FrankCCCCC
commited on
Upload res_CIFAR2_32_lr5e-06_ep50_bs2048_attr_ckpts/md_3/step_50/pred_target.json with huggingface_hub
Browse files
res_CIFAR2_32_lr5e-06_ep50_bs2048_attr_ckpts/md_3/step_50/pred_target.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"1": {"train": {"loss_reduced": 0.07213573902845383, "pred": 0.775341808795929, "loss_l2": 0.5263051986694336, "loss_mape": 10.056997299194336}}, "2": {"train": {"loss_reduced": 0.08397278189659119, "pred": 0.7524265646934509, "loss_l2": 0.4765746295452118, "loss_mape": 8.22104263305664}}, "3": {"train": {"loss_reduced": 0.08626478910446167, "pred": 0.7339038848876953, "loss_l2": 0.4477710425853729, "loss_mape": 7.757011413574219}}, "4": {"train": {"loss_reduced": 0.06209428608417511, "pred": 0.7144547700881958, "loss_l2": 0.45359501242637634, "loss_mape": 10.846322059631348}}, "5": {"train": {"loss_reduced": 0.10643474757671356, "pred": 0.6937536001205444, "loss_l2": 0.3699764311313629, "loss_mape": 5.714833736419678}, "valid": {"0": {"loss_reduced": 0.08348355442285538, "pred": 0.6888922452926636, "valid_loss_l2": 0.36651965975761414, "valid_loss_mape": 7.251831531524658}}}, "6": {"train": {"loss_reduced": 0.08264265954494476, "pred": 0.6705253720283508, "loss_l2": 0.37132930755615234, "loss_mape": 7.373528003692627}}, "7": {"train": {"loss_reduced": 0.0704578384757042, "pred": 0.646869957447052, "loss_l2": 0.3568345010280609, "loss_mape": 8.478208541870117}}, "8": {"train": {"loss_reduced": 0.07516497373580933, "pred": 0.6266849040985107, "loss_l2": 0.3273421823978424, "loss_mape": 7.611766815185547}}, "9": {"train": {"loss_reduced": 0.08513569086790085, "pred": 0.6074764728546143, "loss_l2": 0.29432475566864014, "loss_mape": 6.372381210327148}}, "10": {"train": {"loss_reduced": 0.08425676077604294, "pred": 0.5943137407302856, "loss_l2": 0.28054341673851013, "loss_mape": 6.28630256652832}, "valid": {"0": {"loss_reduced": 0.08310727030038834, "pred": 0.592778205871582, "valid_loss_l2": 0.2597644329071045, "valid_loss_mape": 6.132687568664551}}}, "11": {"train": {"loss_reduced": 0.07364584505558014, "pred": 0.567538321018219, "loss_l2": 0.26415935158729553, "loss_mape": 6.9788641929626465}}, "12": {"train": {"loss_reduced": 0.08660947531461716, "pred": 0.5503987669944763, "loss_l2": 0.23356710374355316, "loss_mape": 5.580080032348633}}, "13": {"train": {"loss_reduced": 0.08317749202251434, "pred": 0.5320059061050415, "loss_l2": 0.2188636213541031, "loss_mape": 5.624461650848389}}, "14": {"train": {"loss_reduced": 0.07257340848445892, "pred": 0.5111734867095947, "loss_l2": 0.20903341472148895, "loss_mape": 6.299851894378662}}, "15": {"train": {"loss_reduced": 0.09627372771501541, "pred": 0.4923644959926605, "loss_l2": 0.17151539027690887, "loss_mape": 4.301735877990723}, "valid": {"0": {"loss_reduced": 0.06806247681379318, "pred": 0.4939033091068268, "valid_loss_l2": 0.18134041130542755, "valid_loss_mape": 6.256616592407227}}}, "16": {"train": {"loss_reduced": 0.09251295030117035, "pred": 0.4801084101200104, "loss_l2": 0.16465534269809723, "loss_mape": 4.38616943359375}}, "17": {"train": {"loss_reduced": 0.0754995197057724, "pred": 0.45693665742874146, "loss_l2": 0.1594133973121643, "loss_mape": 5.288325786590576}}, "18": {"train": {"loss_reduced": 0.07791894674301147, "pred": 0.4387846887111664, "loss_l2": 0.1429881751537323, "loss_mape": 4.852962970733643}}, "19": {"train": {"loss_reduced": 0.07402250915765762, "pred": 0.4254426956176758, "loss_l2": 0.13555113971233368, "loss_mape": 4.973793983459473}}, "20": {"train": {"loss_reduced": 0.06362898647785187, "pred": 0.4067310690879822, "loss_l2": 0.12922357022762299, "loss_mape": 5.649576187133789}, "valid": {"0": {"loss_reduced": 0.08635441958904266, "pred": 0.40374255180358887, "valid_loss_l2": 0.10073521733283997, "valid_loss_mape": 3.675412654876709}}}, "21": {"train": {"loss_reduced": 0.07487594336271286, "pred": 0.39270487427711487, "loss_l2": 0.11168447881937027, "loss_mape": 4.463279724121094}}, "22": {"train": {"loss_reduced": 0.07934032380580902, "pred": 0.3759647309780121, "loss_l2": 0.09765632450580597, "loss_mape": 3.938730001449585}}, "23": {"train": {"loss_reduced": 0.07995465397834778, "pred": 0.36105746030807495, "loss_l2": 0.0879456177353859, "loss_mape": 3.7090556621551514}}, "24": {"train": {"loss_reduced": 0.0755397155880928, "pred": 0.3464915156364441, "loss_l2": 0.08166345208883286, "loss_mape": 3.7830190658569336}}, "25": {"train": {"loss_reduced": 0.09114010632038116, "pred": 0.3257632851600647, "loss_l2": 0.061949316412210464, "loss_mape": 2.7309184074401855}, "valid": {"0": {"loss_reduced": 0.08510388433933258, "pred": 0.33097755908966064, "valid_loss_l2": 0.0604538656771183, "valid_loss_mape": 2.8891005516052246}}}, "26": {"train": {"loss_reduced": 0.08197976648807526, "pred": 0.31735268235206604, "loss_l2": 0.062418047338724136, "loss_mape": 3.0475330352783203}}, "27": {"train": {"loss_reduced": 0.0794546827673912, "pred": 0.3026491105556488, "loss_l2": 0.05618220195174217, "loss_mape": 2.983182907104492}}, "28": {"train": {"loss_reduced": 0.08021315932273865, "pred": 0.28809887170791626, "loss_l2": 0.04894376918673515, "loss_mape": 2.7580559253692627}}, "29": {"train": {"loss_reduced": 0.07932983338832855, "pred": 0.27873048186302185, "loss_l2": 0.04508362337946892, "loss_mape": 2.676534652709961}}, "30": {"train": {"loss_reduced": 0.0728733241558075, "pred": 0.2643001675605774, "loss_l2": 0.041531678289175034, "loss_mape": 2.7965407371520996}, "valid": {"0": {"loss_reduced": 0.07678890973329544, "pred": 0.2658414840698242, "valid_loss_l2": 0.03574087843298912, "valid_loss_mape": 2.46197772026062}}}, "31": {"train": {"loss_reduced": 0.07150717079639435, "pred": 0.2530893087387085, "loss_l2": 0.03765251114964485, "loss_mape": 2.7136096954345703}}, "32": {"train": {"loss_reduced": 0.08838826417922974, "pred": 0.23986299335956573, "loss_l2": 0.026661831885576248, "loss_mape": 1.8473551273345947}}, "33": {"train": {"loss_reduced": 0.0751166120171547, "pred": 0.23157960176467896, "loss_l2": 0.028174199163913727, "loss_mape": 2.234548568725586}}, "34": {"train": {"loss_reduced": 0.07343740016222, "pred": 0.21570822596549988, "loss_l2": 0.02343985065817833, "loss_mape": 2.0847795009613037}}, "35": {"train": {"loss_reduced": 0.08716742694377899, "pred": 0.20757094025611877, "loss_l2": 0.017074527218937874, "loss_mape": 1.4990638494491577}, "valid": {"0": {"loss_reduced": 0.09089658409357071, "pred": 0.20997367799282074, "valid_loss_l2": 0.014179354533553123, "valid_loss_mape": 1.310028314590454}}}, "36": {"train": {"loss_reduced": 0.0733102411031723, "pred": 0.19834263622760773, "loss_l2": 0.018348779529333115, "loss_mape": 1.8477318286895752}}, "37": {"train": {"loss_reduced": 0.07389812171459198, "pred": 0.18761587142944336, "loss_l2": 0.015291459858417511, "loss_mape": 1.6733665466308594}}, "38": {"train": {"loss_reduced": 0.06840591132640839, "pred": 0.17986726760864258, "loss_l2": 0.014640565030276775, "loss_mape": 1.7688267230987549}}, "39": {"train": {"loss_reduced": 0.09483036398887634, "pred": 0.169520765542984, "loss_l2": 0.006982979364693165, "loss_mape": 0.881196916103363}}, "40": {"train": {"loss_reduced": 0.0915021076798439, "pred": 0.1554587334394455, "loss_l2": 0.005196734797209501, "loss_mape": 0.787833034992218}, "valid": {"0": {"loss_reduced": 0.0833081379532814, "pred": 0.1623057723045349, "valid_loss_l2": 0.006240626331418753, "valid_loss_mape": 0.9482583403587341}}}, "41": {"train": {"loss_reduced": 0.06899886578321457, "pred": 0.15278780460357666, "loss_l2": 0.008540330454707146, "loss_mape": 1.3393540382385254}}, "42": {"train": {"loss_reduced": 0.08425946533679962, "pred": 0.14514607191085815, "loss_l2": 0.004754938650876284, "loss_mape": 0.8183776140213013}}, "43": {"train": {"loss_reduced": 0.08917868137359619, "pred": 0.13835829496383667, "loss_l2": 0.003218923695385456, "loss_mape": 0.6362009048461914}}, "44": {"train": {"loss_reduced": 0.07707875221967697, "pred": 0.1292215883731842, "loss_l2": 0.0035081354435533285, "loss_mape": 0.7684285640716553}}, "45": {"train": {"loss_reduced": 0.07252510637044907, "pred": 0.11924497783184052, "loss_l2": 0.0028383268509060144, "loss_mape": 0.7345862984657288}, "valid": {"0": {"loss_reduced": 0.0800638347864151, "pred": 0.12601500749588013, "valid_loss_l2": 0.0021115103736519814, "valid_loss_mape": 0.5739316940307617}}}, "46": {"train": {"loss_reduced": 0.08251772075891495, "pred": 0.11737410724163055, "loss_l2": 0.0017524809809401631, "loss_mape": 0.5073170065879822}}, "47": {"train": {"loss_reduced": 0.06845127791166306, "pred": 0.11023520678281784, "loss_l2": 0.002342567080631852, "loss_mape": 0.7070733308792114}}, "48": {"train": {"loss_reduced": 0.08603880554437637, "pred": 0.10261271893978119, "loss_l2": 0.0005033791530877352, "loss_mape": 0.2607673704624176}}, "49": {"train": {"loss_reduced": 0.08988073468208313, "pred": 0.09851770848035812, "loss_l2": 0.00018985835777129978, "loss_mape": 0.1533021479845047}}, "50": {"train": {"loss_reduced": 0.04709164798259735, "pred": 0.09498859941959381, "loss_l2": 0.0028257411904633045, "loss_mape": 1.1288137435913086}, "valid": {"0": {"loss_reduced": 0.08551467955112457, "pred": 0.09362423419952393, "valid_loss_l2": 6.576487794518471e-05, "valid_loss_mape": 0.09483230859041214}}}, "51": {"train": {"loss_reduced": 0.08354045450687408, "pred": 0.08746211230754852, "loss_l2": 8.905743015930057e-05, "loss_mape": 0.11296352744102478}}, "52": {"train": {"loss_reduced": 0.08725331723690033, "pred": 0.08497920632362366, "loss_l2": 4.075109700352186e-06, "loss_mape": 0.023135969415307045}}, "53": {"train": {"loss_reduced": 0.08419373631477356, "pred": 0.08107302337884903, "loss_l2": 3.307518703365986e-09, "loss_mape": 0.000683079706504941}}, "54": {"train": {"loss_reduced": 0.0635150596499443, "pred": 0.07740865647792816, "loss_l2": 0.00031069567194208503, "loss_mape": 0.27751782536506653}}, "55": {"train": {"loss_reduced": 0.08348056674003601, "pred": 0.07342442125082016, "loss_l2": 6.744710117345676e-05, "loss_mape": 0.09837760776281357}, "valid": {"0": {"loss_reduced": 0.07328677177429199, "pred": 0.07441633939743042, "valid_loss_l2": 1.2759230685333023e-06, "valid_loss_mape": 0.015412980690598488}}}, "56": {"train": {"loss_reduced": 0.07640333473682404, "pred": 0.07945959270000458, "loss_l2": 2.912738409577287e-06, "loss_mape": 0.022337699308991432}}, "57": {"train": {"loss_reduced": 0.08075391501188278, "pred": 0.08449744433164597, "loss_l2": 1.374087446492922e-06, "loss_mape": 0.014515887945890427}}, "58": {"train": {"loss_reduced": 0.07469821721315384, "pred": 0.08256036788225174, "loss_l2": 0.00010799016308737919, "loss_mape": 0.1391175240278244}}, "59": {"train": {"loss_reduced": 0.08017685264348984, "pred": 0.07898742705583572, "loss_l2": 1.135544493990892e-06, "loss_mape": 0.013290859758853912}}, "60": {"train": {"loss_reduced": 0.08181891590356827, "pred": 0.07864446938037872, "loss_l2": 3.1768254302733112e-06, "loss_mape": 0.02178426831960678}, "valid": {"0": {"loss_reduced": 0.08788041770458221, "pred": 0.08118203282356262, "valid_loss_l2": 4.486836041905917e-05, "valid_loss_mape": 0.07622158527374268}}}, "61": {"train": {"loss_reduced": 0.07307885587215424, "pred": 0.07290778309106827, "loss_l2": 2.056761695712339e-05, "loss_mape": 0.062058355659246445}}, "62": {"train": {"loss_reduced": 0.08374142646789551, "pred": 0.07629066705703735, "loss_l2": 8.310433622682467e-05, "loss_mape": 0.1088607907295227}}, "63": {"train": {"loss_reduced": 0.07353287190198898, "pred": 0.07532671093940735, "loss_l2": 6.094019795455097e-07, "loss_mape": 0.010616231709718704}}, "64": {"train": {"loss_reduced": 0.08865515887737274, "pred": 0.08036783337593079, "loss_l2": 0.00012006309407297522, "loss_mape": 0.12359495460987091}}, "65": {"train": {"loss_reduced": 0.07961442321538925, "pred": 0.08150508254766464, "loss_l2": 2.361756088475886e-07, "loss_mape": 0.006104158237576485}, "valid": {"0": {"loss_reduced": 0.07537489384412766, "pred": 0.08234205842018127, "valid_loss_l2": 4.85413838759996e-05, "valid_loss_mape": 0.09243348985910416}}}, "66": {"train": {"loss_reduced": 0.08874766528606415, "pred": 0.08527909964323044, "loss_l2": 7.288536289706826e-05, "loss_mape": 0.09619737416505814}}, "67": {"train": {"loss_reduced": 0.07657003402709961, "pred": 0.08530621230602264, "loss_l2": 8.980400889413431e-05, "loss_mape": 0.12376248836517334}}, "68": {"train": {"loss_reduced": 0.09174808859825134, "pred": 0.08835606276988983, "loss_l2": 1.5298395737772807e-05, "loss_mape": 0.04263104125857353}}, "69": {"train": {"loss_reduced": 0.07128347456455231, "pred": 0.0843130573630333, "loss_l2": 0.00022642652038484812, "loss_mape": 0.211093470454216}}, "70": {"train": {"loss_reduced": 0.06157848984003067, "pred": 0.08354946970939636, "loss_l2": 0.0006356515805236995, "loss_mape": 0.4094308316707611}, "valid": {"0": {"loss_reduced": 0.07081754505634308, "pred": 0.08034821599721909, "valid_loss_l2": 9.083368786377832e-05, "valid_loss_mape": 0.13458064198493958}}}, "71": {"train": {"loss_reduced": 0.08529571443796158, "pred": 0.08911583572626114, "loss_l2": 1.7535822962599923e-06, "loss_mape": 0.0155251519754529}}, "72": {"train": {"loss_reduced": 0.08313368260860443, "pred": 0.08375658094882965, "loss_l2": 4.3979534893878736e-06, "loss_mape": 0.025225995108485222}}, "73": {"train": {"loss_reduced": 0.07256528735160828, "pred": 0.08062894642353058, "loss_l2": 0.00013063882943242788, "loss_mape": 0.1575096696615219}}, "74": {"train": {"loss_reduced": 0.07096409797668457, "pred": 0.0776328444480896, "loss_l2": 0.0001109981894842349, "loss_mape": 0.14846335351467133}}, "75": {"train": {"loss_reduced": 0.08317799866199493, "pred": 0.07596047967672348, "loss_l2": 2.4853688955772668e-05, "loss_mape": 0.05993589013814926}, "valid": {"0": {"loss_reduced": 0.08693292737007141, "pred": 0.07391536235809326, "valid_loss_l2": 0.00016945699462667108, "valid_loss_mape": 0.14974263310432434}}}, "76": {"train": {"loss_reduced": 0.06843577325344086, "pred": 0.07090926170349121, "loss_l2": 4.9205795221496373e-05, "loss_mape": 0.10250025987625122}}, "77": {"train": {"loss_reduced": 0.08487734943628311, "pred": 0.07321406900882721, "loss_l2": 0.000172467392985709, "loss_mape": 0.15472541749477386}}, "78": {"train": {"loss_reduced": 0.08897896856069565, "pred": 0.07662399113178253, "loss_l2": 0.00023314384452532977, "loss_mape": 0.17160288989543915}}, "79": {"train": {"loss_reduced": 0.08863721042871475, "pred": 0.07739433646202087, "loss_l2": 0.0002180514857172966, "loss_mape": 0.16659556329250336}}, "80": {"train": {"loss_reduced": 0.08991795033216476, "pred": 0.08012500405311584, "loss_l2": 0.0001889636041596532, "loss_mape": 0.15287718176841736}, "valid": {"0": {"loss_reduced": 0.04263538867235184, "pred": 0.08305197954177856, "valid_loss_l2": 0.0016335007967427373, "valid_loss_mape": 0.947958767414093}}}, "81": {"train": {"loss_reduced": 0.0921892449259758, "pred": 0.0892224982380867, "loss_l2": 6.688156281597912e-05, "loss_mape": 0.08871007710695267}}, "82": {"train": {"loss_reduced": 0.06853196024894714, "pred": 0.08388881385326385, "loss_l2": 0.00030324753606691957, "loss_mape": 0.2541004717350006}}, "83": {"train": {"loss_reduced": 0.07504651695489883, "pred": 0.08241204172372818, "loss_l2": 0.0001050568898790516, "loss_mape": 0.13657830655574799}}, "84": {"train": {"loss_reduced": 0.08041491359472275, "pred": 0.08091025054454803, "loss_l2": 1.0129495422006585e-05, "loss_mape": 0.03957831487059593}}, "85": {"train": {"loss_reduced": 0.0934123620390892, "pred": 0.08090153336524963, "loss_l2": 0.00013912042777519673, "loss_mape": 0.12626735866069794}, "valid": {"0": {"loss_reduced": 0.07001306861639023, "pred": 0.07913750410079956, "valid_loss_l2": 8.325531962327659e-05, "valid_loss_mape": 0.13032475113868713}}}, "86": {"train": {"loss_reduced": 0.0942353755235672, "pred": 0.08378800749778748, "loss_l2": 0.00023688952205702662, "loss_mape": 0.16332736611366272}}, "87": {"train": {"loss_reduced": 0.05946558713912964, "pred": 0.08393131196498871, "loss_l2": 0.0006843262235634029, "loss_mape": 0.4399120509624481}}, "88": {"train": {"loss_reduced": 0.07969426363706589, "pred": 0.08068737387657166, "loss_l2": 6.070066774555016e-06, "loss_mape": 0.0309150293469429}}, "89": {"train": {"loss_reduced": 0.0855080634355545, "pred": 0.07966183125972748, "loss_l2": 2.6415531465318054e-05, "loss_mape": 0.060106661170721054}}, "90": {"train": {"loss_reduced": 0.07464208453893661, "pred": 0.08001116663217545, "loss_l2": 4.256048850947991e-05, "loss_mape": 0.08740163594484329}, "valid": {"0": {"loss_reduced": 0.07960766553878784, "pred": 0.08108148723840714, "valid_loss_l2": 2.1721502889704425e-06, "valid_loss_mape": 0.018513565883040428}}}, "91": {"train": {"loss_reduced": 0.08118300884962082, "pred": 0.08309778571128845, "loss_l2": 8.735178198548965e-06, "loss_mape": 0.036405812948942184}}, "92": {"train": {"loss_reduced": 0.07536125183105469, "pred": 0.08073479682207108, "loss_l2": 5.9369598602643237e-05, "loss_mape": 0.1022430881857872}}, "93": {"train": {"loss_reduced": 0.07553572207689285, "pred": 0.07957294583320618, "loss_l2": 5.539186531677842e-05, "loss_mape": 0.09853048622608185}}, "94": {"train": {"loss_reduced": 0.07698948681354523, "pred": 0.07624003291130066, "loss_l2": 5.983843038848136e-06, "loss_mape": 0.03177303448319435}}, "95": {"train": {"loss_reduced": 0.0819043293595314, "pred": 0.07466023415327072, "loss_l2": 3.693372127600014e-05, "loss_mape": 0.07420013099908829}, "valid": {"0": {"loss_reduced": 0.09387937933206558, "pred": 0.0759136900305748, "valid_loss_l2": 0.00032276599085889757, "valid_loss_mape": 0.1913699209690094}}}, "96": {"train": {"loss_reduced": 0.08916300535202026, "pred": 0.07815128564834595, "loss_l2": 0.00024423468858003616, "loss_mape": 0.17527459561824799}}, "97": {"train": {"loss_reduced": 0.0859917476773262, "pred": 0.08268428593873978, "loss_l2": 6.175777525641024e-05, "loss_mape": 0.09138797223567963}}, "98": {"train": {"loss_reduced": 0.07131102681159973, "pred": 0.08603782951831818, "loss_l2": 0.0002027635055128485, "loss_mape": 0.19968166947364807}}, "99": {"train": {"loss_reduced": 0.07571499049663544, "pred": 0.08308045566082001, "loss_l2": 6.368236790876836e-05, "loss_mape": 0.10539687424898148}}, "100": {"train": {"loss_reduced": 0.05192237347364426, "pred": 0.08075010776519775, "loss_l2": 0.0009785947622731328, "loss_mape": 0.6024859547615051}, "valid": {"0": {"loss_reduced": 0.09125284850597382, "pred": 0.0817793682217598, "valid_loss_l2": 8.974682714324445e-05, "valid_loss_mape": 0.1038157194852829}}}, "101": {"train": {"loss_reduced": 0.07695266604423523, "pred": 0.07536943256855011, "loss_l2": 9.581798622093629e-06, "loss_mape": 0.040225349366664886}}, "102": {"train": {"loss_reduced": 0.07964688539505005, "pred": 0.07680485397577286, "loss_l2": 1.1285684422546183e-06, "loss_mape": 0.013338136486709118}}, "103": {"train": {"loss_reduced": 0.07062309980392456, "pred": 0.07166025042533875, "loss_l2": 1.6550458894926123e-05, "loss_mape": 0.05760474503040314}}, "104": {"train": {"loss_reduced": 0.07798634469509125, "pred": 0.07110220193862915, "loss_l2": 5.610246807918884e-05, "loss_mape": 0.09604448080062866}}, "105": {"train": {"loss_reduced": 0.0890359878540039, "pred": 0.07592969387769699, "loss_l2": 0.0002405400009592995, "loss_mape": 0.17419195175170898}, "valid": {"0": {"loss_reduced": 0.09602325409650803, "pred": 0.07349348068237305, "valid_loss_l2": 0.0005075907101854682, "valid_loss_mape": 0.23462830483913422}}}, "106": {"train": {"loss_reduced": 0.0863042101264, "pred": 0.08021022379398346, "loss_l2": 0.00011623858154052868, "loss_mape": 0.1249232217669487}}, "107": {"train": {"loss_reduced": 0.077386774122715, "pred": 0.08235791325569153, "loss_l2": 8.298603461298626e-06, "loss_mape": 0.037225089967250824}}, "108": {"train": {"loss_reduced": 0.09320040047168732, "pred": 0.08319775015115738, "loss_l2": 0.00018115583225153387, "loss_mape": 0.14441369473934174}}, "109": {"train": {"loss_reduced": 0.06924312561750412, "pred": 0.08394286781549454, "loss_l2": 0.00020942973787896335, "loss_mape": 0.2089981883764267}}, "110": {"train": {"loss_reduced": 0.07648088783025742, "pred": 0.08360174298286438, "loss_l2": 6.187587132444605e-05, "loss_mape": 0.10285081714391708}, "valid": {"0": {"loss_reduced": 0.06331237405538559, "pred": 0.0847749263048172, "valid_loss_l2": 0.0004606411384884268, "valid_loss_mape": 0.3389945924282074}}}, "111": {"train": {"loss_reduced": 0.07049684971570969, "pred": 0.07839159667491913, "loss_l2": 0.00016203266568481922, "loss_mape": 0.18056416511535645}}, "112": {"train": {"loss_reduced": 0.07667875289916992, "pred": 0.07533585280179977, "loss_l2": 5.252989467408042e-06, "loss_mape": 0.029890159144997597}}, "113": {"train": {"loss_reduced": 0.08884455263614655, "pred": 0.07623368501663208, "loss_l2": 0.0001575459900777787, "loss_mape": 0.1412774622440338}}, "114": {"train": {"loss_reduced": 0.08413928002119064, "pred": 0.0785330981016159, "loss_l2": 4.1460341890342534e-05, "loss_mape": 0.07652752101421356}}, "115": {"train": {"loss_reduced": 0.06437593698501587, "pred": 0.07502226531505585, "loss_l2": 0.00012867857003584504, "loss_mape": 0.17620959877967834}, "valid": {"0": {"loss_reduced": 0.08532999455928802, "pred": 0.07426455616950989, "valid_loss_l2": 0.00012244393292348832, "valid_loss_mape": 0.1296781748533249}}}, "116": {"train": {"loss_reduced": 0.07231394201517105, "pred": 0.07059410959482193, "loss_l2": 7.229219590954017e-06, "loss_mape": 0.037181224673986435}}, "117": {"train": {"loss_reduced": 0.09584714472293854, "pred": 0.07332731783390045, "loss_l2": 0.0006474115652963519, "loss_mape": 0.2654673159122467}}, "118": {"train": {"loss_reduced": 0.08249032497406006, "pred": 0.0778299868106842, "loss_l2": 6.0263217164902017e-05, "loss_mape": 0.0941072627902031}}, "119": {"train": {"loss_reduced": 0.08501724153757095, "pred": 0.08139404654502869, "loss_l2": 4.784354678122327e-05, "loss_mape": 0.08135882765054703}}, "120": {"train": {"loss_reduced": 0.05955283343791962, "pred": 0.08140243589878082, "loss_l2": 0.00046241175732575357, "loss_mape": 0.3610871136188507}, "valid": {"0": {"loss_reduced": 0.057464271783828735, "pred": 0.08207011222839355, "valid_loss_l2": 0.0006054473924450576, "valid_loss_mape": 0.42819371819496155}}}, "121": {"train": {"loss_reduced": 0.09188761562108994, "pred": 0.08475220948457718, "loss_l2": 0.00014448576257564127, "loss_mape": 0.13081438839435577}}, "122": {"train": {"loss_reduced": 0.07141249626874924, "pred": 0.08680996298789978, "loss_l2": 0.00027844199212267995, "loss_mape": 0.23366472125053406}}, "123": {"train": {"loss_reduced": 0.0798337385058403, "pred": 0.0833120346069336, "loss_l2": 2.667063927219715e-05, "loss_mape": 0.06468897312879562}}, "124": {"train": {"loss_reduced": 0.0761682540178299, "pred": 0.08188317716121674, "loss_l2": 6.370413029799238e-05, "loss_mape": 0.10478757321834564}}, "125": {"train": {"loss_reduced": 0.07423286885023117, "pred": 0.07630360126495361, "loss_l2": 1.8538008589530364e-05, "loss_mape": 0.05800097435712814}, "valid": {"0": {"loss_reduced": 0.07912147045135498, "pred": 0.07655669003725052, "valid_loss_l2": 6.578098691534251e-06, "valid_loss_mape": 0.032415732741355896}}}, "126": {"train": {"loss_reduced": 0.0861670970916748, "pred": 0.08362367004156113, "loss_l2": 5.3533571190200746e-05, "loss_mape": 0.0849125012755394}}, "127": {"train": {"loss_reduced": 0.0740644782781601, "pred": 0.08140457421541214, "loss_l2": 6.321257387753576e-05, "loss_mape": 0.10734745860099792}}, "128": {"train": {"loss_reduced": 0.09577751904726028, "pred": 0.08669929206371307, "loss_l2": 0.00012358844105619937, "loss_mape": 0.1160714328289032}}, "129": {"train": {"loss_reduced": 0.07917031645774841, "pred": 0.08420596271753311, "loss_l2": 1.8128528608940542e-05, "loss_mape": 0.053779762238264084}}, "130": {"train": {"loss_reduced": 0.0624869242310524, "pred": 0.08350919187068939, "loss_l2": 0.0005238617886789143, "loss_mape": 0.3662850558757782}, "valid": {"0": {"loss_reduced": 0.05609552562236786, "pred": 0.08475553244352341, "valid_loss_l2": 0.0008213960099965334, "valid_loss_mape": 0.5109143257141113}}}, "131": {"train": {"loss_reduced": 0.0775505006313324, "pred": 0.07992719113826752, "loss_l2": 5.189423245610669e-05, "loss_mape": 0.09289127588272095}}, "132": {"train": {"loss_reduced": 0.0888214185833931, "pred": 0.08007048070430756, "loss_l2": 9.171020064968616e-05, "loss_mape": 0.10781796276569366}}, "133": {"train": {"loss_reduced": 0.07694604992866516, "pred": 0.07899448275566101, "loss_l2": 3.738711029654951e-06, "loss_mape": 0.025128966197371483}}, "134": {"train": {"loss_reduced": 0.07823286205530167, "pred": 0.07902193069458008, "loss_l2": 7.852348744563642e-07, "loss_mape": 0.011326887644827366}}, "135": {"train": {"loss_reduced": 0.06129831075668335, "pred": 0.07863762974739075, "loss_l2": 0.0003823931619990617, "loss_mape": 0.3190116584300995}, "valid": {"0": {"loss_reduced": 0.08496713638305664, "pred": 0.07778079807758331, "valid_loss_l2": 5.1643459300976247e-05, "valid_loss_mape": 0.08457785844802856}}}, "136": {"train": {"loss_reduced": 0.07336914539337158, "pred": 0.07214820384979248, "loss_l2": 1.0304200259270146e-05, "loss_mape": 0.04375157505273819}}, "137": {"train": {"loss_reduced": 0.07344229519367218, "pred": 0.07067418098449707, "loss_l2": 1.2110410807508742e-06, "loss_mape": 0.014984187670052052}}, "138": {"train": {"loss_reduced": 0.07430770993232727, "pred": 0.07268266379833221, "loss_l2": 2.496352635716903e-06, "loss_mape": 0.02126273326575756}}, "139": {"train": {"loss_reduced": 0.0925452783703804, "pred": 0.07469754666090012, "loss_l2": 0.0004139251832384616, "loss_mape": 0.21983997523784637}}, "140": {"train": {"loss_reduced": 0.09014616906642914, "pred": 0.07887101918458939, "loss_l2": 0.00021062935411464423, "loss_mape": 0.16099491715431213}, "valid": {"0": {"loss_reduced": 0.07780954241752625, "pred": 0.07527335733175278, "valid_loss_l2": 6.4322348407586105e-06, "valid_loss_mape": 0.03259478136897087}}}, "141": {"train": {"loss_reduced": 0.07929874211549759, "pred": 0.0832454264163971, "loss_l2": 5.232094508755836e-07, "loss_mape": 0.009121609851717949}}, "142": {"train": {"loss_reduced": 0.07528792321681976, "pred": 0.07913330942392349, "loss_l2": 4.947605702909641e-05, "loss_mape": 0.09342695772647858}}, "143": {"train": {"loss_reduced": 0.07760962843894958, "pred": 0.07531359791755676, "loss_l2": 7.054386408356095e-09, "loss_mape": 0.0010822161566466093}}, "144": {"train": {"loss_reduced": 0.07938967645168304, "pred": 0.07543089240789413, "loss_l2": 1.0677022146410309e-05, "loss_mape": 0.04115864261984825}}, "145": {"train": {"loss_reduced": 0.09920092672109604, "pred": 0.07611462473869324, "loss_l2": 0.0006356433150358498, "loss_mape": 0.25415050983428955}, "valid": {"0": {"loss_reduced": 0.07475003600120544, "pred": 0.07535916566848755, "valid_loss_l2": 3.710389648858836e-07, "valid_loss_mape": 0.008148888126015663}}}, "146": {"train": {"loss_reduced": 0.07508447766304016, "pred": 0.07283808290958405, "loss_l2": 4.9386153477826156e-06, "loss_mape": 0.029597323387861252}}, "147": {"train": {"loss_reduced": 0.08243738114833832, "pred": 0.07597772777080536, "loss_l2": 7.912862201919779e-05, "loss_mape": 0.10790526121854782}}, "148": {"train": {"loss_reduced": 0.07304226607084274, "pred": 0.07643197476863861, "loss_l2": 5.275725470710313e-06, "loss_mape": 0.03144610673189163}}, "149": {"train": {"loss_reduced": 0.09143603593111038, "pred": 0.07839694619178772, "loss_l2": 0.0002493601059541106, "loss_mape": 0.17270149290561676}}, "150": {"train": {"loss_reduced": 0.07720541954040527, "pred": 0.08096019923686981, "loss_l2": 2.736551095949835e-06, "loss_mape": 0.02142663672566414}, "valid": {"0": {"loss_reduced": 0.07119391858577728, "pred": 0.08318541944026947, "valid_loss_l2": 0.00014379608910530806, "valid_loss_mape": 0.16843433678150177}}}, "151": {"train": {"loss_reduced": 0.06539574265480042, "pred": 0.075929656624794, "loss_l2": 0.00022907830134499818, "loss_mape": 0.2314421683549881}}, "152": {"train": {"loss_reduced": 0.09715329855680466, "pred": 0.07752325385808945, "loss_l2": 0.0004200030816718936, "loss_mape": 0.2109447419643402}}, "153": {"train": {"loss_reduced": 0.08480731397867203, "pred": 0.0787142962217331, "loss_l2": 5.696731022908352e-05, "loss_mape": 0.08899785578250885}}, "154": {"train": {"loss_reduced": 0.07506024092435837, "pred": 0.0819234699010849, "loss_l2": 4.048450864502229e-05, "loss_mape": 0.08476849645376205}}, "155": {"train": {"loss_reduced": 0.06246163696050644, "pred": 0.07909651100635529, "loss_l2": 0.00031310151098296046, "loss_mape": 0.2832886874675751}, "valid": {"0": {"loss_reduced": 0.08225426077842712, "pred": 0.07648098468780518, "valid_loss_l2": 3.333071799715981e-05, "valid_loss_mape": 0.07018817216157913}}}, "156": {"train": {"loss_reduced": 0.0783667042851448, "pred": 0.07435043901205063, "loss_l2": 1.2246763958501106e-07, "loss_mape": 0.004465592559427023}}, "157": {"train": {"loss_reduced": 0.08533485233783722, "pred": 0.0758604109287262, "loss_l2": 0.0001602540141902864, "loss_mape": 0.14834673702716827}}, "158": {"train": {"loss_reduced": 0.07679077237844467, "pred": 0.08078498393297195, "loss_l2": 3.82334610549151e-06, "loss_mape": 0.02546318806707859}}, "159": {"train": {"loss_reduced": 0.07352200150489807, "pred": 0.07991669327020645, "loss_l2": 3.793933865381405e-05, "loss_mape": 0.0837775319814682}}, "160": {"train": {"loss_reduced": 0.07737885415554047, "pred": 0.07910169661045074, "loss_l2": 3.4820038763427874e-06, "loss_mape": 0.02411528117954731}, "valid": {"0": {"loss_reduced": 0.08740893751382828, "pred": 0.08025511354207993, "valid_loss_l2": 5.117719774716534e-05, "valid_loss_mape": 0.08184316009283066}}}, "161": {"train": {"loss_reduced": 0.06769288331270218, "pred": 0.0739123523235321, "loss_l2": 0.00011441018432378769, "loss_mape": 0.15801173448562622}}, "162": {"train": {"loss_reduced": 0.08434517681598663, "pred": 0.07460140436887741, "loss_l2": 9.467660129303113e-05, "loss_mape": 0.11536154896020889}}, "163": {"train": {"loss_reduced": 0.0896453931927681, "pred": 0.07807813584804535, "loss_l2": 0.00018149673996958882, "loss_mape": 0.15028181672096252}}, "164": {"train": {"loss_reduced": 0.07839439064264297, "pred": 0.07918424904346466, "loss_l2": 8.020006703191029e-07, "loss_mape": 0.011423584073781967}}, "165": {"train": {"loss_reduced": 0.06757241487503052, "pred": 0.0786280557513237, "loss_l2": 0.00012323104601819068, "loss_mape": 0.16428224742412567}, "valid": {"0": {"loss_reduced": 0.08291441202163696, "pred": 0.0784100741147995, "valid_loss_l2": 2.0289060557843186e-05, "valid_loss_mape": 0.054325152188539505}}}, "166": {"train": {"loss_reduced": 0.09661807864904404, "pred": 0.08224965631961823, "loss_l2": 0.00036137131974101067, "loss_mape": 0.1967516839504242}}, "167": {"train": {"loss_reduced": 0.07954529672861099, "pred": 0.0857180505990982, "loss_l2": 1.4412756172532681e-05, "loss_mape": 0.04772643744945526}}, "168": {"train": {"loss_reduced": 0.08525074273347855, "pred": 0.08693522214889526, "loss_l2": 5.974661121399549e-08, "loss_mape": 0.0028672032058238983}}, "169": {"train": {"loss_reduced": 0.07021837681531906, "pred": 0.08781839907169342, "loss_l2": 0.0003486275963950902, "loss_mape": 0.2659071981906891}}, "170": {"train": {"loss_reduced": 0.05546610802412033, "pred": 0.08399801701307297, "loss_l2": 0.0009704871918074787, "loss_mape": 0.561651885509491}, "valid": {"0": {"loss_reduced": 0.06903241574764252, "pred": 0.08537700772285461, "valid_loss_l2": 0.00026714568957686424, "valid_loss_mape": 0.23676691949367523}}}, "171": {"train": {"loss_reduced": 0.08751694858074188, "pred": 0.08720791339874268, "loss_l2": 2.6974317734129727e-05, "loss_mape": 0.059344854205846786}}, "172": {"train": {"loss_reduced": 0.07954706251621246, "pred": 0.0875132605433464, "loss_l2": 9.714515181258321e-05, "loss_mape": 0.12390431016683578}}, "173": {"train": {"loss_reduced": 0.07041841745376587, "pred": 0.08349114656448364, "loss_l2": 0.0002698231546673924, "loss_mape": 0.23326702415943146}}, "174": {"train": {"loss_reduced": 0.07553403079509735, "pred": 0.0803789347410202, "loss_l2": 6.92947578500025e-05, "loss_mape": 0.11020658165216446}}, "175": {"train": {"loss_reduced": 0.06756941974163055, "pred": 0.07733304798603058, "loss_l2": 0.00018115784041583538, "loss_mape": 0.19919496774673462}, "valid": {"0": {"loss_reduced": 0.09737850725650787, "pred": 0.07942058145999908, "valid_loss_l2": 0.0003224870888516307, "valid_loss_mape": 0.18441364169120789}}}, "176": {"train": {"loss_reduced": 0.09133894741535187, "pred": 0.08099326491355896, "loss_l2": 0.0002221005706815049, "loss_mape": 0.16316193342208862}}, "177": {"train": {"loss_reduced": 0.07335136085748672, "pred": 0.08081978559494019, "loss_l2": 3.5807908716378734e-05, "loss_mape": 0.0815795511007309}}, "178": {"train": {"loss_reduced": 0.07999493181705475, "pred": 0.08370412886142731, "loss_l2": 1.0092348020407371e-05, "loss_mape": 0.03971308469772339}}, "179": {"train": {"loss_reduced": 0.07947759330272675, "pred": 0.08298550546169281, "loss_l2": 1.392934973409865e-05, "loss_mape": 0.046959202736616135}}, "180": {"train": {"loss_reduced": 0.0667409598827362, "pred": 0.08398115634918213, "loss_l2": 0.00037721850094385445, "loss_mape": 0.291007399559021}, "valid": {"0": {"loss_reduced": 0.07522016018629074, "pred": 0.0821976363658905, "valid_loss_l2": 4.86851749883499e-05, "valid_loss_mape": 0.09276071935892105}}}, "181": {"train": {"loss_reduced": 0.07417042553424835, "pred": 0.07789652794599533, "loss_l2": 6.889109499752522e-05, "loss_mape": 0.11190532892942429}}, "182": {"train": {"loss_reduced": 0.07729964703321457, "pred": 0.07370872795581818, "loss_l2": 1.411226094205631e-06, "loss_mape": 0.015368121676146984}}, "183": {"train": {"loss_reduced": 0.08399364352226257, "pred": 0.07472270727157593, "loss_l2": 0.000102001111372374, "loss_mape": 0.12024195492267609}}, "184": {"train": {"loss_reduced": 0.08406317979097366, "pred": 0.07649661600589752, "loss_l2": 9.162502828985453e-05, "loss_mape": 0.1138678789138794}}, "185": {"train": {"loss_reduced": 0.07606589049100876, "pred": 0.07846672087907791, "loss_l2": 6.685134508188639e-07, "loss_mape": 0.010748927481472492}, "valid": {"0": {"loss_reduced": 0.07718000560998917, "pred": 0.07749070972204208, "valid_loss_l2": 9.653704324819046e-08, "valid_loss_mape": 0.004025707487016916}}}, "186": {"train": {"loss_reduced": 0.08340029418468475, "pred": 0.08324576914310455, "loss_l2": 2.2648779122391716e-05, "loss_mape": 0.057063028216362}}, "187": {"train": {"loss_reduced": 0.08227451145648956, "pred": 0.08545975387096405, "loss_l2": 1.2771351975970902e-08, "loss_mape": 0.0013735773973166943}}, "188": {"train": {"loss_reduced": 0.0708441212773323, "pred": 0.084744393825531, "loss_l2": 0.0002644490741658956, "loss_mape": 0.22954466938972473}}, "189": {"train": {"loss_reduced": 0.07538206875324249, "pred": 0.08034554868936539, "loss_l2": 6.0011076129740104e-05, "loss_mape": 0.10276557505130768}}, "190": {"train": {"loss_reduced": 0.06828320026397705, "pred": 0.07622918486595154, "loss_l2": 0.00012347481970209628, "loss_mape": 0.16273288428783417}, "valid": {"0": {"loss_reduced": 0.09908618032932281, "pred": 0.07927670329809189, "valid_loss_l2": 0.000392415386158973, "valid_loss_mape": 0.19992169737815857}}}, "191": {"train": {"loss_reduced": 0.07707267254590988, "pred": 0.07393904030323029, "loss_l2": 1.4629021052314783e-06, "loss_mape": 0.015693044289946556}}, "192": {"train": {"loss_reduced": 0.07534712553024292, "pred": 0.07449415326118469, "loss_l2": 2.4100475002342137e-06, "loss_mape": 0.020603742450475693}}, "193": {"train": {"loss_reduced": 0.0743480995297432, "pred": 0.0749632865190506, "loss_l2": 7.815418001655416e-08, "loss_mape": 0.0037601590156555176}}, "194": {"train": {"loss_reduced": 0.08975019305944443, "pred": 0.0772923082113266, "loss_l2": 0.00022708330652676523, "loss_mape": 0.16790251433849335}}, "195": {"train": {"loss_reduced": 0.07175164669752121, "pred": 0.07852697372436523, "loss_l2": 3.139854015898891e-05, "loss_mape": 0.07809493690729141}, "valid": {"0": {"loss_reduced": 0.08682789653539658, "pred": 0.07927466928958893, "valid_loss_l2": 5.7051242038141936e-05, "valid_loss_mape": 0.08699078857898712}}}, "196": {"train": {"loss_reduced": 0.06927086412906647, "pred": 0.07512299716472626, "loss_l2": 0.00010502131044631824, "loss_mape": 0.14794084429740906}}, "197": {"train": {"loss_reduced": 0.07356821000576019, "pred": 0.07030653953552246, "loss_l2": 4.964211370861449e-07, "loss_mape": 0.009577120654284954}}, "198": {"train": {"loss_reduced": 0.0777658149600029, "pred": 0.07222317159175873, "loss_l2": 2.346111068618484e-05, "loss_mape": 0.062285300344228745}}, "199": {"train": {"loss_reduced": 0.0933670848608017, "pred": 0.07307858765125275, "loss_l2": 0.0004894927842542529, "loss_mape": 0.23696234822273254}}, "200": {"train": {"loss_reduced": 0.07663596421480179, "pred": 0.07531918585300446, "loss_l2": 1.0076448234030977e-05, "loss_mape": 0.04142105206847191}, "valid": {"0": {"loss_reduced": 0.0880957618355751, "pred": 0.07539933919906616, "valid_loss_l2": 0.0001611991465324536, "valid_loss_mape": 0.1441206932067871}}}, "201": {"train": {"loss_reduced": 0.0804487094283104, "pred": 0.08012259006500244, "loss_l2": 2.2524067389895208e-05, "loss_mape": 0.05899352207779884}}, "202": {"train": {"loss_reduced": 0.07750602066516876, "pred": 0.08082310855388641, "loss_l2": 3.2907323657127563e-06, "loss_mape": 0.02340511791408062}}, "203": {"train": {"loss_reduced": 0.06917890906333923, "pred": 0.07892373204231262, "loss_l2": 0.00014352978905662894, "loss_mape": 0.17317983508110046}}, "204": {"train": {"loss_reduced": 0.07410390675067902, "pred": 0.07476431876420975, "loss_l2": 8.299505680042785e-06, "loss_mape": 0.038876306265592575}}, "205": {"train": {"loss_reduced": 0.09631999582052231, "pred": 0.07596821337938309, "loss_l2": 0.0004540758382063359, "loss_mape": 0.22123189270496368}, "valid": {"0": {"loss_reduced": 0.09827128052711487, "pred": 0.07905200868844986, "valid_loss_l2": 0.0003693804028443992, "valid_loss_mape": 0.19557364284992218}}}, "206": {"train": {"loss_reduced": 0.06614458560943604, "pred": 0.07449053227901459, "loss_l2": 0.00016080870409496129, "loss_mape": 0.19171693921089172}}, "207": {"train": {"loss_reduced": 0.08893851190805435, "pred": 0.07296153157949448, "loss_l2": 0.00027798415976576507, "loss_mape": 0.18746498227119446}}, "208": {"train": {"loss_reduced": 0.08831585198640823, "pred": 0.07624831795692444, "loss_l2": 0.0001966852432815358, "loss_mape": 0.15879879891872406}}, "209": {"train": {"loss_reduced": 0.07323666661977768, "pred": 0.07508862018585205, "loss_l2": 9.513010468253924e-08, "loss_mape": 0.00421143788844347}}, "210": {"train": {"loss_reduced": 0.07580381631851196, "pred": 0.07699964940547943, "loss_l2": 2.2291143153552184e-08, "loss_mape": 0.001969586592167616}, "valid": {"0": {"loss_reduced": 0.08331304043531418, "pred": 0.0808236226439476, "valid_loss_l2": 6.197200946189696e-06, "valid_loss_mape": 0.029880288988351822}}}, "211": {"train": {"loss_reduced": 0.08407407999038696, "pred": 0.08360147476196289, "loss_l2": 2.511437560315244e-05, "loss_mape": 0.05960724502801895}}, "212": {"train": {"loss_reduced": 0.08101529628038406, "pred": 0.08430750668048859, "loss_l2": 9.891705303743947e-07, "loss_mape": 0.012276330962777138}}, "213": {"train": {"loss_reduced": 0.07437068223953247, "pred": 0.08398877084255219, "loss_l2": 0.0001377618027618155, "loss_mape": 0.1578202247619629}}, "214": {"train": {"loss_reduced": 0.08202468603849411, "pred": 0.08093589544296265, "loss_l2": 5.031737941862957e-07, "loss_mape": 0.008647974580526352}}, "215": {"train": {"loss_reduced": 0.08139418065547943, "pred": 0.07983499020338058, "loss_l2": 8.40647729205557e-09, "loss_mape": 0.0011264545610174537}, "valid": {"0": {"loss_reduced": 0.06886498630046844, "pred": 0.0803590714931488, "valid_loss_l2": 0.00013211400073487312, "valid_loss_mape": 0.16690753400325775}}}, "216": {"train": {"loss_reduced": 0.08066869527101517, "pred": 0.07707196474075317, "loss_l2": 5.913101972510049e-07, "loss_mape": 0.00953240878880024}}, "217": {"train": {"loss_reduced": 0.08838476985692978, "pred": 0.07879891991615295, "loss_l2": 0.00015931748203001916, "loss_mape": 0.14280857145786285}}, "218": {"train": {"loss_reduced": 0.07953569293022156, "pred": 0.08005101978778839, "loss_l2": 5.573052476393059e-06, "loss_mape": 0.029681408777832985}}, "219": {"train": {"loss_reduced": 0.07103916257619858, "pred": 0.08106273412704468, "loss_l2": 9.692570893093944e-05, "loss_mape": 0.13858672976493835}}, "220": {"train": {"loss_reduced": 0.06688767671585083, "pred": 0.08166597783565521, "loss_l2": 0.0002725824015215039, "loss_mape": 0.24683275818824768}, "valid": {"0": {"loss_reduced": 0.08438828587532043, "pred": 0.08072592318058014, "valid_loss_l2": 1.3412900443654507e-05, "valid_loss_mape": 0.04339894652366638}}}, "221": {"train": {"loss_reduced": 0.07929651439189911, "pred": 0.07553506642580032, "loss_l2": 4.4079140337771605e-09, "loss_mape": 0.0008372640586458147}}, "222": {"train": {"loss_reduced": 0.08153572678565979, "pred": 0.07843191176652908, "loss_l2": 3.9519731217296794e-05, "loss_mape": 0.07710082828998566}}, "223": {"train": {"loss_reduced": 0.06615155935287476, "pred": 0.07909724116325378, "loss_l2": 0.00021439384727273136, "loss_mape": 0.22134314477443695}}, "224": {"train": {"loss_reduced": 0.08974428474903107, "pred": 0.07840800285339355, "loss_l2": 0.00013837323058396578, "loss_mape": 0.13107481598854065}}, "225": {"train": {"loss_reduced": 0.07623398303985596, "pred": 0.08192512392997742, "loss_l2": 3.77736687369179e-05, "loss_mape": 0.08062058687210083}, "valid": {"0": {"loss_reduced": 0.08277616649866104, "pred": 0.07708604633808136, "valid_loss_l2": 3.237746568629518e-05, "valid_loss_mape": 0.06874104589223862}}}, "226": {"train": {"loss_reduced": 0.07359879463911057, "pred": 0.07206501066684723, "loss_l2": 6.972283244977007e-06, "loss_mape": 0.035877056419849396}}, "227": {"train": {"loss_reduced": 0.07370800524950027, "pred": 0.0709412693977356, "loss_l2": 3.193427460246312e-07, "loss_mape": 0.007666795048862696}}, "228": {"train": {"loss_reduced": 0.07829373329877853, "pred": 0.0741945281624794, "loss_l2": 2.7568205041461624e-05, "loss_mape": 0.06706211715936661}}, "229": {"train": {"loss_reduced": 0.08974604308605194, "pred": 0.07304035127162933, "loss_l2": 0.0003708117292262614, "loss_mape": 0.21456626057624817}}, "230": {"train": {"loss_reduced": 0.08350809663534164, "pred": 0.0775177925825119, "loss_l2": 8.102729043457657e-05, "loss_mape": 0.10779213160276413}, "valid": {"0": {"loss_reduced": 0.07972797006368637, "pred": 0.07569730281829834, "valid_loss_l2": 1.6246278391918167e-05, "valid_loss_mape": 0.05055524781346321}}}, "231": {"train": {"loss_reduced": 0.08988405764102936, "pred": 0.08130112290382385, "loss_l2": 0.00016909833357203752, "loss_mape": 0.14467284083366394}}, "232": {"train": {"loss_reduced": 0.07989722490310669, "pred": 0.0848742350935936, "loss_l2": 7.690282473049592e-06, "loss_mape": 0.034708790481090546}}, "233": {"train": {"loss_reduced": 0.07566355913877487, "pred": 0.08273569494485855, "loss_l2": 4.975462070433423e-05, "loss_mape": 0.09322447329759598}}, "234": {"train": {"loss_reduced": 0.06795627623796463, "pred": 0.0817098543047905, "loss_l2": 0.0002462088013999164, "loss_mape": 0.23089908063411713}}, "235": {"train": {"loss_reduced": 0.08312132954597473, "pred": 0.08078668266534805, "loss_l2": 7.144534492908861e-07, "loss_mape": 0.010168911889195442}, "valid": {"0": {"loss_reduced": 0.08402487635612488, "pred": 0.07894539833068848, "valid_loss_l2": 2.5801096853683703e-05, "valid_loss_mape": 0.06045207381248474}}}, "236": {"train": {"loss_reduced": 0.08156906068325043, "pred": 0.08462294936180115, "loss_l2": 2.1998439478920773e-06, "loss_mape": 0.018183207139372826}}, "237": {"train": {"loss_reduced": 0.07096443325281143, "pred": 0.08209090679883957, "loss_l2": 0.00020271151151973754, "loss_mape": 0.20063120126724243}}, "238": {"train": {"loss_reduced": 0.0982784703373909, "pred": 0.08128564804792404, "loss_l2": 0.00031383862369693816, "loss_mape": 0.180258110165596}}, "239": {"train": {"loss_reduced": 0.06322374939918518, "pred": 0.08257672190666199, "loss_l2": 0.0004299641295801848, "loss_mape": 0.32797130942344666}}, "240": {"train": {"loss_reduced": 0.0921601876616478, "pred": 0.08097560703754425, "loss_l2": 0.00012037449778290465, "loss_mape": 0.11904849112033844}, "valid": {"0": {"loss_reduced": 0.0754217877984047, "pred": 0.07929198443889618, "valid_loss_l2": 1.4978421859268565e-05, "valid_loss_mape": 0.05131404101848602}}}, "241": {"train": {"loss_reduced": 0.07701220363378525, "pred": 0.07874930649995804, "loss_l2": 3.830496279988438e-05, "loss_mape": 0.08036518841981888}}, "242": {"train": {"loss_reduced": 0.07534533739089966, "pred": 0.07266197353601456, "loss_l2": 2.146465760688443e-08, "loss_mape": 0.0019444895442575216}}, "243": {"train": {"loss_reduced": 0.07827186584472656, "pred": 0.07276903092861176, "loss_l2": 3.0263974622357637e-05, "loss_mape": 0.07028413563966751}}, "244": {"train": {"loss_reduced": 0.08106778562068939, "pred": 0.07544279098510742, "loss_l2": 5.107129254611209e-05, "loss_mape": 0.08815360814332962}}, "245": {"train": {"loss_reduced": 0.09703609347343445, "pred": 0.0753798708319664, "loss_l2": 0.0005881030228920281, "loss_mape": 0.24991561472415924}, "valid": {"0": {"loss_reduced": 0.07627137005329132, "pred": 0.07763676345348358, "valid_loss_l2": 1.8642991790329688e-06, "valid_loss_mape": 0.01790178194642067}}}, "246": {"train": {"loss_reduced": 0.07811713963747025, "pred": 0.08168309181928635, "loss_l2": 1.3673155940807646e-09, "loss_mape": 0.00047335619456134737}}, "247": {"train": {"loss_reduced": 0.08790741115808487, "pred": 0.08408720791339874, "loss_l2": 5.1763247029157355e-05, "loss_mape": 0.08184370398521423}}, "248": {"train": {"loss_reduced": 0.06795545667409897, "pred": 0.08269588649272919, "loss_l2": 0.0002697568270377815, "loss_mape": 0.24169178307056427}}, "249": {"train": {"loss_reduced": 0.07795228809118271, "pred": 0.07999931275844574, "loss_l2": 1.5055568837851752e-05, "loss_mape": 0.04977596923708916}}, "250": {"train": {"loss_reduced": 0.06278479844331741, "pred": 0.07902724295854568, "loss_l2": 0.00036248398828320205, "loss_mape": 0.30324238538742065}, "valid": {"0": {"loss_reduced": 0.1034649908542633, "pred": 0.08015158027410507, "valid_loss_l2": 0.0005435151397250593, "valid_loss_mape": 0.2253265678882599}}}}
|