FrankCCCCC commited on
Commit
2e4db43
1 Parent(s): 1ee2184

Upload res_CIFAR2_32_lr0.0001_ep100_bs2048_attr_ckpts/md_0/step_98/pred_target.json with huggingface_hub

Browse files
res_CIFAR2_32_lr0.0001_ep100_bs2048_attr_ckpts/md_0/step_98/pred_target.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"1": {"train": {"loss_reduced": 0.0004466008394956589, "pred": 0.4676101803779602, "loss_l2": 0.6662255525588989, "loss_mape": 1827.6419677734375}}, "2": {"train": {"loss_reduced": 0.00028273649513721466, "pred": 0.2615155577659607, "loss_l2": 0.21945269405841827, "loss_mape": 1656.87060546875}}, "3": {"train": {"loss_reduced": 0.00030340440571308136, "pred": 0.15481027960777283, "loss_l2": 0.06917515397071838, "loss_mape": 866.868408203125}}, "4": {"train": {"loss_reduced": 0.00030573736876249313, "pred": 0.10047677159309387, "loss_l2": 0.024276625365018845, "loss_mape": 509.6190185546875}}, "5": {"train": {"loss_reduced": 0.00011598411947488785, "pred": 0.07063888013362885, "loss_l2": 0.010008727200329304, "loss_mape": 862.5631103515625}, "valid": {"0": {"loss_reduced": 0.00020389538258314133, "pred": 0.07139803469181061, "valid_loss_l2": 0.00506860576570034, "valid_loss_mape": 349.1699523925781}}}, "6": {"train": {"loss_reduced": 0.0002977503463625908, "pred": 0.035224586725234985, "loss_l2": 0.005055664107203484, "loss_mape": 238.80137634277344}}, "7": {"train": {"loss_reduced": 0.00043119490146636963, "pred": 0.018348149955272675, "loss_l2": 0.0011798368068411946, "loss_mape": 79.65946197509766}}, "8": {"train": {"loss_reduced": 0.00039737019687891006, "pred": 0.010820268653333187, "loss_l2": 0.00032936211209744215, "loss_mape": 45.67110824584961}}, "9": {"train": {"loss_reduced": 2.576969563961029e-05, "pred": 0.007123344577848911, "loss_l2": 0.00011529724724823609, "loss_mape": 416.6776428222656}}, "10": {"train": {"loss_reduced": 0.000561675988137722, "pred": 0.005913507658988237, "loss_l2": 4.3175525206606835e-05, "loss_mape": 11.698575019836426}, "valid": {"0": {"loss_reduced": 0.00022551137953996658, "pred": 0.005883680656552315, "valid_loss_l2": 3.201487925252877e-05, "valid_loss_mape": 25.09039306640625}}}, "11": {"train": {"loss_reduced": 0.0005311137065291405, "pred": 0.02204820327460766, "loss_l2": 2.8181255402159877e-05, "loss_mape": 9.995226860046387}}, "12": {"train": {"loss_reduced": 0.00010083336383104324, "pred": 0.003492649644613266, "loss_l2": 0.0004847848031204194, "loss_mape": 218.3585662841797}}, "13": {"train": {"loss_reduced": 0.00035915710031986237, "pred": 0.01228870265185833, "loss_l2": 9.28697863855632e-06, "loss_mape": 8.485017776489258}}, "14": {"train": {"loss_reduced": 0.00024564284831285477, "pred": 0.00943978875875473, "loss_l2": 0.00014520545664709061, "loss_mape": 49.05546188354492}}, "15": {"train": {"loss_reduced": 0.00043691229075193405, "pred": 0.006621795240789652, "loss_l2": 8.937819802667946e-05, "loss_mape": 21.638219833374023}, "valid": {"0": {"loss_reduced": 0.00015293527394533157, "pred": 0.006307496689260006, "valid_loss_l2": 3.7878624425502494e-05, "valid_loss_mape": 40.242916107177734}}}, "16": {"train": {"loss_reduced": 0.0004945630207657814, "pred": 0.0071823992766439915, "loss_l2": 3.3394291676813737e-05, "loss_mape": 11.684617042541504}}, "17": {"train": {"loss_reduced": 0.00045625772327184677, "pred": 0.004128968343138695, "loss_l2": 4.0686481952434406e-05, "loss_mape": 13.980247497558594}}, "18": {"train": {"loss_reduced": 0.00015052035450935364, "pred": 0.002112174639478326, "loss_l2": 1.639245056139771e-05, "loss_mape": 26.89841651916504}}, "19": {"train": {"loss_reduced": 1.851934939622879e-05, "pred": 0.0030228113755583763, "loss_l2": 4.47305865236558e-06, "loss_mape": 114.20275115966797}}, "20": {"train": {"loss_reduced": 0.0006271954625844955, "pred": 0.0035473310854285955, "loss_l2": 6.43756948193186e-06, "loss_mape": 4.045368194580078}, "valid": {"0": {"loss_reduced": 0.00023856665939092636, "pred": 0.0033438962418586016, "valid_loss_l2": 9.643072189646773e-06, "valid_loss_mape": 13.01661205291748}}}, "21": {"train": {"loss_reduced": 0.00030168984085321426, "pred": 0.007599988020956516, "loss_l2": 9.813596079766285e-06, "loss_mape": 10.3837308883667}}, "22": {"train": {"loss_reduced": 0.0003699306398630142, "pred": 0.0016266684979200363, "loss_l2": 5.1840241212630644e-05, "loss_mape": 19.463153839111328}}, "23": {"train": {"loss_reduced": 0.00045092031359672546, "pred": 0.005490991286933422, "loss_l2": 1.3794896176477778e-06, "loss_mape": 2.604710102081299}}, "24": {"train": {"loss_reduced": 0.00018047355115413666, "pred": 0.004248912911862135, "loss_l2": 2.768022022792138e-05, "loss_mape": 29.152191162109375}}, "25": {"train": {"loss_reduced": 0.00020079780369997025, "pred": 0.002734800335019827, "loss_l2": 1.616056397324428e-05, "loss_mape": 20.020240783691406}, "valid": {"0": {"loss_reduced": 0.00020797736942768097, "pred": 0.0027550547383725643, "valid_loss_l2": 6.487603059213143e-06, "valid_loss_mape": 12.246896743774414}}}, "26": {"train": {"loss_reduced": 0.0003569163382053375, "pred": 0.00392510648816824, "loss_l2": 5.416097337729298e-06, "loss_mape": 6.5204386711120605}}, "27": {"train": {"loss_reduced": 0.000561123713850975, "pred": 0.0014073415659368038, "loss_l2": 1.1421344424888957e-05, "loss_mape": 6.022821426391602}}, "28": {"train": {"loss_reduced": -5.2539631724357605e-05, "pred": 0.0008804209646768868, "loss_l2": 2.2597182578465436e-06, "loss_mape": 28.611465454101562}}, "29": {"train": {"loss_reduced": 0.00023256707936525345, "pred": 0.0017371136927977204, "loss_l2": 4.2650694354051666e-07, "loss_mape": 2.808114528656006}}, "30": {"train": {"loss_reduced": 0.0003922386094927788, "pred": 0.0021297940984368324, "loss_l2": 1.7420740050511085e-06, "loss_mape": 3.3649837970733643}, "valid": {"0": {"loss_reduced": 0.0004730271175503731, "pred": 0.002176412381231785, "valid_loss_l2": 2.901521384046646e-06, "valid_loss_mape": 3.6010308265686035}}}, "31": {"train": {"loss_reduced": 0.00046259816735982895, "pred": 0.002436734037473798, "loss_l2": 2.8152142022008775e-06, "loss_mape": 3.627035617828369}}, "32": {"train": {"loss_reduced": -8.137989789247513e-05, "pred": 0.000949501758441329, "loss_l2": 6.3981819948821794e-06, "loss_mape": 31.082157135009766}}, "33": {"train": {"loss_reduced": 0.00010562967509031296, "pred": 0.0008028145530261099, "loss_l2": 7.708928819738503e-07, "loss_mape": 8.312106132507324}}, "34": {"train": {"loss_reduced": 0.0006047617644071579, "pred": 0.0015521456953138113, "loss_l2": 2.5184114349485753e-08, "loss_mape": 0.26240918040275574}}, "35": {"train": {"loss_reduced": -2.9324553906917572e-05, "pred": 0.0011950040934607387, "loss_l2": 2.4926907826738898e-06, "loss_mape": 53.839717864990234}, "valid": {"0": {"loss_reduced": 0.0008268756791949272, "pred": 0.001206334331072867, "valid_loss_l2": 1.439888706045167e-07, "valid_loss_mape": 0.45890653133392334}}}, "36": {"train": {"loss_reduced": 0.00037560146301984787, "pred": 0.0019507115939632058, "loss_l2": 7.825616421541781e-07, "loss_mape": 2.355222702026367}}, "37": {"train": {"loss_reduced": 0.0004953043535351753, "pred": 0.00038546015275642276, "loss_l2": 2.1752384782303125e-06, "loss_mape": 2.9777023792266846}}, "38": {"train": {"loss_reduced": 7.604807615280151e-05, "pred": 0.0009663199307397008, "loss_l2": 1.0281571150017044e-07, "loss_mape": 4.216397285461426}}, "39": {"train": {"loss_reduced": 0.000153406523168087, "pred": 0.0011000288650393486, "loss_l2": 6.600409960810794e-07, "loss_mape": 5.295922756195068}}, "40": {"train": {"loss_reduced": 0.0005089929327368736, "pred": 0.0009860738646239042, "loss_l2": 2.9092277031850244e-07, "loss_mape": 1.0596857070922852}, "valid": {"0": {"loss_reduced": 0.00037401076406240463, "pred": 0.0010040212655439973, "valid_loss_l2": 3.969132365000405e-07, "valid_loss_mape": 1.684471607208252}}}, "41": {"train": {"loss_reduced": 0.0003462694585323334, "pred": 0.0016164809931069613, "loss_l2": 4.903998274130572e-07, "loss_mape": 2.022371768951416}}, "42": {"train": {"loss_reduced": 0.00029428862035274506, "pred": 0.00031220095115713775, "loss_l2": 1.7310680959781166e-06, "loss_mape": 4.470783233642578}}, "43": {"train": {"loss_reduced": 0.0003877757117152214, "pred": 0.001353430561721325, "loss_l2": 4.036836642740127e-09, "loss_mape": 0.16384756565093994}}, "44": {"train": {"loss_reduced": 0.00026735011488199234, "pred": 0.0006664006505161524, "loss_l2": 1.1403743656046572e-06, "loss_mape": 3.9943244457244873}}, "45": {"train": {"loss_reduced": 0.00010925345122814178, "pred": 0.0007033286383375525, "loss_l2": 3.2018542128753325e-07, "loss_mape": 5.179234981536865}, "valid": {"0": {"loss_reduced": 0.000296969898045063, "pred": 0.0006932613905519247, "valid_loss_l2": 1.5704694078522152e-07, "valid_loss_mape": 1.3344500064849854}}}, "46": {"train": {"loss_reduced": 0.0002622995525598526, "pred": 0.0016611251048743725, "loss_l2": 2.137277732572329e-07, "loss_mape": 1.7625154256820679}}, "47": {"train": {"loss_reduced": 0.00011433567851781845, "pred": 0.0004391286347527057, "loss_l2": 2.394398961769184e-06, "loss_mape": 13.533698081970215}}, "48": {"train": {"loss_reduced": 0.0003968197852373123, "pred": 0.0028685801662504673, "loss_l2": 1.7149284214923455e-09, "loss_mape": 0.10435894876718521}}, "49": {"train": {"loss_reduced": 0.0001350734382867813, "pred": 0.000684090075083077, "loss_l2": 6.949564067326719e-06, "loss_mape": 19.516809463500977}}, "50": {"train": {"loss_reduced": 0.00041406136006116867, "pred": 0.0009660815121605992, "loss_l2": 1.4217812349670567e-07, "loss_mape": 0.9106504321098328}, "valid": {"0": {"loss_reduced": 0.0008435752242803574, "pred": 0.000912733725272119, "valid_loss_l2": 4.782898077593245e-09, "valid_loss_mape": 0.08198261260986328}}}, "51": {"train": {"loss_reduced": 0.00022776983678340912, "pred": 0.0018242127262055874, "loss_l2": 4.6213287419050175e-07, "loss_mape": 2.984607458114624}}, "52": {"train": {"loss_reduced": 0.00011429376900196075, "pred": 0.00026569556212052703, "loss_l2": 3.029931122000562e-06, "loss_mape": 15.22978687286377}}, "53": {"train": {"loss_reduced": 0.00045431405305862427, "pred": 0.0025082987267524004, "loss_l2": 3.329553877051694e-08, "loss_mape": 0.4016399085521698}}, "54": {"train": {"loss_reduced": 0.0004126355051994324, "pred": 0.0008768644765950739, "loss_l2": 4.209001417621039e-06, "loss_mape": 4.971906661987305}}, "55": {"train": {"loss_reduced": 0.00027858465909957886, "pred": 0.00037915509892627597, "loss_l2": 4.313385204568476e-07, "loss_mape": 2.357501268386841}, "valid": {"0": {"loss_reduced": 0.00033765286207199097, "pred": 0.00031908153323456645, "valid_loss_l2": 3.4489425204675683e-10, "valid_loss_mape": 0.05500124767422676}}}, "56": {"train": {"loss_reduced": 0.00016389694064855576, "pred": 0.0006402280414476991, "loss_l2": 3.18056159187563e-08, "loss_mape": 1.0881307125091553}}, "57": {"train": {"loss_reduced": 0.0002238582819700241, "pred": 0.0001256790419574827, "loss_l2": 1.867112473519228e-07, "loss_mape": 1.9302433729171753}}, "58": {"train": {"loss_reduced": 0.0004843929782509804, "pred": 0.0019155857153236866, "loss_l2": 1.27688821294214e-07, "loss_mape": 0.737697958946228}}, "59": {"train": {"loss_reduced": 0.00026075635105371475, "pred": 0.00018879587878473103, "loss_l2": 2.4870976176316617e-06, "loss_mape": 6.047996520996094}}, "60": {"train": {"loss_reduced": 0.0005079042166471481, "pred": 0.000836085993796587, "loss_l2": 7.589871131585824e-08, "loss_mape": 0.5424196124076843}, "valid": {"0": {"loss_reduced": 0.00030822958797216415, "pred": 0.0008829730795696378, "valid_loss_l2": 3.3033006729965564e-07, "valid_loss_mape": 1.864660382270813}}}, "61": {"train": {"loss_reduced": 0.0002460600808262825, "pred": 0.0015116942813619971, "loss_l2": 3.7216327086753154e-07, "loss_mape": 2.4792799949645996}}, "62": {"train": {"loss_reduced": 0.000665079802274704, "pred": 0.00021130152163095772, "loss_l2": 7.846581411286024e-07, "loss_mape": 1.3318842649459839}}, "63": {"train": {"loss_reduced": 0.0003157295286655426, "pred": 0.0004287483752705157, "loss_l2": 7.600197804435993e-09, "loss_mape": 0.276119589805603}}, "64": {"train": {"loss_reduced": 5.2539631724357605e-05, "pred": 0.0006846367614343762, "loss_l2": 1.390264827705323e-07, "loss_mape": 7.0967864990234375}}, "65": {"train": {"loss_reduced": 0.0004064040258526802, "pred": 0.0006926570786163211, "loss_l2": 1.0401631556078428e-07, "loss_mape": 0.7935836911201477}, "valid": {"0": {"loss_reduced": 9.019672870635986e-05, "pred": 0.0006575513398274779, "valid_loss_l2": 3.2189126386583666e-07, "valid_loss_mape": 6.290190696716309}}}, "66": {"train": {"loss_reduced": 0.00025168992578983307, "pred": 0.0011153263039886951, "loss_l2": 1.6306462669035682e-07, "loss_mape": 1.604405164718628}}, "67": {"train": {"loss_reduced": 0.00020912941545248032, "pred": 8.66068949108012e-05, "loss_l2": 7.218424116217648e-07, "loss_mape": 4.062618732452393}}, "68": {"train": {"loss_reduced": 0.0004525706171989441, "pred": 0.001027328777126968, "loss_l2": 1.0560080454524723e-07, "loss_mape": 0.7180377244949341}}, "69": {"train": {"loss_reduced": 0.0002729138359427452, "pred": 0.0006238555070012808, "loss_l2": 5.14183625455189e-07, "loss_mape": 2.6274447441101074}}, "70": {"train": {"loss_reduced": 0.00014435872435569763, "pred": 0.00023346705711446702, "loss_l2": 1.9555010055682942e-07, "loss_mape": 3.063275098800659}, "valid": {"0": {"loss_reduced": 0.0004926025867462158, "pred": 0.00027194415451958776, "valid_loss_l2": 4.869014347264056e-08, "valid_loss_mape": 0.44794413447380066}}}, "71": {"train": {"loss_reduced": 0.0005179625004529953, "pred": 0.0038545916322618723, "loss_l2": 6.701008459231161e-08, "loss_mape": 0.4997718036174774}}, "72": {"train": {"loss_reduced": 0.0004065064713358879, "pred": 0.00020170060452073812, "loss_l2": 1.1238388651690912e-05, "loss_mape": 8.246783256530762}}, "73": {"train": {"loss_reduced": 0.0003022514283657074, "pred": 0.0008030828321352601, "loss_l2": 6.901621052435303e-09, "loss_mape": 0.2748572528362274}}, "74": {"train": {"loss_reduced": 2.744235098361969e-05, "pred": 0.0025274567306041718, "loss_l2": 5.993338163534645e-07, "loss_mape": 28.210649490356445}}, "75": {"train": {"loss_reduced": 0.00022184476256370544, "pred": 0.002113323425874114, "loss_l2": 6.063886758056469e-06, "loss_mape": 11.100086212158203}, "valid": {"0": {"loss_reduced": 0.0002910345792770386, "pred": 0.002067151013761759, "valid_loss_l2": 3.1545896490570158e-06, "valid_loss_mape": 6.1027679443359375}}}, "76": {"train": {"loss_reduced": 0.0004727458581328392, "pred": 0.0005397681379690766, "loss_l2": 2.4092855710478034e-06, "loss_mape": 3.283344268798828}}, "77": {"train": {"loss_reduced": 0.0002587670460343361, "pred": 0.0032869060523808002, "loss_l2": 6.770649463305745e-08, "loss_mape": 1.0055558681488037}}, "78": {"train": {"loss_reduced": 0.0006151450797915459, "pred": 0.0010100684594362974, "loss_l2": 7.4430131462577265e-06, "loss_mape": 4.435032844543457}}, "79": {"train": {"loss_reduced": 0.0001254640519618988, "pred": 0.00028315247618593276, "loss_l2": 8.039230010581377e-07, "loss_mape": 7.14640998840332}}, "80": {"train": {"loss_reduced": 0.00019998755306005478, "pred": 0.000699231110047549, "loss_l2": 9.990265503745377e-09, "loss_mape": 0.49978768825531006}, "valid": {"0": {"loss_reduced": -0.0001376895233988762, "pred": 0.0007441311608999968, "valid_loss_l2": 7.776077382004587e-07, "valid_loss_mape": 6.40441370010376}}}, "81": {"train": {"loss_reduced": 0.00011935736984014511, "pred": 0.0009917039424180984, "loss_l2": 3.6359347177494783e-07, "loss_mape": 5.051947116851807}}, "82": {"train": {"loss_reduced": 0.0003260252997279167, "pred": 0.00046414093230850995, "loss_l2": 4.4952042799195624e-07, "loss_mape": 2.0564749240875244}}, "83": {"train": {"loss_reduced": 0.00042148027569055557, "pred": 0.000468011770863086, "loss_l2": 2.7521496193116946e-09, "loss_mape": 0.12446830421686172}}, "84": {"train": {"loss_reduced": 0.00024031847715377808, "pred": 0.00044563779374584556, "loss_l2": 5.1890818753008716e-08, "loss_mape": 0.9478903412818909}}, "85": {"train": {"loss_reduced": 0.0005520321428775787, "pred": 0.000731801672372967, "loss_l2": 6.079807324255171e-09, "loss_mape": 0.14124742150306702}, "valid": {"0": {"loss_reduced": 0.0003252606838941574, "pred": 0.0006877848645672202, "valid_loss_l2": 1.3142377497388225e-07, "valid_loss_mape": 1.1145650148391724}}}, "86": {"train": {"loss_reduced": 0.0003516487777233124, "pred": 0.0004406180523801595, "loss_l2": 1.1404232225231681e-07, "loss_mape": 0.9603375196456909}}, "87": {"train": {"loss_reduced": 0.0003628907725214958, "pred": 0.0012968915980309248, "loss_l2": 9.89385107175167e-09, "loss_mape": 0.27409857511520386}}, "88": {"train": {"loss_reduced": 9.420700371265411e-05, "pred": 0.00015360291581600904, "loss_l2": 1.39161522838549e-06, "loss_mape": 12.522077560424805}}, "89": {"train": {"loss_reduced": 0.0004666019231081009, "pred": 0.0006345317233353853, "loss_l2": 1.015938906334668e-07, "loss_mape": 0.6831046938896179}}, "90": {"train": {"loss_reduced": 0.00014686305075883865, "pred": 0.001005794620141387, "loss_l2": 2.460961923134164e-07, "loss_mape": 3.3778464794158936}, "valid": {"0": {"loss_reduced": 0.0003082267940044403, "pred": 0.0009819448459893465, "valid_loss_l2": 4.538960070021858e-07, "valid_loss_mape": 2.185786724090576}}}, "91": {"train": {"loss_reduced": 0.0003191456198692322, "pred": 0.0005138232372701168, "loss_l2": 4.892098104392062e-07, "loss_mape": 2.191586971282959}}, "92": {"train": {"loss_reduced": 0.000398159958422184, "pred": 0.0023468034341931343, "loss_l2": 1.53059129814892e-08, "loss_mape": 0.3107220232486725}}, "93": {"train": {"loss_reduced": 0.0003488995134830475, "pred": 0.00038854306330904365, "loss_l2": 4.211009127175203e-06, "loss_mape": 5.88156270980835}}, "94": {"train": {"loss_reduced": 1.3338401913642883e-05, "pred": 0.00010506893158890307, "loss_l2": 1.5479224657610757e-07, "loss_mape": 29.496522903442383}}, "95": {"train": {"loss_reduced": 3.560539335012436e-05, "pred": 0.0008075862424448133, "loss_l2": 4.276738962971649e-09, "loss_mape": 1.836709976196289}, "valid": {"0": {"loss_reduced": 0.0007991306483745575, "pred": 0.0008594567771069705, "valid_loss_l2": 3.6392417968045265e-09, "valid_loss_mape": 0.07548969238996506}}}, "96": {"train": {"loss_reduced": 0.00040845200419425964, "pred": 0.0003754737554118037, "loss_l2": 1.6747367226344068e-07, "loss_mape": 1.0019181966781616}}, "97": {"train": {"loss_reduced": -4.1311606764793396e-05, "pred": 0.0006141765043139458, "loss_l2": 1.584106996688206e-07, "loss_mape": 9.634300231933594}}, "98": {"train": {"loss_reduced": 0.00024960003793239594, "pred": 0.00020763816428370774, "loss_l2": 1.8582294103453023e-07, "loss_mape": 1.7270504236221313}}, "99": {"train": {"loss_reduced": 0.00024196598678827286, "pred": 0.00017673471302259713, "loss_l2": 1.5658129237650087e-09, "loss_mape": 0.16353684663772583}}, "100": {"train": {"loss_reduced": 0.0006713420152664185, "pred": 0.0005829706788063049, "loss_l2": 2.966805539017514e-07, "loss_mape": 0.8113359212875366}, "valid": {"0": {"loss_reduced": 0.0007377220317721367, "pred": 0.0006114597781561315, "valid_loss_l2": 1.5942156039727706e-08, "valid_loss_mape": 0.1711515337228775}}}, "101": {"train": {"loss_reduced": 0.00026470888406038284, "pred": 0.00036705052480101585, "loss_l2": 1.1759338036654299e-07, "loss_mape": 1.2954567670822144}}, "102": {"train": {"loss_reduced": 0.0005471603944897652, "pred": 0.0028757890686392784, "loss_l2": 2.3799476167596367e-08, "loss_mape": 0.2819480299949646}}, "103": {"train": {"loss_reduced": 0.00040568970143795013, "pred": 0.0004993630573153496, "loss_l2": 5.673806299455464e-06, "loss_mape": 5.871421813964844}}, "104": {"train": {"loss_reduced": 3.998447209596634e-05, "pred": 0.00013404086348600686, "loss_l2": 2.3448760089195275e-07, "loss_mape": 12.110681533813477}}, "105": {"train": {"loss_reduced": 0.00033672992140054703, "pred": 0.0010704968590289354, "loss_l2": 3.015815863705029e-08, "loss_mape": 0.5157279968261719}, "valid": {"0": {"loss_reduced": 0.00019128341227769852, "pred": 0.0009817315731197596, "valid_loss_l2": 6.248083082027733e-07, "valid_loss_mape": 4.132340431213379}}}, "106": {"train": {"loss_reduced": 0.00025907251983880997, "pred": 0.00035880261566489935, "loss_l2": 5.086848204882699e-07, "loss_mape": 2.7529799938201904}}, "107": {"train": {"loss_reduced": 0.000315357930958271, "pred": 0.002253985032439232, "loss_l2": 3.8665240453816807e-10, "loss_mape": 0.06235289201140404}}, "108": {"train": {"loss_reduced": 0.00028277188539505005, "pred": 0.0004827324883081019, "loss_l2": 3.965506948588882e-06, "loss_mape": 7.042277812957764}}, "109": {"train": {"loss_reduced": 0.00015278160572052002, "pred": 3.5175762604922056e-05, "loss_l2": 1.0549513262958499e-07, "loss_mape": 2.125911235809326}}, "110": {"train": {"loss_reduced": 0.0007813470438122749, "pred": 0.0005346994730643928, "loss_l2": 5.512611664926226e-07, "loss_mape": 0.9502430558204651}, "valid": {"0": {"loss_reduced": 0.0003390274941921234, "pred": 0.000548293290194124, "valid_loss_l2": 4.3792173443080173e-08, "valid_loss_mape": 0.6172531843185425}}}, "111": {"train": {"loss_reduced": 0.00045614130795001984, "pred": 9.934737317962572e-05, "loss_l2": 6.793154039286264e-09, "loss_mape": 0.1806909143924713}}, "112": {"train": {"loss_reduced": 0.00019719451665878296, "pred": 0.0014773195143789053, "loss_l2": 6.684495623687781e-09, "loss_mape": 0.41460973024368286}}, "113": {"train": {"loss_reduced": 0.00040730927139520645, "pred": 0.00011205671762581915, "loss_l2": 1.1871458127643564e-06, "loss_mape": 2.6750242710113525}}, "114": {"train": {"loss_reduced": 0.0001994473859667778, "pred": 0.00021828811441082507, "loss_l2": 5.933420865744665e-09, "loss_mape": 0.3862106204032898}}, "115": {"train": {"loss_reduced": 2.9916875064373016e-05, "pred": 0.0009455068502575159, "loss_l2": 4.24311963342916e-08, "loss_mape": 6.885356426239014}, "valid": {"0": {"loss_reduced": 0.00043396465480327606, "pred": 0.0009991799015551805, "valid_loss_l2": 3.194682847151853e-07, "valid_loss_mape": 1.3024452924728394}}}, "116": {"train": {"loss_reduced": 0.00016514025628566742, "pred": 0.0003132929268758744, "loss_l2": 5.973505494694109e-07, "loss_mape": 4.68017053604126}}, "117": {"train": {"loss_reduced": 6.008520722389221e-05, "pred": 0.001624872675165534, "loss_l2": 4.834182121271624e-08, "loss_mape": 3.6592657566070557}}, "118": {"train": {"loss_reduced": 0.00039188843220472336, "pred": 0.0004519368812907487, "loss_l2": 1.8077062122756615e-06, "loss_mape": 3.4308481216430664}}, "119": {"train": {"loss_reduced": 0.0005728509277105331, "pred": 8.446405263384804e-05, "loss_l2": 1.7052096623615398e-08, "loss_mape": 0.22795403003692627}}, "120": {"train": {"loss_reduced": 0.000391264446079731, "pred": 0.000131751672597602, "loss_l2": 9.856292138010758e-08, "loss_mape": 0.8023916482925415}, "valid": {"0": {"loss_reduced": 0.00028560589998960495, "pred": 0.00019767347839660943, "valid_loss_l2": 7.732110951508275e-09, "valid_loss_mape": 0.3078802824020386}}}, "121": {"train": {"loss_reduced": -3.714766353368759e-05, "pred": 0.0003541967016644776, "loss_l2": 3.853331165259988e-08, "loss_mape": 5.284290313720703}}, "122": {"train": {"loss_reduced": 0.0003313180059194565, "pred": 0.0006715584313496947, "loss_l2": 4.426429001114229e-09, "loss_mape": 0.2008083313703537}}, "123": {"train": {"loss_reduced": 0.0003379620611667633, "pred": 6.327405571937561e-05, "loss_l2": 1.0518356674538154e-07, "loss_mape": 0.9596348404884338}}, "124": {"train": {"loss_reduced": 0.000551578588783741, "pred": 0.0002655101416166872, "loss_l2": 2.3352883715688222e-07, "loss_mape": 0.8761184811592102}}, "125": {"train": {"loss_reduced": 0.0004896447062492371, "pred": 0.0009618697222322226, "loss_l2": 8.121044459130644e-08, "loss_mape": 0.5820025205612183}, "valid": {"0": {"loss_reduced": 0.00021893717348575592, "pred": 0.0011192974634468555, "valid_loss_l2": 8.106486575343297e-07, "valid_loss_mape": 4.1124138832092285}}}, "126": {"train": {"loss_reduced": 0.00030614156275987625, "pred": 0.00020027070422656834, "loss_l2": 5.513082328434393e-07, "loss_mape": 2.4253530502319336}}, "127": {"train": {"loss_reduced": 0.0003013657405972481, "pred": 0.001645534299314022, "loss_l2": 8.948514818030162e-09, "loss_mape": 0.3138929605484009}}, "128": {"train": {"loss_reduced": 0.0003373594954609871, "pred": 0.0005861756508238614, "loss_l2": 1.7306174413533881e-06, "loss_mape": 3.8994882106781006}}, "129": {"train": {"loss_reduced": 0.00031830836087465286, "pred": 0.00017635039694141597, "loss_l2": 7.44976915711959e-08, "loss_mape": 0.8574787378311157}}, "130": {"train": {"loss_reduced": 7.724948227405548e-05, "pred": 0.0002533919468987733, "loss_l2": 9.703091663482155e-09, "loss_mape": 1.2751446962356567}, "valid": {"0": {"loss_reduced": 0.00038940832018852234, "pred": 0.0002311351418029517, "valid_loss_l2": 2.50503990883999e-08, "valid_loss_mape": 0.40644529461860657}}}, "131": {"train": {"loss_reduced": 0.00035285763442516327, "pred": 0.0016108319396153092, "loss_l2": 1.338223221125645e-08, "loss_mape": 0.3278421461582184}}, "132": {"train": {"loss_reduced": 0.0003811884671449661, "pred": 0.00018639965855982155, "loss_l2": 1.4727293091709726e-06, "loss_mape": 3.1836235523223877}}, "133": {"train": {"loss_reduced": 0.0002595316618680954, "pred": 0.0002734407316893339, "loss_l2": 4.873446979303253e-09, "loss_mape": 0.2689848244190216}}, "134": {"train": {"loss_reduced": 0.0003165910020470619, "pred": 0.0010916553437709808, "loss_l2": 1.573441488211813e-09, "loss_mape": 0.12529297173023224}}, "135": {"train": {"loss_reduced": 0.00015617907047271729, "pred": 0.0009176117018796504, "loss_l2": 1.1004875659637037e-06, "loss_mape": 6.716913223266602}, "valid": {"0": {"loss_reduced": 0.00022938940674066544, "pred": 0.0008959012338891625, "valid_loss_l2": 4.442380259206402e-07, "valid_loss_mape": 2.9055912494659424}}}, "136": {"train": {"loss_reduced": 0.0002031363546848297, "pred": 0.00013054287410341203, "loss_l2": 4.5178742880125355e-07, "loss_mape": 3.3088676929473877}}, "137": {"train": {"loss_reduced": 0.0003756340593099594, "pred": 0.0016397980507463217, "loss_l2": 5.233670563598025e-08, "loss_mape": 0.6090293526649475}}, "138": {"train": {"loss_reduced": 0.00023875664919614792, "pred": 0.0005396611522883177, "loss_l2": 1.963403519766871e-06, "loss_mape": 5.868799686431885}}, "139": {"train": {"loss_reduced": 0.0002277875319123268, "pred": 0.00018933025421574712, "loss_l2": 8.975246146292193e-08, "loss_mape": 1.315204381942749}}, "140": {"train": {"loss_reduced": 0.0003891121596097946, "pred": 0.00044846220407634974, "loss_l2": 4.5387260172446986e-08, "loss_mape": 0.5475101470947266}, "valid": {"0": {"loss_reduced": 0.0005835872143507004, "pred": 0.0004004224028903991, "valid_loss_l2": 3.354934818844413e-08, "valid_loss_mape": 0.3138602077960968}}}, "141": {"train": {"loss_reduced": 0.0002492191269993782, "pred": 0.0002429687447147444, "loss_l2": 5.5752224170646514e-08, "loss_mape": 0.9474356770515442}}, "142": {"train": {"loss_reduced": 0.0001874193549156189, "pred": 0.0008409618167206645, "loss_l2": 4.785112750482767e-09, "loss_mape": 0.3690894544124603}}, "143": {"train": {"loss_reduced": 0.0005091624334454536, "pred": 0.0002744213561527431, "loss_l2": 1.076138218536471e-07, "loss_mape": 0.6442844867706299}}, "144": {"train": {"loss_reduced": 0.0004040626809000969, "pred": 0.00027233874425292015, "loss_l2": 1.623504175540802e-08, "loss_mape": 0.31533920764923096}}, "145": {"train": {"loss_reduced": -7.479917258024216e-05, "pred": 0.0001387827069265768, "loss_l2": 1.1433570534791215e-07, "loss_mape": 4.520579814910889}, "valid": {"0": {"loss_reduced": 0.0003347378224134445, "pred": 0.0001338789297733456, "valid_loss_l2": 4.034429323951372e-08, "valid_loss_mape": 0.6000484228134155}}}, "146": {"train": {"loss_reduced": 0.0003652302548289299, "pred": 0.0013969538267701864, "loss_l2": 5.072757147672746e-08, "loss_mape": 0.6166735291481018}}, "147": {"train": {"loss_reduced": 0.0003872578963637352, "pred": 0.0002561367582529783, "loss_l2": 1.0690800991142169e-06, "loss_mape": 2.6699604988098145}}, "148": {"train": {"loss_reduced": 0.000348702073097229, "pred": 0.0005661869654431939, "loss_l2": 6.445795452947323e-09, "loss_mape": 0.2302415668964386}}, "149": {"train": {"loss_reduced": 0.00017331354320049286, "pred": 0.0008417207282036543, "loss_l2": 1.420225146375742e-07, "loss_mape": 2.174433469772339}}, "150": {"train": {"loss_reduced": 0.00010807719081640244, "pred": 0.000558465369977057, "loss_l2": 5.403015848060022e-07, "loss_mape": 6.801177024841309}, "valid": {"0": {"loss_reduced": 0.000341302715241909, "pred": 0.0005652272375300527, "valid_loss_l2": 5.0142190843871504e-08, "valid_loss_mape": 0.6560876965522766}}}, "151": {"train": {"loss_reduced": 0.0002694902941584587, "pred": 0.00013917736941948533, "loss_l2": 8.734862433357193e-08, "loss_mape": 1.0966925621032715}}, "152": {"train": {"loss_reduced": 0.000298231840133667, "pred": 0.0016205543652176857, "loss_l2": 2.414297917141539e-08, "loss_mape": 0.5210044384002686}}, "153": {"train": {"loss_reduced": 0.0004154304042458534, "pred": 0.0003084476920776069, "loss_l2": 1.358539520879276e-06, "loss_mape": 2.805678367614746}}, "154": {"train": {"loss_reduced": 0.00046215299516916275, "pred": 9.947890066541731e-05, "loss_l2": 1.4971446304912206e-08, "loss_mape": 0.2647561728954315}}, "155": {"train": {"loss_reduced": -0.0003626476973295212, "pred": 0.00022613501641899347, "loss_l2": 1.9096570724741468e-07, "loss_mape": 1.2050158977508545}, "valid": {"0": {"loss_reduced": 0.0003718435764312744, "pred": 0.00024172358098439872, "valid_loss_l2": 1.6931213764337372e-08, "valid_loss_mape": 0.34993207454681396}}}, "156": {"train": {"loss_reduced": 0.00033887196332216263, "pred": 0.00179377943277359, "loss_l2": 1.3314790159313361e-08, "loss_mape": 0.340511292219162}}, "157": {"train": {"loss_reduced": 0.0002988642081618309, "pred": 0.0001372050610370934, "loss_l2": 2.3138161395763746e-06, "loss_mape": 5.0896806716918945}}, "158": {"train": {"loss_reduced": 0.0002177320420742035, "pred": 0.00027591976686380804, "loss_l2": 6.553530162989318e-09, "loss_mape": 0.3718050718307495}}, "159": {"train": {"loss_reduced": 0.0004124213010072708, "pred": 0.0012521828757598996, "loss_l2": 1.82390156311385e-08, "loss_mape": 0.32746103405952454}}, "160": {"train": {"loss_reduced": 0.0002323109656572342, "pred": 0.0013422773918136954, "loss_l2": 9.113732630794402e-07, "loss_mape": 4.109400272369385}, "valid": {"0": {"loss_reduced": 0.0002544643357396126, "pred": 0.0013480593916028738, "valid_loss_l2": 1.1959501762248692e-06, "valid_loss_mape": 4.297636032104492}}}, "161": {"train": {"loss_reduced": 0.00041240081191062927, "pred": 5.2090319513808936e-05, "loss_l2": 9.341114832750463e-07, "loss_mape": 2.3435802459716797}}, "162": {"train": {"loss_reduced": 0.0003426307812333107, "pred": 0.0012214251328259706, "loss_l2": 8.239798887643701e-08, "loss_mape": 0.8377837538719177}}, "163": {"train": {"loss_reduced": 0.0001630624756217003, "pred": 0.000929611676838249, "loss_l2": 1.2195629324196489e-06, "loss_mape": 6.772485256195068}}, "164": {"train": {"loss_reduced": 0.00023810938000679016, "pred": 0.00039207152440212667, "loss_l2": 4.1112056692327315e-07, "loss_mape": 2.6928248405456543}}, "165": {"train": {"loss_reduced": 0.000544324517250061, "pred": 0.0002969752240460366, "loss_l2": 1.988538222974512e-08, "loss_mape": 0.2590652108192444}, "valid": {"0": {"loss_reduced": 0.00023109186440706253, "pred": 0.00032308409572578967, "valid_loss_l2": 8.462570200151731e-09, "valid_loss_mape": 0.39807647466659546}}}, "166": {"train": {"loss_reduced": 0.00011875852942466736, "pred": 0.00015561588224954903, "loss_l2": 3.714296425982866e-08, "loss_mape": 1.6228317022323608}}, "167": {"train": {"loss_reduced": 0.0004512108862400055, "pred": 0.0017857486382126808, "loss_l2": 7.229754572790625e-08, "loss_mape": 0.5959120988845825}}, "168": {"train": {"loss_reduced": 0.00038705021142959595, "pred": 0.00032697804272174835, "loss_l2": 1.745766780913982e-06, "loss_mape": 3.413703441619873}}, "169": {"train": {"loss_reduced": 0.00011300016194581985, "pred": 5.3092393500264734e-05, "loss_l2": 5.957065596362554e-08, "loss_mape": 2.1599173545837402}}, "170": {"train": {"loss_reduced": 0.0002613011747598648, "pred": 0.0004816786968149245, "loss_l2": 5.072091013857971e-08, "loss_mape": 0.8618906140327454}, "valid": {"0": {"loss_reduced": 0.0006362739950418472, "pred": 0.0004798758018296212, "valid_loss_l2": 2.4460394598690982e-08, "valid_loss_mape": 0.24580320715904236}}}, "171": {"train": {"loss_reduced": 0.00012005213648080826, "pred": 0.00015689994324930012, "loss_l2": 1.30509505424925e-07, "loss_mape": 3.0092008113861084}}, "172": {"train": {"loss_reduced": 0.0005603432655334473, "pred": 0.002188809448853135, "loss_l2": 1.205004878102045e-07, "loss_mape": 0.6194984912872314}}, "173": {"train": {"loss_reduced": 0.00026979949325323105, "pred": 0.0004817367880605161, "loss_l2": 3.1837878395890584e-06, "loss_mape": 6.6134934425354}}, "174": {"train": {"loss_reduced": 0.00018679257482290268, "pred": 2.3768678147462197e-05, "loss_l2": 1.0557103280461888e-07, "loss_mape": 1.7394533157348633}}, "175": {"train": {"loss_reduced": 0.0005078548565506935, "pred": 0.00027515023248270154, "loss_l2": 2.2721887660281936e-07, "loss_mape": 0.9386044144630432}, "valid": {"0": {"loss_reduced": 0.0002999119460582733, "pred": 0.0003512343391776085, "valid_loss_l2": 2.6339881387116293e-09, "valid_loss_mape": 0.1711248755455017}}}, "176": {"train": {"loss_reduced": 0.0003869738429784775, "pred": 0.001750358147546649, "loss_l2": 9.804768552612586e-09, "loss_mape": 0.2558804154396057}}, "177": {"train": {"loss_reduced": 0.0005039200186729431, "pred": 0.0001695647370070219, "loss_l2": 1.4743453675691853e-06, "loss_mape": 2.4095613956451416}}, "178": {"train": {"loss_reduced": 0.00048511289060115814, "pred": 0.00015899786376394331, "loss_l2": 9.413702883875885e-08, "loss_mape": 0.6324663758277893}}, "179": {"train": {"loss_reduced": -1.134723424911499e-05, "pred": 0.000638113240711391, "loss_l2": 2.8755298586702338e-08, "loss_mape": 14.944070816040039}}, "180": {"train": {"loss_reduced": -8.62274318933487e-05, "pred": 0.0007972337771207094, "loss_l2": 5.23622986747796e-07, "loss_mape": 8.391969680786133}, "valid": {"0": {"loss_reduced": 0.00031365640461444855, "pred": 0.000796198146417737, "valid_loss_l2": 2.3284653138944122e-07, "valid_loss_mape": 1.5384405851364136}}}, "181": {"train": {"loss_reduced": 0.00027234386652708054, "pred": 9.009437053464353e-05, "loss_l2": 2.6558768695394974e-07, "loss_mape": 1.8922842741012573}}, "182": {"train": {"loss_reduced": 0.00024476833641529083, "pred": 0.0011065329890698195, "loss_l2": 2.5989729479647394e-08, "loss_mape": 0.6586362719535828}}, "183": {"train": {"loss_reduced": 0.0003626057878136635, "pred": 0.0005357899935916066, "loss_l2": 5.795334914182604e-07, "loss_mape": 2.099445104598999}}, "184": {"train": {"loss_reduced": 0.00041735079139471054, "pred": 0.0002370514121139422, "loss_l2": 1.2539497440400282e-08, "loss_mape": 0.26831120252609253}}, "185": {"train": {"loss_reduced": 7.90199264883995e-05, "pred": 0.00011524488218128681, "loss_l2": 1.02207451391223e-08, "loss_mape": 1.2793949842453003}, "valid": {"0": {"loss_reduced": 0.0003185635432600975, "pred": 0.00015485932817682624, "valid_loss_l2": 2.6799069630101258e-08, "valid_loss_mape": 0.5138824582099915}}}, "186": {"train": {"loss_reduced": 0.0002879016101360321, "pred": 0.0012096140999346972, "loss_l2": 2.1534447114390787e-08, "loss_mape": 0.5097095370292664}}, "187": {"train": {"loss_reduced": 0.00033318717032670975, "pred": 0.0001100827066693455, "loss_l2": 7.114514346540091e-07, "loss_mape": 2.5315375328063965}}, "188": {"train": {"loss_reduced": 0.00029597245156764984, "pred": 0.00019084280938841403, "loss_l2": 2.8949928676524905e-08, "loss_mape": 0.5748737454414368}}, "189": {"train": {"loss_reduced": 0.00010877847671508789, "pred": 0.0006221273215487599, "loss_l2": 1.1669867738817175e-08, "loss_mape": 0.9930931329727173}}, "190": {"train": {"loss_reduced": 4.5833177864551544e-05, "pred": 0.0006042143795639277, "loss_l2": 3.9560512732350617e-07, "loss_mape": 13.723060607910156}, "valid": {"0": {"loss_reduced": 0.0009008599445223808, "pred": 0.0006201611249707639, "valid_loss_l2": 7.879182817305264e-08, "valid_loss_mape": 0.3115898668766022}}}, "191": {"train": {"loss_reduced": 6.629433482885361e-05, "pred": 0.00010499740892555565, "loss_l2": 2.304636979033603e-07, "loss_mape": 7.241438388824463}}, "192": {"train": {"loss_reduced": 0.00023565813899040222, "pred": 0.0011280407197773457, "loss_l2": 1.6881504194543595e-08, "loss_mape": 0.5513445734977722}}, "193": {"train": {"loss_reduced": 0.0005109682679176331, "pred": 0.0005444900598376989, "loss_l2": 3.839905104996433e-07, "loss_mape": 1.2127361297607422}}, "194": {"train": {"loss_reduced": 0.0004126736894249916, "pred": 0.00023837597109377384, "loss_l2": 2.129973886155767e-08, "loss_mape": 0.35365545749664307}}, "195": {"train": {"loss_reduced": 0.0002926895394921303, "pred": 0.00016232061898335814, "loss_l2": 5.719276163773657e-09, "loss_mape": 0.258382648229599}, "valid": {"0": {"loss_reduced": 0.00029229652136564255, "pred": 0.00020750329713337123, "valid_loss_l2": 7.1898909048684345e-09, "valid_loss_mape": 0.29009318351745605}}}, "196": {"train": {"loss_reduced": 0.00025686994194984436, "pred": 0.0009853093652054667, "loss_l2": 1.8896564313308772e-09, "loss_mape": 0.16923031210899353}}, "197": {"train": {"loss_reduced": 0.0005820300430059433, "pred": 0.00010428435052745044, "loss_l2": 8.274702878452445e-08, "loss_mape": 0.4942319393157959}}, "198": {"train": {"loss_reduced": 0.00017686467617750168, "pred": 0.0001015580419334583, "loss_l2": 3.3590033532426844e-10, "loss_mape": 0.10362490266561508}}, "199": {"train": {"loss_reduced": 0.00029106251895427704, "pred": 0.0005846737767569721, "loss_l2": 3.5822740329649605e-08, "loss_mape": 0.650269091129303}}, "200": {"train": {"loss_reduced": 8.12821090221405e-05, "pred": 0.0002850543532986194, "loss_l2": 3.0691583674524736e-07, "loss_mape": 6.815766334533691}, "valid": {"0": {"loss_reduced": 0.0002967454493045807, "pred": 0.0002859891392290592, "valid_loss_l2": 1.1569820795864771e-10, "valid_loss_mape": 0.03624759986996651}}}, "201": {"train": {"loss_reduced": 0.0002714451402425766, "pred": 0.0009320657118223608, "loss_l2": 5.962186855335005e-10, "loss_mape": 0.08995404839515686}}, "202": {"train": {"loss_reduced": 0.0003841780126094818, "pred": 8.649105438962579e-05, "loss_l2": 3.3357056850036315e-07, "loss_mape": 1.5033543109893799}}, "203": {"train": {"loss_reduced": 0.00023284461349248886, "pred": 0.00021035171812400222, "loss_l2": 2.6022714649798218e-08, "loss_mape": 0.6928035616874695}}, "204": {"train": {"loss_reduced": 0.00023127347230911255, "pred": 0.0007904297672212124, "loss_l2": 1.4543696802427064e-10, "loss_mape": 0.05214487016201019}}, "205": {"train": {"loss_reduced": 0.0004344731569290161, "pred": 0.0007616613293066621, "loss_l2": 1.704508463262755e-07, "loss_mape": 0.9502472877502441}, "valid": {"0": {"loss_reduced": 0.0003945250064134598, "pred": 0.0007188402814790606, "valid_loss_l2": 1.0518039772478005e-07, "valid_loss_mape": 0.8220398426055908}}}, "206": {"train": {"loss_reduced": 0.0001441584900021553, "pred": 9.006343316286802e-05, "loss_l2": 3.440351576955436e-07, "loss_mape": 4.068751811981201}}, "207": {"train": {"loss_reduced": 0.0004644067957997322, "pred": 0.0013178040971979499, "loss_l2": 1.37191548787996e-07, "loss_mape": 0.7975631952285767}}, "208": {"train": {"loss_reduced": 0.00044196657836437225, "pred": 0.0006485572666861117, "loss_l2": 7.183591606008122e-07, "loss_mape": 1.9177031517028809}}, "209": {"train": {"loss_reduced": 0.00015898142009973526, "pred": 0.00014369317796081305, "loss_l2": 2.511033869723178e-07, "loss_mape": 3.151954412460327}}, "210": {"train": {"loss_reduced": 0.00020914338529109955, "pred": 6.903844769112766e-05, "loss_l2": 5.949456038933931e-09, "loss_mape": 0.3688030540943146}, "valid": {"0": {"loss_reduced": 0.0003927377983927727, "pred": 0.00011791784345405176, "valid_loss_l2": 7.552601033466999e-08, "valid_loss_mape": 0.6997542977333069}}}, "211": {"train": {"loss_reduced": 0.0005195438861846924, "pred": 0.0013174506602808833, "loss_l2": 1.7334384949663217e-07, "loss_mape": 0.801367998123169}}, "212": {"train": {"loss_reduced": 0.00023255310952663422, "pred": 0.00015918162534944713, "loss_l2": 8.625364102954336e-07, "loss_mape": 3.9936184883117676}}, "213": {"train": {"loss_reduced": 0.00018672645092010498, "pred": 0.0001078642308129929, "loss_l2": 3.894683686667122e-09, "loss_mape": 0.3342183232307434}}, "214": {"train": {"loss_reduced": 0.0002041766420006752, "pred": 0.0005585286417044699, "loss_l2": 7.609118668483461e-09, "loss_mape": 0.4272294044494629}}, "215": {"train": {"loss_reduced": 0.00038574449717998505, "pred": 0.0010259088594466448, "loss_l2": 3.5729861735944723e-08, "loss_mape": 0.4900223910808563}, "valid": {"0": {"loss_reduced": 0.00038626231253147125, "pred": 0.0009911591187119484, "valid_loss_l2": 3.6590014929061e-07, "valid_loss_mape": 1.566025972366333}}}, "216": {"train": {"loss_reduced": 0.0002771560102701187, "pred": 4.460922355065122e-05, "loss_l2": 4.295202984394564e-07, "loss_mape": 2.3646535873413086}}, "217": {"train": {"loss_reduced": 0.0003160294145345688, "pred": 0.0008036401122808456, "loss_l2": 8.0178899963812e-08, "loss_mape": 0.8959887027740479}}, "218": {"train": {"loss_reduced": 0.00031358934938907623, "pred": 0.0010031915735453367, "loss_l2": 1.488415222183903e-07, "loss_mape": 1.2302708625793457}}, "219": {"train": {"loss_reduced": 0.00027180183678865433, "pred": 0.00047068842104636133, "loss_l2": 8.005902714103286e-07, "loss_mape": 3.2919464111328125}}, "220": {"train": {"loss_reduced": 0.00011083483695983887, "pred": 7.077920599840581e-05, "loss_l2": 9.491640184933203e-08, "loss_mape": 2.779677152633667}, "valid": {"0": {"loss_reduced": 0.000535513274371624, "pred": 7.858438766561449e-05, "valid_loss_l2": 2.0878400164292543e-07, "valid_loss_mape": 0.8532540798187256}}}, "221": {"train": {"loss_reduced": 0.00018443819135427475, "pred": 0.0007545207045041025, "loss_l2": 1.0630252234022919e-08, "loss_mape": 0.5590117573738098}}, "222": {"train": {"loss_reduced": 0.0005331514403223991, "pred": 0.00012950057862326503, "loss_l2": 4.706663148112966e-08, "loss_mape": 0.40691712498664856}}, "223": {"train": {"loss_reduced": 0.00026292726397514343, "pred": 7.286216714419425e-05, "loss_l2": 1.4108604062812447e-08, "loss_mape": 0.45175856351852417}}, "224": {"train": {"loss_reduced": 0.0003759656101465225, "pred": 0.000298997649224475, "loss_l2": 9.941530976220747e-08, "loss_mape": 0.8386456966400146}}, "225": {"train": {"loss_reduced": 0.00017531774938106537, "pred": 0.00035067572025582194, "loss_l2": 1.8010148039593332e-08, "loss_mape": 0.7654780745506287}, "valid": {"0": {"loss_reduced": 0.00011907704174518585, "pred": 0.00035236775875091553, "valid_loss_l2": 5.442455730531037e-08, "valid_loss_mape": 1.9591578245162964}}}, "226": {"train": {"loss_reduced": 7.322151213884354e-05, "pred": 0.00011560095299500972, "loss_l2": 7.620736397484507e-08, "loss_mape": 3.770159959793091}}, "227": {"train": {"loss_reduced": 0.00029956456273794174, "pred": 0.0011305476073175669, "loss_l2": 3.3744480987252246e-08, "loss_mape": 0.6132124066352844}}, "228": {"train": {"loss_reduced": 0.00017878040671348572, "pred": 0.00027194819995202124, "loss_l2": 1.0355535096095991e-06, "loss_mape": 5.692018985748291}}, "229": {"train": {"loss_reduced": 0.0007335133850574493, "pred": 0.0001507146516814828, "loss_l2": 2.4081253968688543e-07, "loss_mape": 0.6690083146095276}}, "230": {"train": {"loss_reduced": -8.511077612638474e-05, "pred": 0.000186586519703269, "loss_l2": 5.779900291713602e-08, "loss_mape": 2.824721336364746}, "valid": {"0": {"loss_reduced": 0.00047574006021022797, "pred": 0.00023621111176908016, "valid_loss_l2": 5.7374116124719876e-08, "valid_loss_mape": 0.5034870505332947}}}, "231": {"train": {"loss_reduced": 0.00045370589941740036, "pred": 0.0016290382482111454, "loss_l2": 5.637985012185709e-08, "loss_mape": 0.5233443379402161}}, "232": {"train": {"loss_reduced": -3.379210829734802e-05, "pred": 0.00024325754202436656, "loss_l2": 2.5990607355197426e-06, "loss_mape": 47.708187103271484}}, "233": {"train": {"loss_reduced": 0.0003408500924706459, "pred": 0.00015043956227600574, "loss_l2": 7.467628293511552e-09, "loss_mape": 0.2535291612148285}}, "234": {"train": {"loss_reduced": 0.000489535741508007, "pred": 0.0006801806157454848, "loss_l2": 1.0584030007976253e-07, "loss_mape": 0.6645705699920654}}, "235": {"train": {"loss_reduced": 0.0001778341829776764, "pred": 0.0010704074520617723, "loss_l2": 2.836932537775283e-07, "loss_mape": 2.9950857162475586}, "valid": {"0": {"loss_reduced": 0.00033449847251176834, "pred": 0.001016923226416111, "valid_loss_l2": 4.6570355038966227e-07, "valid_loss_mape": 2.0401430130004883}}}, "236": {"train": {"loss_reduced": 0.00016623735427856445, "pred": 7.702421862632036e-05, "loss_l2": 6.996907018219645e-07, "loss_mape": 5.0318121910095215}}, "237": {"train": {"loss_reduced": 0.00039129145443439484, "pred": 0.0009207425755448639, "loss_l2": 9.961591729279462e-08, "loss_mape": 0.8066107630729675}}, "238": {"train": {"loss_reduced": 0.0001809699460864067, "pred": 0.0007982207462191582, "loss_l2": 5.652183858728677e-07, "loss_mape": 4.154336929321289}}, "239": {"train": {"loss_reduced": 0.0005670059472322464, "pred": 0.0005977855762466788, "loss_l2": 4.205418946412465e-08, "loss_mape": 0.3616737723350525}}, "240": {"train": {"loss_reduced": -3.984477370977402e-05, "pred": 0.00027413241332396865, "loss_l2": 4.002168338956835e-07, "loss_mape": 15.877287864685059}, "valid": {"0": {"loss_reduced": 0.00039733294397592545, "pred": 0.00030612247064709663, "valid_loss_l2": 8.319350541796666e-09, "valid_loss_mape": 0.22955678403377533}}}, "241": {"train": {"loss_reduced": 0.00036328285932540894, "pred": 0.0013328164350241423, "loss_l2": 5.6948712412463465e-09, "loss_mape": 0.20772895216941833}}, "242": {"train": {"loss_reduced": 0.0002985270693898201, "pred": 0.00022563376114703715, "loss_l2": 1.0467492757015862e-06, "loss_mape": 3.427185535430908}}, "243": {"train": {"loss_reduced": 0.00045036058872938156, "pred": 0.00010868482058867812, "loss_l2": 5.2743352796369436e-08, "loss_mape": 0.5099452137947083}}, "244": {"train": {"loss_reduced": -2.636108547449112e-05, "pred": 0.0003221914521418512, "loss_l2": 1.7469895752242337e-08, "loss_mape": 5.01397180557251}}, "245": {"train": {"loss_reduced": 0.00018265657126903534, "pred": 0.0005888992454856634, "loss_l2": 1.67790084049102e-08, "loss_mape": 0.7091659307479858}, "valid": {"0": {"loss_reduced": 0.0006674788892269135, "pred": 0.0006425984902307391, "valid_loss_l2": 6.190342682899086e-10, "valid_loss_mape": 0.03727518394589424}}}, "246": {"train": {"loss_reduced": 0.0002905838191509247, "pred": 7.901024946477264e-05, "loss_l2": 1.1945135725e-07, "loss_mape": 1.1893895864486694}}, "247": {"train": {"loss_reduced": 0.0005317293107509613, "pred": 0.00122252875007689, "loss_l2": 2.005851911235368e-07, "loss_mape": 0.8422845602035522}}, "248": {"train": {"loss_reduced": 0.00016896426677703857, "pred": 0.00034811306977644563, "loss_l2": 1.0629190683175693e-06, "loss_mape": 6.101761817932129}}, "249": {"train": {"loss_reduced": 0.00020221713930368423, "pred": 7.401745824608952e-05, "loss_l2": 2.618649475039092e-08, "loss_mape": 0.8002408742904663}}, "250": {"train": {"loss_reduced": 0.0004041949287056923, "pred": 0.00020753372518811375, "loss_l2": 1.1497201057864004e-07, "loss_mape": 0.8388903737068176}, "valid": {"0": {"loss_reduced": 0.0002679424360394478, "pred": 0.00019339515711180866, "valid_loss_l2": 5.5572968449268956e-09, "valid_loss_mape": 0.2782212495803833}}}, "251": {"train": {"loss_reduced": 0.00031563639640808105, "pred": 0.0012817576061934233, "loss_l2": 1.3204766169394588e-08, "loss_mape": 0.36406445503234863}}, "252": {"train": {"loss_reduced": 0.00036714039742946625, "pred": 0.0001438735780538991, "loss_l2": 8.40967970816564e-07, "loss_mape": 2.4977993965148926}}, "253": {"train": {"loss_reduced": 8.411426097154617e-05, "pred": 0.00022340733266901225, "loss_l2": 5.403523850588954e-09, "loss_mape": 0.8739144206047058}}, "254": {"train": {"loss_reduced": 0.0003263680264353752, "pred": 0.0009010263020172715, "loss_l2": 1.0704167330288783e-08, "loss_mape": 0.3170069754123688}}, "255": {"train": {"loss_reduced": 0.00040546711534261703, "pred": 0.0010365704074501991, "loss_l2": 2.2009649569554313e-07, "loss_mape": 1.1570467948913574}, "valid": {"0": {"loss_reduced": 0.00047219544649124146, "pred": 0.0010636472143232822, "valid_loss_l2": 3.498151954772766e-07, "valid_loss_mape": 1.2525571584701538}}}, "256": {"train": {"loss_reduced": 0.00034537725150585175, "pred": 3.242091042920947e-05, "loss_l2": 4.950273932990967e-07, "loss_mape": 2.037140130996704}}, "257": {"train": {"loss_reduced": 0.0002916213124990463, "pred": 0.0007860899204388261, "loss_l2": 6.561392495996188e-08, "loss_mape": 0.8783725500106812}}, "258": {"train": {"loss_reduced": -8.074566721916199e-07, "pred": 0.0005755552556365728, "loss_l2": 7.192699627012189e-07, "loss_mape": 1050.332275390625}}, "259": {"train": {"loss_reduced": 0.0005161687731742859, "pred": 0.00040633228491060436, "loss_l2": 1.6245933487368802e-09, "loss_mape": 0.07808733731508255}}, "260": {"train": {"loss_reduced": 0.000459304079413414, "pred": 0.0003776598023250699, "loss_l2": 6.239352146053534e-09, "loss_mape": 0.17197664082050323}, "valid": {"0": {"loss_reduced": 0.0003076614812016487, "pred": 0.00039519212441518903, "valid_loss_l2": 7.661613565801417e-09, "valid_loss_mape": 0.28450310230255127}}}, "261": {"train": {"loss_reduced": 0.00044048577547073364, "pred": 0.0014971167547628284, "loss_l2": 2.2873962723934937e-09, "loss_mape": 0.10857724398374557}}, "262": {"train": {"loss_reduced": 0.0002495991066098213, "pred": 0.00021232152357697487, "loss_l2": 1.4347662045111065e-06, "loss_mape": 4.798964500427246}}, "263": {"train": {"loss_reduced": 0.00029127486050128937, "pred": 0.00016199599485844374, "loss_l2": 3.926639458029513e-09, "loss_mape": 0.21513323485851288}}, "264": {"train": {"loss_reduced": 0.00027019158005714417, "pred": 0.0007140737725421786, "loss_l2": 1.0560432528450292e-08, "loss_mape": 0.3803374171257019}}, "265": {"train": {"loss_reduced": -4.321616142988205e-05, "pred": 0.0007451894925907254, "loss_l2": 5.578742161560513e-07, "loss_mape": 17.283111572265625}, "valid": {"0": {"loss_reduced": 0.0005105528980493546, "pred": 0.0007621889817528427, "valid_loss_l2": 6.332071933456973e-08, "valid_loss_mape": 0.4928697645664215}}}, "266": {"train": {"loss_reduced": 0.0003998223692178726, "pred": 6.1337515944615e-05, "loss_l2": 1.1972474567301106e-07, "loss_mape": 0.8654159307479858}}, "267": {"train": {"loss_reduced": 0.00020987167954444885, "pred": 0.0009049795917235315, "loss_l2": 2.3953624861405842e-08, "loss_mape": 0.7374486327171326}}, "268": {"train": {"loss_reduced": 0.0001250430941581726, "pred": 0.00027203268837183714, "loss_l2": 6.023412879585521e-07, "loss_mape": 6.206712245941162}}, "269": {"train": {"loss_reduced": 0.0003367820754647255, "pred": 0.00014624607865698636, "loss_l2": 4.934467057182701e-09, "loss_mape": 0.20857927203178406}}, "270": {"train": {"loss_reduced": 0.0005790479481220245, "pred": 0.00038097015931271017, "loss_l2": 1.732300205503634e-07, "loss_mape": 0.7187817692756653}, "valid": {"0": {"loss_reduced": 0.00037647224962711334, "pred": 0.0003756451769731939, "valid_loss_l2": 6.840491714732444e-13, "valid_loss_mape": 0.0021969019435346127}}}, "271": {"train": {"loss_reduced": 0.0002031000331044197, "pred": 5.905897342017852e-05, "loss_l2": 1.791149806251724e-08, "loss_mape": 0.6589553356170654}}, "272": {"train": {"loss_reduced": 0.00041822995990514755, "pred": 0.0007422465132549405, "loss_l2": 1.3329400871953112e-07, "loss_mape": 0.8729516267776489}}, "273": {"train": {"loss_reduced": 0.00020949728786945343, "pred": 0.0002002831461140886, "loss_l2": 3.2958701012830716e-07, "loss_mape": 2.74035382270813}}, "274": {"train": {"loss_reduced": 0.0004617534577846527, "pred": 0.00010918053885689005, "loss_l2": 6.46813447247041e-08, "loss_mape": 0.5507815480232239}}, "275": {"train": {"loss_reduced": 0.0004763063043355942, "pred": 0.00024375173961743712, "loss_l2": 1.3964709921765461e-07, "loss_mape": 0.7845662236213684}, "valid": {"0": {"loss_reduced": 6.741844117641449e-06, "pred": 0.00027799600502476096, "valid_loss_l2": 7.357881770531094e-08, "valid_loss_mape": 40.23441696166992}}}, "276": {"train": {"loss_reduced": 0.0004723668098449707, "pred": 0.00141934584826231, "loss_l2": 4.7711822048768227e-08, "loss_mape": 0.4624168276786804}}, "277": {"train": {"loss_reduced": 0.00024959444999694824, "pred": 0.0003142393543384969, "loss_l2": 1.3927926829637727e-06, "loss_mape": 4.728335857391357}}, "278": {"train": {"loss_reduced": 0.00044408906251192093, "pred": 0.00018001293938141316, "loss_l2": 1.3553983713165962e-08, "loss_mape": 0.26215818524360657}}, "279": {"train": {"loss_reduced": 5.8935023844242096e-05, "pred": 0.000426834769314155, "loss_l2": 1.6113743228629573e-08, "loss_mape": 2.1538960933685303}}, "280": {"train": {"loss_reduced": -6.687454879283905e-05, "pred": 0.0005346100660972297, "loss_l2": 2.2216778461370268e-07, "loss_mape": 7.048223495483398}, "valid": {"0": {"loss_reduced": 0.0005840659141540527, "pred": 0.0005629310617223382, "valid_loss_l2": 4.466819969461966e-10, "valid_loss_mape": 0.03618573024868965}}}, "281": {"train": {"loss_reduced": 3.7727877497673035e-06, "pred": 8.692045958014205e-05, "loss_l2": 3.3396878507119254e-07, "loss_mape": 153.1759490966797}}, "282": {"train": {"loss_reduced": 0.0005818475037813187, "pred": 0.001093124970793724, "loss_l2": 2.535224439270678e-07, "loss_mape": 0.8653644323348999}}, "283": {"train": {"loss_reduced": 0.0003297785297036171, "pred": 0.0006341642001643777, "loss_l2": 6.35220146705251e-07, "loss_mape": 2.416794776916504}}, "284": {"train": {"loss_reduced": 0.0002586999908089638, "pred": 0.00020498242520261556, "loss_l2": 1.4610415632887452e-07, "loss_mape": 1.4775251150131226}}, "285": {"train": {"loss_reduced": -4.735775291919708e-05, "pred": 2.4878096155589446e-05, "loss_l2": 4.2060264604515396e-08, "loss_mape": 4.330568313598633}, "valid": {"0": {"loss_reduced": 0.0006725182756781578, "pred": 5.054120265413076e-05, "valid_loss_l2": 3.868555040753563e-07, "valid_loss_mape": 0.9248478412628174}}}, "286": {"train": {"loss_reduced": 0.00017165951430797577, "pred": 0.00048216499271802604, "loss_l2": 1.668508886609743e-08, "loss_mape": 0.7524824738502502}}, "287": {"train": {"loss_reduced": 0.000164693221449852, "pred": 5.5313830671366304e-05, "loss_l2": 1.0282633411407005e-07, "loss_mape": 1.9470469951629639}}, "288": {"train": {"loss_reduced": 0.000361807644367218, "pred": 0.0001585708378115669, "loss_l2": 9.381707144484608e-08, "loss_mape": 0.846570611000061}}, "289": {"train": {"loss_reduced": 0.00033412035554647446, "pred": 0.0006010638317093253, "loss_l2": 3.822308514145334e-08, "loss_mape": 0.5851402282714844}}, "290": {"train": {"loss_reduced": 0.0005180230364203453, "pred": 0.000888445763848722, "loss_l2": 7.0468106905252625e-09, "loss_mape": 0.1620493233203888}, "valid": {"0": {"loss_reduced": 0.0005061235278844833, "pred": 0.0009202431538142264, "valid_loss_l2": 1.7149505993074854e-07, "valid_loss_mape": 0.818218469619751}}}, "291": {"train": {"loss_reduced": 0.00045489147305488586, "pred": 6.224236130947247e-05, "loss_l2": 2.5103929601755226e-07, "loss_mape": 1.1014455556869507}}, "292": {"train": {"loss_reduced": 0.00043102074414491653, "pred": 0.0007174518541432917, "loss_l2": 1.30208221094108e-07, "loss_mape": 0.8371841907501221}}, "293": {"train": {"loss_reduced": 0.0003265189006924629, "pred": 0.0007779754814691842, "loss_l2": 1.4279686411100556e-07, "loss_mape": 1.1573134660720825}}, "294": {"train": {"loss_reduced": 0.0002106800675392151, "pred": 0.000317254540277645, "loss_l2": 4.3388709514147195e-07, "loss_mape": 3.126546621322632}}, "295": {"train": {"loss_reduced": 6.598327308893204e-05, "pred": 6.297572690527886e-05, "loss_l2": 5.9087415849035096e-08, "loss_mape": 3.6839492321014404}, "valid": {"0": {"loss_reduced": 7.09686428308487e-05, "pred": 6.76222043693997e-05, "valid_loss_l2": 1.1198650513855046e-11, "valid_loss_mape": 0.04715375974774361}}}, "296": {"train": {"loss_reduced": 0.0004914635792374611, "pred": 0.0008378961938433349, "loss_l2": 1.9031830333915423e-07, "loss_mape": 0.8876646757125854}}, "297": {"train": {"loss_reduced": 0.00021578744053840637, "pred": 0.0001625815057195723, "loss_l2": 4.3568124397097563e-07, "loss_mape": 3.0588505268096924}}, "298": {"train": {"loss_reduced": 0.00024224258959293365, "pred": 6.556689913850278e-05, "loss_l2": 5.644039458019279e-09, "loss_mape": 0.3101305365562439}}, "299": {"train": {"loss_reduced": 0.000255584716796875, "pred": 0.0002688358072191477, "loss_l2": 3.494956857252873e-08, "loss_mape": 0.7314522862434387}}, "300": {"train": {"loss_reduced": 0.00019101053476333618, "pred": 0.0005214870907366276, "loss_l2": 2.592577041937716e-09, "loss_mape": 0.26656830310821533}, "valid": {"0": {"loss_reduced": 0.0004164744168519974, "pred": 0.0006219171918928623, "valid_loss_l2": 4.2206732331351304e-08, "valid_loss_mape": 0.4932902753353119}}}, "301": {"train": {"loss_reduced": 0.00029700249433517456, "pred": 3.840249701170251e-05, "loss_l2": 7.677377311665623e-08, "loss_mape": 0.9329241514205933}}, "302": {"train": {"loss_reduced": 0.0003043143078684807, "pred": 0.000490767415612936, "loss_l2": 6.592643586600389e-08, "loss_mape": 0.8437376618385315}}, "303": {"train": {"loss_reduced": 0.00040086545050144196, "pred": 0.0008039548993110657, "loss_l2": 1.1756822182462656e-08, "loss_mape": 0.270486980676651}}, "304": {"train": {"loss_reduced": 0.0002675512805581093, "pred": 0.0002821304660756141, "loss_l2": 2.7726366624847287e-07, "loss_mape": 1.9680650234222412}}, "305": {"train": {"loss_reduced": 0.0002290615811944008, "pred": 6.151966226752847e-05, "loss_l2": 2.2758606110784285e-09, "loss_mape": 0.20826704800128937}, "valid": {"0": {"loss_reduced": 0.0002533150836825371, "pred": 6.56081028864719e-05, "valid_loss_l2": 3.523391356452521e-08, "valid_loss_mape": 0.7410020232200623}}}, "306": {"train": {"loss_reduced": 6.680004298686981e-05, "pred": 0.00012791941117029637, "loss_l2": 6.547351549812674e-11, "loss_mape": 0.12113121896982193}}, "307": {"train": {"loss_reduced": 0.00031449832022190094, "pred": 0.0006793671054765582, "loss_l2": 2.9812799340334095e-08, "loss_mape": 0.5490134954452515}}, "308": {"train": {"loss_reduced": 0.0003676656633615494, "pred": 0.00022203190019354224, "loss_l2": 8.731700518183061e-08, "loss_mape": 0.8037043809890747}}, "309": {"train": {"loss_reduced": 0.0003401944413781166, "pred": 0.00010879645560635254, "loss_l2": 1.6953450199252984e-08, "loss_mape": 0.38273823261260986}}, "310": {"train": {"loss_reduced": 0.0005611134693026543, "pred": 0.00023656852135900408, "loss_l2": 1.9891764679869084e-07, "loss_mape": 0.7948514223098755}, "valid": {"0": {"loss_reduced": 0.0003548283129930496, "pred": 0.00023651783703826368, "valid_loss_l2": 1.3997368597529203e-08, "valid_loss_mape": 0.3334302008152008}}}, "311": {"train": {"loss_reduced": 0.00041977409273386, "pred": 0.0012398411054164171, "loss_l2": 3.854390229207638e-08, "loss_mape": 0.4676944613456726}}, "312": {"train": {"loss_reduced": 0.00012803543359041214, "pred": 0.0002710968838073313, "loss_l2": 1.2801260709238704e-06, "loss_mape": 8.836823463439941}}, "313": {"train": {"loss_reduced": 0.00030325353145599365, "pred": 0.00011169165372848511, "loss_l2": 3.334215792349937e-09, "loss_mape": 0.1904105395078659}}, "314": {"train": {"loss_reduced": 0.00048821326345205307, "pred": 0.0003747193841263652, "loss_l2": 1.396270903342156e-07, "loss_mape": 0.7653767466545105}}, "315": {"train": {"loss_reduced": 0.00018065422773361206, "pred": 0.0006906410562805831, "loss_l2": 4.3207677435930236e-08, "loss_mape": 1.1506210565567017}, "valid": {"0": {"loss_reduced": 0.00015001092106103897, "pred": 0.0007098933565430343, "valid_loss_l2": 3.134683481675893e-07, "valid_loss_mape": 3.7322778701782227}}}, "316": {"train": {"loss_reduced": 0.0001719864085316658, "pred": 3.9736347389407456e-05, "loss_l2": 2.7111377676192205e-07, "loss_mape": 3.027482509613037}}, "317": {"train": {"loss_reduced": 0.00014369655400514603, "pred": 0.0005513220676220953, "loss_l2": 9.43974232114897e-09, "loss_mape": 0.6761354804039001}}, "318": {"train": {"loss_reduced": 0.0003660619258880615, "pred": 0.0009800551924854517, "loss_l2": 1.518080949836076e-08, "loss_mape": 0.33658355474472046}}, "319": {"train": {"loss_reduced": 0.00041319243609905243, "pred": 0.0005447531584650278, "loss_l2": 3.116109041911841e-07, "loss_mape": 1.350995659828186}}, "320": {"train": {"loss_reduced": 0.0005087815225124359, "pred": 0.0003066150820814073, "loss_l2": 1.2615796407544622e-08, "loss_mape": 0.22076286375522614}, "valid": {"0": {"loss_reduced": 0.000385284423828125, "pred": 0.000267965835519135, "valid_loss_l2": 1.3763651551812472e-08, "valid_loss_mape": 0.3044986426830292}}}, "321": {"train": {"loss_reduced": 0.00040834303945302963, "pred": 0.0013874763390049338, "loss_l2": 1.2488656331299808e-08, "loss_mape": 0.27367347478866577}}, "322": {"train": {"loss_reduced": 0.000410289503633976, "pred": 0.0002577564737293869, "loss_l2": 8.793638812676363e-07, "loss_mape": 2.285566806793213}}, "323": {"train": {"loss_reduced": 0.0002447590231895447, "pred": 7.41010153433308e-05, "loss_l2": 2.2392022264172695e-11, "loss_mape": 0.019333386793732643}}, "324": {"train": {"loss_reduced": 0.00023608654737472534, "pred": 0.00036374363116919994, "loss_l2": 2.6418419452056696e-08, "loss_mape": 0.6884654760360718}}, "325": {"train": {"loss_reduced": 0.00030037853866815567, "pred": 0.0007650178740732372, "loss_l2": 1.2099620860794857e-08, "loss_mape": 0.366198867559433}, "valid": {"0": {"loss_reduced": 0.00013476237654685974, "pred": 0.0006696539930999279, "valid_loss_l2": 2.861090422356938e-07, "valid_loss_mape": 3.969146490097046}}}, "326": {"train": {"loss_reduced": 0.0002158908173441887, "pred": 0.00011957372771576047, "loss_l2": 2.6962231913785217e-07, "loss_mape": 2.405158758163452}}, "327": {"train": {"loss_reduced": 0.0004409775137901306, "pred": 0.0010056847240775824, "loss_l2": 1.0148806950383005e-07, "loss_mape": 0.722422182559967}}, "328": {"train": {"loss_reduced": 0.0003929426893591881, "pred": 0.0005988125340081751, "loss_l2": 4.556099497676769e-07, "loss_mape": 1.7177793979644775}}, "329": {"train": {"loss_reduced": 0.00010636914521455765, "pred": 0.00017457750800531358, "loss_l2": 2.5687907623250794e-07, "loss_mape": 4.764843940734863}}, "330": {"train": {"loss_reduced": 0.0003566741943359375, "pred": 0.00013674920774064958, "loss_l2": 3.214822186237143e-08, "loss_mape": 0.5026975870132446}, "valid": {"0": {"loss_reduced": 0.00038276147097349167, "pred": 0.00014898611698299646, "valid_loss_l2": 5.465091490464147e-08, "valid_loss_mape": 0.6107599139213562}}}, "331": {"train": {"loss_reduced": 0.0004250016063451767, "pred": 0.0011682601179927588, "loss_l2": 8.53763921782047e-08, "loss_mape": 0.6875088810920715}}, "332": {"train": {"loss_reduced": 0.00047367624938488007, "pred": 0.00024307485728058964, "loss_l2": 4.651413973988383e-07, "loss_mape": 1.439828872680664}}, "333": {"train": {"loss_reduced": 0.0003710351884365082, "pred": 0.0001519950310466811, "loss_l2": 1.0144367124098608e-08, "loss_mape": 0.27145469188690186}}, "334": {"train": {"loss_reduced": 0.0001103859394788742, "pred": 0.00031359633430838585, "loss_l2": 5.02332397900318e-10, "loss_mape": 0.20304010808467865}}, "335": {"train": {"loss_reduced": 0.00012607313692569733, "pred": 0.0004802194016519934, "loss_l2": 2.8997119372320412e-08, "loss_mape": 1.3506875038146973}, "valid": {"0": {"loss_reduced": 0.00011049583554267883, "pred": 0.00047112186439335346, "valid_loss_l2": 1.3005113430608617e-07, "valid_loss_mape": 3.263706922531128}}}, "336": {"train": {"loss_reduced": 0.0002446286380290985, "pred": 5.13066588609945e-05, "loss_l2": 5.739594044484875e-08, "loss_mape": 0.9793395400047302}}, "337": {"train": {"loss_reduced": 0.0003099953755736351, "pred": 0.0007096094777807593, "loss_l2": 6.511730532565707e-08, "loss_mape": 0.8231765627861023}}, "338": {"train": {"loss_reduced": 8.147861808538437e-05, "pred": 0.0002325288369320333, "loss_l2": 3.5218030802752764e-07, "loss_mape": 7.2834792137146}}, "339": {"train": {"loss_reduced": 0.0004722103476524353, "pred": 0.00012977386359125376, "loss_l2": 5.5285436673102595e-08, "loss_mape": 0.4979318082332611}}, "340": {"train": {"loss_reduced": 0.0004844982177019119, "pred": 0.00013016548473387957, "loss_l2": 1.5317523605062888e-07, "loss_mape": 0.8077967762947083}, "valid": {"0": {"loss_reduced": 0.00037750881165266037, "pred": 0.00016805322957225144, "valid_loss_l2": 4.387164054264758e-08, "valid_loss_mape": 0.5548362731933594}}}, "341": {"train": {"loss_reduced": 0.000168544240295887, "pred": 0.0003544836363289505, "loss_l2": 1.2706817542618154e-10, "loss_mape": 0.06688126176595688}}, "342": {"train": {"loss_reduced": 0.00028681568801403046, "pred": 7.667948375456035e-05, "loss_l2": 5.571807903947956e-09, "loss_mape": 0.2602526545524597}}, "343": {"train": {"loss_reduced": 0.00021671969443559647, "pred": 9.690606384538114e-05, "loss_l2": 2.081396743847108e-08, "loss_mape": 0.6657007932662964}}, "344": {"train": {"loss_reduced": 0.00040707364678382874, "pred": 0.00035990800824947655, "loss_l2": 9.628336528066939e-08, "loss_mape": 0.7622591257095337}}, "345": {"train": {"loss_reduced": 0.000304296612739563, "pred": 0.0005559045821428299, "loss_l2": 2.5484254706498177e-09, "loss_mape": 0.16589711606502533}, "valid": {"0": {"loss_reduced": 0.0005828281864523888, "pred": 0.0005620964802801609, "valid_loss_l2": 4.2980363712530334e-10, "valid_loss_mape": 0.03557087108492851}}}, "346": {"train": {"loss_reduced": 0.0005402108654379845, "pred": 0.0005541708669625223, "loss_l2": 4.335090568311807e-14, "loss_mape": 0.00038542135735042393}}, "347": {"train": {"loss_reduced": 0.0001774262636899948, "pred": 7.274495146702975e-05, "loss_l2": 1.576916446310861e-07, "loss_mape": 2.238135814666748}}, "348": {"train": {"loss_reduced": 4.158914089202881e-05, "pred": 0.00011614269897108898, "loss_l2": 2.262377396533566e-09, "loss_mape": 1.1436748504638672}}, "349": {"train": {"loss_reduced": 0.0004218900576233864, "pred": 0.0006207829574123025, "loss_l2": 9.705265568982213e-08, "loss_mape": 0.7384216785430908}}, "350": {"train": {"loss_reduced": 0.00036181695759296417, "pred": 0.0007224533474072814, "loss_l2": 6.190681745010806e-08, "loss_mape": 0.6876703500747681}, "valid": {"0": {"loss_reduced": 0.0003275461494922638, "pred": 0.0007162368856370449, "valid_loss_l2": 1.5108048501133453e-07, "valid_loss_mape": 1.18667471408844}}}, "351": {"train": {"loss_reduced": 0.0004171933978796005, "pred": 1.996383798541501e-05, "loss_l2": 8.490310676734225e-08, "loss_mape": 0.6984323859214783}}, "352": {"train": {"loss_reduced": 8.854549378156662e-05, "pred": 0.00027849539765156806, "loss_l2": 4.068201775453417e-09, "loss_mape": 0.7203354239463806}}, "353": {"train": {"loss_reduced": 0.00018555577844381332, "pred": 0.0005937062669545412, "loss_l2": 7.774061394627552e-09, "loss_mape": 0.4751705229282379}}, "354": {"train": {"loss_reduced": 0.0003551691770553589, "pred": 0.0005138058913871646, "loss_l2": 4.2025305901916e-08, "loss_mape": 0.5771918296813965}}, "355": {"train": {"loss_reduced": 0.0005640508607029915, "pred": 0.0005599589785560966, "loss_l2": 2.6832105981533516e-10, "loss_mape": 0.029040835797786713}, "valid": {"0": {"loss_reduced": 0.0004399064928293228, "pred": 0.0005286267260089517, "valid_loss_l2": 7.871279628091088e-09, "valid_loss_mape": 0.2016797512769699}}}, "356": {"train": {"loss_reduced": 0.00018256716430187225, "pred": 3.2701270811230643e-06, "loss_l2": 1.213159066537628e-07, "loss_mape": 1.907814860343933}}, "357": {"train": {"loss_reduced": -2.2417865693569183e-05, "pred": 0.00027571007376536727, "loss_l2": 1.0383482962339485e-09, "loss_mape": 1.4373987913131714}}, "358": {"train": {"loss_reduced": 0.000592443160712719, "pred": 0.00122368847951293, "loss_l2": 9.664620392868528e-08, "loss_mape": 0.5247418284416199}}, "359": {"train": {"loss_reduced": 0.000299869105219841, "pred": 0.0006059964653104544, "loss_l2": 9.101229920815967e-07, "loss_mape": 3.1814002990722656}}, "360": {"train": {"loss_reduced": 0.0003761518746614456, "pred": 0.0001883535151137039, "loss_l2": 3.847814866730914e-08, "loss_mape": 0.5214874148368835}, "valid": {"0": {"loss_reduced": 0.0005794251337647438, "pred": 0.00020894638146273792, "valid_loss_l2": 1.3725450287438434e-07, "valid_loss_mape": 0.6393901705741882}}}, "361": {"train": {"loss_reduced": 0.00027462560683488846, "pred": 0.0009194391896016896, "loss_l2": 8.715507426870772e-09, "loss_mape": 0.3399423658847809}}, "362": {"train": {"loss_reduced": 0.0003537740558385849, "pred": 0.00016674866492394358, "loss_l2": 3.9522214478893147e-07, "loss_mape": 1.7770295143127441}}, "363": {"train": {"loss_reduced": 0.00020359549671411514, "pred": 2.3812877770978957e-05, "loss_l2": 1.4135539405657482e-09, "loss_mape": 0.1846664547920227}}, "364": {"train": {"loss_reduced": 0.00023257732391357422, "pred": 0.000198354508029297, "loss_l2": 4.2523858212462073e-08, "loss_mape": 0.8866433501243591}}, "365": {"train": {"loss_reduced": 0.00045339204370975494, "pred": 0.0006280754460021853, "loss_l2": 7.171567517616495e-08, "loss_mape": 0.5906540155410767}, "valid": {"0": {"loss_reduced": 0.0004922142252326012, "pred": 0.0006493744440376759, "valid_loss_l2": 2.469933413351555e-08, "valid_loss_mape": 0.3192923069000244}}}, "366": {"train": {"loss_reduced": 0.0002468312159180641, "pred": 1.3725255485041998e-05, "loss_l2": 1.674397651640902e-07, "loss_mape": 1.657788872718811}}, "367": {"train": {"loss_reduced": 0.00026527512818574905, "pred": 0.00036660715704783797, "loss_l2": 6.085542736400384e-08, "loss_mape": 0.9299361109733582}}, "368": {"train": {"loss_reduced": 0.0003966623917222023, "pred": 0.0010783567558974028, "loss_l2": 7.882519637014695e-10, "loss_mape": 0.07078015059232712}}, "369": {"train": {"loss_reduced": 0.00029534101486206055, "pred": 0.0005082242423668504, "loss_l2": 5.529798272618791e-07, "loss_mape": 2.5178561210632324}}, "370": {"train": {"loss_reduced": 0.00033460650593042374, "pred": 0.00016751379007473588, "loss_l2": 2.1515052850418215e-08, "loss_mape": 0.43836596608161926}, "valid": {"0": {"loss_reduced": 0.00030243396759033203, "pred": 0.00019513629376888275, "valid_loss_l2": 1.1512790720757948e-08, "valid_loss_mape": 0.35478049516677856}}}, "371": {"train": {"loss_reduced": 0.00048820022493600845, "pred": 0.0012569570681080222, "loss_l2": 9.450419469203553e-08, "loss_mape": 0.6296911239624023}}, "372": {"train": {"loss_reduced": 4.0735118091106415e-05, "pred": 0.00027057231636717916, "loss_l2": 1.528777033854567e-06, "loss_mape": 30.353103637695312}}, "373": {"train": {"loss_reduced": 0.00043594371527433395, "pred": 4.071702278451994e-05, "loss_l2": 3.72674726634159e-08, "loss_mape": 0.4428274631500244}}, "374": {"train": {"loss_reduced": 0.00018957722932100296, "pred": 0.00013319938443601131, "loss_l2": 2.2875916272369068e-08, "loss_mape": 0.7978166341781616}}, "375": {"train": {"loss_reduced": 0.0003634067252278328, "pred": 0.0004402373742777854, "loss_l2": 5.285228610318882e-08, "loss_mape": 0.6326141953468323}, "valid": {"0": {"loss_reduced": 0.0003808513283729553, "pred": 0.000384585524443537, "valid_loss_l2": 1.3944219910688727e-11, "valid_loss_mape": 0.009804865345358849}}}, "376": {"train": {"loss_reduced": 0.00034337956458330154, "pred": 2.20223591895774e-05, "loss_l2": 9.87412374087171e-09, "loss_mape": 0.28938421607017517}}, "377": {"train": {"loss_reduced": 0.0003337394446134567, "pred": 0.00022835747222416103, "loss_l2": 9.493673758242949e-08, "loss_mape": 0.9232293963432312}}, "378": {"train": {"loss_reduced": 0.00026129279285669327, "pred": 0.0006812750943936408, "loss_l2": 1.1659878618175412e-09, "loss_mape": 0.13068313896656036}}, "379": {"train": {"loss_reduced": 0.00035789143294095993, "pred": 0.00028563386877067387, "loss_l2": 9.98907765392687e-08, "loss_mape": 0.88310307264328}}, "380": {"train": {"loss_reduced": 8.957833051681519e-05, "pred": 6.450720684370026e-05, "loss_l2": 4.0668236778174105e-08, "loss_mape": 2.2512550354003906}, "valid": {"0": {"loss_reduced": 0.00031158700585365295, "pred": 7.367416401393712e-05, "valid_loss_l2": 5.660252000438959e-08, "valid_loss_mape": 0.7635518908500671}}}, "381": {"train": {"loss_reduced": 0.00031538959592580795, "pred": 0.00048532718210481107, "loss_l2": 6.061991797423616e-08, "loss_mape": 0.7806571125984192}}, "382": {"train": {"loss_reduced": 0.0003612581640481949, "pred": 0.0003634391468949616, "loss_l2": 1.4143668458643788e-08, "loss_mape": 0.32920268177986145}}, "383": {"train": {"loss_reduced": 0.000535089522600174, "pred": 0.0005948291509412229, "loss_l2": 2.9782031063518843e-08, "loss_mape": 0.3225155770778656}}, "384": {"train": {"loss_reduced": -7.450580596923828e-09, "pred": 0.00026890361914411187, "loss_l2": 3.639454746462434e-07, "loss_mape": 80970.7265625}}, "385": {"train": {"loss_reduced": -3.2529234886169434e-05, "pred": 0.00010112649761140347, "loss_l2": 9.974031200954414e-08, "loss_mape": 9.708709716796875}, "valid": {"0": {"loss_reduced": 0.0005834633484482765, "pred": 0.0001054014137480408, "valid_loss_l2": 2.2854321457543847e-07, "valid_loss_mape": 0.8193521499633789}}}, "386": {"train": {"loss_reduced": 0.00023916736245155334, "pred": 0.00043746415758505464, "loss_l2": 2.2254630138718312e-08, "loss_mape": 0.6237467527389526}}, "387": {"train": {"loss_reduced": 0.00040337443351745605, "pred": 0.00047584917047061026, "loss_l2": 2.6919324547236556e-09, "loss_mape": 0.12862449884414673}}, "388": {"train": {"loss_reduced": 0.000404982827603817, "pred": 0.0003151403507217765, "loss_l2": 4.963265798352268e-09, "loss_mape": 0.17395910620689392}}, "389": {"train": {"loss_reduced": 0.00019526388496160507, "pred": 0.00013307115295901895, "loss_l2": 1.4926438751672322e-08, "loss_mape": 0.6256856322288513}}, "390": {"train": {"loss_reduced": 0.00022869929671287537, "pred": 0.00013159780064597726, "loss_l2": 8.84355522146052e-09, "loss_mape": 0.4111957550048828}, "valid": {"0": {"loss_reduced": 0.00030879490077495575, "pred": 0.0001306885969825089, "valid_loss_l2": 3.17218571410649e-08, "valid_loss_mape": 0.5767786502838135}}}, "391": {"train": {"loss_reduced": 0.00022894702851772308, "pred": 0.0005493516800925136, "loss_l2": 1.1127164967206227e-08, "loss_mape": 0.46074143052101135}}, "392": {"train": {"loss_reduced": 0.00040090177208185196, "pred": 0.0002823566028382629, "loss_l2": 1.135104099603268e-08, "loss_mape": 0.2657540440559387}}, "393": {"train": {"loss_reduced": 0.00025892630219459534, "pred": 0.00014954198559280485, "loss_l2": 1.9374510884517804e-09, "loss_mape": 0.1699962019920349}}, "394": {"train": {"loss_reduced": 0.0004563005641102791, "pred": 0.0002740585769060999, "loss_l2": 8.81788793094529e-08, "loss_mape": 0.650775671005249}}, "395": {"train": {"loss_reduced": 2.8592534363269806e-05, "pred": 0.00018807282322086394, "loss_l2": 2.92567357007556e-08, "loss_mape": 5.98219108581543}, "valid": {"0": {"loss_reduced": 0.0002609891816973686, "pred": 0.00031114628654904664, "valid_loss_l2": 2.515735175734335e-09, "valid_loss_mape": 0.1921807825565338}}}, "396": {"train": {"loss_reduced": 0.0001883339136838913, "pred": 4.993566471966915e-05, "loss_l2": 1.3085008632174322e-08, "loss_mape": 0.6073771715164185}}, "397": {"train": {"loss_reduced": 0.00025607552379369736, "pred": 0.0002723113284446299, "loss_l2": 3.9195999335106535e-08, "loss_mape": 0.773130476474762}}, "398": {"train": {"loss_reduced": 0.0004494553431868553, "pred": 0.0009144144714809954, "loss_l2": 2.345722371899228e-08, "loss_mape": 0.3407624661922455}}, "399": {"train": {"loss_reduced": 0.00021333526819944382, "pred": 0.0003745095746126026, "loss_l2": 4.891178946309083e-07, "loss_mape": 3.2782654762268066}}, "400": {"train": {"loss_reduced": 0.0007706154137849808, "pred": 0.00024627946550026536, "loss_l2": 1.8666803214273386e-07, "loss_mape": 0.5606570243835449}, "valid": {"0": {"loss_reduced": 0.00014860369265079498, "pred": 0.0002881639520637691, "valid_loss_l2": 1.94770652939269e-08, "valid_loss_mape": 0.93914395570755}}}, "401": {"train": {"loss_reduced": 0.00017517618834972382, "pred": 2.5054625439224765e-05, "loss_l2": 7.209987717970989e-09, "loss_mape": 0.4847213923931122}}, "402": {"train": {"loss_reduced": 0.00025238748639822006, "pred": 0.00013420768664218485, "loss_l2": 5.187665763628502e-08, "loss_mape": 0.9024396538734436}}, "403": {"train": {"loss_reduced": 0.0005672425031661987, "pred": 0.0005931649939157069, "loss_l2": 1.8889693365053972e-07, "loss_mape": 0.7662027478218079}}, "404": {"train": {"loss_reduced": 0.00012771505862474442, "pred": 0.00032710732193663716, "loss_l2": 1.8204700324986334e-07, "loss_mape": 3.3407936096191406}}, "405": {"train": {"loss_reduced": 0.00042317435145378113, "pred": 0.0003188865666743368, "loss_l2": 1.0084142409994001e-09, "loss_mape": 0.075041264295578}, "valid": {"0": {"loss_reduced": 0.0003979569301009178, "pred": 0.00026561733102425933, "valid_loss_l2": 1.7513769989818684e-08, "valid_loss_mape": 0.33254754543304443}}}, "406": {"train": {"loss_reduced": 0.0003091413527727127, "pred": 0.0002974760427605361, "loss_l2": 1.4019091876954493e-13, "loss_mape": 0.0012111637042835355}}, "407": {"train": {"loss_reduced": 0.0003961576148867607, "pred": 0.0007059982744976878, "loss_l2": 1.506567670617187e-08, "loss_mape": 0.30983203649520874}}, "408": {"train": {"loss_reduced": 0.0003089234232902527, "pred": 0.0002825264527928084, "loss_l2": 1.4433761919008248e-07, "loss_mape": 1.2298126220703125}}, "409": {"train": {"loss_reduced": 0.0002285027876496315, "pred": 0.00010230841871816665, "loss_l2": 2.4315229829596774e-09, "loss_mape": 0.21579812467098236}}, "410": {"train": {"loss_reduced": 0.0005975924432277679, "pred": 0.00015333246847148985, "loss_l2": 2.3324349740505568e-07, "loss_mape": 0.8081642985343933}, "valid": {"0": {"loss_reduced": 1.0856427252292633e-05, "pred": 0.00015516491839662194, "valid_loss_l2": 2.0824939994668057e-08, "valid_loss_mape": 13.292448043823242}}}, "411": {"train": {"loss_reduced": 0.00022288504987955093, "pred": 0.0005191710661165416, "loss_l2": 5.922060175578281e-09, "loss_mape": 0.34526732563972473}}, "412": {"train": {"loss_reduced": 0.0003293808549642563, "pred": 0.00019391000387258828, "loss_l2": 3.081812849359267e-08, "loss_mape": 0.5329724550247192}}, "413": {"train": {"loss_reduced": 0.0004941057413816452, "pred": 0.00030206964584067464, "loss_l2": 7.722861283809834e-08, "loss_mape": 0.5624309778213501}}, "414": {"train": {"loss_reduced": 0.00025716517120599747, "pred": 0.00035674931132234633, "loss_l2": 9.276331924823467e-10, "loss_mape": 0.1184338852763176}}, "415": {"train": {"loss_reduced": 0.00040107499808073044, "pred": 0.0004826914519071579, "loss_l2": 5.429809935009189e-10, "loss_mape": 0.05809874087572098}, "valid": {"0": {"loss_reduced": 4.5085325837135315e-05, "pred": 0.00045360421063378453, "valid_loss_l2": 1.668876734584046e-07, "valid_loss_mape": 9.061017036437988}}}, "416": {"train": {"loss_reduced": 0.0004892414435744286, "pred": 0.000962200341746211, "loss_l2": 2.093336615160979e-09, "loss_mape": 0.09351823478937149}}, "417": {"train": {"loss_reduced": 0.00036229100078344345, "pred": 0.00037145899841561913, "loss_l2": 3.9403829532602686e-07, "loss_mape": 1.732653260231018}}, "418": {"train": {"loss_reduced": 0.0002290802076458931, "pred": 0.00015538156731054187, "loss_l2": 2.0063881223109092e-08, "loss_mape": 0.6183294057846069}}, "419": {"train": {"loss_reduced": 6.38868659734726e-05, "pred": 0.00013938502524979413, "loss_l2": 7.260968271083357e-09, "loss_mape": 1.333784580230713}}, "420": {"train": {"loss_reduced": 0.000500963069498539, "pred": 0.00044820920447818935, "loss_l2": 1.2700513707386563e-07, "loss_mape": 0.7113853693008423}, "valid": {"0": {"loss_reduced": 0.0002901032567024231, "pred": 0.00045989311183802783, "valid_loss_l2": 2.882859462260967e-08, "valid_loss_mape": 0.5852738618850708}}}, "421": {"train": {"loss_reduced": 0.00012943707406520844, "pred": 7.814990385668352e-05, "loss_l2": 9.50209795291812e-08, "loss_mape": 2.381502628326416}}, "422": {"train": {"loss_reduced": 0.00022496003657579422, "pred": 0.0006037236307747662, "loss_l2": 2.2091596107998157e-08, "loss_mape": 0.6607058644294739}}, "423": {"train": {"loss_reduced": 0.0004927720874547958, "pred": 0.0007930831052362919, "loss_l2": 1.399400151314012e-08, "loss_mape": 0.24006278812885284}}, "424": {"train": {"loss_reduced": 0.0003329785540699959, "pred": 0.00027301610680297017, "loss_l2": 2.681425712580676e-07, "loss_mape": 1.5551296472549438}}, "425": {"train": {"loss_reduced": 0.00035985279828310013, "pred": 9.776431397767738e-05, "loss_l2": 2.1394265914409516e-08, "loss_mape": 0.406465619802475}, "valid": {"0": {"loss_reduced": 0.0003311093896627426, "pred": 0.00011343744699843228, "valid_loss_l2": 4.7381075063412936e-08, "valid_loss_mape": 0.6574019193649292}}}, "426": {"train": {"loss_reduced": 0.00036110077053308487, "pred": 0.0007768077775835991, "loss_l2": 6.20530471451275e-08, "loss_mape": 0.6898475885391235}}, "427": {"train": {"loss_reduced": 0.00039569009095430374, "pred": 0.0002668130327947438, "loss_l2": 1.1431350799284701e-07, "loss_mape": 0.8544636964797974}}, "428": {"train": {"loss_reduced": 9.710527956485748e-05, "pred": 5.655530912918039e-05, "loss_l2": 3.216133848127356e-08, "loss_mape": 1.846818447113037}}, "429": {"train": {"loss_reduced": 0.00022640079259872437, "pred": 9.736570063978434e-05, "loss_l2": 2.935043852403396e-08, "loss_mape": 0.7567098140716553}}, "430": {"train": {"loss_reduced": 0.0005989884957671165, "pred": 0.0004064005916006863, "loss_l2": 2.5742969000930316e-07, "loss_mape": 0.8470534682273865}, "valid": {"0": {"loss_reduced": 0.000342383049428463, "pred": 0.0004370138340163976, "valid_loss_l2": 8.954985197817678e-09, "valid_loss_mape": 0.27638864517211914}}}, "431": {"train": {"loss_reduced": 0.00030935555696487427, "pred": 2.8441852919058874e-05, "loss_l2": 8.865815637193464e-09, "loss_mape": 0.3043696880340576}}, "432": {"train": {"loss_reduced": 0.00023833755403757095, "pred": 0.00011575236567296088, "loss_l2": 4.4118653619307224e-08, "loss_mape": 0.8812896013259888}}, "433": {"train": {"loss_reduced": 0.0002617994323372841, "pred": 0.000452823267551139, "loss_l2": 2.3265810611405868e-08, "loss_mape": 0.5826267004013062}}, "434": {"train": {"loss_reduced": 0.0002845423296093941, "pred": 0.00028549914713948965, "loss_l2": 4.892776317433345e-08, "loss_mape": 0.7773754000663757}}, "435": {"train": {"loss_reduced": 0.0003101332113146782, "pred": 0.00018257604097016156, "loss_l2": 1.3220896599719367e-09, "loss_mape": 0.11724171787500381}, "valid": {"0": {"loss_reduced": 0.0005476223304867744, "pred": 0.00019039222388528287, "valid_loss_l2": 1.2761334744482156e-07, "valid_loss_mape": 0.6523293256759644}}}, "436": {"train": {"loss_reduced": 0.0006256569176912308, "pred": 0.0010759375290945172, "loss_l2": 1.8732201567672746e-07, "loss_mape": 0.6917643547058105}}, "437": {"train": {"loss_reduced": 0.00023786071687936783, "pred": 0.0003917505673598498, "loss_l2": 6.955114599804801e-07, "loss_mape": 3.506141424179077}}, "438": {"train": {"loss_reduced": 7.86222517490387e-05, "pred": 0.0001515412877779454, "loss_l2": 9.838983316967642e-08, "loss_mape": 3.989602565765381}}, "439": {"train": {"loss_reduced": 0.00038785580545663834, "pred": 0.0002601782907731831, "loss_l2": 6.204300007084385e-08, "loss_mape": 0.6422085762023926}}, "440": {"train": {"loss_reduced": 0.00021240487694740295, "pred": 0.00047711393563076854, "loss_l2": 1.660326875985163e-09, "loss_mape": 0.19183696806430817}, "valid": {"0": {"loss_reduced": 0.000143357552587986, "pred": 0.0005210358649492264, "valid_loss_l2": 1.4264091419136093e-07, "valid_loss_mape": 2.6345198154449463}}}, "441": {"train": {"loss_reduced": 0.00023822765797376633, "pred": 4.9212085286853835e-05, "loss_l2": 6.797559848337187e-08, "loss_mape": 1.0944207906723022}}, "442": {"train": {"loss_reduced": -9.090546518564224e-05, "pred": 0.00021241129434201866, "loss_l2": 1.9646204663104072e-08, "loss_mape": 1.5418756008148193}}, "443": {"train": {"loss_reduced": 0.00021829549223184586, "pred": 0.0005534746451303363, "loss_l2": 3.719027585891155e-10, "loss_mape": 0.08834254741668701}}, "444": {"train": {"loss_reduced": 0.00040832627564668655, "pred": 0.0005160444416105747, "loss_l2": 3.187626518297293e-08, "loss_mape": 0.43724653124809265}}, "445": {"train": {"loss_reduced": 0.000816740095615387, "pred": 0.000913691648747772, "loss_l2": 9.536370981777509e-08, "loss_mape": 0.3781008720397949}, "valid": {"0": {"loss_reduced": 0.00079384446144104, "pred": 0.0008923805435188115, "valid_loss_l2": 9.709359538589979e-09, "valid_loss_mape": 0.124125175178051}}}, "446": {"train": {"loss_reduced": 0.0002436656504869461, "pred": 3.254965486121364e-05, "loss_l2": 4.5649593971575086e-07, "loss_mape": 2.7728357315063477}}, "447": {"train": {"loss_reduced": 0.0001716194674372673, "pred": 0.0002283015928696841, "loss_l2": 2.0049006010935955e-08, "loss_mape": 0.8250492811203003}}, "448": {"train": {"loss_reduced": 0.00040851905941963196, "pred": 0.0007778647122904658, "loss_l2": 3.4969936280049296e-08, "loss_mape": 0.4577571153640747}}, "449": {"train": {"loss_reduced": 0.00028342846781015396, "pred": 0.000740702380426228, "loss_l2": 2.242591392587201e-07, "loss_mape": 1.6708275079727173}}, "450": {"train": {"loss_reduced": 4.535168409347534e-05, "pred": 0.00034186209086328745, "loss_l2": 5.729584131586307e-07, "loss_mape": 16.690452575683594}, "valid": {"0": {"loss_reduced": 0.0007345490157604218, "pred": 0.00034334493102505803, "valid_loss_l2": 1.530406308347665e-07, "valid_loss_mape": 0.5325772166252136}}}, "451": {"train": {"loss_reduced": 0.00023864954710006714, "pred": 1.870579035312403e-05, "loss_l2": 8.855509214811264e-09, "loss_mape": 0.3943175971508026}}, "452": {"train": {"loss_reduced": 0.0002615172415971756, "pred": 0.0002270031109219417, "loss_l2": 5.948029269120525e-08, "loss_mape": 0.932580292224884}}, "453": {"train": {"loss_reduced": 0.0003403034061193466, "pred": 0.0008122529834508896, "loss_l2": 1.2871343102460742e-08, "loss_mape": 0.3333846628665924}}, "454": {"train": {"loss_reduced": 0.0005706558004021645, "pred": 0.000513325969222933, "loss_l2": 4.8231541427412594e-08, "loss_mape": 0.38484987616539}}, "455": {"train": {"loss_reduced": -4.153512418270111e-05, "pred": 8.810095459921286e-05, "loss_l2": 3.1388347565552976e-07, "loss_mape": 13.488656997680664}, "valid": {"0": {"loss_reduced": 0.00018238183110952377, "pred": 9.267644782084972e-05, "valid_loss_l2": 8.047055466420261e-09, "valid_loss_mape": 0.49185481667518616}}}, "456": {"train": {"loss_reduced": 0.00026954617351293564, "pred": 0.0006597978062927723, "loss_l2": 2.4062790870971185e-08, "loss_mape": 0.5754927396774292}}, "457": {"train": {"loss_reduced": 0.0004456760361790657, "pred": 0.00025739867123775184, "loss_l2": 3.2783837866645626e-08, "loss_mape": 0.40626612305641174}}, "458": {"train": {"loss_reduced": 0.00019760336726903915, "pred": 8.34994061733596e-05, "loss_l2": 1.1132200050667507e-08, "loss_mape": 0.5339445471763611}}, "459": {"train": {"loss_reduced": 0.00037177279591560364, "pred": 0.00011326340609230101, "loss_l2": 8.86772255626056e-08, "loss_mape": 0.800992488861084}}, "460": {"train": {"loss_reduced": 0.00022734515368938446, "pred": 0.00027940317522734404, "loss_l2": 1.1171575664548072e-08, "loss_mape": 0.4649128019809723}, "valid": {"0": {"loss_reduced": 0.000224248506128788, "pred": 0.00027694529853761196, "valid_loss_l2": 2.7769520016818205e-09, "valid_loss_mape": 0.2349928319454193}}}, "461": {"train": {"loss_reduced": 0.0002976171672344208, "pred": 0.0005550828063860536, "loss_l2": 3.334692522116711e-10, "loss_mape": 0.06135781854391098}}, "462": {"train": {"loss_reduced": 0.00032676849514245987, "pred": 0.00015379599062725902, "loss_l2": 4.3422680562343885e-08, "loss_mape": 0.6377025246620178}}, "463": {"train": {"loss_reduced": 0.00047995708882808685, "pred": 0.00018233298033010215, "loss_l2": 1.1033471736254796e-07, "loss_mape": 0.6920758485794067}}, "464": {"train": {"loss_reduced": 0.0001218719407916069, "pred": 0.00021234778978396207, "loss_l2": 4.836658629159274e-09, "loss_mape": 0.5706489086151123}}, "465": {"train": {"loss_reduced": 0.00043353624641895294, "pred": 0.0003673873725347221, "loss_l2": 5.088938692665579e-08, "loss_mape": 0.520341157913208}, "valid": {"0": {"loss_reduced": 0.00017721671611070633, "pred": 0.00035926298005506396, "valid_loss_l2": 3.314084295880093e-08, "valid_loss_mape": 1.027252197265625}}}, "466": {"train": {"loss_reduced": 0.0002787373960018158, "pred": 7.701165304752067e-05, "loss_l2": 7.0725993950304655e-09, "loss_mape": 0.3017131984233856}}, "467": {"train": {"loss_reduced": 0.00033420510590076447, "pred": 0.0001769981172401458, "loss_l2": 6.485183234872238e-08, "loss_mape": 0.7619878649711609}}, "468": {"train": {"loss_reduced": 0.0005597677081823349, "pred": 0.0005419478402473032, "loss_l2": 1.4791234548283683e-07, "loss_mape": 0.6870595216751099}}, "469": {"train": {"loss_reduced": 0.00018894020467996597, "pred": 0.00042433530325070024, "loss_l2": 1.0574741082791661e-07, "loss_mape": 1.721117377281189}}, "470": {"train": {"loss_reduced": 0.0002931049093604088, "pred": 0.00028472027042880654, "loss_l2": 1.9456097177794618e-08, "loss_mape": 0.4758880138397217}, "valid": {"0": {"loss_reduced": 1.3317912817001343e-05, "pred": 0.0002934640506282449, "valid_loss_l2": 7.848186101000465e-08, "valid_loss_mape": 21.035287857055664}}}, "471": {"train": {"loss_reduced": 0.00022800080478191376, "pred": 6.812790525145829e-05, "loss_l2": 7.193716289322083e-09, "loss_mape": 0.3719977140426636}}, "472": {"train": {"loss_reduced": 0.0004683472216129303, "pred": 0.00022798961435910314, "loss_l2": 1.58718250986567e-07, "loss_mape": 0.8506394028663635}}, "473": {"train": {"loss_reduced": 8.085090667009354e-05, "pred": 0.00020408550335559994, "loss_l2": 2.3523609726794348e-08, "loss_mape": 1.8969990015029907}}, "474": {"train": {"loss_reduced": 0.0004287008196115494, "pred": 0.000327148474752903, "loss_l2": 5.361501109746314e-08, "loss_mape": 0.5401182770729065}}, "475": {"train": {"loss_reduced": 0.0005157226696610451, "pred": 0.0006579576293006539, "loss_l2": 2.927850495382245e-08, "loss_mape": 0.3317861258983612}, "valid": {"0": {"loss_reduced": 0.00015242397785186768, "pred": 0.0006263543618842959, "valid_loss_l2": 2.2461000526163843e-07, "valid_loss_mape": 3.10929012298584}}}, "476": {"train": {"loss_reduced": 0.00025024544447660446, "pred": 0.00011060759425163269, "loss_l2": 1.2428112938778213e-07, "loss_mape": 1.4087580442428589}}, "477": {"train": {"loss_reduced": 0.0003204112872481346, "pred": 0.00021925714099779725, "loss_l2": 4.192273195258167e-08, "loss_mape": 0.6390237212181091}}, "478": {"train": {"loss_reduced": 0.00035464484244585037, "pred": 0.0006132042035460472, "loss_l2": 2.1787750270618744e-08, "loss_mape": 0.41621002554893494}}, "479": {"train": {"loss_reduced": 0.0004536900669336319, "pred": 0.0006074482225812972, "loss_l2": 4.090542660151186e-08, "loss_mape": 0.4457908868789673}}, "480": {"train": {"loss_reduced": 3.084912896156311e-05, "pred": 0.0002094757801387459, "loss_l2": 3.0409401574615913e-07, "loss_mape": 17.8756160736084}, "valid": {"0": {"loss_reduced": 0.0001897122710943222, "pred": 0.0001845851948019117, "valid_loss_l2": 2.6286911883333097e-11, "valid_loss_mape": 0.027025539427995682}}}, "481": {"train": {"loss_reduced": 0.00026847701519727707, "pred": 0.000694325368385762, "loss_l2": 5.453095308638467e-09, "loss_mape": 0.2750517725944519}}, "482": {"train": {"loss_reduced": 0.0007033310830593109, "pred": 0.0007757114944979548, "loss_l2": 8.021941999558635e-10, "loss_mape": 0.040269844233989716}}, "483": {"train": {"loss_reduced": 0.00011072028428316116, "pred": 0.00019798359426204115, "loss_l2": 4.2249766352142615e-07, "loss_mape": 5.870633602142334}}, "484": {"train": {"loss_reduced": 0.00031712837517261505, "pred": 6.137756281532347e-05, "loss_l2": 1.4115563828909217e-08, "loss_mape": 0.3746398687362671}}, "485": {"train": {"loss_reduced": 0.0003968244418501854, "pred": 0.00014418381033465266, "loss_l2": 1.1211274397737725e-07, "loss_mape": 0.8437796831130981}, "valid": {"0": {"loss_reduced": -0.00014832522720098495, "pred": 0.00013128647697158158, "valid_loss_l2": 7.818270830739493e-08, "valid_loss_mape": 1.885125756263733}}}, "486": {"train": {"loss_reduced": 0.00037681031972169876, "pred": 0.0007726760813966393, "loss_l2": 5.7458233726492836e-08, "loss_mape": 0.6361409425735474}}, "487": {"train": {"loss_reduced": 0.00043854210525751114, "pred": 0.0003198693448211998, "loss_l2": 1.0305991082759647e-07, "loss_mape": 0.7320379018783569}}, "488": {"train": {"loss_reduced": 0.00010101217776536942, "pred": 7.911278953542933e-05, "loss_l2": 5.111149903314072e-08, "loss_mape": 2.238131284713745}}, "489": {"train": {"loss_reduced": 0.0003590751439332962, "pred": 0.0001310919178649783, "loss_l2": 7.722437800339321e-08, "loss_mape": 0.7739124894142151}}, "490": {"train": {"loss_reduced": 0.0003966577351093292, "pred": 0.0004120503435842693, "loss_l2": 6.786306983030954e-08, "loss_mape": 0.6567511558532715}, "valid": {"0": {"loss_reduced": 0.00010620430111885071, "pred": 0.00041193337528966367, "valid_loss_l2": 9.347026974637629e-08, "valid_loss_mape": 2.878688335418701}}}, "491": {"train": {"loss_reduced": 0.0005068108439445496, "pred": 0.0012482983293011785, "loss_l2": 8.576798826709364e-09, "loss_mape": 0.18273288011550903}}, "492": {"train": {"loss_reduced": 0.00020584464073181152, "pred": 0.00034054508432745934, "loss_l2": 1.0422457989989198e-06, "loss_mape": 4.959587097167969}}, "493": {"train": {"loss_reduced": 0.000311095267534256, "pred": 0.0001177491431008093, "loss_l2": 5.754166032545527e-10, "loss_mape": 0.07710770517587662}}, "494": {"train": {"loss_reduced": 0.000253225676715374, "pred": 0.00021748282597400248, "loss_l2": 1.6701340754821103e-08, "loss_mape": 0.5103497505187988}}, "495": {"train": {"loss_reduced": 0.000387461856007576, "pred": 0.0005257717566564679, "loss_l2": 2.4923902941509368e-08, "loss_mape": 0.4074544608592987}, "valid": {"0": {"loss_reduced": 0.00011050049215555191, "pred": 0.0005140673601999879, "valid_loss_l2": 1.6286621473682317e-07, "valid_loss_mape": 3.652172565460205}}}, "496": {"train": {"loss_reduced": 0.00045722536742687225, "pred": 0.00012698653154075146, "loss_l2": 1.9830839192991334e-09, "loss_mape": 0.09739580005407333}}, "497": {"train": {"loss_reduced": 0.00032651424407958984, "pred": 0.00026136753149330616, "loss_l2": 3.630247391583907e-08, "loss_mape": 0.583533763885498}}, "498": {"train": {"loss_reduced": 9.457021951675415e-05, "pred": 0.00016954404418356717, "loss_l2": 2.881014538047566e-08, "loss_mape": 1.794809341430664}}, "499": {"train": {"loss_reduced": 0.00031989067792892456, "pred": 0.0001976893108803779, "loss_l2": 2.107766405856637e-08, "loss_mape": 0.453847199678421}}, "500": {"train": {"loss_reduced": -6.227754056453705e-05, "pred": 0.00011721272312570363, "loss_l2": 7.021956349717584e-08, "loss_mape": 4.254980564117432}, "valid": {"0": {"loss_reduced": 0.0006352141499519348, "pred": 0.00011035965871997178, "valid_loss_l2": 2.7547227432478394e-07, "valid_loss_mape": 0.8262639045715332}}}}