FrankCCCCC
/

CIFAR2_32_attr_ckpts

Model card Files Files and versions Community

FrankCCCCC commited on Nov 26, 2024

Commit

84ca04d

verified ·

1 Parent(s): fd64f17

Upload res_CIFAR2_32_lr0.0005_ep100_bs2048_attr_ckpts/md_0/step_30/pred_target.json with huggingface_hub

Browse files

Files changed (1) hide show

res_CIFAR2_32_lr0.0005_ep100_bs2048_attr_ckpts/md_0/step_30/pred_target.json +1 -0

res_CIFAR2_32_lr0.0005_ep100_bs2048_attr_ckpts/md_0/step_30/pred_target.json ADDED Viewed

	@@ -0,0 +1 @@

+ {"1": {"train": {"loss_reduced": 0.12371791899204254, "pred": 0.19653628766536713, "loss_l2": 1.7756823301315308, "loss_mape": 10.770851135253906}}, "2": {"train": {"loss_reduced": 0.1253654658794403, "pred": 0.08360199630260468, "loss_l2": 0.005165592301636934, "loss_mape": 0.5733002424240112}}, "3": {"train": {"loss_reduced": 0.12586313486099243, "pred": 0.059292878955602646, "loss_l2": 0.0016914457082748413, "loss_mape": 0.3267612159252167}}, "4": {"train": {"loss_reduced": 0.12241218984127045, "pred": 0.057123325765132904, "loss_l2": 0.004026088863611221, "loss_mape": 0.5183427333831787}}, "5": {"train": {"loss_reduced": 0.14165228605270386, "pred": 0.07327201962471008, "loss_l2": 0.007079360540956259, "loss_mape": 0.5939822196960449}, "valid": {"0": {"loss_reduced": 0.11794482171535492, "pred": 0.07203203439712524, "valid_loss_l2": 0.0021079841535538435, "valid_loss_mape": 0.38927343487739563}}}, "6": {"train": {"loss_reduced": 0.13389569520950317, "pred": 0.31155791878700256, "loss_l2": 0.0036930805072188377, "loss_mape": 0.4538661241531372}}, "7": {"train": {"loss_reduced": 0.12496034801006317, "pred": 0.0840618908405304, "loss_l2": 0.03234319016337395, "loss_mape": 1.439193606376648}}, "8": {"train": {"loss_reduced": 0.11761027574539185, "pred": 0.05676478147506714, "loss_l2": 0.0009687597048468888, "loss_mape": 0.26464444398880005}}, "9": {"train": {"loss_reduced": 0.12368059158325195, "pred": 0.06420968472957611, "loss_l2": 0.004558754153549671, "loss_mape": 0.5459105968475342}}, "10": {"train": {"loss_reduced": 0.13090741634368896, "pred": 0.09713466465473175, "loss_l2": 0.00460892403498292, "loss_mape": 0.5186036229133606}, "valid": {"0": {"loss_reduced": 0.12091673910617828, "pred": 0.09650537371635437, "valid_loss_l2": 0.00059591478202492, "valid_loss_mape": 0.20188574492931366}}}, "11": {"train": {"loss_reduced": 0.1208801120519638, "pred": 0.3568253517150879, "loss_l2": 0.0005198297440074384, "loss_mape": 0.18861477077007294}}, "12": {"train": {"loss_reduced": 0.13228879868984222, "pred": 0.12363328039646149, "loss_l2": 0.04909664765000343, "loss_mape": 1.674953818321228}}, "13": {"train": {"loss_reduced": 0.12293696403503418, "pred": 0.061517514288425446, "loss_l2": 1.7522999087304925e-06, "loss_mape": 0.010767670348286629}}, "14": {"train": {"loss_reduced": 0.12805791199207306, "pred": 0.04432249441742897, "loss_l2": 0.004480689764022827, "loss_mape": 0.5227162837982178}}, "15": {"train": {"loss_reduced": 0.11975741386413574, "pred": 0.04823612794280052, "loss_l2": 0.005340188276022673, "loss_mape": 0.6102051734924316}, "valid": {"0": {"loss_reduced": 0.12169899046421051, "pred": 0.04713430255651474, "valid_loss_l2": 0.005559892859309912, "valid_loss_mape": 0.6126976609230042}}}, "16": {"train": {"loss_reduced": 0.12292453646659851, "pred": 0.1633434295654297, "loss_l2": 0.005894130561500788, "loss_mape": 0.6245558857917786}}, "17": {"train": {"loss_reduced": 0.12086239457130432, "pred": 0.12565283477306366, "loss_l2": 0.0021838222164660692, "loss_mape": 0.386649489402771}}, "18": {"train": {"loss_reduced": 0.12167540192604065, "pred": 0.10137581825256348, "loss_l2": 1.6567676084378036e-06, "loss_mape": 0.010578595101833344}}, "19": {"train": {"loss_reduced": 0.12923628091812134, "pred": 0.10809818655252457, "loss_l2": 0.0007913649315014482, "loss_mape": 0.2176726907491684}}, "20": {"train": {"loss_reduced": 0.1341729760169983, "pred": 0.13433212041854858, "loss_l2": 0.0006616740138269961, "loss_mape": 0.19171538949012756}, "valid": {"0": {"loss_reduced": 0.1294359713792801, "pred": 0.1272410750389099, "valid_loss_l2": 4.817569788428955e-06, "valid_loss_mape": 0.016957391053438187}}}, "21": {"train": {"loss_reduced": 0.12574006617069244, "pred": 0.04901018738746643, "loss_l2": 3.757501326617785e-05, "loss_mape": 0.048750139772892}}, "22": {"train": {"loss_reduced": 0.1256975531578064, "pred": 0.09897319227457047, "loss_l2": 0.005707541014999151, "loss_mape": 0.6010321378707886}}, "23": {"train": {"loss_reduced": 0.1149635910987854, "pred": 0.17484089732170105, "loss_l2": 0.000326176465023309, "loss_mape": 0.15709631145000458}}, "24": {"train": {"loss_reduced": 0.12433449923992157, "pred": 0.15020619332790375, "loss_l2": 0.0028828515205532312, "loss_mape": 0.43183663487434387}}, "25": {"train": {"loss_reduced": 0.14758391678333282, "pred": 0.1302855759859085, "loss_l2": 5.4392192396335304e-05, "loss_mape": 0.0499722883105278}, "valid": {"0": {"loss_reduced": 0.12671628594398499, "pred": 0.1296362578868866, "valid_loss_l2": 8.526236342731863e-06, "valid_loss_mape": 0.023043382912874222}}}, "26": {"train": {"loss_reduced": 0.12695598602294922, "pred": 0.2600840926170349, "loss_l2": 1.2921327652293257e-06, "loss_mape": 0.008953656069934368}}, "27": {"train": {"loss_reduced": 0.12371698021888733, "pred": 0.15116271376609802, "loss_l2": 0.018106598407030106, "loss_mape": 1.087649941444397}}, "28": {"train": {"loss_reduced": 0.12453964352607727, "pred": 0.08957971632480621, "loss_l2": 0.0007075697067193687, "loss_mape": 0.21358807384967804}}, "29": {"train": {"loss_reduced": 0.13128554821014404, "pred": 0.0640530213713646, "loss_l2": 0.001543265301734209, "loss_mape": 0.2992287874221802}}, "30": {"train": {"loss_reduced": 0.11501693725585938, "pred": 0.05065758153796196, "loss_l2": 0.002905468689277768, "loss_mape": 0.46864748001098633}, "valid": {"0": {"loss_reduced": 0.12074914574623108, "pred": 0.052384473383426666, "valid_loss_l2": 0.0046737282536923885, "valid_loss_mape": 0.5661710500717163}}}, "31": {"train": {"loss_reduced": 0.12059150636196136, "pred": 0.12986019253730774, "loss_l2": 0.004715892020612955, "loss_mape": 0.5694625973701477}}, "32": {"train": {"loss_reduced": 0.12931251525878906, "pred": 0.20780742168426514, "loss_l2": 1.6596267187196645e-06, "loss_mape": 0.0099624153226614}}, "33": {"train": {"loss_reduced": 0.13272511959075928, "pred": 0.14658719301223755, "loss_l2": 0.005082466173917055, "loss_mape": 0.5371358394622803}}, "34": {"train": {"loss_reduced": 0.11328117549419403, "pred": 0.10046369582414627, "loss_l2": 0.0013721963623538613, "loss_mape": 0.32700198888778687}}, "35": {"train": {"loss_reduced": 0.1333177536725998, "pred": 0.081621453166008, "loss_l2": 0.0011468445882201195, "loss_mape": 0.2540178894996643}, "valid": {"0": {"loss_reduced": 0.1276456117630005, "pred": 0.08385144174098969, "valid_loss_l2": 0.0019179292721673846, "valid_loss_mape": 0.34309184551239014}}}, "36": {"train": {"loss_reduced": 0.12312187254428864, "pred": 0.1811961680650711, "loss_l2": 0.0013614620547741652, "loss_mape": 0.2996867597103119}}, "37": {"train": {"loss_reduced": 0.12467046082019806, "pred": 0.13081584870815277, "loss_l2": 0.0022473488934338093, "loss_mape": 0.3802521526813507}}, "38": {"train": {"loss_reduced": 0.11384986340999603, "pred": 0.09640542417764664, "loss_l2": 0.00027815785142593086, "loss_mape": 0.14649175107479095}}, "39": {"train": {"loss_reduced": 0.13435900211334229, "pred": 0.09393548220396042, "loss_l2": 0.0014398752246052027, "loss_mape": 0.2824201285839081}}, "40": {"train": {"loss_reduced": 0.13623163104057312, "pred": 0.10695485770702362, "loss_l2": 0.002211699727922678, "loss_mape": 0.3452114164829254}, "valid": {"0": {"loss_reduced": 0.12510523200035095, "pred": 0.10890960693359375, "valid_loss_l2": 0.0002622982719913125, "valid_loss_mape": 0.12945601344108582}}}, "41": {"train": {"loss_reduced": 0.11842018365859985, "pred": 0.21924597024917603, "loss_l2": 5.756212704000063e-05, "loss_mape": 0.06406822800636292}}, "42": {"train": {"loss_reduced": 0.12805455923080444, "pred": 0.1367543637752533, "loss_l2": 0.00846248771995306, "loss_mape": 0.7183796167373657}}, "43": {"train": {"loss_reduced": 0.13331854343414307, "pred": 0.09362699091434479, "loss_l2": 5.021320976084098e-05, "loss_mape": 0.05315185710787773}}, "44": {"train": {"loss_reduced": 0.12324953079223633, "pred": 0.0750243216753006, "loss_l2": 0.000801068963482976, "loss_mape": 0.2296411246061325}}, "45": {"train": {"loss_reduced": 0.1194639503955841, "pred": 0.06761434674263, "loss_l2": 0.002411831170320511, "loss_mape": 0.411089688539505}, "valid": {"0": {"loss_reduced": 0.12423235177993774, "pred": 0.07305663824081421, "valid_loss_l2": 0.002618953585624695, "valid_loss_mape": 0.4119354784488678}}}, "46": {"train": {"loss_reduced": 0.12485261261463165, "pred": 0.15110424160957336, "loss_l2": 0.0029110282193869352, "loss_mape": 0.43214109539985657}}, "47": {"train": {"loss_reduced": 0.11750048398971558, "pred": 0.13628515601158142, "loss_l2": 0.0011058194795623422, "loss_mape": 0.28301045298576355}}, "48": {"train": {"loss_reduced": 0.13310810923576355, "pred": 0.1266627311706543, "loss_l2": 4.2683614083216526e-06, "loss_mape": 0.015521228313446045}}, "49": {"train": {"loss_reduced": 0.1293696165084839, "pred": 0.12434421479701996, "loss_l2": 2.201671122747939e-05, "loss_mape": 0.03626969829201698}}, "50": {"train": {"loss_reduced": 0.11152957379817963, "pred": 0.114730603992939, "loss_l2": 0.00032164365984499454, "loss_mape": 0.16080422699451447}, "valid": {"0": {"loss_reduced": 0.1269814521074295, "pred": 0.11193385720252991, "valid_loss_l2": 0.00022643011470790952, "valid_loss_mape": 0.11850230395793915}}}, "51": {"train": {"loss_reduced": 0.12400498986244202, "pred": 0.20214545726776123, "loss_l2": 0.00023333796707447618, "loss_mape": 0.12318378686904907}}, "52": {"train": {"loss_reduced": 0.12263622879981995, "pred": 0.14244046807289124, "loss_l2": 0.008267348632216454, "loss_mape": 0.7414200901985168}}, "53": {"train": {"loss_reduced": 0.1317407190799713, "pred": 0.09867528080940247, "loss_l2": 5.390424485085532e-05, "loss_mape": 0.05573030933737755}}, "54": {"train": {"loss_reduced": 0.12019184231758118, "pred": 0.08133195340633392, "loss_l2": 0.00034356347168795764, "loss_mape": 0.15421566367149353}}, "55": {"train": {"loss_reduced": 0.1307276338338852, "pred": 0.07388629019260406, "loss_l2": 0.0028903353959321976, "loss_mape": 0.4112507700920105}, "valid": {"0": {"loss_reduced": 0.12428343296051025, "pred": 0.07448922097682953, "valid_loss_l2": 0.0024794635828584433, "valid_loss_mape": 0.4006504416465759}}}, "56": {"train": {"loss_reduced": 0.12832191586494446, "pred": 0.14606395363807678, "loss_l2": 0.0029449909925460815, "loss_mape": 0.4229033887386322}}, "57": {"train": {"loss_reduced": 0.12398910522460938, "pred": 0.15059231221675873, "loss_l2": 0.0006604036316275597, "loss_mape": 0.20726272463798523}}, "58": {"train": {"loss_reduced": 0.12143002450466156, "pred": 0.12289736419916153, "loss_l2": 0.0008366962429136038, "loss_mape": 0.2382088154554367}}, "59": {"train": {"loss_reduced": 0.12280383706092834, "pred": 0.10532104223966599, "loss_l2": 1.6952139958448242e-06, "loss_mape": 0.010602305643260479}}, "60": {"train": {"loss_reduced": 0.12018270790576935, "pred": 0.10241678357124329, "loss_l2": 0.0002636258432175964, "loss_mape": 0.13509896397590637}, "valid": {"0": {"loss_reduced": 0.1369592845439911, "pred": 0.11179563403129578, "valid_loss_l2": 0.0006332093034870923, "valid_loss_mape": 0.18373088538646698}}}, "61": {"train": {"loss_reduced": 0.1212170422077179, "pred": 0.18777889013290405, "loss_l2": 0.00031074005528353155, "loss_mape": 0.14542362093925476}}, "62": {"train": {"loss_reduced": 0.1275961697101593, "pred": 0.1327013373374939, "loss_l2": 0.0038036894984543324, "loss_mape": 0.48335352540016174}}, "63": {"train": {"loss_reduced": 0.12293262779712677, "pred": 0.09618960320949554, "loss_l2": 8.098745456663892e-05, "loss_mape": 0.07320516556501389}}, "64": {"train": {"loss_reduced": 0.1296422779560089, "pred": 0.08654066920280457, "loss_l2": 0.001061825081706047, "loss_mape": 0.2513505518436432}}, "65": {"train": {"loss_reduced": 0.13460475206375122, "pred": 0.09550239890813828, "loss_l2": 0.002104192739352584, "loss_mape": 0.34078648686408997}, "valid": {"0": {"loss_reduced": 0.11538740992546082, "pred": 0.09356780350208282, "valid_loss_l2": 0.0004760952142532915, "valid_loss_mape": 0.18909867107868195}}}, "66": {"train": {"loss_reduced": 0.12868067622184753, "pred": 0.16967254877090454, "loss_l2": 0.0012655887985602021, "loss_mape": 0.2764604091644287}}, "67": {"train": {"loss_reduced": 0.12319056689739227, "pred": 0.13484591245651245, "loss_l2": 0.0016097559127956629, "loss_mape": 0.32568860054016113}}, "68": {"train": {"loss_reduced": 0.1278340220451355, "pred": 0.11329693347215652, "loss_l2": 0.00013468938414007425, "loss_mape": 0.09078628569841385}}, "69": {"train": {"loss_reduced": 0.12425509095191956, "pred": 0.10454116016626358, "loss_l2": 7.414921128656715e-05, "loss_mape": 0.06930093467235565}}, "70": {"train": {"loss_reduced": 0.11652810871601105, "pred": 0.10485894232988358, "loss_l2": 0.00013393815606832504, "loss_mape": 0.09931651502847672}, "valid": {"0": {"loss_reduced": 0.12472520768642426, "pred": 0.10546602308750153, "valid_loss_l2": 0.0003709161828737706, "valid_loss_mape": 0.15441292524337769}}}, "71": {"train": {"loss_reduced": 0.12341398000717163, "pred": 0.1809743344783783, "loss_l2": 0.0004752746026497334, "loss_mape": 0.17664767801761627}}, "72": {"train": {"loss_reduced": 0.13228949904441833, "pred": 0.1344279944896698, "loss_l2": 0.002416524337604642, "loss_mape": 0.3715952932834625}}, "73": {"train": {"loss_reduced": 0.12373791635036469, "pred": 0.10183135420084, "loss_l2": 0.0001302223972743377, "loss_mape": 0.0922231674194336}}, "74": {"train": {"loss_reduced": 0.12184500694274902, "pred": 0.08991105854511261, "loss_l2": 0.00041037064511328936, "loss_mape": 0.16625717282295227}}, "75": {"train": {"loss_reduced": 0.1273939311504364, "pred": 0.10164691507816315, "loss_l2": 0.0009105279459618032, "loss_mape": 0.236863374710083}, "valid": {"0": {"loss_reduced": 0.12142199277877808, "pred": 0.09316994994878769, "valid_loss_l2": 0.0007981779053807259, "valid_loss_mape": 0.23267649114131927}}}, "76": {"train": {"loss_reduced": 0.12162059545516968, "pred": 0.16409847140312195, "loss_l2": 0.0008834152831695974, "loss_mape": 0.24438543617725372}}, "77": {"train": {"loss_reduced": 0.12698644399642944, "pred": 0.13325995206832886, "loss_l2": 0.0012674867175519466, "loss_mape": 0.2803589105606079}}, "78": {"train": {"loss_reduced": 0.1286136507987976, "pred": 0.11244556307792664, "loss_l2": 0.0002111443754984066, "loss_mape": 0.11298029124736786}}, "79": {"train": {"loss_reduced": 0.13213488459587097, "pred": 0.10543031990528107, "loss_l2": 0.00042640400351956487, "loss_mape": 0.15627631545066833}}, "80": {"train": {"loss_reduced": 0.12261641025543213, "pred": 0.10827353596687317, "loss_l2": 0.0005146304611116648, "loss_mape": 0.18501168489456177}, "valid": {"0": {"loss_reduced": 0.10875645279884338, "pred": 0.11267617344856262, "valid_loss_l2": 1.5364210412371904e-05, "valid_loss_mape": 0.036041270941495895}}}, "81": {"train": {"loss_reduced": 0.12287655472755432, "pred": 0.19263577461242676, "loss_l2": 0.000163564138347283, "loss_mape": 0.10408185422420502}}, "82": {"train": {"loss_reduced": 0.11968116462230682, "pred": 0.13504904508590698, "loss_l2": 0.00569789158180356, "loss_mape": 0.6307122707366943}}, "83": {"train": {"loss_reduced": 0.12141627073287964, "pred": 0.09762263298034668, "loss_l2": 0.00017133443907368928, "loss_mape": 0.10780662298202515}}, "84": {"train": {"loss_reduced": 0.13123184442520142, "pred": 0.084535151720047, "loss_l2": 0.0011555487290024757, "loss_mape": 0.25903287529945374}}, "85": {"train": {"loss_reduced": 0.13398094475269318, "pred": 0.08798407018184662, "loss_l2": 0.0023856833577156067, "loss_mape": 0.3645552694797516}, "valid": {"0": {"loss_reduced": 0.12855276465415955, "pred": 0.08500225841999054, "valid_loss_l2": 0.0018966465722769499, "valid_loss_mape": 0.3387753367424011}}}, "86": {"train": {"loss_reduced": 0.13413512706756592, "pred": 0.15521059930324554, "loss_l2": 0.0022786392364650965, "loss_mape": 0.3558731973171234}}, "87": {"train": {"loss_reduced": 0.11468353867530823, "pred": 0.1357007920742035, "loss_l2": 0.0017801332287490368, "loss_mape": 0.36789608001708984}}, "88": {"train": {"loss_reduced": 0.12069439888000488, "pred": 0.11300139129161835, "loss_l2": 0.00016270502237603068, "loss_mape": 0.10568500310182571}}, "89": {"train": {"loss_reduced": 0.13102757930755615, "pred": 0.1116827055811882, "loss_l2": 0.00017813882732298225, "loss_mape": 0.10186302661895752}}, "90": {"train": {"loss_reduced": 0.13530807197093964, "pred": 0.1194620430469513, "loss_l2": 0.0005958827678114176, "loss_mape": 0.18040837347507477}, "valid": {"0": {"loss_reduced": 0.11655429005622864, "pred": 0.11611109226942062, "valid_loss_l2": 1.9642428128463507e-07, "valid_loss_mape": 0.0038025008980184793}}}, "91": {"train": {"loss_reduced": 0.12052533030509949, "pred": 0.1982891857624054, "loss_l2": 1.168088033409731e-06, "loss_mape": 0.008967253379523754}}, "92": {"train": {"loss_reduced": 0.12453499436378479, "pred": 0.133099764585495, "loss_l2": 0.00503094308078289, "loss_mape": 0.5695518851280212}}, "93": {"train": {"loss_reduced": 0.1238764226436615, "pred": 0.09533153474330902, "loss_l2": 6.540502363350242e-05, "loss_mape": 0.06528552621603012}}, "94": {"train": {"loss_reduced": 0.1261855512857437, "pred": 0.08266881108283997, "loss_l2": 0.0008497777744196355, "loss_mape": 0.23101653158664703}}, "95": {"train": {"loss_reduced": 0.13136985898017883, "pred": 0.0801740288734436, "loss_l2": 0.0028072900604456663, "loss_mape": 0.40331828594207764}, "valid": {"0": {"loss_reduced": 0.13083350658416748, "pred": 0.08284144848585129, "valid_loss_l2": 0.002303237561136484, "valid_loss_mape": 0.36681780219078064}}}, "96": {"train": {"loss_reduced": 0.131407231092453, "pred": 0.14917227625846863, "loss_l2": 0.0022814099211245775, "loss_mape": 0.3634815812110901}}, "97": {"train": {"loss_reduced": 0.12881693243980408, "pred": 0.1541934758424759, "loss_l2": 0.0004985191626474261, "loss_mape": 0.17332769930362701}}, "98": {"train": {"loss_reduced": 0.11674909293651581, "pred": 0.12384316325187683, "loss_l2": 0.00136058300267905, "loss_mape": 0.31594318151474}}, "99": {"train": {"loss_reduced": 0.12459707260131836, "pred": 0.1037648543715477, "loss_l2": 5.014438647776842e-05, "loss_mape": 0.056833360344171524}}, "100": {"train": {"loss_reduced": 0.11645136773586273, "pred": 0.1061667650938034, "loss_l2": 1.8287831835550605e-06, "loss_mape": 0.011612788774073124}, "valid": {"0": {"loss_reduced": 0.12968230247497559, "pred": 0.09961768984794617, "valid_loss_l2": 0.0009038809221237898, "valid_loss_mape": 0.231832817196846}}}, "101": {"train": {"loss_reduced": 0.12257491052150726, "pred": 0.1708299070596695, "loss_l2": 0.00041773318662308156, "loss_mape": 0.16674311459064484}}, "102": {"train": {"loss_reduced": 0.12450796365737915, "pred": 0.128790020942688, "loss_l2": 0.0016773345414549112, "loss_mape": 0.32893699407577515}}, "103": {"train": {"loss_reduced": 0.1260806918144226, "pred": 0.10573256015777588, "loss_l2": 1.4886612831332968e-08, "loss_mape": 0.0009677191847003996}}, "104": {"train": {"loss_reduced": 0.12397584319114685, "pred": 0.10541751235723495, "loss_l2": 0.00016825029160827398, "loss_mape": 0.10462629050016403}}, "105": {"train": {"loss_reduced": 0.14316415786743164, "pred": 0.12460823357105255, "loss_l2": 0.0010741156293079257, "loss_mape": 0.2289239466190338}, "valid": {"0": {"loss_reduced": 0.11717255413532257, "pred": 0.11466643214225769, "valid_loss_l2": 6.280647539824713e-06, "valid_loss_mape": 0.021388301625847816}}}, "106": {"train": {"loss_reduced": 0.12585335969924927, "pred": 0.19353006780147552, "loss_l2": 0.0001292207307415083, "loss_mape": 0.09032361209392548}}, "107": {"train": {"loss_reduced": 0.11975593864917755, "pred": 0.14341497421264648, "loss_l2": 0.007198146544396877, "loss_mape": 0.7084566354751587}}, "108": {"train": {"loss_reduced": 0.1304183304309845, "pred": 0.10291292518377304, "loss_l2": 4.145899947616272e-05, "loss_mape": 0.04937086999416351}}, "109": {"train": {"loss_reduced": 0.12580044567584991, "pred": 0.08886459469795227, "loss_l2": 0.0004778626898769289, "loss_mape": 0.1737678349018097}}, "110": {"train": {"loss_reduced": 0.12731602787971497, "pred": 0.08771098405122757, "loss_l2": 0.0014442612882703543, "loss_mape": 0.29849687218666077}, "valid": {"0": {"loss_reduced": 0.12037551403045654, "pred": 0.08793454617261887, "valid_loss_l2": 0.0010524163953959942, "valid_loss_mape": 0.2694980502128601}}}, "111": {"train": {"loss_reduced": 0.11734473705291748, "pred": 0.1553429812192917, "loss_l2": 0.0007515458855777979, "loss_mape": 0.233622208237648}}, "112": {"train": {"loss_reduced": 0.13371627032756805, "pred": 0.1418631374835968, "loss_l2": 0.0003713622863870114, "loss_mape": 0.1441168189048767}}, "113": {"train": {"loss_reduced": 0.1307837963104248, "pred": 0.12202607095241547, "loss_l2": 0.00010835933062480763, "loss_mape": 0.07959379255771637}}, "114": {"train": {"loss_reduced": 0.12117606401443481, "pred": 0.10959307104349136, "loss_l2": 2.0308933017076924e-05, "loss_mape": 0.03719004616141319}}, "115": {"train": {"loss_reduced": 0.11161383986473083, "pred": 0.10763025283813477, "loss_l2": 1.0275472561716015e-07, "loss_mape": 0.002871989505365491}, "valid": {"0": {"loss_reduced": 0.13062015175819397, "pred": 0.11120040714740753, "valid_loss_l2": 0.00037712647463195026, "valid_loss_mape": 0.148673415184021}}}, "116": {"train": {"loss_reduced": 0.1183462142944336, "pred": 0.1751459687948227, "loss_l2": 0.00014388223644346, "loss_mape": 0.10135594010353088}}, "117": {"train": {"loss_reduced": 0.14029677212238312, "pred": 0.1340881884098053, "loss_l2": 0.0016270829364657402, "loss_mape": 0.28751277923583984}}, "118": {"train": {"loss_reduced": 0.1355954259634018, "pred": 0.10921017080545425, "loss_l2": 2.282378318341216e-06, "loss_mape": 0.011141630820930004}}, "119": {"train": {"loss_reduced": 0.12401473522186279, "pred": 0.10252980142831802, "loss_l2": 0.0001643164287088439, "loss_mape": 0.10336349904537201}}, "120": {"train": {"loss_reduced": 0.10733345150947571, "pred": 0.09760227799415588, "loss_l2": 0.00010042524081654847, "loss_mape": 0.09336548298597336}, "valid": {"0": {"loss_reduced": 0.1028829962015152, "pred": 0.10670949518680573, "valid_loss_l2": 1.4642094356531743e-05, "valid_loss_mape": 0.03719272464513779}}}, "121": {"train": {"loss_reduced": 0.12606555223464966, "pred": 0.17237752676010132, "loss_l2": 0.0005546805914491415, "loss_mape": 0.18682073056697845}}, "122": {"train": {"loss_reduced": 0.12590216100215912, "pred": 0.13259389996528625, "loss_l2": 0.0020350117702037096, "loss_mape": 0.35830286145210266}}, "123": {"train": {"loss_reduced": 0.11748009920120239, "pred": 0.10302362591028214, "loss_l2": 0.00022326708131004125, "loss_mape": 0.1271885633468628}}, "124": {"train": {"loss_reduced": 0.1262073516845703, "pred": 0.09207677841186523, "loss_l2": 0.0007470968994311988, "loss_mape": 0.21657274663448334}}, "125": {"train": {"loss_reduced": 0.13391155004501343, "pred": 0.10023120045661926, "loss_l2": 0.0018112898105755448, "loss_mape": 0.3178161382675171}, "valid": {"0": {"loss_reduced": 0.12768854200839996, "pred": 0.1093379557132721, "valid_loss_l2": 0.0003367440076544881, "valid_loss_mape": 0.14371365308761597}}}, "126": {"train": {"loss_reduced": 0.12341305613517761, "pred": 0.16694289445877075, "loss_l2": 0.0005229202215559781, "loss_mape": 0.18529197573661804}}, "127": {"train": {"loss_reduced": 0.1280321478843689, "pred": 0.1339055597782135, "loss_l2": 0.0019951281137764454, "loss_mape": 0.34887218475341797}}, "128": {"train": {"loss_reduced": 0.13131657242774963, "pred": 0.1106586679816246, "loss_l2": 2.5540324713801965e-05, "loss_mape": 0.038485195487737656}}, "129": {"train": {"loss_reduced": 0.12320201098918915, "pred": 0.09992723166942596, "loss_l2": 0.0001966342533705756, "loss_mape": 0.1138182207942009}}, "130": {"train": {"loss_reduced": 0.11515122652053833, "pred": 0.10520279407501221, "loss_l2": 7.089322753017768e-05, "loss_mape": 0.07311960309743881}, "valid": {"0": {"loss_reduced": 0.12173491716384888, "pred": 0.097333163022995, "valid_loss_l2": 0.0005954456282779574, "valid_loss_mape": 0.20044991374015808}}}, "131": {"train": {"loss_reduced": 0.12896466255187988, "pred": 0.16430620849132538, "loss_l2": 0.0009205581736750901, "loss_mape": 0.2352636754512787}}, "132": {"train": {"loss_reduced": 0.12823568284511566, "pred": 0.13780009746551514, "loss_l2": 0.0011304356157779694, "loss_mape": 0.26218873262405396}}, "133": {"train": {"loss_reduced": 0.11317309737205505, "pred": 0.10862598568201065, "loss_l2": 0.0006366253364831209, "loss_mape": 0.22294552624225616}}, "134": {"train": {"loss_reduced": 0.1304708868265152, "pred": 0.1025867611169815, "loss_l2": 0.00035186560126021504, "loss_mape": 0.143772155046463}}, "135": {"train": {"loss_reduced": 0.12024754285812378, "pred": 0.10287046432495117, "loss_l2": 0.00043046794598922133, "loss_mape": 0.1725417524576187}, "valid": {"0": {"loss_reduced": 0.12810161709785461, "pred": 0.10179689526557922, "valid_loss_l2": 0.0006919383886270225, "valid_loss_mape": 0.2053426206111908}}}, "136": {"train": {"loss_reduced": 0.1305823177099228, "pred": 0.16663914918899536, "loss_l2": 0.000801941379904747, "loss_mape": 0.2168637365102768}}, "137": {"train": {"loss_reduced": 0.11701689660549164, "pred": 0.13317564129829407, "loss_l2": 0.0024986036587506533, "loss_mape": 0.4271693825721741}}, "138": {"train": {"loss_reduced": 0.12431123852729797, "pred": 0.11020402610301971, "loss_l2": 0.0001500217622378841, "loss_mape": 0.09852960705757141}}, "139": {"train": {"loss_reduced": 0.12842673063278198, "pred": 0.0996653139591217, "loss_l2": 0.00042430561734363437, "loss_mape": 0.16039246320724487}}, "140": {"train": {"loss_reduced": 0.12819227576255798, "pred": 0.10619094967842102, "loss_l2": 0.0006960004684515297, "loss_mape": 0.20579883456230164}, "valid": {"0": {"loss_reduced": 0.12272053956985474, "pred": 0.10797645896673203, "valid_loss_l2": 0.00021738791838288307, "valid_loss_mape": 0.12014354765415192}}}, "141": {"train": {"loss_reduced": 0.12411569058895111, "pred": 0.17534732818603516, "loss_l2": 0.0002754352753981948, "loss_mape": 0.1337159126996994}}, "142": {"train": {"loss_reduced": 0.12587517499923706, "pred": 0.1305287480354309, "loss_l2": 0.0021059662103652954, "loss_mape": 0.3645739257335663}}, "143": {"train": {"loss_reduced": 0.12407737970352173, "pred": 0.10334767401218414, "loss_l2": 8.072950549831148e-06, "loss_mape": 0.02289937064051628}}, "144": {"train": {"loss_reduced": 0.117767333984375, "pred": 0.09660668671131134, "loss_l2": 0.0001515430340077728, "loss_mape": 0.10453052818775177}}, "145": {"train": {"loss_reduced": 0.14172837138175964, "pred": 0.10530240088701248, "loss_l2": 0.002153438748791814, "loss_mape": 0.32742321491241455}, "valid": {"0": {"loss_reduced": 0.12919503450393677, "pred": 0.10749819129705429, "valid_loss_l2": 0.0004707530024461448, "valid_loss_mape": 0.16793867945671082}}}, "146": {"train": {"loss_reduced": 0.11259709298610687, "pred": 0.17445240914821625, "loss_l2": 3.343023854540661e-05, "loss_mape": 0.05135025084018707}}, "147": {"train": {"loss_reduced": 0.12448097765445709, "pred": 0.12313111126422882, "loss_l2": 0.0023402483202517033, "loss_mape": 0.388622522354126}}, "148": {"train": {"loss_reduced": 0.12026950716972351, "pred": 0.09454371780157089, "loss_l2": 1.9938190689572366e-06, "loss_mape": 0.011740520596504211}}, "149": {"train": {"loss_reduced": 0.1405368149280548, "pred": 0.09731774032115936, "loss_l2": 0.0017489463789388537, "loss_mape": 0.2975761592388153}}, "150": {"train": {"loss_reduced": 0.13392719626426697, "pred": 0.11254367232322693, "loss_l2": 0.001140837324783206, "loss_mape": 0.25219884514808655}, "valid": {"0": {"loss_reduced": 0.12311053276062012, "pred": 0.1077955812215805, "valid_loss_l2": 0.00023454774054698646, "valid_loss_mape": 0.12440001219511032}}}, "151": {"train": {"loss_reduced": 0.12537726759910583, "pred": 0.17923997342586517, "loss_l2": 0.00025639458908699453, "loss_mape": 0.127713143825531}}, "152": {"train": {"loss_reduced": 0.13104885816574097, "pred": 0.1331632435321808, "loss_l2": 0.0020853164605796337, "loss_mape": 0.3484598398208618}}, "153": {"train": {"loss_reduced": 0.12184606492519379, "pred": 0.10304909199476242, "loss_l2": 0.0001117161737056449, "loss_mape": 0.08674541115760803}}, "154": {"train": {"loss_reduced": 0.12733501195907593, "pred": 0.09403974562883377, "loss_l2": 0.00067129050148651, "loss_mape": 0.203473299741745}}, "155": {"train": {"loss_reduced": 0.1116785854101181, "pred": 0.09933353960514069, "loss_l2": 0.00018927466589957476, "loss_mape": 0.1231902539730072}, "valid": {"0": {"loss_reduced": 0.1252710223197937, "pred": 0.09351678192615509, "valid_loss_l2": 0.0010083317756652832, "valid_loss_mape": 0.2534843385219574}}}, "156": {"train": {"loss_reduced": 0.12349346280097961, "pred": 0.16141659021377563, "loss_l2": 0.0006329172174446285, "loss_mape": 0.20371803641319275}}, "157": {"train": {"loss_reduced": 0.12840376794338226, "pred": 0.13424497842788696, "loss_l2": 0.0007763772737234831, "loss_mape": 0.21699945628643036}}, "158": {"train": {"loss_reduced": 0.12419137358665466, "pred": 0.11332681775093079, "loss_l2": 0.00016946360119618475, "loss_mape": 0.1048206314444542}}, "159": {"train": {"loss_reduced": 0.12759414315223694, "pred": 0.10802559554576874, "loss_l2": 0.00020461136591620743, "loss_mape": 0.11210736632347107}}, "160": {"train": {"loss_reduced": 0.11514660716056824, "pred": 0.10973213613033295, "loss_l2": 6.508184742415324e-05, "loss_mape": 0.07006140053272247}, "valid": {"0": {"loss_reduced": 0.12640990316867828, "pred": 0.10822144150733948, "valid_loss_l2": 0.00033082012669183314, "valid_loss_mape": 0.1438847780227661}}}, "161": {"train": {"loss_reduced": 0.12591926753520966, "pred": 0.17733405530452728, "loss_l2": 0.00026176904793828726, "loss_mape": 0.12848930060863495}}, "162": {"train": {"loss_reduced": 0.1331242173910141, "pred": 0.1347668170928955, "loss_l2": 0.0018943914910778403, "loss_mape": 0.32694733142852783}}, "163": {"train": {"loss_reduced": 0.12417444586753845, "pred": 0.10574465990066528, "loss_l2": 0.0001038302289089188, "loss_mape": 0.08205965161323547}}, "164": {"train": {"loss_reduced": 0.12339335680007935, "pred": 0.09753651916980743, "loss_l2": 0.00022058130707591772, "loss_mape": 0.12036287784576416}}, "165": {"train": {"loss_reduced": 0.11874094605445862, "pred": 0.10106861591339111, "loss_l2": 0.0003442178131081164, "loss_mape": 0.15624861419200897}, "valid": {"0": {"loss_reduced": 0.11750829219818115, "pred": 0.09282788634300232, "valid_loss_l2": 0.0006091224495321512, "valid_loss_mape": 0.2100311815738678}}}, "166": {"train": {"loss_reduced": 0.1349867582321167, "pred": 0.1530822366476059, "loss_l2": 0.0016091802390292287, "loss_mape": 0.29717424511909485}}, "167": {"train": {"loss_reduced": 0.11915108561515808, "pred": 0.13895854353904724, "loss_l2": 0.0012404806911945343, "loss_mape": 0.2955949604511261}}, "168": {"train": {"loss_reduced": 0.1333477795124054, "pred": 0.12652024626731873, "loss_l2": 4.180030737188645e-05, "loss_mape": 0.04848461598157883}}, "169": {"train": {"loss_reduced": 0.11675462126731873, "pred": 0.11350574344396591, "loss_l2": 0.00013787797070108354, "loss_mape": 0.10057113319635391}}, "170": {"train": {"loss_reduced": 0.11467678844928741, "pred": 0.10429517924785614, "loss_l2": 1.5710988066075515e-11, "loss_mape": 3.456417834968306e-05}, "valid": {"0": {"loss_reduced": 0.12564803659915924, "pred": 0.10566490888595581, "valid_loss_l2": 0.00039932539220899343, "valid_loss_mape": 0.15904051065444946}}}, "171": {"train": {"loss_reduced": 0.12373995780944824, "pred": 0.15862740576267242, "loss_l2": 0.000497619912493974, "loss_mape": 0.18027640879154205}}, "172": {"train": {"loss_reduced": 0.13429388403892517, "pred": 0.13915330171585083, "loss_l2": 0.0007231287308968604, "loss_mape": 0.2002403438091278}}, "173": {"train": {"loss_reduced": 0.11371922492980957, "pred": 0.10863779485225677, "loss_l2": 0.0005277162999846041, "loss_mape": 0.2020069807767868}}, "174": {"train": {"loss_reduced": 0.1320064663887024, "pred": 0.10460858792066574, "loss_l2": 0.00043925270438194275, "loss_mape": 0.15876765549182892}}, "175": {"train": {"loss_reduced": 0.10968326032161713, "pred": 0.10381973534822464, "loss_l2": 3.0377863367903046e-05, "loss_mape": 0.050250254571437836}, "valid": {"0": {"loss_reduced": 0.13066741824150085, "pred": 0.09880615770816803, "valid_loss_l2": 0.001015139976516366, "valid_loss_mape": 0.24383477866649628}}}, "176": {"train": {"loss_reduced": 0.13034206628799438, "pred": 0.1636374294757843, "loss_l2": 0.0007605249411426485, "loss_mape": 0.21157878637313843}}, "177": {"train": {"loss_reduced": 0.12542641162872314, "pred": 0.13645881414413452, "loss_l2": 0.001514521660283208, "loss_mape": 0.31027641892433167}}, "178": {"train": {"loss_reduced": 0.1322176456451416, "pred": 0.11719846725463867, "loss_l2": 2.3142746385929058e-07, "loss_mape": 0.0036384635604918003}}, "179": {"train": {"loss_reduced": 0.12395727634429932, "pred": 0.11286664009094238, "loss_l2": 7.879994882387109e-06, "loss_mape": 0.022645970806479454}}, "180": {"train": {"loss_reduced": 0.10954436659812927, "pred": 0.10695481300354004, "loss_l2": 4.006529343314469e-05, "loss_mape": 0.05778220668435097}, "valid": {"0": {"loss_reduced": 0.11401885747909546, "pred": 0.10128836333751678, "valid_loss_l2": 0.0001620654802536592, "valid_loss_mape": 0.11165253072977066}}}, "181": {"train": {"loss_reduced": 0.12375485897064209, "pred": 0.1619696319103241, "loss_l2": 0.00041353481356054544, "loss_mape": 0.16432125866413116}}, "182": {"train": {"loss_reduced": 0.12679347395896912, "pred": 0.131292462348938, "loss_l2": 0.0009011502261273563, "loss_mape": 0.23675638437271118}}, "183": {"train": {"loss_reduced": 0.12700724601745605, "pred": 0.11456021666526794, "loss_l2": 0.00013340685109142214, "loss_mape": 0.0909411758184433}}, "184": {"train": {"loss_reduced": 0.1283552050590515, "pred": 0.10737483203411102, "loss_l2": 0.00029413271113298833, "loss_mape": 0.1336159110069275}}, "185": {"train": {"loss_reduced": 0.10969310998916626, "pred": 0.10972139239311218, "loss_l2": 8.873703336576e-06, "loss_mape": 0.02715645730495453}, "valid": {"0": {"loss_reduced": 0.12625330686569214, "pred": 0.10306410491466522, "valid_loss_l2": 0.0005377390771172941, "valid_loss_mape": 0.18367204070091248}}}, "186": {"train": {"loss_reduced": 0.12480849027633667, "pred": 0.1646282821893692, "loss_l2": 0.0004503499949350953, "loss_mape": 0.17003211379051208}}, "187": {"train": {"loss_reduced": 0.12396351993083954, "pred": 0.13225522637367249, "loss_l2": 0.0018615232547745109, "loss_mape": 0.34804895520210266}}, "188": {"train": {"loss_reduced": 0.12899711728096008, "pred": 0.11195273697376251, "loss_l2": 5.1041904953308403e-05, "loss_mape": 0.05538388714194298}}, "189": {"train": {"loss_reduced": 0.1275196671485901, "pred": 0.09935072809457779, "loss_l2": 0.0005395817570388317, "loss_mape": 0.18215934932231903}}, "190": {"train": {"loss_reduced": 0.10996502637863159, "pred": 0.10559162497520447, "loss_l2": 1.3249137737147976e-05, "loss_mape": 0.033100854605436325}, "valid": {"0": {"loss_reduced": 0.12730789184570312, "pred": 0.10507181286811829, "valid_loss_l2": 0.0004944432293996215, "valid_loss_mape": 0.17466379702091217}}}, "191": {"train": {"loss_reduced": 0.12193067371845245, "pred": 0.15626496076583862, "loss_l2": 0.0005052601336501539, "loss_mape": 0.18435059487819672}}, "192": {"train": {"loss_reduced": 0.13163793087005615, "pred": 0.13531628251075745, "loss_l2": 0.0007887107785791159, "loss_mape": 0.21334272623062134}}, "193": {"train": {"loss_reduced": 0.12378184497356415, "pred": 0.11540074646472931, "loss_l2": 0.0004350128583610058, "loss_mape": 0.1684977412223816}}, "194": {"train": {"loss_reduced": 0.12193208932876587, "pred": 0.09865141659975052, "loss_l2": 0.00022043903300072998, "loss_mape": 0.12176605314016342}}, "195": {"train": {"loss_reduced": 0.1266295611858368, "pred": 0.1125592440366745, "loss_l2": 0.0004302277520764619, "loss_mape": 0.16380007565021515}, "valid": {"0": {"loss_reduced": 0.1261434108018875, "pred": 0.10425741225481033, "valid_loss_l2": 0.00047899692435748875, "valid_loss_mape": 0.1735009253025055}}}, "196": {"train": {"loss_reduced": 0.12238790094852448, "pred": 0.17039962112903595, "loss_l2": 0.00025180148077197373, "loss_mape": 0.12965542078018188}}, "197": {"train": {"loss_reduced": 0.12022733688354492, "pred": 0.12862160801887512, "loss_l2": 0.0024936676491051912, "loss_mape": 0.4153517782688141}}, "198": {"train": {"loss_reduced": 0.1172950267791748, "pred": 0.1003766804933548, "loss_l2": 0.00010951489821309224, "loss_mape": 0.08921892940998077}}, "199": {"train": {"loss_reduced": 0.13622918725013733, "pred": 0.0966278687119484, "loss_l2": 0.0012257957132533193, "loss_mape": 0.25700342655181885}}, "200": {"train": {"loss_reduced": 0.12530656158924103, "pred": 0.10543309897184372, "loss_l2": 0.0007102806703187525, "loss_mape": 0.21268711984157562}, "valid": {"0": {"loss_reduced": 0.13364967703819275, "pred": 0.10375876724720001, "valid_loss_l2": 0.0008934664656408131, "valid_loss_mape": 0.2236512005329132}}}, "201": {"train": {"loss_reduced": 0.12450399994850159, "pred": 0.16176743805408478, "loss_l2": 0.0005443154368549585, "loss_mape": 0.1873881071805954}}, "202": {"train": {"loss_reduced": 0.12758490443229675, "pred": 0.1336168348789215, "loss_l2": 0.0013472900027409196, "loss_mape": 0.2876943051815033}}, "203": {"train": {"loss_reduced": 0.12516069412231445, "pred": 0.11199422180652618, "loss_l2": 0.0001776741410139948, "loss_mape": 0.10649865865707397}}, "204": {"train": {"loss_reduced": 0.11788257956504822, "pred": 0.09703978151082993, "loss_l2": 0.00010399458551546559, "loss_mape": 0.0865078940987587}}, "205": {"train": {"loss_reduced": 0.12175074219703674, "pred": 0.09958751499652863, "loss_l2": 0.0006530008977279067, "loss_mape": 0.20988686382770538}, "valid": {"0": {"loss_reduced": 0.13858526945114136, "pred": 0.10211833566427231, "valid_loss_l2": 0.0013298372505232692, "valid_loss_mape": 0.26313716173171997}}}, "206": {"train": {"loss_reduced": 0.12590324878692627, "pred": 0.1591666340827942, "loss_l2": 0.0006267218268476427, "loss_mape": 0.1988385021686554}}, "207": {"train": {"loss_reduced": 0.12645918130874634, "pred": 0.1343839019536972, "loss_l2": 0.0010426006047055125, "loss_mape": 0.2553339898586273}}, "208": {"train": {"loss_reduced": 0.13527154922485352, "pred": 0.12082375586032867, "loss_l2": 3.759200239983329e-07, "loss_mape": 0.0045325360260903835}}, "209": {"train": {"loss_reduced": 0.12005062401294708, "pred": 0.111386239528656, "loss_l2": 7.236673837951457e-08, "loss_mape": 0.0022408103104680777}}, "210": {"train": {"loss_reduced": 0.11608999967575073, "pred": 0.1075027659535408, "loss_l2": 3.6344466934679076e-05, "loss_mape": 0.05193072184920311}, "valid": {"0": {"loss_reduced": 0.11745183169841766, "pred": 0.11476589739322662, "valid_loss_l2": 7.214242941699922e-06, "valid_loss_mape": 0.022868389263749123}}}, "211": {"train": {"loss_reduced": 0.12200942635536194, "pred": 0.16791290044784546, "loss_l2": 0.00017533691425342113, "loss_mape": 0.10852837562561035}}, "212": {"train": {"loss_reduced": 0.12475554645061493, "pred": 0.13207891583442688, "loss_l2": 0.0023021744564175606, "loss_mape": 0.3845999538898468}}, "213": {"train": {"loss_reduced": 0.12264664471149445, "pred": 0.10310222208499908, "loss_l2": 9.57617157837376e-06, "loss_mape": 0.025231339037418365}}, "214": {"train": {"loss_reduced": 0.12901589274406433, "pred": 0.100491002202034, "loss_l2": 0.0005257300799712539, "loss_mape": 0.17772077023983002}}, "215": {"train": {"loss_reduced": 0.13767775893211365, "pred": 0.11148957908153534, "loss_l2": 0.0012286423007026315, "loss_mape": 0.25459444522857666}, "valid": {"0": {"loss_reduced": 0.11896756291389465, "pred": 0.11163267493247986, "valid_loss_l2": 5.380058064474724e-05, "valid_loss_mape": 0.06165451928973198}}}, "216": {"train": {"loss_reduced": 0.11975324153900146, "pred": 0.17192068696022034, "loss_l2": 0.000127683553728275, "loss_mape": 0.09435831755399704}}, "217": {"train": {"loss_reduced": 0.12373077869415283, "pred": 0.12841716408729553, "loss_l2": 0.0023384580854326487, "loss_mape": 0.3908292353153229}}, "218": {"train": {"loss_reduced": 0.12659531831741333, "pred": 0.10461166501045227, "loss_l2": 3.4930675610667095e-05, "loss_mape": 0.04668591171503067}}, "219": {"train": {"loss_reduced": 0.13182400166988373, "pred": 0.09501095116138458, "loss_l2": 0.00097737240139395, "loss_mape": 0.23715679347515106}}, "220": {"train": {"loss_reduced": 0.1185220330953598, "pred": 0.10091453790664673, "loss_l2": 0.00048338976921513677, "loss_mape": 0.18550243973731995}, "valid": {"0": {"loss_reduced": 0.12732696533203125, "pred": 0.1008179560303688, "valid_loss_l2": 0.0007027275860309601, "valid_loss_mape": 0.20819634199142456}}}, "221": {"train": {"loss_reduced": 0.1357952356338501, "pred": 0.15649990737438202, "loss_l2": 0.0013617484364658594, "loss_mape": 0.2717464864253998}}, "222": {"train": {"loss_reduced": 0.12078872323036194, "pred": 0.13863253593444824, "loss_l2": 0.0014878278598189354, "loss_mape": 0.31933751702308655}}, "223": {"train": {"loss_reduced": 0.12386356294155121, "pred": 0.11800403892993927, "loss_l2": 0.00019865161448251456, "loss_mape": 0.11378958076238632}}, "224": {"train": {"loss_reduced": 0.12195587158203125, "pred": 0.10917343944311142, "loss_l2": 2.0640803199967195e-07, "loss_mape": 0.003725294256582856}}, "225": {"train": {"loss_reduced": 0.11526769399642944, "pred": 0.10068793594837189, "loss_l2": 0.00013590266462415457, "loss_mape": 0.10113614052534103}, "valid": {"0": {"loss_reduced": 0.12893180549144745, "pred": 0.10458309203386307, "valid_loss_l2": 0.0005928598693571985, "valid_loss_mape": 0.1888495534658432}}}, "226": {"train": {"loss_reduced": 0.11983625590801239, "pred": 0.15482401847839355, "loss_l2": 0.0003807741741184145, "loss_mape": 0.16283415257930756}}, "227": {"train": {"loss_reduced": 0.11789247393608093, "pred": 0.12636855244636536, "loss_l2": 0.001535035902634263, "loss_mape": 0.3323327898979187}}, "228": {"train": {"loss_reduced": 0.12916472554206848, "pred": 0.11261558532714844, "loss_l2": 1.592445551068522e-05, "loss_mape": 0.030895013362169266}}, "229": {"train": {"loss_reduced": 0.13426297903060913, "pred": 0.10835413634777069, "loss_l2": 0.0006474092951975763, "loss_mape": 0.18951046466827393}}, "230": {"train": {"loss_reduced": 0.12476179003715515, "pred": 0.11735980212688446, "loss_l2": 0.00027695976314134896, "loss_mape": 0.13339106738567352}, "valid": {"0": {"loss_reduced": 0.12381476163864136, "pred": 0.12346824258565903, "valid_loss_l2": 1.2007545535652753e-07, "valid_loss_mape": 0.0027986892964690924}}}, "231": {"train": {"loss_reduced": 0.1375083327293396, "pred": 0.1842721849679947, "loss_l2": 0.00037294908543117344, "loss_mape": 0.14044159650802612}}, "232": {"train": {"loss_reduced": 0.12270830571651459, "pred": 0.14390571415424347, "loss_l2": 0.004307242576032877, "loss_mape": 0.5348422527313232}}, "233": {"train": {"loss_reduced": 0.12104961276054382, "pred": 0.10807514190673828, "loss_l2": 0.000254652404692024, "loss_mape": 0.13182885944843292}}, "234": {"train": {"loss_reduced": 0.12048716843128204, "pred": 0.09289176762104034, "loss_l2": 0.00019286209135316312, "loss_mape": 0.11526107043027878}}, "235": {"train": {"loss_reduced": 0.12155860662460327, "pred": 0.09556044638156891, "loss_l2": 0.0005143816815689206, "loss_mape": 0.18657654523849487}, "valid": {"0": {"loss_reduced": 0.12518054246902466, "pred": 0.09622207283973694, "valid_loss_l2": 0.0008385929395444691, "valid_loss_mape": 0.2313336282968521}}}, "236": {"train": {"loss_reduced": 0.12826210260391235, "pred": 0.14489084482192993, "loss_l2": 0.001347141806036234, "loss_mape": 0.28615957498550415}}, "237": {"train": {"loss_reduced": 0.12043067812919617, "pred": 0.13715089857578278, "loss_l2": 0.000667697109747678, "loss_mape": 0.21456190943717957}}, "238": {"train": {"loss_reduced": 0.128718763589859, "pred": 0.12535610795021057, "loss_l2": 8.312254067277536e-05, "loss_mape": 0.07083004713058472}}, "239": {"train": {"loss_reduced": 0.11846213042736053, "pred": 0.11425337195396423, "loss_l2": 7.90265912655741e-05, "loss_mape": 0.07504246383905411}}, "240": {"train": {"loss_reduced": 0.12881046533584595, "pred": 0.11307740211486816, "loss_l2": 0.0002325574168935418, "loss_mape": 0.11838971078395844}, "valid": {"0": {"loss_reduced": 0.13136285543441772, "pred": 0.11287589371204376, "valid_loss_l2": 0.0003417677653487772, "valid_loss_mape": 0.1407320350408554}}}, "241": {"train": {"loss_reduced": 0.12188063561916351, "pred": 0.1745624542236328, "loss_l2": 3.019834912265651e-05, "loss_mape": 0.045087575912475586}}, "242": {"train": {"loss_reduced": 0.1282350718975067, "pred": 0.12477640062570572, "loss_l2": 0.0012485204497352242, "loss_mape": 0.27554401755332947}}, "243": {"train": {"loss_reduced": 0.11975473165512085, "pred": 0.10101347416639328, "loss_l2": 6.357372330967337e-05, "loss_mape": 0.06658036261796951}}, "244": {"train": {"loss_reduced": 0.12757200002670288, "pred": 0.09686988592147827, "loss_l2": 0.0007158374646678567, "loss_mape": 0.20972579717636108}}, "245": {"train": {"loss_reduced": 0.12778115272521973, "pred": 0.10560532659292221, "loss_l2": 0.0010779967997223139, "loss_mape": 0.25694602727890015}, "valid": {"0": {"loss_reduced": 0.12898167967796326, "pred": 0.11052274703979492, "valid_loss_l2": 0.0003407321928534657, "valid_loss_mape": 0.14311282336711884}}}, "246": {"train": {"loss_reduced": 0.12692426145076752, "pred": 0.17137542366981506, "loss_l2": 0.0002974510134663433, "loss_mape": 0.13588236272335052}}, "247": {"train": {"loss_reduced": 0.13576805591583252, "pred": 0.13603417575359344, "loss_l2": 0.001178993727080524, "loss_mape": 0.2529054284095764}}, "248": {"train": {"loss_reduced": 0.12234948575496674, "pred": 0.10827311873435974, "loss_l2": 0.00016635835345368832, "loss_mape": 0.10541930794715881}}, "249": {"train": {"loss_reduced": 0.11908408999443054, "pred": 0.09617137908935547, "loss_l2": 0.00016562613018322736, "loss_mape": 0.10807137936353683}}, "250": {"train": {"loss_reduced": 0.11304141581058502, "pred": 0.09773274511098862, "loss_l2": 0.0002620343293529004, "loss_mape": 0.14319950342178345}, "valid": {"0": {"loss_reduced": 0.12720341980457306, "pred": 0.1001930683851242, "valid_loss_l2": 0.0007295591058209538, "valid_loss_mape": 0.21233981847763062}}}, "251": {"train": {"loss_reduced": 0.12424343824386597, "pred": 0.15340793132781982, "loss_l2": 0.0007225830340757966, "loss_mape": 0.21635673940181732}}, "252": {"train": {"loss_reduced": 0.1357097625732422, "pred": 0.14344561100006104, "loss_l2": 0.0004272272053640336, "loss_mape": 0.152306467294693}}, "253": {"train": {"loss_reduced": 0.12129795551300049, "pred": 0.1183294802904129, "loss_l2": 0.0004603140405379236, "loss_mape": 0.1768779158592224}}, "254": {"train": {"loss_reduced": 0.12754730880260468, "pred": 0.11031346023082733, "loss_l2": 7.487015682272613e-05, "loss_mape": 0.06783956289291382}}, "255": {"train": {"loss_reduced": 0.10947535932064056, "pred": 0.10491089522838593, "loss_l2": 7.306153406716476e-07, "loss_mape": 0.007807787973433733}, "valid": {"0": {"loss_reduced": 0.12051549553871155, "pred": 0.10813377797603607, "valid_loss_l2": 0.00015330692986026406, "valid_loss_mape": 0.10273963212966919}}}, "256": {"train": {"loss_reduced": 0.1380021870136261, "pred": 0.1614413559436798, "loss_l2": 0.0010534202447161078, "loss_mape": 0.235187828540802}}, "257": {"train": {"loss_reduced": 0.11358247697353363, "pred": 0.13529913127422333, "loss_l2": 0.002191663021221757, "loss_mape": 0.4121692180633545}}, "258": {"train": {"loss_reduced": 0.12233391404151917, "pred": 0.11613696813583374, "loss_l2": 0.0002522242139093578, "loss_mape": 0.12982146441936493}}, "259": {"train": {"loss_reduced": 0.13351431488990784, "pred": 0.10762427747249603, "loss_l2": 0.0004014695296064019, "loss_mape": 0.15007159113883972}}, "260": {"train": {"loss_reduced": 0.1052396297454834, "pred": 0.10703720152378082, "loss_l2": 5.979045090498403e-05, "loss_mape": 0.07347449660301208}, "valid": {"0": {"loss_reduced": 0.12673483788967133, "pred": 0.10589715838432312, "valid_loss_l2": 0.00043420889414846897, "valid_loss_mape": 0.1644195020198822}}}, "261": {"train": {"loss_reduced": 0.12774917483329773, "pred": 0.16176263988018036, "loss_l2": 0.00045814900659024715, "loss_mape": 0.16755032539367676}}, "262": {"train": {"loss_reduced": 0.1172950267791748, "pred": 0.12822243571281433, "loss_l2": 0.0014255939750000834, "loss_mape": 0.32189804315567017}}, "263": {"train": {"loss_reduced": 0.12308919429779053, "pred": 0.11177320778369904, "loss_l2": 5.358242560760118e-05, "loss_mape": 0.059469085186719894}}, "264": {"train": {"loss_reduced": 0.1270638257265091, "pred": 0.10677514970302582, "loss_l2": 0.00033380926470272243, "loss_mape": 0.14378952980041504}}, "265": {"train": {"loss_reduced": 0.13092535734176636, "pred": 0.1191449984908104, "loss_l2": 0.000522532151080668, "loss_mape": 0.17459538578987122}, "valid": {"0": {"loss_reduced": 0.13103917241096497, "pred": 0.12598983943462372, "valid_loss_l2": 2.54957631113939e-05, "valid_loss_mape": 0.038533005863428116}}}, "266": {"train": {"loss_reduced": 0.11638051271438599, "pred": 0.08366626501083374, "loss_l2": 5.108534969622269e-05, "loss_mape": 0.061414074152708054}}, "267": {"train": {"loss_reduced": 0.12305521965026855, "pred": 0.10431261360645294, "loss_l2": 0.0017513857455924153, "loss_mape": 0.3400876522064209}}, "268": {"train": {"loss_reduced": 0.13157933950424194, "pred": 0.1441965401172638, "loss_l2": 0.0007571650785394013, "loss_mape": 0.20912578701972961}}, "269": {"train": {"loss_reduced": 0.1314622014760971, "pred": 0.1657595932483673, "loss_l2": 9.462295565754175e-05, "loss_mape": 0.07399414479732513}}, "270": {"train": {"loss_reduced": 0.12579485774040222, "pred": 0.15240716934204102, "loss_l2": 0.002209209371358156, "loss_mape": 0.37364187836647034}, "valid": {"0": {"loss_reduced": 0.12027478218078613, "pred": 0.15806064009666443, "valid_loss_l2": 0.001427771057933569, "valid_loss_mape": 0.3141627609729767}}}, "271": {"train": {"loss_reduced": 0.12686383724212646, "pred": 0.10359860956668854, "loss_l2": 0.0007293184171430767, "loss_mape": 0.21287308633327484}}, "272": {"train": {"loss_reduced": 0.13071885704994202, "pred": 0.10153631865978241, "loss_l2": 0.0009398676920682192, "loss_mape": 0.23452822864055634}}, "273": {"train": {"loss_reduced": 0.12433919310569763, "pred": 0.1183592826128006, "loss_l2": 0.0005539466510526836, "loss_mape": 0.18928924202919006}}, "274": {"train": {"loss_reduced": 0.12812423706054688, "pred": 0.14778195321559906, "loss_l2": 7.669344631722197e-05, "loss_mape": 0.06835146993398666}}, "275": {"train": {"loss_reduced": 0.11797833442687988, "pred": 0.14029596745967865, "loss_l2": 0.0014173219678923488, "loss_mape": 0.31910380721092224}, "valid": {"0": {"loss_reduced": 0.1110898107290268, "pred": 0.13733306527137756, "valid_loss_l2": 0.0006887083873152733, "valid_loss_mape": 0.23623457551002502}}}, "276": {"train": {"loss_reduced": 0.1173287034034729, "pred": 0.08773474395275116, "loss_l2": 0.00027680356288328767, "loss_mape": 0.14180174469947815}}, "277": {"train": {"loss_reduced": 0.12805138528347015, "pred": 0.10249960422515869, "loss_l2": 0.001629524165764451, "loss_mape": 0.3152434825897217}}, "278": {"train": {"loss_reduced": 0.13147780299186707, "pred": 0.13723409175872803, "loss_l2": 0.0007431891281157732, "loss_mape": 0.20734675228595734}}, "279": {"train": {"loss_reduced": 0.12423986196517944, "pred": 0.1515374630689621, "loss_l2": 0.00019558377971407026, "loss_mape": 0.1125655397772789}}, "280": {"train": {"loss_reduced": 0.12305593490600586, "pred": 0.13624954223632812, "loss_l2": 0.00045847566798329353, "loss_mape": 0.174002543091774}, "valid": {"0": {"loss_reduced": 0.12531337141990662, "pred": 0.13887929916381836, "valid_loss_l2": 0.0001840343902586028, "valid_loss_mape": 0.1082560271024704}}}, "281": {"train": {"loss_reduced": 0.13537003099918365, "pred": 0.09340711683034897, "loss_l2": 3.763020140468143e-05, "loss_mape": 0.045315392315387726}}, "282": {"train": {"loss_reduced": 0.11926323175430298, "pred": 0.11233090609312057, "loss_l2": 0.0008208187064155936, "loss_mape": 0.24022436141967773}}, "283": {"train": {"loss_reduced": 0.1275717169046402, "pred": 0.15195612609386444, "loss_l2": 0.0001470322604291141, "loss_mape": 0.09504995495080948}}, "284": {"train": {"loss_reduced": 0.12228573858737946, "pred": 0.14001142978668213, "loss_l2": 0.0009021390578709543, "loss_mape": 0.24561841785907745}}, "285": {"train": {"loss_reduced": 0.11612115800380707, "pred": 0.11714686453342438, "loss_l2": 0.00041394823347218335, "loss_mape": 0.1752111166715622}, "valid": {"0": {"loss_reduced": 0.12396812438964844, "pred": 0.12107135355472565, "valid_loss_l2": 8.391280971409287e-06, "valid_loss_mape": 0.023367062211036682}}}, "286": {"train": {"loss_reduced": 0.1245030015707016, "pred": 0.17459681630134583, "loss_l2": 5.962499199085869e-05, "loss_mape": 0.06202036887407303}}, "287": {"train": {"loss_reduced": 0.12082232534885406, "pred": 0.13467687368392944, "loss_l2": 0.003200012492015958, "loss_mape": 0.4681970179080963}}, "288": {"train": {"loss_reduced": 0.12157803773880005, "pred": 0.10659816861152649, "loss_l2": 0.00024554753326810896, "loss_mape": 0.1288880556821823}}, "289": {"train": {"loss_reduced": 0.12943297624588013, "pred": 0.09477828443050385, "loss_l2": 0.0004748449136968702, "loss_mape": 0.16835691034793854}}, "290": {"train": {"loss_reduced": 0.11985859274864197, "pred": 0.09064429253339767, "loss_l2": 0.0007483310764655471, "loss_mape": 0.22823262214660645}, "valid": {"0": {"loss_reduced": 0.1376478672027588, "pred": 0.08930499106645584, "valid_loss_l2": 0.0023370336275547743, "valid_loss_mape": 0.35120686888694763}}}, "291": {"train": {"loss_reduced": 0.12521958351135254, "pred": 0.13890208303928375, "loss_l2": 0.0012649097479879856, "loss_mape": 0.2840256094932556}}, "292": {"train": {"loss_reduced": 0.1272452175617218, "pred": 0.15237873792648315, "loss_l2": 0.00010988447320414707, "loss_mape": 0.08238092809915543}}, "293": {"train": {"loss_reduced": 0.1328308880329132, "pred": 0.13766443729400635, "loss_l2": 0.0005419269436970353, "loss_mape": 0.17525535821914673}}, "294": {"train": {"loss_reduced": 0.11826026439666748, "pred": 0.11733724176883698, "loss_l2": 0.000544015143532306, "loss_mape": 0.1972271203994751}}, "295": {"train": {"loss_reduced": 0.12891671061515808, "pred": 0.10464987903833389, "loss_l2": 0.0003155242884531617, "loss_mape": 0.13778667151927948}, "valid": {"0": {"loss_reduced": 0.11554354429244995, "pred": 0.10760875046253204, "valid_loss_l2": 6.296095671132207e-05, "valid_loss_mape": 0.06867362558841705}}}, "296": {"train": {"loss_reduced": 0.12200793623924255, "pred": 0.15515300631523132, "loss_l2": 0.0002911527990363538, "loss_mape": 0.13985319435596466}}, "297": {"train": {"loss_reduced": 0.12849318981170654, "pred": 0.1328393667936325, "loss_l2": 0.0009877646807581186, "loss_mape": 0.24459446966648102}}, "298": {"train": {"loss_reduced": 0.12362697720527649, "pred": 0.1113816499710083, "loss_l2": 3.804946754826233e-05, "loss_mape": 0.04989546164870262}}, "299": {"train": {"loss_reduced": 0.12790870666503906, "pred": 0.11076842993497849, "loss_l2": 0.00018539757002145052, "loss_mape": 0.10645153373479843}}, "300": {"train": {"loss_reduced": 0.12352031469345093, "pred": 0.11881902813911438, "loss_l2": 0.00011728050594683737, "loss_mape": 0.08767475187778473}, "valid": {"0": {"loss_reduced": 0.12301492691040039, "pred": 0.11268815398216248, "valid_loss_l2": 0.00010664224100764841, "valid_loss_mape": 0.0839473158121109}}}, "301": {"train": {"loss_reduced": 0.12836229801177979, "pred": 0.17497865855693817, "loss_l2": 0.00022197711223270744, "loss_mape": 0.11606910079717636}}, "302": {"train": {"loss_reduced": 0.12461733818054199, "pred": 0.13270814716815948, "loss_l2": 0.0022072724532335997, "loss_mape": 0.37700706720352173}}, "303": {"train": {"loss_reduced": 0.13265694677829742, "pred": 0.11530457437038422, "loss_l2": 0.00011885236017405987, "loss_mape": 0.08218146860599518}}, "304": {"train": {"loss_reduced": 0.10901705920696259, "pred": 0.09350647777318954, "loss_l2": 8.074135848801234e-08, "loss_mape": 0.0026064750272780657}}, "305": {"train": {"loss_reduced": 0.12863002717494965, "pred": 0.09864992648363113, "loss_l2": 0.0008521946729160845, "loss_mape": 0.2269483506679535}, "valid": {"0": {"loss_reduced": 0.13400691747665405, "pred": 0.09144488722085953, "valid_loss_l2": 0.0018115263665094972, "valid_loss_mape": 0.3176106810569763}}}, "306": {"train": {"loss_reduced": 0.11895844340324402, "pred": 0.14059987664222717, "loss_l2": 0.0007359144510701299, "loss_mape": 0.22804385423660278}}, "307": {"train": {"loss_reduced": 0.11337170004844666, "pred": 0.12478459626436234, "loss_l2": 0.0009084598859772086, "loss_mape": 0.265857070684433}}, "308": {"train": {"loss_reduced": 0.13531821966171265, "pred": 0.12228117883205414, "loss_l2": 0.00012103573681088164, "loss_mape": 0.08130186796188354}}, "309": {"train": {"loss_reduced": 0.1305561065673828, "pred": 0.12714813649654388, "loss_l2": 9.139766189036891e-05, "loss_mape": 0.07322684675455093}}, "310": {"train": {"loss_reduced": 0.1284608244895935, "pred": 0.13571405410766602, "loss_l2": 1.0576567547104787e-05, "loss_mape": 0.025316383689641953}, "valid": {"0": {"loss_reduced": 0.12687170505523682, "pred": 0.13412907719612122, "valid_loss_l2": 5.2669449360109866e-05, "valid_loss_mape": 0.05720244720578194}}}, "311": {"train": {"loss_reduced": 0.1297365427017212, "pred": 0.09168041497468948, "loss_l2": 2.167431148336618e-06, "loss_mape": 0.011347765102982521}}, "312": {"train": {"loss_reduced": 0.12872138619422913, "pred": 0.12085719406604767, "loss_l2": 0.0013163043186068535, "loss_mape": 0.28185608983039856}}, "313": {"train": {"loss_reduced": 0.12321692705154419, "pred": 0.15201948583126068, "loss_l2": 6.300604837861101e-08, "loss_mape": 0.0020371393766254187}}, "314": {"train": {"loss_reduced": 0.12270720303058624, "pred": 0.13944998383522034, "loss_l2": 0.0006220801151357591, "loss_mape": 0.20326055586338043}}, "315": {"train": {"loss_reduced": 0.12137496471405029, "pred": 0.12662434577941895, "loss_l2": 0.0005232674884609878, "loss_mape": 0.1884658932685852}, "valid": {"0": {"loss_reduced": 0.11994557082653046, "pred": 0.12191209197044373, "valid_loss_l2": 3.867205577989807e-06, "valid_loss_mape": 0.01639511249959469}}}, "316": {"train": {"loss_reduced": 0.12311315536499023, "pred": 0.09064479172229767, "loss_l2": 3.602538299674052e-06, "loss_mape": 0.015416999347507954}}, "317": {"train": {"loss_reduced": 0.12262365221977234, "pred": 0.1156914159655571, "loss_l2": 0.0011928611202165484, "loss_mape": 0.2816570997238159}}, "318": {"train": {"loss_reduced": 0.12577705085277557, "pred": 0.15827739238739014, "loss_l2": 5.90874878980685e-05, "loss_mape": 0.06111479178071022}}, "319": {"train": {"loss_reduced": 0.1293889731168747, "pred": 0.1465298980474472, "loss_l2": 0.0008711553527973592, "loss_mape": 0.22811326384544373}}, "320": {"train": {"loss_reduced": 0.11488038301467896, "pred": 0.12428198009729385, "loss_l2": 0.0010655648075044155, "loss_mape": 0.2841476500034332}, "valid": {"0": {"loss_reduced": 0.1323184370994568, "pred": 0.12299193441867828, "valid_loss_l2": 8.698365127202123e-05, "valid_loss_mape": 0.07048528641462326}}}, "321": {"train": {"loss_reduced": 0.12697307765483856, "pred": 0.18100504577159882, "loss_l2": 3.4719453196885297e-06, "loss_mape": 0.014674887992441654}}, "322": {"train": {"loss_reduced": 0.12858662009239197, "pred": 0.13593190908432007, "loss_l2": 0.0025007613003253937, "loss_mape": 0.38890212774276733}}, "323": {"train": {"loss_reduced": 0.11978055536746979, "pred": 0.10546022653579712, "loss_l2": 0.0002167277707485482, "loss_mape": 0.12290539592504501}}, "324": {"train": {"loss_reduced": 0.13074059784412384, "pred": 0.09570620954036713, "loss_l2": 0.0006481018499471247, "loss_mape": 0.19472026824951172}}, "325": {"train": {"loss_reduced": 0.11519324779510498, "pred": 0.09519584476947784, "loss_l2": 0.0004168449668213725, "loss_mape": 0.17723938822746277}, "valid": {"0": {"loss_reduced": 0.1214611828327179, "pred": 0.09521928429603577, "valid_loss_l2": 0.000688637257553637, "valid_loss_mape": 0.21605172753334045}}}, "326": {"train": {"loss_reduced": 0.13241565227508545, "pred": 0.14368370175361633, "loss_l2": 0.0015214461600407958, "loss_mape": 0.29457029700279236}}, "327": {"train": {"loss_reduced": 0.11436182260513306, "pred": 0.1336982697248459, "loss_l2": 0.0009360050898976624, "loss_mape": 0.26752108335494995}}, "328": {"train": {"loss_reduced": 0.13001036643981934, "pred": 0.1267196387052536, "loss_l2": 0.0001355308195343241, "loss_mape": 0.08954494446516037}}, "329": {"train": {"loss_reduced": 0.12400734424591064, "pred": 0.11559545993804932, "loss_l2": 6.36295794720354e-07, "loss_mape": 0.006432534195482731}}, "330": {"train": {"loss_reduced": 0.1327776312828064, "pred": 0.11977873742580414, "loss_l2": 0.000214176150620915, "loss_mape": 0.1102200597524643}, "valid": {"0": {"loss_reduced": 0.11807787418365479, "pred": 0.11316455900669098, "valid_loss_l2": 2.4140666937455535e-05, "valid_loss_mape": 0.041610803455114365}}}, "331": {"train": {"loss_reduced": 0.13346713781356812, "pred": 0.17394767701625824, "loss_l2": 0.0002783539821393788, "loss_mape": 0.1250041276216507}}, "332": {"train": {"loss_reduced": 0.11889700591564178, "pred": 0.13365371525287628, "loss_l2": 0.002390524372458458, "loss_mape": 0.41122138500213623}}, "333": {"train": {"loss_reduced": 0.12190195918083191, "pred": 0.11428746581077576, "loss_l2": 0.0004662327410187572, "loss_mape": 0.17712941765785217}}, "334": {"train": {"loss_reduced": 0.12630075216293335, "pred": 0.09799192100763321, "loss_l2": 0.0002979580021928996, "loss_mape": 0.13666950166225433}}, "335": {"train": {"loss_reduced": 0.1333039402961731, "pred": 0.09875455498695374, "loss_l2": 0.0014676542486995459, "loss_mape": 0.2873881757259369}, "valid": {"0": {"loss_reduced": 0.11812011897563934, "pred": 0.09564555436372757, "valid_loss_l2": 0.0005051060579717159, "valid_loss_mape": 0.19026872515678406}}}, "336": {"train": {"loss_reduced": 0.13262805342674255, "pred": 0.15828745067119598, "loss_l2": 0.000923255633097142, "loss_mape": 0.22910025715827942}}, "337": {"train": {"loss_reduced": 0.12358298897743225, "pred": 0.1361837387084961, "loss_l2": 0.001278320443816483, "loss_mape": 0.28930848836898804}}, "338": {"train": {"loss_reduced": 0.1253771185874939, "pred": 0.11603259295225143, "loss_l2": 7.421569171128795e-05, "loss_mape": 0.0687115266919136}}, "339": {"train": {"loss_reduced": 0.12816618382930756, "pred": 0.11131837964057922, "loss_l2": 0.00011671911488519982, "loss_mape": 0.08429417014122009}}, "340": {"train": {"loss_reduced": 0.11030006408691406, "pred": 0.1086125299334526, "loss_l2": 7.446051313308999e-06, "loss_mape": 0.02473929151892662}, "valid": {"0": {"loss_reduced": 0.11789138615131378, "pred": 0.10044302046298981, "valid_loss_l2": 0.0003044454788323492, "valid_loss_mape": 0.1480037420988083}}}, "341": {"train": {"loss_reduced": 0.12158307433128357, "pred": 0.15756452083587646, "loss_l2": 0.0002636771241668612, "loss_mape": 0.13355590403079987}}, "342": {"train": {"loss_reduced": 0.12265132367610931, "pred": 0.12607616186141968, "loss_l2": 0.0009146450320258737, "loss_mape": 0.24657784402370453}}, "343": {"train": {"loss_reduced": 0.12730637192726135, "pred": 0.11338761448860168, "loss_l2": 2.4057566406554542e-05, "loss_mape": 0.03852793201804161}}, "344": {"train": {"loss_reduced": 0.13211503624916077, "pred": 0.11470191180706024, "loss_l2": 0.00024126298376359046, "loss_mape": 0.11756907403469086}}, "345": {"train": {"loss_reduced": 0.11882230639457703, "pred": 0.11819660663604736, "loss_l2": 2.2590735170524567e-05, "loss_mape": 0.04000066593289375}, "valid": {"0": {"loss_reduced": 0.12349537014961243, "pred": 0.11188369989395142, "valid_loss_l2": 0.0001348308869637549, "valid_loss_mape": 0.0940251499414444}}}, "346": {"train": {"loss_reduced": 0.11217683553695679, "pred": 0.0802508294582367, "loss_l2": 1.4351354593600263e-06, "loss_mape": 0.01067931205034256}}, "347": {"train": {"loss_reduced": 0.11646786332130432, "pred": 0.11083197593688965, "loss_l2": 0.0011185616021975875, "loss_mape": 0.28715991973876953}}, "348": {"train": {"loss_reduced": 0.12700900435447693, "pred": 0.15067702531814575, "loss_l2": 0.000407209008699283, "loss_mape": 0.15888181328773499}}, "349": {"train": {"loss_reduced": 0.14243274927139282, "pred": 0.17279848456382751, "loss_l2": 0.00010905193630605936, "loss_mape": 0.07331736385822296}}, "350": {"train": {"loss_reduced": 0.11621241271495819, "pred": 0.14505411684513092, "loss_l2": 0.0028202610556036234, "loss_mape": 0.45697468519210815}, "valid": {"0": {"loss_reduced": 0.1370106041431427, "pred": 0.14999014139175415, "valid_loss_l2": 0.00016846838116180152, "valid_loss_mape": 0.0947338119149208}}}, "351": {"train": {"loss_reduced": 0.12380450963973999, "pred": 0.10210499167442322, "loss_l2": 0.0006140346522442997, "loss_mape": 0.20015200972557068}}, "352": {"train": {"loss_reduced": 0.13078264892101288, "pred": 0.10506775975227356, "loss_l2": 0.0007238345569930971, "loss_mape": 0.20571668446063995}}, "353": {"train": {"loss_reduced": 0.12729954719543457, "pred": 0.12114308774471283, "loss_l2": 0.0005528340116143227, "loss_mape": 0.18470154702663422}}, "354": {"train": {"loss_reduced": 0.11671903729438782, "pred": 0.1352255642414093, "loss_l2": 1.6010276340239216e-06, "loss_mape": 0.010840709321200848}}, "355": {"train": {"loss_reduced": 0.14269480109214783, "pred": 0.16221372783184052, "loss_l2": 7.123741670511663e-05, "loss_mape": 0.05914879962801933}, "valid": {"0": {"loss_reduced": 0.1145489513874054, "pred": 0.1634286493062973, "valid_loss_l2": 0.0023892249446362257, "valid_loss_mape": 0.4267144799232483}}}, "356": {"train": {"loss_reduced": 0.12794312834739685, "pred": 0.11069049686193466, "loss_l2": 0.0016193371266126633, "loss_mape": 0.31452247500419617}}, "357": {"train": {"loss_reduced": 0.11985926330089569, "pred": 0.09355179220438004, "loss_l2": 9.495184349361807e-05, "loss_mape": 0.08129804581403732}}, "358": {"train": {"loss_reduced": 0.1339164674282074, "pred": 0.10075278580188751, "loss_l2": 0.0017205345211550593, "loss_mape": 0.3097403049468994}}, "359": {"train": {"loss_reduced": 0.11658996343612671, "pred": 0.11954846978187561, "loss_l2": 0.0002760868228506297, "loss_mape": 0.1425153613090515}}, "360": {"train": {"loss_reduced": 0.12481439113616943, "pred": 0.14338338375091553, "loss_l2": 0.00011883335537277162, "loss_mape": 0.08733825385570526}, "valid": {"0": {"loss_reduced": 0.12960436940193176, "pred": 0.1556902527809143, "valid_loss_l2": 0.0006804732838645577, "valid_loss_mape": 0.20127317309379578}}}, "361": {"train": {"loss_reduced": 0.12531238794326782, "pred": 0.0942305475473404, "loss_l2": 0.0006545073702000082, "loss_mape": 0.2041565328836441}}, "362": {"train": {"loss_reduced": 0.12207114696502686, "pred": 0.09282208979129791, "loss_l2": 0.000796763168182224, "loss_mape": 0.23123395442962646}}, "363": {"train": {"loss_reduced": 0.12651889026165009, "pred": 0.11153390258550644, "loss_l2": 0.0011198921129107475, "loss_mape": 0.2645042836666107}}, "364": {"train": {"loss_reduced": 0.12466186285018921, "pred": 0.1433960646390915, "loss_l2": 7.403864583466202e-05, "loss_mape": 0.06902328133583069}}, "365": {"train": {"loss_reduced": 0.1256769597530365, "pred": 0.14802879095077515, "loss_l2": 0.000167321486514993, "loss_mape": 0.10292483866214752}, "valid": {"0": {"loss_reduced": 0.12838402390480042, "pred": 0.1478847712278366, "valid_loss_l2": 0.00038027914706617594, "valid_loss_mape": 0.15189388394355774}}}, "366": {"train": {"loss_reduced": 0.1306299865245819, "pred": 0.09499981999397278, "loss_l2": 0.00038654179661534727, "loss_mape": 0.15050654113292694}}, "367": {"train": {"loss_reduced": 0.12067517638206482, "pred": 0.09533311426639557, "loss_l2": 0.0008298874017782509, "loss_mape": 0.238721564412117}}, "368": {"train": {"loss_reduced": 0.12659911811351776, "pred": 0.11840997636318207, "loss_l2": 0.0009394849184900522, "loss_mape": 0.24211083352565765}}, "369": {"train": {"loss_reduced": 0.12804457545280457, "pred": 0.15151603519916534, "loss_l2": 5.7365694374311715e-05, "loss_mape": 0.059151388704776764}}, "370": {"train": {"loss_reduced": 0.12605929374694824, "pred": 0.1480330228805542, "loss_l2": 0.0008290561381727457, "loss_mape": 0.22841104865074158}, "valid": {"0": {"loss_reduced": 0.11295133829116821, "pred": 0.1487123817205429, "valid_loss_l2": 0.0012788522290065885, "valid_loss_mape": 0.31660574674606323}}}, "371": {"train": {"loss_reduced": 0.13010737299919128, "pred": 0.09571044147014618, "loss_l2": 0.0003956551954615861, "loss_mape": 0.15288205444812775}}, "372": {"train": {"loss_reduced": 0.13001342117786407, "pred": 0.09889638423919678, "loss_l2": 0.0015636066673323512, "loss_mape": 0.30414143204689026}}, "373": {"train": {"loss_reduced": 0.13468651473522186, "pred": 0.1236213892698288, "loss_l2": 0.0013883949723094702, "loss_mape": 0.2766511142253876}}, "374": {"train": {"loss_reduced": 0.1180013120174408, "pred": 0.14521948993206024, "loss_l2": 9.309445158578455e-05, "loss_mape": 0.08176643401384354}}, "375": {"train": {"loss_reduced": 0.11080659925937653, "pred": 0.13531742990016937, "loss_l2": 0.0013746118638664484, "loss_mape": 0.3345988392829895}, "valid": {"0": {"loss_reduced": 0.1112271398305893, "pred": 0.13692353665828705, "valid_loss_l2": 0.0006603047950193286, "valid_loss_mape": 0.2310263216495514}}}, "376": {"train": {"loss_reduced": 0.13403499126434326, "pred": 0.08959445357322693, "loss_l2": 5.603418458122178e-07, "loss_mape": 0.005584808997809887}}, "377": {"train": {"loss_reduced": 0.12024082243442535, "pred": 0.12096180021762848, "loss_l2": 0.0009949266677722335, "loss_mape": 0.2623273730278015}}, "378": {"train": {"loss_reduced": 0.12321130931377411, "pred": 0.15965332090854645, "loss_l2": 9.023252459883224e-06, "loss_mape": 0.024379847571253777}}, "379": {"train": {"loss_reduced": 0.11895249783992767, "pred": 0.13853612542152405, "loss_l2": 0.001828109147027135, "loss_mape": 0.3594408929347992}}, "380": {"train": {"loss_reduced": 0.13887032866477966, "pred": 0.12391326576471329, "loss_l2": 1.1742805554604274e-06, "loss_mape": 0.007803266867995262}, "valid": {"0": {"loss_reduced": 0.12207522988319397, "pred": 0.11676890403032303, "valid_loss_l2": 2.8157093765912578e-05, "valid_loss_mape": 0.04346767067909241}}}, "381": {"train": {"loss_reduced": 0.12003150582313538, "pred": 0.08355025947093964, "loss_l2": 9.288095498050097e-06, "loss_mape": 0.02539031393826008}}, "382": {"train": {"loss_reduced": 0.1192125678062439, "pred": 0.10734285414218903, "loss_l2": 0.001449130941182375, "loss_mape": 0.31932416558265686}}, "383": {"train": {"loss_reduced": 0.13050736486911774, "pred": 0.1514805406332016, "loss_l2": 0.0005418124492280185, "loss_mape": 0.17835672199726105}}, "384": {"train": {"loss_reduced": 0.12012654542922974, "pred": 0.14761705696582794, "loss_l2": 0.001228185254149139, "loss_mape": 0.29173797369003296}}, "385": {"train": {"loss_reduced": 0.1521349549293518, "pred": 0.14714160561561584, "loss_l2": 1.7061871915302618e-09, "loss_mape": 0.0002715090522542596}, "valid": {"0": {"loss_reduced": 0.12479551136493683, "pred": 0.14391276240348816, "valid_loss_l2": 0.00036546928458847106, "valid_loss_mape": 0.15318861603736877}}}, "386": {"train": {"loss_reduced": 0.1260913759469986, "pred": 0.09752991795539856, "loss_l2": 0.00030865371809341013, "loss_mape": 0.1393318474292755}}, "387": {"train": {"loss_reduced": 0.12561249732971191, "pred": 0.10328759253025055, "loss_l2": 0.0009180596680380404, "loss_mape": 0.24121405184268951}}, "388": {"train": {"loss_reduced": 0.11942389607429504, "pred": 0.1260698139667511, "loss_l2": 0.0001984815316973254, "loss_mape": 0.11796925216913223}}, "389": {"train": {"loss_reduced": 0.1277868151664734, "pred": 0.15141835808753967, "loss_l2": 9.27651853999123e-06, "loss_mape": 0.02383452281355858}}, "390": {"train": {"loss_reduced": 0.1219543069601059, "pred": 0.13598421216011047, "loss_l2": 0.0007172446930781007, "loss_mape": 0.21960212290287018}, "valid": {"0": {"loss_reduced": 0.13067495822906494, "pred": 0.13870427012443542, "valid_loss_l2": 6.446985207730904e-05, "valid_loss_mape": 0.06144491583108902}}}, "391": {"train": {"loss_reduced": 0.12310373783111572, "pred": 0.09458277374505997, "loss_l2": 0.0003038898285012692, "loss_mape": 0.14160768687725067}}, "392": {"train": {"loss_reduced": 0.12972451746463776, "pred": 0.10793907940387726, "loss_l2": 0.0011335992021486163, "loss_mape": 0.2595420479774475}}, "393": {"train": {"loss_reduced": 0.12177477777004242, "pred": 0.13127106428146362, "loss_l2": 0.00025908276438713074, "loss_mape": 0.13217882812023163}}, "394": {"train": {"loss_reduced": 0.13163667917251587, "pred": 0.16067706048488617, "loss_l2": 1.0721962098614313e-05, "loss_mape": 0.024874836206436157}}, "395": {"train": {"loss_reduced": 0.1045529842376709, "pred": 0.13557876646518707, "loss_l2": 0.0029247200582176447, "loss_mape": 0.5172562003135681}, "valid": {"0": {"loss_reduced": 0.12973351776599884, "pred": 0.13535107672214508, "valid_loss_l2": 3.155696686008014e-05, "valid_loss_mape": 0.043300751596689224}}}, "396": {"train": {"loss_reduced": 0.14279168844223022, "pred": 0.21781429648399353, "loss_l2": 6.179482170409756e-06, "loss_mape": 0.01740897074341774}}, "397": {"train": {"loss_reduced": 0.12155880033969879, "pred": 0.154355987906456, "loss_l2": 0.008560184389352798, "loss_mape": 0.761123538017273}}, "398": {"train": {"loss_reduced": 0.12226313352584839, "pred": 0.11519124358892441, "loss_l2": 0.0011567749315872788, "loss_mape": 0.27818191051483154}}, "399": {"train": {"loss_reduced": 0.11681687831878662, "pred": 0.09426890313625336, "loss_l2": 3.6621204344555736e-06, "loss_mape": 0.0163817647844553}}, "400": {"train": {"loss_reduced": 0.1145607978105545, "pred": 0.07968208193778992, "loss_l2": 0.0005649114609695971, "loss_mape": 0.20746944844722748}, "valid": {"0": {"loss_reduced": 0.12740004062652588, "pred": 0.07657185196876526, "valid_loss_l2": 0.002583504654467106, "valid_loss_mape": 0.3989652395248413}}}, "401": {"train": {"loss_reduced": 0.11848501861095428, "pred": 0.12336666882038116, "loss_l2": 0.0014924531569704413, "loss_mape": 0.3260520398616791}}, "402": {"train": {"loss_reduced": 0.12973879277706146, "pred": 0.1796206384897232, "loss_l2": 8.905336471798364e-06, "loss_mape": 0.023001454770565033}}, "403": {"train": {"loss_reduced": 0.12193068861961365, "pred": 0.14238765835762024, "loss_l2": 0.002531609032303095, "loss_mape": 0.41265326738357544}}, "404": {"train": {"loss_reduced": 0.12306627631187439, "pred": 0.11719775199890137, "loss_l2": 0.0004779718001373112, "loss_mape": 0.17764872312545776}}, "405": {"train": {"loss_reduced": 0.13765466213226318, "pred": 0.1095869243144989, "loss_l2": 0.0002238994202343747, "loss_mape": 0.10870150476694107}, "valid": {"0": {"loss_reduced": 0.12964963912963867, "pred": 0.1034388616681099, "valid_loss_l2": 0.0006870048819109797, "valid_loss_mape": 0.20216621458530426}}}, "406": {"train": {"loss_reduced": 0.12227286398410797, "pred": 0.1571677029132843, "loss_l2": 0.0003093027917202562, "loss_mape": 0.14383408427238464}}, "407": {"train": {"loss_reduced": 0.1294396072626114, "pred": 0.13219283521175385, "loss_l2": 0.000955694355070591, "loss_mape": 0.23883189260959625}}, "408": {"train": {"loss_reduced": 0.12414979934692383, "pred": 0.10968679934740067, "loss_l2": 6.986888365645427e-06, "loss_mape": 0.021290991455316544}}, "409": {"train": {"loss_reduced": 0.13041184842586517, "pred": 0.11096721887588501, "loss_l2": 0.0003079070302192122, "loss_mape": 0.13455280661582947}}, "410": {"train": {"loss_reduced": 0.11084702610969543, "pred": 0.1122845858335495, "loss_l2": 1.3132617823430337e-05, "loss_mape": 0.03269276022911072}, "valid": {"0": {"loss_reduced": 0.12457698583602905, "pred": 0.10620757937431335, "valid_loss_l2": 0.0003374351072125137, "valid_loss_mape": 0.14745424687862396}}}, "411": {"train": {"loss_reduced": 0.1264355480670929, "pred": 0.15579204261302948, "loss_l2": 0.00047460629139095545, "loss_mape": 0.17230486869812012}}, "412": {"train": {"loss_reduced": 0.12918099761009216, "pred": 0.13550977408885956, "loss_l2": 0.0007453998550772667, "loss_mape": 0.21134696900844574}}, "413": {"train": {"loss_reduced": 0.1389416754245758, "pred": 0.12730419635772705, "loss_l2": 1.1880459851454361e-06, "loss_mape": 0.007844840176403522}}, "414": {"train": {"loss_reduced": 0.12082505226135254, "pred": 0.11621744930744171, "loss_l2": 8.615041588200256e-05, "loss_mape": 0.0768195390701294}}, "415": {"train": {"loss_reduced": 0.10580049455165863, "pred": 0.1018582135438919, "loss_l2": 0.00011112759239040315, "loss_mape": 0.09963759779930115}, "valid": {"0": {"loss_reduced": 0.10999913513660431, "pred": 0.10299844294786453, "valid_loss_l2": 4.9009689973900095e-05, "valid_loss_mape": 0.06364315748214722}}}, "416": {"train": {"loss_reduced": 0.12326514720916748, "pred": 0.13988927006721497, "loss_l2": 0.0007431168342009187, "loss_mape": 0.22115066647529602}}, "417": {"train": {"loss_reduced": 0.12242403626441956, "pred": 0.13431820273399353, "loss_l2": 0.0005207780632190406, "loss_mape": 0.18640589714050293}}, "418": {"train": {"loss_reduced": 0.13867375254631042, "pred": 0.13365863263607025, "loss_l2": 7.760194421280175e-06, "loss_mape": 0.02008824609220028}}, "419": {"train": {"loss_reduced": 0.1204410195350647, "pred": 0.12282475084066391, "loss_l2": 0.0001651811326155439, "loss_mape": 0.10671016573905945}}, "420": {"train": {"loss_reduced": 0.1175701767206192, "pred": 0.11099787801504135, "loss_l2": 5.960175144537061e-07, "loss_mape": 0.006566475611180067}, "valid": {"0": {"loss_reduced": 0.12215559184551239, "pred": 0.11406105011701584, "valid_loss_l2": 6.552160630235448e-05, "valid_loss_mape": 0.06626418977975845}}}, "421": {"train": {"loss_reduced": 0.11987219750881195, "pred": 0.15868805348873138, "loss_l2": 7.564356928924099e-05, "loss_mape": 0.07255502790212631}}, "422": {"train": {"loss_reduced": 0.12435416877269745, "pred": 0.13006523251533508, "loss_l2": 0.0015198069158941507, "loss_mape": 0.3134973347187042}}, "423": {"train": {"loss_reduced": 0.13615387678146362, "pred": 0.11498065292835236, "loss_l2": 6.34988973615691e-05, "loss_mape": 0.058526571840047836}}, "424": {"train": {"loss_reduced": 0.1211751401424408, "pred": 0.10994128882884979, "loss_l2": 6.446817133110017e-05, "loss_mape": 0.0662611797451973}}, "425": {"train": {"loss_reduced": 0.12050524353981018, "pred": 0.12064944952726364, "loss_l2": 2.420190412522061e-06, "loss_mape": 0.012909779325127602}, "valid": {"0": {"loss_reduced": 0.1264372169971466, "pred": 0.11184144020080566, "valid_loss_l2": 0.00021303670655470341, "valid_loss_mape": 0.11543893069028854}}}, "426": {"train": {"loss_reduced": 0.12724311649799347, "pred": 0.1659904420375824, "loss_l2": 0.000311888987198472, "loss_mape": 0.13879241049289703}}, "427": {"train": {"loss_reduced": 0.12017235159873962, "pred": 0.13232655823230743, "loss_l2": 0.002343931933864951, "loss_mape": 0.40287280082702637}}, "428": {"train": {"loss_reduced": 0.12357264757156372, "pred": 0.1091083288192749, "loss_l2": 5.848288128618151e-05, "loss_mape": 0.06188594549894333}}, "429": {"train": {"loss_reduced": 0.13122451305389404, "pred": 0.10647241771221161, "loss_l2": 0.00032246141927316785, "loss_mape": 0.13684341311454773}}, "430": {"train": {"loss_reduced": 0.10399580001831055, "pred": 0.09764756262302399, "loss_l2": 3.0209566830308177e-05, "loss_mape": 0.052851393818855286}, "valid": {"0": {"loss_reduced": 0.13843071460723877, "pred": 0.10282492637634277, "valid_loss_l2": 0.0012677721679210663, "valid_loss_mape": 0.2572101652622223}}}, "431": {"train": {"loss_reduced": 0.12890565395355225, "pred": 0.156723290681839, "loss_l2": 0.000579102139454335, "loss_mape": 0.18668335676193237}}, "432": {"train": {"loss_reduced": 0.12775205075740814, "pred": 0.13578809797763824, "loss_l2": 0.0005240183672867715, "loss_mape": 0.17918653786182404}}, "433": {"train": {"loss_reduced": 0.12526896595954895, "pred": 0.12220194935798645, "loss_l2": 0.0003934678388759494, "loss_mape": 0.1583474725484848}}, "434": {"train": {"loss_reduced": 0.11669889092445374, "pred": 0.10208849608898163, "loss_l2": 4.282434383640066e-05, "loss_mape": 0.056076206266880035}}, "435": {"train": {"loss_reduced": 0.13973957300186157, "pred": 0.11663215607404709, "loss_l2": 0.0010607285657897592, "loss_mape": 0.23306803405284882}, "valid": {"0": {"loss_reduced": 0.11689615249633789, "pred": 0.1176922619342804, "valid_loss_l2": 6.337902505038073e-07, "valid_loss_mape": 0.006810398772358894}}}, "436": {"train": {"loss_reduced": 0.11981987953186035, "pred": 0.1736011505126953, "loss_l2": 4.390082253280525e-08, "loss_mape": 0.0017486682627350092}}, "437": {"train": {"loss_reduced": 0.12227874994277954, "pred": 0.1275353878736496, "loss_l2": 0.002490723505616188, "loss_mape": 0.40814244747161865}}, "438": {"train": {"loss_reduced": 0.1283421367406845, "pred": 0.1025635302066803, "loss_l2": 2.7215077352593653e-05, "loss_mape": 0.040647655725479126}}, "439": {"train": {"loss_reduced": 0.12307991087436676, "pred": 0.09867384284734726, "loss_l2": 0.00033090199576690793, "loss_mape": 0.14779594540596008}}, "440": {"train": {"loss_reduced": 0.13003620505332947, "pred": 0.09981399774551392, "loss_l2": 0.0013426759978756309, "loss_mape": 0.281787246465683}, "valid": {"0": {"loss_reduced": 0.13519138097763062, "pred": 0.10732349008321762, "valid_loss_l2": 0.0007766193593852222, "valid_loss_mape": 0.20613659918308258}}}, "441": {"train": {"loss_reduced": 0.12052692472934723, "pred": 0.1597314327955246, "loss_l2": 0.00022657521185465157, "loss_mape": 0.12488840520381927}}, "442": {"train": {"loss_reduced": 0.11838190257549286, "pred": 0.12322694063186646, "loss_l2": 0.0013068317202851176, "loss_mape": 0.30536869168281555}}, "443": {"train": {"loss_reduced": 0.1202431172132492, "pred": 0.1069583147764206, "loss_l2": 9.543117630528286e-05, "loss_mape": 0.08124280720949173}}, "444": {"train": {"loss_reduced": 0.13357186317443848, "pred": 0.10400354862213135, "loss_l2": 0.0007784375920891762, "loss_mape": 0.20888002216815948}}, "445": {"train": {"loss_reduced": 0.13949191570281982, "pred": 0.11555686593055725, "loss_l2": 0.001319441245868802, "loss_mape": 0.26040300726890564}, "valid": {"0": {"loss_reduced": 0.1291831135749817, "pred": 0.11455104500055313, "valid_loss_l2": 0.00021409742475952953, "valid_loss_mape": 0.11326611042022705}}}, "446": {"train": {"loss_reduced": 0.1267092227935791, "pred": 0.17403371632099152, "loss_l2": 0.00012245398829691112, "loss_mape": 0.08733297139406204}}, "447": {"train": {"loss_reduced": 0.12563759088516235, "pred": 0.13737112283706665, "loss_l2": 0.002954757073894143, "loss_mape": 0.43265455961227417}}, "448": {"train": {"loss_reduced": 0.1200147271156311, "pred": 0.10345257818698883, "loss_l2": 5.038293238612823e-05, "loss_mape": 0.05914352089166641}}, "449": {"train": {"loss_reduced": 0.12567666172981262, "pred": 0.09843219816684723, "loss_l2": 0.00031342063448391855, "loss_mape": 0.1408669650554657}}, "450": {"train": {"loss_reduced": 0.12515127658843994, "pred": 0.09784922003746033, "loss_l2": 0.0008485523867420852, "loss_mape": 0.23275768756866455}, "valid": {"0": {"loss_reduced": 0.12988634407520294, "pred": 0.10409123450517654, "valid_loss_l2": 0.0006653876625932753, "valid_loss_mape": 0.19859755039215088}}}, "451": {"train": {"loss_reduced": 0.12519299983978271, "pred": 0.14989857375621796, "loss_l2": 0.0007134712650440633, "loss_mape": 0.21335764229297638}}, "452": {"train": {"loss_reduced": 0.12929753959178925, "pred": 0.13703972101211548, "loss_l2": 0.0007228490430861712, "loss_mape": 0.20793785154819489}}, "453": {"train": {"loss_reduced": 0.11953878402709961, "pred": 0.11390824615955353, "loss_l2": 0.00019028279348276556, "loss_mape": 0.11539604514837265}}, "454": {"train": {"loss_reduced": 0.1260240375995636, "pred": 0.10973162949085236, "loss_l2": 0.00011250506213400513, "loss_mape": 0.08416521549224854}}, "455": {"train": {"loss_reduced": 0.13649117946624756, "pred": 0.11476978659629822, "loss_l2": 0.0009594773291610181, "loss_mape": 0.22694090008735657}, "valid": {"0": {"loss_reduced": 0.11659662425518036, "pred": 0.11635901033878326, "valid_loss_l2": 5.64603723773871e-08, "valid_loss_mape": 0.0020379142370074987}}}, "456": {"train": {"loss_reduced": 0.12651793658733368, "pred": 0.17359112203121185, "loss_l2": 8.123223960865289e-05, "loss_mape": 0.07123806327581406}}, "457": {"train": {"loss_reduced": 0.12618136405944824, "pred": 0.1386803686618805, "loss_l2": 0.0029863384552299976, "loss_mape": 0.4330861568450928}}, "458": {"train": {"loss_reduced": 0.12508375942707062, "pred": 0.10744265466928482, "loss_l2": 4.9977385060628876e-05, "loss_mape": 0.05651787668466568}}, "459": {"train": {"loss_reduced": 0.12231945991516113, "pred": 0.09677769243717194, "loss_l2": 0.00021392456255853176, "loss_mape": 0.1195734515786171}}, "460": {"train": {"loss_reduced": 0.13148930668830872, "pred": 0.09644247591495514, "loss_l2": 0.0013324626488611102, "loss_mape": 0.27761125564575195}, "valid": {"0": {"loss_reduced": 0.12053725123405457, "pred": 0.10005106031894684, "valid_loss_l2": 0.0004196840163785964, "valid_loss_mape": 0.16995733976364136}}}, "461": {"train": {"loss_reduced": 0.12199844419956207, "pred": 0.1481371968984604, "loss_l2": 0.0005522217834368348, "loss_mape": 0.19262048602104187}}, "462": {"train": {"loss_reduced": 0.1307889223098755, "pred": 0.13896402716636658, "loss_l2": 0.0002620898012537509, "loss_mape": 0.12378103286027908}}, "463": {"train": {"loss_reduced": 0.13215310871601105, "pred": 0.12688295543193817, "loss_l2": 0.0002195977867813781, "loss_mape": 0.11213381588459015}}, "464": {"train": {"loss_reduced": 0.12091673910617828, "pred": 0.11080042272806168, "loss_l2": 5.902580141992075e-06, "loss_mape": 0.020092524588108063}}, "465": {"train": {"loss_reduced": 0.11297877132892609, "pred": 0.10458672046661377, "loss_l2": 1.107659591070842e-05, "loss_mape": 0.02945820614695549}, "valid": {"0": {"loss_reduced": 0.12370836734771729, "pred": 0.09885220229625702, "valid_loss_l2": 0.000617828918620944, "valid_loss_mape": 0.20092549920082092}}}, "466": {"train": {"loss_reduced": 0.1258014440536499, "pred": 0.15022246539592743, "loss_l2": 0.0005332577275112271, "loss_mape": 0.18356207013130188}}, "467": {"train": {"loss_reduced": 0.11414851248264313, "pred": 0.13118131458759308, "loss_l2": 0.0019803144969046116, "loss_mape": 0.38984936475753784}}, "468": {"train": {"loss_reduced": 0.11667844653129578, "pred": 0.10535731166601181, "loss_l2": 1.2559215974761173e-05, "loss_mape": 0.030373206362128258}}, "469": {"train": {"loss_reduced": 0.13135994970798492, "pred": 0.11244875937700272, "loss_l2": 0.00026069561135955155, "loss_mape": 0.12291471660137177}}, "470": {"train": {"loss_reduced": 0.14160187542438507, "pred": 0.12077128142118454, "loss_l2": 0.0010070375865325332, "loss_mape": 0.22410617768764496}, "valid": {"0": {"loss_reduced": 0.13717633485794067, "pred": 0.11650422215461731, "valid_loss_l2": 0.00042733625741675496, "valid_loss_mape": 0.15069736540317535}}}, "471": {"train": {"loss_reduced": 0.12440367043018341, "pred": 0.17882364988327026, "loss_l2": 2.2856467694509774e-05, "loss_mape": 0.03843008726835251}}, "472": {"train": {"loss_reduced": 0.12535327672958374, "pred": 0.13520458340644836, "loss_l2": 0.003062052885070443, "loss_mape": 0.4414389431476593}}, "473": {"train": {"loss_reduced": 0.13164618611335754, "pred": 0.10897716879844666, "loss_l2": 9.374261935590766e-06, "loss_mape": 0.02325735054910183}}, "474": {"train": {"loss_reduced": 0.11697658896446228, "pred": 0.09474259614944458, "loss_l2": 0.00010712844232330099, "loss_mape": 0.08848169445991516}}, "475": {"train": {"loss_reduced": 0.12147891521453857, "pred": 0.09029489755630493, "loss_l2": 0.0009702601819299161, "loss_mape": 0.25641486048698425}, "valid": {"0": {"loss_reduced": 0.13215400278568268, "pred": 0.09325402230024338, "valid_loss_l2": 0.001513208495453, "valid_loss_mape": 0.2943533957004547}}}, "476": {"train": {"loss_reduced": 0.1337248682975769, "pred": 0.14382943511009216, "loss_l2": 0.00145363446790725, "loss_mape": 0.2851119637489319}}, "477": {"train": {"loss_reduced": 0.12287667393684387, "pred": 0.14064422249794006, "loss_l2": 0.0005602521123364568, "loss_mape": 0.19262927770614624}}, "478": {"train": {"loss_reduced": 0.12333080172538757, "pred": 0.12397416681051254, "loss_l2": 8.466260624118149e-05, "loss_mape": 0.07460609078407288}}, "479": {"train": {"loss_reduced": 0.12789805233478546, "pred": 0.12383370101451874, "loss_l2": 1.764313424246211e-06, "loss_mape": 0.010385417379438877}}, "480": {"train": {"loss_reduced": 0.11164762079715729, "pred": 0.11733407527208328, "loss_l2": 0.0003502393083181232, "loss_mape": 0.16762274503707886}, "valid": {"0": {"loss_reduced": 0.12074300646781921, "pred": 0.10876163095235825, "valid_loss_l2": 0.0001435533631592989, "valid_loss_mape": 0.09923038631677628}}}, "481": {"train": {"loss_reduced": 0.12728707492351532, "pred": 0.16421350836753845, "loss_l2": 0.00019833187980111688, "loss_mape": 0.11063994467258453}}, "482": {"train": {"loss_reduced": 0.12715964019298553, "pred": 0.13086886703968048, "loss_l2": 0.0009969379752874374, "loss_mape": 0.2483046054840088}}, "483": {"train": {"loss_reduced": 0.12511198222637177, "pred": 0.11188269406557083, "loss_l2": 1.6177100405911915e-05, "loss_mape": 0.032147813588380814}}, "484": {"train": {"loss_reduced": 0.12125739455223083, "pred": 0.10863015800714493, "loss_l2": 2.678519558685366e-05, "loss_mape": 0.04268145188689232}}, "485": {"train": {"loss_reduced": 0.1281391978263855, "pred": 0.11474782973527908, "loss_l2": 0.0003807349130511284, "loss_mape": 0.15227526426315308}, "valid": {"0": {"loss_reduced": 0.1217825710773468, "pred": 0.11689038574695587, "valid_loss_l2": 2.3933476768434048e-05, "valid_loss_mape": 0.04017147421836853}}}, "486": {"train": {"loss_reduced": 0.12686429917812347, "pred": 0.16732105612754822, "loss_l2": 0.00021213376021478325, "loss_mape": 0.11480623483657837}}, "487": {"train": {"loss_reduced": 0.12898585200309753, "pred": 0.13746197521686554, "loss_l2": 0.0021015224047005177, "loss_mape": 0.35540613532066345}}, "488": {"train": {"loss_reduced": 0.12458604574203491, "pred": 0.10804116725921631, "loss_l2": 1.9770226572290994e-05, "loss_mape": 0.03568916767835617}}, "489": {"train": {"loss_reduced": 0.1187736839056015, "pred": 0.10271191596984863, "loss_l2": 2.9432227165671065e-05, "loss_mape": 0.0456763431429863}}, "490": {"train": {"loss_reduced": 0.11925822496414185, "pred": 0.09972658008337021, "loss_l2": 0.00040797857218421996, "loss_mape": 0.16936759650707245}, "valid": {"0": {"loss_reduced": 0.13224844634532928, "pred": 0.10195960104465485, "valid_loss_l2": 0.00091741414507851, "valid_loss_mape": 0.22902987897396088}}}, "491": {"train": {"loss_reduced": 0.11793848872184753, "pred": 0.15915259718894958, "loss_l2": 0.00017842851229943335, "loss_mape": 0.11326000839471817}}, "492": {"train": {"loss_reduced": 0.1251274198293686, "pred": 0.12178909778594971, "loss_l2": 0.0005854903720319271, "loss_mape": 0.19337813556194305}}, "493": {"train": {"loss_reduced": 0.1238531768321991, "pred": 0.10881951451301575, "loss_l2": 2.392959459029953e-06, "loss_mape": 0.012489944696426392}}, "494": {"train": {"loss_reduced": 0.1282428354024887, "pred": 0.11183598637580872, "loss_l2": 0.00031866042991168797, "loss_mape": 0.13919734954833984}}, "495": {"train": {"loss_reduced": 0.13242986798286438, "pred": 0.13080033659934998, "loss_l2": 0.00017432418826501817, "loss_mape": 0.0996994748711586}, "valid": {"0": {"loss_reduced": 0.12989597022533417, "pred": 0.11714459955692291, "valid_loss_l2": 0.0001625974546186626, "valid_loss_mape": 0.09816601872444153}}}, "496": {"train": {"loss_reduced": 0.12279953062534332, "pred": 0.17821714282035828, "loss_l2": 2.473473841746454e-06, "loss_mape": 0.01280728168785572}}, "497": {"train": {"loss_reduced": 0.12326350808143616, "pred": 0.13177995383739471, "loss_l2": 0.0028365750331431627, "loss_mape": 0.43207845091819763}}, "498": {"train": {"loss_reduced": 0.12253367900848389, "pred": 0.10512387007474899, "loss_l2": 0.00011241309402976185, "loss_mape": 0.0865272656083107}}, "499": {"train": {"loss_reduced": 0.13172483444213867, "pred": 0.09657090902328491, "loss_l2": 0.0006896550767123699, "loss_mape": 0.19936472177505493}}, "500": {"train": {"loss_reduced": 0.12428051233291626, "pred": 0.09739559888839722, "loss_l2": 0.0008735222509130836, "loss_mape": 0.2378121018409729}, "valid": {"0": {"loss_reduced": 0.12591350078582764, "pred": 0.10470712929964066, "valid_loss_l2": 0.00044971020543016493, "valid_loss_mape": 0.16842015087604523}}}}