Upload res_CIFAR2_32_lr0.0005_ep100_bs2048_attr_ckpts/md_0/step_10/pred_target.json with huggingface_hub

res_CIFAR2_32_lr0.0005_ep100_bs2048_attr_ckpts/md_0/step_10/pred_target.json

@@ -0,0 +1 @@
+{"1": {"train": {"loss_reduced": 0.14591729640960693, "pred": 0.18672530353069305, "loss_l2": 1.4958901405334473, "loss_mape": 8.381911277770996}}, "2": {"train": {"loss_reduced": 0.1471327543258667, "pred": 0.08182880282402039, "loss_l2": 0.001684845774434507, "loss_mape": 0.27897849678993225}}, "3": {"train": {"loss_reduced": 0.14397430419921875, "pred": 0.06266650557518005, "loss_l2": 0.003666640492156148, "loss_mape": 0.42058053612709045}}, "4": {"train": {"loss_reduced": 0.14133167266845703, "pred": 0.06163781136274338, "loss_l2": 0.006273579318076372, "loss_mape": 0.560425877571106}}, "5": {"train": {"loss_reduced": 0.15220153331756592, "pred": 0.0738181471824646, "loss_l2": 0.008072435855865479, "loss_mape": 0.5903142690658569}, "valid": {"0": {"loss_reduced": 0.1444157361984253, "pred": 0.0710795670747757, "valid_loss_l2": 0.005378193687647581, "valid_loss_mape": 0.5078128576278687}}}, "6": {"train": {"loss_reduced": 0.14577341079711914, "pred": 0.4158615469932556, "loss_l2": 0.005246926099061966, "loss_mape": 0.4969059228897095}}, "7": {"train": {"loss_reduced": 0.1441119909286499, "pred": 0.1213480532169342, "loss_l2": 0.06955031305551529, "loss_mape": 1.8299930095672607}}, "8": {"train": {"loss_reduced": 0.1490858793258667, "pred": 0.06372465193271637, "loss_l2": 0.0006479937001131475, "loss_mape": 0.1707453578710556}}, "9": {"train": {"loss_reduced": 0.14770567417144775, "pred": 0.053002990782260895, "loss_l2": 0.007031254004687071, "loss_mape": 0.5677004456520081}}, "10": {"train": {"loss_reduced": 0.1425093412399292, "pred": 0.06474621593952179, "loss_l2": 0.00819547101855278, "loss_mape": 0.6352484226226807}, "valid": {"0": {"loss_reduced": 0.13520419597625732, "pred": 0.06457775086164474, "valid_loss_l2": 0.004988094791769981, "valid_loss_mape": 0.5223687291145325}}}, "11": {"train": {"loss_reduced": 0.14683997631072998, "pred": 0.3136294186115265, "loss_l2": 0.006680233869701624, "loss_mape": 0.556610643863678}}, "12": {"train": {"loss_reduced": 0.1490117311477661, "pred": 0.12511205673217773, "loss_l2": 0.027100112289190292, "loss_mape": 1.1047526597976685}}, "13": {"train": {"loss_reduced": 0.1441267728805542, "pred": 0.07539239525794983, "loss_l2": 0.0003352608473505825, "loss_mape": 0.12704183161258698}}, "14": {"train": {"loss_reduced": 0.14620935916900635, "pred": 0.06757809221744537, "loss_l2": 0.005102140363305807, "loss_mape": 0.48854100704193115}}, "15": {"train": {"loss_reduced": 0.1346604824066162, "pred": 0.08420704305171967, "loss_l2": 0.004055091179907322, "loss_mape": 0.4728900194168091}, "valid": {"0": {"loss_reduced": 0.14254844188690186, "pred": 0.08197788149118423, "valid_loss_l2": 0.0036687927786260843, "valid_loss_mape": 0.42491212487220764}}}, "16": {"train": {"loss_reduced": 0.14703762531280518, "pred": 0.26765376329421997, "loss_l2": 0.004354932811111212, "loss_mape": 0.4488097131252289}}, "17": {"train": {"loss_reduced": 0.13877010345458984, "pred": 0.13906070590019226, "loss_l2": 0.017895398661494255, "loss_mape": 0.9639949798583984}}, "18": {"train": {"loss_reduced": 0.14539062976837158, "pred": 0.08496861904859543, "loss_l2": 8.037898078327999e-05, "loss_mape": 0.06166444718837738}}, "19": {"train": {"loss_reduced": 0.14563941955566406, "pred": 0.07234425842761993, "loss_l2": 0.0037217005155980587, "loss_mape": 0.4188820719718933}}, "20": {"train": {"loss_reduced": 0.1489429473876953, "pred": 0.08174161612987518, "loss_l2": 0.0056763808242976665, "loss_mape": 0.5058431029319763}, "valid": {"0": {"loss_reduced": 0.15015637874603271, "pred": 0.07550590485334396, "valid_loss_l2": 0.005572693422436714, "valid_loss_mape": 0.49715152382850647}}}, "21": {"train": {"loss_reduced": 0.14850938320159912, "pred": 0.22228090465068817, "loss_l2": 0.004831534344702959, "loss_mape": 0.468046098947525}}, "22": {"train": {"loss_reduced": 0.1467381715774536, "pred": 0.14769552648067474, "loss_l2": 0.006365333218127489, "loss_mape": 0.5437101721763611}}, "23": {"train": {"loss_reduced": 0.14198505878448486, "pred": 0.10344459116458893, "loss_l2": 9.847080036706757e-06, "loss_mape": 0.022100957110524178}}, "24": {"train": {"loss_reduced": 0.14303648471832275, "pred": 0.09732664376497269, "loss_l2": 0.0014431249583140016, "loss_mape": 0.2655859589576721}}, "25": {"train": {"loss_reduced": 0.148468017578125, "pred": 0.11494513601064682, "loss_l2": 0.002308348659425974, "loss_mape": 0.3236069083213806}, "valid": {"0": {"loss_reduced": 0.14351260662078857, "pred": 0.1151047796010971, "valid_loss_l2": 0.0008070046314969659, "valid_loss_mape": 0.19794656336307526}}}, "26": {"train": {"loss_reduced": 0.14490652084350586, "pred": 0.26369720697402954, "loss_l2": 0.0011197346029803157, "loss_mape": 0.23092429339885712}}, "27": {"train": {"loss_reduced": 0.14345872402191162, "pred": 0.15762224793434143, "loss_l2": 0.013984214514493942, "loss_mape": 0.8243128657341003}}, "28": {"train": {"loss_reduced": 0.14651203155517578, "pred": 0.10088710486888885, "loss_l2": 7.389203528873622e-05, "loss_mape": 0.05867127701640129}}, "29": {"train": {"loss_reduced": 0.1480494737625122, "pred": 0.08610263466835022, "loss_l2": 0.001850922591984272, "loss_mape": 0.2905943989753723}}, "30": {"train": {"loss_reduced": 0.1413201093673706, "pred": 0.08517581224441528, "loss_l2": 0.0033724030945450068, "loss_mape": 0.41092804074287415}, "valid": {"0": {"loss_reduced": 0.1438453197479248, "pred": 0.08731633424758911, "valid_loss_l2": 0.003195526311174035, "valid_loss_mape": 0.392984539270401}}}, "31": {"train": {"loss_reduced": 0.14260268211364746, "pred": 0.2090749591588974, "loss_l2": 0.003148061456158757, "loss_mape": 0.3934539556503296}}, "32": {"train": {"loss_reduced": 0.14656567573547363, "pred": 0.15005646646022797, "loss_l2": 0.0038828642573207617, "loss_mape": 0.42515161633491516}}, "33": {"train": {"loss_reduced": 0.14710593223571777, "pred": 0.11593438684940338, "loss_l2": 2.821654561557807e-06, "loss_mape": 0.011418833397328854}}, "34": {"train": {"loss_reduced": 0.1446075439453125, "pred": 0.11421965062618256, "loss_l2": 0.0006860147113911808, "loss_mape": 0.18112389743328094}}, "35": {"train": {"loss_reduced": 0.14668762683868408, "pred": 0.12852713465690613, "loss_l2": 0.0011831694282591343, "loss_mape": 0.23449304699897766}, "valid": {"0": {"loss_reduced": 0.14369714260101318, "pred": 0.13049089908599854, "valid_loss_l2": 0.00017440486408304423, "valid_loss_mape": 0.09190331399440765}}}, "36": {"train": {"loss_reduced": 0.14490962028503418, "pred": 0.27436327934265137, "loss_l2": 9.10097369342111e-05, "loss_mape": 0.06583346426486969}}, "37": {"train": {"loss_reduced": 0.14658057689666748, "pred": 0.1604655534029007, "loss_l2": 0.013385788537561893, "loss_mape": 0.7893062829971313}}, "38": {"train": {"loss_reduced": 0.1432260274887085, "pred": 0.10123765468597412, "loss_l2": 0.0002448214218020439, "loss_mape": 0.10924530029296875}}, "39": {"train": {"loss_reduced": 0.14536309242248535, "pred": 0.07854798436164856, "loss_l2": 0.0018869823543354869, "loss_mape": 0.29883384704589844}}, "40": {"train": {"loss_reduced": 0.14645147323608398, "pred": 0.0716092512011528, "loss_l2": 0.005095716565847397, "loss_mape": 0.487426221370697}, "valid": {"0": {"loss_reduced": 0.1455305814743042, "pred": 0.0729394182562828, "valid_loss_l2": 0.005269477143883705, "valid_loss_mape": 0.4988034963607788}}}, "41": {"train": {"loss_reduced": 0.15005719661712646, "pred": 0.16479802131652832, "loss_l2": 0.005803863983601332, "loss_mape": 0.5076937079429626}}, "42": {"train": {"loss_reduced": 0.14052236080169678, "pred": 0.18283285200595856, "loss_l2": 0.0006135834846645594, "loss_mape": 0.17627526819705963}}, "43": {"train": {"loss_reduced": 0.14687681198120117, "pred": 0.14647318422794342, "loss_l2": 0.0015120012685656548, "loss_mape": 0.264741986989975}}, "44": {"train": {"loss_reduced": 0.14754223823547363, "pred": 0.11981123685836792, "loss_l2": 3.663032899225982e-08, "loss_mape": 0.0012971913674846292}}, "45": {"train": {"loss_reduced": 0.1374281644821167, "pred": 0.1155037060379982, "loss_l2": 0.0004312133532948792, "loss_mape": 0.15110205113887787}, "valid": {"0": {"loss_reduced": 0.142747163772583, "pred": 0.12223592400550842, "valid_loss_l2": 0.0004207109450362623, "valid_loss_mape": 0.14368930459022522}}}, "46": {"train": {"loss_reduced": 0.14426112174987793, "pred": 0.23418006300926208, "loss_l2": 0.000570669595617801, "loss_mape": 0.16559341549873352}}, "47": {"train": {"loss_reduced": 0.1461266279220581, "pred": 0.15925607085227966, "loss_l2": 0.007287600077688694, "loss_mape": 0.5842018127441406}}, "48": {"train": {"loss_reduced": 0.14843010902404785, "pred": 0.11354102194309235, "loss_l2": 0.00010660438420018181, "loss_mape": 0.0695609524846077}}, "49": {"train": {"loss_reduced": 0.14537394046783447, "pred": 0.09444717317819595, "loss_l2": 0.0011539451079443097, "loss_mape": 0.233671635389328}}, "50": {"train": {"loss_reduced": 0.14141464233398438, "pred": 0.09840109199285507, "loss_l2": 0.0018295124173164368, "loss_mape": 0.30246374011039734}, "valid": {"0": {"loss_reduced": 0.14117884635925293, "pred": 0.09571368992328644, "valid_loss_l2": 0.0020670804660767317, "valid_loss_mape": 0.3220394253730774}}}, "51": {"train": {"loss_reduced": 0.1415257453918457, "pred": 0.1827874481678009, "loss_l2": 0.002288999268785119, "loss_mape": 0.3380550146102905}}, "52": {"train": {"loss_reduced": 0.14736366271972656, "pred": 0.15886230766773224, "loss_l2": 0.0018849277403205633, "loss_mape": 0.2946164309978485}}, "53": {"train": {"loss_reduced": 0.1454218626022339, "pred": 0.12917254865169525, "loss_l2": 0.00012333296763245016, "loss_mape": 0.07636772841215134}}, "54": {"train": {"loss_reduced": 0.1443650722503662, "pred": 0.12369222939014435, "loss_l2": 0.00014327408280223608, "loss_mape": 0.08291281759738922}}, "55": {"train": {"loss_reduced": 0.1465827226638794, "pred": 0.12875321507453918, "loss_l2": 0.0008576154941692948, "loss_mape": 0.19978530704975128}, "valid": {"0": {"loss_reduced": 0.14829933643341064, "pred": 0.12974625825881958, "valid_loss_l2": 0.00034421670716255903, "valid_loss_mape": 0.1251056045293808}}}, "56": {"train": {"loss_reduced": 0.1449340581893921, "pred": 0.23554575443267822, "loss_l2": 0.00024027892504818738, "loss_mape": 0.10695162415504456}}, "57": {"train": {"loss_reduced": 0.14373159408569336, "pred": 0.1619083285331726, "loss_l2": 0.009359280578792095, "loss_mape": 0.6730836033821106}}, "58": {"train": {"loss_reduced": 0.14745676517486572, "pred": 0.11392035335302353, "loss_l2": 0.00024144309281837195, "loss_mape": 0.105376236140728}}, "59": {"train": {"loss_reduced": 0.14384150505065918, "pred": 0.09267206490039825, "loss_l2": 0.0009762077243067324, "loss_mape": 0.21721354126930237}}, "60": {"train": {"loss_reduced": 0.14094722270965576, "pred": 0.08878685534000397, "loss_l2": 0.002494067419320345, "loss_mape": 0.35432153940200806}, "valid": {"0": {"loss_reduced": 0.1502145528793335, "pred": 0.09625224769115448, "valid_loss_l2": 0.002911930438131094, "valid_loss_mape": 0.35923486948013306}}}, "61": {"train": {"loss_reduced": 0.14586079120635986, "pred": 0.17247352004051208, "loss_l2": 0.003178955288603902, "loss_mape": 0.3865481913089752}}, "62": {"train": {"loss_reduced": 0.14635038375854492, "pred": 0.1713019460439682, "loss_l2": 0.000813085469417274, "loss_mape": 0.1948382556438446}}, "63": {"train": {"loss_reduced": 0.14325475692749023, "pred": 0.14212551712989807, "loss_l2": 0.000757383240852505, "loss_mape": 0.19210948050022125}}, "64": {"train": {"loss_reduced": 0.14868879318237305, "pred": 0.13007035851478577, "loss_l2": 3.260484663769603e-05, "loss_mape": 0.03840279579162598}}, "65": {"train": {"loss_reduced": 0.1485041379928589, "pred": 0.1361713856458664, "loss_l2": 0.0002470212639309466, "loss_mape": 0.10583483427762985}, "valid": {"0": {"loss_reduced": 0.13552582263946533, "pred": 0.1342954933643341, "valid_loss_l2": 1.5137101172513212e-06, "valid_loss_mape": 0.0090781906619668}}}, "66": {"train": {"loss_reduced": 0.15653181076049805, "pred": 0.23481525480747223, "loss_l2": 0.0005510024493560195, "loss_mape": 0.14995956420898438}}, "67": {"train": {"loss_reduced": 0.141321063041687, "pred": 0.1625918596982956, "loss_l2": 0.007751727942377329, "loss_mape": 0.6230062246322632}}, "68": {"train": {"loss_reduced": 0.14373600482940674, "pred": 0.12085115909576416, "loss_l2": 0.000513391278218478, "loss_mape": 0.15763719379901886}}, "69": {"train": {"loss_reduced": 0.13920462131500244, "pred": 0.1005275547504425, "loss_l2": 0.00026771784177981317, "loss_mape": 0.11753981560468674}}, "70": {"train": {"loss_reduced": 0.1349400281906128, "pred": 0.09584879875183105, "loss_l2": 0.0011379250790923834, "loss_mape": 0.2499862015247345}, "valid": {"0": {"loss_reduced": 0.15336859226226807, "pred": 0.09669613838195801, "valid_loss_l2": 0.0032117669470608234, "valid_loss_mape": 0.369517982006073}}}, "71": {"train": {"loss_reduced": 0.1431349515914917, "pred": 0.17235535383224487, "loss_l2": 0.002447747625410557, "loss_mape": 0.345650851726532}}, "72": {"train": {"loss_reduced": 0.1483471393585205, "pred": 0.1751755177974701, "loss_l2": 0.0005551811773329973, "loss_mape": 0.15883205831050873}}, "73": {"train": {"loss_reduced": 0.14506864547729492, "pred": 0.14460717141628265, "loss_l2": 0.0009469306678511202, "loss_mape": 0.21212191879749298}}, "74": {"train": {"loss_reduced": 0.1446247100830078, "pred": 0.12493997067213058, "loss_l2": 3.4915174751404265e-07, "loss_mape": 0.0040856823325157166}}, "75": {"train": {"loss_reduced": 0.14501070976257324, "pred": 0.1276903748512268, "loss_l2": 0.00016175794007722288, "loss_mape": 0.08770669251680374}, "valid": {"0": {"loss_reduced": 0.14445042610168457, "pred": 0.11717098951339722, "valid_loss_l2": 0.0007441676571033895, "valid_loss_mape": 0.1888498216867447}}}, "76": {"train": {"loss_reduced": 0.14095520973205566, "pred": 0.2032453417778015, "loss_l2": 0.0005287170060910285, "loss_mape": 0.16312874853610992}}, "77": {"train": {"loss_reduced": 0.15155434608459473, "pred": 0.15332289040088654, "loss_l2": 0.0026341110933572054, "loss_mape": 0.33864811062812805}}, "78": {"train": {"loss_reduced": 0.14755046367645264, "pred": 0.12261095643043518, "loss_l2": 0.00024334127374459058, "loss_mape": 0.10572247207164764}}, "79": {"train": {"loss_reduced": 0.1445378065109253, "pred": 0.10765804350376129, "loss_l2": 0.0005522753344848752, "loss_mape": 0.16259095072746277}}, "80": {"train": {"loss_reduced": 0.14482593536376953, "pred": 0.10887077450752258, "loss_l2": 0.0017854163888841867, "loss_mape": 0.2917584180831909}, "valid": {"0": {"loss_reduced": 0.13759100437164307, "pred": 0.1128406673669815, "valid_loss_l2": 0.0006125791696831584, "valid_loss_mape": 0.17988339066505432}}}, "81": {"train": {"loss_reduced": 0.14243030548095703, "pred": 0.19229361414909363, "loss_l2": 0.0009410069324076176, "loss_mape": 0.21537436544895172}}, "82": {"train": {"loss_reduced": 0.14286279678344727, "pred": 0.15199027955532074, "loss_l2": 0.002542471047490835, "loss_mape": 0.3529464900493622}}, "83": {"train": {"loss_reduced": 0.14668059349060059, "pred": 0.12465384602546692, "loss_l2": 2.110344939865172e-05, "loss_mape": 0.031318724155426025}}, "84": {"train": {"loss_reduced": 0.14791297912597656, "pred": 0.11983613669872284, "loss_l2": 0.0005767400143668056, "loss_mape": 0.1623617559671402}}, "85": {"train": {"loss_reduced": 0.14569520950317383, "pred": 0.13130907714366913, "loss_l2": 0.000655118259601295, "loss_mape": 0.1756768673658371}, "valid": {"0": {"loss_reduced": 0.14653658866882324, "pred": 0.12890535593032837, "valid_loss_l2": 0.0003108603705186397, "valid_loss_mape": 0.120319664478302}}}, "86": {"train": {"loss_reduced": 0.14015400409698486, "pred": 0.2195444405078888, "loss_l2": 0.0001191036426462233, "loss_mape": 0.07786764204502106}}, "87": {"train": {"loss_reduced": 0.14133238792419434, "pred": 0.15632931888103485, "loss_l2": 0.006906002294272184, "loss_mape": 0.5879923105239868}}, "88": {"train": {"loss_reduced": 0.14915704727172852, "pred": 0.11548621207475662, "loss_l2": 2.0299128664191812e-05, "loss_mape": 0.030206119641661644}}, "89": {"train": {"loss_reduced": 0.1504131555557251, "pred": 0.1054619774222374, "loss_l2": 0.0009687597048468888, "loss_mape": 0.20692940056324005}}, "90": {"train": {"loss_reduced": 0.14216828346252441, "pred": 0.10635527968406677, "loss_l2": 0.001398788415826857, "loss_mape": 0.2630711793899536}, "valid": {"0": {"loss_reduced": 0.14699065685272217, "pred": 0.10380302369594574, "valid_loss_l2": 0.001865171710960567, "valid_loss_mape": 0.293812096118927}}}, "91": {"train": {"loss_reduced": 0.1440870761871338, "pred": 0.1842406690120697, "loss_l2": 0.0014441502280533314, "loss_mape": 0.263743132352829}}, "92": {"train": {"loss_reduced": 0.14529216289520264, "pred": 0.15765488147735596, "loss_l2": 0.0013247792376205325, "loss_mape": 0.25051259994506836}}, "93": {"train": {"loss_reduced": 0.13876807689666748, "pred": 0.12881363928318024, "loss_l2": 0.0003728311276063323, "loss_mape": 0.1391446441411972}}, "94": {"train": {"loss_reduced": 0.15007054805755615, "pred": 0.12405247986316681, "loss_l2": 0.0004078919009771198, "loss_mape": 0.13457892835140228}}, "95": {"train": {"loss_reduced": 0.14855492115020752, "pred": 0.13170213997364044, "loss_l2": 0.0008217671420425177, "loss_mape": 0.19296890497207642}, "valid": {"0": {"loss_reduced": 0.14764297008514404, "pred": 0.1342618614435196, "valid_loss_l2": 0.00017905407003127038, "valid_loss_mape": 0.09063152968883514}}}, "96": {"train": {"loss_reduced": 0.1486656665802002, "pred": 0.2240406721830368, "loss_l2": 0.00018842505232896656, "loss_mape": 0.0923333615064621}}, "97": {"train": {"loss_reduced": 0.14629018306732178, "pred": 0.1627419888973236, "loss_l2": 0.006587423384189606, "loss_mape": 0.5548078417778015}}, "98": {"train": {"loss_reduced": 0.14009428024291992, "pred": 0.11872532218694687, "loss_l2": 0.0005295533919706941, "loss_mape": 0.16426099836826324}}, "99": {"train": {"loss_reduced": 0.1461421251296997, "pred": 0.0964459776878357, "loss_l2": 0.0011477707885205746, "loss_mape": 0.23182067275047302}}, "100": {"train": {"loss_reduced": 0.14279794692993164, "pred": 0.10465546697378159, "loss_l2": 0.0013946896651759744, "loss_mape": 0.2615271806716919}, "valid": {"0": {"loss_reduced": 0.1462041139602661, "pred": 0.09915915131568909, "valid_loss_l2": 0.0022132284939289093, "valid_loss_mape": 0.3217759132385254}}}, "101": {"train": {"loss_reduced": 0.1421647071838379, "pred": 0.1753058284521103, "loss_l2": 0.0016397304134443402, "loss_mape": 0.28483569622039795}}, "102": {"train": {"loss_reduced": 0.15038251876831055, "pred": 0.1717488020658493, "loss_l2": 0.0004170421161688864, "loss_mape": 0.13579775393009186}}, "103": {"train": {"loss_reduced": 0.14434337615966797, "pred": 0.142625629901886, "loss_l2": 0.000541557208634913, "loss_mape": 0.16122236847877502}}, "104": {"train": {"loss_reduced": 0.14544165134429932, "pred": 0.12994484603405, "loss_l2": 1.1736356100300327e-05, "loss_mape": 0.023554714396595955}}, "105": {"train": {"loss_reduced": 0.14967095851898193, "pred": 0.13322843611240387, "loss_l2": 0.00020103322458453476, "loss_mape": 0.09473192691802979}, "valid": {"0": {"loss_reduced": 0.13831651210784912, "pred": 0.12406764924526215, "valid_loss_l2": 0.00020303009659983218, "valid_loss_mape": 0.10301635414361954}}}, "106": {"train": {"loss_reduced": 0.142159104347229, "pred": 0.1994919776916504, "loss_l2": 0.00034395026159472764, "loss_mape": 0.13045872747898102}}, "107": {"train": {"loss_reduced": 0.14287102222442627, "pred": 0.1569138765335083, "loss_l2": 0.00436256593093276, "loss_mape": 0.46230316162109375}}, "108": {"train": {"loss_reduced": 0.14440512657165527, "pred": 0.11934931576251984, "loss_l2": 4.762230673804879e-05, "loss_mape": 0.047788411378860474}}, "109": {"train": {"loss_reduced": 0.1477968692779541, "pred": 0.1096646711230278, "loss_l2": 0.0007550393929705024, "loss_mape": 0.1859171986579895}}, "110": {"train": {"loss_reduced": 0.1479710340499878, "pred": 0.1144811362028122, "loss_l2": 0.001492312061600387, "loss_mape": 0.2610676884651184}, "valid": {"0": {"loss_reduced": 0.15013456344604492, "pred": 0.11540205776691437, "valid_loss_l2": 0.0012063469039276242, "valid_loss_mape": 0.23134250938892365}}}, "111": {"train": {"loss_reduced": 0.14518356323242188, "pred": 0.19716238975524902, "loss_l2": 0.000758391572162509, "loss_mape": 0.18968339264392853}}, "112": {"train": {"loss_reduced": 0.14878559112548828, "pred": 0.154302716255188, "loss_l2": 0.0022318109404295683, "loss_mape": 0.31751760840415955}}, "113": {"train": {"loss_reduced": 0.14387595653533936, "pred": 0.12430578470230103, "loss_l2": 6.714895425830036e-05, "loss_mape": 0.05695493891835213}}, "114": {"train": {"loss_reduced": 0.14329099655151367, "pred": 0.11445814371109009, "loss_l2": 0.0005532405339181423, "loss_mape": 0.1641489416360855}}, "115": {"train": {"loss_reduced": 0.13598418235778809, "pred": 0.1229080781340599, "loss_l2": 0.00038662736187689006, "loss_mape": 0.14459653198719025}, "valid": {"0": {"loss_reduced": 0.15182411670684814, "pred": 0.12598872184753418, "valid_loss_l2": 0.0006674676551483572, "valid_loss_mape": 0.17016661167144775}}}, "116": {"train": {"loss_reduced": 0.1434493064880371, "pred": 0.1980326920747757, "loss_l2": 0.0004705276805907488, "loss_mape": 0.15121474862098694}}, "117": {"train": {"loss_reduced": 0.152357816696167, "pred": 0.1566559076309204, "loss_l2": 0.0026491836179047823, "loss_mape": 0.33782461285591125}}, "118": {"train": {"loss_reduced": 0.14618217945098877, "pred": 0.12377914786338806, "loss_l2": 9.006459004012868e-05, "loss_mape": 0.06492061167955399}}, "119": {"train": {"loss_reduced": 0.14635610580444336, "pred": 0.11535130441188812, "loss_l2": 0.0004150112217757851, "loss_mape": 0.13919353485107422}}, "120": {"train": {"loss_reduced": 0.13699090480804443, "pred": 0.11398378014564514, "loss_l2": 0.0007067882688716054, "loss_mape": 0.1940675526857376}, "valid": {"0": {"loss_reduced": 0.1362459659576416, "pred": 0.12320508062839508, "valid_loss_l2": 0.0001700646971585229, "valid_loss_mape": 0.09571575373411179}}}, "121": {"train": {"loss_reduced": 0.1433776617050171, "pred": 0.19588109850883484, "loss_l2": 0.000595807796344161, "loss_mape": 0.17024391889572144}}, "122": {"train": {"loss_reduced": 0.14302968978881836, "pred": 0.15055152773857117, "loss_l2": 0.0026642188895493746, "loss_mape": 0.3608766198158264}}, "123": {"train": {"loss_reduced": 0.14733457565307617, "pred": 0.1243879571557045, "loss_l2": 1.006741604214767e-05, "loss_mape": 0.021535469219088554}}, "124": {"train": {"loss_reduced": 0.1443781852722168, "pred": 0.11450450122356415, "loss_l2": 0.0006137968739494681, "loss_mape": 0.171597421169281}}, "125": {"train": {"loss_reduced": 0.1439354419708252, "pred": 0.1230442151427269, "loss_l2": 0.0008942679851315916, "loss_mape": 0.2077619880437851}, "valid": {"0": {"loss_reduced": 0.15157783031463623, "pred": 0.13285799324512482, "valid_loss_l2": 0.0003504322958178818, "valid_loss_mape": 0.12349983304738998}}}, "126": {"train": {"loss_reduced": 0.146384596824646, "pred": 0.19909341633319855, "loss_l2": 0.0005427341093309224, "loss_mape": 0.15914689004421234}}, "127": {"train": {"loss_reduced": 0.1456977128982544, "pred": 0.15794377028942108, "loss_l2": 0.0036237984895706177, "loss_mape": 0.4131704866886139}}, "128": {"train": {"loss_reduced": 0.14576315879821777, "pred": 0.12578323483467102, "loss_l2": 0.00022311169595923275, "loss_mape": 0.10247392952442169}}, "129": {"train": {"loss_reduced": 0.1439913511276245, "pred": 0.11003235727548599, "loss_l2": 0.0004247695324011147, "loss_mape": 0.14313316345214844}}, "130": {"train": {"loss_reduced": 0.140802264213562, "pred": 0.11732280254364014, "loss_l2": 0.0005326646496541798, "loss_mape": 0.16391447186470032}, "valid": {"0": {"loss_reduced": 0.14649617671966553, "pred": 0.10936108976602554, "valid_loss_l2": 0.001379014691337943, "valid_loss_mape": 0.2534884512424469}}}, "131": {"train": {"loss_reduced": 0.14308977127075195, "pred": 0.1810142546892166, "loss_l2": 0.0010476867901161313, "loss_mape": 0.22620756924152374}}, "132": {"train": {"loss_reduced": 0.14359402656555176, "pred": 0.15424489974975586, "loss_l2": 0.0011742401402443647, "loss_mape": 0.23863936960697174}}, "133": {"train": {"loss_reduced": 0.14295148849487305, "pred": 0.13201791048049927, "loss_l2": 0.00013848437811248004, "loss_mape": 0.08232120424509048}}, "134": {"train": {"loss_reduced": 0.14857566356658936, "pred": 0.13041824102401733, "loss_l2": 0.00015120458556339145, "loss_mape": 0.08276273310184479}}, "135": {"train": {"loss_reduced": 0.14755845069885254, "pred": 0.1365896761417389, "loss_l2": 0.00041152999619953334, "loss_mape": 0.13747909665107727}, "valid": {"0": {"loss_reduced": 0.14846432209014893, "pred": 0.13538163900375366, "valid_loss_l2": 0.0001711566001176834, "valid_loss_mape": 0.08812005072832108}}}, "136": {"train": {"loss_reduced": 0.14585328102111816, "pred": 0.21502238512039185, "loss_l2": 0.00011230631935177371, "loss_mape": 0.07265841215848923}}, "137": {"train": {"loss_reduced": 0.14547908306121826, "pred": 0.1574806272983551, "loss_l2": 0.004890694748610258, "loss_mape": 0.48071175813674927}}, "138": {"train": {"loss_reduced": 0.14681410789489746, "pred": 0.1221572533249855, "loss_l2": 0.00020286663493607193, "loss_mape": 0.09701469540596008}}, "139": {"train": {"loss_reduced": 0.14760828018188477, "pred": 0.10450773686170578, "loss_l2": 0.0007837353623472154, "loss_mape": 0.1896592378616333}}, "140": {"train": {"loss_reduced": 0.13619256019592285, "pred": 0.10428537428379059, "loss_l2": 0.0008604552131146193, "loss_mape": 0.2153826653957367}, "valid": {"0": {"loss_reduced": 0.14219725131988525, "pred": 0.10527388006448746, "valid_loss_l2": 0.0013633352937176824, "valid_loss_mape": 0.25966304540634155}}}, "141": {"train": {"loss_reduced": 0.14613425731658936, "pred": 0.17195454239845276, "loss_l2": 0.0016450543189421296, "loss_mape": 0.2775479853153229}}, "142": {"train": {"loss_reduced": 0.1472400426864624, "pred": 0.1695423126220703, "loss_l2": 0.00041226064786314964, "loss_mape": 0.13789865374565125}}, "143": {"train": {"loss_reduced": 0.143546462059021, "pred": 0.14533114433288574, "loss_l2": 0.0005104540614411235, "loss_mape": 0.15739315748214722}}, "144": {"train": {"loss_reduced": 0.1405799388885498, "pred": 0.13002890348434448, "loss_l2": 4.576331775751896e-05, "loss_mape": 0.04812108352780342}}, "145": {"train": {"loss_reduced": 0.15499234199523926, "pred": 0.13236457109451294, "loss_l2": 0.0007112257881090045, "loss_mape": 0.1720653772354126}, "valid": {"0": {"loss_reduced": 0.1439124345779419, "pred": 0.13549134135246277, "valid_loss_l2": 7.091480802046135e-05, "valid_loss_mape": 0.05851539596915245}}}, "146": {"train": {"loss_reduced": 0.14528846740722656, "pred": 0.2100963294506073, "loss_l2": 0.00011275777069386095, "loss_mape": 0.07308732718229294}}, "147": {"train": {"loss_reduced": 0.14443254470825195, "pred": 0.15510506927967072, "loss_l2": 0.0040846168994903564, "loss_mape": 0.44249725341796875}}, "148": {"train": {"loss_reduced": 0.14235687255859375, "pred": 0.11934131383895874, "loss_l2": 0.0001249593769898638, "loss_mape": 0.078524649143219}}, "149": {"train": {"loss_reduced": 0.15087628364562988, "pred": 0.11124648153781891, "loss_l2": 0.0007418090244755149, "loss_mape": 0.18051989376544952}}, "150": {"train": {"loss_reduced": 0.14381909370422363, "pred": 0.11515645682811737, "loss_l2": 0.0009112029802054167, "loss_mape": 0.20988965034484863}, "valid": {"0": {"loss_reduced": 0.141770601272583, "pred": 0.11088112741708755, "valid_loss_l2": 0.0009541595936752856, "valid_loss_mape": 0.21788349747657776}}}, "151": {"train": {"loss_reduced": 0.1486302614212036, "pred": 0.18228448927402496, "loss_l2": 0.0012522884644567966, "loss_mape": 0.2380920797586441}}, "152": {"train": {"loss_reduced": 0.1494518518447876, "pred": 0.16292095184326172, "loss_l2": 0.000837604224216193, "loss_mape": 0.1936502754688263}}, "153": {"train": {"loss_reduced": 0.1421520709991455, "pred": 0.13713422417640686, "loss_l2": 0.00044973325566388667, "loss_mape": 0.1491847038269043}}, "154": {"train": {"loss_reduced": 0.14213204383850098, "pred": 0.1236095055937767, "loss_l2": 5.348103150026873e-05, "loss_mape": 0.05145266652107239}}, "155": {"train": {"loss_reduced": 0.14391553401947021, "pred": 0.1304556429386139, "loss_l2": 0.00023712488473393023, "loss_mape": 0.10699929296970367}, "valid": {"0": {"loss_reduced": 0.14289653301239014, "pred": 0.12270120531320572, "valid_loss_l2": 0.0004078512720298022, "valid_loss_mape": 0.14132831990718842}}}, "156": {"train": {"loss_reduced": 0.14459919929504395, "pred": 0.20161092281341553, "loss_l2": 0.00022686846205033362, "loss_mape": 0.10416484624147415}}, "157": {"train": {"loss_reduced": 0.14700055122375488, "pred": 0.15096956491470337, "loss_l2": 0.0023301930632442236, "loss_mape": 0.3283802270889282}}, "158": {"train": {"loss_reduced": 0.14171528816223145, "pred": 0.12163050472736359, "loss_l2": 0.00014624551113229245, "loss_mape": 0.08533448725938797}}, "159": {"train": {"loss_reduced": 0.1488093137741089, "pred": 0.1133078932762146, "loss_l2": 0.0007614493952132761, "loss_mape": 0.18543444573879242}}, "160": {"train": {"loss_reduced": 0.14452433586120605, "pred": 0.12002795934677124, "loss_l2": 0.0010059153428301215, "loss_mape": 0.21945209801197052}, "valid": {"0": {"loss_reduced": 0.14290010929107666, "pred": 0.11830893158912659, "valid_loss_l2": 0.000604726024903357, "valid_loss_mape": 0.17208649218082428}}}, "161": {"train": {"loss_reduced": 0.14470171928405762, "pred": 0.19319817423820496, "loss_l2": 0.0005857067299075425, "loss_mape": 0.1672501116991043}}, "162": {"train": {"loss_reduced": 0.1477893590927124, "pred": 0.1529557704925537, "loss_l2": 0.001994411926716566, "loss_mape": 0.3021789789199829}}, "163": {"train": {"loss_reduced": 0.1419205665588379, "pred": 0.12405815720558167, "loss_l2": 0.00010805056081153452, "loss_mape": 0.07324334233999252}}, "164": {"train": {"loss_reduced": 0.1503690481185913, "pred": 0.12028229236602783, "loss_l2": 0.0005676699220202863, "loss_mape": 0.1584489941596985}}, "165": {"train": {"loss_reduced": 0.13889968395233154, "pred": 0.12763424217700958, "loss_l2": 0.0002371693990426138, "loss_mape": 0.11087357997894287}, "valid": {"0": {"loss_reduced": 0.14200425148010254, "pred": 0.11868052184581757, "valid_loss_l2": 0.0005439963424578309, "valid_loss_mape": 0.16424669325351715}}}, "166": {"train": {"loss_reduced": 0.1499699354171753, "pred": 0.18862153589725494, "loss_l2": 0.000859839899931103, "loss_mape": 0.19552603363990784}}, "167": {"train": {"loss_reduced": 0.14065444469451904, "pred": 0.15525712072849274, "loss_l2": 0.002385673113167286, "loss_mape": 0.3472577929496765}}, "168": {"train": {"loss_reduced": 0.15084397792816162, "pred": 0.133672297000885, "loss_l2": 3.967726297560148e-05, "loss_mape": 0.041758306324481964}}, "169": {"train": {"loss_reduced": 0.14307832717895508, "pred": 0.1247418224811554, "loss_l2": 5.313049769029021e-05, "loss_mape": 0.05094459280371666}}, "170": {"train": {"loss_reduced": 0.1338062286376953, "pred": 0.12282779812812805, "loss_l2": 7.290902431122959e-05, "loss_mape": 0.06381376087665558}, "valid": {"0": {"loss_reduced": 0.14659857749938965, "pred": 0.12431937456130981, "valid_loss_l2": 0.0004963628598488867, "valid_loss_mape": 0.15197421610355377}}}, "171": {"train": {"loss_reduced": 0.14255845546722412, "pred": 0.18891699612140656, "loss_l2": 0.0004964896943420172, "loss_mape": 0.15630114078521729}}, "172": {"train": {"loss_reduced": 0.1506192684173584, "pred": 0.15415452420711517, "loss_l2": 0.0016261129640042782, "loss_mape": 0.26772862672805786}}, "173": {"train": {"loss_reduced": 0.14496493339538574, "pred": 0.1263524889945984, "loss_l2": 4.305801121518016e-05, "loss_mape": 0.04526515677571297}}, "174": {"train": {"loss_reduced": 0.14454245567321777, "pred": 0.12137767672538757, "loss_l2": 0.00024317718634847552, "loss_mape": 0.10788622498512268}}, "175": {"train": {"loss_reduced": 0.13943958282470703, "pred": 0.12512949109077454, "loss_l2": 0.00036641195765696466, "loss_mape": 0.13727730512619019}, "valid": {"0": {"loss_reduced": 0.1458604335784912, "pred": 0.1208295077085495, "valid_loss_l2": 0.0006265472620725632, "valid_loss_mape": 0.17160874605178833}}}, "176": {"train": {"loss_reduced": 0.14389526844024658, "pred": 0.19514942169189453, "loss_l2": 0.00035628824844025075, "loss_mape": 0.1311759501695633}}, "177": {"train": {"loss_reduced": 0.14550042152404785, "pred": 0.1526339203119278, "loss_l2": 0.002484052674844861, "loss_mape": 0.3425438404083252}}, "178": {"train": {"loss_reduced": 0.14592278003692627, "pred": 0.12366915494203568, "loss_l2": 1.0151276001124643e-05, "loss_mape": 0.021834196522831917}}, "179": {"train": {"loss_reduced": 0.14875876903533936, "pred": 0.12025856226682663, "loss_l2": 0.0004812469123862684, "loss_mape": 0.14746922254562378}}, "180": {"train": {"loss_reduced": 0.14358127117156982, "pred": 0.1288110911846161, "loss_l2": 0.0003867472114507109, "loss_mape": 0.13696695864200592}, "valid": {"0": {"loss_reduced": 0.13966381549835205, "pred": 0.12216541171073914, "valid_loss_l2": 0.0003061941242776811, "valid_loss_mape": 0.1252894550561905}}}, "181": {"train": {"loss_reduced": 0.1439833641052246, "pred": 0.1939924955368042, "loss_l2": 0.00037825878825969994, "loss_mape": 0.13507725298404694}}, "182": {"train": {"loss_reduced": 0.15010571479797363, "pred": 0.15205007791519165, "loss_l2": 0.0014521678676828742, "loss_mape": 0.253869891166687}}, "183": {"train": {"loss_reduced": 0.14500486850738525, "pred": 0.1281052976846695, "loss_l2": 0.00021485926117748022, "loss_mape": 0.1010868027806282}}, "184": {"train": {"loss_reduced": 0.14047467708587646, "pred": 0.11415071040391922, "loss_l2": 0.0002374062896706164, "loss_mape": 0.10968521237373352}}, "185": {"train": {"loss_reduced": 0.14448273181915283, "pred": 0.12417187541723251, "loss_l2": 0.0006680136430077255, "loss_mape": 0.17888614535331726}, "valid": {"0": {"loss_reduced": 0.14816725254058838, "pred": 0.11762566864490509, "valid_loss_l2": 0.0009327883599326015, "valid_loss_mape": 0.20612910389900208}}}, "186": {"train": {"loss_reduced": 0.14207231998443604, "pred": 0.18524505198001862, "loss_l2": 0.000539397937245667, "loss_mape": 0.16347268223762512}}, "187": {"train": {"loss_reduced": 0.14423203468322754, "pred": 0.15136335790157318, "loss_l2": 0.0017624478787183762, "loss_mape": 0.29106929898262024}}, "188": {"train": {"loss_reduced": 0.14452826976776123, "pred": 0.128067284822464, "loss_l2": 0.00013374577974900603, "loss_mape": 0.08001791685819626}}, "189": {"train": {"loss_reduced": 0.14928078651428223, "pred": 0.11640351265668869, "loss_l2": 0.000860491069033742, "loss_mape": 0.19650304317474365}}, "190": {"train": {"loss_reduced": 0.14503931999206543, "pred": 0.13116103410720825, "loss_l2": 0.0004812743572983891, "loss_mape": 0.1512553095817566}, "valid": {"0": {"loss_reduced": 0.14660298824310303, "pred": 0.13090205192565918, "valid_loss_l2": 0.00024651939747855067, "valid_loss_mape": 0.10709834098815918}}}, "191": {"train": {"loss_reduced": 0.14196419715881348, "pred": 0.19191749393939972, "loss_l2": 0.0002943351573776454, "loss_mape": 0.12084876745939255}}, "192": {"train": {"loss_reduced": 0.14493751525878906, "pred": 0.15285056829452515, "loss_l2": 0.0026470425073057413, "loss_mape": 0.3549765348434448}}, "193": {"train": {"loss_reduced": 0.14784061908721924, "pred": 0.12857267260551453, "loss_l2": 0.0002186391648137942, "loss_mape": 0.10001616925001144}}, "194": {"train": {"loss_reduced": 0.1432633399963379, "pred": 0.10843320190906525, "loss_l2": 0.0005692999693565071, "loss_mape": 0.16654649376869202}}, "195": {"train": {"loss_reduced": 0.15221846103668213, "pred": 0.1202644407749176, "loss_l2": 0.0013792056124657393, "loss_mape": 0.24397604167461395}, "valid": {"0": {"loss_reduced": 0.14511847496032715, "pred": 0.11256085336208344, "valid_loss_l2": 0.001059998758137226, "valid_loss_mape": 0.22435201704502106}}}, "196": {"train": {"loss_reduced": 0.14336955547332764, "pred": 0.1781402826309204, "loss_l2": 0.0008189536747522652, "loss_mape": 0.19960561394691467}}, "197": {"train": {"loss_reduced": 0.14628303050994873, "pred": 0.15503810346126556, "loss_l2": 0.0010649957694113255, "loss_mape": 0.22308994829654694}}, "198": {"train": {"loss_reduced": 0.14496123790740967, "pred": 0.13392949104309082, "loss_l2": 7.947628910187632e-05, "loss_mape": 0.06149883568286896}}, "199": {"train": {"loss_reduced": 0.14498090744018555, "pred": 0.12896165251731873, "loss_l2": 0.00010863560601137578, "loss_mape": 0.07189112901687622}}, "200": {"train": {"loss_reduced": 0.14489006996154785, "pred": 0.13692986965179443, "loss_l2": 0.00019915346638299525, "loss_mape": 0.09739918261766434}, "valid": {"0": {"loss_reduced": 0.14778494834899902, "pred": 0.13663162291049957, "valid_loss_l2": 0.0001243966689798981, "valid_loss_mape": 0.075469970703125}}}, "201": {"train": {"loss_reduced": 0.14466702938079834, "pred": 0.20470742881298065, "loss_l2": 0.0001290463114855811, "loss_mape": 0.078524149954319}}, "202": {"train": {"loss_reduced": 0.14275121688842773, "pred": 0.15526163578033447, "loss_l2": 0.003957507666200399, "loss_mape": 0.4406878352165222}}, "203": {"train": {"loss_reduced": 0.14238464832305908, "pred": 0.12447081506252289, "loss_l2": 0.00036041054408997297, "loss_mape": 0.13333235681056976}}, "204": {"train": {"loss_reduced": 0.1479867696762085, "pred": 0.10683006048202515, "loss_l2": 0.0007863606442697346, "loss_mape": 0.18949073553085327}}, "205": {"train": {"loss_reduced": 0.1480942964553833, "pred": 0.10841694474220276, "loss_l2": 0.0017516632797196507, "loss_mape": 0.28260964155197144}, "valid": {"0": {"loss_reduced": 0.14889252185821533, "pred": 0.11049634218215942, "valid_loss_l2": 0.0014742666389793158, "valid_loss_mape": 0.25787848234176636}}}, "206": {"train": {"loss_reduced": 0.14211201667785645, "pred": 0.1721487045288086, "loss_l2": 0.0010588676668703556, "loss_mape": 0.2289760410785675}}, "207": {"train": {"loss_reduced": 0.145821213722229, "pred": 0.15861950814723969, "loss_l2": 0.0006617982289753854, "loss_mape": 0.17641767859458923}}, "208": {"train": {"loss_reduced": 0.15113210678100586, "pred": 0.14368410408496857, "loss_l2": 6.130390829639509e-05, "loss_mape": 0.051806867122650146}}, "209": {"train": {"loss_reduced": 0.144484281539917, "pred": 0.13461674749851227, "loss_l2": 3.1194269922707463e-06, "loss_mape": 0.012224097736179829}}, "210": {"train": {"loss_reduced": 0.1428837776184082, "pred": 0.13486111164093018, "loss_l2": 9.073472756426781e-05, "loss_mape": 0.06666591763496399}, "valid": {"0": {"loss_reduced": 0.14130711555480957, "pred": 0.1431165337562561, "valid_loss_l2": 3.2739942525950028e-06, "valid_loss_mape": 0.012804863043129444}}}, "211": {"train": {"loss_reduced": 0.1451040506362915, "pred": 0.20311042666435242, "loss_l2": 8.639234874863178e-05, "loss_mape": 0.06405574828386307}}, "212": {"train": {"loss_reduced": 0.1443805694580078, "pred": 0.1586739718914032, "loss_l2": 0.004156914073973894, "loss_mape": 0.44655686616897583}}, "213": {"train": {"loss_reduced": 0.1435565948486328, "pred": 0.12173177301883698, "loss_l2": 8.375901234103367e-05, "loss_mape": 0.06375182420015335}}, "214": {"train": {"loss_reduced": 0.14625871181488037, "pred": 0.11177933216094971, "loss_l2": 0.00046242904500104487, "loss_mape": 0.14702825248241425}}, "215": {"train": {"loss_reduced": 0.14881789684295654, "pred": 0.1149885505437851, "loss_l2": 0.0012384557630866766, "loss_mape": 0.2364749163389206}, "valid": {"0": {"loss_reduced": 0.14521479606628418, "pred": 0.11517160385847092, "valid_loss_l2": 0.0009025934268720448, "valid_loss_mape": 0.20688796043395996}}}, "216": {"train": {"loss_reduced": 0.14319133758544922, "pred": 0.17507071793079376, "loss_l2": 0.000986244180239737, "loss_mape": 0.21931861340999603}}, "217": {"train": {"loss_reduced": 0.14429867267608643, "pred": 0.1550246924161911, "loss_l2": 0.0009594957809895277, "loss_mape": 0.21466399729251862}}, "218": {"train": {"loss_reduced": 0.14707958698272705, "pred": 0.13723120093345642, "loss_l2": 0.00016634374333079904, "loss_mape": 0.08769015222787857}}, "219": {"train": {"loss_reduced": 0.1476452350616455, "pred": 0.12829525768756866, "loss_l2": 0.00020836516341660172, "loss_mape": 0.0977671891450882}}, "220": {"train": {"loss_reduced": 0.14768922328948975, "pred": 0.13731537759304047, "loss_l2": 0.0003143580979667604, "loss_mape": 0.12005037814378738}, "valid": {"0": {"loss_reduced": 0.14015865325927734, "pred": 0.13615921139717102, "valid_loss_l2": 1.5995534340618178e-05, "valid_loss_mape": 0.028535105288028717}}}, "221": {"train": {"loss_reduced": 0.1507636308670044, "pred": 0.20203787088394165, "loss_l2": 0.00028484707581810653, "loss_mape": 0.11194618046283722}}, "222": {"train": {"loss_reduced": 0.14805686473846436, "pred": 0.16051970422267914, "loss_l2": 0.0032820403575897217, "loss_mape": 0.38693979382514954}}, "223": {"train": {"loss_reduced": 0.14589393138885498, "pred": 0.12887868285179138, "loss_l2": 0.0002185726334573701, "loss_mape": 0.10133527964353561}}, "224": {"train": {"loss_reduced": 0.1396493911743164, "pred": 0.11472594738006592, "loss_l2": 6.552317063324153e-05, "loss_mape": 0.057964008301496506}}, "225": {"train": {"loss_reduced": 0.13605856895446777, "pred": 0.10820388793945312, "loss_l2": 0.0006555664585903287, "loss_mape": 0.18818390369415283}, "valid": {"0": {"loss_reduced": 0.14515376091003418, "pred": 0.11142199486494064, "valid_loss_l2": 0.0011378320632502437, "valid_loss_mape": 0.23238644003868103}}}, "226": {"train": {"loss_reduced": 0.1449270248413086, "pred": 0.16606128215789795, "loss_l2": 0.001457983860746026, "loss_mape": 0.2634674608707428}}, "227": {"train": {"loss_reduced": 0.14142262935638428, "pred": 0.15775124728679657, "loss_l2": 0.0007664048462174833, "loss_mape": 0.195753812789917}}, "228": {"train": {"loss_reduced": 0.14773905277252197, "pred": 0.14428675174713135, "loss_l2": 0.00028463584021665156, "loss_mape": 0.11419562995433807}}, "229": {"train": {"loss_reduced": 0.14463984966278076, "pred": 0.13125179708003998, "loss_l2": 2.1887968614464626e-05, "loss_mape": 0.032345566898584366}}, "230": {"train": {"loss_reduced": 0.14544153213500977, "pred": 0.1345347762107849, "loss_l2": 0.0002132821100531146, "loss_mape": 0.10041272640228271}, "valid": {"0": {"loss_reduced": 0.14911258220672607, "pred": 0.1411903202533722, "valid_loss_l2": 6.276223575696349e-05, "valid_loss_mape": 0.0531294010579586}}}, "231": {"train": {"loss_reduced": 0.1472010612487793, "pred": 0.20394906401634216, "loss_l2": 0.00012944170157425106, "loss_mape": 0.07729051262140274}}, "232": {"train": {"loss_reduced": 0.14221620559692383, "pred": 0.15923987329006195, "loss_l2": 0.004361733328551054, "loss_mape": 0.464387446641922}}, "233": {"train": {"loss_reduced": 0.14656174182891846, "pred": 0.12351971864700317, "loss_l2": 2.4810620743664913e-05, "loss_mape": 0.03398585319519043}}, "234": {"train": {"loss_reduced": 0.14488589763641357, "pred": 0.11155162006616592, "loss_l2": 0.0005270339897833765, "loss_mape": 0.15845035016536713}}, "235": {"train": {"loss_reduced": 0.1406940221786499, "pred": 0.1192096695303917, "loss_l2": 0.00047819630708545446, "loss_mape": 0.15542735159397125}, "valid": {"0": {"loss_reduced": 0.1485738754272461, "pred": 0.11855124682188034, "valid_loss_l2": 0.0009013582020998001, "valid_loss_mape": 0.20207205414772034}}}, "236": {"train": {"loss_reduced": 0.14648103713989258, "pred": 0.17764301598072052, "loss_l2": 0.0010286920005455613, "loss_mape": 0.21895824372768402}}, "237": {"train": {"loss_reduced": 0.14358150959014893, "pred": 0.15544120967388153, "loss_l2": 0.0012390378396958113, "loss_mape": 0.24515670537948608}}, "238": {"train": {"loss_reduced": 0.14462339878082275, "pred": 0.13445976376533508, "loss_l2": 0.00013416176079772413, "loss_mape": 0.08008953928947449}}, "239": {"train": {"loss_reduced": 0.1434415578842163, "pred": 0.1269337385892868, "loss_l2": 5.05732859892305e-05, "loss_mape": 0.049577612429857254}}, "240": {"train": {"loss_reduced": 0.14868927001953125, "pred": 0.13085228204727173, "loss_l2": 0.0005537832039408386, "loss_mape": 0.15826696157455444}, "valid": {"0": {"loss_reduced": 0.1477200984954834, "pred": 0.13165874779224396, "valid_loss_l2": 0.0002579669817350805, "valid_loss_mape": 0.10872826725244522}}}, "241": {"train": {"loss_reduced": 0.1428290605545044, "pred": 0.20441225171089172, "loss_l2": 5.2258877985877916e-05, "loss_mape": 0.0506131611764431}}, "242": {"train": {"loss_reduced": 0.14165544509887695, "pred": 0.14628340303897858, "loss_l2": 0.0026318004820495844, "loss_mape": 0.36215394735336304}}, "243": {"train": {"loss_reduced": 0.14465868473052979, "pred": 0.12066291272640228, "loss_l2": 1.9312166841700673e-05, "loss_mape": 0.030378825962543488}}, "244": {"train": {"loss_reduced": 0.14592039585113525, "pred": 0.11297416687011719, "loss_l2": 0.000652036746032536, "loss_mape": 0.17499274015426636}}, "245": {"train": {"loss_reduced": 0.15455901622772217, "pred": 0.12057678401470184, "loss_l2": 0.0019275238737463951, "loss_mape": 0.28405702114105225}, "valid": {"0": {"loss_reduced": 0.1492518186569214, "pred": 0.12572818994522095, "valid_loss_l2": 0.0005533610819838941, "valid_loss_mape": 0.15761032700538635}}}, "246": {"train": {"loss_reduced": 0.1475149393081665, "pred": 0.1960194855928421, "loss_l2": 0.0004960966762155294, "loss_mape": 0.15098963677883148}}, "247": {"train": {"loss_reduced": 0.14839494228363037, "pred": 0.15479092299938202, "loss_l2": 0.0021467842161655426, "loss_mape": 0.31223034858703613}}, "248": {"train": {"loss_reduced": 0.14509856700897217, "pred": 0.12642286717891693, "loss_l2": 7.220508268801495e-05, "loss_mape": 0.05856265500187874}}, "249": {"train": {"loss_reduced": 0.1408369541168213, "pred": 0.11501161009073257, "loss_l2": 0.0002686033840291202, "loss_mape": 0.11636948585510254}}, "250": {"train": {"loss_reduced": 0.1504075527191162, "pred": 0.12182159721851349, "loss_l2": 0.0012134166900068521, "loss_mape": 0.23159828782081604}, "valid": {"0": {"loss_reduced": 0.1387183666229248, "pred": 0.12441489100456238, "valid_loss_l2": 0.00020458942162804306, "valid_loss_mape": 0.1031116172671318}}}, "251": {"train": {"loss_reduced": 0.145391583442688, "pred": 0.18656811118125916, "loss_l2": 0.0005535974050872028, "loss_mape": 0.16182951629161835}}, "252": {"train": {"loss_reduced": 0.15044796466827393, "pred": 0.1562163382768631, "loss_l2": 0.0014976749662309885, "loss_mape": 0.2572304904460907}}, "253": {"train": {"loss_reduced": 0.14455318450927734, "pred": 0.1303092986345291, "loss_l2": 0.00014480852405540645, "loss_mape": 0.08324715495109558}}, "254": {"train": {"loss_reduced": 0.13919198513031006, "pred": 0.11842791736125946, "loss_l2": 8.380211511394009e-05, "loss_mape": 0.0657677948474884}}, "255": {"train": {"loss_reduced": 0.14582228660583496, "pred": 0.1212376281619072, "loss_l2": 0.0008474831702187657, "loss_mape": 0.1996372789144516}, "valid": {"0": {"loss_reduced": 0.1470547914505005, "pred": 0.12420637905597687, "valid_loss_l2": 0.0005220499588176608, "valid_loss_mape": 0.1553734689950943}}}, "256": {"train": {"loss_reduced": 0.14831781387329102, "pred": 0.18416446447372437, "loss_l2": 0.0006927103968337178, "loss_mape": 0.1774526685476303}}, "257": {"train": {"loss_reduced": 0.14472925662994385, "pred": 0.15468992292881012, "loss_l2": 0.0013865844812244177, "loss_mape": 0.25728639960289}}, "258": {"train": {"loss_reduced": 0.14501667022705078, "pred": 0.13463664054870605, "loss_l2": 0.00020071813196409494, "loss_mape": 0.09769567847251892}}, "259": {"train": {"loss_reduced": 0.14592480659484863, "pred": 0.12470454722642899, "loss_l2": 0.00020584373851306736, "loss_mape": 0.09831950813531876}}, "260": {"train": {"loss_reduced": 0.13850581645965576, "pred": 0.13228803873062134, "loss_l2": 6.0908096202183515e-05, "loss_mape": 0.0563468337059021}, "valid": {"0": {"loss_reduced": 0.1439448595046997, "pred": 0.13077756762504578, "valid_loss_l2": 0.00017337757162749767, "valid_loss_mape": 0.09147455543279648}}}, "261": {"train": {"loss_reduced": 0.14389753341674805, "pred": 0.19952958822250366, "loss_l2": 0.00017616423428989947, "loss_mape": 0.09223707765340805}}, "262": {"train": {"loss_reduced": 0.14509212970733643, "pred": 0.14888305962085724, "loss_l2": 0.002250612247735262, "loss_mape": 0.3269689381122589}}, "263": {"train": {"loss_reduced": 0.14102447032928467, "pred": 0.12129320204257965, "loss_l2": 9.903476893668994e-05, "loss_mape": 0.07056662440299988}}, "264": {"train": {"loss_reduced": 0.14526939392089844, "pred": 0.11154786497354507, "loss_l2": 0.0007126348791643977, "loss_mape": 0.1837635636329651}}, "265": {"train": {"loss_reduced": 0.14955246448516846, "pred": 0.12076292932033539, "loss_l2": 0.0013764477334916592, "loss_mape": 0.2480768859386444}, "valid": {"0": {"loss_reduced": 0.15284860134124756, "pred": 0.12696824967861176, "valid_loss_l2": 0.0006697925855405629, "valid_loss_mape": 0.16932016611099243}}}, "266": {"train": {"loss_reduced": 0.1418771743774414, "pred": 0.18931922316551208, "loss_l2": 0.0002930904447566718, "loss_mape": 0.12066694349050522}}, "267": {"train": {"loss_reduced": 0.1449573040008545, "pred": 0.14828315377235413, "loss_l2": 0.0015472080558538437, "loss_mape": 0.27135276794433594}}, "268": {"train": {"loss_reduced": 0.14548444747924805, "pred": 0.12652911245822906, "loss_l2": 1.0317454325559083e-05, "loss_mape": 0.022078506648540497}}, "269": {"train": {"loss_reduced": 0.14811694622039795, "pred": 0.1227869987487793, "loss_l2": 0.0005812007002532482, "loss_mape": 0.16276398301124573}}, "270": {"train": {"loss_reduced": 0.14819788932800293, "pred": 0.13922269642353058, "loss_l2": 0.0004311372176744044, "loss_mape": 0.14010891318321228}, "valid": {"0": {"loss_reduced": 0.14338934421539307, "pred": 0.14225196838378906, "valid_loss_l2": 1.2936237681060447e-06, "valid_loss_mape": 0.007932080887258053}}}, "271": {"train": {"loss_reduced": 0.14752936363220215, "pred": 0.21224252879619598, "loss_l2": 5.3815449064131826e-05, "loss_mape": 0.04972502589225769}}, "272": {"train": {"loss_reduced": 0.14943933486938477, "pred": 0.15390914678573608, "loss_l2": 0.0030793421901762486, "loss_mape": 0.37133342027664185}}, "273": {"train": {"loss_reduced": 0.1452629566192627, "pred": 0.12196260690689087, "loss_l2": 5.962200157227926e-05, "loss_mape": 0.05315552279353142}}, "274": {"train": {"loss_reduced": 0.14533936977386475, "pred": 0.11248500645160675, "loss_l2": 0.00048004993004724383, "loss_mape": 0.15075090527534485}}, "275": {"train": {"loss_reduced": 0.13582491874694824, "pred": 0.11838451027870178, "loss_l2": 0.0003102810587733984, "loss_mape": 0.12968751788139343}, "valid": {"0": {"loss_reduced": 0.13877451419830322, "pred": 0.11532533168792725, "valid_loss_l2": 0.0005498641403391957, "valid_loss_mape": 0.16897326707839966}}}, "276": {"train": {"loss_reduced": 0.1422274112701416, "pred": 0.17435890436172485, "loss_l2": 0.000874705146998167, "loss_mape": 0.20794454216957092}}, "277": {"train": {"loss_reduced": 0.14078378677368164, "pred": 0.15094023942947388, "loss_l2": 0.0011418461799621582, "loss_mape": 0.24002206325531006}}, "278": {"train": {"loss_reduced": 0.15025174617767334, "pred": 0.13754037022590637, "loss_l2": 1.6619396774331108e-05, "loss_mape": 0.027132393792271614}}, "279": {"train": {"loss_reduced": 0.14397060871124268, "pred": 0.13156236708164215, "loss_l2": 3.581352575565688e-05, "loss_mape": 0.04156709834933281}}, "280": {"train": {"loss_reduced": 0.14455747604370117, "pred": 0.13182973861694336, "loss_l2": 0.00036622173502109945, "loss_mape": 0.13238278031349182}, "valid": {"0": {"loss_reduced": 0.15288960933685303, "pred": 0.1348048746585846, "valid_loss_l2": 0.0003270576416980475, "valid_loss_mape": 0.11828622221946716}}}, "281": {"train": {"loss_reduced": 0.14291167259216309, "pred": 0.20414981245994568, "loss_l2": 4.038870974909514e-05, "loss_mape": 0.044469501823186874}}, "282": {"train": {"loss_reduced": 0.14391374588012695, "pred": 0.15030239522457123, "loss_l2": 0.0030150364618748426, "loss_mape": 0.38154345750808716}}, "283": {"train": {"loss_reduced": 0.14784514904022217, "pred": 0.12352629750967026, "loss_l2": 4.187664671917446e-05, "loss_mape": 0.043770235031843185}}, "284": {"train": {"loss_reduced": 0.14630019664764404, "pred": 0.11282940208911896, "loss_l2": 0.0005120804416947067, "loss_mape": 0.1546764373779297}}, "285": {"train": {"loss_reduced": 0.14107370376586914, "pred": 0.11281682550907135, "loss_l2": 0.000954933522734791, "loss_mape": 0.2190486043691635}, "valid": {"0": {"loss_reduced": 0.14805102348327637, "pred": 0.11658428609371185, "valid_loss_l2": 0.0009901556186378002, "valid_loss_mape": 0.21253982186317444}}}, "286": {"train": {"loss_reduced": 0.14693975448608398, "pred": 0.1719793677330017, "loss_l2": 0.0011999558191746473, "loss_mape": 0.23574545979499817}}, "287": {"train": {"loss_reduced": 0.1418900489807129, "pred": 0.15639913082122803, "loss_l2": 0.0010785252088680863, "loss_mape": 0.23145321011543274}}, "288": {"train": {"loss_reduced": 0.14466118812561035, "pred": 0.13829919695854187, "loss_l2": 0.00020708086958620697, "loss_mape": 0.0994759202003479}}, "289": {"train": {"loss_reduced": 0.14670252799987793, "pred": 0.13134951889514923, "loss_l2": 4.0948798414319754e-05, "loss_mape": 0.043619729578495026}}, "290": {"train": {"loss_reduced": 0.14798390865325928, "pred": 0.1322810798883438, "loss_l2": 0.00043730391189455986, "loss_mape": 0.1413113921880722}, "valid": {"0": {"loss_reduced": 0.1440598964691162, "pred": 0.1308375895023346, "valid_loss_l2": 0.0001748294016579166, "valid_loss_mape": 0.09178339689970016}}}, "291": {"train": {"loss_reduced": 0.1421654224395752, "pred": 0.19565485417842865, "loss_l2": 0.00010408578236820176, "loss_mape": 0.07176318764686584}}, "292": {"train": {"loss_reduced": 0.14858102798461914, "pred": 0.15068106353282928, "loss_l2": 0.002008288400247693, "loss_mape": 0.3016127347946167}}, "293": {"train": {"loss_reduced": 0.14281606674194336, "pred": 0.12342287600040436, "loss_l2": 0.00012621046334970742, "loss_mape": 0.07866302132606506}}, "294": {"train": {"loss_reduced": 0.14472758769989014, "pred": 0.11579129099845886, "loss_l2": 0.0003146699455101043, "loss_mape": 0.12256777286529541}}, "295": {"train": {"loss_reduced": 0.1502974033355713, "pred": 0.11760406941175461, "loss_l2": 0.0015715028857812285, "loss_mape": 0.26375827193260193}, "valid": {"0": {"loss_reduced": 0.1460883617401123, "pred": 0.12056595832109451, "valid_loss_l2": 0.0006513930857181549, "valid_loss_mape": 0.17470525205135345}}}, "296": {"train": {"loss_reduced": 0.14438581466674805, "pred": 0.18047699332237244, "loss_l2": 0.0007341195014305413, "loss_mape": 0.18765445053577423}}, "297": {"train": {"loss_reduced": 0.14534807205200195, "pred": 0.15395189821720123, "loss_l2": 0.0015494818799197674, "loss_mape": 0.27082201838493347}}, "298": {"train": {"loss_reduced": 0.14639830589294434, "pred": 0.1313125193119049, "loss_l2": 2.420543023617938e-05, "loss_mape": 0.03360627219080925}}, "299": {"train": {"loss_reduced": 0.14465749263763428, "pred": 0.12740007042884827, "loss_l2": 0.00010502100485609844, "loss_mape": 0.07084303349256516}}, "300": {"train": {"loss_reduced": 0.14942395687103271, "pred": 0.13526935875415802, "loss_l2": 0.00039831778849475086, "loss_mape": 0.13356560468673706}, "valid": {"0": {"loss_reduced": 0.14167511463165283, "pred": 0.1304967850446701, "valid_loss_l2": 0.000124955055071041, "valid_loss_mape": 0.07890114933252335}}}, "301": {"train": {"loss_reduced": 0.14613735675811768, "pred": 0.19530142843723297, "loss_l2": 0.0002631542447488755, "loss_mape": 0.11100535839796066}}, "302": {"train": {"loss_reduced": 0.14364218711853027, "pred": 0.15211033821105957, "loss_l2": 0.00238625705242157, "loss_mape": 0.3400764763355255}}, "303": {"train": {"loss_reduced": 0.1502397060394287, "pred": 0.13174037635326385, "loss_l2": 0.00015082553727552295, "loss_mape": 0.08174340426921844}}, "304": {"train": {"loss_reduced": 0.14047038555145264, "pred": 0.11361498385667801, "loss_l2": 0.00021273666061460972, "loss_mape": 0.10383323580026627}}, "305": {"train": {"loss_reduced": 0.1507030725479126, "pred": 0.12329400330781937, "loss_l2": 0.0009581687627360225, "loss_mape": 0.2053992748260498}, "valid": {"0": {"loss_reduced": 0.14125561714172363, "pred": 0.11460984498262405, "valid_loss_l2": 0.0007099971990101039, "valid_loss_mape": 0.18863514065742493}}}, "306": {"train": {"loss_reduced": 0.14973855018615723, "pred": 0.17472748458385468, "loss_l2": 0.0011548701440915465, "loss_mape": 0.22695143520832062}}, "307": {"train": {"loss_reduced": 0.13854539394378662, "pred": 0.15500737726688385, "loss_l2": 0.0016152129974216223, "loss_mape": 0.2900833487510681}}, "308": {"train": {"loss_reduced": 0.14312028884887695, "pred": 0.13504597544670105, "loss_l2": 0.00011162862210767344, "loss_mape": 0.07382213324308395}}, "309": {"train": {"loss_reduced": 0.14683747291564941, "pred": 0.12936389446258545, "loss_l2": 0.0001647030730964616, "loss_mape": 0.08740051090717316}}, "310": {"train": {"loss_reduced": 0.13947343826293945, "pred": 0.1346939355134964, "loss_l2": 5.0389069656375796e-05, "loss_mape": 0.05089518055319786}, "valid": {"0": {"loss_reduced": 0.15493261814117432, "pred": 0.13393259048461914, "valid_loss_l2": 0.00044100117520429194, "valid_loss_mape": 0.13554297387599945}}}, "311": {"train": {"loss_reduced": 0.14428269863128662, "pred": 0.19745327532291412, "loss_l2": 0.0001619907416170463, "loss_mape": 0.08821264654397964}}, "312": {"train": {"loss_reduced": 0.14459681510925293, "pred": 0.15346942842006683, "loss_l2": 0.002920580795034766, "loss_mape": 0.3737454414367676}}, "313": {"train": {"loss_reduced": 0.14859187602996826, "pred": 0.1274949461221695, "loss_l2": 6.493586988653988e-05, "loss_mape": 0.054230958223342896}}, "314": {"train": {"loss_reduced": 0.14371943473815918, "pred": 0.11383429169654846, "loss_l2": 0.0003849590721074492, "loss_mape": 0.13651858270168304}}, "315": {"train": {"loss_reduced": 0.1487288475036621, "pred": 0.12158334255218506, "loss_l2": 0.0009636729955673218, "loss_mape": 0.20872266590595245}, "valid": {"0": {"loss_reduced": 0.14141559600830078, "pred": 0.11607564240694046, "valid_loss_l2": 0.0006421132711693645, "valid_loss_mape": 0.1791878342628479}}}, "316": {"train": {"loss_reduced": 0.14314627647399902, "pred": 0.1795271933078766, "loss_l2": 0.0005709928809665143, "loss_mape": 0.16693034768104553}}, "317": {"train": {"loss_reduced": 0.14898228645324707, "pred": 0.15534880757331848, "loss_l2": 0.000684404163621366, "loss_mape": 0.1755988597869873}}, "318": {"train": {"loss_reduced": 0.14542698860168457, "pred": 0.1359805315732956, "loss_l2": 0.00017507853044662625, "loss_mape": 0.09098534286022186}}, "319": {"train": {"loss_reduced": 0.1457972526550293, "pred": 0.12917783856391907, "loss_l2": 9.190837590722367e-05, "loss_mape": 0.06575491279363632}}, "320": {"train": {"loss_reduced": 0.14010202884674072, "pred": 0.1338227540254593, "loss_l2": 9.166625386569649e-05, "loss_mape": 0.06833769381046295}, "valid": {"0": {"loss_reduced": 0.14395678043365479, "pred": 0.13204696774482727, "valid_loss_l2": 0.00014184364408720285, "valid_loss_mape": 0.08273186534643173}}}, "321": {"train": {"loss_reduced": 0.14587140083312988, "pred": 0.20297834277153015, "loss_l2": 0.00012680713552981615, "loss_mape": 0.07719722390174866}}, "322": {"train": {"loss_reduced": 0.14612197875976562, "pred": 0.15317916870117188, "loss_l2": 0.002934990916401148, "loss_mape": 0.37075570225715637}}, "323": {"train": {"loss_reduced": 0.14713799953460693, "pred": 0.12365024536848068, "loss_l2": 1.543367761769332e-05, "loss_mape": 0.026699913665652275}}, "324": {"train": {"loss_reduced": 0.14280593395233154, "pred": 0.11380106955766678, "loss_l2": 0.00037794528179802, "loss_mape": 0.13613450527191162}}, "325": {"train": {"loss_reduced": 0.14372313022613525, "pred": 0.11695989221334457, "loss_l2": 0.0009364491561427712, "loss_mape": 0.21291950345039368}, "valid": {"0": {"loss_reduced": 0.1439293622970581, "pred": 0.11711378395557404, "valid_loss_l2": 0.0007190752658061683, "valid_loss_mape": 0.18631069362163544}}}, "326": {"train": {"loss_reduced": 0.14766061305999756, "pred": 0.1746983379125595, "loss_l2": 0.0010868437821045518, "loss_mape": 0.22326409816741943}}, "327": {"train": {"loss_reduced": 0.1451479196548462, "pred": 0.15777745842933655, "loss_l2": 0.0010641264962032437, "loss_mape": 0.2247428148984909}}, "328": {"train": {"loss_reduced": 0.14808940887451172, "pred": 0.14131617546081543, "loss_l2": 0.00031064654467627406, "loss_mape": 0.11901707202196121}}, "329": {"train": {"loss_reduced": 0.1422652006149292, "pred": 0.12659426033496857, "loss_l2": 1.3856923033017665e-05, "loss_mape": 0.02616584300994873}}, "330": {"train": {"loss_reduced": 0.14565086364746094, "pred": 0.13113164901733398, "loss_l2": 0.00023877159401308745, "loss_mape": 0.10609093308448792}, "valid": {"0": {"loss_reduced": 0.139862060546875, "pred": 0.12384537607431412, "valid_loss_l2": 0.000256534171057865, "valid_loss_mape": 0.11451771855354309}}}, "331": {"train": {"loss_reduced": 0.14821350574493408, "pred": 0.19304130971431732, "loss_l2": 0.000407010578783229, "loss_mape": 0.1361178457736969}}, "332": {"train": {"loss_reduced": 0.14289319515228271, "pred": 0.15113499760627747, "loss_l2": 0.0019685919396579266, "loss_mape": 0.31050336360931396}}, "333": {"train": {"loss_reduced": 0.14413774013519287, "pred": 0.13053551316261292, "loss_l2": 0.00025962726795114577, "loss_mape": 0.11178857833147049}}, "334": {"train": {"loss_reduced": 0.1456371545791626, "pred": 0.11699353903532028, "loss_l2": 0.0004054926394019276, "loss_mape": 0.13826724886894226}}, "335": {"train": {"loss_reduced": 0.14895594120025635, "pred": 0.12059739232063293, "loss_l2": 0.001256330986507237, "loss_mape": 0.23795464634895325}, "valid": {"0": {"loss_reduced": 0.14186394214630127, "pred": 0.11634296178817749, "valid_loss_l2": 0.0006513204425573349, "valid_loss_mape": 0.17989757657051086}}}, "336": {"train": {"loss_reduced": 0.14614450931549072, "pred": 0.1855703592300415, "loss_l2": 0.0004956566845066845, "loss_mape": 0.152337908744812}}, "337": {"train": {"loss_reduced": 0.14685893058776855, "pred": 0.15445829927921295, "loss_l2": 0.0016083249356597662, "loss_mape": 0.27307790517807007}}, "338": {"train": {"loss_reduced": 0.14261257648468018, "pred": 0.12858863174915314, "loss_l2": 0.00010754928371170536, "loss_mape": 0.07271867245435715}}, "339": {"train": {"loss_reduced": 0.14718127250671387, "pred": 0.12335456162691116, "loss_l2": 0.0002696861047297716, "loss_mape": 0.11157752573490143}}, "340": {"train": {"loss_reduced": 0.1446298360824585, "pred": 0.12973052263259888, "loss_l2": 0.0003874238464049995, "loss_mape": 0.13609284162521362}, "valid": {"0": {"loss_reduced": 0.14143621921539307, "pred": 0.11965116858482361, "valid_loss_l2": 0.000474588421639055, "valid_loss_mape": 0.15402738749980927}}}, "341": {"train": {"loss_reduced": 0.14409184455871582, "pred": 0.188890278339386, "loss_l2": 0.0003523266641423106, "loss_mape": 0.1302666813135147}}, "342": {"train": {"loss_reduced": 0.1469719409942627, "pred": 0.15012657642364502, "loss_l2": 0.0013729305937886238, "loss_mape": 0.2521098852157593}}, "343": {"train": {"loss_reduced": 0.1463611125946045, "pred": 0.12973861396312714, "loss_l2": 9.450269135413691e-05, "loss_mape": 0.06641961634159088}}, "344": {"train": {"loss_reduced": 0.1415538787841797, "pred": 0.12156210839748383, "loss_l2": 6.197284528752789e-05, "loss_mape": 0.055613335222005844}}, "345": {"train": {"loss_reduced": 0.13571643829345703, "pred": 0.12056082487106323, "loss_l2": 0.00023263900948222727, "loss_mape": 0.11238511651754379}, "valid": {"0": {"loss_reduced": 0.15645968914031982, "pred": 0.11454138159751892, "valid_loss_l2": 0.0017571444623172283, "valid_loss_mape": 0.2679176330566406}}}, "346": {"train": {"loss_reduced": 0.14223527908325195, "pred": 0.17249998450279236, "loss_l2": 0.0006785711157135665, "loss_mape": 0.1831430196762085}}, "347": {"train": {"loss_reduced": 0.14154052734375, "pred": 0.1519792675971985, "loss_l2": 0.0012919293949380517, "loss_mape": 0.25394436717033386}}, "348": {"train": {"loss_reduced": 0.1490030288696289, "pred": 0.13510604202747345, "loss_l2": 3.425731620154693e-06, "loss_mape": 0.012421715073287487}}, "349": {"train": {"loss_reduced": 0.14728057384490967, "pred": 0.13624578714370728, "loss_l2": 0.00010508056584512815, "loss_mape": 0.06960104405879974}}, "350": {"train": {"loss_reduced": 0.1453852653503418, "pred": 0.1421586275100708, "loss_l2": 0.0001360079477308318, "loss_mape": 0.08021613955497742}, "valid": {"0": {"loss_reduced": 0.14643347263336182, "pred": 0.14632654190063477, "valid_loss_l2": 1.1434181601543969e-08, "valid_loss_mape": 0.0007302341982722282}}}, "351": {"train": {"loss_reduced": 0.14171350002288818, "pred": 0.10232719779014587, "loss_l2": 8.595558938395698e-06, "loss_mape": 0.02068834938108921}}, "352": {"train": {"loss_reduced": 0.1501704454421997, "pred": 0.13632003962993622, "loss_l2": 0.0020811213180422783, "loss_mape": 0.3037835359573364}}, "353": {"train": {"loss_reduced": 0.144872784614563, "pred": 0.17815712094306946, "loss_l2": 0.00011352777073625475, "loss_mape": 0.0735468789935112}}, "354": {"train": {"loss_reduced": 0.1439223289489746, "pred": 0.16839854419231415, "loss_l2": 0.0009462402667850256, "loss_mape": 0.2137334644794464}}, "355": {"train": {"loss_reduced": 0.15209901332855225, "pred": 0.15385663509368896, "loss_l2": 0.000197682500584051, "loss_mape": 0.09243952482938766}, "valid": {"0": {"loss_reduced": 0.13973939418792725, "pred": 0.15628699958324432, "valid_loss_l2": 0.00027382324333302677, "valid_loss_mape": 0.11841761320829391}}}, "356": {"train": {"loss_reduced": 0.14513146877288818, "pred": 0.11383222043514252, "loss_l2": 0.00021705651306547225, "loss_mape": 0.10151373594999313}}, "357": {"train": {"loss_reduced": 0.14512932300567627, "pred": 0.12966550886631012, "loss_l2": 0.001004616031423211, "loss_mape": 0.21839609742164612}}, "358": {"train": {"loss_reduced": 0.14678072929382324, "pred": 0.16274240612983704, "loss_l2": 0.00033715867903083563, "loss_mape": 0.1250973641872406}}, "359": {"train": {"loss_reduced": 0.14219224452972412, "pred": 0.16104307770729065, "loss_l2": 0.0004169246822129935, "loss_mape": 0.1435994803905487}}, "360": {"train": {"loss_reduced": 0.14392375946044922, "pred": 0.14468492567539215, "loss_l2": 7.811178511474282e-05, "loss_mape": 0.06140811741352081}, "valid": {"0": {"loss_reduced": 0.1493053436279297, "pred": 0.15695756673812866, "valid_loss_l2": 5.855651761521585e-05, "valid_loss_mape": 0.05125217139720917}}}, "361": {"train": {"loss_reduced": 0.14246773719787598, "pred": 0.10656148940324783, "loss_l2": 8.969982445705682e-05, "loss_mape": 0.0664782002568245}}, "362": {"train": {"loss_reduced": 0.14298725128173828, "pred": 0.12897777557373047, "loss_l2": 0.0013520214706659317, "loss_mape": 0.2571547031402588}}, "363": {"train": {"loss_reduced": 0.14563727378845215, "pred": 0.1681337058544159, "loss_l2": 0.00025510345585644245, "loss_mape": 0.10966943949460983}}, "364": {"train": {"loss_reduced": 0.14924442768096924, "pred": 0.16952873766422272, "loss_l2": 0.0006277018110267818, "loss_mape": 0.1678721159696579}}, "365": {"train": {"loss_reduced": 0.14494669437408447, "pred": 0.14750279486179352, "loss_l2": 0.0002898189704865217, "loss_mape": 0.11745055764913559}, "valid": {"0": {"loss_reduced": 0.14622151851654053, "pred": 0.15001444518566132, "valid_loss_l2": 1.4386292605195194e-05, "valid_loss_mape": 0.025939593091607094}}}, "366": {"train": {"loss_reduced": 0.14411628246307373, "pred": 0.10769235342741013, "loss_l2": 5.012518522562459e-05, "loss_mape": 0.04912640154361725}}, "367": {"train": {"loss_reduced": 0.1439816951751709, "pred": 0.13096246123313904, "loss_l2": 0.0015045510372146964, "loss_mape": 0.26939910650253296}}, "368": {"train": {"loss_reduced": 0.1461883783340454, "pred": 0.1722157895565033, "loss_l2": 0.00024890972417779267, "loss_mape": 0.1079215258359909}}, "369": {"train": {"loss_reduced": 0.1464252471923828, "pred": 0.16816481947898865, "loss_l2": 0.0009035449475049973, "loss_mape": 0.20528580248355865}}, "370": {"train": {"loss_reduced": 0.1436004638671875, "pred": 0.14974850416183472, "loss_l2": 0.0007261572172865272, "loss_mape": 0.18765471875667572}, "valid": {"0": {"loss_reduced": 0.14654028415679932, "pred": 0.15122488141059875, "valid_loss_l2": 2.1945452317595482e-05, "valid_loss_mape": 0.03196798264980316}}}, "371": {"train": {"loss_reduced": 0.13982820510864258, "pred": 0.10893552005290985, "loss_l2": 0.0001557858777232468, "loss_mape": 0.08926254510879517}}, "372": {"train": {"loss_reduced": 0.14436304569244385, "pred": 0.12322516739368439, "loss_l2": 0.0017159057315438986, "loss_mape": 0.28693971037864685}}, "373": {"train": {"loss_reduced": 0.15393579006195068, "pred": 0.162590891122818, "loss_l2": 0.0009921906748786569, "loss_mape": 0.20462465286254883}}, "374": {"train": {"loss_reduced": 0.14338648319244385, "pred": 0.17205393314361572, "loss_l2": 0.000570509466342628, "loss_mape": 0.16658014059066772}}, "375": {"train": {"loss_reduced": 0.14390313625335693, "pred": 0.15710049867630005, "loss_l2": 0.0009157783351838589, "loss_mape": 0.21029305458068848}, "valid": {"0": {"loss_reduced": 0.14465200901031494, "pred": 0.15821002423763275, "valid_loss_l2": 0.00018381977861281484, "valid_loss_mape": 0.09372849762439728}}}, "376": {"train": {"loss_reduced": 0.1498171091079712, "pred": 0.11083146184682846, "loss_l2": 5.645101555273868e-05, "loss_mape": 0.05015040561556816}}, "377": {"train": {"loss_reduced": 0.14385986328125, "pred": 0.1338808834552765, "loss_l2": 0.0011628306237980723, "loss_mape": 0.23703832924365997}}, "378": {"train": {"loss_reduced": 0.14391720294952393, "pred": 0.16958734393119812, "loss_l2": 0.00013846298679709435, "loss_mape": 0.08176249265670776}}, "379": {"train": {"loss_reduced": 0.14310109615325928, "pred": 0.16157296299934387, "loss_l2": 0.0008603415917605162, "loss_mape": 0.20497103035449982}}, "380": {"train": {"loss_reduced": 0.14547395706176758, "pred": 0.14560212194919586, "loss_l2": 0.0003214282914996147, "loss_mape": 0.12324144691228867}, "valid": {"0": {"loss_reduced": 0.1450589895248413, "pred": 0.13891224563121796, "valid_loss_l2": 3.778246173169464e-05, "valid_loss_mape": 0.04237409681081772}}}, "381": {"train": {"loss_reduced": 0.14580535888671875, "pred": 0.20500090718269348, "loss_l2": 1.77093045294896e-06, "loss_mape": 0.00912698358297348}}, "382": {"train": {"loss_reduced": 0.1476283073425293, "pred": 0.15404745936393738, "loss_l2": 0.0028198177460581064, "loss_mape": 0.35970038175582886}}, "383": {"train": {"loss_reduced": 0.14366626739501953, "pred": 0.1234331801533699, "loss_l2": 8.60757427290082e-05, "loss_mape": 0.06457814574241638}}, "384": {"train": {"loss_reduced": 0.14201569557189941, "pred": 0.11328975856304169, "loss_l2": 0.00024850599584169686, "loss_mape": 0.11100232601165771}}, "385": {"train": {"loss_reduced": 0.1491793394088745, "pred": 0.11910198628902435, "loss_l2": 0.0010368712246418, "loss_mape": 0.2158508449792862}, "valid": {"0": {"loss_reduced": 0.14530038833618164, "pred": 0.11674532294273376, "valid_loss_l2": 0.0008153917733579874, "valid_loss_mape": 0.19652435183525085}}}, "386": {"train": {"loss_reduced": 0.146764874458313, "pred": 0.1732446253299713, "loss_l2": 0.0009740727837197483, "loss_mape": 0.2126540094614029}}, "387": {"train": {"loss_reduced": 0.14552199840545654, "pred": 0.15848885476589203, "loss_l2": 0.000617197947576642, "loss_mape": 0.1707196831703186}}, "388": {"train": {"loss_reduced": 0.14074790477752686, "pred": 0.13853897154331207, "loss_l2": 0.00044205132871866226, "loss_mape": 0.1493806689977646}}, "389": {"train": {"loss_reduced": 0.14483189582824707, "pred": 0.12817765772342682, "loss_l2": 5.0857259338954464e-05, "loss_mape": 0.04923934489488602}}, "390": {"train": {"loss_reduced": 0.14431464672088623, "pred": 0.12963427603244781, "loss_l2": 0.0003480669402051717, "loss_mape": 0.12927691638469696}, "valid": {"0": {"loss_reduced": 0.15179014205932617, "pred": 0.13233351707458496, "valid_loss_l2": 0.0003785602457355708, "valid_loss_mape": 0.1281810849905014}}}, "391": {"train": {"loss_reduced": 0.14958548545837402, "pred": 0.1975933313369751, "loss_l2": 0.00023879784566815943, "loss_mape": 0.10330604761838913}}, "392": {"train": {"loss_reduced": 0.14567923545837402, "pred": 0.15713068842887878, "loss_l2": 0.0028407128993421793, "loss_mape": 0.3658609092235565}}, "393": {"train": {"loss_reduced": 0.1428217887878418, "pred": 0.12737475335597992, "loss_l2": 0.0001404503855155781, "loss_mape": 0.08297877013683319}}, "394": {"train": {"loss_reduced": 0.14618980884552002, "pred": 0.11551066488027573, "loss_l2": 0.0004992044414393604, "loss_mape": 0.15283475816249847}}, "395": {"train": {"loss_reduced": 0.13749241828918457, "pred": 0.11740171909332275, "loss_l2": 0.0005244280910119414, "loss_mape": 0.16655750572681427}, "valid": {"0": {"loss_reduced": 0.14417529106140137, "pred": 0.11645878106355667, "valid_loss_l2": 0.0007682049181312323, "valid_loss_mape": 0.19224174320697784}}}, "396": {"train": {"loss_reduced": 0.153633713722229, "pred": 0.18253690004348755, "loss_l2": 0.0010455000447109342, "loss_mape": 0.21046288311481476}}, "397": {"train": {"loss_reduced": 0.14114844799041748, "pred": 0.15604925155639648, "loss_l2": 0.0014510074397549033, "loss_mape": 0.2698725461959839}}, "398": {"train": {"loss_reduced": 0.1435832977294922, "pred": 0.13604696094989777, "loss_l2": 0.00020380922069307417, "loss_mape": 0.09942783415317535}}, "399": {"train": {"loss_reduced": 0.1416614055633545, "pred": 0.12751534581184387, "loss_l2": 4.58687554782955e-06, "loss_mape": 0.015118437819182873}}, "400": {"train": {"loss_reduced": 0.14927279949188232, "pred": 0.1267913579940796, "loss_l2": 0.0006532861152663827, "loss_mape": 0.17122653126716614}, "valid": {"0": {"loss_reduced": 0.14335954189300537, "pred": 0.12315486371517181, "valid_loss_l2": 0.00040822901064530015, "valid_loss_mape": 0.14093710482120514}}}, "401": {"train": {"loss_reduced": 0.14712345600128174, "pred": 0.18338747322559357, "loss_l2": 0.0004295421822462231, "loss_mape": 0.1408708095550537}}, "402": {"train": {"loss_reduced": 0.14739716053009033, "pred": 0.15667979419231415, "loss_l2": 0.001698712003417313, "loss_mape": 0.2796216309070587}}, "403": {"train": {"loss_reduced": 0.1408839225769043, "pred": 0.12940840423107147, "loss_l2": 9.986336226575077e-05, "loss_mape": 0.07093191146850586}}, "404": {"train": {"loss_reduced": 0.14668750762939453, "pred": 0.12599965929985046, "loss_l2": 0.00024041521828621626, "loss_mape": 0.10570313036441803}}, "405": {"train": {"loss_reduced": 0.15170824527740479, "pred": 0.14094378054141998, "loss_l2": 0.0003830587083939463, "loss_mape": 0.12901003658771515}, "valid": {"0": {"loss_reduced": 0.137162446975708, "pred": 0.13410063087940216, "valid_loss_l2": 9.374717592436355e-06, "valid_loss_mape": 0.022322554141283035}}}, "406": {"train": {"loss_reduced": 0.14065337181091309, "pred": 0.20280738174915314, "loss_l2": 3.2852065487531945e-05, "loss_mape": 0.04075033590197563}}, "407": {"train": {"loss_reduced": 0.1494913101196289, "pred": 0.1547439694404602, "loss_l2": 0.0032640695571899414, "loss_mape": 0.38217630982398987}}, "408": {"train": {"loss_reduced": 0.14164841175079346, "pred": 0.11896564811468124, "loss_l2": 4.794491906068288e-05, "loss_mape": 0.04888319596648216}}, "409": {"train": {"loss_reduced": 0.14629054069519043, "pred": 0.11148456484079361, "loss_l2": 0.0006080504972487688, "loss_mape": 0.16855964064598083}}, "410": {"train": {"loss_reduced": 0.1447526216506958, "pred": 0.118477463722229, "loss_l2": 0.0008340147905983031, "loss_mape": 0.19950805604457855}, "valid": {"0": {"loss_reduced": 0.15099120140075684, "pred": 0.11113987863063812, "valid_loss_l2": 0.0015881279250606894, "valid_loss_mape": 0.26393142342567444}}}, "411": {"train": {"loss_reduced": 0.1466273069381714, "pred": 0.16416676342487335, "loss_l2": 0.0013305899919942021, "loss_mape": 0.24877530336380005}}, "412": {"train": {"loss_reduced": 0.14609253406524658, "pred": 0.1638908088207245, "loss_l2": 0.00038514620973728597, "loss_mape": 0.13433364033699036}}, "413": {"train": {"loss_reduced": 0.1475391387939453, "pred": 0.1490972936153412, "loss_l2": 0.0004243387666065246, "loss_mape": 0.13962046802043915}}, "414": {"train": {"loss_reduced": 0.14159691333770752, "pred": 0.13501118123531342, "loss_l2": 0.000103241931356024, "loss_mape": 0.07175865024328232}}, "415": {"train": {"loss_reduced": 0.1414419412612915, "pred": 0.12897279858589172, "loss_l2": 3.755711077246815e-05, "loss_mape": 0.043327923864126205}, "valid": {"0": {"loss_reduced": 0.14594006538391113, "pred": 0.13048724830150604, "valid_loss_l2": 0.00023878955107647926, "valid_loss_mape": 0.10588467866182327}}}, "416": {"train": {"loss_reduced": 0.14622974395751953, "pred": 0.176821768283844, "loss_l2": 0.0005392079474404454, "loss_mape": 0.15879705548286438}}, "417": {"train": {"loss_reduced": 0.14993000030517578, "pred": 0.1578029990196228, "loss_l2": 0.0010272329673171043, "loss_mape": 0.2137695997953415}}, "418": {"train": {"loss_reduced": 0.14925575256347656, "pred": 0.13991516828536987, "loss_l2": 9.35219504754059e-05, "loss_mape": 0.06479264050722122}}, "419": {"train": {"loss_reduced": 0.13298583030700684, "pred": 0.12517251074314117, "loss_l2": 5.1019338570768014e-05, "loss_mape": 0.053710851818323135}}, "420": {"train": {"loss_reduced": 0.14688479900360107, "pred": 0.12458543479442596, "loss_l2": 0.0006641809013672173, "loss_mape": 0.175455242395401}, "valid": {"0": {"loss_reduced": 0.14861786365509033, "pred": 0.12727487087249756, "valid_loss_l2": 0.000455523346317932, "valid_loss_mape": 0.143609881401062}}}, "421": {"train": {"loss_reduced": 0.14204037189483643, "pred": 0.18607120215892792, "loss_l2": 0.00030625174986198545, "loss_mape": 0.12320476025342941}}, "422": {"train": {"loss_reduced": 0.14686870574951172, "pred": 0.15178805589675903, "loss_l2": 0.00194421480409801, "loss_mape": 0.300222247838974}}, "423": {"train": {"loss_reduced": 0.1480196714401245, "pred": 0.12854617834091187, "loss_l2": 3.963205926993396e-06, "loss_mape": 0.013449430465698242}}, "424": {"train": {"loss_reduced": 0.14522051811218262, "pred": 0.12257269024848938, "loss_l2": 0.000317671918310225, "loss_mape": 0.12273302674293518}}, "425": {"train": {"loss_reduced": 0.14812612533569336, "pred": 0.13950397074222565, "loss_l2": 0.0001858127216110006, "loss_mape": 0.09202504903078079}, "valid": {"0": {"loss_reduced": 0.1399381160736084, "pred": 0.13024546205997467, "valid_loss_l2": 9.394754306413233e-05, "valid_loss_mape": 0.06926386058330536}}}, "426": {"train": {"loss_reduced": 0.14471185207366943, "pred": 0.1872067004442215, "loss_l2": 0.00029757694574072957, "loss_mape": 0.1192052960395813}}, "427": {"train": {"loss_reduced": 0.14602625370025635, "pred": 0.15327800810337067, "loss_l2": 0.0019322148291394114, "loss_mape": 0.3010209798812866}}, "428": {"train": {"loss_reduced": 0.14410829544067383, "pred": 0.12797051668167114, "loss_l2": 5.718559623346664e-05, "loss_mape": 0.052475228905677795}}, "429": {"train": {"loss_reduced": 0.14834272861480713, "pred": 0.12550793588161469, "loss_l2": 0.0002252057020086795, "loss_mape": 0.10116340219974518}}, "430": {"train": {"loss_reduced": 0.13794982433319092, "pred": 0.12074930965900421, "loss_l2": 0.0004657910903915763, "loss_mape": 0.1564495861530304}, "valid": {"0": {"loss_reduced": 0.14603126049041748, "pred": 0.12610724568367004, "valid_loss_l2": 0.00039696635212749243, "valid_loss_mape": 0.13643664121627808}}}, "431": {"train": {"loss_reduced": 0.14903795719146729, "pred": 0.19385933876037598, "loss_l2": 0.00039145926712080836, "loss_mape": 0.1327536255121231}}, "432": {"train": {"loss_reduced": 0.14111757278442383, "pred": 0.14971019327640533, "loss_l2": 0.002038102364167571, "loss_mape": 0.31991299986839294}}, "433": {"train": {"loss_reduced": 0.14386892318725586, "pred": 0.130234032869339, "loss_l2": 0.00021009855845477432, "loss_mape": 0.10074988007545471}}, "434": {"train": {"loss_reduced": 0.1435551643371582, "pred": 0.11260005086660385, "loss_l2": 0.0006075078854337335, "loss_mape": 0.1716948002576828}}, "435": {"train": {"loss_reduced": 0.145416259765625, "pred": 0.12396761775016785, "loss_l2": 0.0007720875437371433, "loss_mape": 0.19108223915100098}, "valid": {"0": {"loss_reduced": 0.1514875888824463, "pred": 0.12513375282287598, "valid_loss_l2": 0.0006945246714167297, "valid_loss_mape": 0.17396695911884308}}}, "436": {"train": {"loss_reduced": 0.14798152446746826, "pred": 0.18652930855751038, "loss_l2": 0.0004567995492834598, "loss_mape": 0.1444293111562729}}, "437": {"train": {"loss_reduced": 0.1500229835510254, "pred": 0.15616363286972046, "loss_l2": 0.0013388582738116384, "loss_mape": 0.24389870464801788}}, "438": {"train": {"loss_reduced": 0.1457294225692749, "pred": 0.13177645206451416, "loss_l2": 2.178908653149847e-05, "loss_mape": 0.03203113004565239}}, "439": {"train": {"loss_reduced": 0.14033079147338867, "pred": 0.12664300203323364, "loss_l2": 3.218891652068123e-05, "loss_mape": 0.04042967036366463}}, "440": {"train": {"loss_reduced": 0.14278948307037354, "pred": 0.12734220921993256, "loss_l2": 0.0004489836865104735, "loss_mape": 0.14839492738246918}, "valid": {"0": {"loss_reduced": 0.14032888412475586, "pred": 0.1344120055437088, "valid_loss_l2": 3.500945240375586e-05, "valid_loss_mape": 0.04216436669230461}}}, "441": {"train": {"loss_reduced": 0.14786148071289062, "pred": 0.19673648476600647, "loss_l2": 0.0002431260800221935, "loss_mape": 0.10545343160629272}}, "442": {"train": {"loss_reduced": 0.13799834251403809, "pred": 0.15099039673805237, "loss_l2": 0.003023243974894285, "loss_mape": 0.39843979477882385}}, "443": {"train": {"loss_reduced": 0.14349818229675293, "pred": 0.1283801645040512, "loss_l2": 0.00018199313490185887, "loss_mape": 0.09401152282953262}}, "444": {"train": {"loss_reduced": 0.14626359939575195, "pred": 0.11725569516420364, "loss_l2": 0.00038228914490900934, "loss_mape": 0.13367792963981628}}, "445": {"train": {"loss_reduced": 0.15565431118011475, "pred": 0.12324697524309158, "loss_l2": 0.0015113211702555418, "loss_mape": 0.24975673854351044}, "valid": {"0": {"loss_reduced": 0.1472257375717163, "pred": 0.12259995937347412, "valid_loss_l2": 0.0006064289482310414, "valid_loss_mape": 0.16726544499397278}}}, "446": {"train": {"loss_reduced": 0.14408814907073975, "pred": 0.18342015147209167, "loss_l2": 0.000455558329122141, "loss_mape": 0.14813023805618286}}, "447": {"train": {"loss_reduced": 0.1465766429901123, "pred": 0.15447945892810822, "loss_l2": 0.001829332672059536, "loss_mape": 0.2917975187301636}}, "448": {"train": {"loss_reduced": 0.14172542095184326, "pred": 0.12549316883087158, "loss_l2": 1.2851981409767177e-05, "loss_mape": 0.02529515139758587}}, "449": {"train": {"loss_reduced": 0.14483892917633057, "pred": 0.12462379783391953, "loss_l2": 0.0002258125605294481, "loss_mape": 0.10375015437602997}}, "450": {"train": {"loss_reduced": 0.14778387546539307, "pred": 0.12968440353870392, "loss_l2": 0.0006912475218996406, "loss_mape": 0.17790564894676208}, "valid": {"0": {"loss_reduced": 0.1502922773361206, "pred": 0.13762183487415314, "valid_loss_l2": 0.00016054011939559132, "valid_loss_mape": 0.08430534601211548}}}, "451": {"train": {"loss_reduced": 0.14531588554382324, "pred": 0.19435390830039978, "loss_l2": 0.00020934500207658857, "loss_mape": 0.09956763684749603}}, "452": {"train": {"loss_reduced": 0.14692449569702148, "pred": 0.15708868205547333, "loss_l2": 0.002950941678136587, "loss_mape": 0.36973121762275696}}, "453": {"train": {"loss_reduced": 0.14388704299926758, "pred": 0.12557752430438995, "loss_l2": 9.699804650153965e-05, "loss_mape": 0.06844785064458847}}, "454": {"train": {"loss_reduced": 0.14588820934295654, "pred": 0.11582344770431519, "loss_l2": 0.0003786663874052465, "loss_mape": 0.13338536024093628}}, "455": {"train": {"loss_reduced": 0.15281236171722412, "pred": 0.11596134305000305, "loss_l2": 0.0016696611419320107, "loss_mape": 0.267396479845047}, "valid": {"0": {"loss_reduced": 0.1364269256591797, "pred": 0.11761807650327682, "valid_loss_l2": 0.00035377280437387526, "valid_loss_mape": 0.13786756992340088}}}, "456": {"train": {"loss_reduced": 0.1440027952194214, "pred": 0.17343619465827942, "loss_l2": 0.0006596589810214937, "loss_mape": 0.17835645377635956}}, "457": {"train": {"loss_reduced": 0.1439967155456543, "pred": 0.1540079265832901, "loss_l2": 0.0013197573134675622, "loss_mape": 0.25228676199913025}}, "458": {"train": {"loss_reduced": 0.144128680229187, "pred": 0.13243544101715088, "loss_l2": 1.4316407032310963e-05, "loss_mape": 0.026252254843711853}}, "459": {"train": {"loss_reduced": 0.14481759071350098, "pred": 0.13013790547847748, "loss_l2": 0.00015616961172781885, "loss_mape": 0.08629327267408371}}, "460": {"train": {"loss_reduced": 0.15206849575042725, "pred": 0.13967064023017883, "loss_l2": 0.0005905476282350719, "loss_mape": 0.15980421006679535}, "valid": {"0": {"loss_reduced": 0.14741027355194092, "pred": 0.14457230269908905, "valid_loss_l2": 8.05407853476936e-06, "valid_loss_mape": 0.019252192229032516}}}, "461": {"train": {"loss_reduced": 0.14776194095611572, "pred": 0.2125641256570816, "loss_l2": 3.1022183975437656e-05, "loss_mape": 0.03769411891698837}}, "462": {"train": {"loss_reduced": 0.14489257335662842, "pred": 0.15882089734077454, "loss_l2": 0.004540280904620886, "loss_mape": 0.4650452733039856}}, "463": {"train": {"loss_reduced": 0.15080440044403076, "pred": 0.13079147040843964, "loss_l2": 0.0002471819461788982, "loss_mape": 0.10425439476966858}}, "464": {"train": {"loss_reduced": 0.14066529273986816, "pred": 0.11100669950246811, "loss_l2": 0.00018078257562592626, "loss_mape": 0.09558535367250443}}, "465": {"train": {"loss_reduced": 0.1402524709701538, "pred": 0.10775556415319443, "loss_l2": 0.0009038912248797715, "loss_mape": 0.21436189115047455}, "valid": {"0": {"loss_reduced": 0.1422569751739502, "pred": 0.10257871448993683, "valid_loss_l2": 0.0015743643743917346, "valid_loss_mape": 0.27891960740089417}}}, "466": {"train": {"loss_reduced": 0.14736557006835938, "pred": 0.15870825946331024, "loss_l2": 0.0017095322255045176, "loss_mape": 0.2805708944797516}}, "467": {"train": {"loss_reduced": 0.1374415159225464, "pred": 0.15599697828292847, "loss_l2": 0.0008277437300421298, "loss_mape": 0.209329292178154}}, "468": {"train": {"loss_reduced": 0.14597463607788086, "pred": 0.14110027253627777, "loss_l2": 1.921661578307976e-06, "loss_mape": 0.009496444836258888}}, "469": {"train": {"loss_reduced": 0.14849519729614258, "pred": 0.14866730570793152, "loss_l2": 2.4109778678393923e-05, "loss_mape": 0.033066194504499435}}, "470": {"train": {"loss_reduced": 0.14593231678009033, "pred": 0.14319700002670288, "loss_l2": 1.9906818238268897e-07, "loss_mape": 0.0030573802068829536}, "valid": {"0": {"loss_reduced": 0.14759397506713867, "pred": 0.13765540719032288, "valid_loss_l2": 9.877513366518542e-05, "valid_loss_mape": 0.06733722239732742}}}, "471": {"train": {"loss_reduced": 0.14346885681152344, "pred": 0.2002427726984024, "loss_l2": 6.499262781289872e-06, "loss_mape": 0.0177694670855999}}, "472": {"train": {"loss_reduced": 0.1495208740234375, "pred": 0.1569569706916809, "loss_l2": 0.0028966243844479322, "loss_mape": 0.3599517345428467}}, "473": {"train": {"loss_reduced": 0.1444305181503296, "pred": 0.12659239768981934, "loss_l2": 0.00013346329797059298, "loss_mape": 0.07998747378587723}}, "474": {"train": {"loss_reduced": 0.145979642868042, "pred": 0.11486487835645676, "loss_l2": 0.0004458097682800144, "loss_mape": 0.1446380317211151}}, "475": {"train": {"loss_reduced": 0.13964712619781494, "pred": 0.11415184289216995, "loss_l2": 0.0008578895940445364, "loss_mape": 0.20974117517471313}, "valid": {"0": {"loss_reduced": 0.14422857761383057, "pred": 0.11636058986186981, "valid_loss_l2": 0.0007766247144900262, "valid_loss_mape": 0.19322098791599274}}}, "476": {"train": {"loss_reduced": 0.14434921741485596, "pred": 0.18052883446216583, "loss_l2": 0.0006292113685049117, "loss_mape": 0.1737736165523529}}, "477": {"train": {"loss_reduced": 0.1498711109161377, "pred": 0.15570461750030518, "loss_l2": 0.001213009818457067, "loss_mape": 0.23238828778266907}}, "478": {"train": {"loss_reduced": 0.14410245418548584, "pred": 0.1302414983510971, "loss_l2": 1.0326837582397275e-05, "loss_mape": 0.02230038121342659}}, "479": {"train": {"loss_reduced": 0.14204418659210205, "pred": 0.12817472219467163, "loss_l2": 6.643798406003043e-05, "loss_mape": 0.05738320201635361}}, "480": {"train": {"loss_reduced": 0.14428222179412842, "pred": 0.13734716176986694, "loss_l2": 0.00010710037167882547, "loss_mape": 0.07172700017690659}, "valid": {"0": {"loss_reduced": 0.14669525623321533, "pred": 0.12951596081256866, "valid_loss_l2": 0.00029512817854993045, "valid_loss_mape": 0.11710873246192932}}}, "481": {"train": {"loss_reduced": 0.14449834823608398, "pred": 0.19505153596401215, "loss_l2": 0.00011751461715903133, "loss_mape": 0.07502103596925735}}, "482": {"train": {"loss_reduced": 0.14449763298034668, "pred": 0.14975526928901672, "loss_l2": 0.0020457461941987276, "loss_mape": 0.31301501393318176}}, "483": {"train": {"loss_reduced": 0.14452588558197021, "pred": 0.12458215653896332, "loss_l2": 1.0214423127763439e-05, "loss_mape": 0.02211369201540947}}, "484": {"train": {"loss_reduced": 0.14574909210205078, "pred": 0.12198682874441147, "loss_l2": 0.00029413271113298833, "loss_mape": 0.11767001450061798}}, "485": {"train": {"loss_reduced": 0.15108752250671387, "pred": 0.13085687160491943, "loss_l2": 0.000815295148640871, "loss_mape": 0.1889856457710266}, "valid": {"0": {"loss_reduced": 0.1434406042098999, "pred": 0.1334305852651596, "valid_loss_l2": 0.00010020047920988873, "valid_loss_mape": 0.06978511065244675}}}, "486": {"train": {"loss_reduced": 0.13939499855041504, "pred": 0.19159480929374695, "loss_l2": 0.00012513535330072045, "loss_mape": 0.08024958521127701}}, "487": {"train": {"loss_reduced": 0.15137219429016113, "pred": 0.15366090834140778, "loss_l2": 0.0022546888794749975, "loss_mape": 0.3136874735355377}}, "488": {"train": {"loss_reduced": 0.14671802520751953, "pred": 0.12327437102794647, "loss_l2": 1.8019123615431454e-07, "loss_mape": 0.0028932327404618263}}, "489": {"train": {"loss_reduced": 0.14002525806427002, "pred": 0.11833202093839645, "loss_l2": 0.00016561347001697868, "loss_mape": 0.09190548956394196}}, "490": {"train": {"loss_reduced": 0.1499309539794922, "pred": 0.12106083333492279, "loss_l2": 0.0012103939661756158, "loss_mape": 0.23204492032527924}, "valid": {"0": {"loss_reduced": 0.14798033237457275, "pred": 0.12337260693311691, "valid_loss_l2": 0.0006055401754565537, "valid_loss_mape": 0.1662905067205429}}}, "491": {"train": {"loss_reduced": 0.14055919647216797, "pred": 0.18721430003643036, "loss_l2": 0.0002138661511708051, "loss_mape": 0.10404273867607117}}, "492": {"train": {"loss_reduced": 0.1486525535583496, "pred": 0.14600181579589844, "loss_l2": 0.000828045594971627, "loss_mape": 0.19357743859291077}}, "493": {"train": {"loss_reduced": 0.14474916458129883, "pred": 0.1281355619430542, "loss_l2": 2.3782087737345137e-05, "loss_mape": 0.03369061276316643}}, "494": {"train": {"loss_reduced": 0.1447063684463501, "pred": 0.12706883251667023, "loss_l2": 0.00020216303528286517, "loss_mape": 0.09825693815946579}}, "495": {"train": {"loss_reduced": 0.1475818157196045, "pred": 0.14280278980731964, "loss_l2": 0.00018460692081134766, "loss_mape": 0.0920642763376236}, "valid": {"0": {"loss_reduced": 0.14750802516937256, "pred": 0.12989424169063568, "valid_loss_l2": 0.00031024537747725844, "valid_loss_mape": 0.1194089874625206}}}, "496": {"train": {"loss_reduced": 0.14781618118286133, "pred": 0.19588439166545868, "loss_l2": 0.00021615558944176883, "loss_mape": 0.09946293383836746}}, "497": {"train": {"loss_reduced": 0.14140427112579346, "pred": 0.15362779796123505, "loss_l2": 0.0028691033367067575, "loss_mape": 0.37880051136016846}}, "498": {"train": {"loss_reduced": 0.14680469036102295, "pred": 0.12894797325134277, "loss_l2": 6.975534779485315e-05, "loss_mape": 0.05689168721437454}}, "499": {"train": {"loss_reduced": 0.14562904834747314, "pred": 0.1196761205792427, "loss_l2": 0.0002797975321300328, "loss_mape": 0.11486135423183441}}, "500": {"train": {"loss_reduced": 0.15064167976379395, "pred": 0.1241660937666893, "loss_l2": 0.0010196523508056998, "loss_mape": 0.2119731903076172}, "valid": {"0": {"loss_reduced": 0.13892090320587158, "pred": 0.1319536417722702, "valid_loss_l2": 4.854273356613703e-05, "valid_loss_mape": 0.050152722746133804}}}}