
0.04578257667728596,
|
||||
0.045189644263770715,
|
||||
0.04415863213869624,
|
||||
0.043698305518836036,
|
||||
0.04332385713266384,
|
||||
0.04271839773003808,
|
||||
0.04211271633035862,
|
||||
0.041141939910654075,
|
||||
0.04133779907790132,
|
||||
0.04053297145172763,
|
||||
0.03991818302669204,
|
||||
0.03988865568127451,
|
||||
0.03928494245673601,
|
||||
0.03932269060442972,
|
||||
0.038698296924320676,
|
||||
0.03811738578976793,
|
||||
0.03778478291490649,
|
||||
0.03835955766451537,
|
||||
0.03748297582491914,
|
||||
0.03727105419095765,
|
||||
0.03727148446795714,
|
||||
0.03686157890006454,
|
||||
0.036570174635475516,
|
||||
0.036601324464218356,
|
||||
0.03577777401854595,
|
||||
0.03607283026959079,
|
||||
0.03603899753135112,
|
||||
0.03531867777132708,
|
||||
0.035789801402845316,
|
||||
0.035360395076533414,
|
||||
0.03554848770603028,
|
||||
0.03529106114561168,
|
||||
0.034699008421988316,
|
||||
0.03560688164936872,
|
||||
0.035032848443469815,
|
||||
0.03472618756091429,
|
||||
0.03472620001436872,
|
||||
0.03516313719013945,
|
||||
0.0346550477656703,
|
||||
0.03457799825307905,
|
||||
0.03490059519122936,
|
||||
0.034849149483439125,
|
||||
0.03452173670212555,
|
||||
0.03507260571464769,
|
||||
0.03451430860063077,
|
||||
0.034871834073550045,
|
||||
0.03476859704376413,
|
||||
0.03453417090125955,
|
||||
0.03462102539184639,
|
||||
0.034587705267083824,
|
||||
0.035004345825515114,
|
||||
0.03433268325419253,
|
||||
0.03471479453663859,
|
||||
0.03448611420069813,
|
||||
0.03505588167259454,
|
||||
0.035029376355501324,
|
||||
0.034851501892822295,
|
||||
0.03419299024897508,
|
||||
0.03457759762318152,
|
||||
0.03500594457404481,
|
||||
0.034473868041163966,
|
||||
0.03417007158446707,
|
||||
0.03482374974375225,
|
||||
0.03476867296645402,
|
||||
0.03532255029019255,
|
||||
0.03485553587874413
|
||||
],
|
||||
"d_real": [
|
||||
6.120926973784072,
|
||||
4.638850770253911,
|
||||
-1.2725817391521528,
|
||||
-2.3626233643700933,
|
||||
-3.2239076632719774,
|
||||
-3.867160926771979,
|
||||
-4.246603545724836,
|
||||
-4.64612846955275,
|
||||
-4.902720368825472,
|
||||
-5.137220209989792,
|
||||
-5.635785581209721,
|
||||
-5.654276996086805,
|
||||
-5.710405720604791,
|
||||
-5.761716858444051,
|
||||
-5.7387197613716125,
|
||||
-5.851175843650459,
|
||||
-6.292291278513069,
|
||||
-6.519167848122426,
|
||||
-6.755156328535487,
|
||||
-7.018599663025293,
|
||||
-6.890190455648634,
|
||||
-7.202989962365892,
|
||||
-7.448426297587207,
|
||||
-7.571580296907669,
|
||||
-7.6957776933653745,
|
||||
-8.03230059860099,
|
||||
-8.267680137585371,
|
||||
-8.307361516178164,
|
||||
-8.577077749447945,
|
||||
-8.853703163627886,
|
||||
-8.939347958972311,
|
||||
-9.085698904135288,
|
||||
-9.235857993109613,
|
||||
-9.527283364890987,
|
||||
-9.747923772559206,
|
||||
-9.962894396904188,
|
||||
-9.962564631405039,
|
||||
-10.039581026786413,
|
||||
-10.209603271932684,
|
||||
-10.447008187954243,
|
||||
-10.699985082332905,
|
||||
-10.897042455836239,
|
||||
-10.907622376058855,
|
||||
-11.13432674530225,
|
||||
-11.344598558213976,
|
||||
-11.536250226518028,
|
||||
-11.791762127835526,
|
||||
-11.827963511149088,
|
||||
-12.187930425008139,
|
||||
-12.144138560335861,
|
||||
-12.333346464695074,
|
||||
-12.628077814721653,
|
||||
-12.821740955369085,
|
||||
-12.724972046338594,
|
||||
-12.623707335219423,
|
||||
-12.8577345782875,
|
||||
-12.88096078644451,
|
||||
-13.187395717343714,
|
||||
-13.185164622771435,
|
||||
-13.31601500714946,
|
||||
-13.45507384569217,
|
||||
-13.483069768318764,
|
||||
-13.944781517371153,
|
||||
-13.976463619460407,
|
||||
-14.034765602177025,
|
||||
-13.998740895181639,
|
||||
-14.041964068372025,
|
||||
-14.335321868586744,
|
||||
-14.435263309723291,
|
||||
-14.587245429682936,
|
||||
-14.347747745676937,
|
||||
-14.573724206696209,
|
||||
-14.72084768409403,
|
||||
-14.849558695768698,
|
||||
-14.931516653452164,
|
||||
-14.927019210962149,
|
||||
-15.069775972610865,
|
||||
-15.109935106375278,
|
||||
-15.002157810406807,
|
||||
-15.150896339334993,
|
||||
-15.363249758369902,
|
||||
-15.203894258564354,
|
||||
-15.356125619676378,
|
||||
-15.379689854434412,
|
||||
-15.4038078051347,
|
||||
-15.505011792875763,
|
||||
-15.536940584834824,
|
||||
-15.464425537321302,
|
||||
-15.673127247737003,
|
||||
-15.740207468342577,
|
||||
-15.877484769902678,
|
||||
-15.766821630999573,
|
||||
-15.815224525256035,
|
||||
-15.743409876130585,
|
||||
-15.757238767085932,
|
||||
-15.807624519380749,
|
||||
-15.933451124745556,
|
||||
-15.810618107135479,
|
||||
-15.855070643954807,
|
||||
-15.851765141527878
|
||||
],
|
||||
"d_fake": [
|
||||
0.5570306193250685,
|
||||
-3.635998971489632,
|
||||
-9.63447614816519,
|
||||
-11.228668101832397,
|
||||
-11.48250396638854,
|
||||
-11.692399218551113,
|
||||
-11.400260601288233,
|
||||
-11.24065645535787,
|
||||
-11.086300287491236,
|
||||
-11.042916416103004,
|
||||
-11.344738540486393,
|
||||
-11.162189057749561,
|
||||
-11.049501451671633,
|
||||
-10.964713722212702,
|
||||
-10.812997212776772,
|
||||
-10.73429358514965,
|
||||
-11.057165471916525,
|
||||
-11.148599616482727,
|
||||
-11.284763050894451,
|
||||
-11.417366137871376,
|
||||
-11.197220376414112,
|
||||
-11.42894034100394,
|
||||
-11.584141032308596,
|
||||
-11.60821298452524,
|
||||
-11.660708321465385,
|
||||
-11.930889054241343,
|
||||
-12.09737221399943,
|
||||
-12.074952219286535,
|
||||
-12.300382259564522,
|
||||
-12.48561769265395,
|
||||
-12.522414085192558,
|
||||
-12.606167430551643,
|
||||
-12.725439807288668,
|
||||
-12.961196773072594,
|
||||
-13.110817827730097,
|
||||
-13.285014592684233,
|
||||
-13.248888241939056,
|
||||
-13.267606511075272,
|
||||
-13.397061001541267,
|
||||
-13.606913601231371,
|
||||
-13.813981612523397,
|
||||
-13.970291078600109,
|
||||
-13.974912441693819,
|
||||
-14.139224301036606,
|
||||
-14.334287225690662,
|
||||
-14.502012061257648,
|
||||
-14.725554028127947,
|
||||
-14.747175516226353,
|
||||
-15.055157170336471,
|
||||
-15.01488611025688,
|
||||
-15.157060044443506,
|
||||
-15.477480175148727,
|
||||
-15.63521967586289,
|
||||
-15.540473424471342,
|
||||
-15.423144580971481,
|
||||
-15.630245176135984,
|
||||
-15.650567478603786,
|
||||
-15.95997877813812,
|
||||
-15.939556003635765,
|
||||
-16.071257112372635,
|
||||
-16.21575592318152,
|
||||
-16.20746301382016,
|
||||
-16.69434482215816,
|
||||
-16.72354095002525,
|
||||
-16.763387048346363,
|
||||
-16.721994925767948,
|
||||
-16.763587961848984,
|
||||
-17.05057591658372,
|
||||
-17.142621433633007,
|
||||
-17.28870844637227,
|
||||
-17.07916043762468,
|
||||
-17.28604080941942,
|
||||
-17.43522125839168,
|
||||
-17.572487786284878,
|
||||
-17.656998043386345,
|
||||
-17.6570977920141,
|
||||
-17.792176152905846,
|
||||
-17.835481965643726,
|
||||
-17.73361712643224,
|
||||
-17.897089045271915,
|
||||
-18.09933263827593,
|
||||
-17.934156038822273,
|
||||
-18.1114028009594,
|
||||
-18.131032047108707,
|
||||
-18.158755029368603,
|
||||
-18.265726268800915,
|
||||
-18.297110023661556,
|
||||
-18.21725430447831,
|
||||
-18.433434021778595,
|
||||
-18.516146888080826,
|
||||
-18.66330650117662,
|
||||
-18.558689227470985,
|
||||
-18.599110582954864,
|
||||
-18.560405066889576,
|
||||
-18.565750941252098,
|
||||
-18.629038541744915,
|
||||
-18.766058497958714,
|
||||
-18.641015990167602,
|
||||
-18.716741883856617,
|
||||
-18.70078980209481
|
||||
],
|
||||
"fid": {
|
||||
"25": 489.6378479003906,
|
||||
"50": 474.572021484375,
|
||||
"75": 440.8614807128906,
|
||||
"100": 421.2930908203125
|
||||
},
|
||||
"train_time_s": 1626.9446153640747
|
||||
},
|
||||
"n_params": 3806080
|
||||
}
|
||||
@@ -0,0 +1,549 @@
|
||||
{
|
||||
"run_name": "p2_3_wgan_sn_attn",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"epochs": 100,
|
||||
"augment": true,
|
||||
"image_size": 64,
|
||||
"run_name": "p2_3_wgan_sn_attn",
|
||||
"model": "wgan",
|
||||
"latent_dim": 128,
|
||||
"ngf": 128,
|
||||
"ndf": 128,
|
||||
"lr_g": 0.0001,
|
||||
"lr_d": 0.0001,
|
||||
"beta1": 0.0,
|
||||
"beta2": 0.9,
|
||||
"n_critic": 2,
|
||||
"gp_lambda": 10
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
-1.545559777153863,
|
||||
0.0755724132570446,
|
||||
-8.874330227191631,
|
||||
-11.715034680488783,
|
||||
2.4379899114625068,
|
||||
4.072929838783721,
|
||||
2.736847575913128,
|
||||
3.3058411687867255,
|
||||
5.704305404271835,
|
||||
6.561340853699252,
|
||||
4.9266420022035255,
|
||||
5.437263684395032,
|
||||
5.172169351170206,
|
||||
4.624421209351629,
|
||||
3.4244547786875668,
|
||||
2.1461554633246527,
|
||||
2.527814685788929,
|
||||
2.380245632595486,
|
||||
1.636890900440705,
|
||||
1.4527815468290932,
|
||||
1.459620809962607,
|
||||
1.4220321524856436,
|
||||
1.4883302867922008,
|
||||
1.1082498273278913,
|
||||
1.2326954898671207,
|
||||
1.437114748180422,
|
||||
1.3382899618556356,
|
||||
1.5301717122395833,
|
||||
2.13123784513555,
|
||||
3.5494015685513487,
|
||||
3.959634764581664,
|
||||
4.522829691569011,
|
||||
4.259684375208667,
|
||||
3.3166839730026374,
|
||||
2.5889115292801814,
|
||||
2.795733459994324,
|
||||
2.24729482536642,
|
||||
2.045775389059996,
|
||||
2.0902342184995995,
|
||||
1.5259657639723558,
|
||||
1.3366845285790598,
|
||||
2.2365846470889883,
|
||||
1.7123139862321382,
|
||||
1.9214727939703526,
|
||||
1.9419093753537562,
|
||||
2.0932810204660792,
|
||||
2.1471088115985575,
|
||||
2.0246949807191505,
|
||||
2.890868358122997,
|
||||
2.8760158832256613,
|
||||
2.801048914591471,
|
||||
2.595652800339919,
|
||||
2.9025210193079762,
|
||||
2.736702160957532,
|
||||
2.9235945481520433,
|
||||
2.7148065322484727,
|
||||
3.0076973743927784,
|
||||
3.0523401896158853,
|
||||
3.062586988139356,
|
||||
2.9605489062447834,
|
||||
2.972503140441373,
|
||||
2.9379458386673885,
|
||||
2.8699442545572915,
|
||||
2.552788791493473,
|
||||
2.5628458658854165,
|
||||
2.471428015293219,
|
||||
2.4624988523303952,
|
||||
2.490811013767862,
|
||||
2.714698021228497,
|
||||
2.588561098799746,
|
||||
2.629330822545239,
|
||||
2.4387167254064837,
|
||||
2.377825484316573,
|
||||
2.3360224014673476,
|
||||
2.440532553909171,
|
||||
2.3656710111177883,
|
||||
2.6756658513321834,
|
||||
2.449945824777978,
|
||||
2.4705992641611996,
|
||||
2.6156334510216346,
|
||||
2.4112229958558693,
|
||||
2.4926436660636186,
|
||||
2.409300812289246,
|
||||
2.1111345861712074,
|
||||
2.0974674224853516,
|
||||
2.1321732610718818,
|
||||
2.3314761952457266,
|
||||
2.209630752221132,
|
||||
2.408911593958863,
|
||||
2.3409750196668835,
|
||||
1.9616081205188718,
|
||||
1.996194301507412,
|
||||
2.062886686406584,
|
||||
1.9881043882451506,
|
||||
1.9513955809112289,
|
||||
1.927717975062183,
|
||||
1.9761373731825087,
|
||||
2.06906988681891,
|
||||
1.8620162050948184,
|
||||
1.9165940896058693
|
||||
],
|
||||
"w_dist": [
|
||||
26.799352740263963,
|
||||
17.23909444011684,
|
||||
7.876736454984062,
|
||||
10.908895452817282,
|
||||
4.431521436724907,
|
||||
3.3184485766622753,
|
||||
4.1430634127722845,
|
||||
3.8942658418518867,
|
||||
3.3938401608258233,
|
||||
2.564194661429805,
|
||||
1.0503678155951521,
|
||||
1.255510728328656,
|
||||
1.7760651149174087,
|
||||
2.0432223123617663,
|
||||
1.8368172876727886,
|
||||
1.8733807408656828,
|
||||
2.0761900880397897,
|
||||
2.1461318237149816,
|
||||
2.1866223758611922,
|
||||
2.207482443501552,
|
||||
2.4432426287322984,
|
||||
2.411956970444602,
|
||||
2.537660360845745,
|
||||
2.4737911866898212,
|
||||
2.5426074632913127,
|
||||
2.49895476619912,
|
||||
2.3298818037932754,
|
||||
2.3782744233170128,
|
||||
2.4387922435998917,
|
||||
2.351890524992576,
|
||||
2.2553609835031705,
|
||||
2.3476804117871146,
|
||||
2.3797782791985407,
|
||||
2.3794377299073415,
|
||||
2.4034052846523433,
|
||||
2.468223287604558,
|
||||
2.448674318054293,
|
||||
2.433915341639111,
|
||||
2.4088203638282595,
|
||||
2.3976021520475035,
|
||||
2.354142763803148,
|
||||
2.289462028978727,
|
||||
2.3062966470407624,
|
||||
2.2750693681912546,
|
||||
2.2371280739704766,
|
||||
2.1824387080139585,
|
||||
2.140123632282783,
|
||||
2.1136806258279033,
|
||||
2.0411361606839376,
|
||||
2.008751418728095,
|
||||
2.0028149367779746,
|
||||
1.9745797497085018,
|
||||
1.9473533709652913,
|
||||
2.000265118466993,
|
||||
1.95494957605743,
|
||||
1.9364246055483818,
|
||||
1.9865098941084156,
|
||||
1.926665756246473,
|
||||
1.8813086173727982,
|
||||
1.8560161078587556,
|
||||
1.8506678322441557,
|
||||
1.8251058545250158,
|
||||
1.8310005416472752,
|
||||
1.8293478216848567,
|
||||
1.788412302095666,
|
||||
1.7494194311463935,
|
||||
1.7291288698712985,
|
||||
1.700718988624648,
|
||||
1.705499001738862,
|
||||
1.684702765292082,
|
||||
1.6755266731175094,
|
||||
1.6223076382636006,
|
||||
1.6314988495447698,
|
||||
1.6085462662526684,
|
||||
1.6034546935787568,
|
||||
1.5860291310609915,
|
||||
1.5433754375857165,
|
||||
1.551515841203877,
|
||||
1.54019059591059,
|
||||
1.533384639228511,
|
||||
1.5258633631926317,
|
||||
1.5060702033786693,
|
||||
1.4891142785931244,
|
||||
1.4917844163301663,
|
||||
1.4489038570059671,
|
||||
1.4461171224585965,
|
||||
1.452056616735764,
|
||||
1.4215956193386998,
|
||||
1.4293564843316364,
|
||||
1.4337256730366976,
|
||||
1.4075578824322448,
|
||||
1.4048312647093055,
|
||||
1.3927023314640052,
|
||||
1.3878573686139197,
|
||||
1.3921543130507836,
|
||||
1.375743528843945,
|
||||
1.367438832918803,
|
||||
1.3677212621411707,
|
||||
1.364246655987878,
|
||||
1.3629877153370116
|
||||
],
|
||||
"gp": [
|
||||
0.5044831642856161,
|
||||
0.30776134110055864,
|
||||
0.09919336452208555,
|
||||
0.17890362131297907,
|
||||
0.08271053697392504,
|
||||
0.0472571780371806,
|
||||
0.0535612549378067,
|
||||
0.0466817675345442,
|
||||
0.036443066300673045,
|
||||
0.030898120682129365,
|
||||
0.019149529199418414,
|
||||
0.014635179256005451,
|
||||
0.013106485717316978,
|
||||
0.01607590661240885,
|
||||
0.013796526831216537,
|
||||
0.012251377954947738,
|
||||
0.010890649148545617,
|
||||
0.011597659951772414,
|
||||
0.011404767856857557,
|
||||
0.012483209485992089,
|
||||
0.012702336572170353,
|
||||
0.012275054635436267,
|
||||
0.013547105858954163,
|
||||
0.0124830390057033,
|
||||
0.014702993039634779,
|
||||
0.013480533359663831,
|
||||
0.012382079685966555,
|
||||
0.01300210588781808,
|
||||
0.013092330338047324,
|
||||
0.012419809433074398,
|
||||
0.011373953035590837,
|
||||
0.011938189549877062,
|
||||
0.012318184346052157,
|
||||
0.01110875776135084,
|
||||
0.012427182091523407,
|
||||
0.011629103070013544,
|
||||
0.011636954955119863,
|
||||
0.01201840951386043,
|
||||
0.01260222360276832,
|
||||
0.012408933384865364,
|
||||
0.013147813926200168,
|
||||
0.013507224977092069,
|
||||
0.012801887256562965,
|
||||
0.012592998437253106,
|
||||
0.012864356416249728,
|
||||
0.012779556051131465,
|
||||
0.012280892935466085,
|
||||
0.012731425845736844,
|
||||
0.012397714690046592,
|
||||
0.012565050972625613,
|
||||
0.012515919415865285,
|
||||
0.011752962493974492,
|
||||
0.011411563958972692,
|
||||
0.011380517110029537,
|
||||
0.011647925444014976,
|
||||
0.011869011780657033,
|
||||
0.011112853749625336,
|
||||
0.011293570965261828,
|
||||
0.010501689934788639,
|
||||
0.01073564074258917,
|
||||
0.010531398359761756,
|
||||
0.010241194349080801,
|
||||
0.010412169526118197,
|
||||
0.010499251803430991,
|
||||
0.010395822177430153,
|
||||
0.00977162378302847,
|
||||
0.01007053845300355,
|
||||
0.00991776789803233,
|
||||
0.009735150546786718,
|
||||
0.009597493858478613,
|
||||
0.009804699786353665,
|
||||
0.0089539126945763,
|
||||
0.008997089709364211,
|
||||
0.00911261141872328,
|
||||
0.009042002371627774,
|
||||
0.009101648856268829,
|
||||
0.008399029412360575,
|
||||
0.008703718210658075,
|
||||
0.008447557073842702,
|
||||
0.008670931914323766,
|
||||
0.008367325725784112,
|
||||
0.008036333955147773,
|
||||
0.008311094171676036,
|
||||
0.008364735545071129,
|
||||
0.007694022628005085,
|
||||
0.007958213433038252,
|
||||
0.008284040220762389,
|
||||
0.007724701700797782,
|
||||
0.0079897273123925,
|
||||
0.008109053978437765,
|
||||
0.0075728336006351225,
|
||||
0.007559322848076272,
|
||||
0.007394472670415019,
|
||||
0.007590064442613059,
|
||||
0.007347002560292713,
|
||||
0.007048846675684023,
|
||||
0.007267123010132908,
|
||||
0.0073256156264016265,
|
||||
0.007149310172615079,
|
||||
0.006894596836690863
|
||||
],
|
||||
"d_real": [
|
||||
36.25523343776217,
|
||||
24.760787876338785,
|
||||
22.017947702262646,
|
||||
27.612354596710613,
|
||||
7.356850282281128,
|
||||
3.747226473548983,
|
||||
5.832391393936088,
|
||||
4.768380877458387,
|
||||
1.0861509179171078,
|
||||
-0.5619672957457539,
|
||||
-1.1086835748810544,
|
||||
-1.4709960795206647,
|
||||
-1.0234767884398117,
|
||||
0.027786950206654705,
|
||||
0.7830751437980396,
|
||||
1.8220531156716437,
|
||||
1.6234126322321658,
|
||||
1.941378932700962,
|
||||
2.712485917008076,
|
||||
2.8391098618571067,
|
||||
2.9930312275631814,
|
||||
2.77625157037734,
|
||||
2.7263334021609054,
|
||||
2.9709846741304946,
|
||||
2.95030786205306,
|
||||
2.601896508334157,
|
||||
2.655748173053193,
|
||||
2.3083787244290876,
|
||||
1.716103265969417,
|
||||
0.2192995498736954,
|
||||
-0.03707685756186644,
|
||||
-0.6917098079704576,
|
||||
-0.6620554489394029,
|
||||
0.23974136712077337,
|
||||
1.1777308945599785,
|
||||
0.9712683434765308,
|
||||
1.3603088603888311,
|
||||
1.6119256921860778,
|
||||
1.6598279705732806,
|
||||
1.8315825807010262,
|
||||
2.2094133307233963,
|
||||
1.222636884707225,
|
||||
1.6429849891549246,
|
||||
1.5163829169498804,
|
||||
1.3784152558710203,
|
||||
1.3062069595146637,
|
||||
1.0220202546343844,
|
||||
1.174666422793371,
|
||||
0.23231566125033504,
|
||||
0.20630318412764204,
|
||||
0.20939737360956323,
|
||||
0.41546090353184784,
|
||||
0.05538882292870782,
|
||||
0.2397566135558817,
|
||||
0.009711862287014468,
|
||||
0.26926597102712363,
|
||||
-0.2320584105566526,
|
||||
-0.3166105183056341,
|
||||
-0.36672052692494583,
|
||||
-0.48110578448758423,
|
||||
-0.4340730239278995,
|
||||
-0.4501450105976218,
|
||||
-0.38969515166922003,
|
||||
-0.08418369141972473,
|
||||
-0.1483121139721738,
|
||||
-0.1796659101636555,
|
||||
-0.1481955498456955,
|
||||
-0.17109096459407583,
|
||||
-0.5072800232033826,
|
||||
-0.42170111793610787,
|
||||
-0.4238343832887009,
|
||||
-0.3186386530088563,
|
||||
-0.36230170883190554,
|
||||
-0.3402242486914381,
|
||||
-0.4149485856740393,
|
||||
-0.36789291220693254,
|
||||
-0.7855577391182256,
|
||||
-0.528156803889025,
|
||||
-0.5977442652846758,
|
||||
-0.7629952643138285,
|
||||
-0.5791166892959776,
|
||||
-0.8071273118496324,
|
||||
-0.6594299010407084,
|
||||
-0.39403122587877715,
|
||||
-0.43794685459703714,
|
||||
-0.5062324419522133,
|
||||
-0.7586349833310924,
|
||||
-0.5724228475676675,
|
||||
-0.8275346452306606,
|
||||
-0.7992830874605311,
|
||||
-0.42668926684806746,
|
||||
-0.5155239798462926,
|
||||
-0.6009357936489277,
|
||||
-0.5356776900907867,
|
||||
-0.5026411891668143,
|
||||
-0.5151384154525704,
|
||||
-0.5899979643499813,
|
||||
-0.6751014452395786,
|
||||
-0.5035388560798497,
|
||||
-0.5568832585818938
|
||||
],
|
||||
"d_fake": [
|
||||
9.45588080993352,
|
||||
7.521693424504791,
|
||||
14.141211249698431,
|
||||
16.703459139308357,
|
||||
2.9253288355265927,
|
||||
0.42877788475563383,
|
||||
1.689327974111224,
|
||||
0.8741150340463362,
|
||||
-2.307689250056815,
|
||||
-3.1261619625087733,
|
||||
-2.159051386989717,
|
||||
-2.7265068070055585,
|
||||
-2.799541907798913,
|
||||
-2.015435363110314,
|
||||
-1.0537421434130678,
|
||||
-0.05132762430251664,
|
||||
-0.45277745357881755,
|
||||
-0.2047528920169824,
|
||||
0.5258635404464017,
|
||||
0.6316274176550727,
|
||||
0.549788596164276,
|
||||
0.3642945998053775,
|
||||
0.1886730437986871,
|
||||
0.497193485737229,
|
||||
0.40770039492501664,
|
||||
0.10294174359968075,
|
||||
0.3258663731603286,
|
||||
-0.06989569947696649,
|
||||
-0.7226889801140015,
|
||||
-2.1325909761696034,
|
||||
-2.2924378437396045,
|
||||
-3.039390221986378,
|
||||
-3.0418337310035515,
|
||||
-2.139696363709931,
|
||||
-1.2256743885958805,
|
||||
-1.4969549441996675,
|
||||
-1.0883654579759026,
|
||||
-0.8219896491425924,
|
||||
-0.7489923937644205,
|
||||
-0.5660195714658779,
|
||||
-0.1447294371154828,
|
||||
-1.0668251468585088,
|
||||
-0.6633116550202298,
|
||||
-0.7586864525308976,
|
||||
-0.8587128162129313,
|
||||
-0.8762317490405761,
|
||||
-1.1181033758175933,
|
||||
-0.9390142050484179,
|
||||
-1.8088204962575538,
|
||||
-1.8024482380312223,
|
||||
-1.7934175623564894,
|
||||
-1.5591188471079764,
|
||||
-1.8919645453301759,
|
||||
-1.7605085044573896,
|
||||
-1.9452377156251006,
|
||||
-1.6671586347520988,
|
||||
-2.2185683062331925,
|
||||
-2.2432762773978148,
|
||||
-2.248029145658908,
|
||||
-2.3371218923145,
|
||||
-2.284740854580051,
|
||||
-2.275250861262027,
|
||||
-2.220695690180247,
|
||||
-1.9135315145533054,
|
||||
-1.9367244156698387,
|
||||
-1.9290853426672327,
|
||||
-1.8773244172812273,
|
||||
-1.8718099504645564,
|
||||
-2.2127790226895585,
|
||||
-2.1064038816202655,
|
||||
-2.0993610557853284,
|
||||
-1.940946290564015,
|
||||
-1.993800554352884,
|
||||
-1.9487705131371815,
|
||||
-2.018403278838875,
|
||||
-1.9539220442111866,
|
||||
-2.328933175302978,
|
||||
-2.0796726440740194,
|
||||
-2.1379348597385817,
|
||||
-2.296379904776143,
|
||||
-2.104980050984165,
|
||||
-2.313197515737743,
|
||||
-2.1485441769035454,
|
||||
-1.8858156403542583,
|
||||
-1.8868507097960792,
|
||||
-1.952349566257535,
|
||||
-2.2106915982400315,
|
||||
-1.9940184651372523,
|
||||
-2.2568911297294574,
|
||||
-2.233008761428551,
|
||||
-1.8342471486673906,
|
||||
-1.9203552460083022,
|
||||
-1.9936381264024565,
|
||||
-1.9235350602569106,
|
||||
-1.8947955016365163,
|
||||
-1.890881944105475,
|
||||
-1.9574367973006244,
|
||||
-2.042822706911108,
|
||||
-1.8677855122786684,
|
||||
-1.9198709750293284
|
||||
],
|
||||
"fid": {
|
||||
"25": 274.4306945800781,
|
||||
"50": 223.15243530273438,
|
||||
"75": 159.37228393554688,
|
||||
"100": 110.12692260742188
|
||||
},
|
||||
"train_time_s": 2341.2221508026123
|
||||
},
|
||||
"n_params": 13199105
|
||||
}
|
||||
@@ -0,0 +1,549 @@
|
||||
{
|
||||
"run_name": "p2_4_wgan_sn_attn_128",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"epochs": 100,
|
||||
"augment": true,
|
||||
"image_size": 128,
|
||||
"run_name": "p2_4_wgan_sn_attn_128",
|
||||
"model": "wgan",
|
||||
"latent_dim": 128,
|
||||
"ngf": 128,
|
||||
"ndf": 128,
|
||||
"lr_g": 0.0001,
|
||||
"lr_d": 0.0001,
|
||||
"beta1": 0.0,
|
||||
"beta2": 0.9,
|
||||
"n_critic": 2,
|
||||
"gp_lambda": 10
|
||||
},
|
||||
"history": {
|
||||
"g_loss": [
|
||||
-28.481870618640865,
|
||||
-6.278949444110577,
|
||||
-19.098353198450855,
|
||||
-30.791177342080662,
|
||||
-31.446803166316105,
|
||||
-2.699485844017094,
|
||||
-3.7995698716905384,
|
||||
-0.4626839140541533,
|
||||
1.9271474984975963,
|
||||
14.703126499795506,
|
||||
14.977054824177017,
|
||||
16.87198528061565,
|
||||
14.100309453458868,
|
||||
10.18031480577257,
|
||||
7.486836490468082,
|
||||
6.91698253664196,
|
||||
2.3932962010049414,
|
||||
0.7162616436298077,
|
||||
2.8324767952291374,
|
||||
0.9092115092481303,
|
||||
0.0769595936832265,
|
||||
-0.8632275181957799,
|
||||
-0.07997535640357906,
|
||||
0.7631713345519497,
|
||||
4.623353094117254,
|
||||
5.510669153979701,
|
||||
6.002468532986111,
|
||||
4.7007090250651045,
|
||||
3.8342256464509883,
|
||||
0.43619856875166935,
|
||||
4.6761495476095085,
|
||||
4.095392732538729,
|
||||
5.659887069310898,
|
||||
5.8885782029893665,
|
||||
5.626396244407719,
|
||||
3.066688994057158,
|
||||
1.1110318175747864,
|
||||
0.6948109162159455,
|
||||
1.3979173970018697,
|
||||
1.4975296411758814,
|
||||
2.4065511328542333,
|
||||
1.1337133228269398,
|
||||
-0.05740643362713675,
|
||||
0.05382518279246795,
|
||||
1.2910659659622061,
|
||||
2.8940638354700856,
|
||||
2.1154459113748665,
|
||||
1.7901744353465545,
|
||||
-0.4126125237880609,
|
||||
-0.45884411151592547,
|
||||
0.6277627537393162,
|
||||
-1.9255517160790598,
|
||||
-2.0540960589025774,
|
||||
-1.1064354008079593,
|
||||
-1.4354932165553427,
|
||||
-0.9069685324644431,
|
||||
-1.4017047066973825,
|
||||
-1.795200445713141,
|
||||
-1.7628280117980435,
|
||||
-1.2515780457064636,
|
||||
-1.7447115906283386,
|
||||
-1.411563710269765,
|
||||
-1.8572773729634082,
|
||||
-2.690372825687767,
|
||||
-1.0843876243656516,
|
||||
-2.092415051582532,
|
||||
-3.290748270148905,
|
||||
-2.4294820280156584,
|
||||
-2.721961282257341,
|
||||
-3.3527525551298742,
|
||||
-3.0356428847353683,
|
||||
-2.9903199285523505,
|
||||
-3.340899084368323,
|
||||
-2.545010036892361,
|
||||
-3.8142573038736978,
|
||||
-2.6980794270833335,
|
||||
-3.7333525307158117,
|
||||
-2.946534116044004,
|
||||
-3.3424820859208064,
|
||||
-3.509617601704394,
|
||||
-3.7825879846882615,
|
||||
-4.5981262728699255,
|
||||
-4.207479028620272,
|
||||
-3.9389596270699787,
|
||||
-4.7202713795197315,
|
||||
-4.484940488114316,
|
||||
-5.216243646083734,
|
||||
-5.2711256956442805,
|
||||
-4.643734597752237,
|
||||
-5.231214425502679,
|
||||
-5.370926620613815,
|
||||
-4.98108144906851,
|
||||
-5.142175658136352,
|
||||
-5.144700009598691,
|
||||
-4.855223826872996,
|
||||
-5.457235385210086,
|
||||
-5.370382977347089,
|
||||
-4.972062591813568,
|
||||
-6.3612446581196584,
|
||||
-5.905079377003205
|
||||
],
|
||||
"w_dist": [
|
||||
256.26637036864383,
|
||||
196.55620359966898,
|
||||
34.76623114459535,
|
||||
27.701567988110405,
|
||||
26.784395469559563,
|
||||
8.811796618832481,
|
||||
9.814083612627453,
|
||||
10.501499433802744,
|
||||
6.007042083984766,
|
||||
4.014069894185433,
|
||||
4.475512960909779,
|
||||
4.8591298137465095,
|
||||
4.060480517327276,
|
||||
4.6325055987407,
|
||||
3.451822386465521,
|
||||
3.805243837273019,
|
||||
3.497764135018373,
|
||||
2.55632721995696,
|
||||
2.8513485627551365,
|
||||
3.8181735675813804,
|
||||
4.195524400498113,
|
||||
4.582981640711809,
|
||||
4.635544811303799,
|
||||
4.327993528965192,
|
||||
3.8200045727257037,
|
||||
3.988161932199429,
|
||||
3.9413715097894015,
|
||||
4.264028133108066,
|
||||
4.645780353719353,
|
||||
4.865333342654074,
|
||||
5.250336485540765,
|
||||
4.809147485301026,
|
||||
4.370857673068332,
|
||||
4.18350375806674,
|
||||
3.879783983923431,
|
||||
3.629613314683621,
|
||||
3.588858602393387,
|
||||
3.5410543486603303,
|
||||
3.748316321108076,
|
||||
3.7674195672202315,
|
||||
3.6464764785308104,
|
||||
3.5115217468422704,
|
||||
3.6775054266819587,
|
||||
3.9032972157001495,
|
||||
3.780820354182496,
|
||||
3.698670619764389,
|
||||
3.561846683741125,
|
||||
3.4601320765721493,
|
||||
3.4560582249337792,
|
||||
3.439330591350539,
|
||||
3.2829728081949754,
|
||||
3.332420339314347,
|
||||
3.3267548194425736,
|
||||
3.3264750940168004,
|
||||
3.306389464590794,
|
||||
3.329769903141209,
|
||||
3.3881563976661773,
|
||||
3.2956221671695385,
|
||||
3.223242159996532,
|
||||
3.198481967051824,
|
||||
3.176800858261239,
|
||||
3.1756216659505143,
|
||||
3.2349649924370976,
|
||||
3.208514943973631,
|
||||
3.106992126084291,
|
||||
3.243300145635238,
|
||||
3.188477354331149,
|
||||
3.2213519032184896,
|
||||
3.2725365332558622,
|
||||
3.203567038489203,
|
||||
3.210699688611377,
|
||||
3.260398191646633,
|
||||
3.309373783504861,
|
||||
3.2569794801310596,
|
||||
3.242186952987288,
|
||||
3.296804600642023,
|
||||
3.2795591093281393,
|
||||
3.2537479845122395,
|
||||
3.1721868194066563,
|
||||
3.202598747279909,
|
||||
3.1283717850844064,
|
||||
3.121030332823085,
|
||||
3.171216596522902,
|
||||
3.1576408492958445,
|
||||
3.2327608960306544,
|
||||
3.1276810276202665,
|
||||
3.244266853500635,
|
||||
3.224511683241934,
|
||||
3.180550272011349,
|
||||
3.189294463294184,
|
||||
3.158132470571078,
|
||||
3.182097786002689,
|
||||
3.1594361168706517,
|
||||
3.184060424566269,
|
||||
3.245565838793404,
|
||||
3.217138765459387,
|
||||
3.1395480021452293,
|
||||
3.197584114777736,
|
||||
3.190632956659692,
|
||||
3.194623186547532
|
||||
],
|
||||
"gp": [
|
||||
9.268622957751589,
|
||||
7.6499263884451905,
|
||||
0.8563230545061011,
|
||||
0.6261323273856527,
|
||||
0.6231505815098938,
|
||||
0.22522208539562094,
|
||||
0.2530128412052161,
|
||||
0.2634584297521565,
|
||||
0.13986281962253344,
|
||||
0.06519026227263558,
|
||||
0.062346658780852444,
|
||||
0.05957016142276235,
|
||||
0.061736356375468336,
|
||||
0.05310697399644961,
|
||||
0.04702045292291058,
|
||||
0.051812074484470755,
|
||||
0.05418990980376068,
|
||||
0.043842221276922166,
|
||||
0.03804254838122198,
|
||||
0.040096273009951874,
|
||||
0.04769119965589136,
|
||||
0.04310873871207492,
|
||||
0.04649622783633984,
|
||||
0.041013861443194695,
|
||||
0.03527041273211471,
|
||||
0.03573083950795679,
|
||||
0.03636535251927045,
|
||||
0.043587025682816014,
|
||||
0.056094018262850806,
|
||||
0.059469716328904666,
|
||||
0.06451645172718498,
|
||||
0.054715767078913555,
|
||||
0.05242989595649111,
|
||||
0.04717880890915632,
|
||||
0.03730777849077096,
|
||||
0.03673156838004406,
|
||||
0.033969710101413295,
|
||||
0.03287379127334103,
|
||||
0.03891352693247808,
|
||||
0.036420692453901164,
|
||||
0.034268828720833436,
|
||||
0.03241094505876048,
|
||||
0.030350039658359546,
|
||||
0.03427236508199961,
|
||||
0.0345403193625518,
|
||||
0.03137544616977246,
|
||||
0.030241549836917438,
|
||||
0.02919593273013289,
|
||||
0.027756508568134636,
|
||||
0.029709857343258258,
|
||||
0.02714403618214668,
|
||||
0.028854293572620895,
|
||||
0.026628652316892248,
|
||||
0.028511116941833597,
|
||||
0.028899157064584777,
|
||||
0.027318198746269267,
|
||||
0.031239270750019286,
|
||||
0.03022845970908514,
|
||||
0.0293510532599643,
|
||||
0.02883148175250325,
|
||||
0.029250893040369146,
|
||||
0.0279549971396008,
|
||||
0.03151349062458254,
|
||||
0.0311271263153141,
|
||||
0.029454778015223514,
|
||||
0.031144582371935885,
|
||||
0.030513672456622887,
|
||||
0.028810288530225173,
|
||||
0.03163093781301704,
|
||||
0.03258804103725741,
|
||||
0.033387839244917415,
|
||||
0.0321731419256753,
|
||||
0.03251527396376985,
|
||||
0.031857955240660436,
|
||||
0.03210261887293627,
|
||||
0.0316076609524938,
|
||||
0.031002555939997744,
|
||||
0.030773559528498504,
|
||||
0.03220514349667276,
|
||||
0.031734486253788836,
|
||||
0.03020745211850024,
|
||||
0.029952844347144104,
|
||||
0.02986539155145327,
|
||||
0.031140670300716072,
|
||||
0.03090409806662868,
|
||||
0.029073020215464644,
|
||||
0.03016118880492659,
|
||||
0.03154020292513295,
|
||||
0.029461549755193803,
|
||||
0.029486177436426345,
|
||||
0.03167089990252613,
|
||||
0.02905685948028874,
|
||||
0.029628933762582257,
|
||||
0.02906288756714322,
|
||||
0.028868589012955245,
|
||||
0.03240025364674437,
|
||||
0.028826858659282837,
|
||||
0.028081481439523145,
|
||||
0.030368077407519404,
|
||||
0.03117659844708844
|
||||
],
|
||||
"d_real": [
|
||||
294.0631466926768,
|
||||
223.80096493419418,
|
||||
69.20955578677165,
|
||||
72.35594316501903,
|
||||
70.7039132048177,
|
||||
24.796546222944546,
|
||||
25.061755548430305,
|
||||
21.76406273360436,
|
||||
12.05397861591007,
|
||||
-2.2908116111006493,
|
||||
-3.2408462770474262,
|
||||
-3.9775791813929877,
|
||||
-2.080649313891036,
|
||||
2.3230055840606365,
|
||||
2.295439561064809,
|
||||
3.2613705519554963,
|
||||
8.150245448781384,
|
||||
7.89836514986351,
|
||||
5.931165528666769,
|
||||
8.951483103199902,
|
||||
9.813517244262064,
|
||||
11.106349258341341,
|
||||
11.071134364694101,
|
||||
9.178974351025799,
|
||||
4.824757603880687,
|
||||
3.74547088244914,
|
||||
3.4101524718551555,
|
||||
4.47363054440317,
|
||||
5.870058029380619,
|
||||
9.954107180810892,
|
||||
5.6416338959183445,
|
||||
6.167250939031952,
|
||||
3.7791032614425206,
|
||||
3.2501065545739274,
|
||||
2.3192708099372368,
|
||||
5.230010246364479,
|
||||
6.905530192849473,
|
||||
7.303600358466308,
|
||||
6.369211483396526,
|
||||
5.9714411272961865,
|
||||
5.020034141138068,
|
||||
6.102055102363866,
|
||||
6.610056125105191,
|
||||
7.172860459639476,
|
||||
6.18391361577898,
|
||||
4.30742421386461,
|
||||
5.160604528955415,
|
||||
5.391324723314526,
|
||||
7.0549444620553245,
|
||||
7.400837609178235,
|
||||
6.092669263959695,
|
||||
7.858691665702141,
|
||||
8.019564874756794,
|
||||
7.426715313576353,
|
||||
7.754826546718295,
|
||||
6.890766507157912,
|
||||
7.511093888113386,
|
||||
7.483419720051635,
|
||||
7.452344799270997,
|
||||
6.859966744756342,
|
||||
6.963304449509606,
|
||||
6.378041829213372,
|
||||
7.210815254375976,
|
||||
7.573977004577461,
|
||||
6.238879799237873,
|
||||
7.1984543512201205,
|
||||
8.37386239804009,
|
||||
7.042145173359885,
|
||||
7.524780127514377,
|
||||
8.006436344522696,
|
||||
7.706486723298191,
|
||||
7.633737698866007,
|
||||
7.855496548848529,
|
||||
7.157266773856604,
|
||||
8.451862482481406,
|
||||
7.1827149885014085,
|
||||
8.191673793567297,
|
||||
7.383404967144259,
|
||||
7.621937138434404,
|
||||
7.715507889851036,
|
||||
7.833713281294729,
|
||||
8.595004485999672,
|
||||
8.226810751053003,
|
||||
7.834782666566535,
|
||||
8.685560697164291,
|
||||
8.297551264556555,
|
||||
9.062974569507134,
|
||||
9.017747469325988,
|
||||
8.213809716714243,
|
||||
8.84195155567593,
|
||||
8.872008674738245,
|
||||
8.476759099011492,
|
||||
8.680221335946495,
|
||||
8.51531114222275,
|
||||
8.194256554524868,
|
||||
8.871929256261414,
|
||||
8.54240646162349,
|
||||
8.157509832619093,
|
||||
9.590543688871922,
|
||||
9.113957726547861
|
||||
],
|
||||
"d_fake": [
|
||||
37.796776547548404,
|
||||
27.244761196578033,
|
||||
34.443324730946465,
|
||||
44.65437519715892,
|
||||
43.919517725196656,
|
||||
15.984749589242742,
|
||||
15.247671952550737,
|
||||
11.262563286365097,
|
||||
6.046936529250736,
|
||||
-6.304881515729631,
|
||||
-7.716359251966844,
|
||||
-8.836708993929573,
|
||||
-6.1411298300083885,
|
||||
-2.309500007547884,
|
||||
-1.1563828243022292,
|
||||
-0.5438732828976761,
|
||||
4.652481314272452,
|
||||
5.3420379305751915,
|
||||
3.0798169664210744,
|
||||
5.133309537719967,
|
||||
5.61799284008642,
|
||||
6.523367620781701,
|
||||
6.435589549091891,
|
||||
4.850980811648899,
|
||||
1.0047530328106677,
|
||||
-0.24269105169253471,
|
||||
-0.5312190432197008,
|
||||
0.20960240613700998,
|
||||
1.2242776724772575,
|
||||
5.088773837297136,
|
||||
0.391297418019201,
|
||||
1.3581034447520206,
|
||||
-0.5917544183440697,
|
||||
-0.9333972113254743,
|
||||
-1.5605131731583521,
|
||||
1.600396933973345,
|
||||
3.3166715858711138,
|
||||
3.7625460082139726,
|
||||
2.6208951709489536,
|
||||
2.204021563833086,
|
||||
1.3735576527049909,
|
||||
2.590533351063983,
|
||||
2.9325507000789175,
|
||||
3.2695632390041127,
|
||||
2.4030932623765664,
|
||||
0.6087535940683805,
|
||||
1.5987578380502696,
|
||||
1.9311926472677379,
|
||||
3.5988862417701983,
|
||||
3.961507011141278,
|
||||
2.8096964575318446,
|
||||
4.526271325942034,
|
||||
4.6928100562694235,
|
||||
4.100240220275954,
|
||||
4.448437086601033,
|
||||
3.5609966023610187,
|
||||
4.12293748719952,
|
||||
4.187797556352666,
|
||||
4.229102643254476,
|
||||
3.661484780888527,
|
||||
3.786503593477174,
|
||||
3.2024201618300543,
|
||||
3.9758502585638285,
|
||||
4.365462063405758,
|
||||
3.1318876727396607,
|
||||
3.9551542083549704,
|
||||
5.18538504286518,
|
||||
3.8207932683583508,
|
||||
4.252243589482501,
|
||||
4.802869302149002,
|
||||
4.495787035530577,
|
||||
4.373339508556658,
|
||||
4.546122765630229,
|
||||
3.900287294250905,
|
||||
5.209675531770683,
|
||||
3.8859103905657926,
|
||||
4.912114682734713,
|
||||
4.129656976996324,
|
||||
4.449750321527195,
|
||||
4.512909139514479,
|
||||
4.705341494077037,
|
||||
5.473974148559774,
|
||||
5.055594153352018,
|
||||
4.677141815885647,
|
||||
5.452799800592355,
|
||||
5.169870242078463,
|
||||
5.818707714796576,
|
||||
5.793235785335812,
|
||||
5.033259448125704,
|
||||
5.652657094212551,
|
||||
5.713876200935397,
|
||||
5.294661313088404,
|
||||
5.5207852224986524,
|
||||
5.3312507222255325,
|
||||
4.9486907144817405,
|
||||
5.654790493269634,
|
||||
5.402858461022505,
|
||||
4.9599257194652004,
|
||||
6.399910730683906,
|
||||
5.91933453707104
|
||||
],
|
||||
"fid": {
|
||||
"25": 428.64849853515625,
|
||||
"50": 264.2867736816406,
|
||||
"75": 229.668212890625,
|
||||
"100": 185.9598388671875
|
||||
},
|
||||
"train_time_s": 5861.4565670490265
|
||||
},
|
||||
"n_params": 13347714
|
||||
}
|
||||
@@ -0,0 +1,548 @@
|
||||
{
|
||||
"run_name": "p3_1_vae",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"num_workers": 2,
|
||||
"epochs": 100,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"model": "vae",
|
||||
"latent_dim": 256,
|
||||
"ngf": 64,
|
||||
"grad_clip": 1.0,
|
||||
"run_name": "p3_1_vae",
|
||||
"lr": 0.0005,
|
||||
"beta_kl": 0.25,
|
||||
"lambda_perceptual": 0.0,
|
||||
"lambda_adversarial": 0.0
|
||||
},
|
||||
"history": {
|
||||
"recon_loss": [
|
||||
0.07131652818180811,
|
||||
0.04839004274521373,
|
||||
0.04452062843956499,
|
||||
0.04353479713870165,
|
||||
0.043699693698913626,
|
||||
0.044162471062288836,
|
||||
0.044934689377744995,
|
||||
0.04592526849741355,
|
||||
0.047077489165095694,
|
||||
0.04793272184160275,
|
||||
0.04926021105776995,
|
||||
0.05025381562260226,
|
||||
0.05120742289174316,
|
||||
0.052108900581733286,
|
||||
0.053131219620505966,
|
||||
0.05401940069869798,
|
||||
0.05489145301314246,
|
||||
0.055811726878214084,
|
||||
0.05665480460907914,
|
||||
0.0575029267412093,
|
||||
0.05754986319404382,
|
||||
0.057160187035034865,
|
||||
0.05722308493991438,
|
||||
0.05713338962891418,
|
||||
0.05686132515119946,
|
||||
0.056816555862116,
|
||||
0.05664816373784063,
|
||||
0.05655015064164614,
|
||||
0.056517735943516605,
|
||||
0.056386624335542194,
|
||||
0.05631861151156262,
|
||||
0.056178740154092126,
|
||||
0.056074508314586095,
|
||||
0.05601463455738675,
|
||||
0.05584243320438088,
|
||||
0.05574028127086468,
|
||||
0.05563880511137665,
|
||||
0.055547706926098235,
|
||||
0.05556490144923202,
|
||||
0.05538980011692923,
|
||||
0.05529476007303366,
|
||||
0.05527778912303794,
|
||||
0.0552029303378529,
|
||||
0.05519345425801654,
|
||||
0.05497326165374018,
|
||||
0.05496025659366805,
|
||||
0.0549636375095345,
|
||||
0.0548208407086567,
|
||||
0.05475613919015114,
|
||||
0.05467982544826391,
|
||||
0.05467521703332408,
|
||||
0.05451676477160719,
|
||||
0.054423171549271315,
|
||||
0.05440536335620106,
|
||||
0.054226587956341415,
|
||||
0.05415793756643931,
|
||||
0.0540492157650809,
|
||||
0.0539091299725776,
|
||||
0.05381450568859139,
|
||||
0.053790501263151824,
|
||||
0.053688646684217654,
|
||||
0.05361353090176216,
|
||||
0.05348594906206569,
|
||||
0.053407231775613934,
|
||||
0.05329926665394734,
|
||||
0.053199282489143886,
|
||||
0.05318549033413585,
|
||||
0.053034571994446285,
|
||||
0.05299898797375524,
|
||||
0.052894837278713525,
|
||||
0.05281204023422339,
|
||||
0.05279633629685029,
|
||||
0.05266677101071064,
|
||||
0.0525879480310867,
|
||||
0.052519615285862714,
|
||||
0.05243872805761221,
|
||||
0.05236124007715883,
|
||||
0.052327762763851725,
|
||||
0.05222526421117732,
|
||||
0.05212976400636964,
|
||||
0.05209252470706263,
|
||||
0.0520137355177321,
|
||||
0.051939742568020635,
|
||||
0.05186714857625656,
|
||||
0.051828445420942754,
|
||||
0.051747049658726424,
|
||||
0.05169421551414789,
|
||||
0.05160299702109689,
|
||||
0.05152464638917874,
|
||||
0.051478635081941754,
|
||||
0.0514086935764704,
|
||||
0.05138895747403049,
|
||||
0.051289146423785605,
|
||||
0.05126826443637793,
|
||||
0.05114383632555986,
|
||||
0.051157466693120636,
|
||||
0.05104086854550828,
|
||||
0.05102811497437139,
|
||||
0.0509683930545918,
|
||||
0.05096899156068635
|
||||
],
|
||||
"kl_loss": [
|
||||
0.7611013715847944,
|
||||
0.5151619965321997,
|
||||
0.39718208143599015,
|
||||
0.3297253664360087,
|
||||
0.2878693372138545,
|
||||
0.257130523904776,
|
||||
0.23313261619490436,
|
||||
0.21345858896772066,
|
||||
0.1973419941197603,
|
||||
0.18355375779872266,
|
||||
0.1717705535583007,
|
||||
0.1612550135797415,
|
||||
0.15217030946260843,
|
||||
0.1444861331047156,
|
||||
0.13738160394132137,
|
||||
0.1306394640611023,
|
||||
0.12505544035926333,
|
||||
0.12011377760169344,
|
||||
0.11535473169488275,
|
||||
0.1109595281095841,
|
||||
0.11022479862420477,
|
||||
0.10970949868743236,
|
||||
0.10961869400408533,
|
||||
0.10945094661771232,
|
||||
0.10919397698444688,
|
||||
0.10875842463957448,
|
||||
0.10874241859548622,
|
||||
0.10849472851707385,
|
||||
0.10825413890565053,
|
||||
0.10820380448658243,
|
||||
0.10811882353045492,
|
||||
0.10812433239104402,
|
||||
0.10808505038293,
|
||||
0.10790401608006567,
|
||||
0.10787000140955305,
|
||||
0.10800883411151221,
|
||||
0.10767164218247446,
|
||||
0.10764909312765822,
|
||||
0.10733446480435693,
|
||||
0.10740953346348217,
|
||||
0.10733820650822078,
|
||||
0.10725643148279598,
|
||||
0.10736855125834799,
|
||||
0.10717424525855443,
|
||||
0.10725876993030055,
|
||||
0.10694582887694366,
|
||||
0.10713813684753373,
|
||||
0.10726828694853008,
|
||||
0.10701580285134478,
|
||||
0.10700331553498395,
|
||||
0.10686330029215568,
|
||||
0.10687567073947345,
|
||||
0.10698378102010132,
|
||||
0.10673714201483461,
|
||||
0.10696066876188812,
|
||||
0.10678731051520404,
|
||||
0.10679936213180041,
|
||||
0.10696167247290285,
|
||||
0.1067299399142846,
|
||||
0.10684242702893212,
|
||||
0.10679143969701906,
|
||||
0.10698746744957235,
|
||||
0.10674736718846183,
|
||||
0.10685917330730675,
|
||||
0.1070305180664246,
|
||||
0.10704450406388849,
|
||||
0.10696375739370656,
|
||||
0.10697911899441327,
|
||||
0.10700849091841115,
|
||||
0.10684541509383255,
|
||||
0.10709039088434134,
|
||||
0.10708275965900503,
|
||||
0.10700157213096435,
|
||||
0.10683403667221722,
|
||||
0.10696323639434627,
|
||||
0.10717970753709476,
|
||||
0.10707768420569408,
|
||||
0.10707720299052377,
|
||||
0.10703401576377387,
|
||||
0.10714245904396233,
|
||||
0.10722182246928032,
|
||||
0.10714326931052229,
|
||||
0.10708108509325573,
|
||||
0.10726493315245861,
|
||||
0.10718185655199565,
|
||||
0.10716394220407192,
|
||||
0.10727782184496903,
|
||||
0.10729229825938869,
|
||||
0.10722832862510641,
|
||||
0.10727461647146787,
|
||||
0.10739002018593825,
|
||||
0.10721855878065793,
|
||||
0.10737398387784632,
|
||||
0.10721981757853785,
|
||||
0.10756766480895188,
|
||||
0.10733713450021723,
|
||||
0.10742478621884799,
|
||||
0.10721213524986027,
|
||||
0.10737172850113139,
|
||||
0.10744189095293355
|
||||
],
|
||||
"perc_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0
|
||||
],
|
||||
"adv_g_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0
|
||||
],
|
||||
"adv_d_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0
|
||||
],
|
||||
"fid": {
|
||||
"25": 108.92365264892578,
|
||||
"50": 93.73921203613281,
|
||||
"75": 90.11531829833984,
|
||||
"100": 88.40287780761719
|
||||
},
|
||||
"train_time_s": 1526.7542352676392
|
||||
},
|
||||
"n_params": 10608451
|
||||
}
|
||||
@@ -0,0 +1,548 @@
|
||||
{
|
||||
"run_name": "p3_2_vae_perceptual",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"num_workers": 2,
|
||||
"epochs": 100,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"model": "vae",
|
||||
"latent_dim": 256,
|
||||
"ngf": 64,
|
||||
"grad_clip": 1.0,
|
||||
"run_name": "p3_2_vae_perceptual",
|
||||
"lr": 0.0005,
|
||||
"beta_kl": 0.25,
|
||||
"lambda_perceptual": 0.1,
|
||||
"lambda_adversarial": 0.0
|
||||
},
|
||||
"history": {
|
||||
"recon_loss": [
|
||||
0.07014625494042014,
|
||||
0.04432385861396025,
|
||||
0.03902342810462683,
|
||||
0.036902043435117625,
|
||||
0.035906293887135565,
|
||||
0.035914984559560686,
|
||||
0.0360899488401846,
|
||||
0.036847473583860785,
|
||||
0.037394630213260144,
|
||||
0.03836990671200503,
|
||||
0.039295883698022775,
|
||||
0.040212508386526354,
|
||||
0.04124497003757801,
|
||||
0.04212733724305772,
|
||||
0.04325710433638758,
|
||||
0.04402907300963361,
|
||||
0.045103192679647706,
|
||||
0.04595246975525068,
|
||||
0.04698181097419598,
|
||||
0.047825980820080154,
|
||||
0.04772546164627768,
|
||||
0.04763130701950982,
|
||||
0.047709369705591954,
|
||||
0.04753121634961194,
|
||||
0.04741841174948674,
|
||||
0.04729832872016053,
|
||||
0.04722155279551561,
|
||||
0.0469712430340612,
|
||||
0.04693082829093576,
|
||||
0.0468663705401441,
|
||||
0.04660685717040657,
|
||||
0.04661381538384236,
|
||||
0.046462044382515624,
|
||||
0.0464134263431924,
|
||||
0.046272445438254595,
|
||||
0.04624118105882508,
|
||||
0.046066727958874315,
|
||||
0.04603223238363225,
|
||||
0.04589838094404365,
|
||||
0.0458371472489248,
|
||||
0.04577782691225537,
|
||||
0.04567820464985238,
|
||||
0.04560983914913785,
|
||||
0.045465615761076286,
|
||||
0.04543259674603613,
|
||||
0.04530587481159685,
|
||||
0.04528731873465909,
|
||||
0.04525673297098559,
|
||||
0.04507890154217553,
|
||||
0.0450239604514124,
|
||||
0.04497251241730574,
|
||||
0.044865927300774135,
|
||||
0.04475303162207715,
|
||||
0.044664276763796806,
|
||||
0.044507257990602754,
|
||||
0.0444452501515038,
|
||||
0.044273821509674065,
|
||||
0.044196275588220514,
|
||||
0.044097925846775375,
|
||||
0.04397543971864586,
|
||||
0.04393626836279773,
|
||||
0.043823353540247835,
|
||||
0.04371356347209623,
|
||||
0.043580674797169164,
|
||||
0.04348461520181507,
|
||||
0.04339473670682846,
|
||||
0.043282039009798795,
|
||||
0.04320543994888281,
|
||||
0.04314021340324583,
|
||||
0.04300904847904403,
|
||||
0.04293948887950844,
|
||||
0.04286929544730064,
|
||||
0.04278319672896312,
|
||||
0.04270272867547141,
|
||||
0.0425933551393513,
|
||||
0.04250210111276207,
|
||||
0.04243518800562263,
|
||||
0.04233357961424905,
|
||||
0.04227217231105026,
|
||||
0.042201977119677596,
|
||||
0.04207655237430436,
|
||||
0.04206944097024508,
|
||||
0.0420022471768097,
|
||||
0.041929350385808535,
|
||||
0.04179893332159417,
|
||||
0.041740718671781384,
|
||||
0.04166606991177695,
|
||||
0.04158131634959808,
|
||||
0.04155632069445828,
|
||||
0.04140628448440733,
|
||||
0.041379960253834724,
|
||||
0.041310225080093764,
|
||||
0.04123378162168794,
|
||||
0.04118641266105776,
|
||||
0.04113346862837545,
|
||||
0.041023712032116376,
|
||||
0.04102735277902112,
|
||||
0.04096395063062764,
|
||||
0.04094440599059702,
|
||||
0.040864359348630294
|
||||
],
|
||||
"kl_loss": [
|
||||
0.9578518337673612,
|
||||
0.8413855069213443,
|
||||
0.7201743645545764,
|
||||
0.6246620782165446,
|
||||
0.5550231880102402,
|
||||
0.49975109450582766,
|
||||
0.454662803783376,
|
||||
0.4155570190941167,
|
||||
0.3821740793621438,
|
||||
0.352426735827556,
|
||||
0.32639839258204156,
|
||||
0.3032199253893306,
|
||||
0.2829984358360625,
|
||||
0.26505850424241817,
|
||||
0.24903864537676176,
|
||||
0.23453107457130384,
|
||||
0.22166774176761636,
|
||||
0.21033292894180006,
|
||||
0.19950743799662998,
|
||||
0.18994869887192026,
|
||||
0.18805619294189999,
|
||||
0.18697467955768618,
|
||||
0.1855154659312505,
|
||||
0.1852042447680082,
|
||||
0.18474761941112006,
|
||||
0.1843619988514827,
|
||||
0.18399313028551575,
|
||||
0.18352704119478536,
|
||||
0.18345636556036451,
|
||||
0.18366932483692455,
|
||||
0.18345450644946507,
|
||||
0.18317942117523944,
|
||||
0.1830864556006387,
|
||||
0.1831519056079734,
|
||||
0.18329900547734693,
|
||||
0.1829878402252992,
|
||||
0.18321112291807803,
|
||||
0.18296580338197896,
|
||||
0.18312124166096377,
|
||||
0.18301436457878503,
|
||||
0.1831260528574642,
|
||||
0.18320244878657863,
|
||||
0.18332607687538505,
|
||||
0.18335427452101666,
|
||||
0.18322811696009758,
|
||||
0.18336237903334138,
|
||||
0.183573446308191,
|
||||
0.18356411601615769,
|
||||
0.18363770969912538,
|
||||
0.18377095862076834,
|
||||
0.18369814056234482,
|
||||
0.18386876185098264,
|
||||
0.18424720492245805,
|
||||
0.18420857423518458,
|
||||
0.18395239082921264,
|
||||
0.18442093539569113,
|
||||
0.1842692175036312,
|
||||
0.18475162495787328,
|
||||
0.18502490509014863,
|
||||
0.18480629139603713,
|
||||
0.1851997250993537,
|
||||
0.1850732435973791,
|
||||
0.1854018302809479,
|
||||
0.18547267151566652,
|
||||
0.18569090538936803,
|
||||
0.1859345402664099,
|
||||
0.18615943276219898,
|
||||
0.18631401260057065,
|
||||
0.1865774132948146,
|
||||
0.1867309583303256,
|
||||
0.18672093723574254,
|
||||
0.18682665680336136,
|
||||
0.18679539349853483,
|
||||
0.18683723016427115,
|
||||
0.1874776411578696,
|
||||
0.18746165714712223,
|
||||
0.1873003001141752,
|
||||
0.18763184111215112,
|
||||
0.18799093031348327,
|
||||
0.18802655252635989,
|
||||
0.18824852079662502,
|
||||
0.1882636730169129,
|
||||
0.18849152215143555,
|
||||
0.1886035389561429,
|
||||
0.188697873813729,
|
||||
0.18883028218888828,
|
||||
0.1889004738858113,
|
||||
0.18922981174073666,
|
||||
0.18946354345888153,
|
||||
0.18955816268029377,
|
||||
0.18944057507010606,
|
||||
0.18984314531852037,
|
||||
0.19001257871715432,
|
||||
0.19001863161340737,
|
||||
0.18997256346365327,
|
||||
0.19019658920856622,
|
||||
0.19018171425176483,
|
||||
0.19038618680758354,
|
||||
0.19034281325263855,
|
||||
0.19046620505615178
|
||||
],
|
||||
"perc_loss": [
|
||||
3.257610213552785,
|
||||
2.987424520855276,
|
||||
2.8892488026211405,
|
||||
2.8424616914529066,
|
||||
2.817538415774321,
|
||||
2.807587738220508,
|
||||
2.8047564518757357,
|
||||
2.8080830421203222,
|
||||
2.8133585376617236,
|
||||
2.821376688969441,
|
||||
2.830571848612565,
|
||||
2.840076332927769,
|
||||
2.8507282504668603,
|
||||
2.8593530094521675,
|
||||
2.8690790253826695,
|
||||
2.877339167982085,
|
||||
2.8865632745954724,
|
||||
2.8936263704911256,
|
||||
2.9023511684857883,
|
||||
2.9098138376178904,
|
||||
2.906375333794162,
|
||||
2.9055831661591163,
|
||||
2.9031203985214233,
|
||||
2.9002673641229286,
|
||||
2.897312533651662,
|
||||
2.8946053095352955,
|
||||
2.8919762974111443,
|
||||
2.8902457397208257,
|
||||
2.8877664065768576,
|
||||
2.884983114197723,
|
||||
2.882109224286854,
|
||||
2.8805122767758164,
|
||||
2.8777520192994013,
|
||||
2.876453428186922,
|
||||
2.874014714334765,
|
||||
2.8723304679251123,
|
||||
2.870547831058502,
|
||||
2.86905308564504,
|
||||
2.8669193524580736,
|
||||
2.865350999383845,
|
||||
2.8633312608441734,
|
||||
2.861651761409564,
|
||||
2.860612149421985,
|
||||
2.858717398256318,
|
||||
2.857239680412488,
|
||||
2.8558127604998074,
|
||||
2.853911985189487,
|
||||
2.852791876364977,
|
||||
2.850916815109742,
|
||||
2.8496591963319697,
|
||||
2.8490061500133614,
|
||||
2.8465628389619355,
|
||||
2.844754463587052,
|
||||
2.842957689211919,
|
||||
2.840948245464227,
|
||||
2.8397679522506194,
|
||||
2.837174654006958,
|
||||
2.835211678957328,
|
||||
2.833740895629948,
|
||||
2.8325765499701867,
|
||||
2.830295750218579,
|
||||
2.8292511431579914,
|
||||
2.8273453595291853,
|
||||
2.8257394835480256,
|
||||
2.823762384744791,
|
||||
2.822507558215378,
|
||||
2.8205288745399213,
|
||||
2.819065808230995,
|
||||
2.8176180297492914,
|
||||
2.8165967805772767,
|
||||
2.8143360721759305,
|
||||
2.8135039892971005,
|
||||
2.8120578970664587,
|
||||
2.8098325041624217,
|
||||
2.8090034366672874,
|
||||
2.8076502920215964,
|
||||
2.80601545684358,
|
||||
2.805327193859296,
|
||||
2.803745285058633,
|
||||
2.802450499473474,
|
||||
2.800580952412043,
|
||||
2.799968459157862,
|
||||
2.798532901156662,
|
||||
2.797372330967178,
|
||||
2.795650184663952,
|
||||
2.79500452371744,
|
||||
2.79342931152409,
|
||||
2.792220654650631,
|
||||
2.7911063600809145,
|
||||
2.7897617689564695,
|
||||
2.7887179505111823,
|
||||
2.7880892407180915,
|
||||
2.7868736916118197,
|
||||
2.785768971993373,
|
||||
2.784949649602939,
|
||||
2.784032260760283,
|
||||
2.783316181765662,
|
||||
2.7821382457374506,
|
||||
2.7815805586994204,
|
||||
2.780150015639444
|
||||
],
|
||||
"adv_g_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0
|
||||
],
|
||||
"adv_d_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0
|
||||
],
|
||||
"fid": {
|
||||
"25": 85.4538345336914,
|
||||
"50": 70.30448150634766,
|
||||
"75": 68.88232421875,
|
||||
"100": 68.23878479003906
|
||||
},
|
||||
"train_time_s": 1526.8077104091644
|
||||
},
|
||||
"n_params": 10608451
|
||||
}
|
||||
@@ -0,0 +1,550 @@
|
||||
{
|
||||
"run_name": "p3_3_vae_patchgan",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"num_workers": 2,
|
||||
"epochs": 100,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"model": "vae",
|
||||
"latent_dim": 256,
|
||||
"ngf": 64,
|
||||
"grad_clip": 1.0,
|
||||
"run_name": "p3_3_vae_patchgan",
|
||||
"lr": 0.0005,
|
||||
"lr_d": 0.0001,
|
||||
"beta_kl": 0.25,
|
||||
"lambda_perceptual": 0.1,
|
||||
"lambda_adversarial": 0.01,
|
||||
"ndf_patch": 64
|
||||
},
|
||||
"history": {
|
||||
"recon_loss": [
|
||||
0.07256481288653663,
|
||||
0.04414264540960137,
|
||||
0.03923531813133094,
|
||||
0.03690198250512919,
|
||||
0.03610035986042558,
|
||||
0.03585429300562057,
|
||||
0.03614142174936003,
|
||||
0.03675156902187528,
|
||||
0.03742894164135314,
|
||||
0.0383954416307756,
|
||||
0.039195723903293796,
|
||||
0.04035789030007063,
|
||||
0.04136944739705222,
|
||||
0.04217637810282982,
|
||||
0.04317184983410387,
|
||||
0.04414223251529993,
|
||||
0.045082664196817286,
|
||||
0.0459897641140299,
|
||||
0.046940210410672374,
|
||||
0.04794481957856661,
|
||||
0.04979389414000206,
|
||||
0.050820046454731725,
|
||||
0.050248638519810304,
|
||||
0.049580192527709864,
|
||||
0.049034240106359504,
|
||||
0.048891564759497456,
|
||||
0.04878619169163653,
|
||||
0.04837235698524194,
|
||||
0.04854527746255581,
|
||||
0.04844111150815191,
|
||||
0.0483922261872098,
|
||||
0.04822369044025739,
|
||||
0.048200586078386023,
|
||||
0.047983415560144134,
|
||||
0.0478166768199995,
|
||||
0.0477692344918465,
|
||||
0.04770479275661911,
|
||||
0.04758516683155655,
|
||||
0.047635042673756935,
|
||||
0.04756982100761344,
|
||||
0.04745731656399802,
|
||||
0.04740560844413236,
|
||||
0.04746005712793423,
|
||||
0.04733826805893172,
|
||||
0.047378935079034575,
|
||||
0.04739771968024409,
|
||||
0.047426708408782624,
|
||||
0.047361184023002274,
|
||||
0.04733280055861697,
|
||||
0.04722336093043415,
|
||||
0.04732823220646789,
|
||||
0.0472236652022753,
|
||||
0.047047707785525895,
|
||||
0.04700392111339885,
|
||||
0.046977425869713485,
|
||||
0.04659851064157282,
|
||||
0.04664327050599023,
|
||||
0.046512148024625756,
|
||||
0.04652243379790049,
|
||||
0.04643834348067514,
|
||||
0.046477761987246506,
|
||||
0.04622124535883339,
|
||||
0.04625549639423943,
|
||||
0.04613285658992509,
|
||||
0.04605264870975262,
|
||||
0.04589356125419975,
|
||||
0.04583498457462615,
|
||||
0.04573038787955148,
|
||||
0.0457718974759436,
|
||||
0.04564371212329875,
|
||||
0.04559122066562756,
|
||||
0.045480694916322194,
|
||||
0.04536095822755343,
|
||||
0.045297518324775576,
|
||||
0.04521293488418699,
|
||||
0.04522842195076056,
|
||||
0.045203558049904995,
|
||||
0.04512962291383336,
|
||||
0.04501655121516977,
|
||||
0.04495001771351975,
|
||||
0.044781594123277396,
|
||||
0.04481303215854698,
|
||||
0.044778383241441004,
|
||||
0.044675282958863125,
|
||||
0.04455677082395961,
|
||||
0.04459468223568466,
|
||||
0.04447825120873431,
|
||||
0.04439788500372416,
|
||||
0.044356526783070505,
|
||||
0.04437946719236863,
|
||||
0.044278508139790125,
|
||||
0.0442026794816439,
|
||||
0.04421330326929306,
|
||||
0.0441932631099326,
|
||||
0.04406989279847879,
|
||||
0.043991477594862126,
|
||||
0.04401077344440497,
|
||||
0.043903381531883,
|
||||
0.043854401948360294,
|
||||
0.04389296859725673
|
||||
],
|
||||
"kl_loss": [
|
||||
0.9422818552225064,
|
||||
0.8304157827654456,
|
||||
0.711033024212234,
|
||||
0.6201538036012242,
|
||||
0.5516812854852432,
|
||||
0.49781491747523987,
|
||||
0.4539294478475538,
|
||||
0.4149613824919758,
|
||||
0.3822571930085492,
|
||||
0.3525762819708922,
|
||||
0.32686203138695824,
|
||||
0.3036677601118373,
|
||||
0.2831739962228343,
|
||||
0.26551324956946903,
|
||||
0.24915392639545295,
|
||||
0.234747304684586,
|
||||
0.22180349417986014,
|
||||
0.21073915000654694,
|
||||
0.20005385755983174,
|
||||
0.19080995443539742,
|
||||
0.20008063157144776,
|
||||
0.20165701993764976,
|
||||
0.20599561308821043,
|
||||
0.20952844473286572,
|
||||
0.2119306048266908,
|
||||
0.21374986164717594,
|
||||
0.21439095319081575,
|
||||
0.2146782086382055,
|
||||
0.21535835013939783,
|
||||
0.2156351603822321,
|
||||
0.2156747308297035,
|
||||
0.2163603354850386,
|
||||
0.21604907694153297,
|
||||
0.2170932454049078,
|
||||
0.2172167382688604,
|
||||
0.21753370074125436,
|
||||
0.21788769651554588,
|
||||
0.21780646761131084,
|
||||
0.21757154243114668,
|
||||
0.2174266650954373,
|
||||
0.21739230457788858,
|
||||
0.21768093402059668,
|
||||
0.21731426490423006,
|
||||
0.21709907592998612,
|
||||
0.21729469019123632,
|
||||
0.21711179728691393,
|
||||
0.2172128687429632,
|
||||
0.2170052423309057,
|
||||
0.21706495239821255,
|
||||
0.2174526669530787,
|
||||
0.2170911322737861,
|
||||
0.21746987362320608,
|
||||
0.21689637371490145,
|
||||
0.21768690562910503,
|
||||
0.21710836957407814,
|
||||
0.21804575870434442,
|
||||
0.217907239165571,
|
||||
0.21759957396703908,
|
||||
0.21808122977232322,
|
||||
0.21784972603249753,
|
||||
0.21785366121265623,
|
||||
0.21845279487534466,
|
||||
0.21855741242567697,
|
||||
0.21834458735508797,
|
||||
0.21865385595677245,
|
||||
0.2191770772457632,
|
||||
0.21917275520853507,
|
||||
0.21897286963131693,
|
||||
0.2189757764721528,
|
||||
0.21977992066078716,
|
||||
0.22024847930058455,
|
||||
0.21994173469451758,
|
||||
0.21978110724534744,
|
||||
0.21947090617484516,
|
||||
0.219740368394006,
|
||||
0.21953950682256976,
|
||||
0.2196803634874841,
|
||||
0.2198349738923403,
|
||||
0.2205247895903567,
|
||||
0.2201039091580444,
|
||||
0.22056390408776763,
|
||||
0.22043023312575796,
|
||||
0.22098283940910274,
|
||||
0.22084448502486587,
|
||||
0.22079740432847259,
|
||||
0.220382661678088,
|
||||
0.2211024827745735,
|
||||
0.2208555058345326,
|
||||
0.22062583204008576,
|
||||
0.22087381401250505,
|
||||
0.22094633755011436,
|
||||
0.22113347610729372,
|
||||
0.2210337378594101,
|
||||
0.22095281971443412,
|
||||
0.22108463678731877,
|
||||
0.22107870204963237,
|
||||
0.22101640819102272,
|
||||
0.221434213889715,
|
||||
0.22125727438137063,
|
||||
0.22125603885859504
|
||||
],
|
||||
"perc_loss": [
|
||||
3.268518664388575,
|
||||
2.9844126731921463,
|
||||
2.8893332792143536,
|
||||
2.842300501644102,
|
||||
2.8177173336346946,
|
||||
2.8061808974314957,
|
||||
2.80318136449553,
|
||||
2.8056567907333374,
|
||||
2.8115715369200096,
|
||||
2.8198827128125052,
|
||||
2.828476501835717,
|
||||
2.8390082136178627,
|
||||
2.849494279959263,
|
||||
2.8572748884176598,
|
||||
2.867123058718494,
|
||||
2.875808890049274,
|
||||
2.8851839202082057,
|
||||
2.892486855515048,
|
||||
2.9006601964306626,
|
||||
2.90893748937509,
|
||||
3.002905537430038,
|
||||
3.0841518523346663,
|
||||
3.1015493930914464,
|
||||
3.1056835936684895,
|
||||
3.1069560407573342,
|
||||
3.1064426521969657,
|
||||
3.108147989480923,
|
||||
3.1069585961154385,
|
||||
3.1126723849875297,
|
||||
3.110053312065255,
|
||||
3.111884709606823,
|
||||
3.109374719297784,
|
||||
3.1103647427681165,
|
||||
3.1077851240451517,
|
||||
3.1043045816258488,
|
||||
3.103300364098997,
|
||||
3.100696138337127,
|
||||
3.101050837427123,
|
||||
3.104057640601427,
|
||||
3.1031913258071637,
|
||||
3.1028205446707897,
|
||||
3.0987310552189493,
|
||||
3.104932033098661,
|
||||
3.100133360451103,
|
||||
3.10110838087196,
|
||||
3.1032485880403438,
|
||||
3.1042901129804106,
|
||||
3.1003458077072077,
|
||||
3.103027570960868,
|
||||
3.0989463599319134,
|
||||
3.100031643341749,
|
||||
3.0986684830779705,
|
||||
3.097568829344888,
|
||||
3.0981435597452345,
|
||||
3.0955454218081937,
|
||||
3.091543544561435,
|
||||
3.094627695205884,
|
||||
3.0887583132483,
|
||||
3.0919363335666494,
|
||||
3.0886334053471556,
|
||||
3.089639984134935,
|
||||
3.0892311589330688,
|
||||
3.0903091853500433,
|
||||
3.089088388487824,
|
||||
3.0876893849454374,
|
||||
3.0847945982574396,
|
||||
3.083339012076712,
|
||||
3.0836611441057973,
|
||||
3.0838507724623394,
|
||||
3.083322472551949,
|
||||
3.0839521288871765,
|
||||
3.0830512260779357,
|
||||
3.0811995609193787,
|
||||
3.077091329627567,
|
||||
3.0774103555923853,
|
||||
3.0779298793556342,
|
||||
3.0798700487511788,
|
||||
3.0797718432214527,
|
||||
3.0784103956996884,
|
||||
3.0775557175660744,
|
||||
3.0766860032692933,
|
||||
3.0762227615739546,
|
||||
3.078130325700483,
|
||||
3.0726998621581965,
|
||||
3.0729522781494336,
|
||||
3.073877077836257,
|
||||
3.0732357578399854,
|
||||
3.0725482758293805,
|
||||
3.0729044237707415,
|
||||
3.0753370171938186,
|
||||
3.0735755771653266,
|
||||
3.073718212099157,
|
||||
3.0729570011807303,
|
||||
3.073591929725093,
|
||||
3.0722544748558955,
|
||||
3.0702306806531725,
|
||||
3.071104440933619,
|
||||
3.070158361369728,
|
||||
3.0697627974371624,
|
||||
3.0690404686153445
|
||||
],
|
||||
"adv_g_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
1.1438086142078934,
|
||||
1.3848216148714225,
|
||||
1.431843824498057,
|
||||
1.4550386664107378,
|
||||
1.534417847609227,
|
||||
1.5428873566456904,
|
||||
1.5969856012459351,
|
||||
1.6761763638968015,
|
||||
1.6849639529728482,
|
||||
1.6978890428033013,
|
||||
1.7520971780754306,
|
||||
1.758636311062763,
|
||||
1.7961577434952443,
|
||||
1.7791677351849966,
|
||||
1.8282766153351364,
|
||||
1.8869179757869141,
|
||||
1.8936229561073468,
|
||||
1.916680078762464,
|
||||
2.0205936250396266,
|
||||
2.0106747031020813,
|
||||
2.1042307398488953,
|
||||
2.0886956008198934,
|
||||
2.1438577952914133,
|
||||
2.144290308058103,
|
||||
2.2067003882466216,
|
||||
2.260120966622972,
|
||||
2.3372040491583,
|
||||
2.2787050508981586,
|
||||
2.4021470887411356,
|
||||
2.406920169790586,
|
||||
2.4421350724167294,
|
||||
2.4470817596993895,
|
||||
2.46695097300232,
|
||||
2.470248263870549,
|
||||
2.5584849823489146,
|
||||
2.492347888998751,
|
||||
2.526307321766503,
|
||||
2.5345261624226203,
|
||||
2.5415179539694743,
|
||||
2.553662398814136,
|
||||
2.590494660103423,
|
||||
2.609607903366415,
|
||||
2.5870104153186846,
|
||||
2.633848020281547,
|
||||
2.617674359271669,
|
||||
2.6077225506305695,
|
||||
2.626374716687406,
|
||||
2.623414141500098,
|
||||
2.6401452143222857,
|
||||
2.685499318389811,
|
||||
2.6790291177920804,
|
||||
2.6827956965336432,
|
||||
2.6683848851766343,
|
||||
2.692997595948032,
|
||||
2.7399796782395778,
|
||||
2.7001287651877117,
|
||||
2.7064600485002894,
|
||||
2.7366674155251594,
|
||||
2.742031560239629,
|
||||
2.7530031089599314,
|
||||
2.718017868251882,
|
||||
2.733836143444746,
|
||||
2.7269677244699917,
|
||||
2.7397567153486433,
|
||||
2.7358992522598333,
|
||||
2.7409965941029735,
|
||||
2.74284782852882,
|
||||
2.7570678810788016,
|
||||
2.744860523276859,
|
||||
2.727091629790445,
|
||||
2.728150630608583,
|
||||
2.7151212447728867,
|
||||
2.7098901113893232,
|
||||
2.7117845436446686,
|
||||
2.6960576665707126,
|
||||
2.6918129436990137,
|
||||
2.6912999886732836,
|
||||
2.7062390074770675,
|
||||
2.712936248534765,
|
||||
2.713185273683988
|
||||
],
|
||||
"adv_d_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.43680395959661555,
|
||||
0.34810768227037203,
|
||||
0.3377910334075618,
|
||||
0.3321381963662103,
|
||||
0.2982299141904228,
|
||||
0.30104209130836856,
|
||||
0.28214932976561224,
|
||||
0.26205551579721975,
|
||||
0.2678493159608199,
|
||||
0.2567906266508194,
|
||||
0.25110278342269426,
|
||||
0.24189095977598277,
|
||||
0.2394267334483373,
|
||||
0.24564475484956533,
|
||||
0.24081433725216958,
|
||||
0.21658801688597754,
|
||||
0.213517039664026,
|
||||
0.21218282094177526,
|
||||
0.18916759920171183,
|
||||
0.19284203568170977,
|
||||
0.181842301462769,
|
||||
0.1791912000785526,
|
||||
0.18734478913088384,
|
||||
0.17373414262810832,
|
||||
0.16635354463424948,
|
||||
0.16650411119270656,
|
||||
0.15708727274153733,
|
||||
0.16674049754237008,
|
||||
0.1501258422867355,
|
||||
0.15181534979333225,
|
||||
0.13657129330672005,
|
||||
0.1467462844478014,
|
||||
0.1383675114235753,
|
||||
0.14689494454516813,
|
||||
0.12695099818162048,
|
||||
0.12875286992798504,
|
||||
0.13186773245469627,
|
||||
0.12181158371779144,
|
||||
0.12662809188517496,
|
||||
0.1175684176114762,
|
||||
0.11314824839226073,
|
||||
0.11264375143517287,
|
||||
0.1165530812393269,
|
||||
0.10845673464350084,
|
||||
0.10203271553827784,
|
||||
0.11023388663306832,
|
||||
0.10421399819131336,
|
||||
0.0983247641298888,
|
||||
0.09406759767817,
|
||||
0.09505048260076815,
|
||||
0.09383611069021063,
|
||||
0.09381456619017145,
|
||||
0.08943638993968439,
|
||||
0.08595997961556427,
|
||||
0.08149021235692641,
|
||||
0.08130677379906559,
|
||||
0.07870399655025993,
|
||||
0.07449058663203484,
|
||||
0.07478499058315642,
|
||||
0.07468204382154295,
|
||||
0.07225174684491423,
|
||||
0.07153088875258198,
|
||||
0.06767470285328281,
|
||||
0.06715900409154785,
|
||||
0.06388170873889557,
|
||||
0.06149009168227641,
|
||||
0.06165273037826658,
|
||||
0.05667935721735414,
|
||||
0.058510264835487574,
|
||||
0.056089043583418444,
|
||||
0.05523068375256645,
|
||||
0.05533928267705517,
|
||||
0.05186875127295717,
|
||||
0.05044461999279566,
|
||||
0.050165704740052164,
|
||||
0.046495266505477265,
|
||||
0.04587119478039826,
|
||||
0.04412680363051721,
|
||||
0.04238344537309156,
|
||||
0.041027947104114115
|
||||
],
|
||||
"fid": {
|
||||
"25": 73.48986053466797,
|
||||
"50": 51.912357330322266,
|
||||
"75": 50.058326721191406,
|
||||
"100": 52.463279724121094
|
||||
},
|
||||
"train_time_s": 2145.0215554237366
|
||||
},
|
||||
"n_params": 10608451
|
||||
}
|
||||
@@ -0,0 +1,150 @@
|
||||
{
|
||||
"run_name": "p4_1_ddpm_linear",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"epochs": 100,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"model": "ddpm",
|
||||
"T": 1000,
|
||||
"ddim_steps": 100,
|
||||
"lr": 0.0002,
|
||||
"base_ch": 128,
|
||||
"ch_mult": [
|
||||
1,
|
||||
2,
|
||||
2,
|
||||
2
|
||||
],
|
||||
"attn_resolutions": [
|
||||
16,
|
||||
8
|
||||
],
|
||||
"num_res_blocks": 2,
|
||||
"dropout": 0.1,
|
||||
"run_name": "p4_1_ddpm_linear",
|
||||
"noise_schedule": "linear",
|
||||
"pred_type": "eps"
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
0.050263571692232646,
|
||||
0.02514873994474546,
|
||||
0.02225509669400879,
|
||||
0.021068911675093137,
|
||||
0.02032521784775214,
|
||||
0.019192529312916037,
|
||||
0.018796856887240566,
|
||||
0.019092055869439982,
|
||||
0.018012497312405236,
|
||||
0.018579239720223933,
|
||||
0.018120780589186355,
|
||||
0.01804902349025584,
|
||||
0.017445260646920174,
|
||||
0.0174015331078066,
|
||||
0.01720998039803444,
|
||||
0.017182101499543995,
|
||||
0.017374234542680476,
|
||||
0.01719019105896736,
|
||||
0.017258047804825455,
|
||||
0.017472001728920154,
|
||||
0.01717184852155992,
|
||||
0.017268840462351456,
|
||||
0.016940360013236348,
|
||||
0.016780947783810653,
|
||||
0.016770626064071543,
|
||||
0.01686398620601807,
|
||||
0.0171233544496294,
|
||||
0.016849436540490925,
|
||||
0.01643650009173454,
|
||||
0.016715853648164716,
|
||||
0.01591222248792362,
|
||||
0.01663316461122316,
|
||||
0.017018022838558078,
|
||||
0.016728110333832983,
|
||||
0.01637174110983013,
|
||||
0.01640069789977537,
|
||||
0.016222019855959866,
|
||||
0.01619866752348299,
|
||||
0.016273524062946822,
|
||||
0.016225511587272663,
|
||||
0.016525169477288604,
|
||||
0.016554634154447887,
|
||||
0.01636095449495583,
|
||||
0.016358451291910794,
|
||||
0.01612802425849164,
|
||||
0.016018457704772934,
|
||||
0.015985010074387886,
|
||||
0.015972342274478104,
|
||||
0.01617517040915087,
|
||||
0.016143278803867407,
|
||||
0.016039738931064296,
|
||||
0.016184791375317763,
|
||||
0.01608435499171416,
|
||||
0.016031058468362395,
|
||||
0.016189519307003,
|
||||
0.016219924015000973,
|
||||
0.016112841876685366,
|
||||
0.015630949461737122,
|
||||
0.015760562722929396,
|
||||
0.015901298478094496,
|
||||
0.01586071201440934,
|
||||
0.016167635994597186,
|
||||
0.015887681410735488,
|
||||
0.01600054983431712,
|
||||
0.015733229437182285,
|
||||
0.015523023833719712,
|
||||
0.01581668923011957,
|
||||
0.015652269207569968,
|
||||
0.015604886598487059,
|
||||
0.015797711234205425,
|
||||
0.015701896441368084,
|
||||
0.015930752163458392,
|
||||
0.015848295793980043,
|
||||
0.01567347500568781,
|
||||
0.015367114703513237,
|
||||
0.015625674345204208,
|
||||
0.01559769835534036,
|
||||
0.015479316330976529,
|
||||
0.015648531339441735,
|
||||
0.015174523765085917,
|
||||
0.015752060055279005,
|
||||
0.015384152635104127,
|
||||
0.015699152740188196,
|
||||
0.015053038565943448,
|
||||
0.015501487074801937,
|
||||
0.015345309023212036,
|
||||
0.015243542788582098,
|
||||
0.01545036704534203,
|
||||
0.01533815077541826,
|
||||
0.015173954715052795,
|
||||
0.015228697487837674,
|
||||
0.01517730934294657,
|
||||
0.015363585634722223,
|
||||
0.015174964277678702,
|
||||
0.01534465596310667,
|
||||
0.015116462827278063,
|
||||
0.015595124076263836,
|
||||
0.015289406492136037,
|
||||
0.015195867164124154,
|
||||
0.015012384551521549
|
||||
],
|
||||
"fid": {
|
||||
"25": 333.25946044921875,
|
||||
"50": 311.42364501953125,
|
||||
"75": 255.9425506591797,
|
||||
"100": 134.49986267089844
|
||||
},
|
||||
"train_time_s": 15595.587987422943
|
||||
},
|
||||
"n_params": 28474755
|
||||
}
|
||||
@@ -0,0 +1,150 @@
|
||||
{
|
||||
"run_name": "p4_2_ddpm_cosine",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"epochs": 100,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"model": "ddpm",
|
||||
"T": 1000,
|
||||
"ddim_steps": 100,
|
||||
"lr": 0.0002,
|
||||
"base_ch": 128,
|
||||
"ch_mult": [
|
||||
1,
|
||||
2,
|
||||
2,
|
||||
2
|
||||
],
|
||||
"attn_resolutions": [
|
||||
16,
|
||||
8
|
||||
],
|
||||
"num_res_blocks": 2,
|
||||
"dropout": 0.1,
|
||||
"run_name": "p4_2_ddpm_cosine",
|
||||
"noise_schedule": "cosine",
|
||||
"pred_type": "eps"
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
0.0745811819847132,
|
||||
0.042058256996047295,
|
||||
0.038731603282225184,
|
||||
0.0365341946355298,
|
||||
0.03596278707870943,
|
||||
0.03499822471784348,
|
||||
0.034039977941916794,
|
||||
0.03339788123853823,
|
||||
0.033659401990505114,
|
||||
0.0328750506353875,
|
||||
0.03281905785656701,
|
||||
0.032175978936223135,
|
||||
0.03264562071213483,
|
||||
0.03167968711011812,
|
||||
0.03252785405717217,
|
||||
0.032265412987361096,
|
||||
0.032163158218320616,
|
||||
0.03181939549409808,
|
||||
0.03145227379476031,
|
||||
0.031572662918772705,
|
||||
0.0314074662896112,
|
||||
0.03058532617874762,
|
||||
0.031417921515834384,
|
||||
0.030867751819105484,
|
||||
0.031200444417344965,
|
||||
0.030372575657744694,
|
||||
0.031070002880042944,
|
||||
0.0306555292624821,
|
||||
0.031143788686101764,
|
||||
0.030448843175784137,
|
||||
0.03087240754841612,
|
||||
0.03053835191580857,
|
||||
0.030471389926174004,
|
||||
0.0302293243435904,
|
||||
0.030659112543997984,
|
||||
0.030551793045786202,
|
||||
0.030635309206624318,
|
||||
0.030368149071597517,
|
||||
0.030187387226356402,
|
||||
0.03037746619974446,
|
||||
0.030544078081018396,
|
||||
0.0304682625648685,
|
||||
0.030033117888543088,
|
||||
0.030058689524905167,
|
||||
0.030037028862274866,
|
||||
0.02957952331799345,
|
||||
0.03012158986356141,
|
||||
0.029973779056762528,
|
||||
0.030247858279726952,
|
||||
0.02959363942599704,
|
||||
0.029731284608093336,
|
||||
0.03002101383928178,
|
||||
0.029881187225094974,
|
||||
0.029322936573726498,
|
||||
0.029073657284880806,
|
||||
0.02956077633385793,
|
||||
0.029618583959885515,
|
||||
0.029847813658734672,
|
||||
0.029749778817750067,
|
||||
0.02967120576092703,
|
||||
0.02939097446381536,
|
||||
0.029562414946177833,
|
||||
0.02957131928947364,
|
||||
0.029576030472277574,
|
||||
0.029486760393612914,
|
||||
0.028896253977894273,
|
||||
0.029079640140900247,
|
||||
0.02946651985661851,
|
||||
0.02956312265382427,
|
||||
0.028787078188620824,
|
||||
0.029077194975370653,
|
||||
0.02904141321579297,
|
||||
0.02869541201995224,
|
||||
0.029384889960304923,
|
||||
0.029296722736719072,
|
||||
0.028805798423102397,
|
||||
0.029137278389599588,
|
||||
0.02882065039733027,
|
||||
0.028110843072207566,
|
||||
0.029165515112969227,
|
||||
0.02838028352269823,
|
||||
0.028928894915769242,
|
||||
0.02887988943232494,
|
||||
0.02871215812718639,
|
||||
0.02849309494257228,
|
||||
0.02836313749400851,
|
||||
0.02900838313433222,
|
||||
0.028941123808025677,
|
||||
0.028982899480093367,
|
||||
0.028617646975012925,
|
||||
0.028945480441499468,
|
||||
0.028021262546714682,
|
||||
0.028656914595387176,
|
||||
0.028812512554403428,
|
||||
0.02845827827994258,
|
||||
0.02854005663265657,
|
||||
0.028420659669666972,
|
||||
0.028380179300140113,
|
||||
0.0278120991280382,
|
||||
0.0285125195613911
|
||||
],
|
||||
"fid": {
|
||||
"25": 249.73973083496094,
|
||||
"50": 282.24053955078125,
|
||||
"75": 239.8434295654297,
|
||||
"100": 132.29640197753906
|
||||
},
|
||||
"train_time_s": 15527.574454307556
|
||||
},
|
||||
"n_params": 28474755
|
||||
}
|
||||
@@ -0,0 +1,150 @@
|
||||
{
|
||||
"run_name": "p4_3_ddpm_vpred",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"epochs": 100,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"model": "ddpm",
|
||||
"T": 1000,
|
||||
"ddim_steps": 100,
|
||||
"lr": 0.0002,
|
||||
"base_ch": 128,
|
||||
"ch_mult": [
|
||||
1,
|
||||
2,
|
||||
2,
|
||||
2
|
||||
],
|
||||
"attn_resolutions": [
|
||||
16,
|
||||
8
|
||||
],
|
||||
"num_res_blocks": 2,
|
||||
"dropout": 0.1,
|
||||
"run_name": "p4_3_ddpm_vpred",
|
||||
"noise_schedule": "cosine",
|
||||
"pred_type": "v"
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
0.12875029073757494,
|
||||
0.08614025376418717,
|
||||
0.07806828354572894,
|
||||
0.07598056628281234,
|
||||
0.07384663673802319,
|
||||
0.07230065119030893,
|
||||
0.07155742664208524,
|
||||
0.07158301252489671,
|
||||
0.06912831641319725,
|
||||
0.0690550329322871,
|
||||
0.06728915909193775,
|
||||
0.0680126636965662,
|
||||
0.0679081722568625,
|
||||
0.06737891206533736,
|
||||
0.0675490371341634,
|
||||
0.06628662669378468,
|
||||
0.06702909948957017,
|
||||
0.06577521818889003,
|
||||
0.0659722731822831,
|
||||
0.06550971675727867,
|
||||
0.06532588509572113,
|
||||
0.06617079318588616,
|
||||
0.06557409760629775,
|
||||
0.06460701921779631,
|
||||
0.06434725145371552,
|
||||
0.06484076265309356,
|
||||
0.06488110336005433,
|
||||
0.06471904473872776,
|
||||
0.06392401659813447,
|
||||
0.06467082913423705,
|
||||
0.06412526943649237,
|
||||
0.06369206279866461,
|
||||
0.06399395895532818,
|
||||
0.06387244150615655,
|
||||
0.06383777140743202,
|
||||
0.06308407760742638,
|
||||
0.06396170450836165,
|
||||
0.06374330889497302,
|
||||
0.06341904871420473,
|
||||
0.06296812231915119,
|
||||
0.06285389444321139,
|
||||
0.06360878343256111,
|
||||
0.06254984510855542,
|
||||
0.06288161397808129,
|
||||
0.06314336311899954,
|
||||
0.06315476795196788,
|
||||
0.06280555519569889,
|
||||
0.06323608846013618,
|
||||
0.06255563115303078,
|
||||
0.06277075296856909,
|
||||
0.06311190929104629,
|
||||
0.062085086575303323,
|
||||
0.061993980668803565,
|
||||
0.06232117703104885,
|
||||
0.06287038124078868,
|
||||
0.06232338945548504,
|
||||
0.062193875718447894,
|
||||
0.0618046884639905,
|
||||
0.06204842089110205,
|
||||
0.061992981136800386,
|
||||
0.06199613542288032,
|
||||
0.06176470703262295,
|
||||
0.06138660101235932,
|
||||
0.06124315102003578,
|
||||
0.06172546414801708,
|
||||
0.06145226469056474,
|
||||
0.06173897245660042,
|
||||
0.06087356748489233,
|
||||
0.06146528088670765,
|
||||
0.06130675005161355,
|
||||
0.06117054966525135,
|
||||
0.06046625260168161,
|
||||
0.060342767578350685,
|
||||
0.06143473189833582,
|
||||
0.06048223876163491,
|
||||
0.060843704316096425,
|
||||
0.0605114245086781,
|
||||
0.06107715372410086,
|
||||
0.060475895483779095,
|
||||
0.06033737308735776,
|
||||
0.060130660151505574,
|
||||
0.06022480088803503,
|
||||
0.06079090322948929,
|
||||
0.05941804670370542,
|
||||
0.06048406008630991,
|
||||
0.0605061265727521,
|
||||
0.0595617718819497,
|
||||
0.059925066514147654,
|
||||
0.05995072215859197,
|
||||
0.0600912062307963,
|
||||
0.05996395193008531,
|
||||
0.05987944811359685,
|
||||
0.059719653529489145,
|
||||
0.059423190700765856,
|
||||
0.05964870073506211,
|
||||
0.059674753154763296,
|
||||
0.05960713100070373,
|
||||
0.05966718835581062,
|
||||
0.059533771055822186,
|
||||
0.059380597387177825
|
||||
],
|
||||
"fid": {
|
||||
"25": 315.896728515625,
|
||||
"50": 160.689453125,
|
||||
"75": 81.74005126953125,
|
||||
"100": 34.53862762451172
|
||||
},
|
||||
"train_time_s": 16728.13574409485
|
||||
},
|
||||
"n_params": 28474755
|
||||
}
|
||||
@@ -0,0 +1,151 @@
|
||||
{
|
||||
"run_name": "p4_4_ddpm_wider",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"epochs": 100,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"model": "ddpm",
|
||||
"T": 1000,
|
||||
"ddim_steps": 100,
|
||||
"lr": 0.0002,
|
||||
"base_ch": 192,
|
||||
"ch_mult": [
|
||||
1,
|
||||
2,
|
||||
2,
|
||||
2
|
||||
],
|
||||
"attn_resolutions": [
|
||||
32,
|
||||
16,
|
||||
8
|
||||
],
|
||||
"num_res_blocks": 2,
|
||||
"dropout": 0.1,
|
||||
"run_name": "p4_4_ddpm_wider",
|
||||
"noise_schedule": "cosine",
|
||||
"pred_type": "v"
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
0.13163253967451233,
|
||||
0.08248793359240915,
|
||||
0.07643996758593453,
|
||||
0.07397907251157822,
|
||||
0.07122657460789396,
|
||||
0.07138561033922383,
|
||||
0.06904177999712972,
|
||||
0.06896601267891307,
|
||||
0.06838215670237939,
|
||||
0.06739913265451662,
|
||||
0.06671866834259187,
|
||||
0.06677559890553482,
|
||||
0.06631149910390377,
|
||||
0.06638919253252511,
|
||||
0.06601078898255897,
|
||||
0.06575383071620496,
|
||||
0.06603237377622953,
|
||||
0.06491840548781502,
|
||||
0.06508892283448552,
|
||||
0.06473595779548344,
|
||||
0.06483772213960814,
|
||||
0.06465409342677166,
|
||||
0.06401995661007798,
|
||||
0.06340267588026248,
|
||||
0.06413594504388478,
|
||||
0.0628959270210093,
|
||||
0.06418510344134182,
|
||||
0.06394238918064496,
|
||||
0.06248996071676668,
|
||||
0.06351545423619513,
|
||||
0.06229034258036786,
|
||||
0.06320842817171007,
|
||||
0.06290241482102463,
|
||||
0.06321675274680313,
|
||||
0.062413496713544056,
|
||||
0.06212212591885756,
|
||||
0.0626084612777982,
|
||||
0.06261288894451836,
|
||||
0.062471460248542644,
|
||||
0.06219181806867958,
|
||||
0.06191267504587642,
|
||||
0.0624321296524543,
|
||||
0.06224303583526968,
|
||||
0.06250620571275552,
|
||||
0.062041081241371795,
|
||||
0.061931725097899765,
|
||||
0.062425335622432396,
|
||||
0.061999101836520895,
|
||||
0.061793283638982184,
|
||||
0.061307266083920106,
|
||||
0.06238582809097492,
|
||||
0.06149721970288163,
|
||||
0.0617471888470344,
|
||||
0.061242959692946866,
|
||||
0.06050234880998858,
|
||||
0.06128905856042591,
|
||||
0.061545657829787485,
|
||||
0.061363947880255364,
|
||||
0.06154585556469412,
|
||||
0.06045179913600541,
|
||||
0.06099297314818598,
|
||||
0.06042028706457116,
|
||||
0.060532668302965977,
|
||||
0.060747456044340745,
|
||||
0.060856614429026075,
|
||||
0.061282420737875834,
|
||||
0.06049503485520936,
|
||||
0.06037547157551998,
|
||||
0.0603547497994752,
|
||||
0.05981557718358743,
|
||||
0.05992960667985882,
|
||||
0.060057796283155426,
|
||||
0.060209037186816715,
|
||||
0.059781413660663314,
|
||||
0.059697162765914046,
|
||||
0.05961615767361771,
|
||||
0.0594154964798154,
|
||||
0.059636228630303316,
|
||||
0.05954878875969821,
|
||||
0.05950295750815899,
|
||||
0.06050215718837885,
|
||||
0.059087028957776025,
|
||||
0.05935390770403493,
|
||||
0.05888504008802339,
|
||||
0.05896756445399971,
|
||||
0.0595984901739364,
|
||||
0.059530704560824946,
|
||||
0.05954143077803728,
|
||||
0.05873110663527862,
|
||||
0.05813556529072105,
|
||||
0.058873162262587465,
|
||||
0.05845667324705511,
|
||||
0.05882444465134898,
|
||||
0.058418608986987516,
|
||||
0.05849540675393282,
|
||||
0.0582493251730871,
|
||||
0.05856856523861743,
|
||||
0.05849931979727032,
|
||||
0.058338277670753814,
|
||||
0.05817114788656815
|
||||
],
|
||||
"fid": {
|
||||
"25": 324.9868469238281,
|
||||
"50": 170.89854431152344,
|
||||
"75": 78.47106170654297,
|
||||
"100": 30.03441619873047
|
||||
},
|
||||
"train_time_s": 32182.514033079147
|
||||
},
|
||||
"n_params": 64770819
|
||||
}
|
||||
@@ -0,0 +1,232 @@
|
||||
{
|
||||
"run_name": "p5_ddpm",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"num_workers": 2,
|
||||
"run_name": "p5_ddpm",
|
||||
"model": "ddpm",
|
||||
"epochs": 1000,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"T": 1000,
|
||||
"noise_schedule": "cosine",
|
||||
"pred_type": "v",
|
||||
"base_ch": 192,
|
||||
"ch_mult": [
|
||||
1,
|
||||
2,
|
||||
2,
|
||||
2
|
||||
],
|
||||
"attn_resolutions": [
|
||||
32,
|
||||
16,
|
||||
8
|
||||
],
|
||||
"num_res_blocks": 2,
|
||||
"dropout": 0.1,
|
||||
"lr": 0.0002,
|
||||
"ddim_steps": 100,
|
||||
"max_train_hours": 24,
|
||||
"fid_patience": 2
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
0.1361132180557037,
|
||||
0.08347086386325267,
|
||||
0.07713027890676107,
|
||||
0.0735087690827174,
|
||||
0.07138374625331062,
|
||||
0.07048111248952456,
|
||||
0.0699430058001835,
|
||||
0.06959152534508552,
|
||||
0.0687942563309374,
|
||||
0.06749710015570506,
|
||||
0.06797479636744301,
|
||||
0.06707314404253012,
|
||||
0.06645634254583946,
|
||||
0.06616808988281295,
|
||||
0.06632597825657098,
|
||||
0.06543161581533077,
|
||||
0.06567037307744862,
|
||||
0.06560073971238911,
|
||||
0.06487136873870324,
|
||||
0.06486488640722302,
|
||||
0.06474818710365102,
|
||||
0.0648785232542417,
|
||||
0.06409876514226198,
|
||||
0.06419924900540684,
|
||||
0.06415374198148394,
|
||||
0.06415291013530432,
|
||||
0.06390660826880963,
|
||||
0.06351337538888821,
|
||||
0.0637402735157018,
|
||||
0.06242381525026937,
|
||||
0.0636787190157761,
|
||||
0.06266482662345864,
|
||||
0.0638032130514964,
|
||||
0.06235016199449698,
|
||||
0.06285461769081079,
|
||||
0.06259892232970804,
|
||||
0.06228241114280163,
|
||||
0.06305973536661293,
|
||||
0.06274244885764316,
|
||||
0.062076514268405415,
|
||||
0.06195374166704396,
|
||||
0.06290199403834139,
|
||||
0.06198460275195857,
|
||||
0.0624536736908122,
|
||||
0.06327703114376108,
|
||||
0.061569202508236096,
|
||||
0.0628280364550077,
|
||||
0.06169611253003534,
|
||||
0.06185008156407847,
|
||||
0.06172168297040412,
|
||||
0.061782848997375905,
|
||||
0.06151117438561896,
|
||||
0.061827609793115884,
|
||||
0.061956947136065386,
|
||||
0.06214875884704355,
|
||||
0.062044317284837745,
|
||||
0.061401939210601345,
|
||||
0.06086002392933155,
|
||||
0.061775257596029684,
|
||||
0.061602149421396926,
|
||||
0.06117732557030315,
|
||||
0.061202412471175194,
|
||||
0.061622718205818765,
|
||||
0.06128816264402917,
|
||||
0.0614978774315399,
|
||||
0.061346558766423635,
|
||||
0.06128153991368082,
|
||||
0.06116244996077994,
|
||||
0.06111229184823923,
|
||||
0.06107063669488471,
|
||||
0.06084184085106493,
|
||||
0.060991186720247455,
|
||||
0.06110310762260969,
|
||||
0.060644112224889614,
|
||||
0.06105265081024323,
|
||||
0.060728371310501524,
|
||||
0.0612431171660622,
|
||||
0.06059174603408473,
|
||||
0.06193933507793734,
|
||||
0.06114670591285595,
|
||||
0.06008413203187987,
|
||||
0.060815918625483655,
|
||||
0.06038160178746678,
|
||||
0.060638460115744516,
|
||||
0.06106071204392829,
|
||||
0.060512709447270274,
|
||||
0.05989936954126908,
|
||||
0.06053547763353229,
|
||||
0.060993485152721405,
|
||||
0.06054355477134132,
|
||||
0.060113425056139626,
|
||||
0.060656892772541084,
|
||||
0.06028386112302542,
|
||||
0.06064964496554472,
|
||||
0.060564143551338434,
|
||||
0.06023223410782396,
|
||||
0.0606433203141404,
|
||||
0.06019309561094667,
|
||||
0.060663971755430736,
|
||||
0.06061358017544461,
|
||||
0.06051926234434558,
|
||||
0.060519506510060564,
|
||||
0.05998779779188653,
|
||||
0.060273363700725585,
|
||||
0.060976108679404624,
|
||||
0.05960293089509265,
|
||||
0.06006794761165849,
|
||||
0.06001491510333159,
|
||||
0.059924575054429025,
|
||||
0.060125686371555694,
|
||||
0.06028291987430336,
|
||||
0.06011252240556428,
|
||||
0.0603115351504495,
|
||||
0.059780152243936166,
|
||||
0.05937349914899494,
|
||||
0.060589286212164625,
|
||||
0.05928194311917083,
|
||||
0.0603618670700707,
|
||||
0.05988672448115216,
|
||||
0.06036584552886904,
|
||||
0.05977793929413853,
|
||||
0.0594497075320309,
|
||||
0.059364209859034955,
|
||||
0.059953983116926804,
|
||||
0.059721899139257066,
|
||||
0.06011831242209061,
|
||||
0.059677510808866754,
|
||||
0.059987764399594225,
|
||||
0.060053561774329245,
|
||||
0.059788390898551695,
|
||||
0.05936959649348616,
|
||||
0.059900946533068634,
|
||||
0.05933099720053948,
|
||||
0.05939908983169967,
|
||||
0.0593241080084545,
|
||||
0.05961700674528495,
|
||||
0.05928131563859618,
|
||||
0.05942184386504257,
|
||||
0.060225125601212695,
|
||||
0.0589471840673787,
|
||||
0.06034273053240827,
|
||||
0.05934861272923712,
|
||||
0.05955804113107614,
|
||||
0.05946602335629555,
|
||||
0.05946855390301117,
|
||||
0.05917746134293385,
|
||||
0.05913895009579057,
|
||||
0.060033635260202944,
|
||||
0.05908472824873578,
|
||||
0.060041244786519274,
|
||||
0.05998928384043467,
|
||||
0.059578305993897795,
|
||||
0.05958271934849839,
|
||||
0.05902576439369183,
|
||||
0.06004863530875017,
|
||||
0.058922704555985764,
|
||||
0.059662471589051254,
|
||||
0.05893384579282541,
|
||||
0.05959883256632294,
|
||||
0.05884528258003485,
|
||||
0.05999988574598335,
|
||||
0.059614969194572195,
|
||||
0.05979255826459227,
|
||||
0.05972598887916304,
|
||||
0.05883011880179501,
|
||||
0.05925349895165771,
|
||||
0.059959421220880285,
|
||||
0.05954511561550391,
|
||||
0.05976989628890386,
|
||||
0.059382665185974196,
|
||||
0.059384163946677476,
|
||||
0.059122750774408,
|
||||
0.05936474042634169,
|
||||
0.059725822403262824,
|
||||
0.05970647112012674
|
||||
],
|
||||
"fid": {
|
||||
"25": 312.4023742675781,
|
||||
"50": 174.07015991210938,
|
||||
"75": 81.27722930908203,
|
||||
"100": 34.90231704711914,
|
||||
"125": 19.03875160217285,
|
||||
"150": 19.847490310668945,
|
||||
"175": 20.106101989746094
|
||||
},
|
||||
"train_time_s": 40025.90805530548
|
||||
},
|
||||
"n_params": 64770819
|
||||
}
|
||||
@@ -0,0 +1,803 @@
|
||||
{
|
||||
"run_name": "p5_vae",
|
||||
"config": {
|
||||
"batch_size": 64,
|
||||
"ema_decay": 0.9999,
|
||||
"data_dir": "cropped/generator",
|
||||
"sources": [
|
||||
"wiki"
|
||||
],
|
||||
"subsample": 1.0,
|
||||
"sample_interval": 10,
|
||||
"fid_interval": 25,
|
||||
"fid_n_real": 5000,
|
||||
"num_workers": 2,
|
||||
"run_name": "p5_vae",
|
||||
"model": "vae",
|
||||
"epochs": 1000,
|
||||
"augment": "hflip",
|
||||
"image_size": 64,
|
||||
"latent_dim": 256,
|
||||
"ngf": 64,
|
||||
"lr": 0.001,
|
||||
"lr_d": 0.0001,
|
||||
"beta_kl": 0.25,
|
||||
"lambda_perceptual": 0.1,
|
||||
"lambda_adversarial": 0.01,
|
||||
"ndf_patch": 64,
|
||||
"max_train_hours": 24,
|
||||
"fid_patience": 2
|
||||
},
|
||||
"history": {
|
||||
"recon_loss": [
|
||||
0.08173564161595881,
|
||||
0.04146057692491728,
|
||||
0.033197456083268434,
|
||||
0.029159623552432172,
|
||||
0.02667280151230148,
|
||||
0.025261251598150812,
|
||||
0.024257522199748673,
|
||||
0.023582084749180537,
|
||||
0.02317739939555908,
|
||||
0.0228854169169616,
|
||||
0.02273467821904864,
|
||||
0.02275952355713289,
|
||||
0.022742557132409677,
|
||||
0.02288884083286692,
|
||||
0.02307083113835408,
|
||||
0.02306825413695003,
|
||||
0.02333941402582404,
|
||||
0.023522860378536403,
|
||||
0.023781677986630518,
|
||||
0.02415322158565251,
|
||||
0.024362559028320078,
|
||||
0.024719046269599188,
|
||||
0.024978828381619647,
|
||||
0.025267189054184746,
|
||||
0.025601001957861278,
|
||||
0.025947716914945178,
|
||||
0.02626000661562141,
|
||||
0.026563474303509436,
|
||||
0.026907212713844757,
|
||||
0.027261087861962807,
|
||||
0.027623260935020242,
|
||||
0.02788937708729098,
|
||||
0.028258478253060937,
|
||||
0.028637871249682374,
|
||||
0.028990209600131992,
|
||||
0.02929247497445625,
|
||||
0.02967457652378541,
|
||||
0.030021737023201,
|
||||
0.03038583667630441,
|
||||
0.0307320339533572,
|
||||
0.03102703508721967,
|
||||
0.0313626594013638,
|
||||
0.03168195511142795,
|
||||
0.03200014498737505,
|
||||
0.03235234824829122,
|
||||
0.03271670717125138,
|
||||
0.033002344525267936,
|
||||
0.033343258488955155,
|
||||
0.033746167997487336,
|
||||
0.03391206884979565,
|
||||
0.034320008921094686,
|
||||
0.03461272342321582,
|
||||
0.03489355772383448,
|
||||
0.035198040469748594,
|
||||
0.035503431235272914,
|
||||
0.035830338031817704,
|
||||
0.036117242032295875,
|
||||
0.0363806002240023,
|
||||
0.03668171550648717,
|
||||
0.03697258003979412,
|
||||
0.03727693509501524,
|
||||
0.0375139316639457,
|
||||
0.037840200731387504,
|
||||
0.038122120233746164,
|
||||
0.03842886089164223,
|
||||
0.03865345798305467,
|
||||
0.038888611257649384,
|
||||
0.0392349067534137,
|
||||
0.03943746010812684,
|
||||
0.039729930890294224,
|
||||
0.039934589073826104,
|
||||
0.040214110754876055,
|
||||
0.040464710476052046,
|
||||
0.04072135742594544,
|
||||
0.04103369681307903,
|
||||
0.04122272431532033,
|
||||
0.04147602297747747,
|
||||
0.04175838601226226,
|
||||
0.041981571935053565,
|
||||
0.04218511026288964,
|
||||
0.0434638784529689,
|
||||
0.044279665901110724,
|
||||
0.04388998740981532,
|
||||
0.04378506315983514,
|
||||
0.043469862900992744,
|
||||
0.043495111318671294,
|
||||
0.043308621399805076,
|
||||
0.0433056692346039,
|
||||
0.04340444247309978,
|
||||
0.04358124794263361,
|
||||
0.04335595957107014,
|
||||
0.04356866496272831,
|
||||
0.043484247870679595,
|
||||
0.043528493326634936,
|
||||
0.04372521748559342,
|
||||
0.04384844278932637,
|
||||
0.04393588304201253,
|
||||
0.04403914753188435,
|
||||
0.0439675522602012,
|
||||
0.044021993732223146,
|
||||
0.043999971543303415,
|
||||
0.044060074501376376,
|
||||
0.04411218751572136,
|
||||
0.044121765237078704,
|
||||
0.044155512084690936,
|
||||
0.04410169209934708,
|
||||
0.04411306348430295,
|
||||
0.04417482529504177,
|
||||
0.04441443736004269,
|
||||
0.04446349320853622,
|
||||
0.044355124816234805,
|
||||
0.044421110310169876,
|
||||
0.04433931181860021,
|
||||
0.04454980254905601,
|
||||
0.044568583544375553,
|
||||
0.04472394101321697,
|
||||
0.04460177927190422,
|
||||
0.044622046403332144,
|
||||
0.04457441905242765,
|
||||
0.04446317329525183,
|
||||
0.04451204457471513,
|
||||
0.04458364027623947,
|
||||
0.04471937933156633,
|
||||
0.04466542917598262,
|
||||
0.04463891728789124,
|
||||
0.04481849785989676,
|
||||
0.04486950688286979,
|
||||
0.04481423330994753,
|
||||
0.04482838029885649,
|
||||
0.044813229670572996,
|
||||
0.04473217408785708,
|
||||
0.0447128033106271,
|
||||
0.04480086673751601,
|
||||
0.044861731875655994,
|
||||
0.04487089248390025,
|
||||
0.044776066079035275,
|
||||
0.04491674915178973,
|
||||
0.04493348086332409,
|
||||
0.044922901715478324,
|
||||
0.04484499612043046,
|
||||
0.044878341376972504,
|
||||
0.04497806810670429,
|
||||
0.04492314205242273,
|
||||
0.045036036871437334,
|
||||
0.044956916425791055,
|
||||
0.04492688768853744,
|
||||
0.04503960343093699,
|
||||
0.04504223272172559,
|
||||
0.04498517667699573,
|
||||
0.04510456890377224
|
||||
],
|
||||
"kl_loss": [
|
||||
1.8832697430227556,
|
||||
1.5030887962406516,
|
||||
1.4371699270529625,
|
||||
1.3794863160349364,
|
||||
1.317023015429831,
|
||||
1.260787772317218,
|
||||
1.20747315705332,
|
||||
1.159149752722846,
|
||||
1.1143082375200386,
|
||||
1.0731101099751954,
|
||||
1.0322983669929016,
|
||||
0.9951083602813574,
|
||||
0.9579257903954922,
|
||||
0.923228091154343,
|
||||
0.8905815431195446,
|
||||
0.858786458388353,
|
||||
0.828593898532737,
|
||||
0.7993809659766336,
|
||||
0.7714693450774902,
|
||||
0.7442712431025301,
|
||||
0.7199444593782098,
|
||||
0.695041867530244,
|
||||
0.6731410705380969,
|
||||
0.6509683456940528,
|
||||
0.6292857889436249,
|
||||
0.6094866224333771,
|
||||
0.5911677191909562,
|
||||
0.5731407938859402,
|
||||
0.5559644978015851,
|
||||
0.5397802491982778,
|
||||
0.5241343514659466,
|
||||
0.5088330608529922,
|
||||
0.4945932364361918,
|
||||
0.4809639279404257,
|
||||
0.4680255864802589,
|
||||
0.4561300035725292,
|
||||
0.4435463426077468,
|
||||
0.43241624865267014,
|
||||
0.42196338114320725,
|
||||
0.41104321850415987,
|
||||
0.40152480134851914,
|
||||
0.3924273262676011,
|
||||
0.38304132586106276,
|
||||
0.3746294933251845,
|
||||
0.3662941768510729,
|
||||
0.3582234036209237,
|
||||
0.3505442201709136,
|
||||
0.34257710699596977,
|
||||
0.3358852074314386,
|
||||
0.3289759689544001,
|
||||
0.32253712511215454,
|
||||
0.31611753057720315,
|
||||
0.31008939024729604,
|
||||
0.304038886522126,
|
||||
0.29916893270535344,
|
||||
0.29325113967697847,
|
||||
0.28773705597616667,
|
||||
0.28298880541935945,
|
||||
0.27806805265255463,
|
||||
0.27326949768596226,
|
||||
0.26901512707655245,
|
||||
0.26478433013599145,
|
||||
0.25998555980304366,
|
||||
0.256209296389268,
|
||||
0.2521240388990467,
|
||||
0.24862138000436318,
|
||||
0.24455853268249422,
|
||||
0.24078580730745935,
|
||||
0.23787205242830464,
|
||||
0.2343584157080732,
|
||||
0.2312759287082232,
|
||||
0.22770234795971814,
|
||||
0.22468086605907506,
|
||||
0.22154285134668025,
|
||||
0.2185749091590062,
|
||||
0.21622988989210537,
|
||||
0.21334342279622698,
|
||||
0.21031736958230662,
|
||||
0.20821398054050583,
|
||||
0.20572019705915043,
|
||||
0.21628583002931032,
|
||||
0.2194562403119018,
|
||||
0.22301752524625543,
|
||||
0.22598309104896,
|
||||
0.22795188235930908,
|
||||
0.22893120685958454,
|
||||
0.2295441096728174,
|
||||
0.23045717157487178,
|
||||
0.2307042523454397,
|
||||
0.23043083030189204,
|
||||
0.23064518665783426,
|
||||
0.23032910246242824,
|
||||
0.23060548378743678,
|
||||
0.23033957759666646,
|
||||
0.2304461102009329,
|
||||
0.22965750091860437,
|
||||
0.22889292256062865,
|
||||
0.22856403221814042,
|
||||
0.22825642130695856,
|
||||
0.22742723778654367,
|
||||
0.22784906609827638,
|
||||
0.2276344419671939,
|
||||
0.22756879891340548,
|
||||
0.2267344477467048,
|
||||
0.22729620585838953,
|
||||
0.2268278091891199,
|
||||
0.22641172514766708,
|
||||
0.22643836772339976,
|
||||
0.2259681155730007,
|
||||
0.22594845521017018,
|
||||
0.22606605823096046,
|
||||
0.22611611817254978,
|
||||
0.22537599198329142,
|
||||
0.22523161959953797,
|
||||
0.22564348126323813,
|
||||
0.2256515452431308,
|
||||
0.22506998769111103,
|
||||
0.22473229929550081,
|
||||
0.2252063060927595,
|
||||
0.22526399985465229,
|
||||
0.2246429033131681,
|
||||
0.22502394574574935,
|
||||
0.22481360525274888,
|
||||
0.22431928135900417,
|
||||
0.22431448318509975,
|
||||
0.22448719694064215,
|
||||
0.2239962275275308,
|
||||
0.2245619546653878,
|
||||
0.22364687674448022,
|
||||
0.22400801323163202,
|
||||
0.22391851013924322,
|
||||
0.22405476218614823,
|
||||
0.22407084725733495,
|
||||
0.22361944762305316,
|
||||
0.22302533170351616,
|
||||
0.22388576830808932,
|
||||
0.2239373442517896,
|
||||
0.2237205284719284,
|
||||
0.22297952336888027,
|
||||
0.2233510906370277,
|
||||
0.2234493434174448,
|
||||
0.22333545651700762,
|
||||
0.22330360321535003,
|
||||
0.22315198313604054,
|
||||
0.22276537591575557,
|
||||
0.22286016213842946,
|
||||
0.2231126102563153,
|
||||
0.22256787146768,
|
||||
0.22279638510483962,
|
||||
0.2230066102093611
|
||||
],
|
||||
"perc_loss": [
|
||||
3.3164807822969227,
|
||||
2.966900161188892,
|
||||
2.809185492686736,
|
||||
2.7062561995962744,
|
||||
2.638469039884388,
|
||||
2.5891882242300572,
|
||||
2.553413317244277,
|
||||
2.5273160430101247,
|
||||
2.509399730935056,
|
||||
2.496209012137519,
|
||||
2.486997235025096,
|
||||
2.4822953312824936,
|
||||
2.4796805422530217,
|
||||
2.48045335824673,
|
||||
2.4806297350133586,
|
||||
2.48182612657547,
|
||||
2.4867774569071255,
|
||||
2.49037778020924,
|
||||
2.496531085580842,
|
||||
2.503686810660566,
|
||||
2.508832235621591,
|
||||
2.51611825492647,
|
||||
2.522676155098483,
|
||||
2.5290650414605427,
|
||||
2.537268033903888,
|
||||
2.544369221243084,
|
||||
2.551585525019556,
|
||||
2.5588325119426107,
|
||||
2.566411652116694,
|
||||
2.573071305568402,
|
||||
2.5811851085760655,
|
||||
2.5880441370173397,
|
||||
2.5954170807813988,
|
||||
2.603013479302072,
|
||||
2.6101978186868195,
|
||||
2.616576226857992,
|
||||
2.6234971463170824,
|
||||
2.6303548344180117,
|
||||
2.6369187021866822,
|
||||
2.642275041494614,
|
||||
2.648416009723631,
|
||||
2.654887793919979,
|
||||
2.6606381347036767,
|
||||
2.6666526050649138,
|
||||
2.6721576584710016,
|
||||
2.677529989144741,
|
||||
2.6828432373511486,
|
||||
2.687969985171261,
|
||||
2.6935356880864525,
|
||||
2.698010875628545,
|
||||
2.703999019586123,
|
||||
2.7082395701326876,
|
||||
2.7126739442857923,
|
||||
2.7172017550875998,
|
||||
2.7211444158839364,
|
||||
2.7256852373098717,
|
||||
2.7301904182148795,
|
||||
2.7331284310063744,
|
||||
2.737607326772478,
|
||||
2.7416759551080885,
|
||||
2.7451996568940644,
|
||||
2.7490297397996626,
|
||||
2.753167223217141,
|
||||
2.7563025574398856,
|
||||
2.759685732360579,
|
||||
2.7632323085752306,
|
||||
2.766300177981711,
|
||||
2.7701201449092636,
|
||||
2.7729321677460628,
|
||||
2.7762113218633537,
|
||||
2.7788043338009434,
|
||||
2.781867154643067,
|
||||
2.7849045492645,
|
||||
2.787607474714263,
|
||||
2.790335464171874,
|
||||
2.793526118127709,
|
||||
2.795755087819874,
|
||||
2.798796303761311,
|
||||
2.80171739239978,
|
||||
2.8035580790959873,
|
||||
2.8777626533793588,
|
||||
2.950976721241943,
|
||||
2.967899640910646,
|
||||
2.9782277951892624,
|
||||
2.9827450355912886,
|
||||
2.987575893218701,
|
||||
2.987522155810625,
|
||||
2.991916447113722,
|
||||
3.000185159027067,
|
||||
3.004894296837668,
|
||||
3.0038876528413887,
|
||||
3.0081850050861,
|
||||
3.0101239767848935,
|
||||
3.0124433137412763,
|
||||
3.0202839084160633,
|
||||
3.0268688752101016,
|
||||
3.023946065678556,
|
||||
3.026914996469123,
|
||||
3.0266885844051328,
|
||||
3.03024056324592,
|
||||
3.0303047411462183,
|
||||
3.028674019707574,
|
||||
3.0321214662657843,
|
||||
3.0307897828583026,
|
||||
3.0340588429035287,
|
||||
3.0320650782340612,
|
||||
3.0327554314564438,
|
||||
3.032847610803751,
|
||||
3.0383236021058173,
|
||||
3.0406483253862104,
|
||||
3.038965443260649,
|
||||
3.041243037606916,
|
||||
3.040778627762428,
|
||||
3.0432778540839496,
|
||||
3.0447197128564882,
|
||||
3.050575358235938,
|
||||
3.0489785151603894,
|
||||
3.048940940799876,
|
||||
3.0493449298744526,
|
||||
3.0468837221463523,
|
||||
3.0475700538382573,
|
||||
3.0506596045616345,
|
||||
3.054089330200456,
|
||||
3.055086179676219,
|
||||
3.0566917240110216,
|
||||
3.056929785471696,
|
||||
3.0581071025285964,
|
||||
3.0597308272989387,
|
||||
3.059405525525411,
|
||||
3.060708708742745,
|
||||
3.0574003773876743,
|
||||
3.058264940722376,
|
||||
3.060303100153931,
|
||||
3.062096351232284,
|
||||
3.059273307140057,
|
||||
3.061588850286272,
|
||||
3.0626053392377672,
|
||||
3.0641078373305817,
|
||||
3.066277322606144,
|
||||
3.0621221478168783,
|
||||
3.0657967833372264,
|
||||
3.0649239115225964,
|
||||
3.066433975839207,
|
||||
3.0685499417476163,
|
||||
3.0665346664241238,
|
||||
3.067326355184245,
|
||||
3.0665999717182584,
|
||||
3.0692200197113886,
|
||||
3.07155424509293,
|
||||
3.0738353668115077
|
||||
],
|
||||
"adv_g_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.9632109370974139,
|
||||
1.211132360367566,
|
||||
1.3175093642640938,
|
||||
1.3922682551499934,
|
||||
1.4125826574352562,
|
||||
1.4523614480769118,
|
||||
1.499554595277191,
|
||||
1.548010360584873,
|
||||
1.6739830933033655,
|
||||
1.6886514832273636,
|
||||
1.6398199590362816,
|
||||
1.7446437461249944,
|
||||
1.7490826915217261,
|
||||
1.8197036831615827,
|
||||
1.9272557730571582,
|
||||
1.9791131971173115,
|
||||
2.008557731206091,
|
||||
2.1103836483139005,
|
||||
2.142390124213237,
|
||||
2.2311043134357176,
|
||||
2.266483112087107,
|
||||
2.27572646130545,
|
||||
2.3473580713328133,
|
||||
2.390086266694182,
|
||||
2.4142788839327474,
|
||||
2.4292813662407746,
|
||||
2.4539627994163933,
|
||||
2.507446602623687,
|
||||
2.5730194447832737,
|
||||
2.5929551932037387,
|
||||
2.593824964748998,
|
||||
2.567539267655876,
|
||||
2.6235183901830106,
|
||||
2.6323009800707173,
|
||||
2.6518306329719024,
|
||||
2.7284936619620037,
|
||||
2.704447408580882,
|
||||
2.74189792942797,
|
||||
2.7964204171529183,
|
||||
2.7896072612358975,
|
||||
2.793753677071669,
|
||||
2.778480993774839,
|
||||
2.8386917430111485,
|
||||
2.8365126787087855,
|
||||
2.8702264558683095,
|
||||
2.878851713342035,
|
||||
2.9237960825363793,
|
||||
2.9553560888410635,
|
||||
2.956895709801943,
|
||||
2.969365261431433,
|
||||
2.993740539010773,
|
||||
3.015474187194282,
|
||||
3.056270465000063,
|
||||
3.065233544406728,
|
||||
3.044361260456917,
|
||||
3.0338786515669947,
|
||||
3.1234994245390606,
|
||||
3.129472752666881,
|
||||
3.136663539796813,
|
||||
3.1313738228164167,
|
||||
3.1481547984811993,
|
||||
3.219246102194501,
|
||||
3.1428479904420357,
|
||||
3.217929567918818,
|
||||
3.2371158998491416,
|
||||
3.2657294607060585,
|
||||
3.24507825063844,
|
||||
3.306370687026244,
|
||||
3.291455037191383,
|
||||
3.3207367835646
|
||||
],
|
||||
"adv_d_loss": [
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.0,
|
||||
0.5122376614146762,
|
||||
0.41418764982213324,
|
||||
0.39495776558661055,
|
||||
0.3695600348023268,
|
||||
0.36009453071488273,
|
||||
0.35155136284665167,
|
||||
0.3308748407368986,
|
||||
0.3143339802821477,
|
||||
0.28087137429377973,
|
||||
0.2907019967579434,
|
||||
0.3005673044289534,
|
||||
0.2673453879025247,
|
||||
0.26117105337862784,
|
||||
0.2412458589921395,
|
||||
0.23119024956264558,
|
||||
0.2232273597843372,
|
||||
0.214467806279914,
|
||||
0.19811755947322926,
|
||||
0.19150423764004412,
|
||||
0.18529738982518515,
|
||||
0.18752380157223877,
|
||||
0.19471473194276676,
|
||||
0.1733510587284835,
|
||||
0.16257719115282482,
|
||||
0.173062551766634,
|
||||
0.1684507301204607,
|
||||
0.15976927564758012,
|
||||
0.14978749867783397,
|
||||
0.14371462275361657,
|
||||
0.14911018250685218,
|
||||
0.13836139501828668,
|
||||
0.14826281648925227,
|
||||
0.14031775896716067,
|
||||
0.13825866035941956,
|
||||
0.1294869492865271,
|
||||
0.1314171394572044,
|
||||
0.1352860079680243,
|
||||
0.1299466537669874,
|
||||
0.12905895528502953,
|
||||
0.12790230486908147,
|
||||
0.11942041554671322,
|
||||
0.12361126522032115,
|
||||
0.12145969301907934,
|
||||
0.11677189568519337,
|
||||
0.11353864285569543,
|
||||
0.12105588467282236,
|
||||
0.11011259124861059,
|
||||
0.11293683068938234,
|
||||
0.10829276194732286,
|
||||
0.11203425616010004,
|
||||
0.10076702566037321,
|
||||
0.11197975523865376,
|
||||
0.10497997689228027,
|
||||
0.10061924710758349,
|
||||
0.10185919772499265,
|
||||
0.10734878903509587,
|
||||
0.10178774036268075,
|
||||
0.09918854672374187,
|
||||
0.0946219379050482,
|
||||
0.0951714255910717,
|
||||
0.09456023021250899,
|
||||
0.09714587467810155,
|
||||
0.08886556981258795,
|
||||
0.09128673289281626,
|
||||
0.08850656303131364,
|
||||
0.0841089827227446,
|
||||
0.09212012038940293,
|
||||
0.08030427809362897,
|
||||
0.0809836485184347,
|
||||
0.08372156336827952
|
||||
],
|
||||
"fid": {
|
||||
"25": 90.14691925048828,
|
||||
"50": 55.84992599487305,
|
||||
"75": 59.69078826904297,
|
||||
"100": 46.24059295654297,
|
||||
"125": 46.738311767578125,
|
||||
"150": 48.56343078613281
|
||||
},
|
||||
"train_time_s": 3013.733765602112
|
||||
},
|
||||
"n_params": 10608451
|
||||
}
|
||||
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 109 KiB |
|
After Width: | Height: | Size: 108 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 111 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 111 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 108 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 108 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 109 KiB |
|
After Width: | Height: | Size: 106 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 111 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 113 KiB |
|
After Width: | Height: | Size: 111 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 107 KiB |
|
After Width: | Height: | Size: 113 KiB |
|
After Width: | Height: | Size: 113 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 114 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 114 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 112 KiB |
|
After Width: | Height: | Size: 114 KiB |
|
After Width: | Height: | Size: 111 KiB |
|
After Width: | Height: | Size: 111 KiB |
|
After Width: | Height: | Size: 110 KiB |
|
After Width: | Height: | Size: 96 KiB |
|
After Width: | Height: | Size: 98 KiB |
|
After Width: | Height: | Size: 101 KiB |
|
After Width: | Height: | Size: 97 KiB |
|
After Width: | Height: | Size: 102 KiB |
|
After Width: | Height: | Size: 101 KiB |
|
After Width: | Height: | Size: 100 KiB |
|
After Width: | Height: | Size: 101 KiB |
|
After Width: | Height: | Size: 100 KiB |
|
After Width: | Height: | Size: 104 KiB |
|
After Width: | Height: | Size: 96 KiB |
|
After Width: | Height: | Size: 103 KiB |
|
After Width: | Height: | Size: 100 KiB |
|
After Width: | Height: | Size: 97 KiB |
|
After Width: | Height: | Size: 99 KiB |
|
After Width: | Height: | Size: 101 KiB |
|
After Width: | Height: | Size: 101 KiB |
|
After Width: | Height: | Size: 94 KiB |
|
After Width: | Height: | Size: 97 KiB |
|
After Width: | Height: | Size: 100 KiB |
|
After Width: | Height: | Size: 97 KiB |
@@ -0,0 +1,961 @@
|
||||
run,architecture,grid,grid_index,tile_index,row,col,source_path,score,mean,std,saturation,sharpness,exposure_score,contrast_score,detail_score,color_score
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.7545376674909341,0.5586341023445129,0.12475372850894928,0.3098646104335785,0.012272229418158531,0.7542684301733971,0.519807202120622,1.0,0.8154331853515223
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.7593448067256836,0.35332736372947693,0.14404259622097015,0.3831081986427307,0.008653096854686737,0.6041480116546154,0.6001774842540424,0.9921886318123451,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.9525878772923821,0.5241501331329346,0.3510676324367523,0.3647458553314209,0.022909104824066162,0.8620308339595795,1.0,1.0,0.959857514030055
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.7095987265826474,0.49222832918167114,0.0913277193903923,0.29169315099716187,0.0034171135630458593,0.9617864713072777,0.3805321641266346,0.7670444106564817,0.7676135552556891
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.9141213849186898,0.38839614391326904,0.248654305934906,0.4194767475128174,0.013700177893042564,0.7137379497289658,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.9496999841967695,0.47258105874061584,0.33243075013160706,0.27019327878952026,0.03126365691423416,0.9768158085644245,1.0,1.0,0.7110349441829481
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.8351491647723474,0.45492032170295715,0.24781660735607147,0.021942120045423508,0.017632482573390007,0.9216260053217411,1.0,1.0,0.05774242117216712
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.8024060817141282,0.4370657205581665,0.2197197526693344,0.045618437230587006,0.01176534965634346,0.8658303767442703,0.9154989694555601,1.0,0.12004851902786054
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.6557122263077059,0.6841288805007935,0.2226022332906723,0.047703325748443604,0.02228841930627823,0.36209724843502045,0.9275093053778013,1.0,0.12553506775906212
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.7053433787861937,0.3807450532913208,0.19525142014026642,0.010970894247293472,0.018412042409181595,0.6898282915353775,0.8135475839177768,1.0,0.02887077433498282
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.9597365334630013,0.4648057818412781,0.21918489038944244,0.42363959550857544,0.012437568977475166,0.952518068253994,0.9132703766226768,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.9016706772148609,0.5735244154930115,0.23147985339164734,0.38165542483329773,0.033601272851228714,0.7077362015843391,0.964499389131864,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.9120497883150451,0.4331885576248169,0.3386186361312866,0.26836997270584106,0.01995547115802765,0.8537142425775528,1.0,1.0,0.7062367702785292
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.8598220698535443,0.5386441349983215,0.17184075713157654,0.3957240879535675,0.017268937081098557,0.8167370781302452,0.7160031547149023,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.7806122546362527,0.4119107127189636,0.20364314317703247,0.441266804933548,0.0013961864169687033,0.7872209772467613,0.8485130965709686,0.559568129963735,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0001.png,1,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0001.png,0.8230576974192731,0.44262832403182983,0.26020944118499756,0.020503897219896317,0.011849427595734596,0.8832135125994682,1.0,1.0,0.05395762426288504
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.8998476877808571,0.5348783135414124,0.20103688538074493,0.5457454323768616,0.01619734987616539,0.8285052701830864,0.8376536890864372,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.9812861617654561,0.46003857254981995,0.27224647998809814,0.4570789933204651,0.023630764335393906,0.9376205392181873,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.7420650539086349,0.5928292274475098,0.3344661593437195,0.02122393250465393,0.007521435152739286,0.647408664226532,1.0,0.9578583461869316,0.055852453959615606
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.9720733910014754,0.4618774652481079,0.2704009711742401,0.35229361057281494,0.025064971297979355,0.9433670789003372,1.0,1.0,0.9270884488758288
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.833084571145867,0.4547576606273651,0.31825003027915955,0.017098136246204376,0.030236052349209785,0.921117689460516,1.0,1.0,0.04499509538474836
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.7242124849244168,0.6618639230728149,0.1652834117412567,0.34986764192581177,0.03201981633901596,0.4316752403974533,0.6886808822552364,1.0,0.9207043208573994
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.7384208043400002,0.6048873662948608,0.3096829056739807,0.01394019927829504,0.027470922097563744,0.6097269803285599,1.0,1.0,0.036684734942881686
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.6106346278251241,0.21221114695072174,0.1588122397661209,0.4094204604625702,0.004881285130977631,0.16315983422100555,0.6617176656921705,0.8526855114046854,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.5587454412524638,0.23907819390296936,0.18229030072689056,0.017091788351535797,0.015121573582291603,0.24711935594677936,0.7595429196953773,1.0,0.04497839039877841
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.7776214455188818,0.4174554944038391,0.14888633787631989,0.49546483159065247,0.003931847400963306,0.8045484200119972,0.6203597411513329,0.8005959886795313,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.6441286732110473,0.21925386786460876,0.17080029845237732,0.5611382722854614,0.005940636619925499,0.1851683370769025,0.7116679102182388,0.9003111960900193,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.955621548742056,0.5273370146751404,0.30989617109298706,0.41411760449409485,0.015149565413594246,0.8520718291401863,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.9379227348064122,0.5395410060882568,0.254978746175766,0.36414748430252075,0.01970071718096733,0.8139343559741974,1.0,1.0,0.9582828534276862
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.7201142754209668,0.6283286809921265,0.17947918176651,0.21488603949546814,0.03531326353549957,0.5364728718996048,0.7478299240271251,1.0,0.565489577619653
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.8876708376564477,0.3642846345901489,0.2504919767379761,0.37025678157806396,0.018406979739665985,0.6383894830942154,1.0,1.0,0.9743599515212209
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0002.png,2,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0002.png,0.9283315275452638,0.47205090522766113,0.22538556158542633,0.2635980248451233,0.011152489110827446,0.975159078836441,0.9391065066059431,1.0,0.6936790127503244
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.8586176541802989,0.528627336025238,0.2003055214881897,0.36663907766342163,0.004562776070088148,0.8480395749211311,0.8346063395341238,0.8363917125379082,0.9648396780616358
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.7858749721199275,0.26752373576164246,0.22805717587471008,0.5977087020874023,0.016115520149469376,0.3360116742551328,0.950238232811292,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.7536362484587651,0.5852681398391724,0.23954956233501434,0.0073167141526937485,0.03268556296825409,0.6710370630025864,0.9981231763958931,1.0,0.019254510928141445
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.5154432408321509,0.3417609930038452,0.14347687363624573,0.04783596843481064,0.0015792122576385736,0.5680031031370163,0.5978203068176906,0.5872543949069381,0.125884127460028
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.8249723659142068,0.4270785450935364,0.18514028191566467,0.23600755631923676,0.015848493203520775,0.8346204534173012,0.7714178413152695,1.0,0.6210725166295704
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.8648055293058095,0.3481628894805908,0.2968728244304657,0.35062047839164734,0.012981856241822243,0.5880090296268463,1.0,1.0,0.9226854694517035
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.8721946236885333,0.3808496594429016,0.22183451056480408,0.4574553072452545,0.007325959857553244,0.6901551857590675,0.9243104606866837,0.9514197190192317,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.7095855738691413,0.27421942353248596,0.18987368047237396,0.6059479713439941,0.005044713616371155,0.35693569853901874,0.7911403353015583,0.8606510548678727,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.9354947239160538,0.5107810497283936,0.24028459191322327,0.28969162702560425,0.032173462212085724,0.9038092195987701,1.0,1.0,0.7623463869094849
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.7184575937296215,0.5963011384010315,0.1650904268026352,0.18018808960914612,0.022538598626852036,0.6365589424967766,0.6878767783443134,1.0,0.47417918318196345
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.8459408931434155,0.4996097683906555,0.131460040807724,0.48573726415634155,0.013038482517004013,0.9387194737792015,0.5477501700321834,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.814499861270924,0.44499677419662476,0.16504618525505066,0.4865788519382477,0.0033741698134690523,0.8906149193644524,0.6876924385627111,0.7640306155710997,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.6293126838085683,0.34668371081352234,0.15933012962341309,0.013006241992115974,0.012032881379127502,0.5833865962922573,0.6638755400975546,1.0,0.03422695261083151
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.6962179163568899,0.7100358009338379,0.2800619900226593,0.1567537486553192,0.02437450736761093,0.2811381220817566,1.0,1.0,0.412509864882419
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.8181977607309819,0.3186354637145996,0.21558161079883575,0.5210000276565552,0.017162248492240906,0.4957358241081239,0.8982567116618156,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0003.png,3,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0003.png,0.8527785818227757,0.5013974905014038,0.20327767729759216,0.217881977558136,0.006736705079674721,0.9331328421831131,0.8469903220733007,0.9309423550916126,0.5733736251529894
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.5895350809422575,0.36464041471481323,0.08890166878700256,0.23955386877059937,0.003430658020079136,0.6395012959837914,0.37042361994584405,0.7679874739630475,0.6304049178173667
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8943183845595309,0.5314095616340637,0.2107905000448227,0.3268676996231079,0.02474066987633705,0.8393451198935509,0.8782937501867613,1.0,0.8601781569029155
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8592290036380291,0.48304200172424316,0.12966470420360565,0.40858709812164307,0.018466269597411156,0.9904937446117401,0.540269600848357,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8956946209073067,0.381428062915802,0.23048464953899384,0.3853580951690674,0.02593258023262024,0.6919626966118813,0.9603527064124744,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.7436427799943237,0.3414962887763977,0.1721288114786148,0.5121854543685913,0.004504946526139975,0.5671759024262428,0.7172033811608951,0.8333159796727292,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8115268671265001,0.3547556400299072,0.20915274322032928,0.3197314143180847,0.007749638985842466,0.6086113750934601,0.8714697634180387,0.9651710270531206,0.8413984587318019
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8115414392444642,0.3684893846511841,0.2586754858493805,0.31895413994789124,0.003327572252601385,0.6515293270349503,1.0,0.7607187646181933,0.8393529998628717
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8835286594535176,0.5304690599441528,0.29684287309646606,0.20480328798294067,0.011063450947403908,0.8422841876745224,1.0,1.0,0.5389560210077387
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.9128316894173623,0.387020468711853,0.27525776624679565,0.6243563890457153,0.012326443567872047,0.7094389647245407,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.6316506314551138,0.2844827175140381,0.11516134440898895,0.30810052156448364,0.00884288176894188,0.38900849223136913,0.479838935037454,0.9975111053644723,0.8107908462223253
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8472280944599525,0.4859713912010193,0.24093836545944214,0.007159893400967121,0.022441085427999496,0.9813394024968147,1.0,1.0,0.01884182473938716
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.4586441533185386,0.15696296095848083,0.16091114282608032,0.7654194831848145,0.0007641658885404468,0.0,0.6704630951086681,0.43002089914375247,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.7715456023812294,0.40743064880371094,0.1606440544128418,0.22489489614963531,0.015978895127773285,0.7732207775115967,0.6693502267201742,1.0,0.5918286740779877
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8133123606443405,0.6550119519233704,0.22190885245800018,0.5648695230484009,0.038659438490867615,0.4530876502394676,0.9246202185750008,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.893380181863904,0.4470275938510895,0.1794334501028061,0.488193541765213,0.013053730130195618,0.8969612307846546,0.7476393754283588,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0004.png,4,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0004.png,0.8741027908889871,0.4827801585197449,0.15858162939548492,0.3254881203174591,0.016781821846961975,0.9913120046257973,0.6607567891478539,1.0,0.856547685045945
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.907768871125422,0.448178231716156,0.2107820361852646,0.3144480586051941,0.021893009543418884,0.9005569741129875,0.8782584841052692,1.0,0.8274948910663003
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.8039472896997866,0.44701677560806274,0.2252752035856247,0.008296813815832138,0.021059446036815643,0.8969274237751961,0.9386466816067696,1.0,0.02183372056797931
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.9318601943552495,0.5526824593544006,0.25198668241500854,0.3896118402481079,0.032747358083724976,0.772867314517498,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.8767036567000966,0.4646499752998352,0.1851481795310974,0.2778030037879944,0.028165467083454132,0.952031172811985,0.7714507480462393,1.0,0.7310605362841958
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.38463021956243315,0.23538875579833984,0.11072921752929688,0.01894732192158699,0.00228615989908576,0.23558986186981212,0.4613717397054037,0.6722501322727574,0.0498613734778605
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.7372267697273276,0.286445677280426,0.2164098471403122,0.46430760622024536,0.0038042094092816114,0.39514274150133144,0.9017076964179676,0.7926865534061516,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.8786685809493066,0.6094201803207397,0.2474713772535324,0.38691121339797974,0.023118214681744576,0.5955619364976883,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.8696450907737017,0.35869845747947693,0.22669222950935364,0.5497492551803589,0.013579826802015305,0.6209326796233654,0.9445509562889736,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.8233137778937817,0.5261629819869995,0.13327325880527496,0.49656835198402405,0.021564697846770287,0.8557406812906265,0.5553052450219791,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.382277699169396,0.16975241899490356,0.07428576797246933,0.6958059668540955,0.001173350028693676,0.03047630935907375,0.3095240332186222,0.521110385584349,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.7702151579907561,0.3096632659435272,0.19988080859184265,0.3563356399536133,0.007513006683439016,0.4676977060735227,0.832836702466011,0.9575841207361948,0.9377253682989823
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.9107583697885275,0.3848089277744293,0.2420244812965393,0.39233115315437317,0.0095355324447155,0.7025278992950916,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.9117341909557581,0.38584980368614197,0.2577420771121979,0.3969506323337555,0.028145231306552887,0.7057806365191936,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.9243011623620987,0.4225029945373535,0.22256368398666382,0.5036839246749878,0.03184037283062935,0.8203218579292297,0.927348683277766,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.6619402099524138,0.26035311818122864,0.16354040801525116,0.531673789024353,0.004902512766420841,0.3136034943163396,0.6814183667302132,0.8537346065537919,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0005.png,5,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0005.png,0.8609141348583063,0.44484877586364746,0.17759594321250916,0.3676582872867584,0.0061057633720338345,0.8901524245738983,0.7399830967187881,0.9069808286923825,0.9675218086493642
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.875421778857708,0.5746668577194214,0.21133756637573242,0.3896825909614563,0.03409885615110397,0.7041660696268082,0.8805731932322185,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.7810890753741003,0.4248238503932953,0.24505583941936493,0.011037391610443592,0.006280225235968828,0.8275745324790478,1.0,0.9138394020840022,0.029045767395904188
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.7865731326373,0.5845127105712891,0.3116176724433899,0.0875362902879715,0.022526144981384277,0.6733977794647217,1.0,1.0,0.23035865865255656
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.8591934063749928,0.3876144587993622,0.21951551735401154,0.32111066579818726,0.00818733312189579,0.7112951837480068,0.9146479889750481,0.9786249774983253,0.8450280678899664
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.6532358039510788,0.3147972822189331,0.11174239218235016,0.70570969581604,0.005324860103428364,0.48374150693416607,0.46559330075979233,0.8737414465715652,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.7858239174281296,0.3296286463737488,0.24441830813884735,0.19455255568027496,0.01192161999642849,0.5300895199179649,1.0,1.0,0.5119804096849341
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.8589211200609018,0.47416725754737854,0.318678081035614,0.03645293414592743,0.0220384132117033,0.9817726798355579,1.0,1.0,0.09592877406823007
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.9243404397446858,0.4492695927619934,0.2036893665790558,0.3762975037097931,0.014060743153095245,0.9039674773812294,0.8487056940793991,1.0,0.9902565887099818
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.8971401409883248,0.5035743713378906,0.17587903141975403,0.378460556268692,0.016842877492308617,0.9263300895690918,0.7328292975823085,1.0,0.9959488322860316
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.7544976327801437,0.36918866634368896,0.14592470228672028,0.5229775905609131,0.006029176525771618,0.653714582324028,0.6080195928613346,0.9039095208981394,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.6670329091978492,0.24327167868614197,0.1800692081451416,0.388423889875412,0.004938778933137655,0.26022399589419376,0.7502883672714233,0.8555168009926564,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.7846233867108079,0.3194371163845062,0.20846299827098846,0.5017948150634766,0.005891444161534309,0.49824098870158207,0.8685958261291187,0.8982893690463906,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.6997036429714174,0.37598657608032227,0.12620475888252258,0.278771311044693,0.006379921920597553,0.6749580502510071,0.5258531620105108,0.9176758892065436,0.7336087132755079
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.9343138402229861,0.5160537958145142,0.24139896035194397,0.29922282695770264,0.009966598823666573,0.8873318880796432,1.0,1.0,0.7874284919939543
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.8053720891475677,0.394361674785614,0.1485264152288437,0.3891766667366028,0.012834908440709114,0.7323802337050438,0.6188600634535154,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0006.png,6,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0006.png,0.43927690061584435,0.15315912663936615,0.08104534447193146,0.5397039651870728,0.0032062034588307142,0.0,0.33768893529971444,0.75188088010372,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.8493201643228531,0.4572209119796753,0.17145398259162903,0.2694404721260071,0.012126946821808815,0.9288153499364853,0.7143915941317877,1.0,0.7090538740158081
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.769081329384276,0.30254387855529785,0.2055985927581787,0.39737173914909363,0.006279023829847574,0.4454496204853059,0.856660803159078,0.9137928091638432,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.8151628826815037,0.5378580689430237,0.1702156662940979,0.40093761682510376,0.004380045458674431,0.819193534553051,0.7092319428920746,0.826540957791864,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.6111208545718048,0.591734766960144,0.1315007209777832,0.0037906200159341097,0.02074606902897358,0.6508288532495499,0.5479196707407634,1.0,0.009975315831405552
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.646148418909625,0.7471302151679993,0.20146562159061432,0.2400357872247696,0.0406423881649971,0.1652180776000023,0.839440089960893,1.0,0.6316731242757094
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.8904819957964021,0.40772008895874023,0.3016814589500427,0.32071495056152344,0.006617442704737186,0.7741252779960632,1.0,0.9265856223879277,0.843986712004009
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.7260528919725296,0.3227294385433197,0.1426870971918106,0.49903637170791626,0.008251594379544258,0.5085294954478741,0.5945295716325443,0.9805406873936162,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.7036572464083265,0.35407277941703796,0.22536706924438477,0.009349950589239597,0.0071435365825891495,0.6064774356782436,0.9390294551849365,0.9452576367197429,0.024605133129577888
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.7750198364946898,0.5274783372879028,0.16703392565250397,0.241154283285141,0.0050767576321959496,0.8516301959753036,0.6959746902187666,0.8621835615693362,0.6346165349608973
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.8794440545141697,0.351406991481781,0.2869923710823059,0.5339280366897583,0.024457525461912155,0.5981468483805656,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.8372685394396907,0.3613077402114868,0.21205411851406097,0.33813637495040894,0.009057862684130669,0.6290866881608963,0.8835588271419208,1.0,0.8898325656589708
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.8015177220302192,0.390240341424942,0.15443000197410583,0.3613290786743164,0.011990748345851898,0.7195010669529438,0.6434583415587743,1.0,0.950865996511359
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.8176741555725273,0.40279310941696167,0.18400675058364868,0.27878618240356445,0.01006361935287714,0.7587284669280052,0.7666947940985362,1.0,0.7336478484304327
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.9672669764608145,0.48784127831459045,0.21969453990459442,0.4469306170940399,0.012913118116557598,0.9754960052669048,0.9153939162691435,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.9368669483810663,0.4143889248371124,0.23870186507701874,0.4027857184410095,0.010187076404690742,0.7949653901159763,0.9945911044875781,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0007.png,7,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0007.png,0.780505416539763,0.34109261631965637,0.19911116361618042,0.5398318767547607,0.004775059409439564,0.5659144259989262,0.8296298484007518,0.8473685368794388,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.7970287408912766,0.5013858675956726,0.22536815702915192,0.011146023869514465,0.006544208154082298,0.9331691637635231,0.9390339876214664,0.9238721968459908,0.029331641761880172
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.7108458863424235,0.43045708537101746,0.16398027539253235,0.005869795568287373,0.011441962793469429,0.8451783917844296,0.6832511474688848,1.0,0.015446830442861506
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.7697381906155869,0.4496918022632599,0.11186768114566803,0.5492039918899536,0.004504089243710041,0.9052868820726871,0.46611533810695016,0.833270098246783,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.6989638672105051,0.35959097743034363,0.13119755685329437,0.5479761362075806,0.0037838509306311607,0.6237218044698238,0.5466564868887266,0.7914015192117597,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.8932776227593422,0.5262240171432495,0.22980892658233643,0.25169041752815247,0.01662326045334339,0.8555499464273453,0.9575371940930685,1.0,0.6623432040214539
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.6088977974402533,0.3927351236343384,0.14018476009368896,0.005774964112788439,0.00488344207406044,0.7272972613573074,0.5841031670570374,0.8527923112751862,0.015197273981022207
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.882893174082825,0.40290549397468567,0.22173728048801422,0.32426077127456665,0.014655661769211292,0.7590796686708927,0.9239053353667259,1.0,0.8533178191435964
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.7554918011846511,0.5855017304420471,0.2542382478713989,0.011145839467644691,0.01503431424498558,0.6703070923686028,1.0,1.0,0.02933115649380182
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.5396268888817806,0.844924807548523,0.2291971743106842,0.007930399850010872,0.05406677722930908,0.0,0.9549882262945175,1.0,0.020869473289502293
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.8613160230219364,0.5235291719436646,0.16169969737529755,0.40834808349609375,0.019339991733431816,0.8639713376760483,0.6737487390637398,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.7321886953701707,0.6097853779792786,0.31042152643203735,0.009784967638552189,0.01916937530040741,0.5944206938147545,1.0,1.0,0.025749914838295234
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.8331833370029926,0.33568674325942993,0.21478161215782166,0.40492361783981323,0.015957213938236237,0.5490210726857185,0.8949233839909236,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.5088473971517982,0.12006480991840363,0.10350232571363449,0.40002232789993286,0.006385215558111668,0.0,0.43125969047347706,0.9178779600390201,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.7030484216346921,0.2965622544288635,0.1651538461446762,0.3865181505680084,0.005337495356798172,0.42675704509019863,0.6881410256028175,0.8743160017071486,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.8323472074380046,0.39097630977630615,0.21305964887142181,0.2520219683647156,0.0095682917162776,0.7218009680509567,0.8877485369642576,1.0,0.6632157062229357
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0008.png,8,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0008.png,0.5792033701237205,0.18457084894180298,0.1619434654712677,0.517056941986084,0.0041741495952010155,0.07678390294313442,0.6747644394636154,0.8149554696067822,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.8595949189116271,0.485787957906723,0.1843118816614151,0.298603355884552,0.005179741885513067,0.9819126315414906,0.7679661735892296,0.8670461265140358,0.7857983049593473
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.6028219508007169,0.19069211184978485,0.13923847675323486,0.437399297952652,0.01030984427779913,0.09591284953057777,0.5801603198051453,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.7336863054232182,0.5513945817947388,0.1982884407043457,0.006987376604229212,0.012560537084937096,0.7768919318914413,0.8262018362681072,1.0,0.018387833169024242
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.6670747307930264,0.6282001733779907,0.10933477431535721,0.3718968629837036,0.0056978557258844376,0.536874458193779,0.4555615596473217,0.890170128630621,0.9786759552202726
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.4287850607902928,0.2971642017364502,0.09910248965024948,0.008129455149173737,0.002492319094017148,0.42863813042640697,0.4129270402093729,0.6924260565837508,0.021393303024141413
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.8743150602045812,0.4599578380584717,0.2946867346763611,0.10919828712940216,0.02124294824898243,0.937368243932724,1.0,1.0,0.2873639134984267
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.8105629876452056,0.4211808145046234,0.1557983011007309,0.3064271807670593,0.012138865888118744,0.8161900453269482,0.6491595879197121,1.0,0.8063873178080508
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.804760357855182,0.5664476752281189,0.1747012436389923,0.2974855303764343,0.023043829947710037,0.7298510149121284,0.7279218484958013,1.0,0.7828566588853535
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.6948749497532846,0.2902379035949707,0.13822153210639954,0.44017231464385986,0.010719917714595795,0.40699344873428356,0.5759230504433315,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.8288026563823223,0.34265631437301636,0.20604988932609558,0.4261782765388489,0.010843470692634583,0.5708009824156761,0.8585412055253983,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.9331365078687668,0.4384240508079529,0.21769116818904877,0.46462100744247437,0.013590224087238312,0.8700751587748528,0.9070465341210365,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.9031721539795399,0.44615936279296875,0.18791820108890533,0.521428644657135,0.009995403699576855,0.8942480087280273,0.7829925045371056,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.8932308070361614,0.41031843423843384,0.20684581995010376,0.4193262457847595,0.024767670780420303,0.7822451069951057,0.8618575831254324,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.7570139667723568,0.2662753164768219,0.23317767679691315,0.5077286958694458,0.005107289180159569,0.33211036399006855,0.9715736533204715,0.863635046316779,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.8732785806059837,0.35115379095077515,0.23525752127170563,0.41009122133255005,0.011141548864543438,0.5973555967211723,0.9802396719654402,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0009.png,9,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0009.png,0.8602951680751223,0.4846940040588379,0.1919434517621994,0.18940842151641846,0.009361225180327892,0.9853312373161316,0.7997643823424976,1.0,0.49844321451689066
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.8469079197629502,0.5111610889434814,0.15641345083713531,0.3308650553226471,0.012622418813407421,0.9026215970516205,0.6517227118213972,1.0,0.870697514006966
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.7822690353141096,0.33351975679397583,0.18741919100284576,0.6403491497039795,0.007028179243206978,0.5422492399811745,0.7809132958451908,0.9412810982648001,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.6131865660610952,0.6606355309486389,0.15420351922512054,0.10077087581157684,0.018221400678157806,0.4355139657855034,0.6425146634380023,1.0,0.26518651529362325
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.8051183959156577,0.46463191509246826,0.22866183519363403,0.009745027869939804,0.006425432860851288,0.9519747346639633,0.9527576466401418,0.9194078399872734,0.025644810184052114
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.7481512544941831,0.5874038934707642,0.26845401525497437,0.010588700883090496,0.008188189938664436,0.664362832903862,1.0,0.9786506170977449,0.027865002323922358
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.8529746122658253,0.4173896312713623,0.1693374663591385,0.47458702325820923,0.010883152484893799,0.8043425977230072,0.7055727764964104,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.8588580984426172,0.479427695274353,0.35124045610427856,0.02379973977804184,0.07146435976028442,0.9982115477323532,1.0,1.0,0.06263089415274169
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.7668434718721792,0.5449010133743286,0.14114394783973694,0.2565208673477173,0.00970851257443428,0.7971843332052231,0.5880997826655706,1.0,0.6750549140729403
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.7776098706220326,0.5767411589622498,0.15460778772830963,0.31678059697151184,0.020487023517489433,0.6976838782429695,0.6441991155346235,1.0,0.8336331499250311
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.9174275484328207,0.4640711843967438,0.21460025012493134,0.2890799343585968,0.01801297813653946,0.9502224512398243,0.8941677088538806,1.0,0.7607366693647284
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.7589390004741559,0.5512765049934387,0.17035728693008423,0.16556505858898163,0.008570555597543716,0.777260921895504,0.709822028875351,0.9898379474100473,0.4356975226025832
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.8784318123352023,0.4552675485610962,0.2071256935596466,0.3053433895111084,0.005664038006216288,0.9227110892534256,0.8630237231651943,0.8887243331051369,0.8035352355555484
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.8947002198547125,0.43727806210517883,0.18780162930488586,0.5342007875442505,0.025740642100572586,0.8664939440786839,0.7825067887703578,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.9049478150904179,0.4964229464530945,0.17627546191215515,0.4802337884902954,0.017999855801463127,0.9486782923340797,0.7344810913006465,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.9813835850671718,0.4987140893936157,0.2715086340904236,0.37728437781333923,0.025151735171675682,0.9415184706449509,1.0,1.0,0.9928536258245769
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0010.png,10,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0010.png,0.716300159169756,0.23789291083812714,0.21230025589466095,0.4700593948364258,0.006222758442163467,0.2434153463691474,0.8845843995610874,0.9116009415627422,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.8617069907486439,0.39766180515289307,0.1911192387342453,0.3902971148490906,0.022736594080924988,0.7426931411027908,0.7963301613926888,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.9391638579141153,0.4860605299472809,0.2516518831253052,0.2402755320072174,0.09339642524719238,0.9810608439147472,1.0,1.0,0.6323040315979406
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.8260683723746457,0.3666582703590393,0.21132534742355347,0.47827720642089844,0.005301555152982473,0.6458070948719978,0.8805222809314728,0.8726782385344182,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.7919605132192373,0.390259712934494,0.14087362587451935,0.4148794710636139,0.010153334587812424,0.7195616029202938,0.5869734411438307,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.6491830306928028,0.2559933364391327,0.14960849285125732,0.364663302898407,0.0062568290159106255,0.29997917637228977,0.6233687202135723,0.9129304843970083,0.9596402707852815
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.6657208744436504,0.27518025040626526,0.12619151175022125,0.5309655666351318,0.009614264592528343,0.35993828251957904,0.525797965625922,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.7608880448498223,0.37905919551849365,0.17089742422103882,0.2328089475631714,0.015220238827168941,0.6845599859952927,0.7120726009209951,1.0,0.6126551251662404
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.7145841657723252,0.2859361171722412,0.17513622343540192,0.3232502341270447,0.013347038067877293,0.3935503661632539,0.7297342643141747,1.0,0.8506585108606439
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.8596613200479433,0.3479235768318176,0.26016852259635925,0.3381568491458893,0.013945198617875576,0.5872611775994301,1.0,1.0,0.8898864451207612
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.6983062481439671,0.2997108995914459,0.15603455901145935,0.36176618933677673,0.006386489141732454,0.4365965612232686,0.6501439958810806,0.9179265514136339,0.9520162877283598
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.8818235804557416,0.47700607776641846,0.15765540301799774,0.4270445704460144,0.007290821056813002,0.9906439930200577,0.6568975125749906,0.9502445151089086,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.774190147260302,0.5137311220169067,0.20070448517799377,0.012495584785938263,0.013682609423995018,0.8945902436971664,0.8362686882416408,1.0,0.03288311785773227
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.48064235309765546,0.14640486240386963,0.1200752854347229,0.8573397397994995,0.002828537719324231,0.0,0.5003136893113455,0.7221929852170071,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.5637109845914624,0.18502452969551086,0.15317346155643463,0.652617335319519,0.0038432846777141094,0.07820165529847156,0.6382227564851444,0.7951346442255104,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.717459922656417,0.22427037358283997,0.20576515793800354,0.6185629367828369,0.009624357335269451,0.200844917446375,0.8573548247416815,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0011.png,11,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0011.png,0.8127584176343619,0.34211820363998413,0.20422905683517456,0.370963454246521,0.0076253050938248634,0.5691193863749504,0.850954403479894,0.9612133528487059,0.9762196164382131
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.6864065705368491,0.2741782069206238,0.14817701280117035,0.5917714834213257,0.008119042962789536,0.3568068966269494,0.6174042200048765,0.9765729421892052,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.9713950715959072,0.47971469163894653,0.21733003854751587,0.40844476222991943,0.010058732703328133,0.9991084113717079,0.9055418272813162,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.8162724675512627,0.4501749575138092,0.23194971680641174,0.010883957147598267,0.022110294550657272,0.9067967422306538,0.966457153360049,1.0,0.028641992493679647
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.8952369228397545,0.3791632056236267,0.247663214802742,0.35408759117126465,0.018146997317671776,0.6848850175738335,1.0,1.0,0.9318094504506964
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.8108695181944456,0.43630632758140564,0.23908624053001404,0.007535489741712809,0.02226063422858715,0.8634572736918926,0.9961926688750585,1.0,0.019830236162402128
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.9931557374587933,0.4784943461418152,0.26595890522003174,0.5266944169998169,0.008175451308488846,0.9952948316931725,1.0,0.9782691518033664,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.9205608076170871,0.5526833534240723,0.2633109390735626,0.351377010345459,0.016436833888292313,0.7728645205497742,1.0,1.0,0.9246763430143657
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.7959507714801258,0.3819081783294678,0.15686550736427307,0.6137540936470032,0.007817976176738739,0.6934630572795868,0.6536062806844711,0.9673198803636337,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.79812374677073,0.30458009243011475,0.25100991129875183,0.42348554730415344,0.004833739250898361,0.4518127888441087,1.0,0.8503196404699894,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.9081090591847897,0.5377892255783081,0.2098291665315628,0.6009770035743713,0.01834665611386299,0.8194086700677872,0.8742881938815117,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.9247215962723682,0.500356912612915,0.22976577281951904,0.2700507640838623,0.012169701978564262,0.9363846480846405,0.9573573867479961,1.0,0.7106599054838482
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.9528578683341804,0.4682837128639221,0.22772490978240967,0.3272705674171448,0.02386489138007164,0.9633866026997566,0.9488537907600403,1.0,0.8612383353082758
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.862411005422473,0.4177171289920807,0.17664095759391785,0.5214425921440125,0.015117242932319641,0.8053660281002522,0.7360039899746578,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.9598501920700073,0.45587438344955444,0.22597436606884003,0.4988783597946167,0.020012032240629196,0.9246074482798576,0.9415598586201668,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.8650946329102704,0.37269696593284607,0.2405259609222412,0.29308444261550903,0.028306839987635612,0.664678018540144,1.0,1.0,0.7712748489881817
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.7886823602020742,0.3391212821006775,0.17660492658615112,0.3878621459007263,0.014586799778044224,0.5597540065646172,0.7358538607756298,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.7800788427911904,0.31115302443504333,0.23668862879276276,0.4070294499397278,0.003460435662418604,0.47235320135951053,0.9862026199698448,0.7700483855695351,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.9391630170745662,0.5017827749252319,0.23649747669696808,0.34262484312057495,0.00630668830126524,0.9319288283586502,0.9854061529040337,0.9148634963821362,0.9016443240015131
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.7712428817574523,0.5294139981269836,0.21210214495658875,0.006183420307934284,0.025031905621290207,0.8455812558531761,0.8837589373191198,1.0,0.01627215870509022
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.8566811236111742,0.6218043565750122,0.2461337447166443,0.3537108600139618,0.01103892270475626,0.5568613857030869,1.0,1.0,0.9308180526683205
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.8376682562263388,0.3607521057128906,0.22964757680892944,0.28475600481033325,0.014505776576697826,0.6273503303527832,0.9568649033705394,1.0,0.7493579073956138
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.9891186870634555,0.4683932662010193,0.25315365195274353,0.42203789949417114,0.012284314259886742,0.9637289568781853,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.5655229001103006,0.5717395544052124,0.14466263353824615,0.024601956829428673,0.002023695269599557,0.7133138924837112,0.6027609730760257,0.6439565667756836,0.06474199165639125
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.8070361636579038,0.2997651696205139,0.23822307586669922,0.3248429298400879,0.024911997839808464,0.4367661550641061,0.9925961494445801,1.0,0.8548498153686523
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.8654121831059456,0.4027549624443054,0.1902635246515274,0.5719152688980103,0.012333137914538383,0.7586092576384544,0.7927646860480309,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.7781528002965323,0.3499597907066345,0.20828506350517273,0.29097089171409607,0.005918635055422783,0.5936243459582329,0.867854431271553,0.8994089447512873,0.7657128729318318
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.9213138908147812,0.5233176946640015,0.20953938364982605,0.47362884879112244,0.015652017667889595,0.8646322041749954,0.8730807652076086,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.4911369412626021,0.1367371678352356,0.11293863505125046,0.7546923160552979,0.003919710870832205,0.0,0.4705776460468769,0.799854589794156,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.5426214516948177,0.1607101410627365,0.16714097559452057,0.3070922791957855,0.0047724274918437,0.0022191908210517086,0.6964207316438358,0.8472353537227971,0.8081375768310145
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.8714720599573349,0.4545878469944,0.16664092242717743,0.43773460388183594,0.007223552092909813,0.9205870218575001,0.694337176779906,0.9479792014644525,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.5526559902011956,0.8025230169296265,0.2603263556957245,0.00672850850969553,0.06973238289356232,0.0,1.0,1.0,0.017706601341304026
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.8802813161164522,0.4259483516216278,0.18476378917694092,0.5297917127609253,0.021040260791778564,0.8310885988175869,0.7698491215705872,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.7407415405785639,0.5424097776412964,0.15462270379066467,0.39153799414634705,0.0018547483487054706,0.8049694448709488,0.6442612657944362,0.6238893095157935,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.7587375699248361,0.4254619777202606,0.20579728484153748,0.006638244725763798,0.012493796646595001,0.8295686803758144,0.8574886868397396,1.0,0.017469065067799466
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.7731683049350978,0.29915544390678406,0.1941680610179901,0.5130757689476013,0.013549610041081905,0.4348607622087003,0.8090335875749588,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.8925165824592114,0.36535102128982544,0.2630952000617981,0.44784021377563477,0.01910003088414669,0.6417219415307045,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.9000832740805651,0.5424793362617493,0.28022435307502747,0.27526605129241943,0.03489815443754196,0.8047520741820335,1.0,1.0,0.7243843455063669
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.8814360807208639,0.5581095814704895,0.2190711796283722,0.33142292499542236,0.021359482780098915,0.7559075579047203,0.9127965817848842,1.0,0.8721655920932168
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.7512215759115,0.5901047587394714,0.32564619183540344,0.011260127648711205,0.014131704345345497,0.6559226289391518,1.0,1.0,0.029631914865029484
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.9090647824108601,0.576175332069397,0.23938332498073578,0.4051344394683838,0.023894552141427994,0.6994520872831345,0.9974305207530658,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.7038594809605887,0.38715076446533203,0.1900695115327835,0.008407499641180038,0.014668822288513184,0.7098461389541626,0.7919562980532646,1.0,0.022124999055736942
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.8055793151259423,0.2726179361343384,0.2450747936964035,0.6575278043746948,0.015183239243924618,0.35193105041980755,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.6873617286133359,0.2956738770008087,0.18449264764785767,0.2508673071861267,0.006496814079582691,0.42398086562752735,0.768719365199407,0.9221003629566118,0.6601771241740176
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.800081877018276,0.3557407259941101,0.20855067670345306,0.268246054649353,0.01240632589906454,0.6116897687315941,0.8689611529310545,1.0,0.7059106701298764
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.7996633984148503,0.28442543745040894,0.2264116406440735,0.42042145133018494,0.01109558530151844,0.38882949203252803,0.9433818360169729,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.8768068260268161,0.5338320732116699,0.26701149344444275,0.1957617998123169,0.024476852267980576,0.8317747712135315,1.0,1.0,0.5151626310850445
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.9009054427393594,0.430291086435318,0.26297423243522644,0.4992072582244873,0.003762240521609783,0.8446596451103687,1.0,0.7900301968249951,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0014.png,14,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0014.png,0.8039119759084362,0.38075992465019226,0.1704365760087967,0.3392230272293091,0.01465622428804636,0.6898747645318508,0.7101524000366529,1.0,0.8926921769192344
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.7432192665724952,0.24435082077980042,0.22781600058078766,0.41463130712509155,0.006374833174049854,0.2635963149368764,0.949233335753282,0.9174814854617903,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.8307682323612664,0.45102840662002563,0.1656930297613144,0.255392462015152,0.016262967139482498,0.9094637706875801,0.6903876240054767,1.0,0.672085426355663
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.7878784725540563,0.5474376678466797,0.16663503646850586,0.23511230945587158,0.013947145082056522,0.789257287979126,0.6943126519521078,1.0,0.618716603831241
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.9247153528034686,0.40815919637680054,0.24393706023693085,0.3599008023738861,0.01962270960211754,0.7754974886775017,1.0,1.0,0.9471073746681213
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.5864899270236492,0.6555646061897278,0.1594225913286209,0.0045688822865486145,0.018462948501110077,0.4513606056571007,0.6642607972025871,1.0,0.012023374438285828
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.7942999303340912,0.3399207592010498,0.1804993748664856,0.5016100406646729,0.011573918163776398,0.5622523725032806,0.7520807286103567,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.8627199716866016,0.40566039085388184,0.18593068420886993,0.430484801530838,0.02167251892387867,0.7676887214183807,0.7747111842036247,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.8996455028653145,0.37295520305633545,0.24502159655094147,0.5237715244293213,0.015282982960343361,0.6654850095510483,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.975370334677006,0.4722314476966858,0.3008243143558502,0.3360551595687866,0.03294828534126282,0.9757232740521431,1.0,1.0,0.8843556830757543
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.9019431434571743,0.4112498164176941,0.21311715245246887,0.39880985021591187,0.03857170417904854,0.785155676305294,0.8879881352186203,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.9076573254834663,0.4421848952770233,0.3213356137275696,0.23587609827518463,0.011420232243835926,0.8818277977406979,1.0,1.0,0.6207265744083806
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.7160310596227647,0.3161490559577942,0.13571305572986603,0.4689984619617462,0.009724211879074574,0.48796579986810695,0.5654710655411085,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.8484421701219521,0.4870491921901703,0.2939058542251587,0.012795329093933105,0.0162888765335083,0.9779712744057178,1.0,1.0,0.03367191866824502
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.6716685353196115,0.41652441024780273,0.09809814393520355,0.3237360119819641,0.0028388802893459797,0.8016387820243835,0.4087422663966815,0.7230547589911194,0.8519368736367476
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.6985199927401385,0.622435450553894,0.21625640988349915,0.029722878709435463,0.017423739656805992,0.5548892170190811,0.9010683745145798,1.0,0.07821810186693542
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0015.png,15,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0015.png,0.8383523071727896,0.4447466731071472,0.15891675651073456,0.3717041611671448,0.006034497171640396,0.889833353459835,0.6621531521280607,0.9041241148796655,0.9781688451766968
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.7467232157133128,0.31056469678878784,0.20241448283195496,0.2597951292991638,0.018338143825531006,0.4705146774649621,0.8433936784664791,1.0,0.6836713928925363
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.8761748644866441,0.4614783525466919,0.186544269323349,0.27957504987716675,0.014470174908638,0.9421198517084122,0.7772677888472875,1.0,0.7357238154662282
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.6506829364525222,0.5831090211868286,0.1323879361152649,0.18907222151756287,0.004423442296683788,0.6777843087911606,0.5516164004802704,0.8289158080776936,0.497558477677797
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.8203354813158512,0.404049813747406,0.15323102474212646,0.44978874921798706,0.017404763028025627,0.7626556679606438,0.6384626030921936,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.8569143503904343,0.5433372259140015,0.1730343997478485,0.4627038836479187,0.019491128623485565,0.8020711690187454,0.7209766656160355,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.8411121944847859,0.5319052934646606,0.1652536392211914,0.3374561071395874,0.022706329822540283,0.8377959579229355,0.6885568300882976,1.0,0.8880423872094405
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.884892939325226,0.44047823548316956,0.17845477163791656,0.37715286016464233,0.02034679800271988,0.8764944858849049,0.7435615484913191,1.0,0.9925075267490587
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.7285709449969338,0.322512686252594,0.1645842343568802,0.3918088674545288,0.005507936701178551,0.5078521445393562,0.6857676431536674,0.8819400347561066,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.7355873623919291,0.5233707427978516,0.18375299870967865,0.17006665468215942,0.0027751706074923277,0.8644664287567139,0.765637494623661,0.717698444644699,0.44754382811094584
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.9084798227015294,0.5499968528747559,0.2278805673122406,0.3527696132659912,0.01753823831677437,0.7812598347663879,0.9495023638010025,1.0,0.9283410875420821
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.7982093503130805,0.34486597776412964,0.18317990005016327,0.4712831676006317,0.008358328603208065,0.5777061805129051,0.763249583542347,0.9836904843860194,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.7055575221973029,0.34307751059532166,0.19303835928440094,0.10798183083534241,0.01715138927102089,0.5721172206103802,0.8043264970183372,1.0,0.28416271272458526
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.7802756648118558,0.3692881166934967,0.1473008245229721,0.37985312938690186,0.011139638721942902,0.6540253646671772,0.6137534355123838,1.0,0.9996134983865839
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.8073003645986319,0.3883167803287506,0.15460270643234253,0.43305689096450806,0.012513567693531513,0.7134899385273457,0.6441779434680939,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.7134816550796753,0.35065758228302,0.223502978682518,0.013582335785031319,0.025194358080625534,0.5958049446344376,0.9312624111771584,1.0,0.035742988907977155
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0016.png,16,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0016.png,0.6053562955771398,0.272235631942749,0.21901960670948029,0.013670315966010094,0.005551657639443874,0.3507363498210908,0.9125816946228346,0.8838588195558328,0.03597451570002656
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.8000689573536971,0.5396853685379028,0.3299698531627655,0.015260775573551655,0.05055173859000206,0.8134832233190536,1.0,1.0,0.04015993571987277
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.6530644088957033,0.27247026562690735,0.1181761622428894,0.45654022693634033,0.008918961510062218,0.3514695800840856,0.4924006760120392,0.9996133282674634,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.7901423561428936,0.38881272077560425,0.18913355469703674,0.5581117868423462,0.0032739692833274603,0.7150397524237633,0.7880564779043198,0.7568539481778749,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.9169885468326117,0.3919905424118042,0.3154178261756897,0.3787267804145813,0.025505347177386284,0.7249704450368881,1.0,1.0,0.9966494221436349
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.8500145824528054,0.4204067289829254,0.164823979139328,0.37962836027145386,0.010730253532528877,0.8137710280716419,0.6867665797472,1.0,0.9990220007143522
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.8821932227595857,0.3858415484428406,0.28026506304740906,0.30518248677253723,0.020398907363414764,0.7057548388838768,1.0,1.0,0.8031118072961506
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.765615213662386,0.2896384596824646,0.1952633261680603,0.4197927713394165,0.01130150817334652,0.405120186507702,0.813597192366918,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.8775255475572729,0.40311914682388306,0.20109966397285461,0.424687922000885,0.008678479120135307,0.7597473338246346,0.837915266553561,0.992907069775257,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.1060203865223869,0.08488570153713226,0.06521442532539368,0.43964800238609314,0.00011834290489787236,0.0,0.2717267721891403,0.13413173859690072,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.7286023513266915,0.6903868913650513,0.21062985062599182,0.28513363003730774,0.029533270746469498,0.3425409644842148,0.8776243776082993,1.0,0.7503516579929151
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.8902436938725019,0.4110713601112366,0.21024318039417267,0.35988613963127136,0.03376898914575577,0.7845980003476143,0.8760132516423862,1.0,0.9470687885033456
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.7448399855155,0.35615774989128113,0.17505337297916412,0.276083767414093,0.006782068405300379,0.6129929684102535,0.7293890540798506,0.9325797770516233,0.7265362300370869
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.6767499036770002,0.2654770612716675,0.17257435619831085,0.4880240261554718,0.00479924026876688,0.329615816473961,0.7190598174929619,0.8485888539476931,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.9328115202486514,0.40833228826522827,0.24062082171440125,0.5199904441833496,0.01580057665705681,0.7760384008288383,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.9405414138773553,0.4455060660839081,0.24673490226268768,0.31129467487335205,0.014735187403857708,0.8922064565122128,1.0,1.0,0.8191965128246107
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0017.png,17,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0017.png,0.7440665274884055,0.4705606698989868,0.1124984622001648,0.25925108790397644,0.00462822150439024,0.9705020934343338,0.46874359250068665,0.8398274638253193,0.6822397050104643
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.9087680444121361,0.4924779534339905,0.17637290060520172,0.40666013956069946,0.01816350594162941,0.9610063955187798,0.7348870858550072,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.8488528393650132,0.4742929935455322,0.27767375111579895,0.010648000054061413,0.012928320094943047,0.9821656048297882,1.0,1.0,0.028021052773845822
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.846041242287397,0.42204126715660095,0.1783185452222824,0.3279097080230713,0.008652274496853352,0.818878959864378,0.7429939384261768,0.9921653206381781,0.8629202842712402
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.9666911387914106,0.47083932161331177,0.23597531020641327,0.3301190137863159,0.030412841588258743,0.9713728800415993,0.9832304591933887,1.0,0.8687342468060945
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.8631674908101559,0.39369702339172363,0.19526122510433197,0.6157183647155762,0.01187051273882389,0.7303031980991364,0.8135884379347166,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.7551792438289052,0.45202067494392395,0.1635371297597885,0.06837073713541031,0.015932418406009674,0.9125646091997623,0.6814047073324522,1.0,0.17992299246160606
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.8884607032725685,0.452422559261322,0.20240382850170135,0.28198474645614624,0.016156919300556183,0.9138204976916313,0.8433492854237556,1.0,0.7420651222530165
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.6955662948021785,0.45507293939590454,0.07398809492588043,0.45716890692710876,0.0026384503580629826,0.9221029356122017,0.30828372885783517,0.7058011818446697,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.8950493446698313,0.4675564169883728,0.24620762467384338,0.14367851614952087,0.010817540809512138,0.961113803088665,1.0,1.0,0.37810135828821284
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.9684420607984067,0.513661801815033,0.2601226568222046,0.4532388746738434,0.030447103083133698,0.894806869328022,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.6384765812863292,0.4098794758319855,0.10772261768579483,0.6401137113571167,0.0009622080833651125,0.7808733619749546,0.4488442403574785,0.4782452023463975,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.8459881986750849,0.47413957118988037,0.1435789167881012,0.4443722367286682,0.005647978745400906,0.9816861599683762,0.5982454866170883,0.8880348187977822,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.9159632013816583,0.5285569429397583,0.30137500166893005,0.2824295163154602,0.018762830644845963,0.8482595533132553,1.0,1.0,0.743235569251211
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.8871443532407284,0.3699425458908081,0.23225857317447662,0.45730137825012207,0.010098276659846306,0.6560704559087753,0.9677440548936527,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.6971903395035225,0.31409573554992676,0.14680181443691254,0.3100327253341675,0.008484655991196632,0.48154917359352123,0.6116742268204689,0.9873679217265111,0.8158755929846513
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0018.png,18,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0018.png,0.7604554773749489,0.41306376457214355,0.2126333862543106,0.018788378685712814,0.009379632771015167,0.7908242642879486,0.8859724427262943,1.0,0.04944310180450741
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.8521001825820171,0.41819798946380615,0.20216156542301178,0.3962128162384033,0.004431429319083691,0.8068687170743942,0.8423398559292158,0.8293504427237365,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.7765876641791117,0.4545985758304596,0.19768491387367249,0.008348237723112106,0.0128417257219553,0.9206205494701862,0.8236871411403021,1.0,0.021969046639768702
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.8445852026343346,0.3910732865333557,0.18236319720745087,0.4763438105583191,0.01713361032307148,0.7221040204167366,0.7598466550310453,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.6105531284659445,0.23113161325454712,0.1169707402586937,0.529464840888977,0.008597764186561108,0.22228629142045986,0.48737808441122377,0.9906152628657575,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.7372971773147584,0.265078067779541,0.19102919101715088,0.38728511333465576,0.015489459037780762,0.3283689618110658,0.795954962571462,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.8101943848948729,0.5640788078308105,0.21445924043655396,0.17972534894943237,0.026313647627830505,0.737253725528717,0.8935801684856415,1.0,0.4729614446037694
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.8910518909584676,0.47009360790252686,0.168345108628273,0.5823169946670532,0.007576141972094774,0.9690425246953964,0.7014379526178043,0.9596309910580294,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.5742638274526449,0.23665672540664673,0.12246014177799225,0.41534799337387085,0.0038780360482633114,0.23955226689577114,0.5102505907416344,0.797291880645693,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.8460940940501658,0.469973623752594,0.23579266667366028,0.027240904048085213,0.025629345327615738,0.9686675742268562,0.9824694444735845,1.0,0.07168658960022424
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.6573484642235072,0.35573288798332214,0.17677509784698486,0.007296023890376091,0.011754566803574562,0.6116652749478817,0.7365629076957703,1.0,0.019200062869410766
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.8445696403125399,0.3968922197818756,0.21284671127796173,0.2696094810962677,0.02717634290456772,0.7402881868183613,0.8868612969915073,1.0,0.7094986344638624
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.7978115466570384,0.5200223922729492,0.22470614314079285,0.011272979900240898,0.01932649128139019,0.8749300241470337,0.9362755964199703,1.0,0.02966573657958131
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.8986510265618562,0.40813741087913513,0.22649267315864563,0.3366961181163788,0.01212324295192957,0.7754294089972973,0.9437194714943569,1.0,0.8860424160957336
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.810674570981979,0.48731565475463867,0.1195012554526329,0.4459676146507263,0.005300406366586685,0.9771385788917542,0.4979218977193038,0.8726257119946464,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.6552491658269183,0.6907745599746704,0.2888643145561218,0.007220800034701824,0.016408154740929604,0.34132950007915497,1.0,1.0,0.019002105354478483
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0019.png,19,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0019.png,0.7811032718733738,0.3114791512489319,0.19196613132953644,0.3778058886528015,0.013307714834809303,0.47337234765291225,0.7998588805397352,1.0,0.9942260227705303
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,1,0,0,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.8456902621926641,0.47216540575027466,0.24522073566913605,0.007689158897846937,0.026696914806962013,0.9755168929696083,1.0,1.0,0.020234628678544572
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,2,0,1,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.8580354317083937,0.4262220859527588,0.2029639184474945,0.3047005534172058,0.006931050680577755,0.8319440186023712,0.8456829935312271,0.9378831752987214,0.8018435616242258
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,3,0,2,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.8584190677459302,0.38848093152046204,0.21223033964633942,0.3266233503818512,0.026523113250732422,0.7140029110014439,0.8842930818597476,1.0,0.859535132583819
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,4,0,3,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.7268820377360833,0.35411930084228516,0.23172320425510406,0.013277675956487656,0.02197645604610443,0.6066228151321411,0.9655133510629337,1.0,0.03494125251707278
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,5,1,0,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.8663382722162887,0.45925769209861755,0.18883401155471802,0.25267890095710754,0.01563076861202717,0.9351802878081799,0.7868083814779918,1.0,0.6649444762029146
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.9824905775487424,0.49867671728134155,0.2486007660627365,0.3911525011062622,0.02533857524394989,0.9416352584958076,1.0,1.0,1.0
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,7,1,2,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.6942733257616821,0.6876616477966309,0.1817881017923355,0.2830265164375305,0.02869051694869995,0.35105735063552856,0.7574504241347313,1.0,0.7448066222040277
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,8,1,3,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.6995152900724683,0.3548176884651184,0.15287499129772186,0.2994121015071869,0.004450107458978891,0.608805276453495,0.6369791304071745,0.8303639223088802,0.7879265829136497
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,9,2,0,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.7313211287684622,0.5973894596099854,0.23988348245620728,0.007782702334225178,0.007397308945655823,0.6331579387187958,0.999514510234197,0.9537890989604284,0.020480795616382046
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,10,2,1,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.7233346639323587,0.4374307096004486,0.16841869056224823,0.006890693213790655,0.013099392876029015,0.8669709675014019,0.7017445440093677,1.0,0.018133403194185934
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,11,2,2,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.8201521050857457,0.38383474946022034,0.19059307873249054,0.3378530442714691,0.007428276818245649,0.6994835920631886,0.7941378280520439,0.9548105410392259,0.8890869586091292
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,12,2,3,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.6955489445673791,0.6466243267059326,0.14668011665344238,0.29996973276138306,0.0123206852003932,0.47929897904396057,0.6111671527226766,1.0,0.789394033582587
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,13,3,0,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.8775790249438662,0.5596475601196289,0.22977720201015472,0.29140201210975647,0.013579258695244789,0.7511013746261597,0.9574050083756447,1.0,0.7668474002888328
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,14,3,1,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.5929520671727672,0.2791813015937805,0.15195143222808838,0.24747346341609955,0.003523734398186207,0.37244156748056423,0.6331309676170349,0.7743736527590557,0.6512459563581567
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,15,3,2,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.792331221856569,0.5539194345474243,0.1550215184688568,0.2985629439353943,0.016959497705101967,0.769001767039299,0.6459229936202368,1.0,0.7856919577247218
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,16,3,3,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.9279440619051456,0.43676942586898804,0.2630649507045746,0.3001309037208557,0.013238211162388325,0.8649044558405876,1.0,1.0,0.7898181676864624
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.7628913777746106,0.39864563941955566,0.18986448645591736,0.27265122532844543,0.0035600236151367426,0.7457676231861115,0.7911020268996557,0.7768199962663973,0.7175032245485407
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.7611940096475577,0.3698378801345825,0.33047229051589966,0.036659859120845795,0.009453600272536278,0.6557433754205704,1.0,1.0,0.09647331347590998
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.6789876241763587,0.4127175807952881,0.14407067000865936,0.27591875195503235,0.0017627556808292866,0.7897424399852753,0.6002944583694141,0.6122450313823883,0.7261019788290325
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.3668024896701126,0.18816962838172913,0.124603770673275,0.45887213945388794,0.00012343046546448022,0.08803008869290363,0.5191823778053125,0.13855499888259107,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.6909713083653636,0.3991561233997345,0.15284113585948944,0.4302128255367279,0.0010789327789098024,0.7473628856241703,0.6368380660812061,0.5028440914150027,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.7453696670875408,0.4370042681694031,0.22190676629543304,0.03495150804519653,0.003577538998797536,0.8656383380293846,0.9246115262309711,0.777992239587426,0.0919776527505172
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.3164164923943671,0.7524522542953491,0.12219692021608353,0.0066132927313447,0.0009079689625650644,0.148586705327034,0.5091538342336814,0.46593528094985504,0.017403401924591316
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.6611469538155842,0.3651946783065796,0.1910868138074875,0.4680827260017395,0.0004319914150983095,0.6412333697080612,0.7961950575311979,0.31967370257522565,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.6577045627978575,0.4569193720817566,0.11670377105474472,0.39999139308929443,0.00046692381147295237,0.9278730377554893,0.48626571272810304,0.33385175061111927,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.8050765151565775,0.5087078809738159,0.16202805936336517,0.5184018015861511,0.002776605077087879,0.9102878719568253,0.6751169140140216,0.7178203174612937,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.6214485311374858,0.4847099781036377,0.11687489598989487,0.2653971314430237,0.0003867613268084824,0.9852813184261322,0.48697873329122865,0.30003396021065204,0.6984135037974307
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.5978538312501849,0.36028122901916504,0.16520895063877106,0.19928491115570068,0.0010631472105160356,0.6258788406848907,0.6883706276615461,0.4996555769496986,0.5244339767255282
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.7444592952004337,0.5706098079681396,0.30288010835647583,0.07901345938444138,0.003807058557868004,0.7168443500995636,1.0,0.7928658669173511,0.20793015627484573
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.7929060568101866,0.3936316668987274,0.22226789593696594,0.4606698453426361,0.0015577770536765456,0.7300989590585232,0.9261162330706915,0.5841659966856888,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.7538208311092871,0.35682809352874756,0.20990991592407227,0.5420700311660767,0.0018852085340768099,0.6150877922773361,0.8746246496836345,0.6276283940839837,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0001.png,1,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0001.png,0.4815692171557062,0.29302898049354553,0.09725406020879745,0.5837064981460571,0.00048568734200671315,0.4157155640423299,0.4052252508699894,0.3411478907280419,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.7842901587094131,0.35678768157958984,0.19774140417575836,0.25998321175575256,0.010966056026518345,0.6149615049362183,0.8239225173989932,1.0,0.6841663467256647
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.4907440327981547,0.6328915357589722,0.16684943437576294,0.037269722670316696,0.0008146517211571336,0.522213950753212,0.695205976565679,0.44322528787787097,0.09807821755346499
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.37545405831083667,0.18723610043525696,0.11006129533052444,0.5960727334022522,0.00028524798108264804,0.0851128138601781,0.45858873054385185,0.24937437995851092,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.6325249371206905,0.42501509189605713,0.09970459342002869,0.628302812576294,0.0007934708846732974,0.8281721621751785,0.4154358059167862,0.4377701867724045,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.7440589077324157,0.49713629484176636,0.19914981722831726,0.13435819745063782,0.001926447614096105,0.9464490786194801,0.8297909051179886,0.6326031281542193,0.35357420381746796
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.41519069063560454,0.2624385952949524,0.087938092648983,0.3576759696006775,0.0003284037229605019,0.32012061029672634,0.3664087193707625,0.27217603599299345,0.9412525515807302
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.8210262310424181,0.3983412981033325,0.20485129952430725,0.4503845274448395,0.003403151873499155,0.7448165565729141,0.8535470813512802,0.7660685586606393,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.8010968356912126,0.4575977027416229,0.21487721800804138,0.382781445980072,0.0007064203964546323,0.9299928210675716,0.8953217417001724,0.4140098674435574,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.6748834936183764,0.54515540599823,0.15268632769584656,0.09364062547683716,0.0044912416487932205,0.7963893562555313,0.6361930320660274,0.8325814893136819,0.24642269862325566
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.5992740329296645,0.32350432872772217,0.1739739179611206,0.40015169978141785,0.00041875772876664996,0.5109510272741318,0.7248913248380026,0.3140853091840972,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.7786330575070187,0.5310583710670471,0.22053061425685883,0.5818937420845032,0.0006699684308841825,0.8404425904154778,0.9188775594035785,0.4033480502452076,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.6203773310599053,0.4487788677215576,0.1615300327539444,0.15300306677818298,0.0005074574728496373,0.9024339616298676,0.673041803141435,0.34935461686429553,0.402639649416271
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.8597139660502846,0.4811953902244568,0.2116411030292511,0.4360826909542084,0.0015644605737179518,0.9962644055485725,0.8818379292885463,0.5851330623965957,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.7826422527086921,0.5284242033958435,0.16135649383068085,0.4578281044960022,0.002633698284626007,0.848674364387989,0.6723187242945036,0.7053773044157775,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.528052307992831,0.29147517681121826,0.16669034957885742,0.3019697070121765,0.000406812148867175,0.4108599275350572,0.6945431232452393,0.30893129680521614,0.794657123716254
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0002.png,2,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0002.png,0.8911951477944692,0.48296621441841125,0.22318270802497864,0.4076688289642334,0.0021687771659344435,0.9907305799424648,0.9299279501040777,0.6599903551220259,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.6693602051072369,0.5813428163528442,0.18909676373004913,0.1714693009853363,0.0020001232624053955,0.6833036988973618,0.787903182208538,0.6412515615460737,0.45123500259299026
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.7268840588970904,0.587814211845398,0.24263732135295868,0.2517995834350586,0.0011371364817023277,0.6630805879831314,1.0,0.5142612403743011,0.6626304827238384
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.8637723605071763,0.48292356729507446,0.2961854338645935,0.07765182852745056,0.007090715691447258,0.9908638522028923,1.0,0.9434446690787333,0.20434691717750147
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.43503496895626226,0.25032204389572144,0.1109653189778328,0.6130366325378418,0.000280270614894107,0.2822563871741296,0.46235549574097,0.24660561632692937,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.7546294376160023,0.49435877799987793,0.19711707532405853,0.3324585258960724,0.0005419884109869599,0.9551288187503815,0.8213211471835773,0.36184327677051326,0.8748908576212431
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.5357790140129729,0.26767510175704956,0.15501296520233154,0.37654876708984375,0.0005646682111546397,0.33648469299078,0.6458873550097148,0.3697189135725972,0.9909178081311677
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.8380298500220915,0.5373179316520691,0.23175550997257233,0.25657814741134644,0.003974109888076782,0.8208814635872841,0.9656479582190514,0.8031607032712692,0.6752056510824906
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.6574755640956861,0.5453730821609497,0.1507633477449417,0.10026170313358307,0.00335856806486845,0.7957091182470322,0.6281806156039238,0.7629266234454134,0.2638465871936396
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.6226501882459492,0.48558998107910156,0.15544915199279785,0.030146734789013863,0.0010011194972321391,0.9825313091278076,0.6477047999699911,0.48671731450483724,0.07933351260266806
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.712641067811896,0.6001120209693909,0.29811814427375793,0.021973062306642532,0.005163596943020821,0.6246499344706535,1.0,0.8662900409775747,0.05782384817537509
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.7871948550681898,0.5719524621963501,0.2298862785100937,0.25806668400764465,0.0030074352398514748,0.712648555636406,0.957859493792057,0.7366960493675858,0.6791228526516965
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.641793152703201,0.3506262004375458,0.14696261286735535,0.30296817421913147,0.0019819033332169056,0.5957068763673306,0.6123442202806473,0.6391404934366022,0.7972846689977143
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.7330849346428717,0.4735666513442993,0.1410803645849228,0.5469887256622314,0.0008459041127935052,0.9798957854509354,0.5878348524371784,0.45106297310575066,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.7550583002372345,0.4771563410758972,0.18608535826206207,0.13383366167545319,0.00245774257928133,0.9911135658621788,0.7753556594252586,0.6891538226954028,0.3521938465143505
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.8596169245685386,0.5084947347640991,0.2006111443042755,0.33566582202911377,0.004127745982259512,0.9109539538621902,0.8358797679344814,0.8122685657563895,0.883331110602931
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0003.png,3,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0003.png,0.7448875964259782,0.44367218017578125,0.1698082685470581,0.38628077507019043,0.0009114266140386462,0.8864755630493164,0.7075344522794088,0.46673836730944257,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.5491046296075472,0.26951032876968384,0.15532337129116058,0.2970895767211914,0.0012788069434463978,0.3422197774052621,0.6471807137131691,0.540049123738822,0.7818146755820826
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.6771935376525813,0.4508514702320099,0.16540850698947906,0.18462368845939636,0.0010625174036249518,0.9089108444750309,0.6892021124561628,0.49952751525174105,0.4858518117352536
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.5863239928853504,0.530262291431427,0.16597238183021545,0.06857383996248245,0.0006445770268328488,0.8429303392767906,0.6915515909592311,0.3956431711068873,0.18045747358548014
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.6644517674317987,0.5887230038642883,0.14212986826896667,0.365724116563797,0.0015117988223209977,0.660240612924099,0.5922077844540279,0.5774098614569212,0.9624318856942026
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.577825087048279,0.3304774761199951,0.13406091928482056,0.5189406275749207,0.0006644886452704668,0.5327421128749847,0.5585871636867523,0.4017052163190312,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.5340191994946679,0.5783567428588867,0.15847237408161163,0.038343675434589386,0.0008497473900206387,0.692635178565979,0.6603015586733818,0.45201006786840314,0.10090440903839312
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.734094921701522,0.5298677682876587,0.17953215539455414,0.2108716368675232,0.0024959566071629524,0.8441632241010666,0.748050647477309,0.6927678248054223,0.5549253601776926
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.7664406340031571,0.37575316429138184,0.2246083915233612,0.3282003700733185,0.0017875334015116096,0.6742286384105682,0.9358682980140051,0.6154351016610587,0.8636851844034696
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.7961962926053767,0.5303654670715332,0.20402401685714722,0.29360610246658325,0.002466082340106368,0.8426079154014587,0.8501000702381134,0.6899470048120466,0.772647638069956
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.8352073635832489,0.44569772481918335,0.2513512670993805,0.32576867938041687,0.0013684495352208614,0.892805390059948,1.0,0.5550913872393476,0.857285998369518
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.5400806479551098,0.2550522983074188,0.16469964385032654,0.2961341142654419,0.0011295280419290066,0.29703843221068393,0.6862485160430273,0.512798073496867,0.7793003006985313
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.5783194705666215,0.5446428060531616,0.16710570454597473,0.009729161858558655,0.001088706310838461,0.7979912310838699,0.6962737689415615,0.5047980477224547,0.025603057522522777
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.7412741169977423,0.46240657567977905,0.20525386929512024,0.18740150332450867,0.0011095014633610845,0.9450205489993095,0.8552244553963344,0.5089053522038146,0.4931618508539702
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.515069844719576,0.2516993284225464,0.14234349131584167,0.6540426015853882,0.0006744695128872991,0.28656040132045757,0.5930978804826736,0.4046894407145464,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.7832001334272339,0.446008563041687,0.15524061024188995,0.39141198992729187,0.0024048658087849617,0.8937767595052719,0.6468358760078748,0.6840653710931596,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0004.png,4,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0004.png,0.6134309337101822,0.5973632335662842,0.23161309957504272,0.014294463209807873,0.001131614437326789,0.6332398951053619,0.9650545815626781,0.5132001577709633,0.037617008446862825
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.644904072994684,0.2747288644313812,0.23279830813407898,0.09033690392971039,0.0046846866607666016,0.35852770134806644,0.9699929505586624,0.8427542929595396,0.23772869455186943
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.5855007666264935,0.264739453792572,0.15723487734794617,0.33775514364242554,0.001902763033285737,0.3273107931017877,0.6551453222831091,0.6297581328192157,0.8888293253748041
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.7529947394891399,0.32671022415161133,0.22624780237674713,0.24029314517974854,0.005378385540097952,0.5209694504737854,0.9426991765697798,0.8761663762730992,0.6323503820519698
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.5716404923462326,0.5789431929588318,0.16808243095874786,0.019546212628483772,0.0015727293211966753,0.6908025220036507,0.7003434623281162,0.5863243471944676,0.05143740165390466
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.7570057447702384,0.4401888847351074,0.13464120030403137,0.2912818491458893,0.004712626338005066,0.8755902647972107,0.5610050012667974,0.8441899506264245,0.7665311819628665
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.7553748180949609,0.5430905818939209,0.14055100083351135,0.39219382405281067,0.0032531137112528086,0.8028419315814972,0.5856291701396307,0.7553339503144901,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.8412784121143784,0.4979163408279419,0.20769041776657104,0.41737836599349976,0.001625870238058269,0.9440114349126816,0.865376740694046,0.5938478377294403,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.7359442257742106,0.3912610113620758,0.2000763863325119,0.30441156029701233,0.0016378737054765224,0.7226906605064869,0.8336516097187996,0.5955163467785843,0.8010830534131903
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.7167930857325282,0.3137442469596863,0.2280748337507248,0.42076218128204346,0.00133905082475394,0.48045077174901973,0.9503118072946867,0.550257248077665,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.5511520051437163,0.5719832181930542,0.14227381348609924,0.0146960923448205,0.001783914165571332,0.7125524431467056,0.5928075561920803,0.6149716650343952,0.03867392722321184
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.780349072794403,0.46945565938949585,0.16047142446041107,0.320072740316391,0.0021062190644443035,0.9670489355921745,0.6686309352517128,0.6532024351390671,0.8422966850431342
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.7313276683393423,0.5984414219856262,0.22421672940254211,0.21991801261901855,0.002586671616882086,0.6298705562949181,0.9342363725105922,0.7011433914975697,0.578731612155312
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.8137034995707862,0.38323140144348145,0.21401239931583405,0.3945028781890869,0.0031493939459323883,0.6975981295108795,0.8917183304826419,0.7476342462909196,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.7622411817917836,0.4944821000099182,0.18153981864452362,0.5074140429496765,0.0006443510064855218,0.9547434374690056,0.7564159110188484,0.3955735089817095,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.4738959535164575,0.23492412269115448,0.08718881756067276,0.47410720586776733,0.0015203093644231558,0.23413788340985786,0.3632867398361365,0.5786742661706369,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0005.png,5,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0005.png,0.7739360061952082,0.49200910329818726,0.14076735079288483,0.4266963601112366,0.001963086659088731,0.9624715521931648,0.5865306283036869,0.6369414081846105,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.6886887093937326,0.618424654006958,0.16508378088474274,0.37317416071891785,0.002161461627110839,0.5674229562282562,0.6878490870197614,0.6592060266474391,0.9820372650497838
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.6215088972502838,0.3120153248310089,0.17621754109859467,0.1688176989555359,0.003435678780078888,0.47504789009690296,0.7342397545774778,0.768336153883137,0.4442571025145681
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.5863781539448947,0.3427355885505676,0.14734266698360443,0.15361320972442627,0.0023734630085527897,0.5710487142205238,0.6139277790983518,0.6809936505478337,0.4042452887484902
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.8813695711258026,0.5256774425506592,0.2570291757583618,0.23378221690654755,0.006646084599196911,0.8572579920291901,1.0,0.9276388778999494,0.6152163602803883
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.6397514414174822,0.3012111485004425,0.23707817494869232,0.02548210322856903,0.003985346294939518,0.44128483906388294,0.9878257289528847,0.8038381842152248,0.06705816639097113
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.5426015126872726,0.4136943817138672,0.09375893324613571,0.17664359509944916,0.0009314829367212951,0.792794942855835,0.3906622218588988,0.47134651346070094,0.464851566051182
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.5638626486351662,0.5996423363685608,0.15750648081302643,0.016911007463932037,0.0024653279688209295,0.6261176988482475,0.6562770033876102,0.6898753611251114,0.04450265122087378
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.5679844338807323,0.2921523153781891,0.1789000779390335,0.7935611009597778,0.00034796964609995484,0.412975985556841,0.7454169914126396,0.2818661631595525,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.8938122158966854,0.507004976272583,0.2635866701602936,0.3133477568626404,0.0036343636456876993,0.9156094491481781,1.0,0.7817579085100215,0.8245993601648431
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.3085464418033443,0.16295188665390015,0.10362079739570618,0.22306188941001892,0.0005168374627828598,0.009224645793438069,0.43175332248210907,0.35280922200374326,0.5870049721316287
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.6872706688027737,0.3059653043746948,0.17968067526817322,0.7144078612327576,0.0026106303557753563,0.45614157617092144,0.7486694802840551,0.7033094074651228,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.5738284744150083,0.5599633455276489,0.10249464213848114,0.32234734296798706,0.0005765077657997608,0.7501145452260971,0.4270610089103381,0.3737337437994891,0.8482824814947028
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.7090984465637497,0.5006695985794067,0.14522510766983032,0.2923628091812134,0.0012006573379039764,0.9354075044393539,0.6051046152909597,0.526153754397759,0.769375813634772
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.8038935426327425,0.5164090394973755,0.29033198952674866,0.053713321685791016,0.0051851216703653336,0.8862217515707016,1.0,0.8672975607211948,0.1413508465415553
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.7181829007275435,0.38627299666404724,0.26293039321899414,0.055565256625413895,0.003004607744514942,0.7071031145751476,1.0,0.7364732496956589,0.14622435954056287
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0006.png,6,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0006.png,0.6351663887406743,0.5496786236763,0.21318873763084412,0.04602416977286339,0.0008969003683887422,0.7822543010115623,0.8882864067951839,0.4633469638479757,0.12111623624437734
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.49145303566091636,0.6972036361694336,0.11492282897233963,0.3439701497554779,0.0008937310194596648,0.32123863697052,0.47884512071808183,0.46260087064553634,0.9051846046196786
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.5948701061700659,0.2820001244544983,0.1753661334514618,0.4176972508430481,0.00082223309436813,0.38125038892030727,0.7306922227144241,0.44514929071858583,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.779811782295266,0.5394842028617859,0.22282609343528748,0.1679912507534027,0.003358659101650119,0.8141118660569191,0.9284420559803646,0.7629330794414776,0.44208223882474396
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.8356298410764676,0.4959571659564972,0.1870853751897812,0.46435844898223877,0.0022345317993313074,0.9501338563859463,0.7795223966240883,0.6669318606938288,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.6866426246021369,0.4887099862098694,0.15112730860710144,0.03334802761673927,0.0034734182991087437,0.9727812930941582,0.629697119196256,0.7709416232125675,0.08775796741247177
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.7501512832969368,0.6107369065284729,0.265173077583313,0.31289374828338623,0.0016473501455038786,0.5914471670985222,1.0,0.5968257722220689,0.8234046007457533
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.6926693028853235,0.4306119680404663,0.14235356450080872,0.4665117859840393,0.0008181483717635274,0.8456624001264572,0.5931398520867031,0.4441145088855018,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.780331358591498,0.49369826912879944,0.19463300704956055,0.3320404291152954,0.0009487842326052487,0.9571929089725018,0.8109708627065023,0.4752545465901945,0.8737906029349879
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.7412980596204741,0.5599890947341919,0.23228563368320465,0.1631484031677246,0.0020427361596375704,0.7500340789556503,0.9678568070133527,0.6461204334753172,0.4293379030729595
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.5848569237447105,0.5629514455795288,0.14128856360912323,0.1776966154575348,0.0008974630618467927,0.7407767325639725,0.5887023483713468,0.46347919450245695,0.4676226722566705
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.6769448149378027,0.42911311984062195,0.1025148332118988,0.37989217042922974,0.0015718723880127072,0.8409784995019436,0.4271451383829117,0.5862011515063902,0.9997162379716572
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.5928555971898726,0.2886362075805664,0.12610505521297455,0.5038477182388306,0.002155001275241375,0.40198814868927013,0.5254377300540607,0.6585113342674933,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.705932004298399,0.3796853721141815,0.13530710339546204,0.27446818351745605,0.005693902261555195,0.6865167878568172,0.5637795974810919,0.8900015387079113,0.7222846934669896
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.6454435321261678,0.5916168093681335,0.2060631811618805,0.25747019052505493,0.0005466698785312474,0.6511974707245827,0.8585965881745021,0.3634893780493667,0.6775531329606709
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.7025162935303909,0.34502357244491577,0.22238174080848694,0.385220468044281,0.0006732209585607052,0.5781986638903618,0.926590586702029,0.40431807341069476,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0007.png,7,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0007.png,0.69653711076485,0.34394538402557373,0.2546344995498657,0.045665543526411057,0.004338566213846207,0.5748293250799179,1.0,0.8242497631849549,0.12017248296423962
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.8105690646442799,0.4463285803794861,0.3430221974849701,0.2921926975250244,0.0011007608845829964,0.894776813685894,1.0,0.5071871913250612,0.7689281513816432
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.5326737479032394,0.32279324531555176,0.14871588349342346,0.17151790857315063,0.0010938644409179688,0.5087288916110992,0.6196495145559311,0.5058231538338626,0.45136291729776484
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.7686796767295756,0.3862152099609375,0.18215151131153107,0.44435128569602966,0.0027512123342603445,0.7069225311279297,0.7589646304647129,0.7156541130071316,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.3463194143455768,0.14977681636810303,0.08675044029951096,0.4799230396747589,0.0005133366212248802,0.0,0.361460167914629,0.3515254558847522,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.6172478515948816,0.3447533845901489,0.21430222690105438,0.02608208730816841,0.0022015373688191175,0.5773543268442154,0.89292594542106,0.6634728365430352,0.06863707186360109
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.5791884485377288,0.27958357334136963,0.16799579560756683,0.4554741382598877,0.0007579150842502713,0.3736986666917802,0.6999824816981952,0.4283364160829445,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.6587629447323052,0.4124422073364258,0.13005979359149933,0.35146406292915344,0.0009845802560448647,0.7888818979263306,0.5419158066312473,0.4831512762035695,0.9249054287609301
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.6650145149524358,0.5780848860740662,0.21857582032680511,0.2481795698404312,0.0004908926784992218,0.6934847310185432,0.9107325846950214,0.3431348022580479,0.6531041311590295
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.7461360353781388,0.47371283173561096,0.21052345633506775,0.01775806024670601,0.002892367774620652,0.9803525991737843,0.8771810680627823,0.7274646983338763,0.0467317374913316
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.8140877091931568,0.4614091217517853,0.1792517602443695,0.413550466299057,0.0019031744450330734,0.941903505474329,0.7468823343515396,0.6298078289815847,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.8313572661426499,0.5087400078773499,0.1966741532087326,0.41763734817504883,0.0020757941529154778,0.9101874753832817,0.8194756383697193,0.6498333280669988,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.8969707852348567,0.5056782960891724,0.27795565128326416,0.30253463983535767,0.004029630217701197,0.9197553247213364,1.0,0.8064904778495743,0.7961437890404149
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.5610418519256445,0.23521874845027924,0.15664102137088776,0.2628627419471741,0.0033715497702360153,0.23505858890712272,0.6526709223786991,0.7638455595061588,0.6917440577557212
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.7780147358500503,0.5677659511566162,0.15973970293998718,0.44748347997665405,0.004679420031607151,0.7257314026355743,0.66558209558328,0.8424827455375763,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.7674222094829416,0.3114550709724426,0.2783783972263336,0.36815696954727173,0.0028075119480490685,0.4732970967888833,1.0,0.7204318435525723,0.9688341303875572
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0008.png,8,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0008.png,0.8529371883565194,0.3769072890281677,0.24687594175338745,0.4722301959991455,0.0038951332680881023,0.6778352782130241,1.0,0.7983464195704487,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.5712428976257962,0.3694494962692261,0.16936977207660675,0.17636814713478088,0.0005779281491413713,0.6545296758413315,0.7057073836525282,0.37421109731879365,0.46412670298626546
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.6577941527633568,0.5941555500030518,0.2226116806268692,0.09721886366605759,0.0016176450299099088,0.6432639062404633,0.9275486692786217,0.5926980514841188,0.25583911491067785
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.854410449641763,0.5369629859924316,0.18464846909046173,0.45143336057662964,0.006131654605269432,0.8219906687736511,0.7693686212102573,0.9080106505863622,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.6084897739914267,0.31131839752197266,0.15703009068965912,0.24219462275505066,0.0025626434944570065,0.47286999225616466,0.6542920445402464,0.6989520895651965,0.6373542704080281
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.5408721315950623,0.31839150190353394,0.14789365231990814,0.4145904779434204,0.0002516356180422008,0.49497344344854366,0.6162235513329506,0.23005213264245628,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.8156097048087454,0.5646195411682129,0.2560921013355255,0.21898874640464783,0.004517565947026014,0.7355639338493347,1.0,0.8339903937663362,0.5762861747490732
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.5631951406908619,0.6449512839317322,0.15662221610546112,0.19430014491081238,0.0015391242923215032,0.48452723771333694,0.652592567106088,0.5814470944893811,0.5113161708179274
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.7548856286470811,0.4512518048286438,0.2291537970304489,0.18452197313308716,0.0010176377836614847,0.9101618900895119,0.9548074876268705,0.4902287774343175,0.4855841398239136
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.8116160473244478,0.4504586160182953,0.17013178765773773,0.42625564336776733,0.002647263929247856,0.9076831750571728,0.7088824485739073,0.7065854409404951,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.6137708078794866,0.32876715064048767,0.14678682386875153,0.3277944028377533,0.0014673632103949785,0.527397345751524,0.6116117661197981,0.5707021875285386,0.862616849573035
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.4190401273271829,0.30692440271377563,0.09289928525686264,0.32397937774658203,0.0001359904563287273,0.45913875848054897,0.3870803552369277,0.14915118693210372,0.8525773098594264
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.6768054256060771,0.3119733929634094,0.18533702194690704,0.6837745308876038,0.001750380382873118,0.47491685301065456,0.772237591445446,0.6106363690769879,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.8635888584858199,0.43105971813201904,0.2154752016067505,0.35374802350997925,0.003954203799366951,0.8470616191625595,0.8978133400281271,0.8019559721092254,0.9309158513420507
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.694967044903313,0.49476802349090576,0.19738459587097168,0.02971147745847702,0.0016809384105727077,0.9538499265909195,0.8224358161290487,0.6014124292043264,0.07818809857493952
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.6915902852276714,0.5798747539520264,0.19535939395427704,0.5465143918991089,0.0005483985878527164,0.6878913938999176,0.8139974748094877,0.3640944984593994,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0009.png,9,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0009.png,0.42422370668623893,0.3005353808403015,0.09679935872554779,0.3312526345252991,0.0001530500449007377,0.43917306512594234,0.4033306613564491,0.16285987939982444,0.8717174592771028
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.6704839497870161,0.3670973777770996,0.2225990742444992,0.08863921463489532,0.0020986509043723345,0.6471793055534363,0.9274961426854134,0.6523686065747684,0.2332610911444614
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.7110441686551522,0.4131958484649658,0.22258344292640686,0.030851446092128754,0.0029616323299705982,0.7912370264530182,0.927431012193362,0.7330622186258022,0.08118801603191778
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.7778628373692659,0.4315928518772125,0.20991018414497375,0.3180709183216095,0.0012855345848947763,0.8487276621162891,0.874625767270724,0.5412099947574748,0.8370287324252882
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.8697790173664266,0.46241772174835205,0.24504254758358002,0.21154966950416565,0.004106417298316956,0.9450553804636002,1.0,0.8110238189554411,0.5567096565899096
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.7342496433881629,0.5698586106300354,0.2511926591396332,0.2065809667110443,0.0013242514105513692,0.7191918417811394,1.0,0.5477878896610034,0.5436341229238009
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.9116364613990301,0.4356265366077423,0.24881285429000854,0.2984734773635864,0.007039450109004974,0.8613329268991947,1.0,0.9416724216903715,0.785456519377859
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.8231386988671866,0.4277927279472351,0.224237322807312,0.2878873348236084,0.0027156274300068617,0.8368522748351097,0.9343221783638,0.7125865019085679,0.7575982495358116
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.8947368091013533,0.553561806678772,0.23800767958164215,0.3868780732154846,0.005131193436682224,0.7701193541288376,0.991698664923509,0.8647656135425973,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.8414846618714866,0.4451272487640381,0.21738509833812714,0.21961691975593567,0.005094381049275398,0.891022652387619,0.9057712430755298,0.863022415420796,0.5779392625156202
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.7604586984687636,0.4707384705543518,0.13267041742801666,0.3729167580604553,0.0018588616512715816,0.9710577204823494,0.5527934059500694,0.6243975083764854,0.9813598896327772
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.702649330090087,0.3778398633003235,0.16029849648475647,0.44661325216293335,0.0016141319647431374,0.6807495728135109,0.6679104020198187,0.5922053505603527,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.6554004684663309,0.46097445487976074,0.13492952287197113,0.3510313034057617,0.00031255162321031094,0.9405451714992523,0.5622063452998798,0.26404010096042607,0.9237665879098993
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.8230012619314453,0.4891759157180786,0.21386070549488068,0.27418527007102966,0.001857157563790679,0.9713252633810043,0.8910862728953362,0.6241870935557045,0.7215401843974465
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.6772429345465579,0.32535064220428467,0.16394241154193878,0.29684972763061523,0.003930022940039635,0.5167207568883896,0.683093381424745,0.8004846759516044,0.7811834937647769
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.602573691819113,0.3625960946083069,0.20693211257457733,0.20560306310653687,0.0003676803898997605,0.633112795650959,0.8622171357274055,0.29126243419104053,0.5410606923856234
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.7360590490770321,0.5022114515304565,0.13738122582435608,0.31711965799331665,0.0019885075744241476,0.9305892139673233,0.5724217742681503,0.6399077609624287,0.8345254157718859
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.4648751330592361,0.28529566526412964,0.13811016082763672,0.2921530604362488,0.00026479666121304035,0.39154895395040523,0.5754590034484863,0.23779667740630275,0.7688238432532862
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.8049133016519397,0.4476465880870819,0.19417859613895416,0.5627347230911255,0.0014633375685662031,0.898895587772131,0.809077483912309,0.5700855205864311,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.6713688384008736,0.43556979298591614,0.1388402283191681,0.36805039644241333,0.0005855443887412548,0.8611556030809879,0.5785009513298671,0.3767552834013944,0.9685536748484561
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.5506484372543811,0.6144756078720093,0.16258235275745392,0.06982122361660004,0.0015547135844826698,0.579763725399971,0.6774264698227247,0.5837214774609212,0.18374006214894748
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.6041100160693248,0.45493897795677185,0.14019645750522614,0.013147925026714802,0.0015891734510660172,0.921684306114912,0.5841519062717756,0.5886767277921459,0.03459980270188106
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.7031050427669342,0.4581500291824341,0.14369626343250275,0.34553366899490356,0.0007651936030015349,0.9317188411951065,0.5987344309687614,0.43029676711072123,0.9092991289339567
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.5305453795474399,0.36061716079711914,0.1600128561258316,0.03550371155142784,0.0011344437953084707,0.6269286274909973,0.6667202338576317,0.5137443926480977,0.09343081987217852
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.6470495442546956,0.5235108137130737,0.11557435989379883,0.31011852622032166,0.0009877150878310204,0.8640287071466446,0.4815598328908285,0.483831098099623,0.8161013847903201
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.5573886537148018,0.2964869737625122,0.1312144547700882,0.43036088347435,0.0008897316292859614,0.42652179300785076,0.5467268948753675,0.46165618939934555,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.6713137542325004,0.3092658817768097,0.17399290204048157,0.52632075548172,0.0021276024635881186,0.4664558805525304,0.7249704251686733,0.6555434500645567,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.7565717680673133,0.4527081251144409,0.23915113508701324,0.06164640933275223,0.0019511771388351917,0.9147128909826279,0.9964630628625553,0.6355394918664773,0.16222739298092692
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.72620806898064,0.30232295393943787,0.21369117498397827,0.4805850684642792,0.0026034843176603317,0.44475923106074344,0.8903798957665762,0.7026653237297766,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.4302927062891502,0.2578611373901367,0.11351554095745087,0.26962342858314514,0.0005392988678067923,0.30581605434417736,0.4729814206560453,0.3608926521303148,0.7095353383766977
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.8544969694761424,0.5137399435043335,0.272903710603714,0.2453012764453888,0.0032786643132567406,0.8945626765489578,1.0,0.7571948611320479,0.6455296748562863
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.7296261564147445,0.5814797282218933,0.21666400134563446,0.47181329131126404,0.0007124610710889101,0.6828758493065834,0.902766672273477,0.4157335997629055,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0011.png,11,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0011.png,0.6919343159523184,0.5126971006393433,0.11076440662145615,0.36805665493011475,0.0013702674768865108,0.8978215605020523,0.46151836092273396,0.5553872713677694,0.9685701445529336
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.5078178767336159,0.24047045409679413,0.14800973236560822,0.5971057415008545,0.0006247545825317502,0.25147016905248176,0.6167072181900343,0.3894586422434443,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.8566788121880696,0.3972838521003723,0.21543057262897491,0.31016236543655396,0.007904613390564919,0.7415120378136635,0.8976273859540622,0.970017889541712,0.8162167511488262
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.7778795758783926,0.36013343930244446,0.19296599924564362,0.460585355758667,0.0038602144923061132,0.6254169978201389,0.8040249968568485,0.7961879099011858,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.7703438290057437,0.4393177628517151,0.1719665229320526,0.47794777154922485,0.0014897305518388748,0.8728680089116096,0.7165271788835526,0.5741010906687805,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.5346120931962608,0.32668235898017883,0.1604345291852951,0.24328777194023132,0.00044998788507655263,0.5208823718130589,0.6684772049387296,0.32707829340884764,0.6402309787900824
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.7873896881318827,0.36831429600715637,0.19295509159564972,0.5768885016441345,0.003981470130383968,0.6509821750223637,0.8039795483152072,0.8036046845224458,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.7535257534750005,0.3514583110809326,0.2061678171157837,0.31702980399131775,0.003383974079042673,0.5983072221279144,0.8590325713157654,0.7647218870444533,0.8342889578718888
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.5892814420612532,0.6538997888565063,0.19269070029258728,0.010017551481723785,0.004443009849637747,0.45656315982341766,0.8028779178857803,0.829979288443885,0.026361977583483645
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.4695530190393054,0.6301388144493103,0.1491997241973877,0.01777954399585724,0.0009132509003393352,0.5308162048459053,0.6216655174891155,0.4671610451512117,0.046788273673308525
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.862918082682789,0.4042009115219116,0.223291277885437,0.3862045407295227,0.004253116436302662,0.7631278485059738,0.9303803245226543,0.8194625230968022,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.6146944652047452,0.25229376554489136,0.24218730628490448,0.027086559683084488,0.005241296254098415,0.2884180173277856,1.0,0.8699079878944523,0.07128042021864339
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.7231291620990632,0.36052820086479187,0.20815779268741608,0.38499292731285095,0.0010635966900736094,0.6266506277024746,0.867324136197567,0.49974693171620294,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.7508608869554393,0.40931612253189087,0.21477314829826355,0.11391445994377136,0.004171059001237154,0.779112882912159,0.8948881179094315,0.8147774100825257,0.299774894588872
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.6976476591683968,0.4514197111129761,0.11528734862804413,0.4469712972640991,0.0011745275696739554,0.9106865972280502,0.48036395261685055,0.5213299768597062,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.6744626719700663,0.6959607601165771,0.30818822979927063,0.06821224093437195,0.011736618354916573,0.3251226246356964,1.0,1.0,0.17950589719571566
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0012.png,12,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0012.png,0.5618920928029587,0.36674097180366516,0.1596677601337433,0.3316039443016052,0.00013746441982220858,0.6460655368864536,0.6652823338905971,0.150365751066313,0.8726419586884347
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.901039089333058,0.4923376142978668,0.19744431972503662,0.40606826543807983,0.005098136607557535,0.9614449553191662,0.822684665520986,0.8632008123240492,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.6933806681511858,0.4069077670574188,0.14582058787345886,0.2976754605770111,0.002063881605863571,0.7715867720544338,0.6075857828060787,0.6485017216505318,0.7833564752026608
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.5395459549083385,0.32183897495269775,0.110214464366436,0.1911945641040802,0.0025558515917509794,0.5057467967271805,0.45922693486015004,0.6983291878800096,0.5031435897475794
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.723074104012511,0.3421921133995056,0.22335664927959442,0.28294485807418823,0.0020375922322273254,0.569350354373455,0.9306527053316435,0.6455377053394187,0.7445917317741796
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.5367896621620449,0.3666684031486511,0.14386968314647675,0.021912086755037308,0.0018093109829351306,0.6458387598395348,0.5994570131103198,0.6182056893898744,0.057663386197466596
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.6076564844905471,0.39446014165878296,0.11971428990364075,0.2656380236148834,0.0012408719630911946,0.7326879426836967,0.4988095412651698,0.5334004988842591,0.6990474305654827
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.8343826234291025,0.5092136859893799,0.19723199307918549,0.35452017188072205,0.002586779184639454,0.9087072312831879,0.8217999711632729,0.7011531583374119,0.9329478207387422
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.6710300517814379,0.48831427097320557,0.1621699333190918,0.230656698346138,0.0004833596758544445,0.9740179032087326,0.6757080554962158,0.34025426981749035,0.6069913114372053
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.6590352918713756,0.517359733581543,0.1500525325536728,0.12782591581344604,0.001856833929196,0.8832508325576782,0.6252188856403034,0.6241471122582726,0.33638398898275274
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.8748851288948316,0.41417235136032104,0.24328172206878662,0.4486241936683655,0.0031329863704741,0.7942885980010033,1.0,0.7463941979781228,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.7929012096471728,0.35832899808883667,0.2961188554763794,0.23017236590385437,0.005124319810420275,0.6197781190276146,1.0,0.864441044328415,0.6057167523785641
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.5636168949905913,0.29055821895599365,0.15234433114528656,0.36359018087387085,0.0007606055587530136,0.4079944342374803,0.634768046438694,0.4290628438764233,0.9568162654575548
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.36775282343044063,0.1998092383146286,0.12935252487659454,0.5506104230880737,5.827743007102981e-05,0.12440386973321449,0.5389688536524773,0.0749640256589325,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.8159729418601845,0.4391941428184509,0.17043495178222656,0.3373600244522095,0.004481633193790913,0.8724816963076591,0.7101456324259441,0.8320652501411362,0.8877895380321302
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.549960424729375,0.27629488706588745,0.1815863698720932,0.22253744304180145,0.001086855074390769,0.3634215220808984,0.7566098744670551,0.5044291129939537,0.5856248501100039
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.5942974888530487,0.36874687671661377,0.15621457993984222,0.24076762795448303,0.0007759156287647784,0.652333989739418,0.6508940830826759,0.4331568554659721,0.63359902093285
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.5387822689491824,0.2524991035461426,0.18542851507663727,0.3116719424724579,0.0006233080057427287,0.28905969858169567,0.772618812819322,0.3890012687379432,0.8201893222959418
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.7198230709665303,0.3443449139595032,0.16611486673355103,0.4446253180503845,0.003281830810010433,0.5760778561234474,0.6921452780564626,0.7574245228502292,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.5861243864685488,0.4104350805282593,0.17223306000232697,0.053177669644355774,0.0008837472996674478,0.7826096266508102,0.7176377500096958,0.4602359523378687,0.1399412359061994
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.7026045992435812,0.4182705879211426,0.1475747972726822,0.449776828289032,0.0010848540114238858,0.8070955872535706,0.6148949886361759,0.5040297059066293,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.8174458341929662,0.47356078028678894,0.20256386697292328,0.31072568893432617,0.0016019660979509354,0.9798774383962154,0.8440161123871803,0.5904915669881173,0.8176991814061215
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.6525167953097006,0.5464790463447571,0.15615415573120117,0.3283963203430176,0.0005369861610233784,0.7922529801726341,0.6506423155466716,0.3600723205708707,0.864200843007941
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.475906712902198,0.27857527136802673,0.16176266968250275,0.2586418390274048,0.0002717165043577552,0.37054772302508365,0.6740111236770948,0.2417743844702756,0.6806364184931705
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.7448647886768397,0.5238845348358154,0.14353224635124207,0.5292755961418152,0.001874864799901843,0.8628608286380768,0.5980510264635086,0.6263649285854561,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.42361614253163604,0.2379615753889084,0.11408873647451401,0.7327514290809631,0.000254342972766608,0.24362992309033882,0.47536973531047505,0.2316649800455675,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.8229937356749648,0.5276996493339539,0.2556387782096863,0.04487079754471779,0.009175095707178116,0.8509385958313942,1.0,1.0,0.11808104617030997
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.8186204181910673,0.5005805492401123,0.19446156919002533,0.2576698660850525,0.003496234305202961,0.935685783624649,0.8102565382917722,0.7725037294881654,0.6780785949606645
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.6206419705199367,0.6099585294723511,0.17693457007408142,0.4085603952407837,0.0003549609100446105,0.5938795953989029,0.7372273753086727,0.2852395172306562,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.7515491505031063,0.408803254365921,0.19457894563674927,0.268169105052948,0.0023318559397011995,0.7775101698935032,0.8107456068197887,0.6768647672412943,0.7057081711919684
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.4916191941412861,0.32793372869491577,0.15197166800498962,0.25718048214912415,0.00016335748659912497,0.5247929021716118,0.6332152833541235,0.17079250843564528,0.6767907424976951
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.785378946669914,0.44530364871025085,0.18246668577194214,0.37700197100639343,0.0014243132900446653,0.8915739022195339,0.7602778573830923,0.56402740514641,0.9921104500168249
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0014.png,14,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0014.png,0.7220782932132207,0.49459734559059143,0.16165126860141754,0.04513781517744064,0.005105002783238888,0.9543832950294018,0.6735469525059065,0.8635266413198172,0.11878372415115959
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.49267767844368904,0.26461225748062134,0.10888151824474335,0.530407726764679,0.0007791270036250353,0.3269133046269418,0.45367299268643063,0.43400715699870906,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.6535987390741125,0.38890165090560913,0.1634555608034134,0.562164306640625,0.00047942387755028903,0.7153176590800285,0.6810648366808891,0.3387359613833489,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.7770498358844099,0.5924196243286133,0.2051314115524292,0.29809170961380005,0.004507353529334068,0.6486886739730835,0.8547142148017883,0.8334447565649513,0.7844518674047369
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.7364499821764017,0.507427453994751,0.2007940262556076,0.24778585135936737,0.0008555855602025986,0.9142892062664032,0.8366417760650318,0.4534419319720413,0.652068029893072
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.6852039982572852,0.5161172151565552,0.2076721489429474,0.035691022872924805,0.001539762131869793,0.8871337026357651,0.8653006205956142,0.5815405585100253,0.0939237444024337
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.7639204222231437,0.3230203092098236,0.25909748673439026,0.39188843965530396,0.0020271935500204563,0.5094384662806988,1.0,0.6443555293557363,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.55172954958825,0.33216267824172974,0.13162927329540253,0.30552881956100464,0.0007302718004211783,0.5380083695054054,0.5484553053975105,0.4207478628468624,0.8040232093710649
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.8992375074204981,0.47605395317077637,0.24727554619312286,0.2988958954811096,0.003047177568078041,0.9876686036586761,1.0,0.7398068176898293,0.78656814600292
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.8105393603618943,0.5278458595275879,0.17563526332378387,0.4416234493255615,0.0030937432311475277,0.8504816889762878,0.7318135971824329,0.7434030980571122,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.5673177064627702,0.2839888632297516,0.2154962718486786,0.038999177515506744,0.0022184662520885468,0.3874651975929738,0.8979011327028275,0.6652535807874247,0.10262941451449144
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.6972677894313167,0.45136356353759766,0.11399919539690018,0.51524418592453,0.0012023432645946741,0.9105111360549927,0.4749966474870841,0.5264618174747747,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.5773141983542143,0.30510616302490234,0.13242319226264954,0.42579060792922974,0.0010796735296025872,0.45345675945281994,0.5517633010943731,0.5029927207602253,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.699472676715646,0.33534538745880127,0.3038898706436157,0.04096516594290733,0.0053672464564442635,0.547954335808754,1.0,0.8756636629295939,0.10780306827080877
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.6687533008226656,0.549109935760498,0.17978478968143463,0.2452004849910736,0.0008339454652741551,0.7840314507484436,0.749103290339311,0.44809285347313543,0.6452644341870358
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.5001676585997658,0.7235910296440125,0.18783149123191833,0.09244005382061005,0.0018966748612001538,0.2387780323624611,0.7826312134663265,0.6290215596877654,0.24326329952792117
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0015.png,15,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0015.png,0.7794252905169496,0.6585040092468262,0.2980923652648926,0.3004041910171509,0.006252675782889128,0.4421749711036682,1.0,0.9127687898742108,0.790537344781976
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.669791365061986,0.3839704096317291,0.15095727145671844,0.3666802942752838,0.0010923427762463689,0.6999075300991535,0.6289886310696602,0.5055211811475511,0.9649481428296942
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.7309898147693907,0.30789387226104736,0.2669786214828491,0.33853423595428467,0.0019451710395514965,0.4621683508157731,1.0,0.6348294971181857,0.8908795683007491
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.7416314075033364,0.5628526210784912,0.15569724142551422,0.2841411828994751,0.004829203709959984,0.741085559129715,0.6487385059396427,0.8500927789309457,0.7477399549986187
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.5527672409555219,0.30994611978530884,0.1987924575805664,0.04623492807149887,0.0015415763482451439,0.46858162432909023,0.8283019065856934,0.5818062087167174,0.12167086334604967
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.6319872787055848,0.6928229331970215,0.16405747830867767,0.3855248689651489,0.00263785058632493,0.33492833375930786,0.683572826286157,0.7057477227677812,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.683221088684577,0.3864246606826782,0.17891882359981537,0.4304468631744385,0.0006239291396923363,0.7075770646333694,0.7454950983325641,0.3891977591791877,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.8626804363835222,0.4085250496864319,0.22069710493087769,0.4125608205795288,0.004179567098617554,0.7766407802700996,0.9195712705453237,0.8152672845555807,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.768739298874748,0.3191677927970886,0.21781431138515472,0.39663171768188477,0.003746184054762125,0.49739935249090206,0.907559630771478,0.789006415584136,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.7654111514188239,0.48503461480140686,0.13741451501846313,0.24301594495773315,0.004084571730345488,0.9842668287456036,0.5725604792435964,0.8097424493128875,0.6395156446256136
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.8500383615145443,0.46861934661865234,0.21266357600688934,0.4016011357307434,0.0015259786741808057,0.9644354581832886,0.886098233362039,0.5795130162037839,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.6339279065090718,0.6159341931343079,0.120671346783638,0.3001565933227539,0.0034333812072873116,0.5752056464552879,0.5027972782651584,0.7681766532305617,0.789885771901984
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.5379116318812451,0.2847849130630493,0.1818782538175583,0.259038507938385,0.0005518654943443835,0.3899528533220292,0.7578260575731596,0.365303664021725,0.6816802840483815
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.7278664289481981,0.49318361282348633,0.13439776003360748,0.25679725408554077,0.0023985039442777634,0.9588012099266052,0.5599906668066978,0.6834461151567115,0.6757822475935283
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.7518577104260051,0.5031198263168335,0.22078515589237213,0.09038673341274261,0.002054859884083271,0.9277505427598953,0.9199381495515506,0.6474885160680603,0.2378598247703753
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.6176375731289576,0.6915732622146606,0.21648606657981873,0.14225973188877106,0.003274590242654085,0.3388335555791855,0.9020252774159114,0.7568990636236543,0.37436771549676595
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0016.png,16,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0016.png,0.6381204072071143,0.40429770946502686,0.2282719761133194,0.08345244824886322,0.0005459538660943508,0.7634303420782089,0.9511332338054975,0.3632383142171727,0.2196117059180611
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7330340193082298,0.44999629259109497,0.15897077322006226,0.290324866771698,0.001608322374522686,0.9062384143471718,0.6623782217502594,0.5913884295396364,0.764012807293942
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7493258456548904,0.3934113383293152,0.218108668923378,0.1590171456336975,0.0036135895643383265,0.72941043227911,0.908786120514075,0.7803878156355857,0.4184661727202566
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7277463575575079,0.5667400360107422,0.19566664099693298,0.2357901781797409,0.002420980017632246,0.7289373874664307,0.8152776708205541,0.6856270789492174,0.620500468894055
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.8442343241537713,0.5667943954467773,0.20920652151107788,0.4415706396102905,0.004956512711942196,0.7287675142288208,0.8716938396294912,0.8563836719851109,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7572466236647808,0.3393931984901428,0.23652216792106628,0.34284985065460205,0.0019239889224991202,0.5606037452816963,0.9855090330044429,0.6323092912611217,0.902236449091058
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.5058852530493072,0.3131287097930908,0.1750391572713852,0.01810610294342041,0.0013108111452311277,0.4785272181034089,0.729329821964105,0.545523980521338,0.047647639324790554
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7587574649410238,0.38972359895706177,0.22408561408519745,0.2010810673236847,0.002994079142808914,0.717886246740818,0.9336900586883228,0.7356418711590978,0.5291607034833807
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7203480477279417,0.6116021871566772,0.22884266078472137,0.2182397097349167,0.002425859682261944,0.5887431651353836,0.9535110866030058,0.6860980734547784,0.5743150256182018
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7693278962293529,0.39024218916893005,0.21887783706188202,0.2064918577671051,0.0038167431484907866,0.7195068411529064,0.9119909877578418,0.7934744148027691,0.5433996257029081
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.8223124454914866,0.5108766555786133,0.1812843233346939,0.5001590251922607,0.0025589726865291595,0.9035104513168335,0.7553513472278913,0.6986156237122767,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.8081663883209768,0.5444992184638977,0.299907386302948,0.11830835044384003,0.005641008727252483,0.7984399423003197,1.0,0.8877349639279861,0.31133776432589483
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.29199558537059184,0.1553468108177185,0.1307705044746399,0.21876616775989532,0.0001606192090548575,0.0,0.5448771019776663,0.16870955422512265,0.5757004414734087
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7673766576782413,0.4192410111427307,0.2286262959241867,0.301588773727417,0.0009612302528694272,0.8101281598210335,0.952609566350778,0.4780285586845545,0.7936546677037289
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.7429386403578417,0.4979734420776367,0.18141232430934906,0.3531453609466553,0.0005787754198536277,0.9438329935073853,0.7558846846222878,0.3744954093389354,0.9293298972280402
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.8019134311974198,0.5926350355148315,0.25538361072540283,0.2356218695640564,0.0049897548742592335,0.6480155140161514,1.0,0.858000577079682,0.6200575514843589
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0017.png,17,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0017.png,0.6096563057127198,0.40314289927482605,0.13152976334095,0.3560163378715515,0.0004025343805551529,0.7598215602338314,0.5480406805872917,0.3070594740683449,0.9368850996619776
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.5274350260880056,0.7606945633888245,0.2167380005121231,0.006245528347790241,0.005217238329350948,0.12282948940992355,0.9030750021338463,0.8687933539503565,0.016435600915237478
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.5611384300687533,0.5851519107818604,0.186855286359787,0.06946872174739838,0.0006421997677534819,0.6714002788066864,0.7785636931657791,0.39490949851742585,0.18281242565104835
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.5027399799980116,0.24377702176570892,0.12413065135478973,0.41888266801834106,0.0009527546353638172,0.2618031930178405,0.5172110473116239,0.4761428315966892,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.701852157413254,0.3440812826156616,0.20657773315906525,0.4211845397949219,0.000989489839412272,0.5752540081739426,0.8607405548294386,0.48421515404895854,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.7919807781812807,0.5442374348640442,0.2296043187379837,0.3509364724159241,0.0010982006788253784,0.7992580160498619,0.9566846614082655,0.5066816801712792,0.9235170326734844
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.5913033942804842,0.5401217937469482,0.18515099585056305,0.05190901458263397,0.0006044276524335146,0.8121193945407867,0.7714624827106794,0.3829537224475974,0.13660266995429993
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.5293162970361664,0.36316603422164917,0.11052382737398148,0.3260396122932434,0.0003606978280004114,0.6348938569426537,0.4605159473915895,0.2879740351121374,0.8579989797190616
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.32881135429198544,0.2679606080055237,0.10405325889587402,0.09524674713611603,0.0002681588230188936,0.3373769000172616,0.4335552453994751,0.23973724192662202,0.2506493345687264
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.48401709014159555,0.31321465969085693,0.10235138982534409,0.5903451442718506,0.00028593913884833455,0.47879581153392803,0.42646412427226704,0.24975643759894797,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.7497123503821691,0.5217852592468262,0.1822250932455063,0.2570897340774536,0.0019762986339628696,0.8694210648536682,0.7592712218562763,0.6384874984070795,0.6765519317827726
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.8603093020178384,0.4828222990036011,0.17146454751491547,0.3768714666366577,0.003912905231118202,0.9911803156137466,0.7144356146454811,0.7994378812813472,0.9917670174648887
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.6689275453660899,0.49466878175735474,0.13417480885982513,0.3098253309726715,0.0005673858104273677,0.9541600570082664,0.5590617035826048,0.3706461777458329,0.8153298183491355
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.6845976240354965,0.29342490434646606,0.21649761497974396,0.2544783353805542,0.0032315305434167385,0.41695282608270656,0.9020733957489332,0.7537511319747222,0.6696798299488268
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.5515584404814073,0.3145527243614197,0.11079806089401245,0.5300061702728271,0.0009373151697218418,0.4829772636294366,0.46165858705838525,0.47267074110024326,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.735421847009936,0.4081607460975647,0.2019743174314499,0.26274245977401733,0.0015729529550299048,0.7755023315548897,0.8415596559643745,0.5863564875839679,0.6914275257210982
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0018.png,18,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0018.png,0.5850395742895304,0.32857680320739746,0.15541428327560425,0.3503539562225342,0.0005884931888431311,0.5268025100231171,0.6475595136483511,0.3777334115588848,0.9219840953224584
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.754086217799101,0.4806838035583496,0.13950765132904053,0.6133281588554382,0.0011747470125555992,0.9978631138801575,0.5812818805376689,0.5213708778950122,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.5238737471738721,0.3813861012458801,0.15772220492362976,0.08222027868032455,0.0005007764557376504,0.6918315663933754,0.6571758538484573,0.34686459175214535,0.2163691544219067
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.7090063149066516,0.3247353136539459,0.2364426553249359,0.6989353895187378,0.0007869044784456491,0.514797855168581,0.9851777305205663,0.4360545567996295,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.5299444007019457,0.3487287163734436,0.16774962842464447,0.12115742266178131,0.0006014780374243855,0.5897772386670113,0.6989567851026853,0.3819955806076503,0.3188353227941613
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.8302624139458757,0.43707728385925293,0.20593030750751495,0.2957208454608917,0.0036906166933476925,0.8658665120601654,0.858042947947979,0.7854306530460062,0.7782127512128729
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.6638430119034886,0.42382070422172546,0.1807899922132492,0.3043328523635864,0.00034735805820673704,0.8244397006928921,0.7532916342218717,0.2815688893526804,0.8008759272725958
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.8322740903244322,0.3492036461830139,0.23632539808750153,0.4227602779865265,0.0045924559235572815,0.5912613943219185,0.9846891586979231,0.837955697673919,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.49783016370285926,0.32152074575424194,0.14801765978336334,0.17539429664611816,0.000561376684345305,0.5047523304820061,0.6167402490973473,0.3685911961907636,0.46156393854241623
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.7557016893010863,0.3780074715614319,0.21937623620033264,0.23636355996131897,0.0029883957467973232,0.6812733486294746,0.9140676508347194,0.7351919368557559,0.6220093683192605
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.631646326560458,0.41959908604621887,0.1433974951505661,0.03301307186484337,0.00366822793148458,0.811247143894434,0.5974895631273588,0.7839753548711914,0.08687650490748255
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.7663876234821072,0.6059151887893677,0.23965834081172943,0.25959116220474243,0.002918113488703966,0.606515035033226,0.9985764200488727,0.72955996540137,0.6831346373809011
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.6887109147196473,0.3580505847930908,0.18587960302829742,0.21208718419075012,0.0031526745297014713,0.6189080774784088,0.7744983459512393,0.7478814494091957,0.5581241689230266
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.5795848264405808,0.3445149064064026,0.1488630324602127,0.3806297779083252,0.0003484373155515641,0.5766090825200081,0.6202626352508863,0.28209324443725003,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.6501918496500859,0.5018806457519531,0.13531097769737244,0.2845851182937622,0.0005281693302094936,0.9316229820251465,0.5637957404057186,0.35692000806157614,0.7489082060362163
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.5229491535368559,0.31096333265304565,0.1533501297235489,0.06971646845340729,0.002067034365609288,0.4717604145407678,0.6389588738481204,0.6488548336806408,0.1834643906668613
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0019.png,19,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0019.png,0.8301971035540783,0.5700551271438599,0.2567411959171295,0.26293596625328064,0.004695931449532509,0.7185777276754379,1.0,0.8433330890269229,0.6919367532981069
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.589652327018466,0.3462028503417969,0.1663162112236023,0.29602617025375366,0.0005406136624515057,0.5818839073181152,0.6929842134316763,0.36135782066818767,0.779016237509878
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,2,0,1,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.8521574947762125,0.4242672324180603,0.24203713238239288,0.3305864930152893,0.0025268220342695713,0.8258351013064384,1.0,0.6956491843550885,0.869964455303393
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,3,0,2,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.6657745843308033,0.37476271390914917,0.14559060335159302,0.5543177127838135,0.001220663427375257,0.6711334809660912,0.6066275139649709,0.5297851434059384,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,4,0,3,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.6328670982991692,0.4675992727279663,0.12815552949905396,0.23358049988746643,0.0005607681814581156,0.9612477272748947,0.5339813729127248,0.3683821573597445,0.6146855260196485
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,5,1,0,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.543310276021975,0.20284998416900635,0.17186301946640015,0.49160513281822205,0.0013571144081652164,0.13390620052814495,0.716095914443334,0.5532385661221255,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.6861760545257476,0.4424625039100647,0.151298388838768,0.5425307154655457,0.00045469129690900445,0.8826953247189522,0.6304099534948667,0.3289778842464079,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,7,1,2,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.6114919930067569,0.5190298557281494,0.165119469165802,0.10441093146800995,0.0006650473806075752,0.8780317008495331,0.6879977881908417,0.40187321970277284,0.27476560912634196
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,8,1,3,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.7524267149206839,0.6192562580108643,0.27952858805656433,0.08354795724153519,0.009028132073581219,0.5648241937160492,1.0,1.0,0.219863045372461
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,9,2,0,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.7143901928813832,0.5092427730560303,0.19194747507572174,0.056271523237228394,0.0027862004935741425,0.9086163341999054,0.7997811461488407,0.7186340215745718,0.14808295588744314
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,10,2,1,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.7741820627846651,0.4214365482330322,0.18114128708839417,0.4445401132106781,0.0017503680428490043,0.8169892132282257,0.754755362868309,0.6106347598228185,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,11,2,2,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.6104409068238793,0.3252027630805969,0.1900467723608017,0.20989099144935608,0.0012820684351027012,0.5162586346268654,0.7918615515033405,0.540612575335024,0.5523447143404108
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,12,2,3,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.8843762984261755,0.4633253812789917,0.22993764281272888,0.2457098364830017,0.0050809611566364765,0.9478918164968491,0.9580735117197037,0.8623839001348359,0.6466048328500045
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,13,3,0,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.7913443506970944,0.4147002398967743,0.2117040902376175,0.48919057846069336,0.0013479535700753331,0.7959382496774197,0.882100375990073,0.5517310519873866,1.0
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,14,3,1,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.6740970508808081,0.40151113271713257,0.20314693450927734,0.20272400975227356,0.0008615495753474534,0.7547222897410393,0.8464455604553223,0.45489624157348235,0.5334842361901936
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,15,3,2,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.7807915132229295,0.4497499465942383,0.1673498898744583,0.28309381008148193,0.0032194943632930517,0.9054685831069946,0.697291207810243,0.7528640773465882,0.7449837107407419
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.9072376066109756,0.4530244469642639,0.20702789723873138,0.5726377367973328,0.0058115217834711075,0.9157013967633247,0.8626162384947141,0.8949692641342557,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.9116318971480539,0.47325778007507324,0.18837468326091766,0.5833568572998047,0.006709013134241104,0.9789305627346039,0.784894513587157,0.9299374970061028,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.7192884382614351,0.5028549432754517,0.14797186851501465,0.06983056664466858,0.006251979153603315,0.9285783022642136,0.6165494521458944,0.9127416583146606,0.18376464906491732
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.9414321175531336,0.44176924228668213,0.2915038764476776,0.32242608070373535,0.016569411382079124,0.8805288821458817,1.0,1.0,0.8484896860624614
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.7033952318524059,0.41508862376213074,0.16504724323749542,0.0201161690056324,0.010562589392066002,0.7971519492566586,0.6876968468228977,1.0,0.05293728685692737
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.8426398285253904,0.4743870496749878,0.1499159187078476,0.32832086086273193,0.006537627428770065,0.9824595302343369,0.6246496612826984,0.9236269250241749,0.8640022654282419
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.7806650745241511,0.39060813188552856,0.1571740061044693,0.5212979316711426,0.005286953411996365,0.7206504121422768,0.6548916921019554,0.8720097730035261,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.5968226582950592,0.40812015533447266,0.13728170096874237,0.27247071266174316,0.0004832566191907972,0.775375485420227,0.5720070873697599,0.3402146311031843,0.7170281912151136
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.7410167763584936,0.3909832239151001,0.13519898056983948,0.33453497290611267,0.005780580919235945,0.7218225747346878,0.5633290857076645,0.8936719977882371,0.8803551918581912
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.9190536325552077,0.473049521446228,0.20476196706295013,0.35123834013938904,0.006544474977999926,0.9782797545194626,0.8531748627622923,0.9238821366310577,0.9243114214194448
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.9488322170723044,0.4315989315509796,0.248799666762352,0.4641268253326416,0.008127662353217602,0.8487466610968113,1.0,0.976832874973044,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.8799134305683936,0.4651832580566406,0.1976875215768814,0.3536776900291443,0.004412890411913395,0.953697681427002,0.8236980065703392,0.8283404387360108,0.9307307632345903
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.8113368996941543,0.46745967864990234,0.13910476863384247,0.37097805738449097,0.004107636399567127,0.9608114957809448,0.5796032026410103,0.8110951332210748,0.9762580457486604
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.5545529907275188,0.31655794382095337,0.12142748385667801,0.015188761055469513,0.016303734853863716,0.4892435744404794,0.5059478494028251,1.0,0.03997042383018293
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.868531068767372,0.4173423647880554,0.21599550545215607,0.27177149057388306,0.011116456240415573,0.8041948899626732,0.899981272717317,1.0,0.715188133089166
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.6307223916339769,0.4268700182437897,0.13489581644535065,0.025649476796388626,0.004040693864226341,0.8339688070118427,0.5620659018556278,0.8071487420059084,0.06749862314839113
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0001.png,1,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0001.png,0.7902129892781813,0.4355955123901367,0.1367034614086151,0.35813868045806885,0.005427463911473751,0.8612359762191772,0.5695977558692297,0.8783693515675809,0.9424702117317602
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.6304812259510906,0.33236002922058105,0.18878239393234253,0.058813244104385376,0.004608551971614361,0.5386250913143158,0.7865933080514272,0.8387998075585464,0.15477169501154045
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.8425815588958561,0.4546288251876831,0.17951244115829468,0.2576083838939667,0.007623513229191303,0.9207150787115097,0.7479685048262279,0.9611558555055605,0.677916799720965
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.8772944478550168,0.4919036030769348,0.17881891131401062,0.3103680908679962,0.007893288508057594,0.9628012403845787,0.745078797141711,0.969666866070631,0.8167581338631479
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.9044754948467016,0.495199054479599,0.17497968673706055,0.4956547021865845,0.012232928536832333,0.9525029547512531,0.7290820280710857,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.9809664762009381,0.4803164303302765,0.2304077297449112,0.3651939034461975,0.00880263838917017,0.999011155217886,0.9600322072704633,0.996391917007948,0.9610365880163092
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.7071087435499203,0.4330425262451172,0.16347913444042206,0.06416179239749908,0.005596732720732689,0.8532578945159912,0.6811630601684253,0.8858217353191722,0.1688468220986818
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.8555049569674948,0.449088990688324,0.2006777971982956,0.3323103189468384,0.0040863435715436935,0.9034030959010124,0.8361574883262317,0.8098466231970156,0.8745008393337852
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.7415669932961465,0.2989102005958557,0.16907094419002533,0.5158606767654419,0.012127527967095375,0.4340943768620492,0.7044622674584389,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.8859900348173476,0.45077216625213623,0.19072438776493073,0.5155342817306519,0.005931638181209564,0.9086630195379257,0.7946849490205448,0.8999425769992261,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.7654749847596892,0.40607333183288574,0.1474865823984146,0.5101568698883057,0.003949855454266071,0.7689791619777679,0.6145274266600609,0.8016920326733621,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.5673722327183176,0.5984125137329102,0.151397243142128,0.020615320652723312,0.0028502552304416895,0.6299608945846558,0.6308218464255333,0.7239991353672698,0.054250843822956085
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.7141013479144596,0.46762901544570923,0.1497366726398468,0.06541077792644501,0.0048440187238156796,0.9613406732678413,0.6239028026660284,0.8508330448638606,0.17213362612222372
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.7457764393807502,0.37381619215011597,0.1717122197151184,0.32549604773521423,0.004068453796207905,0.6681756004691124,0.7154675821463268,0.8087928103815037,0.8565685466716164
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.7084868128476377,0.5493718385696411,0.17679990828037262,0.014074400067329407,0.008502026088535786,0.7832130044698715,0.7366662845015526,0.9878693676764269,0.037037894914024753
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.8427606736554911,0.4617164433002472,0.18360716104507446,0.20366114377975464,0.009909335523843765,0.9428638853132725,0.7650298376878103,1.0,0.5359503783677754
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0002.png,2,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0002.png,0.9178483268540156,0.536697268486023,0.22056271135807037,0.36808985471725464,0.014156797900795937,0.8228210359811783,0.9190112973252933,1.0,0.968657512413828
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.9536914945433015,0.498268723487854,0.30504122376441956,0.3060733377933502,0.009919430129230022,0.9429102391004562,1.0,1.0,0.8054561520877638
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.7266573437739036,0.5359104871749878,0.10346105694770813,0.36362937092781067,0.004349157214164734,0.8252797275781631,0.43108773728211724,0.8248367789562083,0.9569193971784491
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.7061203039577924,0.5266486406326294,0.10883384943008423,0.32638436555862427,0.0030483838636428118,0.8542229980230331,0.45347437262535095,0.7399006359605439,0.8589062251542744
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.7895840741209501,0.5018264055252075,0.20512638986110687,0.03487221151590347,0.007571837864816189,0.9317924827337265,0.8546932910879453,0.9594919812937365,0.09176897767343019
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.9323930676415157,0.49939748644828796,0.20283041894435883,0.4333275854587555,0.008512135595083237,0.9393828548491001,0.8451267456014951,0.9881607500253486,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.8487480713247222,0.4462805986404419,0.18289321660995483,0.3283664882183075,0.005658821202814579,0.8946268707513809,0.7620550692081451,0.8885005548974988,0.8641223374165986
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.7565190136365337,0.5335605144500732,0.13098092377185822,0.3108885884284973,0.005489956587553024,0.8326233923435211,0.5457538490494093,0.8811466463033072,0.8181278642855192
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.8773888449712125,0.4858204126358032,0.18043741583824158,0.3711032271385193,0.004694167524576187,0.9818112105131149,0.7518225659926733,0.8432423841749788,0.9765874398382086
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.911135788358636,0.46730929613113403,0.20176656544208527,0.3590331971645355,0.006346751004457474,0.9603415504097939,0.8406940226753553,0.9164059438936246,0.9448242030645672
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.8144658939226678,0.5640316009521484,0.17852573096752167,0.30422383546829224,0.009316966868937016,0.7374012470245361,0.7438572123646736,1.0,0.8005890407060322
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.7078882067920497,0.35600370168685913,0.12722991406917572,0.35334473848342896,0.0059937662445008755,0.6125115677714348,0.5301246419548988,0.9024766305227635,0.929854574956392
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.8690387486617965,0.47725147008895874,0.1504698097705841,0.6051380634307861,0.006824813317507505,0.9914108440279961,0.6269575407107671,0.9341129329606703,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.7498135830352671,0.5311260223388672,0.14735093712806702,0.2371155023574829,0.005460228770971298,0.84023118019104,0.6139622380336126,0.8798293318123019,0.6239881640986392
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.8355375508359855,0.409909188747406,0.19638465344905853,0.4088955521583557,0.004317310638725758,0.7809662148356438,0.8182693893710773,0.8230674782958767,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.6865378049167581,0.5553699135780334,0.14904765784740448,0.24349263310432434,0.002564128255471587,0.7644690200686455,0.6210319076975187,0.6990880540776496,0.640770087116643
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0003.png,3,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0003.png,0.7776005223325867,0.3858782649040222,0.15233322978019714,0.36954575777053833,0.00639363843947649,0.7058695778250694,0.6347217907508215,0.9181991452963226,0.9724888362382588
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.751717228955762,0.4057711362838745,0.15115566551685333,0.2785658836364746,0.005684683099389076,0.7680348008871078,0.6298152729868889,0.8896079582745552,0.733068114832828
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.8777861785151743,0.4648604989051819,0.16930532455444336,0.40875375270843506,0.006477939430624247,0.9526890590786934,0.7054388523101807,0.921391220394048,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.8876508531209669,0.5201554894447327,0.20319196581840515,0.30731022357940674,0.011419958434998989,0.8745140954852104,0.8466331909100215,1.0,0.8087111146826493
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.7079242838738254,0.46224045753479004,0.14711743593215942,0.3013780117034912,0.0010017311433330178,0.9445014297962189,0.6129893163839977,0.48684822159984514,0.7931000307986611
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.7192835657353446,0.3992374539375305,0.16077767312526703,0.3582368791103363,0.0017490917816758156,0.7476170435547829,0.6699069713552793,0.6104682675066675,0.9427286292377272
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.8414871148192152,0.46537327766418457,0.15654537081718445,0.39580249786376953,0.004594666883349419,0.9542914927005768,0.6522723784049352,0.8380718139502463,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.7882313431032064,0.3851439952850342,0.1550694853067398,0.4065999686717987,0.006801780313253403,0.7035749852657318,0.6461228554447492,0.9332879635602486,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.7816518509291351,0.47819840908050537,0.19116143882274628,0.12679964303970337,0.003567876061424613,0.9943700283765793,0.7965059950947762,0.7773462128566458,0.3336832711571141
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.8471137948138149,0.4735890030860901,0.2496320754289627,0.007914397865533829,0.013905524276196957,0.9799656346440315,1.0,1.0,0.02082736280403639
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.9088907594743527,0.5216933488845825,0.20587143301963806,0.35628542304039,0.010535245761275291,0.8697082847356796,0.8577976375818253,1.0,0.9375932185273421
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.9232369151554609,0.4883054494857788,0.18905481696128845,0.366585373878479,0.00988788716495037,0.9740454703569412,0.7877284040053686,1.0,0.9646983523117868
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.7969719933448098,0.3662157654762268,0.19133475422859192,0.4213753938674927,0.004987785592675209,0.6444242671132088,0.797228142619133,0.8579050817004292,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.5753192979551361,0.5942530632019043,0.14895622432231903,0.021611548960208893,0.0031919418834149837,0.6429591774940491,0.6206509346763294,0.7508215588578657,0.05687249726370761
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.8111403674137487,0.4501085877418518,0.25330835580825806,0.029312465339899063,0.00619141198694706,0.9065893366932869,1.0,0.9103714256126844,0.0771380666839449
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.8729110772931653,0.4482382833957672,0.18137820065021515,0.46612393856048584,0.00602794298902154,0.9007446356117725,0.7557425027092298,0.9038597431874587,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0004.png,4,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0004.png,0.5888805252214239,0.6784073710441589,0.1568884402513504,0.10217706114053726,0.00739689264446497,0.3799769654870033,0.6537018343806267,0.9537753392436912,0.2688870030014138
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.7075234999925205,0.32262033224105835,0.15193438529968262,0.5581142902374268,0.00504356250166893,0.5081885382533073,0.6330599387486776,0.8605958275677,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.7701049625045512,0.5432980060577393,0.14001405239105225,0.36417579650878906,0.00468368548899889,0.8021937310695648,0.5833918849627178,0.8427026952392723,0.9583573592336554
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.8785445677214547,0.4341217279434204,0.19101892411708832,0.3363805413246155,0.011151997372508049,0.8566303998231888,0.7959121838212013,1.0,0.8852119508542512
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.6503917992804622,0.3763148784637451,0.11481962352991104,0.3270104229450226,0.002573625883087516,0.6759839951992035,0.478415098041296,0.6999560384779507,0.8605537445921647
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.8383769623150951,0.39000558853149414,0.189178004860878,0.34522801637649536,0.014195497147738934,0.7187674641609192,0.788241686920325,1.0,0.9084947799381456
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.7800974337479498,0.5595617294311523,0.18316693603992462,0.30911609530448914,0.004172032233327627,0.7513695955276489,0.7631955668330193,0.8148334949413831,0.8134634086960241
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.7971830388100948,0.46023017168045044,0.1789522022008896,0.19412867724895477,0.005064303055405617,0.9382192865014076,0.74563417583704,0.8615890363569451,0.5108649401288283
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.8397108393533159,0.48148584365844727,0.13454072177410126,0.3850395977497101,0.005734128877520561,0.9953567385673523,0.5605863407254219,0.8917116622619345,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.811642204952828,0.4740508794784546,0.15674322843551636,0.24152350425720215,0.0060266852378845215,0.9814089983701706,0.6530967851479849,0.9038089781307855,0.6355881690979004
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.888365919652738,0.49271297454833984,0.20480704307556152,0.23883134126663208,0.01040099747478962,0.960271954536438,0.8533626794815063,1.0,0.6285035296490318
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.726495551012229,0.5586234927177429,0.13965901732444763,0.34385189414024353,0.003311986569315195,0.7543015852570534,0.5819125721851985,0.759601171738882,0.9048734056322199
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.8400304105193177,0.4717482924461365,0.1704636961221695,0.2562922239303589,0.006823756266385317,0.9742134138941765,0.7102654005090396,0.934075132271792,0.6744532208693654
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.9148354340344668,0.4920879900455475,0.180934339761734,0.42669612169265747,0.009165910072624683,0.9622250311076641,0.7538930823405584,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.8263135050336518,0.327253133058548,0.30818116664886475,0.30674052238464355,0.008707558736205101,0.5226660408079624,1.0,0.9937276305577201,0.8072119010122198
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.890989962494687,0.4554205536842346,0.2528993785381317,0.1622174233198166,0.015306985005736351,0.9231892302632332,1.0,1.0,0.4268879561047805
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0005.png,5,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0005.png,0.7909312176123338,0.5113800764083862,0.12112748622894287,0.3675304651260376,0.005823063664138317,0.901937261223793,0.504697859287262,0.8954514651107465,0.9671854345422042
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8884573838428447,0.44965916872024536,0.20923547446727753,0.26690584421157837,0.018853653222322464,0.9051849022507668,0.8718144769469898,1.0,0.7023838005567852
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.5424075909532144,0.5810010433197021,0.11326755583286285,0.01616492122411728,0.003269416745752096,0.6843717396259308,0.47194814930359524,0.7565229372698733,0.042539266379255994
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.9199470886522805,0.4832928776741028,0.1857834905385971,0.4970867931842804,0.0076880743727087975,0.9897097572684288,0.7740978772441547,0.9632191931940217,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.79763440980382,0.49713900685310364,0.1525484025478363,0.28422439098358154,0.00469512352719903,0.9464406035840511,0.6356183439493179,0.8432915479906348,0.747958923641004
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8936389699578285,0.5909118056297302,0.23809503018856049,0.38532236218452454,0.015070254914462566,0.653400607407093,0.9920626257856687,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8748202401360399,0.48604580760002136,0.1775204986333847,0.27508848905563354,0.00958376843482256,0.9811068512499332,0.7396687443057697,1.0,0.7239170764621935
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8148307377442228,0.48512446880340576,0.1678411066532135,0.4708274006843567,0.001983568537980318,0.983986034989357,0.6993379443883896,0.6393341757235952,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.797819862632375,0.5439020395278931,0.17033889889717102,0.2401711493730545,0.011211000382900238,0.8003061264753342,0.709745412071546,1.0,0.6320293404554066
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8381420406071763,0.38817107677459717,0.19225603342056274,0.33924275636672974,0.009868860244750977,0.7130346149206161,0.8010668059190115,1.0,0.8927440957019204
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8582291157476377,0.43478697538375854,0.16556254029273987,0.4932303726673126,0.008055641315877438,0.8587092980742455,0.6898439178864162,0.9746526038377571,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8232310895245083,0.4738370180130005,0.12807868421077728,0.3554766774177551,0.006293745711445808,0.9807406812906265,0.533661184211572,0.9143631551515713,0.9354649405730397
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8282308311292355,0.48941248655319214,0.15173371136188507,0.4112844169139862,0.003754726145416498,0.9705859795212746,0.6322237973411878,0.7895515922819869,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8399940205578029,0.5373072028160095,0.18343955278396606,0.3080950975418091,0.007943334989249706,0.8209149911999702,0.764331469933192,0.9712143853843498,0.8107765724784449
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.6663175725832784,0.37575361132621765,0.13051962852478027,0.5184023380279541,0.001697147381491959,0.6742300353944302,0.5438317855199178,0.6035961052358961,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.6062260132684663,0.2930038571357727,0.10691956430673599,0.3616059422492981,0.00427300576120615,0.4156370535492898,0.4454981846114,0.8205850163610929,0.9515945848665739
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0006.png,6,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0006.png,0.8229765754788053,0.4177233874797821,0.15528073906898499,0.42389506101608276,0.0072549739852547646,0.8053855858743191,0.6470030794541042,0.9490399035211134,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.7181384994452124,0.31943070888519287,0.14263805747032166,0.40797895193099976,0.007634199224412441,0.49822096526622783,0.5943252394596736,0.9614985521097674,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.8478331998343883,0.5331958532333374,0.180244579911232,0.53031986951828,0.005684364587068558,0.8337629586458206,0.7510190829634666,0.8895943494064086,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.9324784831090485,0.4094802737236023,0.2649616003036499,0.38844987750053406,0.008730137720704079,0.7796258553862572,1.0,0.9943629059726856,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.6096716730115982,0.2992134690284729,0.11796226352453232,0.3512931764125824,0.003491076175123453,0.4350420907139779,0.49150943135221803,0.7721514291260382,0.9244557274015326
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.8223307981891066,0.42776134610176086,0.29406997561454773,0.05397149175405502,0.014682739041745663,0.8367542065680027,1.0,1.0,0.14203024145803952
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.9140250849488534,0.5122768878936768,0.2016274780035019,0.36036747694015503,0.011847620829939842,0.8991347253322601,0.840114491681258,1.0,0.9483354656319869
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.9180771350860596,0.48781657218933105,0.18032413721084595,0.4911941885948181,0.00930072646588087,0.9755732119083405,0.7513505717118582,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.9374442373713449,0.48250946402549744,0.21537818014621735,0.5147197842597961,0.005516034550964832,0.9921579249203205,0.8974090839425723,0.8822965388499081,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.7860941951616304,0.38020795583724976,0.17712736129760742,0.34638020396232605,0.005601859651505947,0.6881498619914055,0.7380306720733643,0.886044028249336,0.9115268525324369
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.868548129333967,0.40274500846862793,0.21631170809268951,0.31362342834472656,0.008476955816149712,0.7585781514644623,0.9012987837195396,0.9871453082549713,0.8253248114334909
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.9170337303688652,0.543903648853302,0.2270985096693039,0.362444669008255,0.012053943239152431,0.8003010973334312,0.9462437902887663,1.0,0.9538017605480394
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.765771490363299,0.4606860280036926,0.1381261646747589,0.33797234296798706,0.002700167940929532,0.9396438375115395,0.5755256861448288,0.7112419915371537,0.8894009025473344
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.8089450322475654,0.429851233959198,0.16050851345062256,0.3250102698802948,0.006134443450719118,0.8432851061224937,0.6687854727109274,0.9081213240528488,0.8552901838955126
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.7632670428910165,0.4325971007347107,0.1387975960969925,0.3940131366252899,0.003009276930242777,0.8518659397959709,0.5783233170708021,0.7368410633239384,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.6310432369302732,0.2640632390975952,0.15765050053596497,0.2662172019481659,0.006583734415471554,0.32519762217998516,0.6568770855665207,0.9253403479808132,0.7005715840741208
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0007.png,7,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0007.png,0.6948630072001871,0.33744144439697266,0.13102002441883087,0.5216690301895142,0.0050093019381165504,0.5545045137405396,0.5459167684117954,0.8589464902179466,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.8578294727559153,0.3566327393054962,0.24090887606143951,0.31283190846443176,0.010827157646417618,0.6144773103296757,1.0,1.0,0.8232418643800836
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.9062446802854538,0.41842663288116455,0.21117576956748962,0.5985947847366333,0.014399413019418716,0.8075832277536392,0.8798990398645401,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.830003917554375,0.4168418049812317,0.1585189402103424,0.43012213706970215,0.007720976136624813,0.802630640566349,0.6604955842097601,0.9642642004861689,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.7277176810031172,0.5425536632537842,0.20449933409690857,0.04221971705555916,0.004954543896019459,0.8045198023319244,0.8520805587371191,0.8562875795892602,0.11110451856726095
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.8718254566192627,0.4160996079444885,0.18538565933704376,0.40254637598991394,0.012268205173313618,0.8003112748265266,0.7724402472376823,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.7404042784705271,0.44251206517219543,0.13541799783706665,0.31520071625709534,0.0028918397147208452,0.8828502036631107,0.5642416576544445,0.7274215388424707,0.8294755690976193
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.7926763694929448,0.35941803455352783,0.18378563225269318,0.31917446851730347,0.008972741663455963,0.6231813579797745,0.7657734677195549,1.0,0.8399328118876407
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.8511700443923473,0.42353320121765137,0.16328613460063934,0.54993736743927,0.009047940373420715,0.8235412538051605,0.6803588941693306,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.9835371665656567,0.483590304851532,0.2652520537376404,0.346821129322052,0.009857337921857834,0.9887802973389626,1.0,1.0,0.9126871824264526
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.8313710134730616,0.35413259267807007,0.2063194364309311,0.535241961479187,0.007772427052259445,0.606664352118969,0.8596643184622129,0.9658896491948282,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.8246953509217139,0.422816663980484,0.19060008227825165,0.4336584806442261,0.0033205871004611254,0.8213020749390125,0.7941670094927152,0.7602185023687822,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.7477972348932284,0.43886902928352356,0.11274916678667068,0.3504166603088379,0.004413885995745659,0.8714657165110111,0.4697881949444612,0.8283947821808131,0.9221491060758892
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.7676579830016416,0.3923119306564331,0.1518050581216812,0.44908827543258667,0.004639924503862858,0.7259747833013535,0.6325210755070051,0.8404369014365359,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.7482811951208406,0.4355027973651886,0.1117275282740593,0.44914543628692627,0.003944254480302334,0.8609462417662144,0.4655313678085804,0.8013516489936086,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.9661234380884615,0.47174549102783203,0.2849469780921936,0.42810940742492676,0.005822984501719475,0.9742046594619751,1.0,0.8954481609994762,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.8949746314436198,0.3679729402065277,0.27674049139022827,0.4891512989997864,0.010152001865208149,0.6499154381453991,1.0,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.8200183843348151,0.4506993293762207,0.1702098548412323,0.38663724064826965,0.003035563975572586,0.9084354043006897,0.7092077285051346,0.7389017779722711,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.7428060335911393,0.3004440665245056,0.1944645643234253,0.32973453402519226,0.007331442553550005,0.43888770788908016,0.8102690180142721,0.9516025885039153,0.8677224579610322
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.9174913689494133,0.46987205743789673,0.1815890520811081,0.41412973403930664,0.012643668800592422,0.9683501794934273,0.7566210503379505,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.8970126920280906,0.4145393967628479,0.21817629039287567,0.6078044772148132,0.007067584432661533,0.7954356148838997,0.909067876636982,0.9426465782873044,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.8587507868744532,0.38062766194343567,0.20873036980628967,0.4191056787967682,0.0077125681564211845,0.6894614435732365,0.8697098741928737,0.9639975661784804,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.7221774383361201,0.4957490563392639,0.13767169415950775,0.28004205226898193,0.0018016818212345243,0.9507841989398003,0.573632058997949,0.6172385823418417,0.7369527691288998
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.7535079380139714,0.33035600185394287,0.20295388996601105,0.296772837638855,0.005737125873565674,0.5323625057935715,0.8456412081917127,0.8918386042648266,0.7809811516811973
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.9408562304132185,0.46214669942855835,0.23004117608070374,0.33930355310440063,0.007119272835552692,0.9442084357142448,0.9585049003362656,0.9444264661221557,0.8929040871168438
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.9571427084505558,0.4932240843772888,0.21563223004341125,0.4287053942680359,0.01311987079679966,0.9586747363209724,0.8984676251808803,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.7850668812464726,0.37262359261512756,0.15030664205551147,0.3745507001876831,0.01575438305735588,0.6644487269222736,0.6262776752312978,1.0,0.9856597373360082
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.8073081995703673,0.5828477144241333,0.17797638475894928,0.33251887559890747,0.010230002924799919,0.6786008924245834,0.7415682698289554,1.0,0.8750496726287038
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.6022668950316687,0.5781677961349487,0.128550186753273,0.07408773899078369,0.004217946901917458,0.6932256370782852,0.5356257781386375,0.8174652413546036,0.19496773418627286
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.8587818834930658,0.3847428858280182,0.19846834242343903,0.5150179266929626,0.009994670748710632,0.7023215182125568,0.8269514267643293,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.9715768993578436,0.46528637409210205,0.23166707158088684,0.4172598123550415,0.008339861407876015,0.9540199190378189,0.9652794649203619,0.9831483366815578,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.6447668988382608,0.5440042614936829,0.15740476548671722,0.06123896688222885,0.0029906013514846563,0.7999866828322411,0.6558531895279884,0.7353666429172484,0.1611551760058654
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0009.png,9,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0009.png,0.6264041364138251,0.3067668080329895,0.11905036866664886,0.41130155324935913,0.0033173896372318268,0.4586462751030923,0.49604320277770364,0.7599891721983453,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.9316919521281594,0.46314090490341187,0.2222105711698532,0.30332648754119873,0.018684761598706245,0.9473153278231621,0.9258773798743885,1.0,0.7982275987926283
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.8362612498826102,0.4938051700592041,0.22587327659130096,0.04271706938743591,0.015329504385590553,0.9568588435649872,0.941138652463754,1.0,0.1124133404932524
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.7165602362825156,0.44519293308258057,0.2061324268579483,0.016990389674901962,0.0030403914861381054,0.8912279158830643,0.858885111908118,0.7392783807150094,0.0447115517760578
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.7544185508750695,0.38513433933258057,0.18245159089565277,0.3918326199054718,0.0021797525696456432,0.7035448104143143,0.7602149620652199,0.661162476524837,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.6353039675322418,0.38145485520362854,0.1089044138789177,0.33215081691741943,0.0020047901198267937,0.6920464225113392,0.45376839116215706,0.6417894354301092,0.8740810971511037
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.7871885440680236,0.3831210136413574,0.15443271398544312,0.5156314373016357,0.006988164037466049,0.6972531676292419,0.643469641606013,0.9398868051897886,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.6827521596496043,0.2784041464328766,0.15173983573913574,0.33458614349365234,0.009204437956213951,0.37001295760273945,0.6322493155797323,1.0,0.8804898512990851
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.7846924976592785,0.4086574912071228,0.23411597311496735,0.02262553758919239,0.013685686513781548,0.7770546600222588,0.975483221312364,1.0,0.059540888392611555
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.9533158849336598,0.462105929851532,0.23926198482513428,0.30656903982162476,0.016961678862571716,0.9440810307860374,0.9969249367713928,1.0,0.8067606311095388
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.9361020717769861,0.4754411280155182,0.19230081140995026,0.3937605917453766,0.011753564700484276,0.9857535250484943,0.8012533808747928,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.8594096478365186,0.36091628670692444,0.24943320453166962,0.44628000259399414,0.005559524521231651,0.6278633959591389,1.0,0.8842025161951075,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.8705840738196122,0.5035823583602905,0.21619310975074768,0.1835429072380066,0.009106960147619247,0.9263051301240921,0.9008046239614487,1.0,0.4830076506263331
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.8898332814907813,0.49297034740448,0.17341305315494537,0.3887375295162201,0.007017411291599274,0.9594676643610001,0.7225543881456058,0.9409066629551981,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.7507977860676607,0.4421009421348572,0.16425229609012604,0.3041188418865204,0.002022879896685481,0.8815654441714287,0.6843845670421919,0.6438634857303186,0.8003127418066326
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.861679406269971,0.45241543650627136,0.17910058796405792,0.38011497259140015,0.004921246320009232,0.913798239082098,0.7462524498502414,0.8546567983610766,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0010.png,10,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0010.png,0.851069178362064,0.395182728767395,0.23430998623371124,0.3024459183216095,0.0053139738738536835,0.7349460273981094,0.9762916093071302,0.8732453625783748,0.7959103113726566
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.8150182591137793,0.4300612807273865,0.2012411504983902,0.23933394253253937,0.005098999477922916,0.8439415022730827,0.8385047937432926,0.8632417824998787,0.6298261645593142
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.567511856040738,0.2784450650215149,0.12670008838176727,0.2576598823070526,0.0036924059968441725,0.37014082819223415,0.5279170349240303,0.7855465953070356,0.6780523218606648
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.6365915862482319,0.5922831296920776,0.08095132559537888,0.3849925994873047,0.0033549717627465725,0.6491152197122574,0.3372971899807453,0.762671453361324,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.9557315949350595,0.4665307104587555,0.21468724310398102,0.3871467709541321,0.01106947846710682,0.9579084701836109,0.894530179599921,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.6630120269093387,0.5909801125526428,0.1772090196609497,0.019194001331925392,0.007339530624449253,0.6531871482729912,0.7383709152539571,0.9518721135125032,0.05051052982085629
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.759279356697286,0.41999003291130066,0.19927017390727997,0.07469053566455841,0.0072203692980110645,0.8124688528478146,0.8302923912803333,0.9478715091018534,0.19655404122252212
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.8259643635075342,0.44743263721466064,0.24041514098644257,0.0164572075009346,0.011462138034403324,0.8982269912958145,1.0,1.0,0.04330844079193316
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.9654331909590645,0.5166597962379456,0.2601720690727234,0.379497766494751,0.009406311437487602,0.8854381367564201,1.0,1.0,0.9986783328809236
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.8087891925676537,0.41896116733551025,0.19532984495162964,0.22636893391609192,0.006710141897201538,0.8092536479234695,0.8138743539651235,0.9299785355052104,0.5957077208318209
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.8723431497812272,0.6161673069000244,0.25088974833488464,0.44107890129089355,0.015555943362414837,0.5744771659374237,1.0,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.902430422800152,0.49903982877731323,0.2022586166858673,0.2975577116012573,0.012624170631170273,0.9405005350708961,0.8427442361911138,1.0,0.7830466094769929
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.8566085423686003,0.5279251337051392,0.19167496263980865,0.2835931181907654,0.009432444348931313,0.8502339571714401,0.7986456776658695,1.0,0.7462976794493825
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.9167166218161583,0.5052434802055359,0.19230590760707855,0.4406413435935974,0.010759645141661167,0.9211141243577003,0.801274615029494,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.7332594111351545,0.35893142223358154,0.15458421409130096,0.3551349639892578,0.004895415157079697,0.6216606944799423,0.6441008920470874,0.8533843238830381,0.9345656947085732
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.8619380719959736,0.5050806999206543,0.1483609825372696,0.4822181761264801,0.009327592328190804,0.9216228127479553,0.6181707605719566,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0011.png,11,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0011.png,0.763304197082394,0.6085044145584106,0.1783471703529358,0.28080257773399353,0.014795580878853798,0.5984237045049667,0.7431132098038992,1.0,0.7389541519315619
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.7158460548313181,0.397758424282074,0.1910116821527481,0.027980558574199677,0.007986839860677719,0.7429950758814812,0.7958820089697838,0.9725518881760709,0.07363304887947283
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.9387205943465232,0.4146353006362915,0.2460840493440628,0.48197445273399353,0.016116084530949593,0.795735314488411,1.0,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.7778074048745092,0.5069218873977661,0.12979258596897125,0.32808905839920044,0.004732152447104454,0.9158691018819809,0.5408024415373802,0.8451884120276448,0.8633922589452643
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.7244336965262637,0.40517404675483704,0.2190302014350891,0.019041884690523148,0.004889964126050472,0.7661688961088657,0.9126258393128713,0.8531149698770916,0.05011022286979776
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.8636746160262206,0.47610896825790405,0.14643068611621857,0.7238438129425049,0.0069098807871341705,0.9878405258059502,0.6101278588175774,0.9371364025566497,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.8681429023413282,0.47012829780578613,0.15831895172595978,0.32806396484375,0.009349946863949299,0.9691509306430817,0.6596622988581657,1.0,0.8633262232730263
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.7536923471477148,0.5303459167480469,0.11438284069299698,0.4298040270805359,0.0044739628210663795,0.8426690101623535,0.4765951695541541,0.8316523729310502,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.7794650786113853,0.48692944645881653,0.19055089354515076,0.06873984634876251,0.005521905142813921,0.9783454798161983,0.7939620564381282,0.8825546714423036,0.18089433249674344
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.8002301176699335,0.4839397370815277,0.13295488059520721,0.2905888855457306,0.0057431962341070175,0.9876883216202259,0.5539786691466968,0.8920955256345889,0.7647075935413963
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.6416018173452989,0.3573581278324127,0.0971079096198082,0.45106086134910583,0.003059644717723131,0.6167441494762897,0.4046162900825342,0.7407747419106067,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.7302155502281252,0.40242958068847656,0.20257100462913513,0.08602330088615417,0.00509538222104311,0.7575924396514893,0.8440458526213964,0.8630699856279528,0.22637710759514257
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.8919718374170396,0.4909346401691437,0.1829661875963211,0.3153865933418274,0.008791543543338776,0.965829249471426,0.7623591149846713,0.9960824807284825,0.8299647193205983
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.6881742365541984,0.5913218259811401,0.10964275151491165,0.4025637209415436,0.004297134466469288,0.6521192938089371,0.45684479797879857,0.8219400360715108,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.9243399069958896,0.4931982755661011,0.22578468918800354,0.4697073698043823,0.004226100631058216,0.9587553888559341,0.9407695382833481,0.8179297154164198,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.7163034117498465,0.45544472336769104,0.16119147837162018,0.026964709162712097,0.006150629371404648,0.9232647605240345,0.6716311598817508,0.9087626859397405,0.07095976095450551
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0012.png,12,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0012.png,0.7900618837822942,0.5382877588272095,0.15630966424942017,0.48000404238700867,0.003877816488966346,0.8178507536649704,0.6512902677059174,0.7972783094841118,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.843622784695209,0.4460427165031433,0.19060862064361572,0.4360131621360779,0.003164730966091156,0.8938834890723228,0.7942025860150655,0.7487878486759701,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.8530858941376209,0.592255175113678,0.2125052809715271,0.36149024963378906,0.011180900037288666,0.6492025777697563,0.8854386707146963,1.0,0.9512901306152344
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.7295526614400535,0.30937492847442627,0.16713692247867584,0.4565824270248413,0.006504006218165159,0.4667966514825822,0.6964038436611494,0.922370051587736,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.8402884434908628,0.34234514832496643,0.21547189354896545,0.5588728189468384,0.011818223632872105,0.5698285885155201,0.8977995564540228,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.8848915930837393,0.3572176992893219,0.2689514458179474,0.4199599027633667,0.009353730827569962,0.6163053102791309,1.0,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.9490443464956785,0.46286529302597046,0.23512785136699677,0.30703574419021606,0.01412055641412735,0.9464540407061577,0.9796993806958199,1.0,0.8079888005005685
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.7436631292051705,0.5985981225967407,0.2016238123178482,0.18397708237171173,0.006461880635470152,0.6293808668851852,0.8400992179910343,0.9207862849086214,0.48415021676766246
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.27824470352082153,0.7856162786483765,0.09011327475309372,0.013086659833788872,0.0015830990159884095,0.04494912922382355,0.3754719781378905,0.5878103381432469,0.034438578509970716
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.8600906051828257,0.5038070678710938,0.1652703583240509,0.3225787281990051,0.008715537376701832,0.925602912902832,0.6886264930168788,0.9939522996292207,0.8488913899973819
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.8061984225290415,0.5071687698364258,0.15667252242565155,0.3790510892868042,0.003112172707915306,0.9150975942611694,0.6528021767735481,0.7448122449479723,0.9975028665442216
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.7468581363673962,0.5641802549362183,0.17713198065757751,0.25274860858917236,0.004233876243233681,0.7369367033243179,0.738049919406573,0.8183718477885592,0.6651279173399273
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.7940011328063342,0.3370037078857422,0.1865503191947937,0.5364981889724731,0.008216256275773048,0.5531365871429443,0.7772929966449738,0.9794890306798354,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.8412809632718563,0.3839397430419922,0.1850699633359909,0.6466249823570251,0.009766172617673874,0.6998116970062256,0.7711248472332954,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.8293791332221887,0.3835112452507019,0.1854138821363449,0.5246545076370239,0.007351785898208618,0.6984726414084435,0.7725578422347705,0.9522799525168982,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.6318264134533996,0.3000733256340027,0.09789157658815384,0.5086930990219116,0.006247645244002342,0.4377291426062585,0.40788156911730766,0.9125727997453189,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0013.png,13,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0013.png,0.8530633766204119,0.3916539251804352,0.1887102574110031,0.4534149765968323,0.010742193087935448,0.7239185161888599,0.786292739212513,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.7805764975034436,0.49535948038101196,0.12522120773792267,0.34557345509529114,0.004057674668729305,0.9520016238093376,0.5217550322413445,0.8081557052340752,0.9094038291981346
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8115707012395226,0.3908045291900635,0.18456260859966278,0.44036346673965454,0.004988769069314003,0.7212641537189484,0.7690108691652616,0.8579527774970385,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.7546108777407563,0.3149700164794922,0.17627683281898499,0.4901430606842041,0.007462111301720142,0.4842813014984132,0.7344868034124374,0.9559217850700042,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8348472186858512,0.5052899122238159,0.1425306797027588,0.4295963644981384,0.0064827632158994675,0.9209690243005753,0.5938778320948284,0.9215726470689206,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.9116570405579624,0.4579988121986389,0.19427739083766937,0.40064263343811035,0.007517970632761717,0.9312462881207466,0.8094891284902891,0.9577456622986068,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.7831956819188084,0.4145781397819519,0.18005575239658356,0.3199993968009949,0.0034972601570189,0.7955566868185997,0.7502323016524315,0.7725737360347411,0.8421036757920918
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8497177962522485,0.528252363204956,0.17157141864299774,0.4179542660713196,0.006493085995316505,0.8492113649845123,0.7148809110124906,0.9219604538125904,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8477325943624341,0.5478042960166931,0.18221351504325867,0.377159059047699,0.006951847113668919,0.788111574947834,0.7592229793469112,0.9386146085365172,0.9925238395992079
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8293601733246289,0.5703660845756531,0.22234542667865753,0.2892942428588867,0.005642659030854702,0.7176059857010841,0.9264392778277397,0.8878059936025265,0.7613006391023335
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8754360514517048,0.47541603446006775,0.16772903501987457,0.3482781648635864,0.006721084006130695,0.9856751076877117,0.6988709792494774,0.9303760095923187,0.9165214864831221
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8031599724763319,0.3450366258621216,0.2989216148853302,0.20187661051750183,0.016666218638420105,0.5782394558191299,1.0,1.0,0.5312542382039522
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.6114059155028135,0.29910266399383545,0.12111715227365494,0.3780674338340759,0.002819701097905636,0.4346958249807359,0.504654801140229,0.7214543309280816,0.9949142995633576
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.5813320235069901,0.279643177986145,0.13355864584445953,0.3075016736984253,0.0028423594776540995,0.3738849312067033,0.5564943576852481,0.7233439888864207,0.8092149307853297
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8970121815800667,0.4527817368507385,0.17802344262599945,0.6306769847869873,0.00922947097569704,0.9149429276585579,0.7417643442749977,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.6383918591053747,0.40350714325904846,0.18181803822517395,0.02632799744606018,0.002464060438796878,0.7609598226845264,0.7575751592715582,0.6897549357909446,0.06928420380542152
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0014.png,14,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0014.png,0.8100685693414514,0.3897586762905121,0.17422953248023987,0.3983655273914337,0.0061195967718958855,0.7179958634078503,0.7259563853343328,0.9075315788751861,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.7531626727458968,0.36451369524002075,0.15716034173965454,0.3906942903995514,0.0050295512191951275,0.6391052976250648,0.6548347572485607,0.8599226251352363,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.8558606616787459,0.47998446226119995,0.15786714851856232,0.41584277153015137,0.004520841874182224,0.9999514445662498,0.6577797854940097,0.8341651706426719,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.7269447186931878,0.3516874313354492,0.2197750359773636,0.4817739427089691,0.0010169134475290775,0.5990232229232788,0.9157293165723484,0.4900758273779987,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.8546108287016478,0.5095452070236206,0.20612335205078125,0.2846146821975708,0.004811981692910194,0.9076712280511856,0.8588473002115886,0.8492294774214139,0.748986005783081
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.7799806835576515,0.443111777305603,0.13125254213809967,0.5569332838058472,0.003954778891056776,0.8847243040800095,0.546885592242082,0.8019908586440961,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.8395220767706633,0.4117112457752228,0.16283422708511353,0.4288371801376343,0.009580913931131363,0.7865976430475712,0.678475946187973,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.8496681485185789,0.49299055337905884,0.25172892212867737,0.04769085347652435,0.007971653714776039,0.9594045206904411,1.0,0.9720858216512737,0.12550224599085355
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.7035404018017976,0.412480890750885,0.11283215880393982,0.2936195135116577,0.004623625427484512,0.7890027835965157,0.47013399501641595,0.8395877146953706,0.7726829302938361
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.8972006485925356,0.5154476761817932,0.2248903065919876,0.334020733833313,0.0052406624890863895,0.8892260119318962,0.9370429441332817,0.8698786884077503,0.8790019311402973
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.7692721901848919,0.5759490728378296,0.16087286174297333,0.34940776228904724,0.005482954904437065,0.7001591473817825,0.6703035905957222,0.8808370083943823,0.9194941112869665
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.813525316996492,0.44119101762771606,0.13355450332164764,0.37842822074890137,0.0068312836810946465,0.8787219300866127,0.5564770971735319,0.9343441919860559,0.9958637388128984
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.9533576257526875,0.4510265588760376,0.22441618144512177,0.39836180210113525,0.00955219380557537,0.9094579964876175,0.9350674226880074,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.7707626793366871,0.527869462966919,0.17080965638160706,0.3755146265029907,0.0017887844005599618,0.8504079282283783,0.7117069015900295,0.6155950902441472,0.9881963855341861
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.7182628997854772,0.24694395065307617,0.2194398045539856,0.6423986554145813,0.004823611117899418,0.27169984579086315,0.9143325189749401,0.8498127614229448,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.789276619090148,0.34370309114456177,0.20826925337314606,0.48268985748291016,0.004386099521070719,0.5740721598267555,0.867788555721442,0.826873617702755,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0015.png,15,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0015.png,0.7051714816375783,0.38240617513656616,0.18909160792827606,0.02609632909297943,0.010261263698339462,0.6950192973017693,0.7878816997011503,1.0,0.06867455024468272
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.7801536326345644,0.45335298776626587,0.19793348014354706,0.01955316960811615,0.013701657764613628,0.9167280867695808,0.8247228339314461,1.0,0.0514557094950425
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.8445020968780705,0.4707901179790497,0.14413464069366455,0.3115190863609314,0.013069191947579384,0.9712191186845303,0.600561002890269,1.0,0.8197870693708721
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.6878062608426095,0.3866174817085266,0.19492429494857788,0.10360478609800339,0.0033624463248997927,0.7081796303391457,0.8121845622857412,0.7632015078553052,0.27264417394211415
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.6389193837510914,0.4596977233886719,0.12902195751667023,0.012631891295313835,0.003412984311580658,0.9365553855895996,0.5375914896527927,0.7667561931945783,0.0332418191981943
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.8216232769191266,0.3050840497016907,0.2284855842590332,0.3820759356021881,0.015298811718821526,0.45338765531778347,0.9520232677459717,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.7096776374076542,0.5780296921730042,0.19735117256641388,0.012391820549964905,0.012805609032511711,0.693657211959362,0.8222965523600578,1.0,0.03261005407885501
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.8407918077372092,0.620857834815979,0.24256296455860138,0.35614013671875,0.006684855557978153,0.5598192662000656,1.0,0.929057579847574,0.9372108861019737
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.8991474531989166,0.4658392667770386,0.24270987510681152,0.3388429880142212,0.00273983390070498,0.9557477086782455,1.0,0.7146773181487912,0.8916920737216347
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.5958681341978838,0.6486636400222778,0.14591249823570251,0.15401607751846313,0.004693643189966679,0.4729261249303818,0.6079687426487606,0.843215415404254,0.40530546715385035
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.8129371797175784,0.5317171812057495,0.2578273415565491,0.028935827314853668,0.00998673401772976,0.8383838087320328,1.0,1.0,0.07614691398645702
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.5651608628931603,0.6833639740943909,0.16268715262413025,0.0062209744937717915,0.012641256675124168,0.36448758095502853,0.677863135933876,1.0,0.016370985509925766
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.877409378066659,0.39324894547462463,0.2069907933473587,0.41296687722206116,0.013196568936109543,0.728902954608202,0.862461638947328,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.7032346452533137,0.39415043592453003,0.18804651498794556,0.032015345990657806,0.007109512109309435,0.7317201122641563,0.7835271457831066,0.9440913250555009,0.08425091050173107
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.7165740866450822,0.26834478974342346,0.18711236119270325,0.40012964606285095,0.006559509783983231,0.33857746794819843,0.7796348383029302,0.924441579078974,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.5664347354941224,0.2962338328361511,0.09687282145023346,0.4931526184082031,0.0022690289188176394,0.42573072761297237,0.40363675604263943,0.6704979615897552,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0016.png,16,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0016.png,0.7396954286610681,0.5592689514160156,0.17220357060432434,0.1704862117767334,0.006597068160772324,0.7522845268249512,0.7175148775180181,0.9258336739957619,0.4486479257282458
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.8442183920524334,0.48688799142837524,0.15965047478675842,0.5003736019134521,0.003995539154857397,0.9784750267863274,0.6652103116114935,0.8044511621323487,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.6410519987720096,0.4011753797531128,0.1851675808429718,0.020025700330734253,0.0025999138597398996,0.7536730617284775,0.7715315868457159,0.7023428899610052,0.05269921139666909
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.86377886967814,0.5184291005134583,0.19683726131916046,0.5097706913948059,0.004175588022917509,0.879909060895443,0.8201552554965019,0.8150382990422259,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.758978031212746,0.3221725821495056,0.17948639392852783,0.3638976812362671,0.007457105442881584,0.506789319217205,0.7478599747021993,0.9557576859851721,0.957625476937545
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.9038423381941882,0.409789115190506,0.23749284446239471,0.31109076738357544,0.014844270423054695,0.7805909849703312,0.9895535185933113,1.0,0.8186599141673038
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.9634627433234912,0.47291696071624756,0.23459888994693756,0.3239399790763855,0.0087862154468894,0.9778655022382736,0.9774953747789066,0.9959337433843193,0.8524736291483829
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.9587230589240789,0.47054538130760193,0.2140694111585617,0.4209824800491333,0.013771463185548782,0.970454316586256,0.8919558798273405,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.47707103936026096,0.37434113025665283,0.0729745477437973,0.24355140328407288,0.0005230667302384973,0.6698160320520401,0.3040606155991554,0.35507733296896815,0.6409247454844023
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.6473111374152174,0.27569398283958435,0.1519845426082611,0.2707657217979431,0.007837953045964241,0.3615436963737012,0.6332689275344213,0.9679445770796333,0.7125413731524819
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.8116120765595167,0.5236519575119019,0.14505447447299957,0.47546645998954773,0.005574851296842098,0.8635876327753067,0.6043936436374983,0.8848707745427008,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.8127743720471664,0.444951593875885,0.16335873305797577,0.45281827449798584,0.0033983970060944557,0.8904737308621407,0.6806613877415657,0.7657353458642178,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.6712224901360864,0.3072311580181122,0.13959455490112305,0.4694788157939911,0.004532766528427601,0.4600973688066007,0.5816439787546794,0.8348003434708092,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.8597688288354238,0.39560994505882263,0.20252938568592072,0.5092368125915527,0.007074663415551186,0.7362810783088207,0.843872440358003,0.9428910929415066,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.9041264336093214,0.4977225661277771,0.18159882724285126,0.46509695053100586,0.008066127076745033,0.9446169808506966,0.7566617801785469,0.9749712212021933,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.7938350441206685,0.3075231909751892,0.20913930237293243,0.4482620358467102,0.008114363066852093,0.4610099717974664,0.8714137598872185,0.9764316984610523,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0017.png,17,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0017.png,0.7612275901320376,0.4324954152107239,0.20078690350055695,0.1060132086277008,0.004862003494054079,0.8515481725335121,0.8366120979189873,0.8517287592045708,0.2789821279676337
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.6608368756922062,0.22072871029376984,0.1651599407196045,0.40084564685821533,0.008569758385419846,0.18977721966803085,0.6881664196650188,0.989815135569165,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.8468255383795813,0.33724701404571533,0.22844411432743073,0.3675900101661682,0.014804944396018982,0.5538969188928604,0.9518504763642948,1.0,0.9673421320162321
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.665890697917889,0.6605539321899414,0.16458719968795776,0.281404972076416,0.005316935013979673,0.4357689619064331,0.6857799986998241,0.8733803988233908,0.7405394002010948
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.8004285773722115,0.42226481437683105,0.13724349439144135,0.6330792307853699,0.006766077131032944,0.819577544927597,0.5718478932976723,0.9320037836185229,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.6232161501415286,0.6281447410583496,0.17022386193275452,0.027113670483231544,0.0074181510135531425,0.5370476841926575,0.7092660913864772,0.9544770112134189,0.0713517644295567
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.8030673289741919,0.41276875138282776,0.16799092292785645,0.28648263216018677,0.007971818558871746,0.7899023480713367,0.6999621788660686,0.9720908854242182,0.7539016635794389
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.9916329786181449,0.471075177192688,0.24396774172782898,0.457231342792511,0.012744851410388947,0.97210992872715,1.0,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.8295583172373873,0.39070284366607666,0.17669259011745453,0.5697683691978455,0.007892250083386898,0.7209463864564896,0.7362191254893939,0.9696346546144888,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.814958595368014,0.40864747762680054,0.1892300248146057,0.28821277618408203,0.006606536917388439,0.7770233675837517,0.7884584367275238,0.9261834117973434,0.7584546741686369
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.7675276328846306,0.40161049365997314,0.1523541361093521,0.46607843041419983,0.003959886729717255,0.7550327926874161,0.6348089004556339,0.8023004997668624,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.5200068490660519,0.256272554397583,0.07324738055467606,0.3423658013343811,0.004126410931348801,0.300851732492447,0.30519741897781694,0.812190833445605,0.9009626350904766
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.7481858869803213,0.5221759080886841,0.11329855769872665,0.4596588611602783,0.0036749073769897223,0.8682002872228622,0.4720773237446944,0.7844104147602172,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.8341397816919324,0.46161893010139465,0.21556951105594635,0.23363739252090454,0.003300016513094306,0.9425591565668583,0.8982062960664432,0.7587394375221289,0.6148352434760646
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.674450934023086,0.593754768371582,0.16519565880298615,0.15953929722309113,0.004757953807711601,0.6445163488388062,0.6883152450124423,0.8465016699607018,0.4198402558502398
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.8466502315333896,0.36832594871520996,0.2587817907333374,0.47484612464904785,0.0040110088884830475,0.6510185897350311,1.0,0.805378618451521,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.8780793850537953,0.5441845655441284,0.1914602518081665,0.3823481798171997,0.008778149262070656,0.7994232326745987,0.7977510492006938,0.9957084019648305,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.7743748755831468,0.5691772699356079,0.17154815793037415,0.2369765341281891,0.016300462186336517,0.7213210314512253,0.714783991376559,1.0,0.6236224582320765
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.8619959031812633,0.4507926404476166,0.16111496090888977,0.40773117542266846,0.007341461256146431,0.9087270013988018,0.6713123371203741,0.9519364065020419,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.7066250439198589,0.5716242790222168,0.18737395107746124,0.05050738900899887,0.0073877498507499695,0.7136741280555725,0.7807247961560886,0.953472957663865,0.1329141816026286
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.5056347468934457,0.22614547610282898,0.09118492156267166,0.549953281879425,0.0027854307554662228,0.20670461282134067,0.3799371731777986,0.7185688443748154,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.6227453587840699,0.4331698417663574,0.09616827219724655,0.3962051272392273,0.0006131107220426202,0.8536557555198669,0.400701134155194,0.38575316752620664,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.8396480940282345,0.3269829750061035,0.22648124396800995,0.4687620997428894,0.01470126025378704,0.5218217968940735,0.9436718498667082,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.7099210181013608,0.31649407744407654,0.16886259615421295,0.4748417139053345,0.004063806030899286,0.4890439920127393,0.703594150642554,0.8085183012190911,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.8099728170084275,0.35479500889778137,0.19246485829353333,0.38528430461883545,0.007197186350822449,0.6087344028055668,0.8019369095563889,0.9470856931993631,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.8545190396680131,0.47948700189590454,0.13741663098335266,0.4840865731239319,0.006791440770030022,0.9983968809247017,0.5725692957639694,0.9329167466456473,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.8397022318094969,0.34533509612083435,0.21276046335697174,0.5063046216964722,0.009771408513188362,0.5791721753776073,0.8865019306540489,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.790564654718459,0.5082401037216187,0.21723245084285736,0.013210451230406761,0.007622961420565844,0.9117496758699417,0.905135211845239,0.9611381464097138,0.034764345343175684
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.6134575094655182,0.31865814328193665,0.09847656637430191,0.4015432596206665,0.0034090199042111635,0.49580669775605213,0.4103190265595913,0.7664791686833007,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.6539911699843112,0.5120658278465271,0.14365725219249725,0.023638959974050522,0.003616808447986841,0.8997942879796028,0.5985718841354053,0.7806005997559976,0.06220778940539611
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.8337498741309814,0.38103026151657104,0.20580703020095825,0.35122478008270264,0.006508420221507549,0.6907195672392845,0.8575292925039928,0.9225354225961467,0.9242757370597438
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.888482208297846,0.53099524974823,0.19411543011665344,0.4020345211029053,0.008053380995988846,0.8406398445367813,0.8088142921527227,0.974583869163979,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0019.png,19,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0019.png,0.6482220436817949,0.37397441267967224,0.13799653947353363,0.28632599115371704,0.0020630434155464172,0.6686700396239758,0.5749855811397235,0.6484077595680293,0.7534894504045185
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,1,0,0,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.8964344077792606,0.4967292845249176,0.2178792655467987,0.22741487622261047,0.010392201133072376,0.9477209858596325,0.9078302731116613,1.0,0.5984602005858171
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,2,0,1,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.7477494503518469,0.3490465581417084,0.1692298799753189,0.2760850787162781,0.010202908888459206,0.5907704941928387,0.7051244998971622,1.0,0.7265396808323107
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,3,0,2,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.8461171741282683,0.45089292526245117,0.1624472588300705,0.3305509686470032,0.00757088977843523,0.9090403914451599,0.6768635784586271,0.9594613505543131,0.8698709701236925
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,4,0,3,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.8527149935240242,0.43802428245544434,0.2156882882118225,0.26951342821121216,0.005120911635458469,0.8688258826732635,0.8987012008825939,0.8642799556008389,0.7092458637137162
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,5,1,0,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.782702446741304,0.34150466322898865,0.20672714710235596,0.6069340705871582,0.004201602190732956,0.5672020725905895,0.8613631129264832,0.8165315643447286,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,6,1,1,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.6019026508833238,0.4371374249458313,0.12076646089553833,0.006374691613018513,0.003241011407226324,0.8660544529557228,0.503193587064743,0.754447652961865,0.01677550424478556
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.9943782195448875,0.4740034341812134,0.24226152896881104,0.5552682280540466,0.011902406811714172,0.9812607318162918,1.0,1.0,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,8,1,3,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.8351591751228237,0.4067757725715637,0.22853095829486847,0.24988508224487305,0.005419593304395676,0.7711742892861366,0.9522123262286186,0.8780173688553681,0.6575923216970343
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.7196681389088123,0.3361770510673523,0.1668766885995865,0.4398764967918396,0.00366286002099514,0.5505532845854759,0.6953195358316104,0.7836251711347457,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,10,2,1,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.8628471709974193,0.4437311291694641,0.21354557573795319,0.3641795516014099,0.0031100288033485413,0.8866597786545753,0.8897732322414716,0.7446487262806156,0.9583672410563419
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,11,2,2,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.5654179924064291,0.41548284888267517,0.06326419860124588,0.41734370589256287,0.0006179199554026127,0.7983839027583599,0.2636008275051912,0.38729029330945514,1.0
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,12,2,3,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.5551017851929729,0.2972780466079712,0.1138349249958992,0.20973512530326843,0.004009346477687359,0.4289938956499101,0.47431218748291337,0.8052791168494484,0.551934540271759
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,13,3,0,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.7427720903309117,0.49463269114494324,0.18332000076770782,0.007203459739685059,0.005884123034775257,0.9542728401720524,0.7638333365321159,0.8979870654791423,0.018956472999171206
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,14,3,1,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.9437301296936838,0.428253710269928,0.2368381768465042,0.37035953998565674,0.0142231285572052,0.8382928445935249,0.9868257368604343,1.0,0.9746303683833072
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,15,3,2,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.6189949802472814,0.6584123373031616,0.11095558851957321,0.36505600810050964,0.004154894035309553,0.44246144592761993,0.4623149521648884,0.8138440199615212,0.960673705527657
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,16,3,3,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.8894035668581899,0.45796364545822144,0.17688898742198944,0.5253802537918091,0.007458568550646305,0.931136392056942,0.7370374475916227,0.9558056598544821,1.0
|
||||
|
|
After Width: | Height: | Size: 204 KiB |
@@ -0,0 +1,10 @@
|
||||
run,architecture,grid,grid_index,tile_index,row,col,source_path,score,mean,std,saturation,sharpness,exposure_score,contrast_score,detail_score,color_score,rank,tile_path
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0020.png,20,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0020.png,0.9943782195448875,0.4740034341812134,0.24226152896881104,0.5552682280540466,0.011902406811714172,0.9812607318162918,1.0,1.0,1.0,1,outputs\samples\final_showcase\top_tiles\p5_ddpm\rank_01_grid_0020_tile_07.png
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0018.png,18,7,1,2,outputs\samples\final_comparison\p5_ddpm\grid_0018.png,0.9916329786181449,0.471075177192688,0.24396774172782898,0.457231342792511,0.012744851410388947,0.97210992872715,1.0,1.0,1.0,2,outputs\samples\final_showcase\top_tiles\p5_ddpm\rank_02_grid_0018_tile_07.png
|
||||
p5_ddpm,DDPM - cosine v-pred wider,grid_0008.png,8,9,2,0,outputs\samples\final_comparison\p5_ddpm\grid_0008.png,0.9835371665656567,0.483590304851532,0.2652520537376404,0.346821129322052,0.009857337921857834,0.9887802973389626,1.0,1.0,0.9126871824264526,3,outputs\samples\final_showcase\top_tiles\p5_ddpm\rank_03_grid_0008_tile_09.png
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0012.png,12,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0012.png,0.9931557374587933,0.4784943461418152,0.26595890522003174,0.5266944169998169,0.008175451308488846,0.9952948316931725,1.0,0.9782691518033664,1.0,1,outputs\samples\final_showcase\top_tiles\p5_gan\rank_01_grid_0012_tile_06.png
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0013.png,13,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0013.png,0.9891186870634555,0.4683932662010193,0.25315365195274353,0.42203789949417114,0.012284314259886742,0.9637289568781853,1.0,1.0,1.0,2,outputs\samples\final_showcase\top_tiles\p5_gan\rank_02_grid_0013_tile_06.png
|
||||
p5_gan,GAN - WGAN-GP + SN + Attn,grid_0020.png,20,6,1,1,outputs\samples\final_comparison\p5_gan\grid_0020.png,0.9824905775487424,0.49867671728134155,0.2486007660627365,0.3911525011062622,0.02533857524394989,0.9416352584958076,1.0,1.0,1.0,3,outputs\samples\final_showcase\top_tiles\p5_gan\rank_03_grid_0020_tile_06.png
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0010.png,10,6,1,1,outputs\samples\final_comparison\p5_vae\grid_0010.png,0.9116364613990301,0.4356265366077423,0.24881285429000854,0.2984734773635864,0.007039450109004974,0.8613329268991947,1.0,0.9416724216903715,0.785456519377859,1,outputs\samples\final_showcase\top_tiles\p5_vae\rank_01_grid_0010_tile_06.png
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0020.png,20,16,3,3,outputs\samples\final_comparison\p5_vae\grid_0020.png,0.9072376066109756,0.4530244469642639,0.20702789723873138,0.5726377367973328,0.0058115217834711075,0.9157013967633247,0.8626162384947141,0.8949692641342557,1.0,2,outputs\samples\final_showcase\top_tiles\p5_vae\rank_02_grid_0020_tile_16.png
|
||||
p5_vae,VAE - perceptual + PatchGAN,grid_0013.png,13,1,0,0,outputs\samples\final_comparison\p5_vae\grid_0013.png,0.901039089333058,0.4923376142978668,0.19744431972503662,0.40606826543807983,0.005098136607557535,0.9614449553191662,0.822684665520986,0.8632008123240492,1.0,3,outputs\samples\final_showcase\top_tiles\p5_vae\rank_03_grid_0013_tile_01.png
|
||||
|
@@ -0,0 +1,191 @@
|
||||
[
|
||||
{
|
||||
"run":"p5_ddpm",
|
||||
"architecture":"DDPM - cosine v-pred wider",
|
||||
"grid":"grid_0020.png",
|
||||
"grid_index":20,
|
||||
"tile_index":7,
|
||||
"row":1,
|
||||
"col":2,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_ddpm\\grid_0020.png",
|
||||
"score":0.9943782195,
|
||||
"mean":0.4740034342,
|
||||
"std":0.242261529,
|
||||
"saturation":0.5552682281,
|
||||
"sharpness":0.0119024068,
|
||||
"exposure_score":0.9812607318,
|
||||
"contrast_score":1.0,
|
||||
"detail_score":1.0,
|
||||
"color_score":1.0,
|
||||
"rank":1,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_ddpm\\rank_01_grid_0020_tile_07.png"
|
||||
},
|
||||
{
|
||||
"run":"p5_ddpm",
|
||||
"architecture":"DDPM - cosine v-pred wider",
|
||||
"grid":"grid_0018.png",
|
||||
"grid_index":18,
|
||||
"tile_index":7,
|
||||
"row":1,
|
||||
"col":2,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_ddpm\\grid_0018.png",
|
||||
"score":0.9916329786,
|
||||
"mean":0.4710751772,
|
||||
"std":0.2439677417,
|
||||
"saturation":0.4572313428,
|
||||
"sharpness":0.0127448514,
|
||||
"exposure_score":0.9721099287,
|
||||
"contrast_score":1.0,
|
||||
"detail_score":1.0,
|
||||
"color_score":1.0,
|
||||
"rank":2,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_ddpm\\rank_02_grid_0018_tile_07.png"
|
||||
},
|
||||
{
|
||||
"run":"p5_ddpm",
|
||||
"architecture":"DDPM - cosine v-pred wider",
|
||||
"grid":"grid_0008.png",
|
||||
"grid_index":8,
|
||||
"tile_index":9,
|
||||
"row":2,
|
||||
"col":0,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_ddpm\\grid_0008.png",
|
||||
"score":0.9835371666,
|
||||
"mean":0.4835903049,
|
||||
"std":0.2652520537,
|
||||
"saturation":0.3468211293,
|
||||
"sharpness":0.0098573379,
|
||||
"exposure_score":0.9887802973,
|
||||
"contrast_score":1.0,
|
||||
"detail_score":1.0,
|
||||
"color_score":0.9126871824,
|
||||
"rank":3,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_ddpm\\rank_03_grid_0008_tile_09.png"
|
||||
},
|
||||
{
|
||||
"run":"p5_gan",
|
||||
"architecture":"GAN - WGAN-GP + SN + Attn",
|
||||
"grid":"grid_0012.png",
|
||||
"grid_index":12,
|
||||
"tile_index":6,
|
||||
"row":1,
|
||||
"col":1,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_gan\\grid_0012.png",
|
||||
"score":0.9931557375,
|
||||
"mean":0.4784943461,
|
||||
"std":0.2659589052,
|
||||
"saturation":0.526694417,
|
||||
"sharpness":0.0081754513,
|
||||
"exposure_score":0.9952948317,
|
||||
"contrast_score":1.0,
|
||||
"detail_score":0.9782691518,
|
||||
"color_score":1.0,
|
||||
"rank":1,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_gan\\rank_01_grid_0012_tile_06.png"
|
||||
},
|
||||
{
|
||||
"run":"p5_gan",
|
||||
"architecture":"GAN - WGAN-GP + SN + Attn",
|
||||
"grid":"grid_0013.png",
|
||||
"grid_index":13,
|
||||
"tile_index":6,
|
||||
"row":1,
|
||||
"col":1,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_gan\\grid_0013.png",
|
||||
"score":0.9891186871,
|
||||
"mean":0.4683932662,
|
||||
"std":0.253153652,
|
||||
"saturation":0.4220378995,
|
||||
"sharpness":0.0122843143,
|
||||
"exposure_score":0.9637289569,
|
||||
"contrast_score":1.0,
|
||||
"detail_score":1.0,
|
||||
"color_score":1.0,
|
||||
"rank":2,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_gan\\rank_02_grid_0013_tile_06.png"
|
||||
},
|
||||
{
|
||||
"run":"p5_gan",
|
||||
"architecture":"GAN - WGAN-GP + SN + Attn",
|
||||
"grid":"grid_0020.png",
|
||||
"grid_index":20,
|
||||
"tile_index":6,
|
||||
"row":1,
|
||||
"col":1,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_gan\\grid_0020.png",
|
||||
"score":0.9824905775,
|
||||
"mean":0.4986767173,
|
||||
"std":0.2486007661,
|
||||
"saturation":0.3911525011,
|
||||
"sharpness":0.0253385752,
|
||||
"exposure_score":0.9416352585,
|
||||
"contrast_score":1.0,
|
||||
"detail_score":1.0,
|
||||
"color_score":1.0,
|
||||
"rank":3,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_gan\\rank_03_grid_0020_tile_06.png"
|
||||
},
|
||||
{
|
||||
"run":"p5_vae",
|
||||
"architecture":"VAE - perceptual + PatchGAN",
|
||||
"grid":"grid_0010.png",
|
||||
"grid_index":10,
|
||||
"tile_index":6,
|
||||
"row":1,
|
||||
"col":1,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_vae\\grid_0010.png",
|
||||
"score":0.9116364614,
|
||||
"mean":0.4356265366,
|
||||
"std":0.2488128543,
|
||||
"saturation":0.2984734774,
|
||||
"sharpness":0.0070394501,
|
||||
"exposure_score":0.8613329269,
|
||||
"contrast_score":1.0,
|
||||
"detail_score":0.9416724217,
|
||||
"color_score":0.7854565194,
|
||||
"rank":1,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_vae\\rank_01_grid_0010_tile_06.png"
|
||||
},
|
||||
{
|
||||
"run":"p5_vae",
|
||||
"architecture":"VAE - perceptual + PatchGAN",
|
||||
"grid":"grid_0020.png",
|
||||
"grid_index":20,
|
||||
"tile_index":16,
|
||||
"row":3,
|
||||
"col":3,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_vae\\grid_0020.png",
|
||||
"score":0.9072376066,
|
||||
"mean":0.453024447,
|
||||
"std":0.2070278972,
|
||||
"saturation":0.5726377368,
|
||||
"sharpness":0.0058115218,
|
||||
"exposure_score":0.9157013968,
|
||||
"contrast_score":0.8626162385,
|
||||
"detail_score":0.8949692641,
|
||||
"color_score":1.0,
|
||||
"rank":2,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_vae\\rank_02_grid_0020_tile_16.png"
|
||||
},
|
||||
{
|
||||
"run":"p5_vae",
|
||||
"architecture":"VAE - perceptual + PatchGAN",
|
||||
"grid":"grid_0013.png",
|
||||
"grid_index":13,
|
||||
"tile_index":1,
|
||||
"row":0,
|
||||
"col":0,
|
||||
"source_path":"outputs\\samples\\final_comparison\\p5_vae\\grid_0013.png",
|
||||
"score":0.9010390893,
|
||||
"mean":0.4923376143,
|
||||
"std":0.1974443197,
|
||||
"saturation":0.4060682654,
|
||||
"sharpness":0.0050981366,
|
||||
"exposure_score":0.9614449553,
|
||||
"contrast_score":0.8226846655,
|
||||
"detail_score":0.8632008123,
|
||||
"color_score":1.0,
|
||||
"rank":3,
|
||||
"tile_path":"outputs\\samples\\final_showcase\\top_tiles\\p5_vae\\rank_03_grid_0013_tile_01.png"
|
||||
}
|
||||
]
|
||||
|
After Width: | Height: | Size: 7.5 KiB |
|
After Width: | Height: | Size: 7.6 KiB |
|
After Width: | Height: | Size: 7.4 KiB |
|
After Width: | Height: | Size: 7.8 KiB |
|
After Width: | Height: | Size: 8.0 KiB |
|
After Width: | Height: | Size: 7.4 KiB |
|
After Width: | Height: | Size: 7.1 KiB |
|
After Width: | Height: | Size: 7.4 KiB |