| loss_gen_all,loss_disc_all,epoch,step | |
| 60.998329162597656,2.282489776611328,0,49 | |
| 56.26795959472656,2.145723342895508,1,99 | |
| 52.668663024902344,1.3628004789352417,2,149 | |
| 49.424537658691406,1.3983975648880005,2,199 | |
| 47.267826080322266,1.209531545639038,3,249 | |
| 44.60496520996094,1.8089680671691895,4,299 | |
| 45.46798324584961,1.314103603363037,4,349 | |
| 45.301124572753906,1.3395134210586548,5,399 | |
| 43.227088928222656,1.2284842729568481,6,449 | |
| 45.78334045410156,1.5028693675994873,6,499 | |
| 42.21872329711914,1.612092137336731,7,549 | |
| 41.42994689941406,1.8557333946228027,8,599 | |
| 42.907772064208984,1.78108549118042,9,649 | |
| 38.591392517089844,1.9867820739746094,9,699 | |
| 39.701393127441406,2.045832395553589,10,749 | |
| 36.7677116394043,2.0467536449432373,11,799 | |
| 38.0265007019043,1.9343667030334473,11,849 | |
| 37.97276306152344,2.1763510704040527,12,899 | |
| 37.41077423095703,2.0376651287078857,13,949 | |
| 40.526119232177734,1.7171472311019897,13,999 | |
| 37.0804557800293,2.049926280975342,14,1049 | |
| 37.024879455566406,2.027798652648926,15,1099 | |
| 36.890628814697266,2.0386459827423096,15,1149 | |
| 35.89442825317383,2.2898831367492676,16,1199 | |
| 37.59660339355469,1.951150894165039,17,1249 | |
| 37.82240676879883,1.7978761196136475,18,1299 | |
| 37.41584396362305,1.9879087209701538,18,1349 | |
| 38.20562744140625,1.6583375930786133,19,1399 | |
| 35.88667678833008,1.9519860744476318,20,1449 | |
| 37.17829895019531,1.7887802124023438,20,1499 | |
| 35.683990478515625,2.176608085632324,21,1549 | |
| 37.03738784790039,1.9593174457550049,22,1599 | |
| 35.70842742919922,1.8887279033660889,22,1649 | |
| 35.33687210083008,2.0236501693725586,23,1699 | |
| 39.313079833984375,1.5063927173614502,24,1749 | |
| 36.23883819580078,1.9690831899642944,24,1799 | |
| 37.43244934082031,1.7827255725860596,25,1849 | |
| 37.40007400512695,1.6278818845748901,26,1899 | |
| 35.692134857177734,2.0053391456604004,27,1949 | |
| 38.041011810302734,1.7254520654678345,27,1999 | |
| 36.04901123046875,1.625312089920044,28,2049 | |
| 35.44334411621094,1.7292922735214233,29,2099 | |
| 36.082313537597656,1.657109260559082,29,2149 | |
| 34.87871551513672,1.7178701162338257,30,2199 | |
| 33.981422424316406,1.8228645324707031,31,2249 | |
| 35.70539474487305,1.5896562337875366,31,2299 | |
| 34.03355407714844,1.893052339553833,32,2349 | |
| 34.8339958190918,1.738429069519043,33,2399 | |
| 35.722999572753906,1.8137671947479248,34,2449 | |
| 35.884033203125,1.5708547830581665,34,2499 | |
| 36.12752914428711,1.7200977802276611,35,2549 | |
| 37.107120513916016,1.372015118598938,36,2599 | |
| 33.245121002197266,2.3826451301574707,36,2649 | |
| 34.22897720336914,1.8638807535171509,37,2699 | |
| 36.10873031616211,1.5259500741958618,38,2749 | |
| 34.570735931396484,1.706329345703125,38,2799 | |
| 33.991050720214844,1.907940149307251,39,2849 | |
| 33.35358810424805,2.249462366104126,40,2899 | |
| 34.7669563293457,2.021019220352173,40,2949 | |
| 31.908403396606445,2.123744010925293,41,2999 | |
| 36.43803405761719,1.3536202907562256,42,3049 | |
| 33.946414947509766,1.8173599243164062,43,3099 | |
| 33.258243560791016,1.8768435716629028,43,3149 | |
| 33.649192810058594,1.9166055917739868,44,3199 | |
| 34.53124237060547,1.6389048099517822,45,3249 | |
| 34.55810546875,1.7057709693908691,45,3299 | |
| 34.692405700683594,1.606512427330017,46,3349 | |
| 32.650230407714844,1.9742296934127808,47,3399 | |
| 35.79313278198242,1.4966793060302734,47,3449 | |
| 33.34822082519531,1.5485270023345947,48,3499 | |
| 34.227020263671875,1.6854805946350098,49,3549 | |
| 35.17002868652344,1.8139629364013672,49,3599 | |
| 37.355072021484375,1.6948378086090088,50,3649 | |
| 32.4057502746582,2.1443142890930176,51,3699 | |
| 34.027557373046875,1.5406880378723145,52,3749 | |
| 35.76334762573242,1.6439332962036133,52,3799 | |
| 35.03987121582031,1.5849547386169434,53,3849 | |
| 34.16408157348633,1.4565638303756714,54,3899 | |
| 33.47491455078125,1.7121304273605347,54,3949 | |
| 34.210296630859375,1.5901389122009277,55,3999 | |
| 34.93693542480469,1.5570497512817383,56,4049 | |
| 34.09309387207031,1.7421765327453613,56,4099 | |
| 33.83885192871094,1.6469789743423462,57,4149 | |
| 33.88117599487305,1.8160598278045654,58,4199 | |
| 33.926021575927734,1.7110040187835693,59,4249 | |
| 33.219383239746094,1.6869940757751465,59,4299 | |
| 35.02574920654297,1.6260353326797485,60,4349 | |
| 35.369632720947266,1.873809814453125,61,4399 | |
| 33.514068603515625,1.9308910369873047,61,4449 | |
| 32.750892639160156,1.825697898864746,62,4499 | |
| 33.22929382324219,1.7612216472625732,63,4549 | |
| 34.916988372802734,1.5808323621749878,63,4599 | |
| 33.42177200317383,1.9855878353118896,64,4649 | |
| 35.94853210449219,1.503727912902832,65,4699 | |
| 34.2802848815918,1.7230379581451416,65,4749 | |
| 35.39329147338867,1.7359696626663208,66,4799 | |
| 33.836544036865234,1.7778196334838867,67,4849 | |
| 34.16435241699219,1.675109624862671,68,4899 | |
| 33.11851119995117,1.8976635932922363,68,4949 | |
| 32.287574768066406,2.1475467681884766,69,4999 | |
| 33.57274627685547,2.2276623249053955,70,5049 | |
| 34.667816162109375,1.7996820211410522,70,5099 | |
| 35.144527435302734,1.5230854749679565,71,5149 | |
| 33.99254608154297,1.6876100301742554,72,5199 | |
| 34.68323516845703,1.700336217880249,72,5249 | |
| 35.01097106933594,1.7015812397003174,73,5299 | |
| 35.06396484375,1.6091326475143433,74,5349 | |
| 33.213504791259766,1.9114210605621338,74,5399 | |
| 35.90824508666992,1.4163620471954346,75,5449 | |
| 32.74355697631836,1.9438624382019043,76,5499 | |
| 33.203365325927734,1.6055364608764648,77,5549 | |
| 33.068504333496094,2.1838936805725098,77,5599 | |
| 32.240936279296875,1.8348983526229858,78,5649 | |
| 32.92841339111328,2.0400443077087402,79,5699 | |
| 32.642478942871094,1.982879400253296,79,5749 | |
| 31.988216400146484,2.2324059009552,80,5799 | |
| 33.30121994018555,2.004819631576538,81,5849 | |
| 35.003292083740234,1.6954309940338135,81,5899 | |
| 33.37196350097656,1.7126814126968384,82,5949 | |
| 35.964595794677734,1.3150463104248047,83,5999 | |
| 33.354244232177734,1.739387035369873,84,6049 | |
| 32.69496536254883,1.699851632118225,84,6099 | |
| 33.08848571777344,1.8644969463348389,85,6149 | |
| 33.08198547363281,1.7189278602600098,86,6199 | |
| 33.011558532714844,1.9008903503417969,86,6249 | |
| 32.14460372924805,1.9329850673675537,87,6299 | |
| 32.678768157958984,2.0415918827056885,88,6349 | |
| 33.00042724609375,1.8953864574432373,88,6399 | |
| 34.55546569824219,1.7153806686401367,89,6449 | |
| 31.598848342895508,1.9602903127670288,90,6499 | |
| 31.610769271850586,1.9045363664627075,90,6549 | |
| 33.88307571411133,1.8010895252227783,91,6599 | |
| 33.90287780761719,1.6577204465866089,92,6649 | |
| 33.323265075683594,1.8792520761489868,93,6699 | |
| 30.62849998474121,2.264137029647827,93,6749 | |
| 32.106971740722656,1.9912540912628174,94,6799 | |
| 30.78711700439453,1.9803717136383057,95,6849 | |
| 33.71143341064453,2.422513008117676,95,6899 | |
| 33.80335235595703,1.6938276290893555,96,6949 | |
| 33.005584716796875,1.6489238739013672,97,6999 | |
| 34.57184982299805,1.60567045211792,97,7049 | |
| 32.03263473510742,1.914853572845459,98,7099 | |
| 34.79996109008789,1.727150321006775,99,7149 | |
| 33.772972106933594,1.6916124820709229,99,7199 | |
| 32.79660415649414,1.9953819513320923,100,7249 | |
| 32.60064697265625,1.921628475189209,101,7299 | |
| 32.24392318725586,1.8757134675979614,102,7349 | |
| 34.58948516845703,1.9737273454666138,102,7399 | |
| 31.98565101623535,1.9714241027832031,103,7449 | |
| 30.959609985351562,2.0801682472229004,104,7499 | |
| 31.640159606933594,1.9576669931411743,104,7549 | |
| 31.934574127197266,2.2231898307800293,105,7599 | |
| 31.98663902282715,1.9233872890472412,106,7649 | |
| 31.40199089050293,1.9868661165237427,106,7699 | |
| 31.480239868164062,1.8785374164581299,107,7749 | |
| 34.08420944213867,1.7461620569229126,108,7799 | |
| 34.431793212890625,1.7647366523742676,109,7849 | |
| 33.37006759643555,2.0196990966796875,109,7899 | |
| 32.03513717651367,1.8884955644607544,110,7949 | |
| 33.974609375,1.6662832498550415,111,7999 | |
| 30.269163131713867,2.030102491378784,111,8049 | |
| 33.567501068115234,1.7846181392669678,112,8099 | |
| 32.09036636352539,1.981571078300476,113,8149 | |
| 33.547935485839844,2.1065073013305664,113,8199 | |
| 31.46014976501465,2.0843632221221924,114,8249 | |
| 34.59273147583008,1.5778495073318481,115,8299 | |
| 32.14252853393555,1.938868761062622,115,8349 | |
| 30.331907272338867,2.3011655807495117,116,8399 | |
| 33.096961975097656,1.9177318811416626,117,8449 | |
| 33.33121871948242,1.950899362564087,118,8499 | |
| 30.75162124633789,2.0100951194763184,118,8549 | |
| 33.18993377685547,1.8926897048950195,119,8599 | |
| 31.648386001586914,2.134620189666748,120,8649 | |
| 31.93276023864746,1.9792211055755615,120,8699 | |
| 32.36989212036133,2.000439405441284,121,8749 | |
| 33.273136138916016,1.8239326477050781,122,8799 | |
| 32.516258239746094,1.9338536262512207,122,8849 | |
| 31.015869140625,2.214710235595703,123,8899 | |
| 30.866289138793945,2.116882085800171,124,8949 | |
| 32.911048889160156,1.9003057479858398,124,8999 | |
| 32.25348663330078,1.9644668102264404,125,9049 | |
| 32.33085250854492,2.0233652591705322,126,9099 | |
| 34.01409149169922,1.8284287452697754,127,9149 | |
| 33.42253875732422,1.7725293636322021,127,9199 | |
| 30.420406341552734,2.2431814670562744,128,9249 | |
| 30.690738677978516,2.0896799564361572,129,9299 | |
| 31.962657928466797,1.7727595567703247,129,9349 | |
| 33.59539031982422,1.7900736331939697,130,9399 | |
| 32.70330810546875,1.6764397621154785,131,9449 | |
| 31.434450149536133,1.886784315109253,131,9499 | |
| 30.928325653076172,2.0838112831115723,132,9549 | |
| 32.573204040527344,1.967221736907959,133,9599 | |
| 30.469038009643555,1.936331033706665,134,9649 | |
| 31.73664093017578,2.188005208969116,134,9699 | |
| 33.330780029296875,1.6218526363372803,135,9749 | |
| 32.96216583251953,1.9241728782653809,136,9799 | |
| 32.69464874267578,1.6774194240570068,136,9849 | |
| 32.0159912109375,1.9112643003463745,137,9899 | |
| 30.079782485961914,1.96773362159729,138,9949 | |
| 32.990013122558594,1.99315345287323,138,9999 | |
| 30.8842830657959,2.0908544063568115,139,10049 | |
| 31.144372940063477,2.082798480987549,140,10099 | |
| 31.36531639099121,2.0572566986083984,140,10149 | |
| 32.79621124267578,1.922444224357605,141,10199 | |
| 31.937585830688477,1.9766199588775635,142,10249 | |
| 33.5003662109375,1.7132580280303955,143,10299 | |
| 31.543354034423828,2.085493803024292,143,10349 | |
| 31.023025512695312,1.9373242855072021,144,10399 | |
| 30.433895111083984,2.134049415588379,145,10449 | |
| 32.425662994384766,1.9351005554199219,145,10499 | |
| 32.09004211425781,2.0413384437561035,146,10549 | |
| 30.502723693847656,2.060746669769287,147,10599 | |
| 32.97562026977539,1.7545225620269775,147,10649 | |
| 31.24758529663086,2.034806251525879,148,10699 | |
| 32.5944709777832,2.0147552490234375,149,10749 | |
| 31.846040725708008,1.9408471584320068,149,10799 | |
| 32.470577239990234,1.9603288173675537,150,10849 | |
| 32.85333251953125,1.8227274417877197,151,10899 | |
| 30.128353118896484,2.169511556625366,152,10949 | |
| 31.291305541992188,2.057892322540283,152,10999 | |
| 31.57728385925293,1.8469687700271606,153,11049 | |
| 31.78498649597168,1.9055135250091553,154,11099 | |
| 31.209970474243164,2.1089024543762207,154,11149 | |
| 32.36227798461914,1.945953130722046,155,11199 | |
| 30.934650421142578,2.237968921661377,156,11249 | |
| 31.531892776489258,1.923827886581421,156,11299 | |
| 32.133262634277344,1.9310379028320312,157,11349 | |
| 31.754287719726562,2.067289113998413,158,11399 | |
| 31.607927322387695,1.9432690143585205,159,11449 | |
| 31.167160034179688,1.9089888334274292,159,11499 | |
| 31.270967483520508,2.1004977226257324,160,11549 | |
| 32.80907440185547,2.0796070098876953,161,11599 | |
| 32.20418930053711,1.8876012563705444,161,11649 | |
| 29.841571807861328,2.0749595165252686,162,11699 | |
| 31.631458282470703,1.9286670684814453,163,11749 | |
| 35.00426483154297,1.6241986751556396,163,11799 | |
| 30.64280128479004,2.0121355056762695,164,11849 | |
| 30.777273178100586,2.0207326412200928,165,11899 | |
| 31.630996704101562,1.9424078464508057,165,11949 | |
| 30.560806274414062,2.243201971054077,166,11999 | |
| 31.38484764099121,2.0741872787475586,167,12049 | |
| 30.935895919799805,2.0751543045043945,168,12099 | |
| 29.52412223815918,2.1313250064849854,168,12149 | |
| 30.72623062133789,2.0227880477905273,169,12199 | |
| 31.376218795776367,1.8247493505477905,170,12249 | |
| 31.81487274169922,1.9633448123931885,170,12299 | |
| 31.782882690429688,1.980175495147705,171,12349 | |
| 31.679676055908203,1.9114394187927246,172,12399 | |
| 31.909826278686523,1.9493448734283447,172,12449 | |
| 32.79589080810547,1.916456937789917,173,12499 | |
| 29.5970458984375,2.1334128379821777,174,12549 | |
| 31.50977325439453,1.9693398475646973,174,12599 | |
| 29.64558219909668,2.0728533267974854,175,12649 | |
| 33.387874603271484,1.7879687547683716,176,12699 | |
| 32.137184143066406,2.11551570892334,177,12749 | |
| 31.054180145263672,1.9302289485931396,177,12799 | |
| 29.39485740661621,2.090651035308838,178,12849 | |
| 30.529869079589844,2.1138195991516113,179,12899 | |
| 33.409934997558594,1.6706206798553467,179,12949 | |
| 29.393756866455078,2.098094940185547,180,12999 | |
| 29.960180282592773,2.167965888977051,181,13049 | |
| 31.146804809570312,2.0108377933502197,181,13099 | |
| 30.436141967773438,2.2165639400482178,182,13149 | |
| 31.117626190185547,2.0308163166046143,183,13199 | |
| 30.113222122192383,2.17734432220459,184,13249 | |
| 31.489072799682617,2.203958034515381,184,13299 | |
| 31.226318359375,2.0687806606292725,185,13349 | |
| 33.178794860839844,1.9278215169906616,186,13399 | |
| 31.133230209350586,2.0307564735412598,186,13449 | |
| 29.616941452026367,2.2652587890625,187,13499 | |
| 30.543407440185547,2.2098937034606934,188,13549 | |
| 31.712244033813477,2.0121443271636963,188,13599 | |
| 30.29863739013672,2.085508346557617,189,13649 | |
| 30.58827781677246,1.7997883558273315,190,13699 | |
| 31.357080459594727,1.7723472118377686,190,13749 | |
| 31.81667709350586,1.967667818069458,191,13799 | |
| 30.326847076416016,2.1591711044311523,192,13849 | |
| 31.63418960571289,1.928743600845337,193,13899 | |
| 31.46185874938965,1.9601855278015137,193,13949 | |
| 32.13827133178711,2.088510513305664,194,13999 | |
| 31.45724868774414,2.097529172897339,195,14049 | |
| 31.975221633911133,1.9042057991027832,195,14099 | |
| 32.574859619140625,1.9004175662994385,196,14149 | |
| 30.11001205444336,2.0040528774261475,197,14199 | |
| 30.961963653564453,2.171598196029663,197,14249 | |
| 31.38825035095215,1.9041956663131714,198,14299 | |
| 31.88494110107422,1.966712236404419,199,14349 | |
| 30.812725067138672,2.4869096279144287,199,14399 | |
| 32.85170364379883,1.8768162727355957,200,14449 | |
| 31.04425048828125,2.094642162322998,201,14499 | |
| 29.14824867248535,1.990364670753479,202,14549 | |
| 30.579395294189453,1.8502060174942017,202,14599 | |
| 31.69355583190918,1.930544376373291,203,14649 | |
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| 28.22835350036621,1.9110043048858643,1965,141549 | |
| 28.911603927612305,2.172447681427002,1966,141599 | |
| 30.454261779785156,1.902705430984497,1967,141649 | |
| 30.897035598754883,1.7186717987060547,1968,141699 | |
| 29.376129150390625,1.9764822721481323,1968,141749 | |
| 29.809730529785156,2.089101791381836,1969,141799 | |
| 29.828161239624023,1.7751221656799316,1970,141849 | |
| 30.19281005859375,1.860595703125,1970,141899 | |
| 33.621726989746094,1.7275114059448242,1971,141949 | |
| 30.35625457763672,1.909443974494934,1972,141999 | |
| 29.64618492126465,1.9799002408981323,1972,142049 | |
| 28.910568237304688,1.9979923963546753,1973,142099 | |
| 31.325345993041992,1.6666735410690308,1974,142149 | |
| 30.123703002929688,2.064831256866455,1974,142199 | |
| 30.149959564208984,2.0128531455993652,1975,142249 | |
| 29.827699661254883,1.8062031269073486,1976,142299 | |
| 29.36304473876953,1.9151268005371094,1977,142349 | |
| 29.866365432739258,1.8843364715576172,1977,142399 | |
| 30.87662124633789,1.8919320106506348,1978,142449 | |
| 30.040443420410156,1.9044722318649292,1979,142499 | |
| 29.534711837768555,2.2702770233154297,1979,142549 | |
| 29.286510467529297,2.1415226459503174,1980,142599 | |
| 28.642776489257812,2.043461799621582,1981,142649 | |
| 30.455917358398438,1.8240588903427124,1981,142699 | |
| 28.11652183532715,2.1568763256073,1982,142749 | |
| 29.031784057617188,2.0998730659484863,1983,142799 | |
| 30.263093948364258,1.8252757787704468,1984,142849 | |
| 31.63564682006836,1.5419654846191406,1984,142899 | |
| 28.78437042236328,2.0501246452331543,1985,142949 | |
| 31.060731887817383,1.8626023530960083,1986,142999 | |
| 30.754680633544922,1.802372932434082,1986,143049 | |
| 30.07338523864746,1.9360532760620117,1987,143099 | |
| 29.544307708740234,1.9867041110992432,1988,143149 | |
| 31.083181381225586,1.7885513305664062,1988,143199 | |
| 29.083887100219727,1.8779484033584595,1989,143249 | |
| 31.182899475097656,1.747373342514038,1990,143299 | |
| 27.945831298828125,2.1968941688537598,1990,143349 | |
| 30.497224807739258,1.754326581954956,1991,143399 | |
| 30.702394485473633,1.8050881624221802,1992,143449 | |
| 31.128786087036133,1.626875400543213,1993,143499 | |
| 28.559633255004883,1.992620587348938,1993,143549 | |
| 30.401260375976562,1.80365788936615,1994,143599 | |
| 30.481958389282227,1.9014091491699219,1995,143649 | |
| 30.205120086669922,1.7684316635131836,1995,143699 | |
| 28.881254196166992,2.0558106899261475,1996,143749 | |
| 29.801156997680664,1.7168915271759033,1997,143799 | |
| 30.950773239135742,1.8578910827636719,1997,143849 | |
| 29.26982879638672,2.0672454833984375,1998,143899 | |
| 30.150901794433594,1.8921513557434082,1999,143949 | |
| 30.32427406311035,1.9318532943725586,1999,143999 |