803 lines
18 KiB
JSON
803 lines
18 KiB
JSON
{
|
|
"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": 400,
|
|
"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
|
|
} |