geovae-proto / clip_vae /training_history.json
AbstractPhil's picture
Upload clip_vae/training_history.json with huggingface_hub
09748ce verified
[
{
"epoch": 1,
"train_recon": 0.6836707020619871,
"train_kl": 9.363106673944687,
"val_recon": 0.6373334741229333,
"val_kl": 4.21153818217631,
"val_total": 0.6377546479254205
},
{
"epoch": 2,
"train_recon": 0.6168025811351197,
"train_kl": 4.160504196171968,
"val_recon": 0.6007915288058634,
"val_kl": 3.928736724708286,
"val_total": 0.6011843977845864
},
{
"epoch": 3,
"train_recon": 0.5952139549496154,
"train_kl": 3.952634603102872,
"val_recon": 0.5943454963301644,
"val_kl": 3.7071282052751724,
"val_total": 0.5947162130157354
},
{
"epoch": 4,
"train_recon": 0.5863631703202487,
"train_kl": 3.384959182206949,
"val_recon": 0.5864049556896771,
"val_kl": 3.1402675369669337,
"val_total": 0.586718991323171
},
{
"epoch": 5,
"train_recon": 0.5784748668554754,
"train_kl": 3.204908409744747,
"val_recon": 0.5822572236133711,
"val_kl": 3.0235980779386415,
"val_total": 0.5825596121362018
},
{
"epoch": 6,
"train_recon": 0.5708190758505562,
"train_kl": 3.051288774947874,
"val_recon": 0.5817110675845655,
"val_kl": 3.1269098618308906,
"val_total": 0.5820237441111337
},
{
"epoch": 7,
"train_recon": 0.5648194294383453,
"train_kl": 3.175482405838479,
"val_recon": 0.5796334191022186,
"val_kl": 3.2812153157848996,
"val_total": 0.5799615568315922
},
{
"epoch": 8,
"train_recon": 0.5593458978385082,
"train_kl": 3.3868695830230657,
"val_recon": 0.5799912577958276,
"val_kl": 3.384190961673175,
"val_total": 0.5803296690664921
},
{
"epoch": 9,
"train_recon": 0.5540142416070478,
"train_kl": 3.5943282268444245,
"val_recon": 0.5841910815481002,
"val_kl": 3.6100473297428963,
"val_total": 0.5845520980467046
},
{
"epoch": 10,
"train_recon": 0.5482950328025795,
"train_kl": 3.647523813199702,
"val_recon": 0.5780194948772488,
"val_kl": 3.785949755683163,
"val_total": 0.5783981012208813
},
{
"epoch": 11,
"train_recon": 0.5434237752369759,
"train_kl": 3.671009871163049,
"val_recon": 0.5776691319978782,
"val_kl": 3.8440789520437946,
"val_total": 0.5780535300371006
},
{
"epoch": 12,
"train_recon": 0.5385328538447285,
"train_kl": 3.6987736650225127,
"val_recon": 0.5776162277018358,
"val_kl": 3.915228254056824,
"val_total": 0.5780077251686058
},
{
"epoch": 13,
"train_recon": 0.5318178850381148,
"train_kl": 3.6390973476170925,
"val_recon": 0.5792593185671695,
"val_kl": 3.6153151579919807,
"val_total": 0.5796208499651875
},
{
"epoch": 14,
"train_recon": 0.5263360260421476,
"train_kl": 3.5178119641959906,
"val_recon": 0.5880437900572258,
"val_kl": 3.507641466256931,
"val_total": 0.5883945616368715
},
{
"epoch": 15,
"train_recon": 0.5222649535198212,
"train_kl": 3.478518488189897,
"val_recon": 0.583418221764153,
"val_kl": 3.391050715615907,
"val_total": 0.5837573252958694
},
{
"epoch": 16,
"train_recon": 0.5156892964969311,
"train_kl": 3.364784730378867,
"val_recon": 0.5854931672212436,
"val_kl": 3.4552387160093048,
"val_total": 0.585838671747198
},
{
"epoch": 17,
"train_recon": 0.5110318071155927,
"train_kl": 3.2681936928901174,
"val_recon": 0.5903772414033183,
"val_kl": 3.197374239548814,
"val_total": 0.5906969902479104
},
{
"epoch": 18,
"train_recon": 0.5061949597441906,
"train_kl": 3.1795035970005934,
"val_recon": 0.5919835640694284,
"val_kl": 3.1809751217740443,
"val_total": 0.5923016655263562
},
{
"epoch": 19,
"train_recon": 0.501451502587765,
"train_kl": 3.1011913052400133,
"val_recon": 0.5966054130326672,
"val_kl": 2.9908007224804254,
"val_total": 0.5969044997002267
},
{
"epoch": 20,
"train_recon": 0.49717475054219695,
"train_kl": 3.056963436796202,
"val_recon": 0.5973703709955748,
"val_kl": 3.1198636911847264,
"val_total": 0.597682361493861
},
{
"epoch": 21,
"train_recon": 0.4930872524736811,
"train_kl": 3.036476436755847,
"val_recon": 0.6011549970825312,
"val_kl": 3.0422012544525456,
"val_total": 0.6014592127146454
},
{
"epoch": 22,
"train_recon": 0.4894881149869348,
"train_kl": 3.0228307482860655,
"val_recon": 0.5991872229551906,
"val_kl": 2.9991696043062936,
"val_total": 0.5994871443903386
},
{
"epoch": 23,
"train_recon": 0.48456784683918475,
"train_kl": 2.9829718624838897,
"val_recon": 0.5986186783325854,
"val_kl": 2.9530055542282647,
"val_total": 0.5989139792277728
},
{
"epoch": 24,
"train_recon": 0.48149855422461757,
"train_kl": 2.983807574295632,
"val_recon": 0.6059667191529637,
"val_kl": 2.9996365000148715,
"val_total": 0.606266681010348
},
{
"epoch": 25,
"train_recon": 0.4781193374336162,
"train_kl": 3.0171080828330026,
"val_recon": 0.5964788014513587,
"val_kl": 2.984344343243517,
"val_total": 0.5967772516502342
},
{
"epoch": 26,
"train_recon": 0.4748869340277017,
"train_kl": 3.0017937349361437,
"val_recon": 0.6002399944411921,
"val_kl": 2.951966872433115,
"val_total": 0.6005352118293646
},
{
"epoch": 27,
"train_recon": 0.4717513891259167,
"train_kl": 3.0056619557339035,
"val_recon": 0.6055833085539377,
"val_kl": 3.004450563730927,
"val_total": 0.6058837425285184
},
{
"epoch": 28,
"train_recon": 0.4692459285712134,
"train_kl": 3.007125719302273,
"val_recon": 0.60323098795063,
"val_kl": 2.992688767195958,
"val_total": 0.6035302655345898
},
{
"epoch": 29,
"train_recon": 0.46683042444999373,
"train_kl": 3.012033846518462,
"val_recon": 0.6030802135540144,
"val_kl": 2.9706493104169818,
"val_total": 0.6033772881260984
},
{
"epoch": 30,
"train_recon": 0.4642690068959563,
"train_kl": 3.01894355280296,
"val_recon": 0.6054368967937334,
"val_kl": 3.003007147154832,
"val_total": 0.6057371947365969
},
{
"epoch": 31,
"train_recon": 0.4625810996907011,
"train_kl": 3.034599663858293,
"val_recon": 0.6041436030779999,
"val_kl": 2.999178751834153,
"val_total": 0.6044435147706627
},
{
"epoch": 32,
"train_recon": 0.46072619857631314,
"train_kl": 3.037177568380266,
"val_recon": 0.6059750823200052,
"val_kl": 2.976229904387808,
"val_total": 0.6062727219562241
},
{
"epoch": 33,
"train_recon": 0.4586966165348436,
"train_kl": 3.0394511931564634,
"val_recon": 0.6051998484558261,
"val_kl": 3.022483076056853,
"val_total": 0.6055021109919863
},
{
"epoch": 34,
"train_recon": 0.45719325105913583,
"train_kl": 3.0699445749868732,
"val_recon": 0.6035768931892318,
"val_kl": 3.0416141933596075,
"val_total": 0.6038810607140439
},
{
"epoch": 35,
"train_recon": 0.4557565722604269,
"train_kl": 3.0869102561249995,
"val_recon": 0.6062661591520164,
"val_kl": 3.0475391102321256,
"val_total": 0.6065708988209061
},
{
"epoch": 36,
"train_recon": 0.4541608379988223,
"train_kl": 3.0959827245899576,
"val_recon": 0.6056599103254715,
"val_kl": 3.0697348819771393,
"val_total": 0.6059668863485307
},
{
"epoch": 37,
"train_recon": 0.45313994900496274,
"train_kl": 3.1070240235561166,
"val_recon": 0.6068144899939523,
"val_kl": 3.0600818355676487,
"val_total": 0.6071205099827142
},
{
"epoch": 38,
"train_recon": 0.45188291489057436,
"train_kl": 3.122604991897994,
"val_recon": 0.6062665432842855,
"val_kl": 3.0808163538802096,
"val_total": 0.6065746517955954
},
{
"epoch": 39,
"train_recon": 0.4507734214438185,
"train_kl": 3.1265614600002003,
"val_recon": 0.6054698871477001,
"val_kl": 3.101423689798655,
"val_total": 0.6057800269368941
},
{
"epoch": 40,
"train_recon": 0.44985521662477373,
"train_kl": 3.134892661246559,
"val_recon": 0.6066199574373701,
"val_kl": 3.1051802499645254,
"val_total": 0.606930478756803
},
{
"epoch": 41,
"train_recon": 0.4489000057096089,
"train_kl": 3.1378733060051003,
"val_recon": 0.605509889670435,
"val_kl": 3.106895721503321,
"val_total": 0.605820592163783
},
{
"epoch": 42,
"train_recon": 0.44830098309079275,
"train_kl": 3.14580472783098,
"val_recon": 0.6067922284760451,
"val_kl": 3.1164315436697247,
"val_total": 0.6071038846437096
},
{
"epoch": 43,
"train_recon": 0.4476987651473175,
"train_kl": 3.1555208781597712,
"val_recon": 0.6069869683478689,
"val_kl": 3.1177983354190886,
"val_total": 0.607298743724823
},
{
"epoch": 44,
"train_recon": 0.44715305062577415,
"train_kl": 3.158948647665194,
"val_recon": 0.6082807148168535,
"val_kl": 3.128526111302642,
"val_total": 0.6085935654373944
},
{
"epoch": 45,
"train_recon": 0.4468111493354707,
"train_kl": 3.16006684928194,
"val_recon": 0.6075635796876123,
"val_kl": 3.1263720011348046,
"val_total": 0.6078762181519252
},
{
"epoch": 46,
"train_recon": 0.44656693201272774,
"train_kl": 3.162503262325927,
"val_recon": 0.6063297384281449,
"val_kl": 3.1276091839456317,
"val_total": 0.6066424984617281
},
{
"epoch": 47,
"train_recon": 0.4462422991922653,
"train_kl": 3.160295516086541,
"val_recon": 0.6076486350316082,
"val_kl": 3.125830496386223,
"val_total": 0.607961244873589
},
{
"epoch": 48,
"train_recon": 0.4461184803273292,
"train_kl": 3.162300894752585,
"val_recon": 0.6075366176929571,
"val_kl": 3.1259918667943345,
"val_total": 0.607849227534938
},
{
"epoch": 49,
"train_recon": 0.4459423523374118,
"train_kl": 3.1632633981728207,
"val_recon": 0.606996243375207,
"val_kl": 3.128358005388134,
"val_total": 0.607309063013435
},
{
"epoch": 50,
"train_recon": 0.4457894767289063,
"train_kl": 3.16465849032923,
"val_recon": 0.6071877648987746,
"val_kl": 3.1283854992861677,
"val_total": 0.6075006131593346
}
]