Upload res_CIFAR2_32_lr0.005_ep50_bs2048_attr_ckpts/md_3/step_50/pred_target.json with huggingface_hub
Browse files
res_CIFAR2_32_lr0.005_ep50_bs2048_attr_ckpts/md_3/step_50/pred_target.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"1": {"train": {"loss_reduced": 0.07213573902845383, "pred": 0.43743616342544556, "loss_l2": 1.5379891395568848, "loss_mape": 17.19198989868164}}, "2": {"train": {"loss_reduced": 0.08397278189659119, "pred": 0.39187854528427124, "loss_l2": 0.11865153163671494, "loss_mape": 4.102023124694824}}, "3": {"train": {"loss_reduced": 0.08626478910446167, "pred": 0.33316874504089355, "loss_l2": 0.10076011717319489, "loss_mape": 3.6796860694885254}}, "4": {"train": {"loss_reduced": 0.06209428608417511, "pred": 0.37965428829193115, "loss_l2": 0.08081332594156265, "loss_mape": 4.578148365020752}}, "5": {"train": {"loss_reduced": 0.10643474757671356, "pred": 0.31691884994506836, "loss_l2": 0.07105046510696411, "loss_mape": 2.5043787956237793}, "valid": {"0": {"loss_reduced": 0.08348355442285538, "pred": 0.31453120708465576, "valid_loss_l2": 0.05338302254676819, "valid_loss_mape": 2.767582893371582}}}, "6": {"train": {"loss_reduced": 0.08264265954494476, "pred": 8.292549133300781, "loss_l2": 0.048227708786726, "loss_mape": 2.6573212146759033}}, "7": {"train": {"loss_reduced": 0.0704578384757042, "pred": 0.5468732118606567, "loss_l2": 63.371856689453125, "loss_mape": 112.98450469970703}}, "8": {"train": {"loss_reduced": 0.07516497373580933, "pred": 3.4784669876098633, "loss_l2": 0.23542094230651855, "loss_mape": 6.455160140991211}}, "9": {"train": {"loss_reduced": 0.08513569086790085, "pred": 4.188515663146973, "loss_l2": 11.731006622314453, "loss_mape": 40.230552673339844}}, "10": {"train": {"loss_reduced": 0.08425676077604294, "pred": 1.9444797039031982, "loss_l2": 14.303733825683594, "loss_mape": 44.88693618774414}, "valid": {"0": {"loss_reduced": 0.08310727030038834, "pred": 2.240293502807617, "valid_loss_l2": 4.653452396392822, "valid_loss_mape": 25.956649780273438}}}, "11": {"train": {"loss_reduced": 0.07364584505558014, "pred": 4.294167518615723, "loss_l2": 4.216848373413086, "loss_mape": 27.883399963378906}}, "12": {"train": {"loss_reduced": 0.08660947531461716, "pred": 0.8188514709472656, "loss_l2": 17.51818084716797, "loss_mape": 48.325801849365234}}, "13": {"train": {"loss_reduced": 0.08317749202251434, "pred": 4.857114791870117, "loss_l2": 0.5273457169532776, "loss_mape": 8.730555534362793}}, "14": {"train": {"loss_reduced": 0.07257340848445892, "pred": 1.6786506175994873, "loss_l2": 23.227787017822266, "loss_mape": 66.40892028808594}}, "15": {"train": {"loss_reduced": 0.09627372771501541, "pred": 0.5437667965888977, "loss_l2": 2.548414707183838, "loss_mape": 16.58163070678711}, "valid": {"0": {"loss_reduced": 0.06806247681379318, "pred": 0.5386686325073242, "valid_loss_l2": 0.22147014737129211, "valid_loss_mape": 6.914325714111328}}}, "16": {"train": {"loss_reduced": 0.09251295030117035, "pred": 2.0584347248077393, "loss_l2": 0.20729991793632507, "loss_mape": 4.921494960784912}}, "17": {"train": {"loss_reduced": 0.0754995197057724, "pred": 0.1037774533033371, "loss_l2": 3.7531468868255615, "loss_mape": 25.659818649291992}}, "18": {"train": {"loss_reduced": 0.07791894674301147, "pred": 0.6067262291908264, "loss_l2": 0.0005925489240325987, "loss_mape": 0.3124057650566101}}, "19": {"train": {"loss_reduced": 0.07402250915765762, "pred": 1.0989221334457397, "loss_l2": 0.26358091831207275, "loss_mape": 6.935746192932129}}, "20": {"train": {"loss_reduced": 0.06362898647785187, "pred": 0.6379532217979431, "loss_l2": 1.0987132787704468, "loss_mape": 16.473548889160156}, "valid": {"0": {"loss_reduced": 0.08635441958904266, "pred": 0.6232872009277344, "valid_loss_l2": 0.28829678893089294, "valid_loss_mape": 6.217779636383057}}}, "21": {"train": {"loss_reduced": 0.07487594336271286, "pred": 0.3274681270122528, "loss_l2": 0.30940142273902893, "loss_mape": 7.428803443908691}}, "22": {"train": {"loss_reduced": 0.07934032380580902, "pred": 0.5140945315361023, "loss_l2": 0.06918079406023026, "loss_mape": 3.3151166439056396}}, "23": {"train": {"loss_reduced": 0.07995465397834778, "pred": 0.16740301251411438, "loss_l2": 0.179682195186615, "loss_mape": 5.30162239074707}}, "24": {"train": {"loss_reduced": 0.0755397155880928, "pred": 0.05766806751489639, "loss_l2": 0.008793582208454609, "loss_mape": 1.2413880825042725}}, "25": {"train": {"loss_reduced": 0.09114010632038116, "pred": 0.10863879323005676, "loss_l2": 0.0009550182148814201, "loss_mape": 0.3390754163265228}, "valid": {"0": {"loss_reduced": 0.08510388433933258, "pred": 0.10583232343196869, "valid_loss_l2": 0.0004296681727282703, "valid_loss_mape": 0.24356630444526672}}}, "26": {"train": {"loss_reduced": 0.08197976648807526, "pred": 0.14270763099193573, "loss_l2": 0.00036051636561751366, "loss_mape": 0.23160919547080994}}, "27": {"train": {"loss_reduced": 0.0794546827673912, "pred": 0.03300301730632782, "loss_l2": 0.0046277130022645, "loss_mape": 0.8561772704124451}}, "28": {"train": {"loss_reduced": 0.08021315932273865, "pred": 2.6787569522857666, "loss_l2": 0.0027739061042666435, "loss_mape": 0.6565990447998047}}, "29": {"train": {"loss_reduced": 0.07932983338832855, "pred": 0.180122509598732, "loss_l2": 6.830945014953613, "loss_mape": 32.94608688354492}}, "30": {"train": {"loss_reduced": 0.0728733241558075, "pred": 0.48131993412971497, "loss_l2": 0.011489175260066986, "loss_mape": 1.4708752632141113}, "valid": {"0": {"loss_reduced": 0.07678890973329544, "pred": 0.4934888184070587, "valid_loss_l2": 0.17363882064819336, "valid_loss_mape": 5.426563739776611}}}, "31": {"train": {"loss_reduced": 0.07150717079639435, "pred": 0.5554101467132568, "loss_l2": 0.16691215336322784, "loss_mape": 5.7133965492248535}}, "32": {"train": {"loss_reduced": 0.08838826417922974, "pred": 0.08517707884311676, "loss_l2": 0.2231881320476532, "loss_mape": 5.344916820526123}}, "33": {"train": {"loss_reduced": 0.0751166120171547, "pred": 0.1376611888408661, "loss_l2": 0.00010062603541882709, "loss_mape": 0.13354240357875824}}, "34": {"train": {"loss_reduced": 0.07343740016222, "pred": 0.3327060341835022, "loss_l2": 0.004213368520140648, "loss_mape": 0.8838883638381958}}, "35": {"train": {"loss_reduced": 0.08716742694377899, "pred": 0.17681200802326202, "loss_l2": 0.060363370925188065, "loss_mape": 2.818593978881836}, "valid": {"0": {"loss_reduced": 0.09089658409357071, "pred": 0.17859235405921936, "valid_loss_l2": 0.007690547965466976, "valid_loss_mape": 0.964786171913147}}}, "36": {"train": {"loss_reduced": 0.0733102411031723, "pred": 0.11604306101799011, "loss_l2": 0.011948001570999622, "loss_mape": 1.4910184144973755}}, "37": {"train": {"loss_reduced": 0.07389812171459198, "pred": 0.10388244688510895, "loss_l2": 0.001620297902263701, "loss_mape": 0.5447083711624146}}, "38": {"train": {"loss_reduced": 0.06840591132640839, "pred": 0.03560100495815277, "loss_l2": 0.0009449791978113353, "loss_mape": 0.4493838846683502}}, "39": {"train": {"loss_reduced": 0.09483036398887634, "pred": 0.08230151236057281, "loss_l2": 0.003344239667057991, "loss_mape": 0.6098194718360901}}, "40": {"train": {"loss_reduced": 0.0915021076798439, "pred": 0.3139990568161011, "loss_l2": 0.00014706369256600738, "loss_mape": 0.1325322687625885}, "valid": {"0": {"loss_reduced": 0.0833081379532814, "pred": 0.2932818830013275, "valid_loss_l2": 0.044088978320360184, "valid_loss_mape": 2.520447015762329}}}, "41": {"train": {"loss_reduced": 0.06899886578321457, "pred": 0.023331843316555023, "loss_l2": 0.057582639157772064, "loss_mape": 3.4777939319610596}}, "42": {"train": {"loss_reduced": 0.08425946533679962, "pred": 0.1398770809173584, "loss_l2": 0.003818362718448043, "loss_mape": 0.7333645224571228}}, "43": {"train": {"loss_reduced": 0.08917868137359619, "pred": 0.12324637174606323, "loss_l2": 0.0036045864690095186, "loss_mape": 0.6732349991798401}}, "44": {"train": {"loss_reduced": 0.07707875221967697, "pred": 0.0569920539855957, "loss_l2": 0.0024220733903348446, "loss_mape": 0.6384971737861633}}, "45": {"train": {"loss_reduced": 0.07252510637044907, "pred": 0.06530823558568954, "loss_l2": 0.0003144382790196687, "loss_mape": 0.2445002645254135}, "valid": {"0": {"loss_reduced": 0.0800638347864151, "pred": 0.07263334095478058, "valid_loss_l2": 5.521224011317827e-05, "valid_loss_mape": 0.09280712157487869}}}, "46": {"train": {"loss_reduced": 0.08251772075891495, "pred": 2.8958747386932373, "loss_l2": 0.0001692504738457501, "loss_mape": 0.1576586216688156}}, "47": {"train": {"loss_reduced": 0.06845127791166306, "pred": 0.2869144380092621, "loss_l2": 7.773787498474121, "loss_mape": 40.731910705566406}}, "48": {"train": {"loss_reduced": 0.08603880554437637, "pred": 0.06459216773509979, "loss_l2": 0.04261946678161621, "loss_mape": 2.3994386196136475}}, "49": {"train": {"loss_reduced": 0.08988073468208313, "pred": 0.07025372236967087, "loss_l2": 0.0007348597282543778, "loss_mape": 0.30160295963287354}}, "50": {"train": {"loss_reduced": 0.04709164798259735, "pred": 0.11650140583515167, "loss_l2": 0.0009905316401273012, "loss_mape": 0.6683290004730225}, "valid": {"0": {"loss_reduced": 0.08551467955112457, "pred": 0.10937462002038956, "valid_loss_l2": 0.0005692967679351568, "valid_loss_mape": 0.2790157198905945}}}, "51": {"train": {"loss_reduced": 0.08354045450687408, "pred": 0.023589909076690674, "loss_l2": 0.0008028336451388896, "loss_mape": 0.33916884660720825}}, "52": {"train": {"loss_reduced": 0.08725331723690033, "pred": 0.27861642837524414, "loss_l2": 0.0040070549584925175, "loss_mape": 0.7254887819290161}}, "53": {"train": {"loss_reduced": 0.08419373631477356, "pred": 0.04300312697887421, "loss_l2": 0.03697911649942398, "loss_mape": 2.28401255607605}}, "54": {"train": {"loss_reduced": 0.0635150596499443, "pred": 0.015624480322003365, "loss_l2": 0.0004931470029987395, "loss_mape": 0.34963226318359375}}, "55": {"train": {"loss_reduced": 0.08348056674003601, "pred": 0.13324809074401855, "loss_l2": 0.004449024796485901, "loss_mape": 0.7990004420280457}, "valid": {"0": {"loss_reduced": 0.07328677177429199, "pred": 0.12346480041742325, "valid_loss_l2": 0.0025178345385938883, "valid_loss_mape": 0.6846805810928345}}}, "56": {"train": {"loss_reduced": 0.07640333473682404, "pred": 0.01622586138546467, "loss_l2": 0.0029124931897968054, "loss_mape": 0.7063503265380859}}, "57": {"train": {"loss_reduced": 0.08075391501188278, "pred": 0.15593308210372925, "loss_l2": 0.004389003850519657, "loss_mape": 0.8203881978988647}}, "58": {"train": {"loss_reduced": 0.07469821721315384, "pred": 0.06505656242370605, "loss_l2": 0.008958593010902405, "loss_mape": 1.2670964002609253}}, "59": {"train": {"loss_reduced": 0.08017685264348984, "pred": 0.03361990302801132, "loss_l2": 0.00021541310707107186, "loss_mape": 0.18305730819702148}}, "60": {"train": {"loss_reduced": 0.08181891590356827, "pred": 0.02858877368271351, "loss_l2": 0.0025797474663704634, "loss_mape": 0.6207759380340576}, "valid": {"0": {"loss_reduced": 0.08788041770458221, "pred": 0.03463514894247055, "valid_loss_l2": 0.002835058607161045, "valid_loss_mape": 0.6058831810951233}}}, "61": {"train": {"loss_reduced": 0.07307885587215424, "pred": 0.5917229652404785, "loss_l2": 0.0019252648344263434, "loss_mape": 0.6004177331924438}}, "62": {"train": {"loss_reduced": 0.08374142646789551, "pred": 0.08577775955200195, "loss_l2": 0.2897002696990967, "loss_mape": 6.42738151550293}}, "63": {"train": {"loss_reduced": 0.07353287190198898, "pred": 0.021363884210586548, "loss_l2": 6.088414374971762e-05, "loss_mape": 0.1061134859919548}}, "64": {"train": {"loss_reduced": 0.08865515887737274, "pred": 0.01401137188076973, "loss_l2": 0.0045099337585270405, "loss_mape": 0.757497251033783}}, "65": {"train": {"loss_reduced": 0.07961442321538925, "pred": 0.01445397175848484, "loss_l2": 0.004311530850827694, "loss_mape": 0.8247532248497009}, "valid": {"0": {"loss_reduced": 0.07537489384412766, "pred": 0.014609917998313904, "valid_loss_l2": 0.0036923822481185198, "valid_loss_mape": 0.8061699867248535}}}, "66": {"train": {"loss_reduced": 0.08874766528606415, "pred": 0.07853534072637558, "loss_l2": 0.005492711905390024, "loss_mape": 0.8350961208343506}}, "67": {"train": {"loss_reduced": 0.07657003402709961, "pred": 0.14617344737052917, "loss_l2": 2.0839638636971358e-07, "loss_mape": 0.005961921531707048}}, "68": {"train": {"loss_reduced": 0.09174808859825134, "pred": 0.06954725086688995, "loss_l2": 0.004388678818941116, "loss_mape": 0.7220543622970581}}, "69": {"train": {"loss_reduced": 0.07128347456455231, "pred": 0.040834274142980576, "loss_l2": 8.947274181991816e-06, "loss_mape": 0.04196203127503395}}, "70": {"train": {"loss_reduced": 0.06157848984003067, "pred": 0.02924806997179985, "loss_l2": 0.0004157283983658999, "loss_mape": 0.33111268281936646}, "valid": {"0": {"loss_reduced": 0.07081754505634308, "pred": 0.029336806386709213, "valid_loss_l2": 0.0017206516349688172, "valid_loss_mape": 0.5857409834861755}}}, "71": {"train": {"loss_reduced": 0.08529571443796158, "pred": 0.29157906770706177, "loss_l2": 0.0031337395776063204, "loss_mape": 0.6563027501106262}}, "72": {"train": {"loss_reduced": 0.08313368260860443, "pred": 0.057438768446445465, "loss_l2": 0.03806610032916069, "loss_mape": 2.3468871116638184}}, "73": {"train": {"loss_reduced": 0.07256528735160828, "pred": 0.03185345232486725, "loss_l2": 0.00021077427663840353, "loss_mape": 0.20006904006004333}}, "74": {"train": {"loss_reduced": 0.07096409797668457, "pred": 0.02765137143433094, "loss_l2": 0.001523326151072979, "loss_mape": 0.5499937534332275}}, "75": {"train": {"loss_reduced": 0.08317799866199493, "pred": 0.029806356877088547, "loss_l2": 0.003134003607556224, "loss_mape": 0.6730406284332275}, "valid": {"0": {"loss_reduced": 0.08693292737007141, "pred": 0.03017587959766388, "valid_loss_l2": 0.0032213623635470867, "valid_loss_mape": 0.6528831720352173}}}, "76": {"train": {"loss_reduced": 0.06843577325344086, "pred": 0.10055343806743622, "loss_l2": 0.0014447626890614629, "loss_mape": 0.5554117560386658}}, "77": {"train": {"loss_reduced": 0.08487734943628311, "pred": 0.08956940472126007, "loss_l2": 0.0002454277710057795, "loss_mape": 0.18457379937171936}}, "78": {"train": {"loss_reduced": 0.08897896856069565, "pred": 0.08181402832269669, "loss_l2": 3.836798043721501e-07, "loss_mape": 0.006961408071219921}}, "79": {"train": {"loss_reduced": 0.08863721042871475, "pred": 0.08835452049970627, "loss_l2": 4.7321998863480985e-05, "loss_mape": 0.0776096060872078}}, "80": {"train": {"loss_reduced": 0.08991795033216476, "pred": 0.09708201140165329, "loss_l2": 2.3302395675273146e-06, "loss_mape": 0.016976723447442055}, "valid": {"0": {"loss_reduced": 0.04263538867235184, "pred": 0.09691514819860458, "valid_loss_l2": 0.002946292283013463, "valid_loss_mape": 1.2731151580810547}}}, "81": {"train": {"loss_reduced": 0.0921892449259758, "pred": 0.037146300077438354, "loss_l2": 2.386361848039087e-05, "loss_mape": 0.05298926308751106}}, "82": {"train": {"loss_reduced": 0.06853196024894714, "pred": 0.06462819874286652, "loss_l2": 0.0009925311896950006, "loss_mape": 0.4597046971321106}}, "83": {"train": {"loss_reduced": 0.07504651695489883, "pred": 0.11467671394348145, "loss_l2": 0.00010872835264308378, "loss_mape": 0.1389443427324295}}, "84": {"train": {"loss_reduced": 0.08041491359472275, "pred": 0.08701994270086288, "loss_l2": 0.0011733155697584152, "loss_mape": 0.425961971282959}}, "85": {"train": {"loss_reduced": 0.0934123620390892, "pred": 0.07381868362426758, "loss_l2": 4.043076478410512e-05, "loss_mape": 0.06806935369968414}, "valid": {"0": {"loss_reduced": 0.07001306861639023, "pred": 0.07381938397884369, "valid_loss_l2": 1.448803686798783e-05, "valid_loss_mape": 0.05436578392982483}}}, "86": {"train": {"loss_reduced": 0.0942353755235672, "pred": 0.16669611632823944, "loss_l2": 0.000416121183661744, "loss_mape": 0.21646912395954132}}, "87": {"train": {"loss_reduced": 0.05946558713912964, "pred": 0.09689642488956451, "loss_l2": 0.011498399078845978, "loss_mape": 1.8032376766204834}}, "88": {"train": {"loss_reduced": 0.07969426363706589, "pred": 0.058359403163194656, "loss_l2": 0.00029592178179882467, "loss_mape": 0.21585464477539062}}, "89": {"train": {"loss_reduced": 0.0855080634355545, "pred": 0.04188445955514908, "loss_l2": 0.0007370628882199526, "loss_mape": 0.3175010681152344}}, "90": {"train": {"loss_reduced": 0.07464208453893661, "pred": 0.03632268309593201, "loss_l2": 0.0010727823246270418, "loss_mape": 0.438805490732193}, "valid": {"0": {"loss_reduced": 0.07960766553878784, "pred": 0.0357000008225441, "valid_loss_l2": 0.0019278830150142312, "valid_loss_mape": 0.5515506863594055}}}, "91": {"train": {"loss_reduced": 0.08118300884962082, "pred": 0.8847205638885498, "loss_l2": 0.002083011670038104, "loss_mape": 0.5621868968009949}}, "92": {"train": {"loss_reduced": 0.07536125183105469, "pred": 0.0957804024219513, "loss_l2": 0.6869561076164246, "loss_mape": 10.998067855834961}}, "93": {"train": {"loss_reduced": 0.07553572207689285, "pred": 0.36044740676879883, "loss_l2": 0.0003826578031294048, "loss_mape": 0.25897204875946045}}, "94": {"train": {"loss_reduced": 0.07698948681354523, "pred": 0.26730525493621826, "loss_l2": 0.07945315539836884, "loss_mape": 3.661205768585205}}, "95": {"train": {"loss_reduced": 0.0819043293595314, "pred": 0.13504549860954285, "loss_l2": 0.03809969872236252, "loss_mape": 2.3831639289855957}, "valid": {"0": {"loss_reduced": 0.09387937933206558, "pred": 0.12919756770133972, "valid_loss_l2": 0.00124737445730716, "valid_loss_mape": 0.3762081563472748}}}, "96": {"train": {"loss_reduced": 0.08916300535202026, "pred": 0.030422231182456017, "loss_l2": 0.0019904850050807, "loss_mape": 0.5003740191459656}}, "97": {"train": {"loss_reduced": 0.0859917476773262, "pred": 0.10437969863414764, "loss_l2": 0.0029177251271903515, "loss_mape": 0.6281529664993286}}, "98": {"train": {"loss_reduced": 0.07131102681159973, "pred": 0.08947134763002396, "loss_l2": 0.0010948911076411605, "loss_mape": 0.4640115201473236}}, "99": {"train": {"loss_reduced": 0.07571499049663544, "pred": 0.06463220715522766, "loss_l2": 0.00021688091510441154, "loss_mape": 0.19450411200523376}}, "100": {"train": {"loss_reduced": 0.05192237347364426, "pred": 0.04983920603990555, "loss_l2": 0.00016499542107339948, "loss_mape": 0.24738958477973938}, "valid": {"0": {"loss_reduced": 0.09125284850597382, "pred": 0.048980068415403366, "valid_loss_l2": 0.0017869878793135285, "valid_loss_mape": 0.4632488787174225}}}, "101": {"train": {"loss_reduced": 0.07695266604423523, "pred": 1.6657253503799438, "loss_l2": 0.0007635828806087375, "loss_mape": 0.3590909242630005}}, "102": {"train": {"loss_reduced": 0.07964688539505005, "pred": 0.1336282193660736, "loss_l2": 2.6846134662628174, "loss_mape": 20.57179069519043}}, "103": {"train": {"loss_reduced": 0.07062309980392456, "pred": 0.08114264905452728, "loss_l2": 0.00387085834518075, "loss_mape": 0.8809613585472107}}, "104": {"train": {"loss_reduced": 0.07798634469509125, "pred": 0.05161525309085846, "loss_l2": 2.8724725780193694e-05, "loss_mape": 0.0687241479754448}}, "105": {"train": {"loss_reduced": 0.0890359878540039, "pred": 0.03168460726737976, "loss_l2": 0.0014212931273505092, "loss_mape": 0.42342475056648254}, "valid": {"0": {"loss_reduced": 0.09602325409650803, "pred": 0.03339938446879387, "valid_loss_l2": 0.003921749535948038, "valid_loss_mape": 0.6521740555763245}}}, "106": {"train": {"loss_reduced": 0.0863042101264, "pred": 0.10498987883329391, "loss_l2": 0.002857578219845891, "loss_mape": 0.6193941235542297}}, "107": {"train": {"loss_reduced": 0.077386774122715, "pred": 0.07777126133441925, "loss_l2": 0.0007046478567644954, "loss_mape": 0.34301990270614624}}, "108": {"train": {"loss_reduced": 0.09320040047168732, "pred": 0.7885129451751709, "loss_l2": 0.00021929758077021688, "loss_mape": 0.15889094769954681}}, "109": {"train": {"loss_reduced": 0.06924312561750412, "pred": 0.050365954637527466, "loss_l2": 0.17703549563884735, "loss_mape": 6.076499938964844}}, "110": {"train": {"loss_reduced": 0.07648088783025742, "pred": 0.03533250838518143, "loss_l2": 0.0006810144986957312, "loss_mape": 0.34121274948120117}, "valid": {"0": {"loss_reduced": 0.06331237405538559, "pred": 0.03525485098361969, "valid_loss_l2": 0.0007872246205806732, "valid_loss_mape": 0.44316017627716064}}}, "111": {"train": {"loss_reduced": 0.07049684971570969, "pred": 0.2539864182472229, "loss_l2": 0.0012277242494747043, "loss_mape": 0.49702781438827515}}, "112": {"train": {"loss_reduced": 0.07667875289916992, "pred": 0.05738368257880211, "loss_l2": 0.02606610208749771, "loss_mape": 2.1055376529693604}}, "113": {"train": {"loss_reduced": 0.08884455263614655, "pred": 0.03866972774267197, "loss_l2": 0.0009624417289160192, "loss_mape": 0.34918567538261414}}, "114": {"train": {"loss_reduced": 0.08413928002119064, "pred": 0.033924371004104614, "loss_l2": 0.0020610226783901453, "loss_mape": 0.5395635366439819}}, "115": {"train": {"loss_reduced": 0.06437593698501587, "pred": 0.035020049661397934, "loss_l2": 0.0009250050643458962, "loss_mape": 0.47244200110435486}, "valid": {"0": {"loss_reduced": 0.08532999455928802, "pred": 0.0351819209754467, "valid_loss_l2": 0.002514829393476248, "valid_loss_mape": 0.5876957178115845}}}, "116": {"train": {"loss_reduced": 0.07231394201517105, "pred": 0.09775751084089279, "loss_l2": 0.0014002997195348144, "loss_mape": 0.5174739360809326}}, "117": {"train": {"loss_reduced": 0.09584714472293854, "pred": 0.1589699685573578, "loss_l2": 1.8029404600383714e-06, "loss_mape": 0.014009141363203526}}, "118": {"train": {"loss_reduced": 0.08249032497406006, "pred": 0.09274930506944656, "loss_l2": 0.005581064615398645, "loss_mape": 0.9056398272514343}}, "119": {"train": {"loss_reduced": 0.08501724153757095, "pred": 0.05864590406417847, "loss_l2": 5.95524106756784e-05, "loss_mape": 0.09077006578445435}}, "120": {"train": {"loss_reduced": 0.05955283343791962, "pred": 0.03826325014233589, "loss_l2": 1.1659149095066823e-06, "loss_mape": 0.01813138648867607}, "valid": {"0": {"loss_reduced": 0.057464271783828735, "pred": 0.039204128086566925, "valid_loss_l2": 0.00033343283575959504, "valid_loss_mape": 0.31776517629623413}}}, "121": {"train": {"loss_reduced": 0.09188761562108994, "pred": 0.10392444580793381, "loss_l2": 0.002834532642737031, "loss_mape": 0.5794070363044739}}, "122": {"train": {"loss_reduced": 0.07141249626874924, "pred": 0.08494453132152557, "loss_l2": 0.0010570742888376117, "loss_mape": 0.45527997612953186}}, "123": {"train": {"loss_reduced": 0.0798337385058403, "pred": 0.07042160630226135, "loss_l2": 2.427872459520586e-05, "loss_mape": 0.06172007694840431}}, "124": {"train": {"loss_reduced": 0.0761682540178299, "pred": 0.11626297980546951, "loss_l2": 2.349035275983624e-05, "loss_mape": 0.06363129615783691}}, "125": {"train": {"loss_reduced": 0.07423286885023117, "pred": 0.04984031617641449, "loss_l2": 0.00280373590067029, "loss_mape": 0.7133001089096069}, "valid": {"0": {"loss_reduced": 0.07912147045135498, "pred": 0.04989448934793472, "valid_loss_l2": 0.000854216399602592, "valid_loss_mape": 0.36939379572868347}}}, "126": {"train": {"loss_reduced": 0.0861670970916748, "pred": 0.07735012471675873, "loss_l2": 0.0013112790184095502, "loss_mape": 0.420248419046402}}, "127": {"train": {"loss_reduced": 0.0740644782781601, "pred": 0.22084444761276245, "loss_l2": 4.045743935421342e-06, "loss_mape": 0.027157464995980263}}, "128": {"train": {"loss_reduced": 0.09577751904726028, "pred": 0.13453534245491028, "loss_l2": 0.01543922908604145, "loss_mape": 1.2973263263702393}}, "129": {"train": {"loss_reduced": 0.07917031645774841, "pred": 0.2408449649810791, "loss_l2": 0.0035118795931339264, "loss_mape": 0.748526930809021}}, "130": {"train": {"loss_reduced": 0.0624869242310524, "pred": 0.1662154644727707, "loss_l2": 0.03176270052790642, "loss_mape": 2.8521316051483154}, "valid": {"0": {"loss_reduced": 0.05609552562236786, "pred": 0.16539469361305237, "valid_loss_l2": 0.011946308426558971, "valid_loss_mape": 1.9484471082687378}}}, "131": {"train": {"loss_reduced": 0.0775505006313324, "pred": 0.010481009259819984, "loss_l2": 0.0076990691013634205, "loss_mape": 1.1314477920532227}}, "132": {"train": {"loss_reduced": 0.0888214185833931, "pred": 0.26762643456459045, "loss_l2": 0.006364727858453989, "loss_mape": 0.8981982469558716}}, "133": {"train": {"loss_reduced": 0.07694604992866516, "pred": 0.016774065792560577, "loss_l2": 0.03866591304540634, "loss_mape": 2.555511236190796}}, "134": {"train": {"loss_reduced": 0.07823286205530167, "pred": 0.017593979835510254, "loss_l2": 0.0038424525409936905, "loss_mape": 0.7923462986946106}}, "135": {"train": {"loss_reduced": 0.06129831075668335, "pred": 0.029669499024748802, "loss_l2": 0.001962340669706464, "loss_mape": 0.7226677536964417}, "valid": {"0": {"loss_reduced": 0.08496713638305664, "pred": 0.030479781329631805, "valid_loss_l2": 0.0029688719660043716, "valid_loss_mape": 0.6412756443023682}}}, "136": {"train": {"loss_reduced": 0.07336914539337158, "pred": 0.4874832332134247, "loss_l2": 0.0018592126434668899, "loss_mape": 0.5876937508583069}}, "137": {"train": {"loss_reduced": 0.07344229519367218, "pred": 0.051851678639650345, "loss_l2": 0.20916898548603058, "loss_mape": 6.22733736038208}}, "138": {"train": {"loss_reduced": 0.07430770993232727, "pred": 0.03303850442171097, "loss_l2": 0.0005100893322378397, "loss_mape": 0.3039409816265106}}, "139": {"train": {"loss_reduced": 0.0925452783703804, "pred": 0.02582225203514099, "loss_l2": 0.003535741474479437, "loss_mape": 0.6425189971923828}}, "140": {"train": {"loss_reduced": 0.09014616906642914, "pred": 0.02289612591266632, "loss_l2": 0.004141888581216335, "loss_mape": 0.7139238715171814}, "valid": {"0": {"loss_reduced": 0.07780954241752625, "pred": 0.022935664281249046, "valid_loss_l2": 0.0030111423693597317, "valid_loss_mape": 0.7052332758903503}}}, "141": {"train": {"loss_reduced": 0.07929874211549759, "pred": 0.07577554881572723, "loss_l2": 0.0031798332929611206, "loss_mape": 0.7111085057258606}}, "142": {"train": {"loss_reduced": 0.07528792321681976, "pred": 0.13796810805797577, "loss_l2": 2.4638575268909335e-07, "loss_mape": 0.006592990830540657}}, "143": {"train": {"loss_reduced": 0.07760962843894958, "pred": 0.05504349246621132, "loss_l2": 0.003674285253509879, "loss_mape": 0.7810356020927429}}, "144": {"train": {"loss_reduced": 0.07938967645168304, "pred": 0.05288444086909294, "loss_l2": 0.000622828840278089, "loss_mape": 0.31435495615005493}}, "145": {"train": {"loss_reduced": 0.09920092672109604, "pred": 0.056133199483156204, "loss_l2": 0.0020862834062427282, "loss_mape": 0.46043774485588074}, "valid": {"0": {"loss_reduced": 0.07475003600120544, "pred": 0.05593917518854141, "valid_loss_l2": 0.00035384847433306277, "valid_loss_mape": 0.2516501843929291}}}, "146": {"train": {"loss_reduced": 0.07508447766304016, "pred": 0.14618617296218872, "loss_l2": 0.0003709097218234092, "loss_mape": 0.25649797916412354}}, "147": {"train": {"loss_reduced": 0.08243738114833832, "pred": 0.07862263917922974, "loss_l2": 0.004017967265099287, "loss_mape": 0.7689161896705627}}, "148": {"train": {"loss_reduced": 0.07304226607084274, "pred": 0.04683180898427963, "loss_l2": 3.103131166426465e-05, "loss_mape": 0.07626509666442871}}, "149": {"train": {"loss_reduced": 0.09143603593111038, "pred": 0.03810063749551773, "loss_l2": 0.0019881748594343662, "loss_mape": 0.48765185475349426}}, "150": {"train": {"loss_reduced": 0.07720541954040527, "pred": 0.03763876110315323, "loss_l2": 0.0015252383891493082, "loss_mape": 0.5058491826057434}, "valid": {"0": {"loss_reduced": 0.07119391858577728, "pred": 0.037596020847558975, "valid_loss_l2": 0.001128818723373115, "valid_loss_mape": 0.471920907497406}}}, "151": {"train": {"loss_reduced": 0.06539574265480042, "pred": 0.09898659586906433, "loss_l2": 0.0007724722381681204, "loss_mape": 0.42500296235084534}}, "152": {"train": {"loss_reduced": 0.09715329855680466, "pred": 0.14879845082759857, "loss_l2": 3.360432629051502e-06, "loss_mape": 0.018868615850806236}}, "153": {"train": {"loss_reduced": 0.08480731397867203, "pred": 0.09001202881336212, "loss_l2": 0.004102064296603203, "loss_mape": 0.7552103400230408}}, "154": {"train": {"loss_reduced": 0.07506024092435837, "pred": 0.05395643040537834, "loss_l2": 0.00022332742810249329, "loss_mape": 0.19909533858299255}}, "155": {"train": {"loss_reduced": 0.06246163696050644, "pred": 0.03622037172317505, "loss_l2": 7.22292679711245e-05, "loss_mape": 0.13606400787830353}, "valid": {"0": {"loss_reduced": 0.08225426077842712, "pred": 0.036201730370521545, "valid_loss_l2": 0.0021208354737609625, "valid_loss_mape": 0.5598801970481873}}}, "156": {"train": {"loss_reduced": 0.0783667042851448, "pred": 0.09691289067268372, "loss_l2": 0.0017777668545022607, "loss_mape": 0.5380291938781738}}, "157": {"train": {"loss_reduced": 0.08533485233783722, "pred": 0.10299630463123322, "loss_l2": 0.00012459285790100694, "loss_mape": 0.13080373406410217}}, "158": {"train": {"loss_reduced": 0.07679077237844467, "pred": 0.010990586131811142, "loss_l2": 0.0006497473805211484, "loss_mape": 0.33194276690483093}}, "159": {"train": {"loss_reduced": 0.07352200150489807, "pred": 0.048616450279951096, "loss_l2": 0.004022075328975916, "loss_mape": 0.8625966906547546}}, "160": {"train": {"loss_reduced": 0.07737885415554047, "pred": 0.07302175462245941, "loss_l2": 0.0007278810953721404, "loss_mape": 0.34866464138031006}, "valid": {"0": {"loss_reduced": 0.08740893751382828, "pred": 0.07361261546611786, "valid_loss_l2": 0.00019033849821425974, "valid_loss_mape": 0.15783651173114777}}}, "161": {"train": {"loss_reduced": 0.06769288331270218, "pred": 0.01609855145215988, "loss_l2": 2.2639489543507807e-05, "loss_mape": 0.0702894777059555}}, "162": {"train": {"loss_reduced": 0.08434517681598663, "pred": 0.05012795701622963, "loss_l2": 0.004561810288578272, "loss_mape": 0.8007710576057434}}, "163": {"train": {"loss_reduced": 0.0896453931927681, "pred": 0.09719419479370117, "loss_l2": 0.0015642616199329495, "loss_mape": 0.44119107723236084}}, "164": {"train": {"loss_reduced": 0.07839439064264297, "pred": 0.1109091192483902, "loss_l2": 0.00035461917286738753, "loss_mape": 0.24021278321743011}}, "165": {"train": {"loss_reduced": 0.06757241487503052, "pred": 0.08287404477596283, "loss_l2": 0.0018470307113602757, "loss_mape": 0.6360153555870056}, "valid": {"0": {"loss_reduced": 0.08291441202163696, "pred": 0.08287268877029419, "valid_loss_l2": 1.7408297026122455e-09, "valid_loss_mape": 0.0005032086628489196}}}, "166": {"train": {"loss_reduced": 0.09661807864904404, "pred": 0.18428626656532288, "loss_l2": 0.0001880562340375036, "loss_mape": 0.14193367958068848}}, "167": {"train": {"loss_reduced": 0.07954529672861099, "pred": 0.10616876184940338, "loss_l2": 0.011193232610821724, "loss_mape": 1.3300355672836304}}, "168": {"train": {"loss_reduced": 0.08525074273347855, "pred": 0.06489431858062744, "loss_l2": 0.0004345203924458474, "loss_mape": 0.2445157915353775}}, "169": {"train": {"loss_reduced": 0.07021837681531906, "pred": 0.04449717700481415, "loss_l2": 2.8358608687995e-05, "loss_mape": 0.0758388414978981}}, "170": {"train": {"loss_reduced": 0.05546610802412033, "pred": 0.03463977575302124, "loss_l2": 0.00012031777441734448, "loss_mape": 0.19775943458080292}, "valid": {"0": {"loss_reduced": 0.06903241574764252, "pred": 0.034640103578567505, "valid_loss_l2": 0.0011828311253339052, "valid_loss_mape": 0.4982052445411682}}}, "171": {"train": {"loss_reduced": 0.08751694858074188, "pred": 0.08849051594734192, "loss_l2": 0.0027959567960351706, "loss_mape": 0.6041893362998962}}, "172": {"train": {"loss_reduced": 0.07954706251621246, "pred": 0.11172999441623688, "loss_l2": 7.998535875231028e-05, "loss_mape": 0.11242971569299698}}, "173": {"train": {"loss_reduced": 0.07041841745376587, "pred": 0.07606180757284164, "loss_l2": 0.0017065638676285744, "loss_mape": 0.5866445302963257}}, "174": {"train": {"loss_reduced": 0.07553403079509735, "pred": 0.055883411318063736, "loss_l2": 2.930213724994246e-07, "loss_mape": 0.007166497875005007}}, "175": {"train": {"loss_reduced": 0.06756941974163055, "pred": 0.04789024591445923, "loss_l2": 0.00013668480096384883, "loss_mape": 0.17302542924880981}, "valid": {"0": {"loss_reduced": 0.09737850725650787, "pred": 0.047889456152915955, "valid_loss_l2": 0.00244916626252234, "valid_loss_mape": 0.5082132816314697}}}, "176": {"train": {"loss_reduced": 0.09133894741535187, "pred": 0.1133505180478096, "loss_l2": 0.0018877586117014289, "loss_mape": 0.4756825566291809}}, "177": {"train": {"loss_reduced": 0.07335136085748672, "pred": 0.08394744992256165, "loss_l2": 0.0015999331371858716, "loss_mape": 0.5453091263771057}}, "178": {"train": {"loss_reduced": 0.07999493181705475, "pred": 0.06525059044361115, "loss_l2": 1.5622399587300606e-05, "loss_mape": 0.04940960556268692}}, "179": {"train": {"loss_reduced": 0.07947759330272675, "pred": 0.059654541313648224, "loss_l2": 0.00020240760932210833, "loss_mape": 0.1790064573287964}}, "180": {"train": {"loss_reduced": 0.0667409598827362, "pred": 0.05851983278989792, "loss_l2": 5.0217433454236016e-05, "loss_mape": 0.10617806762456894}, "valid": {"0": {"loss_reduced": 0.07522016018629074, "pred": 0.05851983278989792, "valid_loss_l2": 0.0002789009304251522, "valid_loss_mape": 0.22201929986476898}}}, "181": {"train": {"loss_reduced": 0.07417042553424835, "pred": 0.12559622526168823, "loss_l2": 0.00024494106764905155, "loss_mape": 0.21100853383541107}}, "182": {"train": {"loss_reduced": 0.07729964703321457, "pred": 0.07826574146747589, "loss_l2": 0.0023325595539063215, "loss_mape": 0.6247968673706055}}, "183": {"train": {"loss_reduced": 0.08399364352226257, "pred": 0.057343173772096634, "loss_l2": 3.2808860851218924e-05, "loss_mape": 0.06819447129964828}}, "184": {"train": {"loss_reduced": 0.08406317979097366, "pred": 0.05263655260205269, "loss_l2": 0.0007139586959965527, "loss_mape": 0.31785622239112854}}, "185": {"train": {"loss_reduced": 0.07606589049100876, "pred": 0.055746890604496, "loss_l2": 0.0005489338655024767, "loss_mape": 0.3080137073993683}, "valid": {"0": {"loss_reduced": 0.07718000560998917, "pred": 0.055746890604496, "valid_loss_l2": 0.0004593784105964005, "valid_loss_mape": 0.2777029573917389}}}, "186": {"train": {"loss_reduced": 0.08340029418468475, "pred": 0.12138745933771133, "loss_l2": 0.0007647107122465968, "loss_mape": 0.331574410200119}}, "187": {"train": {"loss_reduced": 0.08227451145648956, "pred": 0.08312436938285828, "loss_l2": 0.001529822708107531, "loss_mape": 0.47539567947387695}}, "188": {"train": {"loss_reduced": 0.0708441212773323, "pred": 0.05676158517599106, "loss_l2": 0.00015080449520610273, "loss_mape": 0.1733418107032776}}, "189": {"train": {"loss_reduced": 0.07538206875324249, "pred": 0.04805361479520798, "loss_l2": 0.0003467224014457315, "loss_mape": 0.24701476097106934}}, "190": {"train": {"loss_reduced": 0.06828320026397705, "pred": 0.047478221356868744, "loss_l2": 0.00040923626511357725, "loss_mape": 0.29626011848449707}, "valid": {"0": {"loss_reduced": 0.09908618032932281, "pred": 0.04747822880744934, "valid_loss_l2": 0.0026633806992322206, "valid_loss_mape": 0.5208390355110168}}}, "191": {"train": {"loss_reduced": 0.07707267254590988, "pred": 0.10263840854167938, "loss_l2": 0.0008758311159908772, "loss_mape": 0.38398101925849915}}, "192": {"train": {"loss_reduced": 0.07534712553024292, "pred": 0.07758037000894547, "loss_l2": 0.0007448141113854945, "loss_mape": 0.3622073531150818}}, "193": {"train": {"loss_reduced": 0.0743480995297432, "pred": 0.06169654801487923, "loss_l2": 1.0447572094562929e-05, "loss_mape": 0.043474823236465454}}, "194": {"train": {"loss_reduced": 0.08975019305944443, "pred": 0.06682945787906647, "loss_l2": 0.0007870069821365178, "loss_mape": 0.3125747740268707}}, "195": {"train": {"loss_reduced": 0.07175164669752121, "pred": 0.0751110166311264, "loss_l2": 2.4228089387179352e-05, "loss_mape": 0.06860056519508362}, "valid": {"0": {"loss_reduced": 0.08682789653539658, "pred": 0.0751110315322876, "valid_loss_l2": 0.00013728492194786668, "valid_loss_mape": 0.13494355976581573}}}, "196": {"train": {"loss_reduced": 0.06927086412906647, "pred": 0.0377470962703228, "loss_l2": 3.4107382816728204e-05, "loss_mape": 0.0843089297413826}}, "197": {"train": {"loss_reduced": 0.07356821000576019, "pred": 0.059121135622262955, "loss_l2": 0.0012831521453335881, "loss_mape": 0.48691022396087646}}, "198": {"train": {"loss_reduced": 0.0777658149600029, "pred": 0.10227623581886292, "loss_l2": 0.0003476240672171116, "loss_mape": 0.23975418508052826}}, "199": {"train": {"loss_reduced": 0.0933670848608017, "pred": 0.12026172876358032, "loss_l2": 7.937297050375491e-05, "loss_mape": 0.09542068094015121}}, "200": {"train": {"loss_reduced": 0.07663596421480179, "pred": 0.08878854662179947, "loss_l2": 0.0019032047130167484, "loss_mape": 0.5692592859268188}, "valid": {"0": {"loss_reduced": 0.0880957618355751, "pred": 0.08878855407238007, "valid_loss_l2": 4.799611019734584e-07, "valid_loss_mape": 0.007864081300795078}}}, "201": {"train": {"loss_reduced": 0.0804487094283104, "pred": 0.04278417304158211, "loss_l2": 6.955276330700144e-05, "loss_mape": 0.10366641730070114}}, "202": {"train": {"loss_reduced": 0.07750602066516876, "pred": 0.0606486052274704, "loss_l2": 0.0012056067353114486, "loss_mape": 0.4479890465736389}}, "203": {"train": {"loss_reduced": 0.06917890906333923, "pred": 0.08975955843925476, "loss_l2": 7.276608084794134e-05, "loss_mape": 0.12330786883831024}}, "204": {"train": {"loss_reduced": 0.07410390675067902, "pred": 0.08656594157218933, "loss_l2": 0.00024509942159056664, "loss_mape": 0.21126621961593628}}, "205": {"train": {"loss_reduced": 0.09631999582052231, "pred": 0.09568542242050171, "loss_l2": 9.514157136436552e-05, "loss_mape": 0.10126718133687973}, "valid": {"0": {"loss_reduced": 0.09827128052711487, "pred": 0.0956854373216629, "valid_loss_l2": 6.686585038551129e-06, "valid_loss_mape": 0.026313316076993942}}}, "206": {"train": {"loss_reduced": 0.06614458560943604, "pred": 0.0482972227036953, "loss_l2": 0.0008726619416847825, "loss_mape": 0.4466102719306946}}, "207": {"train": {"loss_reduced": 0.08893851190805435, "pred": 0.050505753606557846, "loss_l2": 0.0016517144395038486, "loss_mape": 0.45695939660072327}}, "208": {"train": {"loss_reduced": 0.08831585198640823, "pred": 0.06794818490743637, "loss_l2": 0.0014296035515144467, "loss_mape": 0.4281235635280609}}, "209": {"train": {"loss_reduced": 0.07323666661977768, "pred": 0.0914587676525116, "loss_l2": 2.7968038921244442e-05, "loss_mape": 0.07221084833145142}}, "210": {"train": {"loss_reduced": 0.07580381631851196, "pred": 0.09495992958545685, "loss_l2": 0.0002450770407449454, "loss_mape": 0.20651911199092865}, "valid": {"0": {"loss_reduced": 0.08331304043531418, "pred": 0.09495992958545685, "valid_loss_l2": 0.0001356500288238749, "valid_loss_mape": 0.13979671895503998}}}, "211": {"train": {"loss_reduced": 0.08407407999038696, "pred": 0.04544646292924881, "loss_l2": 0.00011850188457174227, "loss_mape": 0.12947934865951538}}, "212": {"train": {"loss_reduced": 0.08101529628038406, "pred": 0.06031685322523117, "loss_l2": 0.0012651418801397085, "loss_mape": 0.43903848528862}}, "213": {"train": {"loss_reduced": 0.07437068223953247, "pred": 0.0897030234336853, "loss_l2": 0.00019751010404434055, "loss_mape": 0.18897001445293427}}, "214": {"train": {"loss_reduced": 0.08202468603849411, "pred": 0.10343839228153229, "loss_l2": 5.8956866268999875e-05, "loss_mape": 0.09361007809638977}}, "215": {"train": {"loss_reduced": 0.08139418065547943, "pred": 0.08510150015354156, "loss_l2": 0.0004859469481743872, "loss_mape": 0.27083268761634827}, "valid": {"0": {"loss_reduced": 0.06886498630046844, "pred": 0.08510150015354156, "valid_loss_l2": 0.0002636243880260736, "valid_loss_mape": 0.23577313125133514}}}, "216": {"train": {"loss_reduced": 0.08066869527101517, "pred": 0.0410161167383194, "loss_l2": 1.964969305845443e-05, "loss_mape": 0.05495065078139305}}, "217": {"train": {"loss_reduced": 0.08838476985692978, "pred": 0.06693471968173981, "loss_l2": 0.002243789378553629, "loss_mape": 0.5359368324279785}}, "218": {"train": {"loss_reduced": 0.07953569293022156, "pred": 0.11216044425964355, "loss_l2": 0.00015878453268669546, "loss_mape": 0.15843167901039124}}, "219": {"train": {"loss_reduced": 0.07103916257619858, "pred": 0.09127320349216461, "loss_l2": 0.0016909597907215357, "loss_mape": 0.5788536667823792}}, "220": {"train": {"loss_reduced": 0.06688767671585083, "pred": 0.06642748415470123, "loss_l2": 0.0005946538876742125, "loss_mape": 0.36457428336143494}, "valid": {"0": {"loss_reduced": 0.08438828587532043, "pred": 0.06642749160528183, "valid_loss_l2": 0.0003225901164114475, "valid_loss_mape": 0.2128351628780365}}}, "221": {"train": {"loss_reduced": 0.07929651439189911, "pred": 0.1356847882270813, "loss_l2": 0.0001656119420658797, "loss_mape": 0.16228999197483063}}, "222": {"train": {"loss_reduced": 0.08153572678565979, "pred": 0.08453228324651718, "loss_l2": 0.0029321208130568266, "loss_mape": 0.6641145348548889}}, "223": {"train": {"loss_reduced": 0.06615155935287476, "pred": 0.05196363478899002, "loss_l2": 0.0003378510009497404, "loss_mape": 0.2778577506542206}}, "224": {"train": {"loss_reduced": 0.08974428474903107, "pred": 0.04268160089850426, "loss_l2": 0.001427377457730472, "loss_mape": 0.42098113894462585}}, "225": {"train": {"loss_reduced": 0.07623398303985596, "pred": 0.04151150956749916, "loss_l2": 0.0011257625883445144, "loss_mape": 0.4401237368583679}, "valid": {"0": {"loss_reduced": 0.08277616649866104, "pred": 0.04151150956749916, "valid_loss_l2": 0.0017027718713507056, "valid_loss_mape": 0.49850890040397644}}}, "226": {"train": {"loss_reduced": 0.07359879463911057, "pred": 0.08777986466884613, "loss_l2": 0.001029593637213111, "loss_mape": 0.4359756410121918}}, "227": {"train": {"loss_reduced": 0.07370800524950027, "pred": 0.08443576097488403, "loss_l2": 0.0001980172237381339, "loss_mape": 0.190913587808609}}, "228": {"train": {"loss_reduced": 0.07829373329877853, "pred": 0.07385615259408951, "loss_l2": 3.772450509131886e-05, "loss_mape": 0.07844851911067963}}, "229": {"train": {"loss_reduced": 0.08974604308605194, "pred": 0.08369462192058563, "loss_l2": 0.0002524886222090572, "loss_mape": 0.17705394327640533}}, "230": {"train": {"loss_reduced": 0.08350809663534164, "pred": 0.09313593804836273, "loss_l2": 3.479168242392916e-08, "loss_mape": 0.0022336191032081842}, "valid": {"0": {"loss_reduced": 0.07972797006368637, "pred": 0.09313595294952393, "valid_loss_l2": 0.0001797740114852786, "valid_loss_mape": 0.16817162930965424}}}, "231": {"train": {"loss_reduced": 0.08988405764102936, "pred": 0.048755545169115067, "loss_l2": 1.0574725820333697e-05, "loss_mape": 0.03617861121892929}}, "232": {"train": {"loss_reduced": 0.07989722490310669, "pred": 0.07595786452293396, "loss_l2": 0.000969804241321981, "loss_mape": 0.3897717297077179}}, "233": {"train": {"loss_reduced": 0.07566355913877487, "pred": 0.10465063154697418, "loss_l2": 8.661565686907124e-08, "loss_mape": 0.0038896582555025816}}, "234": {"train": {"loss_reduced": 0.06795627623796463, "pred": 0.08036769926548004, "loss_l2": 0.0013464756775647402, "loss_mape": 0.5399700999259949}}, "235": {"train": {"loss_reduced": 0.08312132954597473, "pred": 0.06637004017829895, "loss_l2": 7.582479611301096e-06, "loss_mape": 0.03312784060835838}, "valid": {"0": {"loss_reduced": 0.08402487635612488, "pred": 0.06637004017829895, "valid_loss_l2": 0.00031169323483482003, "valid_loss_mape": 0.21011438965797424}}}, "236": {"train": {"loss_reduced": 0.08156906068325043, "pred": 0.12840527296066284, "loss_l2": 0.0002310102281626314, "loss_mape": 0.18633314967155457}}, "237": {"train": {"loss_reduced": 0.07096443325281143, "pred": 0.08454421162605286, "loss_l2": 0.003299450036138296, "loss_mape": 0.8094313740730286}}, "238": {"train": {"loss_reduced": 0.0982784703373909, "pred": 0.06738564372062683, "loss_l2": 0.0001886298559838906, "loss_mape": 0.13974839448928833}}, "239": {"train": {"loss_reduced": 0.06322374939918518, "pred": 0.056263864040374756, "loss_l2": 1.7321364794042893e-05, "loss_mape": 0.06582801789045334}}, "240": {"train": {"loss_reduced": 0.0921601876616478, "pred": 0.056239284574985504, "loss_l2": 0.0012885460164397955, "loss_mape": 0.3894992470741272}, "valid": {"0": {"loss_reduced": 0.0754217877984047, "pred": 0.056239284574985504, "valid_loss_l2": 0.0003679684305097908, "valid_loss_mape": 0.2543363571166992}}}, "241": {"train": {"loss_reduced": 0.07701220363378525, "pred": 0.11281142383813858, "loss_l2": 0.00043151417048648, "loss_mape": 0.2697354257106781}}, "242": {"train": {"loss_reduced": 0.07534533739089966, "pred": 0.07690899074077606, "loss_l2": 0.001403707661665976, "loss_mape": 0.49725818634033203}}, "243": {"train": {"loss_reduced": 0.07827186584472656, "pred": 0.059342242777347565, "loss_l2": 1.857428514995263e-06, "loss_mape": 0.01741206832230091}}, "244": {"train": {"loss_reduced": 0.08106778562068939, "pred": 0.05653543025255203, "loss_l2": 0.0004719991993624717, "loss_mape": 0.2679923176765442}}, "245": {"train": {"loss_reduced": 0.09703609347343445, "pred": 0.06595528870820999, "loss_l2": 0.0016403039917349815, "loss_mape": 0.4173773527145386}, "valid": {"0": {"loss_reduced": 0.07627137005329132, "pred": 0.06595529615879059, "valid_loss_l2": 0.00010642137931426987, "valid_loss_mape": 0.1352548599243164}}}, "246": {"train": {"loss_reduced": 0.07811713963747025, "pred": 0.12807686626911163, "loss_l2": 0.0001479108032071963, "loss_mape": 0.15568745136260986}}, "247": {"train": {"loss_reduced": 0.08790741115808487, "pred": 0.08388934284448624, "loss_l2": 0.0016135851619765162, "loss_mape": 0.4569518566131592}}, "248": {"train": {"loss_reduced": 0.06795545667409897, "pred": 0.05616739019751549, "loss_l2": 0.0002538887201808393, "loss_mape": 0.23447544872760773}}, "249": {"train": {"loss_reduced": 0.07795228809118271, "pred": 0.04698546230792999, "loss_l2": 0.0004745817859657109, "loss_mape": 0.2794645130634308}}, "250": {"train": {"loss_reduced": 0.06278479844331741, "pred": 0.044888366013765335, "loss_l2": 0.0002496192464604974, "loss_mape": 0.2516428232192993}, "valid": {"0": {"loss_reduced": 0.1034649908542633, "pred": 0.04488837346434593, "valid_loss_l2": 0.0034312200732529163, "valid_loss_mape": 0.5661491751670837}}}}
|