Upload res_CIFAR2_32_lr5e-05_ep50_bs2048_attr_ckpts/md_3/step_75/pred_target.json with huggingface_hub
Browse files
res_CIFAR2_32_lr5e-05_ep50_bs2048_attr_ckpts/md_3/step_75/pred_target.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"1": {"train": {"loss_reduced": -0.013402644544839859, "pred": 0.6835837364196777, "loss_l2": 0.8063176274299622, "loss_mape": 66.99811553955078}}, "2": {"train": {"loss_reduced": -0.018368927761912346, "pred": 0.5190178155899048, "loss_l2": 0.5010792016983032, "loss_mape": 38.5362434387207}}, "3": {"train": {"loss_reduced": -0.0169425867497921, "pred": 0.38912102580070496, "loss_l2": 0.2895053029060364, "loss_mape": 31.75766372680664}}, "4": {"train": {"loss_reduced": -0.01192094013094902, "pred": 0.2983822822570801, "loss_l2": 0.16609936952590942, "loss_mape": 34.187984466552734}}, "5": {"train": {"loss_reduced": -0.024683328345417976, "pred": 0.2267754077911377, "loss_l2": 0.10359062999486923, "loss_mape": 13.039366722106934}, "valid": {"0": {"loss_reduced": -0.021528132259845734, "pred": 0.22451604902744293, "valid_loss_l2": 0.06053774431347847, "valid_loss_mape": 11.428960800170898}}}, "6": {"train": {"loss_reduced": -0.01619773544371128, "pred": 0.15002286434173584, "loss_l2": 0.05707211792469025, "loss_mape": 14.748833656311035}}, "7": {"train": {"loss_reduced": -0.01676948368549347, "pred": 0.10298261046409607, "loss_l2": 0.02819892019033432, "loss_mape": 10.013745307922363}}, "8": {"train": {"loss_reduced": -0.01382836140692234, "pred": 0.0710667222738266, "loss_l2": 0.013539719395339489, "loss_mape": 8.41461181640625}}, "9": {"train": {"loss_reduced": -0.01792415976524353, "pred": 0.050239041447639465, "loss_l2": 0.00789098534733057, "loss_mape": 4.955948829650879}}, "10": {"train": {"loss_reduced": -0.02037413790822029, "pred": 0.03853325545787811, "loss_l2": 0.005370813421905041, "loss_mape": 3.5970029830932617}, "valid": {"0": {"loss_reduced": -0.016644611954689026, "pred": 0.03745949640870094, "valid_loss_l2": 0.0029272546526044607, "valid_loss_mape": 3.2505478858947754}}}, "11": {"train": {"loss_reduced": -0.015420807525515556, "pred": 0.02164129540324211, "loss_l2": 0.0026475663762539625, "loss_mape": 3.336693525314331}}, "12": {"train": {"loss_reduced": -0.017090080305933952, "pred": 0.013172458857297897, "loss_l2": 0.0015545927453786135, "loss_mape": 2.3070881366729736}}, "13": {"train": {"loss_reduced": -0.015964796766638756, "pred": 0.008216011337935925, "loss_l2": 0.0008532551000826061, "loss_mape": 1.829683780670166}}, "14": {"train": {"loss_reduced": -0.01884078048169613, "pred": 0.004785678815096617, "loss_l2": 0.000724881247151643, "loss_mape": 1.429007649421692}}, "15": {"train": {"loss_reduced": -0.02324199490249157, "pred": 0.0028691161423921585, "loss_l2": 0.0007855938747525215, "loss_mape": 1.205939769744873}, "valid": {"0": {"loss_reduced": -0.009009264409542084, "pred": 0.0029526608996093273, "valid_loss_l2": 0.0001430876727681607, "valid_loss_mape": 1.3277361392974854}}}, "16": {"train": {"loss_reduced": -0.01786738634109497, "pred": 0.005420661065727472, "loss_l2": 0.00043362408177927136, "loss_mape": 1.1654554605484009}}, "17": {"train": {"loss_reduced": -0.01567123830318451, "pred": 0.0017784819938242435, "loss_l2": 0.0004466995014809072, "loss_mape": 1.3486660718917847}}, "18": {"train": {"loss_reduced": -0.018476661294698715, "pred": 0.001389400102198124, "loss_l2": 0.00041507702553644776, "loss_mape": 1.1026580333709717}}, "19": {"train": {"loss_reduced": -0.014889704063534737, "pred": 0.0013779348228126764, "loss_l2": 0.00026853103190660477, "loss_mape": 1.1005535125732422}}, "20": {"train": {"loss_reduced": -0.015089370310306549, "pred": 0.0010796005371958017, "loss_l2": 0.00026942635304294527, "loss_mape": 1.0877996683120728}, "valid": {"0": {"loss_reduced": -0.016439296305179596, "pred": 0.0010724570602178574, "valid_loss_l2": 0.0003066615026909858, "valid_loss_mape": 1.0652374029159546}}}, "21": {"train": {"loss_reduced": -0.013425586745142937, "pred": 0.0034654331393539906, "loss_l2": 0.0002112778602167964, "loss_mape": 1.0826640129089355}}, "22": {"train": {"loss_reduced": -0.01640072464942932, "pred": 0.002223262097686529, "loss_l2": 0.0004004026995971799, "loss_mape": 1.2200720310211182}}, "23": {"train": {"loss_reduced": -0.019465330988168716, "pred": 0.0009348379680886865, "loss_l2": 0.0004751461383420974, "loss_mape": 1.1198292970657349}}, "24": {"train": {"loss_reduced": -0.017442407086491585, "pred": 0.0011451856698840857, "loss_l2": 0.0003356916713528335, "loss_mape": 1.0504220724105835}}, "25": {"train": {"loss_reduced": -0.015509195625782013, "pred": 0.001128614996559918, "loss_l2": 0.0002785676915664226, "loss_mape": 1.0761581659317017}, "valid": {"0": {"loss_reduced": -0.016450148075819016, "pred": 0.0011930131586268544, "valid_loss_l2": 0.0003112811245955527, "valid_loss_mape": 1.0725228786468506}}}, "26": {"train": {"loss_reduced": -0.015632225200533867, "pred": 0.00457953242585063, "loss_l2": 0.00028377381386235356, "loss_mape": 1.0776193141937256}}, "27": {"train": {"loss_reduced": -0.016205161809921265, "pred": 0.0014412051532417536, "loss_l2": 0.00043605477549135685, "loss_mape": 1.2885971069335938}}, "28": {"train": {"loss_reduced": -0.015596482902765274, "pred": 0.001588677056133747, "loss_l2": 0.00029155524680390954, "loss_mape": 1.0947973728179932}}, "29": {"train": {"loss_reduced": -0.020217301324009895, "pred": 0.0010758994612842798, "loss_l2": 0.000471496838144958, "loss_mape": 1.0740294456481934}}, "30": {"train": {"loss_reduced": -0.013925131410360336, "pred": 0.0009861221769824624, "loss_l2": 0.0002270131662953645, "loss_mape": 1.0819973945617676}, "valid": {"0": {"loss_reduced": -0.015851782634854317, "pred": 0.0009979112073779106, "valid_loss_l2": 0.0002839121443685144, "valid_loss_mape": 1.0629525184631348}}}, "31": {"train": {"loss_reduced": -0.017012620344758034, "pred": 0.004461659584194422, "loss_l2": 0.00032407522667199373, "loss_mape": 1.0581609010696411}}, "32": {"train": {"loss_reduced": -0.019166642799973488, "pred": 0.0009432765655219555, "loss_l2": 0.0005531732458621264, "loss_mape": 1.227112889289856}}, "33": {"train": {"loss_reduced": -0.01730894297361374, "pred": 0.0012019965797662735, "loss_l2": 0.00033210593392141163, "loss_mape": 1.0528531074523926}}, "34": {"train": {"loss_reduced": -0.01479613408446312, "pred": 0.0016121580265462399, "loss_l2": 0.00025656280922703445, "loss_mape": 1.0825515985488892}}, "35": {"train": {"loss_reduced": -0.01263359934091568, "pred": 0.001468328875489533, "loss_l2": 0.00020468323782552034, "loss_mape": 1.132436990737915}, "valid": {"0": {"loss_reduced": -0.015598595142364502, "pred": 0.0014800319913774729, "valid_loss_l2": 0.00029167949105612934, "valid_loss_mape": 1.0948823690414429}}}, "36": {"train": {"loss_reduced": -0.013607218861579895, "pred": 0.0017615645192563534, "loss_l2": 0.00022725177404936403, "loss_mape": 1.107858419418335}}, "37": {"train": {"loss_reduced": -0.01537296548485756, "pred": 0.0009032957023009658, "loss_l2": 0.0002924988220911473, "loss_mape": 1.1125112771987915}}, "38": {"train": {"loss_reduced": -0.016126321628689766, "pred": 0.00045312888687476516, "loss_l2": 0.00028908730018883944, "loss_mape": 1.054336428642273}}, "39": {"train": {"loss_reduced": -0.018872041255235672, "pred": 0.0004097682540304959, "loss_l2": 0.0003741889086086303, "loss_mape": 1.0250064134597778}}, "40": {"train": {"loss_reduced": -0.02056398242712021, "pred": 0.00032581028062850237, "loss_l2": 0.0004399190947879106, "loss_mape": 1.0199507474899292}, "valid": {"0": {"loss_reduced": -0.018009154126048088, "pred": 0.00036571419332176447, "valid_loss_l2": 0.00033763577812351286, "valid_loss_mape": 1.0203070640563965}}}, "41": {"train": {"loss_reduced": -0.020270809531211853, "pred": 0.0025582602247595787, "loss_l2": 0.0004258760891389102, "loss_mape": 1.0180532932281494}}, "42": {"train": {"loss_reduced": -0.012782853096723557, "pred": 0.001149954041466117, "loss_l2": 0.00023621170839760453, "loss_mape": 1.202327847480774}}, "43": {"train": {"loss_reduced": -0.01783449947834015, "pred": 0.0005890319589525461, "loss_l2": 0.00036217624437995255, "loss_mape": 1.0670851469039917}}, "44": {"train": {"loss_reduced": -0.01570570096373558, "pred": 0.0006083606858737767, "loss_l2": 0.00026620342396199703, "loss_mape": 1.038841962814331}}, "45": {"train": {"loss_reduced": -0.016368016600608826, "pred": 0.0006892535602673888, "loss_l2": 0.00028809005743823946, "loss_mape": 1.036974549293518}, "valid": {"0": {"loss_reduced": -0.016043344512581825, "pred": 0.000744493561796844, "valid_loss_l2": 0.0002818315115291625, "valid_loss_mape": 1.0464051961898804}}}, "46": {"train": {"loss_reduced": -0.017313772812485695, "pred": 0.0014000695664435625, "loss_l2": 0.0003256236668676138, "loss_mape": 1.0422364473342896}}, "47": {"train": {"loss_reduced": -0.013628702610731125, "pred": 0.0011474161874502897, "loss_l2": 0.0002256679581478238, "loss_mape": 1.1022508144378662}}, "48": {"train": {"loss_reduced": -0.017302267253398895, "pred": 0.00043715472565963864, "loss_l2": 0.00034740849514491856, "loss_mape": 1.0772517919540405}}, "49": {"train": {"loss_reduced": -0.01761741004884243, "pred": 0.00027725586551241577, "loss_l2": 0.0003242423408664763, "loss_mape": 1.0220986604690552}}, "50": {"train": {"loss_reduced": -0.012379780411720276, "pred": 0.0005617056740447879, "loss_l2": 0.0001598715753061697, "loss_mape": 1.0213454961776733}, "valid": {"0": {"loss_reduced": -0.02076437510550022, "pred": 0.0005783906672149897, "valid_loss_l2": 0.0004555136547423899, "valid_loss_mape": 1.0278549194335938}}}, "51": {"train": {"loss_reduced": -0.014308992773294449, "pred": 0.0014034726191312075, "loss_l2": 0.00022173138859216124, "loss_mape": 1.0406495332717896}}, "52": {"train": {"loss_reduced": -0.019653338938951492, "pred": 0.0004957932396791875, "loss_l2": 0.0004428469983395189, "loss_mape": 1.070755958557129}}, "53": {"train": {"loss_reduced": -0.01889602467417717, "pred": 0.00035928390570916235, "loss_l2": 0.00037283284473232925, "loss_mape": 1.0218487977981567}}, "54": {"train": {"loss_reduced": -0.013707287609577179, "pred": 0.0005406870623119175, "loss_l2": 0.00020029122242704034, "loss_mape": 1.0324747562408447}}, "55": {"train": {"loss_reduced": -0.01534963771700859, "pred": 0.00046873927931301296, "loss_l2": 0.000250615063123405, "loss_mape": 1.031348466873169}, "valid": {"0": {"loss_reduced": -0.016923975199460983, "pred": 0.0005060245748609304, "valid_loss_l2": 0.00030380490352399647, "valid_loss_mape": 1.0298998355865479}}}, "56": {"train": {"loss_reduced": -0.015725962817668915, "pred": 0.0008466449799016118, "loss_l2": 0.000263771740719676, "loss_mape": 1.0327540636062622}}, "57": {"train": {"loss_reduced": -0.01507180742919445, "pred": 0.0006700019002892077, "loss_l2": 0.00025547476252540946, "loss_mape": 1.060495138168335}}, "58": {"train": {"loss_reduced": -0.015979377552866936, "pred": 0.00017507962184026837, "loss_l2": 0.0002779116330202669, "loss_mape": 1.043262243270874}}, "59": {"train": {"loss_reduced": -0.01763726957142353, "pred": 0.00016567928832955658, "loss_l2": 0.00031825012410990894, "loss_mape": 1.011469841003418}}, "60": {"train": {"loss_reduced": -0.020578749477863312, "pred": 0.0003058440051972866, "loss_l2": 0.0004302979214116931, "loss_mape": 1.008011817932129}, "valid": {"0": {"loss_reduced": -0.01710456795990467, "pred": 0.0002796038461383432, "valid_loss_l2": 0.00030220943153835833, "valid_loss_mape": 1.0163466930389404}}}, "61": {"train": {"loss_reduced": -0.018537122756242752, "pred": 0.0009489458752796054, "loss_l2": 0.0003559652832336724, "loss_mape": 1.0177977085113525}}, "62": {"train": {"loss_reduced": -0.018394576385617256, "pred": 0.0004884166992269456, "loss_l2": 0.00037523481296375394, "loss_mape": 1.0530810356140137}}, "63": {"train": {"loss_reduced": -0.015013059601187706, "pred": 0.0001783222978701815, "loss_l2": 0.00024066238256637007, "loss_mape": 1.0333201885223389}}, "64": {"train": {"loss_reduced": -0.016773734241724014, "pred": 0.00014301376359071583, "loss_l2": 0.0002855734492186457, "loss_mape": 1.0074630975723267}}, "65": {"train": {"loss_reduced": -0.012900672852993011, "pred": 0.00031300331465899944, "loss_l2": 0.00017096383089665323, "loss_mape": 1.0135372877120972}, "valid": {"0": {"loss_reduced": -0.014493703842163086, "pred": 0.00047185097355395555, "valid_loss_l2": 0.00022396782878786325, "valid_loss_mape": 1.0325555801391602}}}, "66": {"train": {"loss_reduced": -0.017424799501895905, "pred": 0.0008152347290888429, "loss_l2": 0.00031750297057442367, "loss_mape": 1.022600769996643}}, "67": {"train": {"loss_reduced": -0.015612669289112091, "pred": 0.0006957355071790516, "loss_l2": 0.00026962015544995666, "loss_mape": 1.0517172813415527}}, "68": {"train": {"loss_reduced": -0.01919129118323326, "pred": 0.0001544955448480323, "loss_l2": 0.0003962351765949279, "loss_mape": 1.0372234582901}}, "69": {"train": {"loss_reduced": -0.015781844034790993, "pred": 0.0001372844708384946, "loss_l2": 0.00025642846594564617, "loss_mape": 1.0146713256835938}}, "70": {"train": {"loss_reduced": -0.014600755646824837, "pred": 0.00035737332655116916, "loss_l2": 0.00021864687732886523, "loss_mape": 1.0127360820770264}, "valid": {"0": {"loss_reduced": -0.014569804072380066, "pred": 0.0003089550300501287, "valid_loss_l2": 0.00022137747146189213, "valid_loss_mape": 1.021205186843872}}}, "71": {"train": {"loss_reduced": -0.015952158719301224, "pred": 0.0007578237564302981, "loss_l2": 0.000263592810370028, "loss_mape": 1.0177645683288574}}, "72": {"train": {"loss_reduced": -0.023071283474564552, "pred": 0.0003186833346262574, "loss_l2": 0.0005709903780370951, "loss_mape": 1.035720705986023}}, "73": {"train": {"loss_reduced": -0.011777549982070923, "pred": 0.0003447900526225567, "loss_l2": 0.00014687272778246552, "loss_mape": 1.0290006399154663}}, "74": {"train": {"loss_reduced": -0.014258479699492455, "pred": 0.0002939375408459455, "loss_l2": 0.00021352495241444558, "loss_mape": 1.024828314781189}}, "75": {"train": {"loss_reduced": -0.01933445781469345, "pred": 0.00025138063938356936, "loss_l2": 0.00038610174669884145, "loss_mape": 1.016292929649353}, "valid": {"0": {"loss_reduced": -0.016788842156529427, "pred": 0.00026701297610998154, "valid_loss_l2": 0.00029090215684846044, "valid_loss_mape": 1.015904188156128}}}, "76": {"train": {"loss_reduced": -0.013808395713567734, "pred": 0.0008594247628934681, "loss_l2": 0.00019922347564715892, "loss_mape": 1.022179126739502}}, "77": {"train": {"loss_reduced": -0.023622382432222366, "pred": 0.00021170522086322308, "loss_l2": 0.0005980811547487974, "loss_mape": 1.0352765321731567}}, "78": {"train": {"loss_reduced": -0.017247507348656654, "pred": 0.00034888918162323534, "loss_l2": 0.00030453127692453563, "loss_mape": 1.011788249015808}}, "79": {"train": {"loss_reduced": -0.015337122604250908, "pred": 0.0004134891787543893, "loss_l2": 0.0002491695631761104, "loss_mape": 1.029209017753601}}, "80": {"train": {"loss_reduced": -0.01609661430120468, "pred": 0.00030380033422261477, "loss_l2": 0.0002736128226388246, "loss_mape": 1.0276226997375488}, "valid": {"0": {"loss_reduced": -0.009255291894078255, "pred": 0.00032200932037085295, "valid_loss_l2": 9.172470163321123e-05, "valid_loss_mape": 1.0347919464111328}}}, "81": {"train": {"loss_reduced": -0.015139997005462646, "pred": 0.0005295549053698778, "loss_l2": 0.00023859154316596687, "loss_mape": 1.0202385187149048}}, "82": {"train": {"loss_reduced": -0.016261501237750053, "pred": 0.000280320702586323, "loss_l2": 0.0002811005979310721, "loss_mape": 1.0310274362564087}}, "83": {"train": {"loss_reduced": -0.01932765170931816, "pred": 5.3551171731669456e-05, "loss_l2": 0.00038533384213224053, "loss_mape": 1.015639305114746}}, "84": {"train": {"loss_reduced": -0.014421500265598297, "pred": 0.0001350381353404373, "loss_l2": 0.0002088441833620891, "loss_mape": 1.0020761489868164}}, "85": {"train": {"loss_reduced": -0.023683376610279083, "pred": 0.00015280595107469708, "loss_l2": 0.0005678880261257291, "loss_mape": 1.0062079429626465}, "valid": {"0": {"loss_reduced": -0.013088196516036987, "pred": 0.00018115219427272677, "valid_loss_l2": 0.00017607562767807394, "valid_loss_mape": 1.013840913772583}}}, "86": {"train": {"loss_reduced": -0.01445440948009491, "pred": 0.0006233361782506108, "loss_l2": 0.0002142001030733809, "loss_mape": 1.0125336647033691}}, "87": {"train": {"loss_reduced": -0.021056804805994034, "pred": 0.0002046222798526287, "loss_l2": 0.0004692644579336047, "loss_mape": 1.0287654399871826}}, "88": {"train": {"loss_reduced": -0.014744782820343971, "pred": 0.00018621882190927863, "loss_l2": 0.00022394783445633948, "loss_mape": 1.014927625656128}}, "89": {"train": {"loss_reduced": -0.01738649234175682, "pred": 0.00021447238395921886, "loss_l2": 0.00031119471532292664, "loss_mape": 1.014621615409851}}, "90": {"train": {"loss_reduced": -0.01469745859503746, "pred": 0.00023176215472631156, "loss_l2": 0.00022129279386717826, "loss_mape": 1.0121418237686157}, "valid": {"0": {"loss_reduced": -0.015245549380779266, "pred": 0.0002363499952480197, "valid_loss_l2": 0.0002396892086835578, "valid_loss_mape": 1.0155029296875}}}, "91": {"train": {"loss_reduced": -0.018205681815743446, "pred": 0.0003820211859419942, "loss_l2": 0.000340767961461097, "loss_mape": 1.0139636993408203}}, "92": {"train": {"loss_reduced": -0.014931602403521538, "pred": 0.00039892876520752907, "loss_l2": 0.00023401816724799573, "loss_mape": 1.024515151977539}}, "93": {"train": {"loss_reduced": -0.014356331899762154, "pred": 9.068625513464212e-05, "loss_l2": 0.0002177002461394295, "loss_mape": 1.0277464389801025}}, "94": {"train": {"loss_reduced": -0.015702372416853905, "pred": 4.8145193431992084e-05, "loss_l2": 0.00024988665245473385, "loss_mape": 1.0067143440246582}}, "95": {"train": {"loss_reduced": -0.019746309146285057, "pred": 0.00010421431943541393, "loss_l2": 0.0003915956476703286, "loss_mape": 1.0021506547927856}, "valid": {"0": {"loss_reduced": -0.020272504538297653, "pred": 7.716176332905889e-05, "valid_loss_l2": 0.000414108915720135, "valid_loss_mape": 1.003806233406067}}}, "96": {"train": {"loss_reduced": -0.0206660944968462, "pred": 0.0006020247237756848, "loss_l2": 0.0004321121668908745, "loss_mape": 1.0058653354644775}}, "97": {"train": {"loss_reduced": -0.015444541350007057, "pred": 0.00028331781504675746, "loss_l2": 0.0002578388957772404, "loss_mape": 1.0396788120269775}}, "98": {"train": {"loss_reduced": -0.02056093141436577, "pred": 6.399989797500893e-05, "loss_l2": 0.00043401034781709313, "loss_mape": 1.013228178024292}}, "99": {"train": {"loss_reduced": -0.010841978713870049, "pred": 0.0001473212760174647, "loss_l2": 0.00011926770093850791, "loss_mape": 1.0072861909866333}}, "100": {"train": {"loss_reduced": -0.014565708115696907, "pred": 0.00024214333097916096, "loss_l2": 0.00021732978348154575, "loss_mape": 1.012110710144043}, "valid": {"0": {"loss_reduced": -0.015616074204444885, "pred": 0.00022861894103698432, "valid_loss_l2": 0.000251054298132658, "valid_loss_mape": 1.014639973640442}}}, "101": {"train": {"loss_reduced": -0.014924587681889534, "pred": 0.0002661346225067973, "loss_l2": 0.00023046864953357726, "loss_mape": 1.0171935558319092}}, "102": {"train": {"loss_reduced": -0.02001860737800598, "pred": 0.00018866211757995188, "loss_l2": 0.00041079509537667036, "loss_mape": 1.0124620199203491}}, "103": {"train": {"loss_reduced": -0.013638170436024666, "pred": 2.742860306170769e-05, "loss_l2": 0.00019067790708504617, "loss_mape": 1.0124977827072144}}, "104": {"train": {"loss_reduced": -0.015095612034201622, "pred": 0.00011966118472628295, "loss_l2": 0.00023735285503789783, "loss_mape": 1.0205787420272827}}, "105": {"train": {"loss_reduced": -0.022746292874217033, "pred": 9.21906903386116e-05, "loss_l2": 0.0005197931895963848, "loss_mape": 1.0023159980773926}, "valid": {"0": {"loss_reduced": -0.016863474622368813, "pred": 0.00012195474846521392, "valid_loss_l2": 0.00028850481612607837, "valid_loss_mape": 1.0072319507598877}}}, "106": {"train": {"loss_reduced": -0.018656494095921516, "pred": 0.00046353216748684645, "loss_l2": 0.0003521655744407326, "loss_mape": 1.005873680114746}}, "107": {"train": {"loss_reduced": -0.012617751955986023, "pred": 0.0002853997575584799, "loss_l2": 0.0001719057618174702, "loss_mape": 1.0391141176223755}}, "108": {"train": {"loss_reduced": -0.016775595024228096, "pred": 8.44585447339341e-05, "loss_l2": 0.00029438111232593656, "loss_mape": 1.0227677822113037}}, "109": {"train": {"loss_reduced": -0.015179887413978577, "pred": 8.95683333510533e-05, "loss_l2": 0.00023246298951562494, "loss_mape": 1.004403829574585}}, "110": {"train": {"loss_reduced": -0.025207644328475, "pred": 0.0001352596445940435, "loss_l2": 0.0006401053396984935, "loss_mape": 1.0036758184432983}, "valid": {"0": {"loss_reduced": -0.015790646895766258, "pred": 0.0001305812766076997, "valid_loss_l2": 0.00025348548660986125, "valid_loss_mape": 1.0082695484161377}}}, "111": {"train": {"loss_reduced": -0.015077618882060051, "pred": 0.0003629828570410609, "loss_l2": 0.0002314546873094514, "loss_mape": 1.0090210437774658}}, "112": {"train": {"loss_reduced": -0.016562718898057938, "pred": 0.00015479052672162652, "loss_l2": 0.0002854197518900037, "loss_mape": 1.0200239419937134}}, "113": {"train": {"loss_reduced": -0.01362401433289051, "pred": 9.168049473373685e-06, "loss_l2": 0.00018924212781712413, "loss_mape": 1.009726643562317}}, "114": {"train": {"loss_reduced": -0.018155165016651154, "pred": 3.531854599714279e-05, "loss_l2": 0.0003310318570584059, "loss_mape": 1.0021544694900513}}, "115": {"train": {"loss_reduced": -0.021058574318885803, "pred": 0.00014602162991650403, "loss_l2": 0.00044782666373066604, "loss_mape": 1.0049073696136475}, "valid": {"0": {"loss_reduced": -0.018754437565803528, "pred": 0.00021848807227797806, "valid_loss_l2": 0.00035997192026115954, "valid_loss_mape": 1.0116499662399292}}}, "116": {"train": {"loss_reduced": -0.01567263901233673, "pred": 0.0003821023856289685, "loss_l2": 0.0002526961325202137, "loss_mape": 1.0142784118652344}}, "117": {"train": {"loss_reduced": -0.019127458333969116, "pred": 0.00015473457460757345, "loss_l2": 0.00038192985812202096, "loss_mape": 1.0217262506484985}}, "118": {"train": {"loss_reduced": -0.016254929825663567, "pred": 6.649491842836142e-05, "loss_l2": 0.00026586747844703496, "loss_mape": 1.0031075477600098}}, "119": {"train": {"loss_reduced": -0.018422111868858337, "pred": 7.227950845845044e-05, "loss_l2": 0.00034287109156139195, "loss_mape": 1.0051387548446655}}, "120": {"train": {"loss_reduced": -0.014157731086015701, "pred": 7.334273686865345e-05, "loss_l2": 0.0002028581511694938, "loss_mape": 1.00601065158844}, "valid": {"0": {"loss_reduced": -0.011924292892217636, "pred": 9.245322144124657e-05, "valid_loss_l2": 0.00014440219092648476, "valid_loss_mape": 1.0077533721923828}}}, "121": {"train": {"loss_reduced": -0.018926072865724564, "pred": 0.0005830297013744712, "loss_l2": 0.00036183730117045343, "loss_mape": 1.005069613456726}}, "122": {"train": {"loss_reduced": -0.013638423755764961, "pred": 0.00014343144721351564, "loss_l2": 0.00019877150771208107, "loss_mape": 1.0337437391281128}}, "123": {"train": {"loss_reduced": -0.01788347028195858, "pred": 6.404324085451663e-05, "loss_l2": 0.00032802208443172276, "loss_mape": 1.0127441883087158}}, "124": {"train": {"loss_reduced": -0.015884127467870712, "pred": 7.569793524453416e-05, "loss_l2": 0.0002531427890062332, "loss_mape": 1.0016578435897827}}, "125": {"train": {"loss_reduced": -0.01610451005399227, "pred": 0.00016079543274827302, "loss_l2": 0.00026513056945987046, "loss_mape": 1.0110727548599243}, "valid": {"0": {"loss_reduced": -0.016792351379990578, "pred": 0.0001897804468171671, "valid_loss_l2": 0.00028839282458648086, "valid_loss_mape": 1.0113016366958618}}}, "126": {"train": {"loss_reduced": -0.020609175786376, "pred": 0.00011103515134891495, "loss_l2": 0.0004339685256127268, "loss_mape": 1.0108075141906738}}, "127": {"train": {"loss_reduced": -0.014921624213457108, "pred": 0.00038603367283940315, "loss_l2": 0.00023369498376268893, "loss_mape": 1.0244920253753662}}, "128": {"train": {"loss_reduced": -0.016039222478866577, "pred": 0.00013085920363664627, "loss_l2": 0.000268731324467808, "loss_mape": 1.0220587253570557}}, "129": {"train": {"loss_reduced": -0.018849095329642296, "pred": 9.75732382357819e-06, "loss_l2": 0.0003598541661631316, "loss_mape": 1.006404995918274}}, "130": {"train": {"loss_reduced": -0.01289430819451809, "pred": 0.00010171133908443153, "loss_l2": 0.00016679290274623781, "loss_mape": 1.0015918016433716}, "valid": {"0": {"loss_reduced": -0.011015946045517921, "pred": 0.00015723984688520432, "valid_loss_l2": 0.00012484008038882166, "valid_loss_mape": 1.0142738819122314}}}, "131": {"train": {"loss_reduced": -0.015943270176649094, "pred": 0.00029118667589500546, "loss_l2": 0.00025803304743021727, "loss_mape": 1.0075352191925049}}, "132": {"train": {"loss_reduced": -0.015664393082261086, "pred": 0.00016349331417586654, "loss_l2": 0.00025601795641705394, "loss_mape": 1.0214606523513794}}, "133": {"train": {"loss_reduced": -0.01728110946714878, "pred": 3.4553264413261786e-05, "loss_l2": 0.0003059654263779521, "loss_mape": 1.0121958255767822}}, "134": {"train": {"loss_reduced": -0.019352935254573822, "pred": 7.726124022156e-05, "loss_l2": 0.00037525271181948483, "loss_mape": 1.0009561777114868}}, "135": {"train": {"loss_reduced": -0.010806802660226822, "pred": 0.0002002831024583429, "loss_l2": 0.00011916372022824362, "loss_mape": 1.0101242065429688}, "valid": {"0": {"loss_reduced": -0.017162039875984192, "pred": 0.00017110315093304962, "valid_loss_l2": 0.00030043782317079604, "valid_loss_mape": 1.0099698305130005}}}, "136": {"train": {"loss_reduced": -0.017541414126753807, "pred": 0.00014413372264243662, "loss_l2": 0.00031392931123264134, "loss_mape": 1.010069727897644}}, "137": {"train": {"loss_reduced": -0.016626324504613876, "pred": 0.00017132770153693855, "loss_l2": 0.00028121532523073256, "loss_mape": 1.0086098909378052}}, "138": {"train": {"loss_reduced": -0.017029333859682083, "pred": -3.0297240300569683e-05, "loss_l2": 0.00029507713043130934, "loss_mape": 1.0087188482284546}}, "139": {"train": {"loss_reduced": -0.016043646261096, "pred": 2.1791858671349473e-05, "loss_l2": 0.00026033996255137026, "loss_mape": 1.0056973695755005}}, "140": {"train": {"loss_reduced": -0.017642054706811905, "pred": 8.4366460214369e-05, "loss_l2": 0.00031174413743428886, "loss_mape": 1.000806212425232}, "valid": {"0": {"loss_reduced": -0.013689147308468819, "pred": 8.68661591084674e-05, "valid_loss_l2": 0.00018977855506818742, "valid_loss_mape": 1.0063456296920776}}}, "141": {"train": {"loss_reduced": -0.016222983598709106, "pred": 0.00023976576630957425, "loss_l2": 0.0002660372119862586, "loss_mape": 1.0054036378860474}}, "142": {"train": {"loss_reduced": -0.016474027186632156, "pred": 0.00014410997391678393, "loss_l2": 0.0002789724094327539, "loss_mape": 1.013866662979126}}, "143": {"train": {"loss_reduced": -0.015832016244530678, "pred": 4.246813659847248e-06, "loss_l2": 0.0002554374805185944, "loss_mape": 1.009499430656433}}, "144": {"train": {"loss_reduced": -0.015703873708844185, "pred": 2.241630500066094e-05, "loss_l2": 0.0002464998106006533, "loss_mape": 0.9997732043266296}}, "145": {"train": {"loss_reduced": -0.023247426375746727, "pred": 4.236867971485481e-05, "loss_l2": 0.0005426174029707909, "loss_mape": 1.0020097494125366}, "valid": {"0": {"loss_reduced": -0.015320021659135818, "pred": 0.00010311471851309761, "valid_loss_l2": 0.00023787314421497285, "valid_loss_mape": 1.0067307949066162}}}, "146": {"train": {"loss_reduced": -0.014567825943231583, "pred": 0.0003290354216005653, "loss_l2": 0.00021381756232585758, "loss_mape": 1.0037531852722168}}, "147": {"train": {"loss_reduced": -0.02141934260725975, "pred": 4.0130271372618154e-05, "loss_l2": 0.00047099438961595297, "loss_mape": 1.0132153034210205}}, "148": {"train": {"loss_reduced": -0.015319505706429482, "pred": 0.00013127736747264862, "loss_l2": 0.0002386792766628787, "loss_mape": 1.0084691047668457}}, "149": {"train": {"loss_reduced": -0.017778391018509865, "pred": 0.00013116138870827854, "loss_l2": 0.0003234498726669699, "loss_mape": 1.011605143547058}}, "150": {"train": {"loss_reduced": -0.017218321561813354, "pred": 0.00011193779937457293, "loss_l2": 0.000300908723147586, "loss_mape": 1.0074571371078491}, "valid": {"0": {"loss_reduced": -0.01025427132844925, "pred": 0.0001125080743804574, "valid_loss_l2": 0.00010747012129286304, "valid_loss_mape": 1.0109719038009644}}}, "151": {"train": {"loss_reduced": -0.009301599115133286, "pred": 0.00020876397320535034, "loss_l2": 8.849057485349476e-05, "loss_mape": 1.0113253593444824}}, "152": {"train": {"loss_reduced": -0.023641208186745644, "pred": 4.559397348202765e-05, "loss_l2": 0.0005684745847247541, "loss_mape": 1.0085231065750122}}, "153": {"train": {"loss_reduced": -0.016601121053099632, "pred": 7.855493458919227e-05, "loss_l2": 0.00027723933453671634, "loss_mape": 1.0029747486114502}}, "154": {"train": {"loss_reduced": -0.01876617968082428, "pred": 4.351612733444199e-05, "loss_l2": 0.0003554429567884654, "loss_mape": 1.0046367645263672}}, "155": {"train": {"loss_reduced": -0.011315129697322845, "pred": 4.9600126658333465e-05, "loss_l2": 0.0001294990215683356, "loss_mape": 1.0057121515274048}, "valid": {"0": {"loss_reduced": -0.01661122962832451, "pred": 0.00013796584971714765, "valid_loss_l2": 0.00028053554706275463, "valid_loss_mape": 1.008305549621582}}}, "156": {"train": {"loss_reduced": -0.01706373691558838, "pred": 0.00040264101698994637, "loss_l2": 0.0002944984007626772, "loss_mape": 1.0056973695755005}}, "157": {"train": {"loss_reduced": -0.017151566222310066, "pred": 7.325185288209468e-05, "loss_l2": 0.0003095874562859535, "loss_mape": 1.0258594751358032}}, "158": {"train": {"loss_reduced": -0.018195785582065582, "pred": 7.844067295081913e-05, "loss_l2": 0.0003337133093737066, "loss_mape": 1.0039589405059814}}, "159": {"train": {"loss_reduced": -0.015820559114217758, "pred": 0.00011715824075508863, "loss_l2": 0.00025199365336447954, "loss_mape": 1.0033973455429077}}, "160": {"train": {"loss_reduced": -0.007626617327332497, "pred": 0.00024173743440769613, "loss_l2": 6.151707202661783e-05, "loss_mape": 1.0284090042114258}, "valid": {"0": {"loss_reduced": -0.019752193242311478, "pred": 0.0001636710949242115, "valid_loss_l2": 0.00039664164069108665, "valid_loss_mape": 1.0082862377166748}}}, "161": {"train": {"loss_reduced": -0.014820599928498268, "pred": 0.00020067798322997987, "loss_l2": 0.00022687359887640923, "loss_mape": 1.0163099765777588}}, "162": {"train": {"loss_reduced": -0.01517973467707634, "pred": 0.0001472929143346846, "loss_l2": 0.00023621197033207864, "loss_mape": 1.0124807357788086}}, "163": {"train": {"loss_reduced": -0.019717987626791, "pred": -1.5502519090659916e-06, "loss_l2": 0.0003963691706303507, "loss_mape": 1.009688377380371}}, "164": {"train": {"loss_reduced": -0.01682455465197563, "pred": 2.100492565659806e-05, "loss_l2": 0.0002825059636961669, "loss_mape": 0.9990109205245972}}, "165": {"train": {"loss_reduced": -0.011390503495931625, "pred": 0.00012809387408196926, "loss_l2": 0.00013140394003130496, "loss_mape": 1.0063782930374146}, "valid": {"0": {"loss_reduced": -0.02016957476735115, "pred": 0.00014683509652968496, "valid_loss_l2": 0.00041275646071881056, "valid_loss_mape": 1.0072799921035767}}}, "166": {"train": {"loss_reduced": -0.01596958190202713, "pred": 0.00019454470020718873, "loss_l2": 0.0002580076106823981, "loss_mape": 1.0058256387710571}}, "167": {"train": {"loss_reduced": -0.017057986930012703, "pred": 4.7879373596515507e-05, "loss_l2": 0.000297188846161589, "loss_mape": 1.010621428489685}}, "168": {"train": {"loss_reduced": -0.015886086970567703, "pred": -2.267668787681032e-05, "loss_l2": 0.00025556920445524156, "loss_mape": 1.0063228607177734}}, "169": {"train": {"loss_reduced": -0.016975456848740578, "pred": 3.944754644180648e-05, "loss_l2": 0.0002878398518078029, "loss_mape": 0.999433696269989}}, "170": {"train": {"loss_reduced": -0.017805134877562523, "pred": 0.00013926703832112253, "loss_l2": 0.00032457729685120285, "loss_mape": 1.0118446350097656}, "valid": {"0": {"loss_reduced": -0.016325470060110092, "pred": 9.637244511395693e-05, "valid_loss_l2": 0.00026967693702317774, "valid_loss_mape": 1.0059032440185547}}}, "171": {"train": {"loss_reduced": -0.018314305692911148, "pred": 0.0002651035028975457, "loss_l2": 0.0003395427775103599, "loss_mape": 1.006136178970337}}, "172": {"train": {"loss_reduced": -0.0234757661819458, "pred": -2.234126441180706e-05, "loss_l2": 0.0005585815524682403, "loss_mape": 1.0067542791366577}}, "173": {"train": {"loss_reduced": -0.015782585367560387, "pred": 3.6522114896797575e-06, "loss_l2": 0.0002503624127712101, "loss_mape": 1.0025508403778076}}, "174": {"train": {"loss_reduced": -0.011276092380285263, "pred": 9.33576375246048e-05, "loss_l2": 0.0001282041921513155, "loss_mape": 1.0041359663009644}}, "175": {"train": {"loss_reduced": -0.01672486960887909, "pred": 8.027819421840832e-05, "loss_l2": 0.0002822866663336754, "loss_mape": 1.0045751333236694}, "valid": {"0": {"loss_reduced": -0.0111369788646698, "pred": -2.4983733965200372e-05, "valid_loss_l2": 0.00012347643496468663, "valid_loss_mape": 0.9977567195892334}}}, "176": {"train": {"loss_reduced": -0.017640965059399605, "pred": 0.00026508804876357317, "loss_l2": 0.0003150133998133242, "loss_mape": 1.0061023235321045}}, "177": {"train": {"loss_reduced": -0.01609104685485363, "pred": 7.527941488660872e-05, "loss_l2": 0.00026419307687319815, "loss_mape": 1.0101280212402344}}, "178": {"train": {"loss_reduced": -0.019449597224593163, "pred": -4.37487215094734e-05, "loss_l2": 0.00038278175634332, "loss_mape": 1.0059236288070679}}, "179": {"train": {"loss_reduced": -0.012140102684497833, "pred": -1.7542402019898873e-07, "loss_l2": 0.00014605051546823233, "loss_mape": 0.9954723119735718}}, "180": {"train": {"loss_reduced": -0.014605633914470673, "pred": -2.0320669136708602e-05, "loss_l2": 0.00021161744371056557, "loss_mape": 0.9959908127784729}, "valid": {"0": {"loss_reduced": -0.020072687417268753, "pred": 2.3710792447673157e-05, "valid_loss_l2": 0.0004038652405142784, "valid_loss_mape": 1.0011812448501587}}}, "181": {"train": {"loss_reduced": -0.014869077131152153, "pred": 3.122798807453364e-05, "loss_l2": 0.00022176883067004383, "loss_mape": 1.0015352964401245}}, "182": {"train": {"loss_reduced": -0.014543876051902771, "pred": 7.809967792127281e-05, "loss_l2": 0.00021436608221847564, "loss_mape": 1.0066949129104614}}, "183": {"train": {"loss_reduced": -0.016053104773163795, "pred": -3.3265027013840154e-05, "loss_l2": 0.00026095888460986316, "loss_mape": 1.0062988996505737}}, "184": {"train": {"loss_reduced": -0.016669465228915215, "pred": 5.425508788903244e-06, "loss_l2": 0.00027732766466215253, "loss_mape": 0.9990217089653015}}, "185": {"train": {"loss_reduced": -0.02002968080341816, "pred": 2.1042733351350762e-05, "loss_l2": 0.0004017323371954262, "loss_mape": 1.0006780624389648}, "valid": {"0": {"loss_reduced": -0.022215379402041435, "pred": 6.59187717246823e-05, "valid_loss_l2": 0.0004964562831446528, "valid_loss_mape": 1.0029672384262085}}}, "186": {"train": {"loss_reduced": -0.0164694432169199, "pred": 0.00023558529210276902, "loss_l2": 0.0002719791082199663, "loss_mape": 1.001356840133667}}, "187": {"train": {"loss_reduced": -0.016787530854344368, "pred": 4.119045479455963e-05, "loss_l2": 0.0002911665942519903, "loss_mape": 1.0164451599121094}}, "188": {"train": {"loss_reduced": -0.013934273272752762, "pred": 4.7440385969821364e-05, "loss_l2": 0.0001958038774318993, "loss_mape": 1.0042141675949097}}, "189": {"train": {"loss_reduced": -0.017098290845751762, "pred": 1.4391032891580835e-05, "loss_l2": 0.0002952791110146791, "loss_mape": 1.004994511604309}}, "190": {"train": {"loss_reduced": -0.015152953565120697, "pred": 5.355169560061768e-05, "loss_l2": 0.0002309657575096935, "loss_mape": 1.002943515777588}, "valid": {"0": {"loss_reduced": -0.021744340658187866, "pred": 1.223570779984584e-05, "valid_loss_l2": 0.0004733486275654286, "valid_loss_mape": 1.0005626678466797}}}, "191": {"train": {"loss_reduced": -0.018088318407535553, "pred": 5.429294833447784e-05, "loss_l2": 0.0003266481508035213, "loss_mape": 0.9991757869720459}}, "192": {"train": {"loss_reduced": -0.012050498276948929, "pred": 0.00022014918795321137, "loss_l2": 0.00015362468548119068, "loss_mape": 1.0285502672195435}}, "193": {"train": {"loss_reduced": -0.014832492917776108, "pred": 6.530489190481603e-05, "loss_l2": 0.00022840718156658113, "loss_mape": 1.0189214944839478}}, "194": {"train": {"loss_reduced": -0.016647402197122574, "pred": 1.9773320673266426e-05, "loss_l2": 0.00027958129066973925, "loss_mape": 1.0044020414352417}}, "195": {"train": {"loss_reduced": -0.02084878273308277, "pred": -5.936447996646166e-05, "loss_l2": 0.0004338777216617018, "loss_mape": 0.9990862011909485}, "valid": {"0": {"loss_reduced": -0.02261197753250599, "pred": -7.882590580265969e-06, "valid_loss_l2": 0.0005109451012685895, "valid_loss_mape": 0.9996513724327087}}}, "196": {"train": {"loss_reduced": -0.01298505812883377, "pred": 3.407322219572961e-05, "loss_l2": 0.00016746124310884625, "loss_mape": 0.9965825080871582}}, "197": {"train": {"loss_reduced": -0.014626545831561089, "pred": 0.00011691547115333378, "loss_l2": 0.00022621036623604596, "loss_mape": 1.0282872915267944}}, "198": {"train": {"loss_reduced": -0.016115760430693626, "pred": -9.76512092165649e-05, "loss_l2": 0.0002579954743850976, "loss_mape": 0.9966788291931152}}, "199": {"train": {"loss_reduced": -0.017200907692313194, "pred": 1.293228160648141e-05, "loss_l2": 0.0002952277718577534, "loss_mape": 0.9989120364189148}}, "200": {"train": {"loss_reduced": -0.018978741019964218, "pred": -4.478753180592321e-05, "loss_l2": 0.0003592958382796496, "loss_mape": 0.9987543821334839}, "valid": {"0": {"loss_reduced": -0.02553698793053627, "pred": -2.522403883631341e-05, "valid_loss_l2": 0.0006508501246571541, "valid_loss_mape": 0.9990122318267822}}}, "201": {"train": {"loss_reduced": -0.015086060389876366, "pred": 0.00012956270074937493, "loss_l2": 0.0002274785510962829, "loss_mape": 0.9997568130493164}}, "202": {"train": {"loss_reduced": -0.021923329681158066, "pred": -9.516128920949996e-05, "loss_l2": 0.00048157572746276855, "loss_mape": 1.0009808540344238}}, "203": {"train": {"loss_reduced": -0.012525545433163643, "pred": 5.906222213525325e-06, "loss_l2": 0.0001596486836206168, "loss_mape": 1.0087558031082153}}, "204": {"train": {"loss_reduced": -0.016265273094177246, "pred": 5.078455069451593e-05, "loss_l2": 0.0002664331695996225, "loss_mape": 1.0035356283187866}}, "205": {"train": {"loss_reduced": -0.022638913244009018, "pred": -6.798103277105838e-05, "loss_l2": 0.0005131589132361114, "loss_mape": 1.0006227493286133}, "valid": {"0": {"loss_reduced": -0.012601863592863083, "pred": -7.475109305232763e-05, "valid_loss_l2": 0.0001569285523146391, "valid_loss_mape": 0.9940682649612427}}}, "206": {"train": {"loss_reduced": -0.01421334408223629, "pred": 4.987911961507052e-05, "loss_l2": 0.00020016740018036216, "loss_mape": 0.9954063296318054}}, "207": {"train": {"loss_reduced": -0.0189064908772707, "pred": -1.994880585698411e-05, "loss_l2": 0.000365438376320526, "loss_mape": 1.011104702949524}}, "208": {"train": {"loss_reduced": -0.014914711937308311, "pred": -6.79435397614725e-05, "loss_l2": 0.00022075025481171906, "loss_mape": 0.996175229549408}}, "209": {"train": {"loss_reduced": -0.015588292852044106, "pred": 1.7380969438818283e-05, "loss_l2": 0.00024252179719042033, "loss_mape": 0.9990261197090149}}, "210": {"train": {"loss_reduced": -0.01790018565952778, "pred": 6.310899334494025e-05, "loss_l2": 0.00032196062966249883, "loss_mape": 1.0024064779281616}, "valid": {"0": {"loss_reduced": -0.02088998816907406, "pred": 8.70511430548504e-05, "valid_loss_l2": 0.00044003615039400756, "valid_loss_mape": 1.004167079925537}}}, "211": {"train": {"loss_reduced": -0.016002703458070755, "pred": -6.611070421058685e-05, "loss_l2": 0.000258954445598647, "loss_mape": 1.0055840015411377}}, "212": {"train": {"loss_reduced": -0.018624912947416306, "pred": 0.00010972844029311091, "loss_l2": 0.0003532888658810407, "loss_mape": 1.0091848373413086}}, "213": {"train": {"loss_reduced": -0.013657653704285622, "pred": -7.579944940516725e-05, "loss_l2": 0.00018654776795301586, "loss_mape": 1.0000436305999756}}, "214": {"train": {"loss_reduced": -0.019163094460964203, "pred": -5.5383305152645335e-05, "loss_l2": 0.0003679786459542811, "loss_mape": 1.0010267496109009}}, "215": {"train": {"loss_reduced": -0.016155168414115906, "pred": -0.00010391455725766718, "loss_l2": 0.00025691385963000357, "loss_mape": 0.9921612739562988}, "valid": {"0": {"loss_reduced": -0.01446523517370224, "pred": -7.00028904248029e-05, "valid_loss_l2": 0.00020722270710393786, "valid_loss_mape": 0.9951606392860413}}}, "216": {"train": {"loss_reduced": -0.019479338079690933, "pred": 7.362981705227867e-05, "loss_l2": 0.0003765854053199291, "loss_mape": 0.9962252378463745}}, "217": {"train": {"loss_reduced": -0.01753992773592472, "pred": -5.0179820391349494e-05, "loss_l2": 0.00031048530945554376, "loss_mape": 1.0045989751815796}}, "218": {"train": {"loss_reduced": -0.018781932070851326, "pred": -5.89585724810604e-05, "loss_l2": 0.0003592534048948437, "loss_mape": 1.0091602802276611}}, "219": {"train": {"loss_reduced": -0.010879036039113998, "pred": -6.32677401881665e-05, "loss_l2": 0.00011456140782684088, "loss_mape": 0.9838497042655945}}, "220": {"train": {"loss_reduced": -0.0194794200360775, "pred": 2.0881743694189936e-05, "loss_l2": 0.0003792941861320287, "loss_mape": 0.9997975826263428}, "valid": {"0": {"loss_reduced": -0.013352446258068085, "pred": 2.452141598041635e-05, "valid_loss_l2": 0.0001789432717487216, "valid_loss_mape": 1.0018365383148193}}}, "221": {"train": {"loss_reduced": -0.017018655315041542, "pred": 4.627990711014718e-05, "loss_l2": 0.0002895623620133847, "loss_mape": 0.9998752474784851}}, "222": {"train": {"loss_reduced": -0.016216596588492393, "pred": 5.392925231717527e-05, "loss_l2": 0.0002674701972864568, "loss_mape": 1.008504867553711}}, "223": {"train": {"loss_reduced": -0.014250287786126137, "pred": -8.501848788000643e-05, "loss_l2": 0.00020326158846728504, "loss_mape": 1.0004699230194092}}, "224": {"train": {"loss_reduced": -0.018988274037837982, "pred": -8.935302321333438e-05, "loss_l2": 0.00036046464811079204, "loss_mape": 0.9998753070831299}}, "225": {"train": {"loss_reduced": -0.020922116935253143, "pred": -0.00027946432237513363, "loss_l2": 0.0004281545407138765, "loss_mape": 0.9889962673187256}, "valid": {"0": {"loss_reduced": -0.012609472498297691, "pred": -7.107746205292642e-05, "valid_loss_l2": 0.00015721133968327194, "valid_loss_mape": 0.9943631291389465}}}, "226": {"train": {"loss_reduced": -0.01571410708129406, "pred": 1.562905526952818e-05, "loss_l2": 0.00024207816750276834, "loss_mape": 0.9901205897331238}}, "227": {"train": {"loss_reduced": -0.018899206072092056, "pred": -0.000143589946674183, "loss_l2": 0.0003591408603824675, "loss_mape": 1.0027412176132202}}, "228": {"train": {"loss_reduced": -0.014086227864027023, "pred": -0.00030938582494854927, "loss_l2": 0.00019032300042454153, "loss_mape": 0.9793793559074402}}, "229": {"train": {"loss_reduced": -0.015054872259497643, "pred": -2.2484746295958757e-05, "loss_l2": 0.00022949112462811172, "loss_mape": 1.006250023841858}}, "230": {"train": {"loss_reduced": -0.01797575131058693, "pred": -0.00031958124600350857, "loss_l2": 0.0003149694239255041, "loss_mape": 0.9872954487800598}, "valid": {"0": {"loss_reduced": -0.02055950276553631, "pred": 9.705285629024729e-05, "valid_loss_l2": 0.0004266932955943048, "valid_loss_mape": 1.0047205686569214}}}, "231": {"train": {"loss_reduced": -0.01524878479540348, "pred": 1.5184019503067248e-05, "loss_l2": 0.00022849296510685235, "loss_mape": 0.9912910461425781}}, "232": {"train": {"loss_reduced": -0.015246516093611717, "pred": -0.00010597593791317195, "loss_l2": 0.0002348615525988862, "loss_mape": 1.0051603317260742}}, "233": {"train": {"loss_reduced": -0.01514844223856926, "pred": -0.0001946055272128433, "loss_l2": 0.0002256767766084522, "loss_mape": 0.9916889071464539}}, "234": {"train": {"loss_reduced": -0.015618620440363884, "pred": -0.00029412389267235994, "loss_l2": 0.00023432439775206149, "loss_mape": 0.980090320110321}}, "235": {"train": {"loss_reduced": -0.022823207080364227, "pred": -0.0001326093333773315, "loss_l2": 0.0005206316127441823, "loss_mape": 0.9997435212135315}, "valid": {"0": {"loss_reduced": -0.021746452897787094, "pred": -0.00016435416182503104, "valid_loss_l2": 0.0004657869867514819, "valid_loss_mape": 0.99244225025177}}}, "236": {"train": {"loss_reduced": -0.01555878110229969, "pred": 0.0002355319302296266, "loss_l2": 0.0002352111041545868, "loss_mape": 0.9857195019721985}}, "237": {"train": {"loss_reduced": -0.017870770767331123, "pred": -0.00030968565260991454, "loss_l2": 0.0003225858381483704, "loss_mape": 1.0050307512283325}}, "238": {"train": {"loss_reduced": -0.013720938935875893, "pred": 0.0001776761346263811, "loss_l2": 0.00019167990831192583, "loss_mape": 1.0090309381484985}}, "239": {"train": {"loss_reduced": -0.017083050683140755, "pred": -9.113730629906058e-05, "loss_l2": 0.00029664207249879837, "loss_mape": 1.0082098245620728}}, "240": {"train": {"loss_reduced": -0.018003687262535095, "pred": -0.00025511093554086983, "loss_l2": 0.0003216897021047771, "loss_mape": 0.9962242841720581}, "valid": {"0": {"loss_reduced": -0.019555658102035522, "pred": -4.0993603761307895e-05, "valid_loss_l2": 0.0003808221372310072, "valid_loss_mape": 0.9979037642478943}}}, "241": {"train": {"loss_reduced": -0.017227917909622192, "pred": -9.831526404013857e-05, "loss_l2": 0.0002861136745195836, "loss_mape": 0.9818304777145386}}, "242": {"train": {"loss_reduced": -0.0165378600358963, "pred": -0.00012573841377161443, "loss_l2": 0.0002820337249431759, "loss_mape": 1.0154796838760376}}, "243": {"train": {"loss_reduced": -0.015308281406760216, "pred": -9.550410322844982e-05, "loss_l2": 0.00023261678870767355, "loss_mape": 0.9963091015815735}}, "244": {"train": {"loss_reduced": -0.01787654682993889, "pred": -0.0001594775530975312, "loss_l2": 0.00031588724232278764, "loss_mape": 0.9942197799682617}}, "245": {"train": {"loss_reduced": -0.014512427151203156, "pred": -0.00012131068797316402, "loss_l2": 0.0002075668453471735, "loss_mape": 0.9927477836608887}, "valid": {"0": {"loss_reduced": -0.016812069341540337, "pred": -4.926636393065564e-05, "valid_loss_l2": 0.00028099154587835073, "valid_loss_mape": 0.9970695376396179}}}, "246": {"train": {"loss_reduced": -0.015030782669782639, "pred": -7.158257358241826e-05, "loss_l2": 0.0002200769231421873, "loss_mape": 0.9869738817214966}}, "247": {"train": {"loss_reduced": -0.015140267089009285, "pred": -4.275296669220552e-05, "loss_l2": 0.00023764507204759866, "loss_mape": 1.0181947946548462}}, "248": {"train": {"loss_reduced": -0.015796009451150894, "pred": -0.0002092183567583561, "loss_l2": 0.0002453599590808153, "loss_mape": 0.9916409850120544}}, "249": {"train": {"loss_reduced": -0.021134790033102036, "pred": -0.00018787485896609724, "loss_l2": 0.0004420777258928865, "loss_mape": 0.9948357343673706}}, "250": {"train": {"loss_reduced": -0.012113919481635094, "pred": -0.0003801512939389795, "loss_l2": 0.00013772858073934913, "loss_mape": 0.9687848687171936}, "valid": {"0": {"loss_reduced": -0.01844027265906334, "pred": -0.00034078856697306037, "valid_loss_l2": 0.0003275913477409631, "valid_loss_mape": 0.9815194010734558}}}}
|