FrankCCCCC
commited on
Upload res_CIFAR2_32_lr5e-06_ep50_bs2048_attr_ckpts/md_3/step_2/pred_target.json with huggingface_hub
Browse files
res_CIFAR2_32_lr5e-06_ep50_bs2048_attr_ckpts/md_3/step_2/pred_target.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"1": {"train": {"loss_reduced": 0.08322644233703613, "pred": 1.3065650463104248, "loss_l2": 1.5704410076141357, "loss_mape": 15.057382583618164}}, "2": {"train": {"loss_reduced": 0.08321952819824219, "pred": 1.278262972831726, "loss_l2": 1.4998000860214233, "loss_mape": 14.716055870056152}}, "3": {"train": {"loss_reduced": 0.08320450782775879, "pred": 1.2529726028442383, "loss_l2": 1.4373891353607178, "loss_mape": 14.409214973449707}}, "4": {"train": {"loss_reduced": 0.08294820785522461, "pred": 1.231377124786377, "loss_l2": 1.3859151601791382, "loss_mape": 14.192578315734863}}, "5": {"train": {"loss_reduced": 0.08355021476745605, "pred": 1.2019160985946655, "loss_l2": 1.3163317441940308, "loss_mape": 13.732041358947754}, "valid": {"0": {"loss_reduced": 0.0833740234375, "pred": 1.2009928226470947, "valid_loss_l2": 1.2490718364715576, "valid_loss_mape": 13.40488052368164}}}, "6": {"train": {"loss_reduced": 0.08322262763977051, "pred": 1.1693408489227295, "loss_l2": 1.244448184967041, "loss_mape": 13.404387474060059}}, "7": {"train": {"loss_reduced": 0.08329296112060547, "pred": 1.136662483215332, "loss_l2": 1.1715762615203857, "loss_mape": 12.995020866394043}}, "8": {"train": {"loss_reduced": 0.08327817916870117, "pred": 1.1057838201522827, "loss_l2": 1.1049994230270386, "loss_mape": 12.622629165649414}}, "9": {"train": {"loss_reduced": 0.08338499069213867, "pred": 1.079811453819275, "loss_l2": 1.0501528978347778, "loss_mape": 12.289617538452148}}, "10": {"train": {"loss_reduced": 0.08321380615234375, "pred": 1.0605621337890625, "loss_l2": 1.0105457305908203, "loss_mape": 12.080435752868652}, "valid": {"0": {"loss_reduced": 0.08245706558227539, "pred": 1.0546927452087402, "valid_loss_l2": 0.9452422261238098, "valid_loss_mape": 11.790810585021973}}}, "11": {"train": {"loss_reduced": 0.08349800109863281, "pred": 1.0207428932189941, "loss_l2": 0.9326479434967041, "loss_mape": 11.56598949432373}}, "12": {"train": {"loss_reduced": 0.08354568481445312, "pred": 0.9999785423278809, "loss_l2": 0.8919023275375366, "loss_mape": 11.304064750671387}}, "13": {"train": {"loss_reduced": 0.08307409286499023, "pred": 0.9731740951538086, "loss_l2": 0.8418229222297668, "loss_mape": 11.044466972351074}}, "14": {"train": {"loss_reduced": 0.0833282470703125, "pred": 0.9404658675193787, "loss_l2": 0.7817621827125549, "loss_mape": 10.610725402832031}}, "15": {"train": {"loss_reduced": 0.08221554756164551, "pred": 0.9139745235443115, "loss_l2": 0.7365757822990417, "loss_mape": 10.4389009475708}, "valid": {"0": {"loss_reduced": 0.0827174186706543, "pred": 0.9195147156715393, "valid_loss_l2": 0.7002297043800354, "valid_loss_mape": 10.116336822509766}}}, "16": {"train": {"loss_reduced": 0.08304595947265625, "pred": 0.895919144153595, "loss_l2": 0.7047863602638245, "loss_mape": 10.109047889709473}}, "17": {"train": {"loss_reduced": 0.08321022987365723, "pred": 0.8616963624954224, "loss_l2": 0.6472532153129578, "loss_mape": 9.66852855682373}}, "18": {"train": {"loss_reduced": 0.08298158645629883, "pred": 0.83661288022995, "loss_l2": 0.6072673201560974, "loss_mape": 9.390921592712402}}, "19": {"train": {"loss_reduced": 0.08331012725830078, "pred": 0.815893828868866, "loss_l2": 0.5736340284347534, "loss_mape": 9.091167449951172}}, "20": {"train": {"loss_reduced": 0.08374977111816406, "pred": 0.7858016490936279, "loss_l2": 0.5278218984603882, "loss_mape": 8.674811363220215}, "valid": {"0": {"loss_reduced": 0.08331632614135742, "pred": 0.7826236486434937, "valid_loss_l2": 0.48903071880340576, "valid_loss_mape": 8.393401145935059}}}, "21": {"train": {"loss_reduced": 0.08360648155212402, "pred": 0.7684971690177917, "loss_l2": 0.5032269358634949, "loss_mape": 8.484807968139648}}, "22": {"train": {"loss_reduced": 0.08316683769226074, "pred": 0.7412053346633911, "loss_l2": 0.4649031162261963, "loss_mape": 8.198436737060547}}, "23": {"train": {"loss_reduced": 0.08292460441589355, "pred": 0.7184445261955261, "loss_l2": 0.43406298756599426, "loss_mape": 7.944983005523682}}, "24": {"train": {"loss_reduced": 0.08311295509338379, "pred": 0.6953968405723572, "loss_l2": 0.40306422114372253, "loss_mape": 7.638681411743164}}, "25": {"train": {"loss_reduced": 0.08336949348449707, "pred": 0.6648051142692566, "loss_l2": 0.3640880882740021, "loss_mape": 7.2376251220703125}, "valid": {"0": {"loss_reduced": 0.0830848217010498, "pred": 0.673345685005188, "valid_loss_l2": 0.34840789437294006, "valid_loss_mape": 7.104316234588623}}}, "26": {"train": {"loss_reduced": 0.0830237865447998, "pred": 0.6525509357452393, "loss_l2": 0.3499917685985565, "loss_mape": 7.125680923461914}}, "27": {"train": {"loss_reduced": 0.08335018157958984, "pred": 0.6299034357070923, "loss_l2": 0.3225601613521576, "loss_mape": 6.813948154449463}}, "28": {"train": {"loss_reduced": 0.08326363563537598, "pred": 0.6064059138298035, "loss_l2": 0.2956938147544861, "loss_mape": 6.530790328979492}}, "29": {"train": {"loss_reduced": 0.08313250541687012, "pred": 0.5921345353126526, "loss_l2": 0.2799449861049652, "loss_mape": 6.3645172119140625}}, "30": {"train": {"loss_reduced": 0.08323097229003906, "pred": 0.566930890083313, "loss_l2": 0.2530721127986908, "loss_mape": 6.044177055358887}, "valid": {"0": {"loss_reduced": 0.08327913284301758, "pred": 0.5733341574668884, "valid_loss_l2": 0.24015392363071442, "valid_loss_mape": 5.884487628936768}}}, "31": {"train": {"loss_reduced": 0.08311772346496582, "pred": 0.5493176579475403, "loss_l2": 0.23581203818321228, "loss_mape": 5.842373847961426}}, "32": {"train": {"loss_reduced": 0.08336830139160156, "pred": 0.5334903597831726, "loss_l2": 0.21986649930477142, "loss_mape": 5.624431133270264}}, "33": {"train": {"loss_reduced": 0.08327889442443848, "pred": 0.5162705183029175, "loss_l2": 0.2035481035709381, "loss_mape": 5.4174957275390625}}, "34": {"train": {"loss_reduced": 0.08315491676330566, "pred": 0.4946972727775574, "loss_l2": 0.1841476559638977, "loss_mape": 5.1605401039123535}}, "35": {"train": {"loss_reduced": 0.08299088478088379, "pred": 0.4791169762611389, "loss_l2": 0.1706245094537735, "loss_mape": 4.977259635925293}, "valid": {"0": {"loss_reduced": 0.08316564559936523, "pred": 0.4806419909000397, "valid_loss_l2": 0.15798744559288025, "valid_loss_mape": 4.779333591461182}}}, "36": {"train": {"loss_reduced": 0.08321142196655273, "pred": 0.46537986397743225, "loss_l2": 0.1592874974012375, "loss_mape": 4.796317100524902}}, "37": {"train": {"loss_reduced": 0.08323836326599121, "pred": 0.4450046420097351, "loss_l2": 0.14285773038864136, "loss_mape": 4.540757656097412}}, "38": {"train": {"loss_reduced": 0.08288860321044922, "pred": 0.4348022937774658, "loss_l2": 0.1351734697818756, "loss_mape": 4.435585021972656}}, "39": {"train": {"loss_reduced": 0.08335995674133301, "pred": 0.41647830605506897, "loss_l2": 0.12135817855596542, "loss_mape": 4.1790452003479}}, "40": {"train": {"loss_reduced": 0.08335685729980469, "pred": 0.38658326864242554, "loss_l2": 0.10084697604179382, "loss_mape": 3.8096940517425537}, "valid": {"0": {"loss_reduced": 0.08332371711730957, "pred": 0.40348392724990845, "valid_loss_l2": 0.10250256210565567, "valid_loss_mape": 3.8423659801483154}}}, "41": {"train": {"loss_reduced": 0.08320093154907227, "pred": 0.3861669600009918, "loss_l2": 0.10083512961864471, "loss_mape": 3.8166096210479736}}, "42": {"train": {"loss_reduced": 0.08308625221252441, "pred": 0.3722881078720093, "loss_l2": 0.09195318073034286, "loss_mape": 3.649675130844116}}, "43": {"train": {"loss_reduced": 0.08339214324951172, "pred": 0.36363667249679565, "loss_l2": 0.08631862699985504, "loss_mape": 3.5231175422668457}}, "44": {"train": {"loss_reduced": 0.08361291885375977, "pred": 0.3446803390979767, "loss_l2": 0.07506590336561203, "loss_mape": 3.276785135269165}}, "45": {"train": {"loss_reduced": 0.08275938034057617, "pred": 0.32324886322021484, "loss_l2": 0.0638061985373497, "loss_mape": 3.052208423614502}, "valid": {"0": {"loss_reduced": 0.08259320259094238, "pred": 0.3425169289112091, "valid_loss_l2": 0.0675603449344635, "valid_loss_mape": 3.1470353603363037}}}, "46": {"train": {"loss_reduced": 0.0827946662902832, "pred": 0.3232535421848297, "loss_l2": 0.06393998116254807, "loss_mape": 3.0541043281555176}}, "47": {"train": {"loss_reduced": 0.08306431770324707, "pred": 0.30935364961624146, "loss_l2": 0.05671011283993721, "loss_mape": 2.8669211864471436}}, "48": {"train": {"loss_reduced": 0.08351659774780273, "pred": 0.29563355445861816, "loss_l2": 0.05000923573970795, "loss_mape": 2.677640676498413}}, "49": {"train": {"loss_reduced": 0.08345651626586914, "pred": 0.28719890117645264, "loss_l2": 0.04609394446015358, "loss_mape": 2.572537422180176}}, "50": {"train": {"loss_reduced": 0.0832219123840332, "pred": 0.28070664405822754, "loss_l2": 0.0433487705886364, "loss_mape": 2.501789093017578}, "valid": {"0": {"loss_reduced": 0.083160400390625, "pred": 0.2773740887641907, "valid_loss_l2": 0.03771895542740822, "valid_loss_mape": 2.3354105949401855}}}, "51": {"train": {"loss_reduced": 0.08291792869567871, "pred": 0.2634022831916809, "loss_l2": 0.036462701857089996, "loss_mape": 2.3029048442840576}}, "52": {"train": {"loss_reduced": 0.08360099792480469, "pred": 0.2595197856426239, "loss_l2": 0.03463670611381531, "loss_mape": 2.2261624336242676}}, "53": {"train": {"loss_reduced": 0.08297228813171387, "pred": 0.24774286150932312, "loss_l2": 0.030436787754297256, "loss_mape": 2.102646827697754}}, "54": {"train": {"loss_reduced": 0.08334803581237793, "pred": 0.2379850149154663, "loss_l2": 0.02687538042664528, "loss_mape": 1.9668984413146973}}, "55": {"train": {"loss_reduced": 0.08343315124511719, "pred": 0.22587092220783234, "loss_l2": 0.02285274676978588, "loss_mape": 1.8118847608566284}, "valid": {"0": {"loss_reduced": 0.08297538757324219, "pred": 0.22724512219429016, "valid_loss_l2": 0.020813755691051483, "valid_loss_mape": 1.7387051582336426}}}, "56": {"train": {"loss_reduced": 0.0833137035369873, "pred": 0.21850742399692535, "loss_l2": 0.020730530843138695, "loss_mape": 1.7281792163848877}}, "57": {"train": {"loss_reduced": 0.08307790756225586, "pred": 0.2116125375032425, "loss_l2": 0.018787739798426628, "loss_mape": 1.6498775482177734}}, "58": {"train": {"loss_reduced": 0.08349847793579102, "pred": 0.20377027988433838, "loss_l2": 0.016489803791046143, "loss_mape": 1.537903904914856}}, "59": {"train": {"loss_reduced": 0.08318090438842773, "pred": 0.1922406256198883, "loss_l2": 0.013619417324662209, "loss_mape": 1.4029934406280518}}, "60": {"train": {"loss_reduced": 0.08232307434082031, "pred": 0.18920686841011047, "loss_l2": 0.01305699348449707, "loss_mape": 1.3880336284637451}, "valid": {"0": {"loss_reduced": 0.08339905738830566, "pred": 0.1943463534116745, "valid_loss_l2": 0.01230930257588625, "valid_loss_mape": 1.3303183317184448}}}, "61": {"train": {"loss_reduced": 0.08355474472045898, "pred": 0.1784585565328598, "loss_l2": 0.01046338863670826, "loss_mape": 1.2242357730865479}}, "62": {"train": {"loss_reduced": 0.08318352699279785, "pred": 0.17493200302124023, "loss_l2": 0.009775137528777122, "loss_mape": 1.1885682344436646}}, "63": {"train": {"loss_reduced": 0.08314967155456543, "pred": 0.16452139616012573, "loss_l2": 0.007752048317342997, "loss_mape": 1.0588823556900024}}, "64": {"train": {"loss_reduced": 0.08309435844421387, "pred": 0.1637600064277649, "loss_l2": 0.007601457182317972, "loss_mape": 1.049244999885559}}, "65": {"train": {"loss_reduced": 0.08397936820983887, "pred": 0.15427875518798828, "loss_l2": 0.005847895983606577, "loss_mape": 0.9105991125106812}, "valid": {"0": {"loss_reduced": 0.08224272727966309, "pred": 0.154909148812294, "valid_loss_l2": 0.005280409008264542, "valid_loss_mape": 0.8835604786872864}}}, "66": {"train": {"loss_reduced": 0.08396124839782715, "pred": 0.14603634178638458, "loss_l2": 0.004651604685932398, "loss_mape": 0.8123113512992859}}, "67": {"train": {"loss_reduced": 0.08280754089355469, "pred": 0.1410103142261505, "loss_l2": 0.004107801243662834, "loss_mape": 0.7739890217781067}}, "68": {"train": {"loss_reduced": 0.0832664966583252, "pred": 0.14083385467529297, "loss_l2": 0.0040063937194645405, "loss_mape": 0.7601626515388489}}, "69": {"train": {"loss_reduced": 0.08286595344543457, "pred": 0.13106325268745422, "loss_l2": 0.0028652127366513014, "loss_mape": 0.6459550857543945}}, "70": {"train": {"loss_reduced": 0.08242654800415039, "pred": 0.12869691848754883, "loss_l2": 0.0026516306679695845, "loss_mape": 0.6247257590293884}, "valid": {"0": {"loss_reduced": 0.0836629867553711, "pred": 0.12425730377435684, "valid_loss_l2": 0.0016478985780850053, "valid_loss_mape": 0.48521238565444946}}}, "71": {"train": {"loss_reduced": 0.0830228328704834, "pred": 0.12426075339317322, "loss_l2": 0.002153703710064292, "loss_mape": 0.5589789152145386}}, "72": {"train": {"loss_reduced": 0.08328580856323242, "pred": 0.11566013097763062, "loss_l2": 0.0013845165958628058, "loss_mape": 0.44676390290260315}}, "73": {"train": {"loss_reduced": 0.08338236808776855, "pred": 0.10963946580886841, "loss_l2": 0.0009459707653149962, "loss_mape": 0.3688625991344452}}, "74": {"train": {"loss_reduced": 0.08303475379943848, "pred": 0.10658727586269379, "loss_l2": 0.0007731404039077461, "loss_mape": 0.33486464619636536}}, "75": {"train": {"loss_reduced": 0.08315420150756836, "pred": 0.10609899461269379, "loss_l2": 0.0007376674329861999, "loss_mape": 0.32662251591682434}, "valid": {"0": {"loss_reduced": 0.08343291282653809, "pred": 0.10276991128921509, "valid_loss_l2": 0.00037391952355392277, "valid_loss_mape": 0.23176702857017517}}}, "76": {"train": {"loss_reduced": 0.08296513557434082, "pred": 0.09916669130325317, "loss_l2": 0.00041843639337457716, "loss_mape": 0.24655799567699432}}, "77": {"train": {"loss_reduced": 0.0833740234375, "pred": 0.09611882269382477, "loss_l2": 0.00028164355899207294, "loss_mape": 0.20128858089447021}}, "78": {"train": {"loss_reduced": 0.08359050750732422, "pred": 0.09347106516361237, "loss_l2": 0.00018873978115152568, "loss_mape": 0.1643519103527069}}, "79": {"train": {"loss_reduced": 0.0832364559173584, "pred": 0.08633044362068176, "loss_l2": 4.115359115530737e-05, "loss_mape": 0.07707087695598602}}, "80": {"train": {"loss_reduced": 0.08324074745178223, "pred": 0.08215399086475372, "loss_l2": 2.8463132366596255e-06, "loss_mape": 0.02026774175465107}, "valid": {"0": {"loss_reduced": 0.08246135711669922, "pred": 0.08590861409902573, "valid_loss_l2": 1.188358055514982e-05, "valid_loss_mape": 0.041804514825344086}}}, "81": {"train": {"loss_reduced": 0.08283853530883789, "pred": 0.08210095018148422, "loss_l2": 8.017708751140162e-06, "loss_mape": 0.0341816283762455}}, "82": {"train": {"loss_reduced": 0.08320021629333496, "pred": 0.08030486106872559, "loss_l2": 1.023624645313248e-05, "loss_mape": 0.038454387336969376}}, "83": {"train": {"loss_reduced": 0.083343505859375, "pred": 0.08262038975954056, "loss_l2": 3.156751972710481e-06, "loss_mape": 0.0213180985301733}}, "84": {"train": {"loss_reduced": 0.08312201499938965, "pred": 0.08468585461378098, "loss_l2": 1.7071474758267868e-06, "loss_mape": 0.01571880280971527}}, "85": {"train": {"loss_reduced": 0.08347463607788086, "pred": 0.08388187736272812, "loss_l2": 9.936312039826589e-08, "loss_mape": 0.0037762268912047148}, "valid": {"0": {"loss_reduced": 0.08362889289855957, "pred": 0.08312370628118515, "valid_loss_l2": 2.552135072164674e-07, "valid_loss_mape": 0.006040814332664013}}}, "86": {"train": {"loss_reduced": 0.08292698860168457, "pred": 0.08579925447702408, "loss_l2": 4.1418709884055716e-07, "loss_mape": 0.007760726846754551}}, "87": {"train": {"loss_reduced": 0.08304691314697266, "pred": 0.08582978695631027, "loss_l2": 2.707533167267684e-05, "loss_mape": 0.06265610456466675}}, "88": {"train": {"loss_reduced": 0.08351826667785645, "pred": 0.08189649134874344, "loss_l2": 7.059391293751105e-08, "loss_mape": 0.003181281965225935}}, "89": {"train": {"loss_reduced": 0.08345437049865723, "pred": 0.08082622289657593, "loss_l2": 3.3693163459247444e-06, "loss_mape": 0.02199489064514637}}, "90": {"train": {"loss_reduced": 0.08280420303344727, "pred": 0.08264879882335663, "loss_l2": 6.421453804250632e-07, "loss_mape": 0.0096775246784091}, "valid": {"0": {"loss_reduced": 0.08326363563537598, "pred": 0.08231371641159058, "valid_loss_l2": 9.023465281643439e-07, "valid_loss_mape": 0.01140857208520174}}}, "91": {"train": {"loss_reduced": 0.08349442481994629, "pred": 0.08333143591880798, "loss_l2": 1.3189757737563923e-05, "loss_mape": 0.04349716380238533}}, "92": {"train": {"loss_reduced": 0.08345508575439453, "pred": 0.08553425222635269, "loss_l2": 7.551065550615021e-07, "loss_mape": 0.010412410832941532}}, "93": {"train": {"loss_reduced": 0.08271980285644531, "pred": 0.08733522891998291, "loss_l2": 2.8353768357192166e-05, "loss_mape": 0.06437183916568756}}, "94": {"train": {"loss_reduced": 0.08334684371948242, "pred": 0.08593001961708069, "loss_l2": 1.7841502994997427e-05, "loss_mape": 0.05067882686853409}}, "95": {"train": {"loss_reduced": 0.08285069465637207, "pred": 0.08339426666498184, "loss_l2": 5.629761744785355e-06, "loss_mape": 0.028638407588005066}, "valid": {"0": {"loss_reduced": 0.0830831527709961, "pred": 0.08544845879077911, "valid_loss_l2": 5.594672529696254e-06, "valid_loss_mape": 0.028469141572713852}}}, "96": {"train": {"loss_reduced": 0.08339524269104004, "pred": 0.08624810725450516, "loss_l2": 4.140816258768609e-07, "loss_mape": 0.007716168649494648}}, "97": {"train": {"loss_reduced": 0.0830998420715332, "pred": 0.08396545052528381, "loss_l2": 8.904891728889197e-06, "loss_mape": 0.03590989485383034}}, "98": {"train": {"loss_reduced": 0.08283185958862305, "pred": 0.08389295637607574, "loss_l2": 1.472723397455411e-05, "loss_mape": 0.04633009433746338}}, "99": {"train": {"loss_reduced": 0.08331298828125, "pred": 0.07981167733669281, "loss_l2": 5.710448931495193e-06, "loss_mape": 0.028682857751846313}}, "100": {"train": {"loss_reduced": 0.08333683013916016, "pred": 0.08035002648830414, "loss_l2": 9.17125271371333e-06, "loss_mape": 0.03633936867117882}, "valid": {"0": {"loss_reduced": 0.08346104621887207, "pred": 0.08136022090911865, "valid_loss_l2": 4.413467195263365e-06, "valid_loss_mape": 0.025171326473355293}}}, "101": {"train": {"loss_reduced": 0.08317351341247559, "pred": 0.08352832496166229, "loss_l2": 9.5220202638302e-06, "loss_mape": 0.03710047900676727}}, "102": {"train": {"loss_reduced": 0.08364605903625488, "pred": 0.08650162816047668, "loss_l2": 1.0814575034601148e-05, "loss_mape": 0.03931508958339691}}, "103": {"train": {"loss_reduced": 0.0831151008605957, "pred": 0.08362776041030884, "loss_l2": 2.294189926033141e-06, "loss_mape": 0.018223624676465988}}, "104": {"train": {"loss_reduced": 0.08313632011413574, "pred": 0.08080325275659561, "loss_l2": 6.697609933326021e-06, "loss_mape": 0.03112928383052349}}, "105": {"train": {"loss_reduced": 0.08338618278503418, "pred": 0.08438917249441147, "loss_l2": 1.6207724229388987e-06, "loss_mape": 0.015267464332282543}, "valid": {"0": {"loss_reduced": 0.08253765106201172, "pred": 0.08130371570587158, "valid_loss_l2": 1.5225964489218313e-06, "valid_loss_mape": 0.01494996901601553}}}, "106": {"train": {"loss_reduced": 0.08315730094909668, "pred": 0.08129718899726868, "loss_l2": 2.4950813894975e-06, "loss_mape": 0.018995117396116257}}, "107": {"train": {"loss_reduced": 0.08301615715026855, "pred": 0.0815904289484024, "loss_l2": 3.2549057777941925e-06, "loss_mape": 0.02173234522342682}}, "108": {"train": {"loss_reduced": 0.08296608924865723, "pred": 0.08065792918205261, "loss_l2": 1.832880479923915e-05, "loss_mape": 0.051601991057395935}}, "109": {"train": {"loss_reduced": 0.08336782455444336, "pred": 0.08238869905471802, "loss_l2": 1.1905782230314799e-05, "loss_mape": 0.041388578712940216}}, "110": {"train": {"loss_reduced": 0.08341526985168457, "pred": 0.08547385036945343, "loss_l2": 2.1736219935064582e-08, "loss_mape": 0.001767447218298912}, "valid": {"0": {"loss_reduced": 0.08367013931274414, "pred": 0.08627983927726746, "valid_loss_l2": 6.810533704992849e-06, "valid_loss_mape": 0.031190337613224983}}}, "111": {"train": {"loss_reduced": 0.0835411548614502, "pred": 0.08209645003080368, "loss_l2": 4.311013526603347e-06, "loss_mape": 0.024853594601154327}}, "112": {"train": {"loss_reduced": 0.08328771591186523, "pred": 0.08130820095539093, "loss_l2": 9.047403182194103e-07, "loss_mape": 0.01142039243131876}}, "113": {"train": {"loss_reduced": 0.08304119110107422, "pred": 0.08223935961723328, "loss_l2": 3.680736426758813e-08, "loss_mape": 0.0023103286512196064}}, "114": {"train": {"loss_reduced": 0.08270955085754395, "pred": 0.0819540023803711, "loss_l2": 6.00529546090911e-08, "loss_mape": 0.002962862839922309}}, "115": {"train": {"loss_reduced": 0.08331727981567383, "pred": 0.07959167659282684, "loss_l2": 2.5130208086920902e-05, "loss_mape": 0.06016763672232628}, "valid": {"0": {"loss_reduced": 0.0836019515991211, "pred": 0.07953622937202454, "valid_loss_l2": 1.653009712754283e-05, "valid_loss_mape": 0.048631906509399414}}}, "116": {"train": {"loss_reduced": 0.08344507217407227, "pred": 0.08320384472608566, "loss_l2": 1.3413937267614529e-05, "loss_mape": 0.04389119893312454}}, "117": {"train": {"loss_reduced": 0.08328628540039062, "pred": 0.08565226197242737, "loss_l2": 4.663800012849606e-09, "loss_mape": 0.0008199671865440905}}, "118": {"train": {"loss_reduced": 0.08309769630432129, "pred": 0.08716066181659698, "loss_l2": 2.4190330805140547e-05, "loss_mape": 0.059187762439250946}}, "119": {"train": {"loss_reduced": 0.08346748352050781, "pred": 0.0853702574968338, "loss_l2": 1.2458029232220724e-05, "loss_mape": 0.04228704795241356}}, "120": {"train": {"loss_reduced": 0.08239531517028809, "pred": 0.08306622505187988, "loss_l2": 6.856498657725751e-06, "loss_mape": 0.03177961707115173}, "valid": {"0": {"loss_reduced": 0.08287763595581055, "pred": 0.08352197706699371, "valid_loss_l2": 4.1517546378599945e-07, "valid_loss_mape": 0.007774607744067907}}}, "121": {"train": {"loss_reduced": 0.08292341232299805, "pred": 0.08491745591163635, "loss_l2": 2.0925574517605128e-06, "loss_mape": 0.01744461990892887}}, "122": {"train": {"loss_reduced": 0.08304762840270996, "pred": 0.08634573221206665, "loss_l2": 2.778676753223408e-05, "loss_mape": 0.0634734034538269}}, "123": {"train": {"loss_reduced": 0.08318686485290527, "pred": 0.08197001367807388, "loss_l2": 1.2276505856334552e-07, "loss_mape": 0.004211944527924061}}, "124": {"train": {"loss_reduced": 0.08350467681884766, "pred": 0.08257783949375153, "loss_l2": 3.1853485893407196e-07, "loss_mape": 0.006758770439773798}}, "125": {"train": {"loss_reduced": 0.08303236961364746, "pred": 0.07841833680868149, "loss_l2": 2.36581308854511e-05, "loss_mape": 0.05857911333441734}, "valid": {"0": {"loss_reduced": 0.0836641788482666, "pred": 0.07996241748332977, "valid_loss_l2": 1.3703037438972387e-05, "valid_loss_mape": 0.04424547404050827}}}, "126": {"train": {"loss_reduced": 0.0830683708190918, "pred": 0.08513601124286652, "loss_l2": 1.7392267182003707e-06, "loss_mape": 0.015876049175858498}}, "127": {"train": {"loss_reduced": 0.08327269554138184, "pred": 0.08572760969400406, "loss_l2": 8.753876841183228e-07, "loss_mape": 0.011235634796321392}}, "128": {"train": {"loss_reduced": 0.08328676223754883, "pred": 0.08811746537685394, "loss_l2": 4.2232546547893435e-05, "loss_mape": 0.07802749425172806}}, "129": {"train": {"loss_reduced": 0.08339476585388184, "pred": 0.08422474563121796, "loss_l2": 7.878489668655675e-06, "loss_mape": 0.03365756571292877}}, "130": {"train": {"loss_reduced": 0.08286786079406738, "pred": 0.08232943713665009, "loss_l2": 1.9988931398984278e-06, "loss_mape": 0.01706116460263729}, "valid": {"0": {"loss_reduced": 0.08305788040161133, "pred": 0.08338312804698944, "valid_loss_l2": 1.0578602882560517e-07, "valid_loss_mape": 0.003915915731340647}}}, "131": {"train": {"loss_reduced": 0.08291316032409668, "pred": 0.08108310401439667, "loss_l2": 2.4437770207441645e-06, "loss_mape": 0.018854165449738503}}, "132": {"train": {"loss_reduced": 0.08324360847473145, "pred": 0.08077342063188553, "loss_l2": 1.5064647413964849e-05, "loss_mape": 0.04662604629993439}}, "133": {"train": {"loss_reduced": 0.0829763412475586, "pred": 0.08132362365722656, "loss_l2": 1.5287498172256164e-05, "loss_mape": 0.04712093994021416}}, "134": {"train": {"loss_reduced": 0.0834970474243164, "pred": 0.08405641466379166, "loss_l2": 3.4384027003397932e-06, "loss_mape": 0.02220788784325123}}, "135": {"train": {"loss_reduced": 0.08319830894470215, "pred": 0.08801529556512833, "loss_l2": 1.9322253137943335e-05, "loss_mape": 0.05283410847187042}, "valid": {"0": {"loss_reduced": 0.08359408378601074, "pred": 0.08567250519990921, "valid_loss_l2": 4.319835625210544e-06, "valid_loss_mape": 0.024863259866833687}}}, "136": {"train": {"loss_reduced": 0.08326029777526855, "pred": 0.08105213940143585, "loss_l2": 1.3429641967377393e-06, "loss_mape": 0.0139185581356287}}, "137": {"train": {"loss_reduced": 0.08307552337646484, "pred": 0.08214753866195679, "loss_l2": 2.5651197574916296e-06, "loss_mape": 0.019278833642601967}}, "138": {"train": {"loss_reduced": 0.08350872993469238, "pred": 0.0840671956539154, "loss_l2": 2.2835040454083355e-06, "loss_mape": 0.018095433712005615}}, "139": {"train": {"loss_reduced": 0.08328628540039062, "pred": 0.0823640376329422, "loss_l2": 6.961826670703886e-07, "loss_mape": 0.010018163360655308}}, "140": {"train": {"loss_reduced": 0.08259701728820801, "pred": 0.08295238018035889, "loss_l2": 1.566299147270911e-06, "loss_mape": 0.015152105130255222}, "valid": {"0": {"loss_reduced": 0.0830543041229248, "pred": 0.07973241060972214, "valid_loss_l2": 1.1034976523660589e-05, "valid_loss_mape": 0.03999664634466171}}}, "141": {"train": {"loss_reduced": 0.08327722549438477, "pred": 0.08038654178380966, "loss_l2": 1.4646428780906717e-07, "loss_mape": 0.004595572594553232}}, "142": {"train": {"loss_reduced": 0.08334732055664062, "pred": 0.08126892149448395, "loss_l2": 1.872124630608596e-05, "loss_mape": 0.051912952214479446}}, "143": {"train": {"loss_reduced": 0.08315372467041016, "pred": 0.08142845332622528, "loss_l2": 1.956273081304971e-05, "loss_mape": 0.05319037288427353}}, "144": {"train": {"loss_reduced": 0.08291172981262207, "pred": 0.08529437333345413, "loss_l2": 1.7746604186186232e-08, "loss_mape": 0.0016067253891378641}}, "145": {"train": {"loss_reduced": 0.08368372917175293, "pred": 0.08543732762336731, "loss_l2": 6.207443448147387e-08, "loss_mape": 0.002977250376716256}, "valid": {"0": {"loss_reduced": 0.08308029174804688, "pred": 0.08424466103315353, "valid_loss_l2": 1.3557557849708246e-06, "valid_loss_mape": 0.014014988206326962}}}, "146": {"train": {"loss_reduced": 0.08346152305603027, "pred": 0.08358526229858398, "loss_l2": 1.3372492503549438e-05, "loss_mape": 0.043814703822135925}}, "147": {"train": {"loss_reduced": 0.08330583572387695, "pred": 0.08155761659145355, "loss_l2": 1.2328000593697652e-06, "loss_mape": 0.013328181579709053}}, "148": {"train": {"loss_reduced": 0.08277678489685059, "pred": 0.07968690991401672, "loss_l2": 4.8831061576493084e-06, "loss_mape": 0.02669559046626091}}, "149": {"train": {"loss_reduced": 0.08342456817626953, "pred": 0.07982795685529709, "loss_l2": 1.9018481907551177e-05, "loss_mape": 0.05227499082684517}}, "150": {"train": {"loss_reduced": 0.08284544944763184, "pred": 0.08267828822135925, "loss_l2": 1.2898979093733942e-06, "loss_mape": 0.01370910182595253}, "valid": {"0": {"loss_reduced": 0.08318400382995605, "pred": 0.08284197747707367, "valid_loss_l2": 1.16982029396695e-07, "valid_loss_mape": 0.004111684393137693}}}, "151": {"train": {"loss_reduced": 0.08379650115966797, "pred": 0.0846509039402008, "loss_l2": 6.430307621485554e-06, "loss_mape": 0.030261468142271042}}, "152": {"train": {"loss_reduced": 0.08321022987365723, "pred": 0.08530057966709137, "loss_l2": 2.0320210296631558e-06, "loss_mape": 0.01713118515908718}}, "153": {"train": {"loss_reduced": 0.08310437202453613, "pred": 0.08413104712963104, "loss_l2": 3.0470032470475417e-06, "loss_mape": 0.021004511043429375}}, "154": {"train": {"loss_reduced": 0.08291029930114746, "pred": 0.08620092272758484, "loss_l2": 2.832180143741425e-05, "loss_mape": 0.06418772041797638}}, "155": {"train": {"loss_reduced": 0.08291888236999512, "pred": 0.0823521837592125, "loss_l2": 2.102765620293212e-06, "loss_mape": 0.01748807542026043}, "valid": {"0": {"loss_reduced": 0.08302021026611328, "pred": 0.07809796929359436, "valid_loss_l2": 2.422845682303887e-05, "valid_loss_mape": 0.05928967148065567}}}, "156": {"train": {"loss_reduced": 0.08319449424743652, "pred": 0.08406290411949158, "loss_l2": 6.227061476238305e-06, "loss_mape": 0.029994869604706764}}, "157": {"train": {"loss_reduced": 0.08313417434692383, "pred": 0.0853387713432312, "loss_l2": 4.504800585891644e-07, "loss_mape": 0.008073432371020317}}, "158": {"train": {"loss_reduced": 0.08307600021362305, "pred": 0.08773624897003174, "loss_l2": 3.487626963760704e-05, "loss_mape": 0.07108687609434128}}, "159": {"train": {"loss_reduced": 0.08351898193359375, "pred": 0.08484968543052673, "loss_l2": 9.464171853323933e-06, "loss_mape": 0.03683461248874664}}, "160": {"train": {"loss_reduced": 0.08325576782226562, "pred": 0.08308081328868866, "loss_l2": 2.7052856239606626e-06, "loss_mape": 0.019755691289901733}, "valid": {"0": {"loss_reduced": 0.0829458236694336, "pred": 0.08347278833389282, "valid_loss_l2": 2.776917540359136e-07, "valid_loss_mape": 0.006353118922561407}}}, "161": {"train": {"loss_reduced": 0.0831456184387207, "pred": 0.08417277038097382, "loss_l2": 5.402430360845756e-06, "loss_mape": 0.027954725548624992}}, "162": {"train": {"loss_reduced": 0.08339953422546387, "pred": 0.0853351429104805, "loss_l2": 2.7132814466312993e-06, "loss_mape": 0.01975075900554657}}, "163": {"train": {"loss_reduced": 0.08295512199401855, "pred": 0.08596563339233398, "loss_l2": 2.3339796825894155e-05, "loss_mape": 0.058237846940755844}}, "164": {"train": {"loss_reduced": 0.08346867561340332, "pred": 0.08336298167705536, "loss_l2": 3.588043909985572e-06, "loss_mape": 0.022693702951073647}}, "165": {"train": {"loss_reduced": 0.08299708366394043, "pred": 0.08149665594100952, "loss_l2": 4.7363453603566086e-08, "loss_mape": 0.0026221578009426594}, "valid": {"0": {"loss_reduced": 0.08306097984313965, "pred": 0.0809241384267807, "valid_loss_l2": 4.566091320157284e-06, "valid_loss_mape": 0.02572617679834366}}}, "166": {"train": {"loss_reduced": 0.08324074745178223, "pred": 0.08309589326381683, "loss_l2": 1.1934746908082161e-05, "loss_mape": 0.04150215536355972}}, "167": {"train": {"loss_reduced": 0.08312630653381348, "pred": 0.0857103168964386, "loss_l2": 3.898623617715202e-06, "loss_mape": 0.023752929642796516}}, "168": {"train": {"loss_reduced": 0.08373904228210449, "pred": 0.08428630232810974, "loss_l2": 2.4034822132534828e-08, "loss_mape": 0.0018513668328523636}}, "169": {"train": {"loss_reduced": 0.08331656455993652, "pred": 0.08543454110622406, "loss_l2": 9.8756245279219e-06, "loss_mape": 0.03771819546818733}}, "170": {"train": {"loss_reduced": 0.0822145938873291, "pred": 0.08184529840946198, "loss_l2": 5.548117769649252e-07, "loss_mape": 0.009059910662472248}, "valid": {"0": {"loss_reduced": 0.08276557922363281, "pred": 0.08435766398906708, "valid_loss_l2": 2.534733994252747e-06, "valid_loss_mape": 0.019236072897911072}}}, "171": {"train": {"loss_reduced": 0.08313655853271484, "pred": 0.08434990048408508, "loss_l2": 4.597988208843162e-06, "loss_mape": 0.025792406871914864}}, "172": {"train": {"loss_reduced": 0.08347773551940918, "pred": 0.08592826128005981, "loss_l2": 1.2507306564657483e-05, "loss_mape": 0.04236539453268051}}, "173": {"train": {"loss_reduced": 0.08324933052062988, "pred": 0.0833994671702385, "loss_l2": 3.028563469342771e-06, "loss_mape": 0.02090439386665821}}, "174": {"train": {"loss_reduced": 0.08318090438842773, "pred": 0.08246859908103943, "loss_l2": 8.890618801160599e-07, "loss_mape": 0.011335543356835842}}, "175": {"train": {"loss_reduced": 0.08311009407043457, "pred": 0.08178483694791794, "loss_l2": 5.758406196321175e-09, "loss_mape": 0.0009130559046752751}, "valid": {"0": {"loss_reduced": 0.08281874656677246, "pred": 0.0845937505364418, "valid_loss_l2": 3.1506390314461896e-06, "valid_loss_mape": 0.02143239416182041}}}, "176": {"train": {"loss_reduced": 0.08303523063659668, "pred": 0.082562156021595, "loss_l2": 1.414731377735734e-05, "loss_mape": 0.0452975369989872}}, "177": {"train": {"loss_reduced": 0.08344721794128418, "pred": 0.08501259237527847, "loss_l2": 2.1961325273878174e-06, "loss_mape": 0.01775895431637764}}, "178": {"train": {"loss_reduced": 0.08339977264404297, "pred": 0.08783896267414093, "loss_l2": 2.2061902200221084e-05, "loss_mape": 0.0563192181289196}}, "179": {"train": {"loss_reduced": 0.08344006538391113, "pred": 0.08635754138231277, "loss_l2": 1.798915400286205e-05, "loss_mape": 0.05083124339580536}}, "180": {"train": {"loss_reduced": 0.08226180076599121, "pred": 0.08745979517698288, "loss_l2": 5.396815686253831e-05, "loss_mape": 0.08930393308401108}, "valid": {"0": {"loss_reduced": 0.0829322338104248, "pred": 0.08537821471691132, "valid_loss_l2": 5.982822585792746e-06, "valid_loss_mape": 0.029493730515241623}}}, "181": {"train": {"loss_reduced": 0.08349061012268066, "pred": 0.08210792392492294, "loss_l2": 3.7759425595140783e-06, "loss_mape": 0.023274214938282967}}, "182": {"train": {"loss_reduced": 0.08341693878173828, "pred": 0.0810302346944809, "loss_l2": 1.088147018890595e-05, "loss_mape": 0.039544813334941864}}, "183": {"train": {"loss_reduced": 0.08312678337097168, "pred": 0.08295214176177979, "loss_l2": 2.8109016056987457e-06, "loss_mape": 0.020168881863355637}}, "184": {"train": {"loss_reduced": 0.08285689353942871, "pred": 0.08338455855846405, "loss_l2": 1.4481067864835495e-06, "loss_mape": 0.014523511752486229}}, "185": {"train": {"loss_reduced": 0.08329653739929199, "pred": 0.0850706547498703, "loss_l2": 3.016830305568874e-07, "loss_mape": 0.006593993399292231}, "valid": {"0": {"loss_reduced": 0.0829782485961914, "pred": 0.0848909541964531, "valid_loss_l2": 3.6584426652552793e-06, "valid_loss_mape": 0.023050686344504356}}}, "186": {"train": {"loss_reduced": 0.08326244354248047, "pred": 0.08309663832187653, "loss_l2": 1.028101451083785e-05, "loss_mape": 0.038509584963321686}}, "187": {"train": {"loss_reduced": 0.08280467987060547, "pred": 0.0803750604391098, "loss_l2": 1.8755470136966323e-06, "loss_mape": 0.016538994386792183}}, "188": {"train": {"loss_reduced": 0.08302927017211914, "pred": 0.08173076808452606, "loss_l2": 1.3060085848337621e-06, "loss_mape": 0.013763909228146076}}, "189": {"train": {"loss_reduced": 0.08336043357849121, "pred": 0.08139476180076599, "loss_l2": 9.175134437100496e-06, "loss_mape": 0.03633676469326019}}, "190": {"train": {"loss_reduced": 0.08362555503845215, "pred": 0.08271969854831696, "loss_l2": 6.6134593907918315e-06, "loss_mape": 0.030752139165997505}, "valid": {"0": {"loss_reduced": 0.0836036205291748, "pred": 0.08538253605365753, "valid_loss_l2": 3.1645404305891134e-06, "valid_loss_mape": 0.02127797156572342}}}, "191": {"train": {"loss_reduced": 0.08308577537536621, "pred": 0.08127078413963318, "loss_l2": 2.113193659170065e-06, "loss_mape": 0.017496168613433838}}, "192": {"train": {"loss_reduced": 0.0830998420715332, "pred": 0.0816340297460556, "loss_l2": 5.579949629463954e-06, "loss_mape": 0.028425946831703186}}, "193": {"train": {"loss_reduced": 0.08344578742980957, "pred": 0.08280075341463089, "loss_l2": 6.69267456032685e-06, "loss_mape": 0.031002407893538475}}, "194": {"train": {"loss_reduced": 0.08301258087158203, "pred": 0.08468132466077805, "loss_l2": 2.806506316233026e-08, "loss_mape": 0.0020180833525955677}}, "195": {"train": {"loss_reduced": 0.08400487899780273, "pred": 0.08542995154857635, "loss_l2": 1.0727427479650942e-07, "loss_mape": 0.0038989107124507427}, "valid": {"0": {"loss_reduced": 0.08291172981262207, "pred": 0.08657276630401611, "valid_loss_l2": 1.3403187949734274e-05, "valid_loss_mape": 0.04415583238005638}}}, "196": {"train": {"loss_reduced": 0.0831301212310791, "pred": 0.0845857709646225, "loss_l2": 2.3541873815702274e-05, "loss_mape": 0.05836629122495651}}, "197": {"train": {"loss_reduced": 0.08304691314697266, "pred": 0.0791008472442627, "loss_l2": 1.2968969713256229e-05, "loss_mape": 0.043363992124795914}}, "198": {"train": {"loss_reduced": 0.08322715759277344, "pred": 0.08325256407260895, "loss_l2": 2.6096677174791694e-07, "loss_mape": 0.0061380090191960335}}, "199": {"train": {"loss_reduced": 0.08330154418945312, "pred": 0.08186164498329163, "loss_l2": 2.3210816380014876e-06, "loss_mape": 0.018289092928171158}}, "200": {"train": {"loss_reduced": 0.08307075500488281, "pred": 0.08237023651599884, "loss_l2": 1.134290414483985e-06, "loss_mape": 0.012820765376091003}, "valid": {"0": {"loss_reduced": 0.08354377746582031, "pred": 0.08256591856479645, "valid_loss_l2": 9.562080549585517e-07, "valid_loss_mape": 0.011704748496413231}}}, "201": {"train": {"loss_reduced": 0.0831766128540039, "pred": 0.08602708578109741, "loss_l2": 1.6994233931200142e-07, "loss_mape": 0.004956208169460297}}, "202": {"train": {"loss_reduced": 0.08322811126708984, "pred": 0.08409233391284943, "loss_l2": 9.301587851950899e-06, "loss_mape": 0.03664447367191315}}, "203": {"train": {"loss_reduced": 0.08311724662780762, "pred": 0.08150280267000198, "loss_l2": 5.283525617016949e-09, "loss_mape": 0.0008745220256969333}}, "204": {"train": {"loss_reduced": 0.08324456214904785, "pred": 0.08023887872695923, "loss_l2": 1.182022606371902e-05, "loss_mape": 0.041300661861896515}}, "205": {"train": {"loss_reduced": 0.08356404304504395, "pred": 0.08209337294101715, "loss_l2": 6.928088623681106e-06, "loss_mape": 0.03149830922484398}, "valid": {"0": {"loss_reduced": 0.08301687240600586, "pred": 0.08475321531295776, "valid_loss_l2": 3.014886715391185e-06, "valid_loss_mape": 0.020915541797876358}}}, "206": {"train": {"loss_reduced": 0.08306002616882324, "pred": 0.08173485845327377, "loss_l2": 3.7177073863858823e-06, "loss_mape": 0.023213762789964676}}, "207": {"train": {"loss_reduced": 0.08306479454040527, "pred": 0.08050188422203064, "loss_l2": 1.2932022400491405e-05, "loss_mape": 0.043292853981256485}}, "208": {"train": {"loss_reduced": 0.08359456062316895, "pred": 0.0831507071852684, "loss_l2": 4.50993729828042e-06, "loss_mape": 0.025404300540685654}}, "209": {"train": {"loss_reduced": 0.08313870429992676, "pred": 0.08216651529073715, "loss_l2": 1.0055126949737314e-05, "loss_mape": 0.03814086318016052}}, "210": {"train": {"loss_reduced": 0.08318686485290527, "pred": 0.08482170104980469, "loss_l2": 1.862954661646654e-07, "loss_mape": 0.005188554525375366}, "valid": {"0": {"loss_reduced": 0.08313632011413574, "pred": 0.09025871008634567, "valid_loss_l2": 5.0728438509395346e-05, "valid_loss_mape": 0.08567122370004654}}}, "211": {"train": {"loss_reduced": 0.0830376148223877, "pred": 0.08469289541244507, "loss_l2": 2.5477333110757172e-05, "loss_mape": 0.060785796493291855}}, "212": {"train": {"loss_reduced": 0.08310198783874512, "pred": 0.08027933537960052, "loss_l2": 1.8360245803705766e-06, "loss_mape": 0.016305264085531235}}, "213": {"train": {"loss_reduced": 0.08313584327697754, "pred": 0.08234702050685883, "loss_l2": 3.542595550243277e-07, "loss_mape": 0.007159331813454628}}, "214": {"train": {"loss_reduced": 0.08342838287353516, "pred": 0.07979945093393326, "loss_l2": 1.4105365153227467e-05, "loss_mape": 0.04501718655228615}}, "215": {"train": {"loss_reduced": 0.08405327796936035, "pred": 0.0812312513589859, "loss_l2": 1.4234320588002447e-05, "loss_mape": 0.04488629102706909}, "valid": {"0": {"loss_reduced": 0.08275079727172852, "pred": 0.08235574513673782, "valid_loss_l2": 1.5606619285790657e-07, "valid_loss_mape": 0.004773997701704502}}}, "216": {"train": {"loss_reduced": 0.08306264877319336, "pred": 0.08028122037649155, "loss_l2": 9.991399707587334e-09, "loss_mape": 0.001203392748720944}}, "217": {"train": {"loss_reduced": 0.08296084403991699, "pred": 0.08188876509666443, "loss_l2": 1.1356812137819361e-05, "loss_mape": 0.04062141850590706}}, "218": {"train": {"loss_reduced": 0.08346152305603027, "pred": 0.08226244151592255, "loss_l2": 1.5417406757478602e-05, "loss_mape": 0.047045640647411346}}, "219": {"train": {"loss_reduced": 0.08359432220458984, "pred": 0.08572287857532501, "loss_l2": 6.520934192622008e-08, "loss_mape": 0.00305476738139987}}, "220": {"train": {"loss_reduced": 0.08327436447143555, "pred": 0.08802974224090576, "loss_l2": 2.1206804376561195e-05, "loss_mape": 0.05530014634132385}, "valid": {"0": {"loss_reduced": 0.08261370658874512, "pred": 0.08567745983600616, "valid_loss_l2": 9.386583769810386e-06, "valid_loss_mape": 0.037085290998220444}}}, "221": {"train": {"loss_reduced": 0.08373641967773438, "pred": 0.08253003656864166, "loss_l2": 4.42875671069487e-06, "loss_mape": 0.025131970643997192}}, "222": {"train": {"loss_reduced": 0.0834505558013916, "pred": 0.08155232667922974, "loss_l2": 1.7072447917598765e-06, "loss_mape": 0.015657365322113037}}, "223": {"train": {"loss_reduced": 0.08327627182006836, "pred": 0.08302934467792511, "loss_l2": 8.987265118776122e-07, "loss_mape": 0.011383937671780586}}, "224": {"train": {"loss_reduced": 0.08274626731872559, "pred": 0.08136281371116638, "loss_l2": 1.8941020698548527e-06, "loss_mape": 0.016632337123155594}}, "225": {"train": {"loss_reduced": 0.0822288990020752, "pred": 0.08484179526567459, "loss_l2": 1.677625004958827e-05, "loss_mape": 0.0498107373714447}, "valid": {"0": {"loss_reduced": 0.0831899642944336, "pred": 0.0786607563495636, "valid_loss_l2": 2.0513723939075135e-05, "valid_loss_mape": 0.05444416403770447}}}, "226": {"train": {"loss_reduced": 0.08317399024963379, "pred": 0.08209294080734253, "loss_l2": 1.812884511309676e-05, "loss_mape": 0.05119146406650543}}, "227": {"train": {"loss_reduced": 0.08294796943664551, "pred": 0.08538350462913513, "loss_l2": 5.100997100271343e-07, "loss_mape": 0.008610369637608528}}, "228": {"train": {"loss_reduced": 0.08315062522888184, "pred": 0.08777830004692078, "loss_l2": 3.163863584632054e-05, "loss_mape": 0.06764619052410126}}, "229": {"train": {"loss_reduced": 0.08310580253601074, "pred": 0.08148971945047379, "loss_l2": 1.4267933465816895e-06, "loss_mape": 0.014373058453202248}}, "230": {"train": {"loss_reduced": 0.08313870429992676, "pred": 0.08421832323074341, "loss_l2": 3.6494132018560776e-06, "loss_mape": 0.022977791726589203}, "valid": {"0": {"loss_reduced": 0.08415842056274414, "pred": 0.08072612434625626, "valid_loss_l2": 1.1780657587223686e-05, "valid_loss_mape": 0.040783751755952835}}}, "231": {"train": {"loss_reduced": 0.08316230773925781, "pred": 0.08561639487743378, "loss_l2": 6.421931288969063e-07, "loss_mape": 0.009636211208999157}}, "232": {"train": {"loss_reduced": 0.08292841911315918, "pred": 0.08534413576126099, "loss_l2": 2.0389057681313716e-05, "loss_mape": 0.054449662566185}}, "233": {"train": {"loss_reduced": 0.08348703384399414, "pred": 0.08161626011133194, "loss_l2": 3.8100773736005067e-07, "loss_mape": 0.007393462583422661}}, "234": {"train": {"loss_reduced": 0.08332657814025879, "pred": 0.08206629753112793, "loss_l2": 1.6382482215249183e-07, "loss_mape": 0.004857427440583706}}, "235": {"train": {"loss_reduced": 0.0830848217010498, "pred": 0.0820254534482956, "loss_l2": 2.8266080676075944e-07, "loss_mape": 0.0063989851623773575}, "valid": {"0": {"loss_reduced": 0.08312344551086426, "pred": 0.0803937166929245, "valid_loss_l2": 7.451419605786214e-06, "valid_loss_mape": 0.03283945843577385}}}, "236": {"train": {"loss_reduced": 0.08314919471740723, "pred": 0.08400719612836838, "loss_l2": 5.518520538316807e-06, "loss_mape": 0.028252266347408295}}, "237": {"train": {"loss_reduced": 0.08292174339294434, "pred": 0.08502624183893204, "loss_l2": 5.8995756262447685e-06, "loss_mape": 0.02929152362048626}}, "238": {"train": {"loss_reduced": 0.08317399024963379, "pred": 0.08269204199314117, "loss_l2": 5.023919129598653e-07, "loss_mape": 0.008521847426891327}}, "239": {"train": {"loss_reduced": 0.08314132690429688, "pred": 0.08532747626304626, "loss_l2": 1.179093942482723e-05, "loss_mape": 0.041300684213638306}}, "240": {"train": {"loss_reduced": 0.08379244804382324, "pred": 0.08382870256900787, "loss_l2": 2.549226110204472e-06, "loss_mape": 0.019054576754570007}, "valid": {"0": {"loss_reduced": 0.08361482620239258, "pred": 0.07904206961393356, "valid_loss_l2": 2.091010355798062e-05, "valid_loss_mape": 0.05468834564089775}}}, "241": {"train": {"loss_reduced": 0.08286762237548828, "pred": 0.08073174208402634, "loss_l2": 1.054490212482051e-06, "loss_mape": 0.012391856871545315}}, "242": {"train": {"loss_reduced": 0.08319759368896484, "pred": 0.07973077893257141, "loss_l2": 2.8258315069251694e-05, "loss_mape": 0.06389433890581131}}, "243": {"train": {"loss_reduced": 0.08337283134460449, "pred": 0.08255414664745331, "loss_l2": 9.630106433178298e-06, "loss_mape": 0.03722125291824341}}, "244": {"train": {"loss_reduced": 0.0830221176147461, "pred": 0.08466202020645142, "loss_l2": 1.4838667539152084e-07, "loss_mape": 0.004639846738427877}}, "245": {"train": {"loss_reduced": 0.08397674560546875, "pred": 0.08441657572984695, "loss_l2": 3.0557491754734656e-06, "loss_mape": 0.020816121250391006}, "valid": {"0": {"loss_reduced": 0.08331084251403809, "pred": 0.08658894151449203, "valid_loss_l2": 1.074593274097424e-05, "valid_loss_mape": 0.0393478088080883}}}, "246": {"train": {"loss_reduced": 0.08329987525939941, "pred": 0.08346698433160782, "loss_l2": 1.2285958291613497e-05, "loss_mape": 0.04207849130034447}}, "247": {"train": {"loss_reduced": 0.0834803581237793, "pred": 0.08135098218917847, "loss_l2": 2.203237592368623e-11, "loss_mape": 5.6227188906632364e-05}}, "248": {"train": {"loss_reduced": 0.08295106887817383, "pred": 0.08071387559175491, "loss_l2": 2.2748206447431585e-06, "loss_mape": 0.018182415515184402}}, "249": {"train": {"loss_reduced": 0.0832512378692627, "pred": 0.08026398718357086, "loss_l2": 1.435499780200189e-05, "loss_mape": 0.0455104224383831}}, "250": {"train": {"loss_reduced": 0.08364272117614746, "pred": 0.08428309857845306, "loss_l2": 4.458513558347477e-09, "loss_mape": 0.0007983014220371842}, "valid": {"0": {"loss_reduced": 0.08251523971557617, "pred": 0.08384093642234802, "valid_loss_l2": 1.7574717503521242e-06, "valid_loss_mape": 0.016066083684563637}}}}
|