FrankCCCCC
commited on
Upload res_CIFAR2_32_lr0.005_ep100_bs2048_attr_ckpts/md_5/step_10/pred_target.json with huggingface_hub
Browse files
res_CIFAR2_32_lr0.005_ep100_bs2048_attr_ckpts/md_5/step_10/pred_target.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"1": {"train": {"loss_reduced": 0.029413223266601562, "pred": 0.6387875080108643, "loss_l2": 0.7963089942932129, "loss_mape": 30.33878517150879}}, "2": {"train": {"loss_reduced": 0.027326345443725586, "pred": 0.32217293977737427, "loss_l2": 0.41283050179481506, "loss_mape": 23.512800216674805}}, "3": {"train": {"loss_reduced": 0.029585957527160645, "pred": 0.4706743657588959, "loss_l2": 0.07926375418901443, "loss_mape": 9.515939712524414}}, "4": {"train": {"loss_reduced": 0.026844382286071777, "pred": 0.3443562388420105, "loss_l2": 0.21948252618312836, "loss_mape": 17.452054977416992}}, "5": {"train": {"loss_reduced": 0.0285189151763916, "pred": 0.21756991744041443, "loss_l2": 0.09899106621742249, "loss_mape": 11.032272338867188}, "valid": {"0": {"loss_reduced": 0.03118896484375, "pred": 0.2040240317583084, "valid_loss_l2": 0.02987196110188961, "valid_loss_mape": 5.541545391082764}}}, "6": {"train": {"loss_reduced": 0.031192779541015625, "pred": 1.5937373638153076, "loss_l2": 0.03105957619845867, "loss_mape": 5.649938106536865}}, "7": {"train": {"loss_reduced": 0.025033116340637207, "pred": 0.16825543344020844, "loss_l2": 2.344881772994995, "loss_mape": 61.170997619628906}}, "8": {"train": {"loss_reduced": 0.02695178985595703, "pred": 0.6496504545211792, "loss_l2": 0.020045263692736626, "loss_mape": 5.25313138961792}}, "9": {"train": {"loss_reduced": 0.03258323669433594, "pred": 0.6310427188873291, "loss_l2": 0.41123658418655396, "loss_mape": 19.681203842163086}}, "10": {"train": {"loss_reduced": 0.023026347160339355, "pred": 0.3450772166252136, "loss_l2": 0.40792596340179443, "loss_mape": 27.73739242553711}, "valid": {"0": {"loss_reduced": 0.030321955680847168, "pred": 0.3362499475479126, "valid_loss_l2": 0.09359193593263626, "valid_loss_mape": 10.089323043823242}}}, "11": {"train": {"loss_reduced": 0.02938687801361084, "pred": 0.7449386715888977, "loss_l2": 0.07726521044969559, "loss_mape": 9.458854675292969}}, "12": {"train": {"loss_reduced": 0.0326533317565918, "pred": 0.03932146728038788, "loss_l2": 0.6050987839698792, "loss_mape": 23.822406768798828}}, "13": {"train": {"loss_reduced": 0.026822209358215332, "pred": 1.6208800077438354, "loss_l2": 0.00019089438137598336, "loss_mape": 0.5151124596595764}}, "14": {"train": {"loss_reduced": 0.027225613594055176, "pred": 0.06522741168737411, "loss_l2": 2.5588622093200684, "loss_mape": 58.755126953125}}, "15": {"train": {"loss_reduced": 0.02836894989013672, "pred": 0.40644219517707825, "loss_l2": 0.00135290645994246, "loss_mape": 1.2965540885925293}, "valid": {"0": {"loss_reduced": 0.025334835052490234, "pred": 0.41917312145233154, "valid_loss_l2": 0.15510860085487366, "valid_loss_mape": 15.545326232910156}}}, "16": {"train": {"loss_reduced": 0.026674866676330566, "pred": 0.33898085355758667, "loss_l2": 0.1545015275478363, "loss_mape": 14.735474586486816}}, "17": {"train": {"loss_reduced": 0.024666786193847656, "pred": 0.2855345904827118, "loss_l2": 0.0804838091135025, "loss_mape": 11.501160621643066}}, "18": {"train": {"loss_reduced": 0.02577972412109375, "pred": 0.07298365980386734, "loss_l2": 0.07040760666131973, "loss_mape": 10.292752265930176}}, "19": {"train": {"loss_reduced": 0.032654404640197754, "pred": 0.06481023132801056, "loss_l2": 0.0026472127065062523, "loss_mape": 1.5756242275238037}}, "20": {"train": {"loss_reduced": 0.03693413734436035, "pred": 0.22958536446094513, "loss_l2": 0.0009108598460443318, "loss_mape": 0.8171425461769104}, "valid": {"0": {"loss_reduced": 0.03134274482727051, "pred": 0.19189690053462982, "valid_loss_l2": 0.025777636095881462, "valid_loss_mape": 5.122529983520508}}}, "21": {"train": {"loss_reduced": 0.03115677833557129, "pred": 0.2323082685470581, "loss_l2": 0.03699382022023201, "loss_mape": 6.173224449157715}}, "22": {"train": {"loss_reduced": 0.027693748474121094, "pred": 0.27318841218948364, "loss_l2": 0.0326194167137146, "loss_mape": 6.521633148193359}}, "23": {"train": {"loss_reduced": 0.02902531623840332, "pred": 0.10079748928546906, "loss_l2": 0.050072915852069855, "loss_mape": 7.709469318389893}}, "24": {"train": {"loss_reduced": 0.022736668586730957, "pred": 0.40743112564086914, "loss_l2": 0.006073328200727701, "loss_mape": 3.4275715351104736}}, "25": {"train": {"loss_reduced": 0.02856755256652832, "pred": 0.14236599206924438, "loss_l2": 0.1703941375017166, "loss_mape": 14.449548721313477}, "valid": {"0": {"loss_reduced": 0.03638923168182373, "pred": 0.12061386555433273, "valid_loss_l2": 0.007093789055943489, "valid_loss_mape": 2.3145482540130615}}}, "26": {"train": {"loss_reduced": 0.02478933334350586, "pred": 0.25918450951576233, "loss_l2": 0.011419396847486496, "loss_mape": 4.310788631439209}}, "27": {"train": {"loss_reduced": 0.027419567108154297, "pred": 0.01309557817876339, "loss_l2": 0.054069992154836655, "loss_mape": 8.480423927307129}}, "28": {"train": {"loss_reduced": 0.031659483909606934, "pred": 0.0850261002779007, "loss_l2": 0.00039249699329957366, "loss_mape": 0.6257694363594055}}, "29": {"train": {"loss_reduced": 0.031218647956848145, "pred": 0.10056564956903458, "loss_l2": 0.005707816686481237, "loss_mape": 2.4200308322906494}}, "30": {"train": {"loss_reduced": 0.02298915386199951, "pred": 0.06271669268608093, "loss_l2": 0.005124612711369991, "loss_mape": 3.1139206886291504}, "valid": {"0": {"loss_reduced": 0.03173184394836426, "pred": 0.056694187223911285, "valid_loss_l2": 0.0006231185980141163, "valid_loss_mape": 0.7866653800010681}}}, "31": {"train": {"loss_reduced": 0.029035568237304688, "pred": 0.10931071639060974, "loss_l2": 0.0008851851453073323, "loss_mape": 1.0246763229370117}}, "32": {"train": {"loss_reduced": 0.029836654663085938, "pred": 0.0031874990090727806, "loss_l2": 0.007153146900236607, "loss_mape": 2.834643602371216}}, "33": {"train": {"loss_reduced": 0.026165366172790527, "pred": 0.10428562015295029, "loss_l2": 0.0005334452725946903, "loss_mape": 0.8827101588249207}}, "34": {"train": {"loss_reduced": 0.02730846405029297, "pred": 0.021630214527249336, "loss_l2": 0.002356411889195442, "loss_mape": 1.7775765657424927}}, "35": {"train": {"loss_reduced": 0.027859807014465332, "pred": 0.020191680639982224, "loss_l2": 1.788144618330989e-05, "loss_mape": 0.1517830342054367}, "valid": {"0": {"loss_reduced": 0.033411502838134766, "pred": 0.021571196615695953, "valid_loss_l2": 0.00014019284571986645, "valid_loss_mape": 0.3543781340122223}}}, "36": {"train": {"loss_reduced": 0.029939889907836914, "pred": 0.538068950176239, "loss_l2": 9.3672817456536e-05, "loss_mape": 0.3232634365558624}}, "37": {"train": {"loss_reduced": 0.031552791595458984, "pred": 0.06220659613609314, "loss_l2": 0.2553187906742096, "loss_mape": 16.01413917541504}}, "38": {"train": {"loss_reduced": 0.02682971954345703, "pred": 0.008327041752636433, "loss_l2": 0.0012361343251541257, "loss_mape": 1.310438632965088}}, "39": {"train": {"loss_reduced": 0.025810718536376953, "pred": 0.037512265145778656, "loss_l2": 0.00031988153932616115, "loss_mape": 0.6929382085800171}}, "40": {"train": {"loss_reduced": 0.030243515968322754, "pred": 0.4433809816837311, "loss_l2": 0.0001055652683135122, "loss_mape": 0.3397255837917328}, "valid": {"0": {"loss_reduced": 0.027823328971862793, "pred": 0.4166729152202606, "valid_loss_l2": 0.15120400488376617, "valid_loss_mape": 13.975666999816895}}}, "41": {"train": {"loss_reduced": 0.03178250789642334, "pred": 0.09388276934623718, "loss_l2": 0.10836959630250931, "loss_mape": 10.35775375366211}}, "42": {"train": {"loss_reduced": 0.029347538948059082, "pred": 0.2756348252296448, "loss_l2": 0.0028584920801222324, "loss_mape": 1.8217836618423462}}, "43": {"train": {"loss_reduced": 0.02822887897491455, "pred": 0.18252693116664886, "loss_l2": 0.07452759891748428, "loss_mape": 9.670856475830078}}, "44": {"train": {"loss_reduced": 0.023472905158996582, "pred": 0.07500787079334259, "loss_l2": 0.021507617086172104, "loss_mape": 6.247831344604492}}, "45": {"train": {"loss_reduced": 0.032683730125427246, "pred": 0.08297594636678696, "loss_l2": 0.002839482156559825, "loss_mape": 1.6303766965866089}, "valid": {"0": {"loss_reduced": 0.02851724624633789, "pred": 0.088919498026371, "valid_loss_l2": 0.003648431971669197, "valid_loss_mape": 2.118095636367798}}}, "46": {"train": {"loss_reduced": 0.028153657913208008, "pred": 0.03202439844608307, "loss_l2": 0.0032626274041831493, "loss_mape": 2.0288453102111816}}, "47": {"train": {"loss_reduced": 0.028548359870910645, "pred": 0.11248849332332611, "loss_l2": 2.723870920817717e-06, "loss_mape": 0.05781121551990509}}, "48": {"train": {"loss_reduced": 0.030414223670959473, "pred": 0.015888424590229988, "loss_l2": 0.004053719341754913, "loss_mape": 2.0933897495269775}}, "49": {"train": {"loss_reduced": 0.026298880577087402, "pred": 0.015751119703054428, "loss_l2": 9.897627751342952e-05, "loss_mape": 0.378292977809906}}, "50": {"train": {"loss_reduced": 0.02408742904663086, "pred": 0.05418561398983002, "loss_l2": 6.243080133572221e-05, "loss_mape": 0.32802656292915344}, "valid": {"0": {"loss_reduced": 0.03426802158355713, "pred": 0.05271425098180771, "valid_loss_l2": 0.0003402633883524686, "valid_loss_mape": 0.5382928252220154}}}, "51": {"train": {"loss_reduced": 0.02954280376434326, "pred": 0.06310020387172699, "loss_l2": 0.0005018681404180825, "loss_mape": 0.7583035826683044}}, "52": {"train": {"loss_reduced": 0.029858708381652832, "pred": 0.014215298928320408, "loss_l2": 0.0012070368975400925, "loss_mape": 1.1635613441467285}}, "53": {"train": {"loss_reduced": 0.02700638771057129, "pred": 0.06909437477588654, "loss_l2": 0.0001616224617464468, "loss_mape": 0.4707435369491577}}, "54": {"train": {"loss_reduced": 0.025726795196533203, "pred": 0.03056091070175171, "loss_l2": 0.0016828792868182063, "loss_mape": 1.5945597887039185}}, "55": {"train": {"loss_reduced": 0.03337728977203369, "pred": 0.016902538016438484, "loss_l2": 4.314881607569987e-06, "loss_mape": 0.06223481148481369}, "valid": {"0": {"loss_reduced": 0.02938532829284668, "pred": 0.017259571701288223, "valid_loss_l2": 0.00014703397755511105, "valid_loss_mape": 0.412646621465683}}}, "56": {"train": {"loss_reduced": 0.025202035903930664, "pred": 0.42833632230758667, "loss_l2": 7.409789395751432e-05, "loss_mape": 0.3415602445602417}}, "57": {"train": {"loss_reduced": 0.029243946075439453, "pred": 0.04512316361069679, "loss_l2": 0.15676622092723846, "loss_mape": 13.539114952087402}}, "58": {"train": {"loss_reduced": 0.02799677848815918, "pred": 0.010817148722708225, "loss_l2": 0.0002855312777683139, "loss_mape": 0.6035577058792114}}, "59": {"train": {"loss_reduced": 0.029076218605041504, "pred": 0.01582104153931141, "loss_l2": 0.00033575829002074897, "loss_mape": 0.6301957368850708}}, "60": {"train": {"loss_reduced": 0.03260445594787598, "pred": 0.032193154096603394, "loss_l2": 0.00024700118228793144, "loss_mape": 0.4820283353328705}, "valid": {"0": {"loss_reduced": 0.031268954277038574, "pred": 0.035662103444337845, "valid_loss_l2": 1.9299759514979087e-05, "valid_loss_mape": 0.14049555361270905}}}, "61": {"train": {"loss_reduced": 0.026091933250427246, "pred": 0.023975897580385208, "loss_l2": 6.896198556205491e-06, "loss_mape": 0.1006464883685112}}, "62": {"train": {"loss_reduced": 0.03070974349975586, "pred": 0.21688497066497803, "loss_l2": 4.878581967204809e-05, "loss_mape": 0.2274419665336609}}, "63": {"train": {"loss_reduced": 0.03173041343688965, "pred": 0.054015569388866425, "loss_l2": 0.036333486437797546, "loss_mape": 6.007278919219971}}, "64": {"train": {"loss_reduced": 0.029069185256958008, "pred": 0.0667768269777298, "loss_l2": 0.0005788534763269126, "loss_mape": 0.827659010887146}}, "65": {"train": {"loss_reduced": 0.018973708152770996, "pred": 0.006165684200823307, "loss_l2": 0.0011405295226722956, "loss_mape": 1.779922366142273}, "valid": {"0": {"loss_reduced": 0.029826998710632324, "pred": 0.005591182503849268, "valid_loss_l2": 0.0005873747868463397, "valid_loss_mape": 0.8125462532043457}}}, "66": {"train": {"loss_reduced": 0.0305556058883667, "pred": 0.8581869006156921, "loss_l2": 0.0006076119607314467, "loss_mape": 0.8067189455032349}}, "67": {"train": {"loss_reduced": 0.03043198585510254, "pred": 0.07968886196613312, "loss_l2": 0.5722368955612183, "loss_mape": 24.85750961303711}}, "68": {"train": {"loss_reduced": 0.025383949279785156, "pred": 0.017116639763116837, "loss_l2": 0.003912636078894138, "loss_mape": 2.4641976356506348}}, "69": {"train": {"loss_reduced": 0.026565909385681152, "pred": 0.025111502036452293, "loss_l2": 9.177299943985417e-05, "loss_mape": 0.3606058657169342}}, "70": {"train": {"loss_reduced": 0.027389049530029297, "pred": 0.07075219601392746, "loss_l2": 2.2786599629398552e-07, "loss_mape": 0.01742861233651638}, "valid": {"0": {"loss_reduced": 0.03257858753204346, "pred": 0.07125342637300491, "valid_loss_l2": 0.0014957431703805923, "valid_loss_mape": 1.187124490737915}}}, "71": {"train": {"loss_reduced": 0.02678811550140381, "pred": 0.08454438298940659, "loss_l2": 0.0017801469657570124, "loss_mape": 1.5750188827514648}}, "72": {"train": {"loss_reduced": 0.026334524154663086, "pred": 0.015700267627835274, "loss_l2": 0.003475022502243519, "loss_mape": 2.238480567932129}}, "73": {"train": {"loss_reduced": 0.03002297878265381, "pred": 0.020132508128881454, "loss_l2": 0.00020762105123139918, "loss_mape": 0.4799344539642334}}, "74": {"train": {"loss_reduced": 0.029703497886657715, "pred": 3.468440294265747, "loss_l2": 0.00015558562881778926, "loss_mape": 0.41993024945259094}}, "75": {"train": {"loss_reduced": 0.029663443565368652, "pred": 0.11493831872940063, "loss_l2": 12.883219718933105, "loss_mape": 121.00146484375}, "valid": {"0": {"loss_reduced": 0.03092324733734131, "pred": 0.09558555483818054, "valid_loss_l2": 0.004181214142590761, "valid_loss_mape": 2.0910580158233643}}}, "76": {"train": {"loss_reduced": 0.026701927185058594, "pred": 0.017581922933459282, "loss_l2": 0.0021911635994911194, "loss_mape": 1.753051996231079}}, "77": {"train": {"loss_reduced": 0.026307106018066406, "pred": 0.09810450673103333, "loss_l2": 7.816961442586035e-05, "loss_mape": 0.3360825181007385}}, "78": {"train": {"loss_reduced": 0.030527591705322266, "pred": 0.031097842380404472, "loss_l2": 0.005971846170723438, "loss_mape": 2.5314056873321533}}, "79": {"train": {"loss_reduced": 0.027187228202819824, "pred": 0.01813562586903572, "loss_l2": 2.030745417869184e-05, "loss_mape": 0.1657535433769226}}, "80": {"train": {"loss_reduced": 0.029186010360717773, "pred": 0.05868455395102501, "loss_l2": 0.0001608456514077261, "loss_mape": 0.43454015254974365}, "valid": {"0": {"loss_reduced": 0.03566145896911621, "pred": 0.06556810438632965, "valid_loss_l2": 0.0008944074506871402, "valid_loss_mape": 0.838626503944397}}}, "81": {"train": {"loss_reduced": 0.0309603214263916, "pred": 0.019418584182858467, "loss_l2": 0.0005849160952493548, "loss_mape": 0.7811623811721802}}, "82": {"train": {"loss_reduced": 0.022949814796447754, "pred": 0.1250220239162445, "loss_l2": 6.9244606493157335e-06, "loss_mape": 0.11466049402952194}}, "83": {"train": {"loss_reduced": 0.027295470237731934, "pred": 0.0210576131939888, "loss_l2": 0.008664719760417938, "loss_mape": 3.4102537631988525}}, "84": {"train": {"loss_reduced": 0.03031337261199951, "pred": 0.006813284009695053, "loss_l2": 8.340610656887293e-05, "loss_mape": 0.3012760877609253}}, "85": {"train": {"loss_reduced": 0.03188729286193848, "pred": 0.02801065891981125, "loss_l2": 0.0006270566955208778, "loss_mape": 0.7853002548217773}, "valid": {"0": {"loss_reduced": 0.03184914588928223, "pred": 0.0277576744556427, "valid_loss_l2": 1.6740137652959675e-05, "valid_loss_mape": 0.12846408784389496}}}, "86": {"train": {"loss_reduced": 0.02758336067199707, "pred": 0.3600173592567444, "loss_l2": 1.0494504749658518e-06, "loss_mape": 0.03713930770754814}}, "87": {"train": {"loss_reduced": 0.026473283767700195, "pred": 0.056612152606248856, "loss_l2": 0.1228461042046547, "loss_mape": 13.23953914642334}}, "88": {"train": {"loss_reduced": 0.027335166931152344, "pred": 0.007493788842111826, "loss_l2": 0.0008266581571660936, "loss_mape": 1.0518195629119873}}, "89": {"train": {"loss_reduced": 0.030349135398864746, "pred": 0.019935349002480507, "loss_l2": 0.0005260417819954455, "loss_mape": 0.7557250261306763}}, "90": {"train": {"loss_reduced": 0.032082438468933105, "pred": 0.17931890487670898, "loss_l2": 1.9434539311191656e-08, "loss_mape": 0.004345299676060677}, "valid": {"0": {"loss_reduced": 0.031237125396728516, "pred": 0.13989309966564178, "valid_loss_l2": 0.011806121096014977, "valid_loss_mape": 3.478424310684204}}}, "91": {"train": {"loss_reduced": 0.027631640434265137, "pred": 0.022826798260211945, "loss_l2": 0.007377247326076031, "loss_mape": 3.1084258556365967}}, "92": {"train": {"loss_reduced": 0.026697397232055664, "pred": 0.08277975022792816, "loss_l2": 9.856060387392063e-06, "loss_mape": 0.11759334802627563}}, "93": {"train": {"loss_reduced": 0.0328444242477417, "pred": 0.035119522362947464, "loss_l2": 0.0022972493898123503, "loss_mape": 1.4592927694320679}}, "94": {"train": {"loss_reduced": 0.02710127830505371, "pred": 0.013748528435826302, "loss_l2": 7.265439489856362e-05, "loss_mape": 0.3145148754119873}}, "95": {"train": {"loss_reduced": 0.028727293014526367, "pred": 0.0332086980342865, "loss_l2": 0.0002417281793896109, "loss_mape": 0.541213870048523}, "valid": {"0": {"loss_reduced": 0.028759121894836426, "pred": 0.035172656178474426, "valid_loss_l2": 4.113342220080085e-05, "valid_loss_mape": 0.22300869226455688}}}, "96": {"train": {"loss_reduced": 0.028657078742980957, "pred": 0.04368986189365387, "loss_l2": 2.1845185983693227e-05, "loss_mape": 0.16309699416160583}}, "97": {"train": {"loss_reduced": 0.02876603603363037, "pred": 0.0035524095874279737, "loss_l2": 0.0003369835903868079, "loss_mape": 0.6381523609161377}}, "98": {"train": {"loss_reduced": 0.027431249618530273, "pred": 0.023410318419337273, "loss_l2": 0.000575954676605761, "loss_mape": 0.8748801350593567}}, "99": {"train": {"loss_reduced": 0.03128540515899658, "pred": 0.09730991721153259, "loss_l2": 8.196617272915319e-05, "loss_mape": 0.2893846929073334}}, "100": {"train": {"loss_reduced": 0.022655487060546875, "pred": 0.028273416683077812, "loss_l2": 0.009608590044081211, "loss_mape": 4.326696395874023}, "valid": {"0": {"loss_reduced": 0.029845118522644043, "pred": 0.025225196033716202, "valid_loss_l2": 2.134368332917802e-05, "valid_loss_mape": 0.15479658544063568}}}, "101": {"train": {"loss_reduced": 0.032708168029785156, "pred": 0.2766137719154358, "loss_l2": 3.8724621845176443e-05, "loss_mape": 0.1902555674314499}}, "102": {"train": {"loss_reduced": 0.022741317749023438, "pred": 0.0554891973733902, "loss_l2": 0.05111660063266754, "loss_mape": 9.941807746887207}}, "103": {"train": {"loss_reduced": 0.029553771018981934, "pred": 0.013627324253320694, "loss_l2": 0.0008391138981096447, "loss_mape": 0.9801613092422485}}, "104": {"train": {"loss_reduced": 0.031258344650268555, "pred": 0.016987023875117302, "loss_l2": 0.00030681671341881156, "loss_mape": 0.5603682994842529}}, "105": {"train": {"loss_reduced": 0.030887365341186523, "pred": 0.044201068580150604, "loss_l2": 0.00017972456407733262, "loss_mape": 0.4340330958366394}, "valid": {"0": {"loss_reduced": 0.022945642471313477, "pred": 0.040890514850616455, "valid_loss_l2": 0.00032201845897361636, "valid_loss_mape": 0.7820601463317871}}}, "106": {"train": {"loss_reduced": 0.02141737937927246, "pred": 0.00881324801594019, "loss_l2": 0.0003736692888196558, "loss_mape": 0.90256267786026}}, "107": {"train": {"loss_reduced": 0.028764009475708008, "pred": 0.9984855055809021, "loss_l2": 0.0003117465821560472, "loss_mape": 0.6138346791267395}}, "108": {"train": {"loss_reduced": 0.032531142234802246, "pred": 0.0691610723733902, "loss_l2": 0.9702330231666565, "loss_mape": 30.2788028717041}}, "109": {"train": {"loss_reduced": 0.03147768974304199, "pred": 0.01468226034194231, "loss_l2": 0.0018066024640575051, "loss_mape": 1.3502943515777588}}, "110": {"train": {"loss_reduced": 0.02805042266845703, "pred": 0.01195123977959156, "loss_l2": 0.00012781420082319528, "loss_mape": 0.4030418395996094}, "valid": {"0": {"loss_reduced": 0.029479622840881348, "pred": 0.012018588371574879, "valid_loss_l2": 0.00030488776974380016, "valid_loss_mape": 0.5923086404800415}}}, "111": {"train": {"loss_reduced": 0.028546810150146484, "pred": 1.077319860458374, "loss_l2": 0.00025260288384743035, "loss_mape": 0.5567517280578613}}, "112": {"train": {"loss_reduced": 0.033104538917541504, "pred": 0.08502337336540222, "loss_l2": 1.0587838888168335, "loss_mape": 31.0825138092041}}, "113": {"train": {"loss_reduced": 0.02768528461456299, "pred": 0.03460073843598366, "loss_l2": 0.0037112426944077015, "loss_mape": 2.2004458904266357}}, "114": {"train": {"loss_reduced": 0.026314973831176758, "pred": 0.029927600175142288, "loss_l2": 5.777933984063566e-05, "loss_mape": 0.2888573110103607}}, "115": {"train": {"loss_reduced": 0.022443294525146484, "pred": 0.027978377416729927, "loss_l2": 5.777350816060789e-05, "loss_mape": 0.3386707901954651}, "valid": {"0": {"loss_reduced": 0.031016945838928223, "pred": 0.028898797929286957, "valid_loss_l2": 4.486550551519031e-06, "valid_loss_mape": 0.06829002499580383}}}, "116": {"train": {"loss_reduced": 0.024613618850708008, "pred": 0.010097267106175423, "loss_l2": 1.3036632481089327e-05, "loss_mape": 0.14669227600097656}}, "117": {"train": {"loss_reduced": 0.029958367347717285, "pred": 0.04118878021836281, "loss_l2": 0.0003957616863772273, "loss_mape": 0.6640468835830688}}, "118": {"train": {"loss_reduced": 0.031356096267700195, "pred": 0.03418333828449249, "loss_l2": 9.667486301623285e-05, "loss_mape": 0.31357020139694214}}, "119": {"train": {"loss_reduced": 0.025386691093444824, "pred": 0.01948382332921028, "loss_l2": 7.7640957897529e-05, "loss_mape": 0.3470878005027771}}, "120": {"train": {"loss_reduced": 0.03342390060424805, "pred": 0.02057434804737568, "loss_l2": 0.0001947688142536208, "loss_mape": 0.41754433512687683}, "valid": {"0": {"loss_reduced": 0.031026482582092285, "pred": 0.020581237971782684, "valid_loss_l2": 0.00010910313721979037, "valid_loss_mape": 0.33665576577186584}}}, "121": {"train": {"loss_reduced": 0.02980506420135498, "pred": 0.07531315833330154, "loss_l2": 8.509594772476703e-05, "loss_mape": 0.30950266122817993}}, "122": {"train": {"loss_reduced": 0.032500624656677246, "pred": 0.03306550905108452, "loss_l2": 0.0018336920766159892, "loss_mape": 1.3175632953643799}}, "123": {"train": {"loss_reduced": 0.025171279907226562, "pred": 0.014095180667936802, "loss_l2": 6.231638690223917e-05, "loss_mape": 0.31361427903175354}}, "124": {"train": {"loss_reduced": 0.02446901798248291, "pred": 0.008422059938311577, "loss_l2": 0.00010762981401057914, "loss_mape": 0.4239842891693115}}, "125": {"train": {"loss_reduced": 0.03167617321014404, "pred": 0.00909370370209217, "loss_l2": 0.0005408296710811555, "loss_mape": 0.7341715693473816}, "valid": {"0": {"loss_reduced": 0.031145334243774414, "pred": 0.009094742126762867, "valid_loss_l2": 0.00048622864414937794, "valid_loss_mape": 0.7079902291297913}}}, "126": {"train": {"loss_reduced": 0.0288851261138916, "pred": 0.04408460110425949, "loss_l2": 0.00039166928036138415, "loss_mape": 0.6851497292518616}}, "127": {"train": {"loss_reduced": 0.02785170078277588, "pred": 0.024342233315110207, "loss_l2": 0.00026461921515874565, "loss_mape": 0.5840620398521423}}, "128": {"train": {"loss_reduced": 0.03196310997009277, "pred": 0.020506927743554115, "loss_l2": 5.8028570492751896e-05, "loss_mape": 0.2383262664079666}}, "129": {"train": {"loss_reduced": 0.027128934860229492, "pred": 0.022079987451434135, "loss_l2": 4.3841529986821115e-05, "loss_mape": 0.24406759440898895}}, "130": {"train": {"loss_reduced": 0.026129722595214844, "pred": 0.02633681334555149, "loss_l2": 1.634175168874208e-05, "loss_mape": 0.1547086089849472}, "valid": {"0": {"loss_reduced": 0.02767622470855713, "pred": 0.026334010064601898, "valid_loss_l2": 1.8015401792581542e-06, "valid_loss_mape": 0.0484970286488533}}}, "131": {"train": {"loss_reduced": 0.029750585556030273, "pred": 0.08143577724695206, "loss_l2": 1.1674909728753846e-05, "loss_mape": 0.11485006660223007}}, "132": {"train": {"loss_reduced": 0.026431560516357422, "pred": 0.036425501108169556, "loss_l2": 0.003025736892595887, "loss_mape": 2.081099033355713}}, "133": {"train": {"loss_reduced": 0.02962958812713623, "pred": 0.016633372753858566, "loss_l2": 4.614656791090965e-05, "loss_mape": 0.22926834225654602}}, "134": {"train": {"loss_reduced": 0.02948439121246338, "pred": 0.009180832654237747, "loss_l2": 0.0001649846526561305, "loss_mape": 0.4356418550014496}}, "135": {"train": {"loss_reduced": 0.02942788600921631, "pred": 0.006603322457522154, "loss_l2": 0.0004100702644791454, "loss_mape": 0.6881293654441833}, "valid": {"0": {"loss_reduced": 0.02610182762145996, "pred": 0.0066036805510520935, "valid_loss_l2": 0.0003801777493208647, "valid_loss_mape": 0.7470031380653381}}}, "136": {"train": {"loss_reduced": 0.027661800384521484, "pred": 0.029476633295416832, "loss_l2": 0.0004435339942574501, "loss_mape": 0.7613476514816284}}, "137": {"train": {"loss_reduced": 0.027580618858337402, "pred": 0.04330301284790039, "loss_l2": 3.5937407574238023e-06, "loss_mape": 0.06873364001512527}}, "138": {"train": {"loss_reduced": 0.030359625816345215, "pred": 0.023777730762958527, "loss_l2": 0.00016755711112637073, "loss_mape": 0.4263684153556824}}, "139": {"train": {"loss_reduced": 0.026869773864746094, "pred": 0.015970105305314064, "loss_l2": 9.561928891343996e-06, "loss_mape": 0.11508235335350037}}, "140": {"train": {"loss_reduced": 0.029599547386169434, "pred": 0.017425868660211563, "loss_l2": 0.00018575981084723026, "loss_mape": 0.4604588449001312}, "valid": {"0": {"loss_reduced": 0.031748294830322266, "pred": 0.017425768077373505, "valid_loss_l2": 0.00020513476920314133, "valid_loss_mape": 0.45112743973731995}}}, "141": {"train": {"loss_reduced": 0.029639601707458496, "pred": 0.05637063831090927, "loss_l2": 0.00014917581574991345, "loss_mape": 0.41207554936408997}}, "142": {"train": {"loss_reduced": 0.03121209144592285, "pred": 0.029298413544893265, "loss_l2": 0.000632952491287142, "loss_mape": 0.8060513138771057}}, "143": {"train": {"loss_reduced": 0.028457999229431152, "pred": 0.016781745478510857, "loss_l2": 7.061929068186146e-07, "loss_mape": 0.02952958270907402}}, "144": {"train": {"loss_reduced": 0.022829890251159668, "pred": 0.012040586210787296, "loss_l2": 3.6579200241249055e-05, "loss_mape": 0.26491910219192505}}, "145": {"train": {"loss_reduced": 0.03257942199707031, "pred": 0.01237494871020317, "loss_l2": 0.0004218439571559429, "loss_mape": 0.6304237246513367}, "valid": {"0": {"loss_reduced": 0.030020475387573242, "pred": 0.012374958023428917, "valid_loss_l2": 0.00031136427423916757, "valid_loss_mape": 0.5877827405929565}}}, "146": {"train": {"loss_reduced": 0.025259852409362793, "pred": 0.0417412593960762, "loss_l2": 0.0001660203852225095, "loss_mape": 0.510093629360199}}, "147": {"train": {"loss_reduced": 0.029018402099609375, "pred": 0.02460843324661255, "loss_l2": 0.00016187233268283308, "loss_mape": 0.4384426772594452}}, "148": {"train": {"loss_reduced": 0.026089787483215332, "pred": 0.017507949844002724, "loss_l2": 2.1944213131064316e-06, "loss_mape": 0.056779228150844574}}, "149": {"train": {"loss_reduced": 0.03399002552032471, "pred": 0.020149577409029007, "loss_l2": 0.0002716586459428072, "loss_mape": 0.4849090278148651}}, "150": {"train": {"loss_reduced": 0.03512465953826904, "pred": 0.029088962823152542, "loss_l2": 0.00022425308998208493, "loss_mape": 0.4263409972190857}, "valid": {"0": {"loss_reduced": 0.023419857025146484, "pred": 0.02908877655863762, "valid_loss_l2": 3.2136649679159746e-05, "valid_loss_mape": 0.24205611646175385}}}, "151": {"train": {"loss_reduced": 0.02595221996307373, "pred": 0.010568683035671711, "loss_l2": 9.838056939770468e-06, "loss_mape": 0.12085932493209839}}, "152": {"train": {"loss_reduced": 0.03544199466705322, "pred": 0.02057265304028988, "loss_l2": 0.000618680554907769, "loss_mape": 0.7018027901649475}}, "153": {"train": {"loss_reduced": 0.02709352970123291, "pred": 0.04200112074613571, "loss_l2": 4.252200233167969e-05, "loss_mape": 0.24068069458007812}}, "154": {"train": {"loss_reduced": 0.027435660362243652, "pred": 0.03226323425769806, "loss_l2": 0.00021215339074842632, "loss_mape": 0.5308961272239685}}, "155": {"train": {"loss_reduced": 0.026406168937683105, "pred": 0.022124480456113815, "loss_l2": 3.4304823202546686e-05, "loss_mape": 0.22180543839931488}, "valid": {"0": {"loss_reduced": 0.02725839614868164, "pred": 0.022124502807855606, "valid_loss_l2": 2.6356859962106682e-05, "valid_loss_mape": 0.18834172189235687}}}, "156": {"train": {"loss_reduced": 0.02598428726196289, "pred": 0.06040515378117561, "loss_l2": 1.489793612563517e-05, "loss_mape": 0.14854301512241364}}, "157": {"train": {"loss_reduced": 0.031374573707580566, "pred": 0.030167214572429657, "loss_l2": 0.0008427745779044926, "loss_mape": 0.925290048122406}}, "158": {"train": {"loss_reduced": 0.029612064361572266, "pred": 0.01662483438849449, "loss_l2": 3.082434716361604e-07, "loss_mape": 0.01874900609254837}}, "159": {"train": {"loss_reduced": 0.027251482009887695, "pred": 0.012196885421872139, "loss_l2": 0.00011292615090496838, "loss_mape": 0.38994839787483215}}, "160": {"train": {"loss_reduced": 0.030156373977661133, "pred": 0.011973812244832516, "loss_l2": 0.00032254261896014214, "loss_mape": 0.5955448150634766}, "valid": {"0": {"loss_reduced": 0.027712225914001465, "pred": 0.011973755434155464, "valid_loss_l2": 0.0002476994413882494, "valid_loss_mape": 0.5679251551628113}}}, "161": {"train": {"loss_reduced": 0.02814042568206787, "pred": 0.03728613257408142, "loss_l2": 0.000261359236901626, "loss_mape": 0.574497640132904}}, "162": {"train": {"loss_reduced": 0.02911853790283203, "pred": 0.028925076127052307, "loss_l2": 6.67092390358448e-05, "loss_mape": 0.28049391508102417}}, "163": {"train": {"loss_reduced": 0.026506543159484863, "pred": 0.021170582622289658, "loss_l2": 5.849211447639391e-06, "loss_mape": 0.09124216437339783}}, "164": {"train": {"loss_reduced": 0.029665470123291016, "pred": 0.02368641272187233, "loss_l2": 7.216361700557172e-05, "loss_mape": 0.2863570749759674}}, "165": {"train": {"loss_reduced": 0.029536962509155273, "pred": 0.0313756987452507, "loss_l2": 3.4227843570988625e-05, "loss_mape": 0.1980723887681961}, "valid": {"0": {"loss_reduced": 0.029833436012268066, "pred": 0.031375616788864136, "valid_loss_l2": 2.3783215965522686e-06, "valid_loss_mape": 0.051693033427000046}}}, "166": {"train": {"loss_reduced": 0.02881443500518799, "pred": 0.011524644680321217, "loss_l2": 6.559633220604155e-06, "loss_mape": 0.08888524025678635}}, "167": {"train": {"loss_reduced": 0.027231454849243164, "pred": 0.02120804972946644, "loss_l2": 0.0002467036829330027, "loss_mape": 0.5767890214920044}}, "168": {"train": {"loss_reduced": 0.02904343605041504, "pred": 0.0437815822660923, "loss_l2": 6.139634206192568e-05, "loss_mape": 0.26978838443756104}}, "169": {"train": {"loss_reduced": 0.028535962104797363, "pred": 0.03251306340098381, "loss_l2": 0.00023243903706315905, "loss_mape": 0.5342715382575989}}, "170": {"train": {"loss_reduced": 0.029293298721313477, "pred": 0.023646291345357895, "loss_l2": 1.0365684829594102e-05, "loss_mape": 0.10990835726261139}, "valid": {"0": {"loss_reduced": 0.029631853103637695, "pred": 0.023646509274840355, "valid_loss_l2": 3.582434146665037e-05, "valid_loss_mape": 0.20199020206928253}}}, "171": {"train": {"loss_reduced": 0.022001266479492188, "pred": 0.008453990332782269, "loss_l2": 2.706829945964273e-06, "loss_mape": 0.07477954030036926}}, "172": {"train": {"loss_reduced": 0.031015515327453613, "pred": 0.017830943688750267, "loss_l2": 0.0005090235499665141, "loss_mape": 0.7274278402328491}}, "173": {"train": {"loss_reduced": 0.03334212303161621, "pred": 0.03974984213709831, "loss_l2": 0.0002405961131444201, "loss_mape": 0.4652121365070343}}, "174": {"train": {"loss_reduced": 0.030771374702453613, "pred": 0.040715448558330536, "loss_l2": 8.061146945692599e-05, "loss_mape": 0.2917773127555847}}, "175": {"train": {"loss_reduced": 0.02525472640991211, "pred": 0.027834853157401085, "loss_l2": 0.00023903415421955287, "loss_mape": 0.6121915578842163}, "valid": {"0": {"loss_reduced": 0.025717854499816895, "pred": 0.027834974229335785, "valid_loss_l2": 4.482195890886942e-06, "valid_loss_mape": 0.08232101052999496}}}, "176": {"train": {"loss_reduced": 0.030936121940612793, "pred": 0.0689578577876091, "loss_l2": 9.617475370760076e-06, "loss_mape": 0.10024544596672058}}, "177": {"train": {"loss_reduced": 0.02752399444580078, "pred": 0.03600282967090607, "loss_l2": 0.0017167693004012108, "loss_mape": 1.5053743124008179}}, "178": {"train": {"loss_reduced": 0.029347538948059082, "pred": 0.019662462174892426, "loss_l2": 4.429140608408488e-05, "loss_mape": 0.226771280169487}}, "179": {"train": {"loss_reduced": 0.031015634536743164, "pred": 0.013740052469074726, "loss_l2": 0.00012889478239230812, "loss_mape": 0.36604711413383484}}, "180": {"train": {"loss_reduced": 0.028282523155212402, "pred": 0.012251962907612324, "loss_l2": 0.00021147872030269355, "loss_mape": 0.5141800045967102}, "valid": {"0": {"loss_reduced": 0.01980412006378174, "pred": 0.012251768261194229, "valid_loss_l2": 5.703801798517816e-05, "valid_loss_mape": 0.3813525438308716}}}, "181": {"train": {"loss_reduced": 0.026621460914611816, "pred": 0.03705038130283356, "loss_l2": 0.0002064837608486414, "loss_mape": 0.5397728681564331}}, "182": {"train": {"loss_reduced": 0.03221702575683594, "pred": 0.03392145782709122, "loss_l2": 2.336060606467072e-05, "loss_mape": 0.15002256631851196}}, "183": {"train": {"loss_reduced": 0.03170478343963623, "pred": 0.02725827321410179, "loss_l2": 4.913876637147041e-06, "loss_mape": 0.06991773098707199}}, "184": {"train": {"loss_reduced": 0.025370478630065918, "pred": 0.02111005038022995, "loss_l2": 3.5635996482596966e-06, "loss_mape": 0.07440733909606934}}, "185": {"train": {"loss_reduced": 0.02619946002960205, "pred": 0.022724905982613564, "loss_l2": 2.590330404927954e-05, "loss_mape": 0.194260835647583}, "valid": {"0": {"loss_reduced": 0.027443885803222656, "pred": 0.02272500842809677, "valid_loss_l2": 2.226780452474486e-05, "valid_loss_mape": 0.17194640636444092}}}, "186": {"train": {"loss_reduced": 0.024126768112182617, "pred": 0.05719311907887459, "loss_l2": 1.9649824025691487e-06, "loss_mape": 0.05810054391622543}}, "187": {"train": {"loss_reduced": 0.032129883766174316, "pred": 0.029311075806617737, "loss_l2": 0.0006281674723140895, "loss_mape": 0.7800610065460205}}, "188": {"train": {"loss_reduced": 0.026561260223388672, "pred": 0.016756070777773857, "loss_l2": 7.561424354207702e-06, "loss_mape": 0.10352688282728195}}, "189": {"train": {"loss_reduced": 0.02991962432861328, "pred": 0.013388294726610184, "loss_l2": 0.00017327840032521635, "loss_mape": 0.4399629235267639}}, "190": {"train": {"loss_reduced": 0.030819416046142578, "pred": 0.01398361288011074, "loss_l2": 0.00030385074205696583, "loss_mape": 0.565595269203186}, "valid": {"0": {"loss_reduced": 0.03021705150604248, "pred": 0.013983622193336487, "valid_loss_l2": 0.00026352424174547195, "valid_loss_mape": 0.5372274518013}}}, "191": {"train": {"loss_reduced": 0.027228832244873047, "pred": 0.03802281245589256, "loss_l2": 0.00017543173453304917, "loss_mape": 0.48643529415130615}}, "192": {"train": {"loss_reduced": 0.026825308799743652, "pred": 0.025601757690310478, "loss_l2": 0.00012538408918771893, "loss_mape": 0.4174230992794037}}, "193": {"train": {"loss_reduced": 0.03367507457733154, "pred": 0.026015155017375946, "loss_l2": 6.518310692626983e-05, "loss_mape": 0.2397501915693283}}, "194": {"train": {"loss_reduced": 0.02545952796936035, "pred": 0.02641436457633972, "loss_l2": 3.0897399483365007e-07, "loss_mape": 0.02183285914361477}}, "195": {"train": {"loss_reduced": 0.030571579933166504, "pred": 0.03014577552676201, "loss_l2": 1.7282409316976555e-05, "loss_mape": 0.13598288595676422}, "valid": {"0": {"loss_reduced": 0.02949225902557373, "pred": 0.030145779252052307, "valid_loss_l2": 4.2708867908913817e-07, "valid_loss_mape": 0.022159041836857796}}}, "196": {"train": {"loss_reduced": 0.025292038917541504, "pred": 0.012495721690356731, "loss_l2": 2.355872311454732e-05, "loss_mape": 0.19190753996372223}}, "197": {"train": {"loss_reduced": 0.03078913688659668, "pred": 0.019567156210541725, "loss_l2": 0.00033464899752289057, "loss_mape": 0.5941515564918518}}, "198": {"train": {"loss_reduced": 0.029463887214660645, "pred": 0.03592681884765625, "loss_l2": 9.794528159545735e-05, "loss_mape": 0.3358936011791229}}, "199": {"train": {"loss_reduced": 0.02702939510345459, "pred": 0.0341024324297905, "loss_l2": 7.916441245470196e-05, "loss_mape": 0.3291763961315155}}, "200": {"train": {"loss_reduced": 0.027081608772277832, "pred": 0.02627578191459179, "loss_l2": 4.9292018957203254e-05, "loss_mape": 0.2592470645904541}, "valid": {"0": {"loss_reduced": 0.03357100486755371, "pred": 0.02627578377723694, "valid_loss_l2": 5.322025026543997e-05, "valid_loss_mape": 0.2173071950674057}}}, "201": {"train": {"loss_reduced": 0.03046703338623047, "pred": 0.06228630244731903, "loss_l2": 1.7566604583407752e-05, "loss_mape": 0.13756683468818665}}, "202": {"train": {"loss_reduced": 0.025508761405944824, "pred": 0.03360321745276451, "loss_l2": 0.0013525891117751598, "loss_mape": 1.4417619705200195}}, "203": {"train": {"loss_reduced": 0.02917325496673584, "pred": 0.019627604633569717, "loss_l2": 1.9624567357823253e-05, "loss_mape": 0.1518501341342926}}, "204": {"train": {"loss_reduced": 0.029352664947509766, "pred": 0.014461714774370193, "loss_l2": 9.457672422286123e-05, "loss_mape": 0.331317663192749}}, "205": {"train": {"loss_reduced": 0.02554631233215332, "pred": 0.01297573372721672, "loss_l2": 0.0001228688342962414, "loss_mape": 0.4339030086994171}, "valid": {"0": {"loss_reduced": 0.030864596366882324, "pred": 0.012975751422345638, "valid_loss_l2": 0.0003200107312295586, "valid_loss_mape": 0.5795910358428955}}}, "206": {"train": {"loss_reduced": 0.029653191566467285, "pred": 0.03451184928417206, "loss_l2": 0.0002781378570944071, "loss_mape": 0.562417209148407}}, "207": {"train": {"loss_reduced": 0.030899882316589355, "pred": 0.0379524789750576, "loss_l2": 1.3046655112702865e-05, "loss_mape": 0.11689414829015732}}, "208": {"train": {"loss_reduced": 0.028368711471557617, "pred": 0.02545318752527237, "loss_l2": 9.184859663946554e-05, "loss_mape": 0.33782878518104553}}, "209": {"train": {"loss_reduced": 0.024325251579284668, "pred": 0.018502475693821907, "loss_l2": 1.2722395013042842e-06, "loss_mape": 0.04636893421411514}}, "210": {"train": {"loss_reduced": 0.030544757843017578, "pred": 0.020818280056118965, "loss_l2": 0.00014501660189125687, "loss_mape": 0.39425042271614075}, "valid": {"0": {"loss_reduced": 0.029395341873168945, "pred": 0.020818281918764114, "valid_loss_l2": 7.356595597229898e-05, "valid_loss_mape": 0.2917829751968384}}}, "211": {"train": {"loss_reduced": 0.027950525283813477, "pred": 0.053670015186071396, "loss_l2": 5.086892269901e-05, "loss_mape": 0.255173921585083}}, "212": {"train": {"loss_reduced": 0.029851913452148438, "pred": 0.029268691316246986, "loss_l2": 0.0005673018167726696, "loss_mape": 0.7978751063346863}}, "213": {"train": {"loss_reduced": 0.02818143367767334, "pred": 0.018628306686878204, "loss_l2": 1.1821372254416929e-06, "loss_mape": 0.038580767810344696}}, "214": {"train": {"loss_reduced": 0.029321670532226562, "pred": 0.01556134968996048, "loss_l2": 0.00011434803309384733, "loss_mape": 0.36469149589538574}}, "215": {"train": {"loss_reduced": 0.021672606468200684, "pred": 0.015053104609251022, "loss_l2": 3.734745769179426e-05, "loss_mape": 0.2819806933403015}, "valid": {"0": {"loss_reduced": 0.032347917556762695, "pred": 0.015053093433380127, "valid_loss_l2": 0.0002991109504364431, "valid_loss_mape": 0.5346503257751465}}}, "216": {"train": {"loss_reduced": 0.02519357204437256, "pred": 0.03811345249414444, "loss_l2": 0.00010282926814397797, "loss_mape": 0.40250253677368164}}, "217": {"train": {"loss_reduced": 0.02684319019317627, "pred": 0.024475544691085815, "loss_l2": 0.00012701889500021935, "loss_mape": 0.41985568404197693}}, "218": {"train": {"loss_reduced": 0.024113178253173828, "pred": 0.017831511795520782, "loss_l2": 1.3130943443684373e-07, "loss_mape": 0.015027734450995922}}, "219": {"train": {"loss_reduced": 0.03655564785003662, "pred": 0.021094853058457375, "loss_l2": 0.000350593269104138, "loss_mape": 0.5122091174125671}}, "220": {"train": {"loss_reduced": 0.027545452117919922, "pred": 0.0273527130484581, "loss_l2": 4.161046672379598e-05, "loss_mape": 0.23418086767196655}, "valid": {"0": {"loss_reduced": 0.032927870750427246, "pred": 0.027352720499038696, "valid_loss_l2": 3.1082301575224847e-05, "valid_loss_mape": 0.16931402683258057}}}, "221": {"train": {"loss_reduced": 0.031344056129455566, "pred": 0.06332490593194962, "loss_l2": 1.593076012795791e-05, "loss_mape": 0.1273394674062729}}, "222": {"train": {"loss_reduced": 0.03200042247772217, "pred": 0.034552108496427536, "loss_l2": 0.0009812223725020885, "loss_mape": 0.9788767099380493}}, "223": {"train": {"loss_reduced": 0.027112483978271484, "pred": 0.02042628824710846, "loss_l2": 5.534828960662708e-05, "loss_mape": 0.27439916133880615}}, "224": {"train": {"loss_reduced": 0.02322709560394287, "pred": 0.014171148650348186, "loss_l2": 7.84452186053386e-06, "loss_mape": 0.12058362364768982}}, "225": {"train": {"loss_reduced": 0.032485008239746094, "pred": 0.012385633774101734, "loss_l2": 0.00033539743162691593, "loss_mape": 0.5637633800506592}, "valid": {"0": {"loss_reduced": 0.026932716369628906, "pred": 0.012385624460875988, "valid_loss_l2": 0.00021161788026802242, "valid_loss_mape": 0.540127158164978}}}, "226": {"train": {"loss_reduced": 0.030409932136535645, "pred": 0.031014543026685715, "loss_l2": 0.0003248753782827407, "loss_mape": 0.5927109122276306}}, "227": {"train": {"loss_reduced": 0.028555631637573242, "pred": 0.03822464123368263, "loss_l2": 6.04624528932618e-06, "loss_mape": 0.08610951155424118}}, "228": {"train": {"loss_reduced": 0.029227733612060547, "pred": 0.026779327541589737, "loss_l2": 8.094454824458808e-05, "loss_mape": 0.3078213036060333}}, "229": {"train": {"loss_reduced": 0.0277099609375, "pred": 0.02154865674674511, "loss_l2": 8.660854291520081e-07, "loss_mape": 0.03358493000268936}}, "230": {"train": {"loss_reduced": 0.031206369400024414, "pred": 0.02520722523331642, "loss_l2": 9.327144653070718e-05, "loss_mape": 0.3094789385795593}, "valid": {"0": {"loss_reduced": 0.023421525955200195, "pred": 0.025207238271832466, "valid_loss_l2": 3.1887684599496424e-06, "valid_loss_mape": 0.0762423574924469}}}, "231": {"train": {"loss_reduced": 0.02874469757080078, "pred": 0.06087225303053856, "loss_l2": 1.2513710316852666e-05, "loss_mape": 0.12306521087884903}}, "232": {"train": {"loss_reduced": 0.024657487869262695, "pred": 0.03280702978372574, "loss_l2": 0.0013115099864080548, "loss_mape": 1.4687131643295288}}, "233": {"train": {"loss_reduced": 0.028472065925598145, "pred": 0.020162831991910934, "loss_l2": 1.8791912225424312e-05, "loss_mape": 0.15225322544574738}}, "234": {"train": {"loss_reduced": 0.027601957321166992, "pred": 0.01548774354159832, "loss_l2": 5.534058436751366e-05, "loss_mape": 0.26951441168785095}}, "235": {"train": {"loss_reduced": 0.03501439094543457, "pred": 0.015180198475718498, "loss_l2": 0.00038128995220176876, "loss_mape": 0.5576748847961426}, "valid": {"0": {"loss_reduced": 0.03350651264190674, "pred": 0.015180287882685661, "valid_loss_l2": 0.00033585052005946636, "valid_loss_mape": 0.5469451546669006}}}, "236": {"train": {"loss_reduced": 0.03238570690155029, "pred": 0.038509443402290344, "loss_l2": 0.0002960283600259572, "loss_mape": 0.531267523765564}}, "237": {"train": {"loss_reduced": 0.028655409812927246, "pred": 0.031274065375328064, "loss_l2": 9.709771984489635e-05, "loss_mape": 0.3438728451728821}}, "238": {"train": {"loss_reduced": 0.026809334754943848, "pred": 0.023629706352949142, "loss_l2": 1.9933851945097558e-05, "loss_mape": 0.16653655469417572}}, "239": {"train": {"loss_reduced": 0.0288161039352417, "pred": 0.022445818409323692, "loss_l2": 2.6898178475676104e-05, "loss_mape": 0.1799807995557785}}, "240": {"train": {"loss_reduced": 0.020764589309692383, "pred": 0.021201949566602707, "loss_l2": 2.8263809781492455e-06, "loss_mape": 0.08096400648355484}, "valid": {"0": {"loss_reduced": 0.03029346466064453, "pred": 0.02120197005569935, "valid_loss_l2": 8.265527139883488e-05, "valid_loss_mape": 0.30011406540870667}}}, "241": {"train": {"loss_reduced": 0.027797222137451172, "pred": 0.050270989537239075, "loss_l2": 4.349683513282798e-05, "loss_mape": 0.2372615784406662}}, "242": {"train": {"loss_reduced": 0.02368307113647461, "pred": 0.02826467528939247, "loss_l2": 0.0007068896666169167, "loss_mape": 1.1226329803466797}}, "243": {"train": {"loss_reduced": 0.030856966972351074, "pred": 0.01957508735358715, "loss_l2": 6.719976227032021e-06, "loss_mape": 0.08400993049144745}}, "244": {"train": {"loss_reduced": 0.030937910079956055, "pred": 0.01719975471496582, "loss_l2": 0.0001291140797547996, "loss_mape": 0.3672787845134735}}, "245": {"train": {"loss_reduced": 0.02646172046661377, "pred": 0.017366575077176094, "loss_l2": 8.578394044889137e-05, "loss_mape": 0.3500136137008667}, "valid": {"0": {"loss_reduced": 0.032636404037475586, "pred": 0.017366576939821243, "valid_loss_l2": 0.00023316762235481292, "valid_loss_mape": 0.4678771197795868}}}, "246": {"train": {"loss_reduced": 0.025700688362121582, "pred": 0.03976193442940712, "loss_l2": 6.945744098629802e-05, "loss_mape": 0.3242758810520172}}, "247": {"train": {"loss_reduced": 0.030239462852478027, "pred": 0.026527415961027145, "loss_l2": 9.067746577784419e-05, "loss_mape": 0.314902126789093}}, "248": {"train": {"loss_reduced": 0.03258383274078369, "pred": 0.025191115215420723, "loss_l2": 3.6680183256976306e-05, "loss_mape": 0.18587183952331543}}, "249": {"train": {"loss_reduced": 0.026118993759155273, "pred": 0.025326412171125412, "loss_l2": 8.609586075181141e-07, "loss_mape": 0.03552505001425743}}, "250": {"train": {"loss_reduced": 0.027704596519470215, "pred": 0.027307141572237015, "loss_l2": 5.655778295476921e-06, "loss_mape": 0.08584091812372208}, "valid": {"0": {"loss_reduced": 0.028832197189331055, "pred": 0.027307141572237015, "valid_loss_l2": 2.325794639546075e-06, "valid_loss_mape": 0.05289418622851372}}}, "251": {"train": {"loss_reduced": 0.02881312370300293, "pred": 0.057636089622974396, "loss_l2": 2.267971012770431e-06, "loss_mape": 0.05226710066199303}}, "252": {"train": {"loss_reduced": 0.032796263694763184, "pred": 0.03296917304396629, "loss_l2": 0.0006170169799588621, "loss_mape": 0.7573980689048767}}, "253": {"train": {"loss_reduced": 0.025620460510253906, "pred": 0.02057785540819168, "loss_l2": 5.400357622420415e-05, "loss_mape": 0.2868298292160034}}, "254": {"train": {"loss_reduced": 0.02637612819671631, "pred": 0.01558301318436861, "loss_l2": 3.361996641615406e-05, "loss_mape": 0.21983031928539276}}, "255": {"train": {"loss_reduced": 0.028371691703796387, "pred": 0.014310123398900032, "loss_l2": 0.00016355032857973129, "loss_mape": 0.45075491070747375}, "valid": {"0": {"loss_reduced": 0.03041553497314453, "pred": 0.014310124330222607, "valid_loss_l2": 0.0002593842218630016, "valid_loss_mape": 0.5295126438140869}}}, "256": {"train": {"loss_reduced": 0.03342938423156738, "pred": 0.03402955085039139, "loss_l2": 0.0003655461478047073, "loss_mape": 0.5719298124313354}}, "257": {"train": {"loss_reduced": 0.025606274604797363, "pred": 0.029415039345622063, "loss_l2": 7.095158071024343e-05, "loss_mape": 0.3289535939693451}}, "258": {"train": {"loss_reduced": 0.026251912117004395, "pred": 0.02360447123646736, "loss_l2": 1.0005338481278159e-05, "loss_mape": 0.12049109488725662}}, "259": {"train": {"loss_reduced": 0.03217113018035889, "pred": 0.026487229391932487, "loss_l2": 7.338748400798067e-05, "loss_mape": 0.2662837505340576}}, "260": {"train": {"loss_reduced": 0.020900726318359375, "pred": 0.02536395750939846, "loss_l2": 3.12090378429275e-05, "loss_mape": 0.26728761196136475}, "valid": {"0": {"loss_reduced": 0.02856147289276123, "pred": 0.02536395937204361, "valid_loss_l2": 1.0224092875432689e-05, "valid_loss_mape": 0.11195198446512222}}}, "261": {"train": {"loss_reduced": 0.026305317878723145, "pred": 0.055135976523160934, "loss_l2": 8.861628657541587e-07, "loss_mape": 0.03578600659966469}}, "262": {"train": {"loss_reduced": 0.02910327911376953, "pred": 0.03135769069194794, "loss_l2": 0.0006777013186365366, "loss_mape": 0.8944936394691467}}, "263": {"train": {"loss_reduced": 0.029342055320739746, "pred": 0.02080509252846241, "loss_l2": 4.062786047143163e-06, "loss_mape": 0.06869442015886307}}, "264": {"train": {"loss_reduced": 0.02939605712890625, "pred": 0.01762804388999939, "loss_l2": 7.380467286566272e-05, "loss_mape": 0.2922488749027252}}, "265": {"train": {"loss_reduced": 0.027657508850097656, "pred": 0.01806052401661873, "loss_l2": 0.00010059016494778916, "loss_mape": 0.36263081431388855}, "valid": {"0": {"loss_reduced": 0.029887080192565918, "pred": 0.018060525879263878, "valid_loss_l2": 0.00013986739213578403, "valid_loss_mape": 0.395707905292511}}}, "266": {"train": {"loss_reduced": 0.0248185396194458, "pred": 0.04267007112503052, "loss_l2": 4.567077485262416e-05, "loss_mape": 0.27229705452919006}}, "267": {"train": {"loss_reduced": 0.02972233295440674, "pred": 0.025735557079315186, "loss_l2": 0.00016764392785262316, "loss_mape": 0.4356231987476349}}, "268": {"train": {"loss_reduced": 0.027855277061462402, "pred": 0.019061842933297157, "loss_l2": 4.493212600209517e-06, "loss_mape": 0.07609760761260986}}, "269": {"train": {"loss_reduced": 0.0322418212890625, "pred": 0.020165834575891495, "loss_l2": 0.00017371182912029326, "loss_mape": 0.4087851643562317}}, "270": {"train": {"loss_reduced": 0.025984525680541992, "pred": 0.023636866360902786, "loss_l2": 3.3857166272355244e-05, "loss_mape": 0.22392909228801727}, "valid": {"0": {"loss_reduced": 0.030231833457946777, "pred": 0.023636864498257637, "valid_loss_l2": 4.3493615521583706e-05, "valid_loss_mape": 0.21814650297164917}}}, "271": {"train": {"loss_reduced": 0.029596805572509766, "pred": 0.053901419043540955, "loss_l2": 3.552089765435085e-05, "loss_mape": 0.20137108862400055}}, "272": {"train": {"loss_reduced": 0.032172441482543945, "pred": 0.030609067529439926, "loss_l2": 0.0004721484729088843, "loss_mape": 0.6753910183906555}}, "273": {"train": {"loss_reduced": 0.02361273765563965, "pred": 0.01817001961171627, "loss_l2": 4.894863013760187e-05, "loss_mape": 0.2962947487831116}}, "274": {"train": {"loss_reduced": 0.02928614616394043, "pred": 0.01430346816778183, "loss_l2": 0.00012356827210169286, "loss_mape": 0.3795694410800934}}, "275": {"train": {"loss_reduced": 0.02679002285003662, "pred": 0.013850132003426552, "loss_l2": 0.00015591400733683258, "loss_mape": 0.46608966588974}, "valid": {"0": {"loss_reduced": 0.029519081115722656, "pred": 0.013850132003426552, "valid_loss_l2": 0.0002455159556120634, "valid_loss_mape": 0.5308074951171875}}}, "276": {"train": {"loss_reduced": 0.030957460403442383, "pred": 0.033227525651454926, "loss_l2": 0.00029266069759614766, "loss_mape": 0.5526075959205627}}, "277": {"train": {"loss_reduced": 0.025207161903381348, "pred": 0.02804018184542656, "loss_l2": 6.432623194996268e-05, "loss_mape": 0.3181779682636261}}, "278": {"train": {"loss_reduced": 0.027935147285461426, "pred": 0.024851009249687195, "loss_l2": 1.103225866216917e-08, "loss_mape": 0.003759942948818207}}, "279": {"train": {"loss_reduced": 0.030030369758605957, "pred": 0.02816649153828621, "loss_l2": 2.6825775421457365e-05, "loss_mape": 0.17247074842453003}}, "280": {"train": {"loss_reduced": 0.032877326011657715, "pred": 0.036547109484672546, "loss_l2": 2.219192720076535e-05, "loss_mape": 0.1432850956916809}, "valid": {"0": {"loss_reduced": 0.025702714920043945, "pred": 0.036547109484672546, "valid_loss_l2": 0.00011760089546442032, "valid_loss_mape": 0.42191630601882935}}}, "281": {"train": {"loss_reduced": 0.023984313011169434, "pred": 0.017076339572668076, "loss_l2": 0.00015782385889906436, "loss_mape": 0.5237922072410583}}, "282": {"train": {"loss_reduced": 0.027478933334350586, "pred": 0.016634317114949226, "loss_l2": 0.00010821395699167624, "loss_mape": 0.3785661458969116}}, "283": {"train": {"loss_reduced": 0.032240867614746094, "pred": 0.023345384746789932, "loss_l2": 0.00024356441281270236, "loss_mape": 0.4840611219406128}}, "284": {"train": {"loss_reduced": 0.03257739543914795, "pred": 0.037189505994319916, "loss_l2": 8.523002179572359e-05, "loss_mape": 0.2833870053291321}}, "285": {"train": {"loss_reduced": 0.02611541748046875, "pred": 0.03548012673854828, "loss_l2": 0.000122635523439385, "loss_mape": 0.4240442216396332}, "valid": {"0": {"loss_reduced": 0.02676069736480713, "pred": 0.03548012301325798, "valid_loss_l2": 7.602838013553992e-05, "valid_loss_mape": 0.32582953572273254}}}, "286": {"train": {"loss_reduced": 0.028367161750793457, "pred": 0.015153929591178894, "loss_l2": 5.0594218919286504e-05, "loss_mape": 0.25074630975723267}}, "287": {"train": {"loss_reduced": 0.027378439903259277, "pred": 0.017655745148658752, "loss_l2": 0.00014943865244276822, "loss_mape": 0.44650134444236755}}, "288": {"train": {"loss_reduced": 0.02733457088470459, "pred": 0.027467316016554832, "loss_l2": 9.367966413265094e-05, "loss_mape": 0.35408735275268555}}, "289": {"train": {"loss_reduced": 0.0322490930557251, "pred": 0.046365201473236084, "loss_l2": 2.2865302526042797e-05, "loss_mape": 0.14827603101730347}}, "290": {"train": {"loss_reduced": 0.03384673595428467, "pred": 0.03784676268696785, "loss_l2": 0.00015671188884880394, "loss_mape": 0.3698572814464569}, "valid": {"0": {"loss_reduced": 0.022462964057922363, "pred": 0.03784676268696785, "valid_loss_l2": 0.00023666126071475446, "valid_loss_mape": 0.6848517060279846}}}, "291": {"train": {"loss_reduced": 0.025835275650024414, "pred": 0.015467023476958275, "loss_l2": 0.00014427582209464163, "loss_mape": 0.4649258255958557}}, "292": {"train": {"loss_reduced": 0.03289949893951416, "pred": 0.015600631944835186, "loss_l2": 0.0003038911963813007, "loss_mape": 0.5298705697059631}}, "293": {"train": {"loss_reduced": 0.03041243553161621, "pred": 0.021298540756106377, "loss_l2": 0.0002193895197706297, "loss_mape": 0.48703116178512573}}, "294": {"train": {"loss_reduced": 0.02852332592010498, "pred": 0.03228694945573807, "loss_l2": 5.219751983531751e-05, "loss_mape": 0.2532939314842224}}, "295": {"train": {"loss_reduced": 0.02413010597229004, "pred": 0.03324122354388237, "loss_l2": 6.653409218415618e-05, "loss_mape": 0.3380359709262848}, "valid": {"0": {"loss_reduced": 0.025519490242004395, "pred": 0.03324122726917267, "valid_loss_l2": 5.9625221183523536e-05, "valid_loss_mape": 0.30258193612098694}}}, "296": {"train": {"loss_reduced": 0.023459196090698242, "pred": 0.013472878374159336, "loss_l2": 9.568806126480922e-05, "loss_mape": 0.416980504989624}}, "297": {"train": {"loss_reduced": 0.03199779987335205, "pred": 0.014989466406404972, "loss_l2": 0.000343172752764076, "loss_mape": 0.5789436101913452}}, "298": {"train": {"loss_reduced": 0.026482462882995605, "pred": 0.02167297527194023, "loss_l2": 0.00013208892778493464, "loss_mape": 0.4339851140975952}}, "299": {"train": {"loss_reduced": 0.028484344482421875, "pred": 0.03508894890546799, "loss_l2": 4.639480175683275e-05, "loss_mape": 0.23912689089775085}}, "300": {"train": {"loss_reduced": 0.03776860237121582, "pred": 0.057980600744485855, "loss_l2": 7.180562533903867e-06, "loss_mape": 0.07094933092594147}, "valid": {"0": {"loss_reduced": 0.02934134006500244, "pred": 0.057980604469776154, "valid_loss_l2": 0.0008202074677683413, "valid_loss_mape": 0.9760721325874329}}}, "301": {"train": {"loss_reduced": 0.024823784828186035, "pred": 0.023048989474773407, "loss_l2": 0.0010993767064064741, "loss_mape": 1.3356887102127075}}, "302": {"train": {"loss_reduced": 0.03217148780822754, "pred": 0.01452124584466219, "loss_l2": 8.321997302118689e-05, "loss_mape": 0.2835584878921509}}, "303": {"train": {"loss_reduced": 0.0316540002822876, "pred": 0.012627941556274891, "loss_l2": 0.0002935313095804304, "loss_mape": 0.5412508845329285}}, "304": {"train": {"loss_reduced": 0.027099132537841797, "pred": 0.013483824208378792, "loss_l2": 0.00020941537513863295, "loss_mape": 0.5340093970298767}}, "305": {"train": {"loss_reduced": 0.02973949909210205, "pred": 0.01692359149456024, "loss_l2": 0.0002642469189595431, "loss_mape": 0.5466021299362183}, "valid": {"0": {"loss_reduced": 0.024923205375671387, "pred": 0.01692359149456024, "valid_loss_l2": 6.399382255040109e-05, "valid_loss_mape": 0.3209705054759979}}}, "306": {"train": {"loss_reduced": 0.02828192710876465, "pred": 0.0464254692196846, "loss_l2": 0.00012901179434265941, "loss_mape": 0.4016110897064209}}, "307": {"train": {"loss_reduced": 0.027306199073791504, "pred": 0.025766290724277496, "loss_l2": 0.00036554649705067277, "loss_mape": 0.7001805901527405}}, "308": {"train": {"loss_reduced": 0.027538061141967773, "pred": 0.016838140785694122, "loss_l2": 3.139170303256833e-06, "loss_mape": 0.06433896720409393}}, "309": {"train": {"loss_reduced": 0.029109597206115723, "pred": 0.014979088678956032, "loss_l2": 0.00015058864664752036, "loss_mape": 0.42156049609184265}}, "310": {"train": {"loss_reduced": 0.022778987884521484, "pred": 0.015380376018583775, "loss_l2": 6.083815242163837e-05, "loss_mape": 0.34241563081741333}, "valid": {"0": {"loss_reduced": 0.03774154186248779, "pred": 0.015380393713712692, "valid_loss_l2": 0.0005000209202989936, "valid_loss_mape": 0.5924810171127319}}}, "311": {"train": {"loss_reduced": 0.030914783477783203, "pred": 0.041962943971157074, "loss_l2": 0.00024131992540787905, "loss_mape": 0.5024934411048889}}, "312": {"train": {"loss_reduced": 0.026932239532470703, "pred": 0.026924747973680496, "loss_l2": 0.00022592207824345678, "loss_mape": 0.5580933690071106}}, "313": {"train": {"loss_reduced": 0.025713801383972168, "pred": 0.018550073727965355, "loss_l2": 1.4663916090285056e-06, "loss_mape": 0.04709325358271599}}, "314": {"train": {"loss_reduced": 0.02725374698638916, "pred": 0.016951337456703186, "loss_l2": 7.575393101433292e-05, "loss_mape": 0.3193569481372833}}, "315": {"train": {"loss_reduced": 0.029050827026367188, "pred": 0.019317537546157837, "loss_l2": 0.0001463976950617507, "loss_mape": 0.41649386286735535}, "valid": {"0": {"loss_reduced": 0.03558456897735596, "pred": 0.019317537546157837, "valid_loss_l2": 0.0002646163047757, "valid_loss_mape": 0.45713722705841064}}}, "316": {"train": {"loss_reduced": 0.02905142307281494, "pred": 0.04795867204666138, "loss_l2": 9.474794933339581e-05, "loss_mape": 0.3350560665130615}}, "317": {"train": {"loss_reduced": 0.025487542152404785, "pred": 0.027384821325540543, "loss_l2": 0.0005048773600719869, "loss_mape": 0.8815866112709045}}, "318": {"train": {"loss_reduced": 0.029407262802124023, "pred": 0.01873314194381237, "loss_l2": 4.090457878191955e-06, "loss_mape": 0.06877511739730835}}, "319": {"train": {"loss_reduced": 0.029340386390686035, "pred": 0.016395650804042816, "loss_l2": 0.00011249676026636735, "loss_mape": 0.36149656772613525}}, "320": {"train": {"loss_reduced": 0.025452375411987305, "pred": 0.016831649467349052, "loss_l2": 8.199227886507288e-05, "loss_mape": 0.3557608425617218}, "valid": {"0": {"loss_reduced": 0.03342926502227783, "pred": 0.01683322712779045, "valid_loss_l2": 0.0002754284651018679, "valid_loss_mape": 0.49645236134529114}}}, "321": {"train": {"loss_reduced": 0.027742624282836914, "pred": 0.04405933618545532, "loss_l2": 0.00011873757466673851, "loss_mape": 0.3927774429321289}}, "322": {"train": {"loss_reduced": 0.025951862335205078, "pred": 0.02506474405527115, "loss_l2": 0.00032741183531470597, "loss_mape": 0.6972341537475586}}, "323": {"train": {"loss_reduced": 0.026596784591674805, "pred": 0.017458274960517883, "loss_l2": 2.4066944206424523e-06, "loss_mape": 0.058328572660684586}}, "324": {"train": {"loss_reduced": 0.03033125400543213, "pred": 0.016357965767383575, "loss_l2": 0.00016570898878853768, "loss_mape": 0.42440712451934814}}, "325": {"train": {"loss_reduced": 0.034743309020996094, "pred": 0.019190283492207527, "loss_l2": 0.0003380209964234382, "loss_mape": 0.529176652431488}, "valid": {"0": {"loss_reduced": 0.03137779235839844, "pred": 0.019190285354852676, "valid_loss_l2": 0.00014853532775305212, "valid_loss_mape": 0.38841187953948975}}}, "326": {"train": {"loss_reduced": 0.02877676486968994, "pred": 0.046615004539489746, "loss_l2": 9.190062701236457e-05, "loss_mape": 0.33313271403312683}}, "327": {"train": {"loss_reduced": 0.027634382247924805, "pred": 0.027240222319960594, "loss_l2": 0.00036026458838023245, "loss_mape": 0.6868486404418945}}, "328": {"train": {"loss_reduced": 0.03243839740753174, "pred": 0.020415913313627243, "loss_l2": 2.702100573515054e-05, "loss_mape": 0.1602475345134735}}, "329": {"train": {"loss_reduced": 0.029492855072021484, "pred": 0.01887812837958336, "loss_l2": 8.239087037509307e-05, "loss_mape": 0.30776748061180115}}, "330": {"train": {"loss_reduced": 0.027957677841186523, "pred": 0.019922347739338875, "loss_l2": 8.243821503128856e-05, "loss_mape": 0.3247604966163635}, "valid": {"0": {"loss_reduced": 0.02105104923248291, "pred": 0.019922349601984024, "valid_loss_l2": 1.2739628800773062e-06, "valid_loss_mape": 0.05361726135015488}}}, "331": {"train": {"loss_reduced": 0.02705252170562744, "pred": 0.045502156019210815, "loss_l2": 5.0839407776948065e-05, "loss_mape": 0.26356789469718933}}, "332": {"train": {"loss_reduced": 0.02538621425628662, "pred": 0.026501018553972244, "loss_l2": 0.00040465110214427114, "loss_mape": 0.7923963069915771}}, "333": {"train": {"loss_reduced": 0.032351016998291016, "pred": 0.01997200958430767, "loss_l2": 3.422248119022697e-05, "loss_mape": 0.18082888424396515}}, "334": {"train": {"loss_reduced": 0.030663251876831055, "pred": 0.01877754181623459, "loss_l2": 0.00011430262384237722, "loss_mape": 0.3486662209033966}}, "335": {"train": {"loss_reduced": 0.031897544860839844, "pred": 0.02089705690741539, "loss_l2": 0.00017213457613252103, "loss_mape": 0.4113171398639679}, "valid": {"0": {"loss_reduced": 0.023784637451171875, "pred": 0.02089706063270569, "valid_loss_l2": 8.338100087712519e-06, "valid_loss_mape": 0.12140512466430664}}}, "336": {"train": {"loss_reduced": 0.033225178718566895, "pred": 0.0491270087659359, "loss_l2": 0.00015198267647065222, "loss_mape": 0.3710476756095886}}, "337": {"train": {"loss_reduced": 0.024184703826904297, "pred": 0.028819657862186432, "loss_l2": 0.0006221150397323072, "loss_mape": 1.031322717666626}}, "338": {"train": {"loss_reduced": 0.03219175338745117, "pred": 0.020631354302167892, "loss_l2": 1.1371028449502774e-05, "loss_mape": 0.10475029051303864}}, "339": {"train": {"loss_reduced": 0.026482343673706055, "pred": 0.017535213381052017, "loss_l2": 3.4234075428685173e-05, "loss_mape": 0.2209392637014389}}, "340": {"train": {"loss_reduced": 0.024013757705688477, "pred": 0.01688036136329174, "loss_l2": 4.197156158625148e-05, "loss_mape": 0.2697847783565521}, "valid": {"0": {"loss_reduced": 0.028863191604614258, "pred": 0.01688036508858204, "valid_loss_l2": 0.00014358812768477947, "valid_loss_mape": 0.4151594340801239}}}, "341": {"train": {"loss_reduced": 0.027022123336791992, "pred": 0.03870032727718353, "loss_l2": 0.00010285525786457583, "loss_mape": 0.3753131628036499}}, "342": {"train": {"loss_reduced": 0.028005123138427734, "pred": 0.026251642033457756, "loss_l2": 0.00011438738874858245, "loss_mape": 0.38190171122550964}}, "343": {"train": {"loss_reduced": 0.03056049346923828, "pred": 0.023444408550858498, "loss_l2": 1.8565782738733105e-05, "loss_mape": 0.14099258184432983}}, "344": {"train": {"loss_reduced": 0.02916574478149414, "pred": 0.025359123945236206, "loss_l2": 3.273362381150946e-05, "loss_mape": 0.19616611301898956}}, "345": {"train": {"loss_reduced": 0.0225217342376709, "pred": 0.02539452537894249, "loss_l2": 8.05042054707883e-06, "loss_mape": 0.12598170340061188}, "valid": {"0": {"loss_reduced": 0.03279316425323486, "pred": 0.02539452537894249, "valid_loss_l2": 5.473985584103502e-05, "valid_loss_mape": 0.22561527788639069}}}, "346": {"train": {"loss_reduced": 0.028548359870910645, "pred": 0.05471700429916382, "loss_l2": 9.94640140561387e-06, "loss_mape": 0.11047190427780151}}, "347": {"train": {"loss_reduced": 0.02466905117034912, "pred": 0.031290508806705475, "loss_l2": 0.0009028721251524985, "loss_mape": 1.218037486076355}}, "348": {"train": {"loss_reduced": 0.031005859375, "pred": 0.020849695429205894, "loss_l2": 8.102529847064943e-08, "loss_mape": 0.009180504828691483}}, "349": {"train": {"loss_reduced": 0.029697656631469727, "pred": 0.017065301537513733, "loss_l2": 7.82864517532289e-05, "loss_mape": 0.29793471097946167}}, "350": {"train": {"loss_reduced": 0.025567173957824707, "pred": 0.016156237572431564, "loss_l2": 7.228183676488698e-05, "loss_mape": 0.33253079652786255}, "valid": {"0": {"loss_reduced": 0.03203690052032471, "pred": 0.016156233847141266, "valid_loss_l2": 0.00025219557574018836, "valid_loss_mape": 0.4956992268562317}}}, "351": {"train": {"loss_reduced": 0.027192354202270508, "pred": 0.03808043897151947, "loss_l2": 0.00012179603800177574, "loss_mape": 0.40585392713546753}}, "352": {"train": {"loss_reduced": 0.028357267379760742, "pred": 0.026806021109223366, "loss_l2": 9.453984966967255e-05, "loss_mape": 0.3428807258605957}}, "353": {"train": {"loss_reduced": 0.029750466346740723, "pred": 0.023700620979070663, "loss_l2": 8.669757335155737e-06, "loss_mape": 0.0989713966846466}}, "354": {"train": {"loss_reduced": 0.029648423194885254, "pred": 0.02609298750758171, "loss_l2": 3.537634984240867e-05, "loss_mape": 0.20061108469963074}}, "355": {"train": {"loss_reduced": 0.033593058586120605, "pred": 0.03379853069782257, "loss_l2": 5.6251094065373763e-05, "loss_mape": 0.22326257824897766}, "valid": {"0": {"loss_reduced": 0.023447036743164062, "pred": 0.03379853069782257, "valid_loss_l2": 0.0001071534279617481, "valid_loss_mape": 0.44148409366607666}}}, "356": {"train": {"loss_reduced": 0.029923319816589355, "pred": 0.016112850978970528, "loss_l2": 1.5017288205854129e-05, "loss_mape": 0.12950482964515686}}, "357": {"train": {"loss_reduced": 0.03178369998931885, "pred": 0.022602159529924393, "loss_l2": 0.0002455750945955515, "loss_mape": 0.4930463135242462}}, "358": {"train": {"loss_reduced": 0.02597963809967041, "pred": 0.03374680131673813, "loss_l2": 1.1407524652895518e-05, "loss_mape": 0.13000576198101044}}, "359": {"train": {"loss_reduced": 0.02877366542816162, "pred": 0.03331611305475235, "loss_l2": 2.473208041919861e-05, "loss_mape": 0.17283636331558228}}, "360": {"train": {"loss_reduced": 0.022687792778015137, "pred": 0.024988219141960144, "loss_l2": 0.00011296119191683829, "loss_mape": 0.4684598743915558}, "valid": {"0": {"loss_reduced": 0.02916264533996582, "pred": 0.024988222867250443, "valid_loss_l2": 1.742580388963688e-05, "valid_loss_mape": 0.14314278960227966}}}, "361": {"train": {"loss_reduced": 0.030600666999816895, "pred": 0.051982007920742035, "loss_l2": 3.149957046844065e-05, "loss_mape": 0.18340933322906494}}, "362": {"train": {"loss_reduced": 0.03233468532562256, "pred": 0.031929902732372284, "loss_l2": 0.0003860175784211606, "loss_mape": 0.6076239943504333}}, "363": {"train": {"loss_reduced": 0.027065277099609375, "pred": 0.02097241021692753, "loss_l2": 2.366465560044162e-05, "loss_mape": 0.17973704636096954}}, "364": {"train": {"loss_reduced": 0.027111053466796875, "pred": 0.0170932337641716, "loss_l2": 3.768294118344784e-05, "loss_mape": 0.22642584145069122}}, "365": {"train": {"loss_reduced": 0.0244295597076416, "pred": 0.016669420525431633, "loss_l2": 5.382167728384957e-05, "loss_mape": 0.3003052771091461}, "valid": {"0": {"loss_reduced": 0.026422858238220215, "pred": 0.016669420525431633, "valid_loss_l2": 9.512954420642927e-05, "valid_loss_mape": 0.3691287934780121}}}, "366": {"train": {"loss_reduced": 0.025806069374084473, "pred": 0.03947791829705238, "loss_l2": 8.34783204481937e-05, "loss_mape": 0.35405030846595764}}, "367": {"train": {"loss_reduced": 0.03137624263763428, "pred": 0.02738853171467781, "loss_l2": 6.563714850926772e-05, "loss_mape": 0.25821051001548767}}, "368": {"train": {"loss_reduced": 0.027307748794555664, "pred": 0.021255869418382645, "loss_l2": 6.525880280605634e-09, "loss_mape": 0.002958241617307067}}, "369": {"train": {"loss_reduced": 0.028623342514038086, "pred": 0.02263772115111351, "loss_l2": 5.4279658797895536e-05, "loss_mape": 0.25739386677742004}}, "370": {"train": {"loss_reduced": 0.02797222137451172, "pred": 0.02744455263018608, "loss_l2": 2.845695235009771e-05, "loss_mape": 0.190707266330719}, "valid": {"0": {"loss_reduced": 0.03174734115600586, "pred": 0.02744452655315399, "valid_loss_l2": 1.851421438914258e-05, "valid_loss_mape": 0.13553306460380554}}}, "371": {"train": {"loss_reduced": 0.028616786003112793, "pred": 0.058194518089294434, "loss_l2": 1.3741922657573014e-06, "loss_mape": 0.040964048355817795}}, "372": {"train": {"loss_reduced": 0.031107425689697266, "pred": 0.032980144023895264, "loss_l2": 0.0007337105926126242, "loss_mape": 0.8707596659660339}}, "373": {"train": {"loss_reduced": 0.029943466186523438, "pred": 0.021347668021917343, "loss_l2": 9.221412256010808e-06, "loss_mape": 0.10141370445489883}}, "374": {"train": {"loss_reduced": 0.02401602268218994, "pred": 0.01612967625260353, "loss_l2": 7.120116606529336e-06, "loss_mape": 0.11110726743936539}}, "375": {"train": {"loss_reduced": 0.03287160396575928, "pred": 0.015078868716955185, "loss_l2": 0.0002802922099363059, "loss_mape": 0.5093128085136414}, "valid": {"0": {"loss_reduced": 0.02662205696105957, "pred": 0.015078910626471043, "valid_loss_l2": 0.00013324423343874514, "valid_loss_mape": 0.4335933327674866}}}, "376": {"train": {"loss_reduced": 0.02776205539703369, "pred": 0.0329175665974617, "loss_l2": 0.00016086317191366106, "loss_mape": 0.4568532407283783}}, "377": {"train": {"loss_reduced": 0.028662443161010742, "pred": 0.03184050694108009, "loss_l2": 1.810607500374317e-05, "loss_mape": 0.148456409573555}}, "378": {"train": {"loss_reduced": 0.027141928672790527, "pred": 0.024564875289797783, "loss_l2": 2.207663783337921e-05, "loss_mape": 0.1731114387512207}}, "379": {"train": {"loss_reduced": 0.02824580669403076, "pred": 0.024779945611953735, "loss_l2": 1.3549256436817814e-05, "loss_mape": 0.1303178071975708}}, "380": {"train": {"loss_reduced": 0.03609299659729004, "pred": 0.03417334705591202, "loss_l2": 0.0001279850403079763, "loss_mape": 0.31344160437583923}, "valid": {"0": {"loss_reduced": 0.027851223945617676, "pred": 0.034173354506492615, "valid_loss_l2": 3.996933446615003e-05, "valid_loss_mape": 0.226996511220932}}}, "381": {"train": {"loss_reduced": 0.027735352516174316, "pred": 0.01668558269739151, "loss_l2": 4.1447819967288524e-05, "loss_mape": 0.23212246596813202}}, "382": {"train": {"loss_reduced": 0.031436800956726074, "pred": 0.02124263346195221, "loss_l2": 0.00021759844094049186, "loss_mape": 0.46923407912254333}}, "383": {"train": {"loss_reduced": 0.028839468955993652, "pred": 0.03144597262144089, "loss_l2": 5.771190990344621e-05, "loss_mape": 0.2634180188179016}}, "384": {"train": {"loss_reduced": 0.023349404335021973, "pred": 0.03041018173098564, "loss_l2": 6.555442087119445e-05, "loss_mape": 0.3467569649219513}}, "385": {"train": {"loss_reduced": 0.03235471248626709, "pred": 0.031045235693454742, "loss_l2": 3.7811853417224484e-06, "loss_mape": 0.06010027229785919}, "valid": {"0": {"loss_reduced": 0.03179442882537842, "pred": 0.031045231968164444, "valid_loss_l2": 5.612959057543776e-07, "valid_loss_mape": 0.023563778027892113}}}, "386": {"train": {"loss_reduced": 0.029103875160217285, "pred": 0.016113054007291794, "loss_l2": 3.7688516840717057e-06, "loss_mape": 0.06670428067445755}}, "387": {"train": {"loss_reduced": 0.0312732458114624, "pred": 0.024864206090569496, "loss_l2": 0.00022983136295806617, "loss_mape": 0.4847654700279236}}, "388": {"train": {"loss_reduced": 0.025689244270324707, "pred": 0.03674440085887909, "loss_l2": 6.806880037402152e-07, "loss_mape": 0.03211609274148941}}, "389": {"train": {"loss_reduced": 0.03025341033935547, "pred": 0.0319988876581192, "loss_l2": 4.21329568780493e-05, "loss_mape": 0.21455401182174683}}, "390": {"train": {"loss_reduced": 0.021884799003601074, "pred": 0.023275073617696762, "loss_l2": 0.00010229479084955528, "loss_mape": 0.46215131878852844}, "valid": {"0": {"loss_reduced": 0.030099868774414062, "pred": 0.023275073617696762, "valid_loss_l2": 4.657782847061753e-05, "valid_loss_mape": 0.2267383635044098}}}, "391": {"train": {"loss_reduced": 0.03174459934234619, "pred": 0.04640026018023491, "loss_l2": 7.173280027927831e-05, "loss_mape": 0.26680198311805725}}, "392": {"train": {"loss_reduced": 0.025833845138549805, "pred": 0.030461013317108154, "loss_l2": 0.0004229779005981982, "loss_mape": 0.7961039543151855}}, "393": {"train": {"loss_reduced": 0.02739250659942627, "pred": 0.02198912762105465, "loss_l2": 9.415767635800876e-06, "loss_mape": 0.11202013492584229}}, "394": {"train": {"loss_reduced": 0.03132224082946777, "pred": 0.02024666592478752, "loss_l2": 8.710700058145449e-05, "loss_mape": 0.29797080159187317}}, "395": {"train": {"loss_reduced": 0.02653634548187256, "pred": 0.02163124829530716, "loss_l2": 3.956006912630983e-05, "loss_mape": 0.2370213121175766}, "valid": {"0": {"loss_reduced": 0.02639460563659668, "pred": 0.02163124457001686, "valid_loss_l2": 2.2689608158543706e-05, "valid_loss_mape": 0.18046721816062927}}}, "396": {"train": {"loss_reduced": 0.032500624656677246, "pred": 0.04967214912176132, "loss_l2": 0.00011814333993243054, "loss_mape": 0.33443590998649597}}, "397": {"train": {"loss_reduced": 0.0270155668258667, "pred": 0.029445786029100418, "loss_l2": 0.0005133207305334508, "loss_mape": 0.8386491537094116}}, "398": {"train": {"loss_reduced": 0.02716374397277832, "pred": 0.019718021154403687, "loss_l2": 5.207715730648488e-06, "loss_mape": 0.08401058614253998}}, "399": {"train": {"loss_reduced": 0.028834223747253418, "pred": 0.016896264627575874, "loss_l2": 8.310548582812771e-05, "loss_mape": 0.31615975499153137}}, "400": {"train": {"loss_reduced": 0.028074145317077637, "pred": 0.017227627336978912, "loss_l2": 0.00012494514521677047, "loss_mape": 0.39815589785575867}, "valid": {"0": {"loss_reduced": 0.026749134063720703, "pred": 0.017227625474333763, "valid_loss_l2": 9.065912308869883e-05, "valid_loss_mape": 0.3559557795524597}}}, "401": {"train": {"loss_reduced": 0.02429938316345215, "pred": 0.0368942990899086, "loss_l2": 5.0009784899884835e-05, "loss_mape": 0.2910262942314148}}, "402": {"train": {"loss_reduced": 0.02840566635131836, "pred": 0.025451013818383217, "loss_l2": 7.205688598332927e-05, "loss_mape": 0.2988359034061432}}, "403": {"train": {"loss_reduced": 0.029491305351257324, "pred": 0.023419911041855812, "loss_l2": 1.632395651540719e-05, "loss_mape": 0.13699941337108612}}, "404": {"train": {"loss_reduced": 0.030664801597595215, "pred": 0.026960749179124832, "loss_l2": 5.248843808658421e-05, "loss_mape": 0.2362608015537262}}, "405": {"train": {"loss_reduced": 0.03347611427307129, "pred": 0.035260774195194244, "loss_l2": 4.244998126523569e-05, "loss_mape": 0.1946272850036621}, "valid": {"0": {"loss_reduced": 0.027815937995910645, "pred": 0.03526076301932335, "valid_loss_l2": 5.542541839531623e-05, "valid_loss_mape": 0.26764601469039917}}}, "406": {"train": {"loss_reduced": 0.02480781078338623, "pred": 0.019100751727819443, "loss_l2": 0.00010926444520009682, "loss_mape": 0.42135775089263916}}, "407": {"train": {"loss_reduced": 0.03126931190490723, "pred": 0.020200107246637344, "loss_l2": 0.00014807390107307583, "loss_mape": 0.38915351033210754}}, "408": {"train": {"loss_reduced": 0.02987802028656006, "pred": 0.027289066463708878, "loss_l2": 9.366203448735178e-05, "loss_mape": 0.32391420006752014}}, "409": {"train": {"loss_reduced": 0.027480602264404297, "pred": 0.036359693855047226, "loss_l2": 3.6685964488469835e-08, "loss_mape": 0.006969854701310396}}, "410": {"train": {"loss_reduced": 0.028841614723205566, "pred": 0.03204455226659775, "loss_l2": 5.6521512306062505e-05, "loss_mape": 0.2606677711009979}, "valid": {"0": {"loss_reduced": 0.030385613441467285, "pred": 0.03204455226659775, "valid_loss_l2": 2.7520779894985026e-06, "valid_loss_mape": 0.0545961931347847}}}, "411": {"train": {"loss_reduced": 0.02741408348083496, "pred": 0.01556389406323433, "loss_l2": 2.1441241187858395e-05, "loss_mape": 0.16890838742256165}}, "412": {"train": {"loss_reduced": 0.03295242786407471, "pred": 0.02171412855386734, "loss_l2": 0.00030236123711802065, "loss_mape": 0.5276860594749451}}, "413": {"train": {"loss_reduced": 0.03350269794464111, "pred": 0.036811038851737976, "loss_l2": 0.00013897028111387044, "loss_mape": 0.351869136095047}}, "414": {"train": {"loss_reduced": 0.02709650993347168, "pred": 0.035196464508771896, "loss_l2": 9.437207336304709e-05, "loss_mape": 0.3585158586502075}}, "415": {"train": {"loss_reduced": 0.021802544593811035, "pred": 0.026168640702962875, "loss_l2": 0.00017939708777703345, "loss_mape": 0.6143282651901245}, "valid": {"0": {"loss_reduced": 0.020650744438171387, "pred": 0.026168642565608025, "valid_loss_l2": 3.0447199605987407e-05, "valid_loss_mape": 0.26720091700553894}}}, "416": {"train": {"loss_reduced": 0.028217077255249023, "pred": 0.05531155318021774, "loss_l2": 4.196115241938969e-06, "loss_mape": 0.07259582728147507}}, "417": {"train": {"loss_reduced": 0.030184030532836914, "pred": 0.03212058171629906, "loss_l2": 0.0006313924095593393, "loss_mape": 0.8324773907661438}}, "418": {"train": {"loss_reduced": 0.02682936191558838, "pred": 0.020191878080368042, "loss_l2": 2.7997046345262788e-05, "loss_mape": 0.1972176432609558}}, "419": {"train": {"loss_reduced": 0.026814937591552734, "pred": 0.01564270257949829, "loss_l2": 4.38650167779997e-05, "loss_mape": 0.24699169397354126}}, "420": {"train": {"loss_reduced": 0.030117511749267578, "pred": 0.014878673478960991, "loss_l2": 0.0002095201489282772, "loss_mape": 0.480611115694046}, "valid": {"0": {"loss_reduced": 0.03220176696777344, "pred": 0.014878674410283566, "valid_loss_l2": 0.00030008950852788985, "valid_loss_mape": 0.5379546880722046}}}, "421": {"train": {"loss_reduced": 0.030015110969543457, "pred": 0.0334879569709301, "loss_l2": 0.00022911162523087114, "loss_mape": 0.5042937994003296}}, "422": {"train": {"loss_reduced": 0.027951598167419434, "pred": 0.030870065093040466, "loss_l2": 3.0651557608507574e-05, "loss_mape": 0.19807042181491852}}, "423": {"train": {"loss_reduced": 0.026830554008483887, "pred": 0.024641862139105797, "loss_l2": 1.6317530025844462e-05, "loss_mape": 0.150555819272995}}, "424": {"train": {"loss_reduced": 0.030539989471435547, "pred": 0.026228800415992737, "loss_l2": 3.478790677036159e-05, "loss_mape": 0.19312800467014313}}, "425": {"train": {"loss_reduced": 0.02937304973602295, "pred": 0.030943751335144043, "loss_l2": 9.886327461572364e-06, "loss_mape": 0.10704550892114639}, "valid": {"0": {"loss_reduced": 0.026061177253723145, "pred": 0.03094375506043434, "valid_loss_l2": 2.3839565983507782e-05, "valid_loss_mape": 0.18735063076019287}}}, "426": {"train": {"loss_reduced": 0.025049567222595215, "pred": 0.01576506532728672, "loss_l2": 3.474140612524934e-05, "loss_mape": 0.23530083894729614}}, "427": {"train": {"loss_reduced": 0.027884721755981445, "pred": 0.01956413872539997, "loss_l2": 0.00014688607188872993, "loss_mape": 0.4346342980861664}}, "428": {"train": {"loss_reduced": 0.02953171730041504, "pred": 0.030459031462669373, "loss_l2": 9.935261914506555e-05, "loss_mape": 0.33752113580703735}}, "429": {"train": {"loss_reduced": 0.02865469455718994, "pred": 0.03892569988965988, "loss_l2": 3.2557861686655087e-06, "loss_mape": 0.06296977400779724}}, "430": {"train": {"loss_reduced": 0.02920973300933838, "pred": 0.031475525349378586, "loss_l2": 9.439900168217719e-05, "loss_mape": 0.3326259255409241}, "valid": {"0": {"loss_reduced": 0.03482973575592041, "pred": 0.031475529074668884, "valid_loss_l2": 1.1250702300458215e-05, "valid_loss_mape": 0.09630296379327774}}}, "431": {"train": {"loss_reduced": 0.03154623508453369, "pred": 0.060776278376579285, "loss_l2": 4.99986674284969e-09, "loss_mape": 0.0022414636332541704}}, "432": {"train": {"loss_reduced": 0.03091442584991455, "pred": 0.03523541986942291, "loss_l2": 0.0008917302475310862, "loss_mape": 0.9659520387649536}}, "433": {"train": {"loss_reduced": 0.026113510131835938, "pred": 0.022115759551525116, "loss_l2": 8.32091027405113e-05, "loss_mape": 0.349317342042923}}, "434": {"train": {"loss_reduced": 0.026624202728271484, "pred": 0.01658681407570839, "loss_l2": 2.0326042431406677e-05, "loss_mape": 0.169336199760437}}, "435": {"train": {"loss_reduced": 0.02821183204650879, "pred": 0.014902643859386444, "loss_l2": 0.0001351410464849323, "loss_mape": 0.41206178069114685}, "valid": {"0": {"loss_reduced": 0.027284741401672363, "pred": 0.014902643859386444, "valid_loss_l2": 0.00015331634494941682, "valid_loss_mape": 0.45381033420562744}}}, "436": {"train": {"loss_reduced": 0.03045785427093506, "pred": 0.03202269226312637, "loss_l2": 0.00024196454614866525, "loss_mape": 0.5107125639915466}}, "437": {"train": {"loss_reduced": 0.021572351455688477, "pred": 0.025116506963968277, "loss_l2": 0.00010920962085947394, "loss_mape": 0.4844321608543396}}, "438": {"train": {"loss_reduced": 0.03199875354766846, "pred": 0.026401877403259277, "loss_l2": 4.7365316277137026e-05, "loss_mape": 0.21507857739925385}}, "439": {"train": {"loss_reduced": 0.03401315212249756, "pred": 0.03274548798799515, "loss_l2": 5.7931614719564095e-05, "loss_mape": 0.22377467155456543}}, "440": {"train": {"loss_reduced": 0.024989724159240723, "pred": 0.032154057174921036, "loss_l2": 6.0151989600853994e-05, "loss_mape": 0.3103584051132202}, "valid": {"0": {"loss_reduced": 0.02406466007232666, "pred": 0.032154060900211334, "valid_loss_l2": 6.54384057270363e-05, "valid_loss_mape": 0.33615270256996155}}}, "441": {"train": {"loss_reduced": 0.02434718608856201, "pred": 0.017521198838949203, "loss_l2": 6.0947237216169015e-05, "loss_mape": 0.3206477761268616}}, "442": {"train": {"loss_reduced": 0.03123152256011963, "pred": 0.021061567589640617, "loss_l2": 0.00018797277880366892, "loss_mape": 0.43898969888687134}}, "443": {"train": {"loss_reduced": 0.02731788158416748, "pred": 0.03051738440990448, "loss_l2": 3.914146509487182e-05, "loss_mape": 0.22901900112628937}}, "444": {"train": {"loss_reduced": 0.03403890132904053, "pred": 0.04860706254839897, "loss_l2": 1.2401081221469212e-05, "loss_mape": 0.10345565527677536}}, "445": {"train": {"loss_reduced": 0.02888345718383789, "pred": 0.035634975880384445, "loss_l2": 0.00038902059895917773, "loss_mape": 0.6828685998916626}, "valid": {"0": {"loss_reduced": 0.02318394184112549, "pred": 0.03563498333096504, "valid_loss_l2": 0.0001550284359836951, "valid_loss_mape": 0.5370545387268066}}}, "446": {"train": {"loss_reduced": 0.02814018726348877, "pred": 0.016650894656777382, "loss_l2": 5.617191345663741e-05, "loss_mape": 0.26633769273757935}}, "447": {"train": {"loss_reduced": 0.027511000633239746, "pred": 0.017331156879663467, "loss_l2": 0.0001179412574856542, "loss_mape": 0.39475396275520325}}, "448": {"train": {"loss_reduced": 0.029699325561523438, "pred": 0.024435486644506454, "loss_l2": 0.00015297334175556898, "loss_mape": 0.4164485037326813}}, "449": {"train": {"loss_reduced": 0.026326656341552734, "pred": 0.035395704209804535, "loss_l2": 3.5765228858508635e-06, "loss_mape": 0.07183478772640228}}, "450": {"train": {"loss_reduced": 0.03301107883453369, "pred": 0.04081258177757263, "loss_l2": 5.686438271368388e-06, "loss_mape": 0.07223712652921677}, "valid": {"0": {"loss_reduced": 0.030617356300354004, "pred": 0.04081258177757263, "valid_loss_l2": 0.00010394262062618509, "valid_loss_mape": 0.332988440990448}}}, "451": {"train": {"loss_reduced": 0.02854323387145996, "pred": 0.0179580170661211, "loss_l2": 0.0001505369000369683, "loss_mape": 0.42985135316848755}}, "452": {"train": {"loss_reduced": 0.027589917182922363, "pred": 0.01556941494345665, "loss_l2": 9.277350181946531e-05, "loss_mape": 0.349109411239624}}, "453": {"train": {"loss_reduced": 0.029782772064208984, "pred": 0.019212722778320312, "loss_l2": 0.00020201955339871347, "loss_mape": 0.47723421454429626}}, "454": {"train": {"loss_reduced": 0.0292283296585083, "pred": 0.027959665283560753, "loss_l2": 0.00010031175042968243, "loss_mape": 0.3426666855812073}}, "455": {"train": {"loss_reduced": 0.025660157203674316, "pred": 0.035617999732494354, "loss_l2": 5.2874547691317275e-06, "loss_mape": 0.08961155265569687}, "valid": {"0": {"loss_reduced": 0.029455900192260742, "pred": 0.035617999732494354, "valid_loss_l2": 3.797146928263828e-05, "valid_loss_mape": 0.20919746160507202}}}, "456": {"train": {"loss_reduced": 0.027839064598083496, "pred": 0.01593610644340515, "loss_l2": 6.051189120626077e-05, "loss_mape": 0.2794252932071686}}, "457": {"train": {"loss_reduced": 0.025377511978149414, "pred": 0.015701625496149063, "loss_l2": 8.914013596950099e-05, "loss_mape": 0.3720382750034332}}, "458": {"train": {"loss_reduced": 0.0307234525680542, "pred": 0.02267492190003395, "loss_l2": 0.00022565494873560965, "loss_mape": 0.4889364540576935}}, "459": {"train": {"loss_reduced": 0.03084564208984375, "pred": 0.037618063390254974, "loss_l2": 6.676103657810017e-05, "loss_mape": 0.26489129662513733}}, "460": {"train": {"loss_reduced": 0.02666330337524414, "pred": 0.03473079204559326, "loss_l2": 0.00012000676360912621, "loss_mape": 0.41085532307624817}, "valid": {"0": {"loss_reduced": 0.029379725456237793, "pred": 0.03473079204559326, "valid_loss_l2": 2.8633912734221667e-05, "valid_loss_mape": 0.18213467299938202}}}, "461": {"train": {"loss_reduced": 0.029465079307556152, "pred": 0.014862106181681156, "loss_l2": 2.7728123313863762e-05, "loss_mape": 0.17871154844760895}}, "462": {"train": {"loss_reduced": 0.028011798858642578, "pred": 0.017687272280454636, "loss_l2": 0.00017291490803472698, "loss_mape": 0.4694347381591797}}, "463": {"train": {"loss_reduced": 0.03128612041473389, "pred": 0.028109421953558922, "loss_l2": 0.00018492866365704685, "loss_mape": 0.43466073274612427}}, "464": {"train": {"loss_reduced": 0.028026580810546875, "pred": 0.04079316556453705, "loss_l2": 6.862654888806219e-09, "loss_mape": 0.0029558062087744474}}, "465": {"train": {"loss_reduced": 0.023084044456481934, "pred": 0.03050450049340725, "loss_l2": 0.0003136128361802548, "loss_mape": 0.7671583294868469}, "valid": {"0": {"loss_reduced": 0.028168797492980957, "pred": 0.0305045023560524, "valid_loss_l2": 5.455517111840891e-06, "valid_loss_mape": 0.08291815966367722}}}, "466": {"train": {"loss_reduced": 0.03013622760772705, "pred": 0.013861199840903282, "loss_l2": 1.3562765843744273e-07, "loss_mape": 0.012220394797623158}}, "467": {"train": {"loss_reduced": 0.02379906177520752, "pred": 0.02405739203095436, "loss_l2": 9.876108379103243e-05, "loss_mape": 0.4175736606121063}}, "468": {"train": {"loss_reduced": 0.026486873626708984, "pred": 0.04461151361465454, "loss_l2": 5.902435077587143e-06, "loss_mape": 0.09172440320253372}}, "469": {"train": {"loss_reduced": 0.03035712242126465, "pred": 0.030588125810027122, "loss_l2": 0.00020318914903327823, "loss_mape": 0.469558447599411}}, "470": {"train": {"loss_reduced": 0.03419196605682373, "pred": 0.02471306174993515, "loss_l2": 1.2987517038709484e-05, "loss_mape": 0.10539960861206055}, "valid": {"0": {"loss_reduced": 0.0315016508102417, "pred": 0.024713020771741867, "valid_loss_l2": 4.6085497160675004e-05, "valid_loss_mape": 0.21550077199935913}}}, "471": {"train": {"loss_reduced": 0.023091435432434082, "pred": 0.01161363534629345, "loss_l2": 2.629544951560092e-06, "loss_mape": 0.07022462040185928}}, "472": {"train": {"loss_reduced": 0.030622363090515137, "pred": 0.019502267241477966, "loss_l2": 0.0003613317385315895, "loss_mape": 0.6207466125488281}}, "473": {"train": {"loss_reduced": 0.032593488693237305, "pred": 0.037474218755960464, "loss_l2": 0.00017138007387984544, "loss_mape": 0.40165144205093384}}, "474": {"train": {"loss_reduced": 0.02821028232574463, "pred": 0.03642161935567856, "loss_l2": 8.58203784446232e-05, "loss_mape": 0.32838839292526245}}, "475": {"train": {"loss_reduced": 0.0251007080078125, "pred": 0.027503546327352524, "loss_l2": 0.0001281631994061172, "loss_mape": 0.45101991295814514}, "valid": {"0": {"loss_reduced": 0.03119206428527832, "pred": 0.027503546327352524, "valid_loss_l2": 1.3605164895125199e-05, "valid_loss_mape": 0.11825180798768997}}}, "476": {"train": {"loss_reduced": 0.02687382698059082, "pred": 0.01350496243685484, "loss_l2": 3.9655114392189716e-07, "loss_mape": 0.023432578891515732}}, "477": {"train": {"loss_reduced": 0.0305253267288208, "pred": 0.02306947112083435, "loss_l2": 0.0002896927762776613, "loss_mape": 0.5575817227363586}}, "478": {"train": {"loss_reduced": 0.030084967613220215, "pred": 0.0433492474257946, "loss_l2": 4.9217189371120185e-05, "loss_mape": 0.2331894338130951}}, "479": {"train": {"loss_reduced": 0.02451932430267334, "pred": 0.03235828876495361, "loss_l2": 0.0003545654471963644, "loss_mape": 0.7679619789123535}}, "480": {"train": {"loss_reduced": 0.03143036365509033, "pred": 0.025715291500091553, "loss_l2": 8.610726922597678e-07, "loss_mape": 0.029523679986596107}, "valid": {"0": {"loss_reduced": 0.031227707862854004, "pred": 0.025715291500091553, "valid_loss_l2": 3.038673457922414e-05, "valid_loss_mape": 0.17652325332164764}}}, "481": {"train": {"loss_reduced": 0.024997949600219727, "pred": 0.013825209811329842, "loss_l2": 5.145714112586575e-07, "loss_mape": 0.028695806860923767}}, "482": {"train": {"loss_reduced": 0.030521392822265625, "pred": 0.02340240590274334, "loss_l2": 0.0002787629491649568, "loss_mape": 0.5470325946807861}}, "483": {"train": {"loss_reduced": 0.030166149139404297, "pred": 0.04510654881596565, "loss_l2": 4.574822378344834e-05, "loss_mape": 0.22421632707118988}}, "484": {"train": {"loss_reduced": 0.02755105495452881, "pred": 0.03321168199181557, "loss_l2": 0.00030819536186754704, "loss_mape": 0.6371986269950867}}, "485": {"train": {"loss_reduced": 0.03136491775512695, "pred": 0.025752605870366096, "loss_l2": 3.410579438423156e-06, "loss_mape": 0.058880288153886795}, "valid": {"0": {"loss_reduced": 0.028753995895385742, "pred": 0.025752592831850052, "valid_loss_l2": 9.008420420286711e-06, "valid_loss_mape": 0.10438212007284164}}}, "486": {"train": {"loss_reduced": 0.02805769443511963, "pred": 0.05509428679943085, "loss_l2": 5.313424480846152e-06, "loss_mape": 0.082155242562294}}, "487": {"train": {"loss_reduced": 0.03148221969604492, "pred": 0.0312575101852417, "loss_l2": 0.0005575279355980456, "loss_mape": 0.7500116229057312}}, "488": {"train": {"loss_reduced": 0.028012633323669434, "pred": 0.02017323300242424, "loss_l2": 1.0529225619393401e-05, "loss_mape": 0.11583619564771652}}, "489": {"train": {"loss_reduced": 0.025702238082885742, "pred": 0.015981441363692284, "loss_l2": 3.0569895898224786e-05, "loss_mape": 0.2151176482439041}}, "490": {"train": {"loss_reduced": 0.02452218532562256, "pred": 0.015024577267467976, "loss_l2": 7.294430542970076e-05, "loss_mape": 0.3482864201068878}, "valid": {"0": {"loss_reduced": 0.03424513339996338, "pred": 0.01502457819879055, "valid_loss_l2": 0.0003694297338370234, "valid_loss_mape": 0.5612638592720032}}}, "491": {"train": {"loss_reduced": 0.026084542274475098, "pred": 0.03294074535369873, "loss_l2": 0.00012232283188495785, "loss_mape": 0.42400455474853516}}, "492": {"train": {"loss_reduced": 0.032423973083496094, "pred": 0.047849684953689575, "loss_l2": 2.670612673227879e-07, "loss_mape": 0.015938198193907738}}, "493": {"train": {"loss_reduced": 0.02616751194000244, "pred": 0.029462430626153946, "loss_l2": 0.00047011597780510783, "loss_mape": 0.8285907506942749}}, "494": {"train": {"loss_reduced": 0.027895450592041016, "pred": 0.019893255084753036, "loss_l2": 2.4554265110054985e-06, "loss_mape": 0.05617331713438034}}, "495": {"train": {"loss_reduced": 0.03090977668762207, "pred": 0.017270643264055252, "loss_l2": 0.00012136378791183233, "loss_mape": 0.3564090132713318}, "valid": {"0": {"loss_reduced": 0.030485033988952637, "pred": 0.017270643264055252, "valid_loss_l2": 0.00017462011601310223, "valid_loss_mape": 0.4334714114665985}}}, "496": {"train": {"loss_reduced": 0.02775132656097412, "pred": 0.03884168714284897, "loss_l2": 0.00010984472464770079, "loss_mape": 0.3776642382144928}}, "497": {"train": {"loss_reduced": 0.027796149253845215, "pred": 0.027077771723270416, "loss_l2": 0.00012200374476378784, "loss_mape": 0.39737626910209656}}, "498": {"train": {"loss_reduced": 0.03190600872039795, "pred": 0.024960990995168686, "loss_l2": 2.331187170057092e-05, "loss_mape": 0.15132689476013184}}, "499": {"train": {"loss_reduced": 0.027613043785095215, "pred": 0.025601867586374283, "loss_l2": 7.033384008536814e-06, "loss_mape": 0.09604348242282867}}, "500": {"train": {"loss_reduced": 0.032657623291015625, "pred": 0.030185580253601074, "loss_l2": 4.978368815500289e-05, "loss_mape": 0.2160523384809494}, "valid": {"0": {"loss_reduced": 0.02396082878112793, "pred": 0.030185820534825325, "valid_loss_l2": 3.875052061630413e-05, "valid_loss_mape": 0.25979867577552795}}}}
|