Add YingLong Model results (6m, 50m, 110m, and 300m)

results/YingLong_110m/all_results.csv

@@ -0,0 +1,98 @@
+dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
+car_parts/M/short,YingLong_110m,1.843900305255248,1.6918696857977946,0.5801768418848395,1.042972189100596,0.7036974853004412,1.8118402604620656,15.124621236334674,1.35790290715325,3.2561118770763025,1.3912045520443417,1.1609190089229378,Sales,1
+solar/D/short,YingLong_110m,120124.25498783456,131737.36642335766,249.5613290754258,0.9732760927275498,1.0896855041058393,0.4227962893001064,5.250237033751217,346.5894617379971,0.5007037223242208,0.3605311188333409,0.2842868608780193,Energy,1
+bizitobs_application/10S/short,YingLong_110m,1279220.0533333332,1388033.5644444444,529.7608333333334,1.6094207599473829,0.0231995264689127,0.0237628661261664,10.486369538670612,1131.0261063889432,0.043619156082872,0.0204307578270988,0.0160324211305041,Web/CloudOps,2
+bizitobs_application/10S/medium,YingLong_110m,6811315.626666667,6560801.706666667,1474.25625,3.6654339255789594,0.0516912905375162,0.0526861190795898,46.45101624411667,2609.849732583596,0.1024811177518351,0.0578897039420983,0.0493313648740927,Web/CloudOps,2
+bizitobs_application/10S/long,YingLong_110m,9162671.786666667,7306552.32,1622.5309722222223,4.3767350951622985,0.0592618391248914,0.0611039733886718,73.29213639082548,3026.990549484201,0.1167389262665924,0.062574534156966,0.0575771418541374,Web/CloudOps,2
+ett1/D/short,YingLong_110m,42552.828571428574,42676.48888888889,139.67012648809524,1.7278003705101963,1.2535656156994048,0.4905046735491071,10.87539346641944,206.283369594906,0.5418101127302961,0.3668482201264097,0.2799443289488829,Energy,7
+ett1/W/short,YingLong_110m,1051475.5714285714,1083364.857142857,812.9561941964286,1.5250727690609622,0.7231317247663226,0.5172080993652344,8.476241409068537,1025.4148289490315,0.4080370347825129,0.3234946731050985,0.2528383972571947,Energy,7
+hospital/M/short,YingLong_110m,2993.247501086484,2879.5432420686657,18.77489746305954,0.780682014214452,0.1940906828043513,0.175651129200789,5.249674961654481,54.71057942561461,0.1986121078867453,0.0681572375881279,0.054137476375947,Healthcare,1
+electricity/W/short,YingLong_110m,47025732067.4018,49203407619.22883,30903.73063063063,1.6906766671378068,0.2551323863093288,0.1062141109157253,13.11570548512226,216854.17235414637,0.4947896592008528,0.0705121150345822,0.0568398686961493,Energy,1
+hierarchical_sales/W/short,YingLong_110m,498.3057468220339,466.9772245762712,9.377093816207626,0.7420677178441749,0.5937939546080364,0.4801955142263638,6.707491989947868,22.32276297464169,1.024848967041315,0.4305069637798339,0.3687032562737851,Sales,1
+ett2/W/short,YingLong_110m,6688521.142857143,5669832.0,1705.195591517857,1.1859454986372289,0.176666396004813,0.1952486889702933,10.109138397730945,2586.217535873025,0.2169440021284078,0.1430397678866268,0.1128394040690246,Energy,7
+bizitobs_service/10S/short,YingLong_110m,6259.745185185186,6483.464973544974,27.44454365079365,1.0746929494411337,0.0941598333126653,0.0679244171626984,7.816723963908653,79.11855146035717,0.0586135522783464,0.0203317953165151,0.0158236069161317,Web/CloudOps,2
+bizitobs_service/10S/medium,YingLong_110m,79450.71746031746,85633.0361904762,70.39871527777778,1.8281844017773472,0.1630574738033234,0.1044094122023809,17.778647770566124,281.8700364712742,0.2121420317466209,0.0529837320715061,0.0448172043138526,Web/CloudOps,2
+bizitobs_service/10S/long,YingLong_110m,140205.97164021165,137503.37015873016,88.94500661375662,1.89335579626426,0.2043532856936177,0.1174223012772817,26.90652190611916,374.4408786981086,0.2773977735135658,0.0658933043998598,0.0601586077501251,Web/CloudOps,2
+us_births/W/short,YingLong_110m,3334228.571428572,3300954.571428572,1429.017857142857,1.2990108718894304,0.0192109942436218,0.0193279428141457,8.854691384000024,1825.987012940829,0.0247875946545639,0.019398777289189,0.0152737308948069,Healthcare,1
+us_births/M/short,YingLong_110m,50607674.66666666,46719130.66666666,5761.875,0.6502323111027395,0.017891256759564,0.0180254578590393,3.857575419670789,7113.907130871661,0.0220957470464813,0.0178963444660325,0.0135742571718928,Healthcare,1
+solar/H/short,YingLong_110m,628.0685987322321,690.0911048149571,11.383386507155205,0.8804431656373053,4.218507305138539,1.4016672154542604,6.0146237700365095,25.061296828620662,0.9237677734507826,0.4195954295563567,0.3430711896492029,Energy,1
+solar/H/medium,YingLong_110m,652.3963503649635,678.9728710462288,12.2689762013382,0.9391865615780406,4.646920398663614,1.406865948932927,6.913374973875051,25.54205062959831,0.920084279116056,0.4419571587027988,0.3672737353222672,Energy,1
+solar/H/long,YingLong_110m,677.4370235198702,645.0960259529603,13.07360604217356,0.9975936672777356,5.069801592934555,1.408540045807264,7.285826330718738,26.02762039679905,0.9024250331472882,0.4532857474521184,0.3695688623863586,Energy,1
+loop_seattle/H/short,YingLong_110m,60.858273416707405,61.76369935093151,4.378860739673293,0.884904762340182,0.1304836147839394,0.1008803440288966,7.167057891058617,7.801171284923015,0.1380886648590238,0.0775102880145323,0.0625666537078707,Transport,1
+loop_seattle/H/medium,YingLong_110m,66.9749613003096,63.77637383900929,4.805631208075336,0.9752768181998628,0.1354313680138996,0.1095736004619775,7.272618869116842,8.183823146935032,0.1446481417088102,0.0849389840793782,0.0675196517741423,Transport,1
+loop_seattle/H/long,YingLong_110m,66.06846835225318,62.81858875128999,4.76953528121775,0.9799117689366712,0.1578273147252322,0.111065071245055,7.561400268775225,8.12825124810086,0.1452627319847349,0.0852379809752005,0.0682400740590624,Transport,1
+bitbrains_rnd/5T/short,YingLong_110m,1429166.7504790674,1626556.2823995843,128.40966224866665,1.7586382192009924,1.232069256738781,0.6738116679194635,54.80158042631478,1195.4776244158932,4.891549304445742,0.5254152660226297,0.4293571966948413,Web/CloudOps,2
+bitbrains_rnd/5T/medium,YingLong_110m,2181518.301122295,2375060.339156109,184.90390293294303,4.513589574300016,1.7640844087507292,0.7407258189766511,162.0242568357637,1476.9963781683066,6.214475867189912,0.7779848749196192,0.6734731764383273,Web/CloudOps,2
+m4_quarterly/Q/short,YingLong_110m,2149980.7386666667,2117257.156,654.1768684895833,1.4733073524974245,0.1304903262456258,0.1188058980305989,12.473758867339992,1466.2812617866557,0.2454296628490938,0.1094976881048318,0.0882082277748772,Econ/Fin,1
+hierarchical_sales/D/short,YingLong_110m,28.503154712691195,28.95848232740802,2.333928986668045,0.7557288351703992,0.626868412230361,1.01677911197809,6.907991797036802,5.338834583754323,1.6378953262694147,0.7160235664054078,0.5847970303492365,Sales,1
+solar/W/short,YingLong_110m,5132242.686131387,5374631.7080291975,1965.0248631386864,2.1729912508262035,0.4503507126856894,0.3491745552007299,12.500431608881795,2265.445361541829,0.4624340372200045,0.4011107026127813,0.3172612244118224,Energy,1
+bitbrains_rnd/5T/long,YingLong_110m,2271092.1071532364,2337607.7655438865,192.9968373725689,3.4640875677908043,2.1271747879066623,0.7269518750794107,118.47955108327018,1507.0143022391117,5.773032517961116,0.7393274346235844,0.6479758135832705,Web/CloudOps,2
+jena_weather/10T/short,YingLong_110m,740.4624007936508,815.5128968253969,6.045567491319445,0.3244455062148568,0.340106691267744,0.5535157509893068,2.910167493160289,27.2114387858057,0.169017139538176,0.0375505511601541,0.0306395209585856,Nature,21
+jena_weather/10T/medium,YingLong_110m,1612.6080808080808,1556.7261183261182,10.586028814935064,0.6405198409986587,1.0609466420006453,0.6560839085345505,6.401859123674272,40.15729175141273,0.2464446129763671,0.0649662778656273,0.0557072030209336,Nature,21
+jena_weather/10T/long,YingLong_110m,1754.6976190476191,1692.8407407407408,11.351511863425928,0.647390345084517,1.0158162019373005,0.6491443095564889,7.031053205526741,41.88911098421187,0.2563266528997248,0.0694618475527007,0.059911383129092,Nature,21
+ett2/H/short,YingLong_110m,107.60275297619047,105.81012834821428,6.420584542410714,0.7430531378811844,0.1210455605198008,0.1112654731387183,5.256734516054753,10.373174681657996,0.1315607173193783,0.0814308766536893,0.0646473544645334,Energy,7
+ett2/H/medium,YingLong_110m,247.20969122023808,236.4450892857143,9.41319115048363,1.0296640197015383,0.1720335914613535,0.1707638331821986,7.271572223720213,15.72290339664523,0.2118762342906105,0.1268488041494753,0.1041337052597714,Energy,7
+ett2/H/long,YingLong_110m,273.4015211640212,259.3898148148148,10.023366195436507,1.0983183735154745,0.186180762808678,0.1862538332661623,7.549927260006394,16.534857760622593,0.2264321508653267,0.1372622854941352,0.1108865766785165,Energy,7
+sz_taxi/H/short,YingLong_110m,7.214532835870727,7.199728941306089,1.851638402694311,0.5647840552609904,1.2481388189853766,0.2953322973006811,4.051169520996518,2.6859882419457324,0.2502163796692724,0.1724915434637727,0.1361426119807096,Transport,1
+bitbrains_rnd/H/short,YingLong_110m,2108299.8555901283,2196922.7105408977,185.93737479220837,5.915073307974757,2.532121997766209,0.5655497275287612,200.3061379767857,1451.998572860913,6.35465644980072,0.813752960964861,0.6922823514290165,Web/CloudOps,2
+temperature_rain/D/short,YingLong_110m,168.42888534974455,179.74203293980327,5.994417313635806,1.4092067762158809,43.05256994026332,1.4657871271208651,18.447379060434574,12.978015462687065,1.5278555309201594,0.7057013973834304,0.5695113851444837,Nature,1
+saugeen/W/short,YingLong_110m,788.195947265625,846.0529296875,13.776004028320312,1.1173300535021184,0.3653525829315185,0.3688099384307861,10.117556462639788,28.07482764445091,0.8474620173780107,0.415840136691114,0.3386746927817969,Nature,1
+jena_weather/D/short,YingLong_110m,383.0036458333333,372.2569940476191,9.961922588045637,1.119835715322047,0.7614433688762426,0.4450140574621776,7.276908702603315,19.57047893724968,0.1178462696669062,0.0599870559875349,0.047642228426339,Nature,21
+bitbrains_fast_storage/5T/short,YingLong_110m,1646127.6025572307,1837058.534358384,173.4253635675557,0.7746741240390985,2.140447317106568,0.6970448224612723,14.6627237639006,1283.0150437766624,4.02834997747612,0.5445127575158513,0.4190319350630545,Web/CloudOps,2
+m4_yearly/A/short,YingLong_110m,5335253.9982008645,5441574.807463509,1210.3423761643596,4.716552389805132,0.2106766300993446,0.2040163579638429,46.482874293828445,2309.81687546889,0.370389842776649,0.1940840103709212,0.1588989513840055,Econ/Fin,1
+covid_deaths/D/short,YingLong_110m,2225042.157393484,2112747.340350877,242.95526315789476,46.26887410004859,0.1288096924356339,0.1849375042032819,1107.9592552876968,1491.6575201410958,0.5612434011933948,0.0914131001194397,0.0787579692151736,Healthcare,1
+saugeen/D/short,YingLong_110m,1083.0783333333334,1276.1467708333332,13.531979166666666,3.006842335499278,0.3131029764811198,0.3444833628336589,28.575796289368288,32.91015547415924,1.0659677771599811,0.4383040294110111,0.3600684836259978,Nature,1
+bizitobs_l2c/H/short,YingLong_110m,76.98164682539682,80.9236576140873,5.459219796316964,0.544079942342998,0.4506522345600082,0.6493920110887097,3.1917779476069663,8.77391855589034,0.4729366805562608,0.2942659283250179,0.2286716253990275,Web/CloudOps,7
+bizitobs_l2c/H/medium,YingLong_110m,101.10079985119047,100.93075706845238,6.324358258928571,0.6549118588142214,0.5744248679293306,0.8125947780217326,4.330943289945748,10.0548893505195,0.60883882267385,0.3829494987266835,0.3056147204016453,Web/CloudOps,7
+bizitobs_l2c/H/long,YingLong_110m,127.51450892857144,111.91805555555555,7.303777591765873,0.7759753162582762,0.8824020441286401,0.8202975802951389,5.61243380948337,11.292232238515618,0.6897621365177885,0.4461358153053192,0.3580713160303097,Web/CloudOps,7
+kdd_cup_2018/D/short,YingLong_110m,2641.803311390385,2844.666533679101,20.860599940155595,1.175281319525241,0.5278960250224417,0.4562750780262983,8.945472781917406,51.39847576913527,1.1513803983148565,0.4672995747201962,0.3749615411328965,Nature,1
+bizitobs_l2c/5T/short,YingLong_110m,21.63178013392857,21.427143787202382,2.7550249372209823,0.2880674767032388,0.1536247137713749,0.2131534785914942,2.7375406337990342,4.65099775681827,0.1597340887873169,0.0946187078435359,0.077275721016552,Web/CloudOps,7
+bizitobs_l2c/5T/medium,YingLong_110m,160.88086734693877,173.8452168367347,9.424848533163264,0.9018982754305164,0.5122450865934992,0.8432613865858843,5.950172826255396,12.683882187522036,0.6673587276290389,0.4958856312443436,0.3862613771152057,Web/CloudOps,7
+bizitobs_l2c/5T/long,YingLong_110m,298.20722222222224,352.9578968253968,13.497110615079364,1.2567234613394984,0.8347074233885171,1.088086232112377,9.350956603048376,17.268677489090535,0.9696104242932112,0.7578425828200893,0.5918333986329958,Web/CloudOps,7
+restaurant/D/short,YingLong_110m,147.13038199308863,149.52120108340338,7.436090291398151,0.7097982312540012,0.7350719648214953,0.405928857143691,4.923523323043857,12.12973132402728,0.5582383398368355,0.3422261044582373,0.2703437743348678,Sales,1
+bitbrains_fast_storage/5T/medium,YingLong_110m,2932373.6551262,3267816.9807411344,302.2288904408331,1.059909032669241,5.002733475089009,0.7522894046457049,22.88002887017856,1712.4174885600182,5.202797581522949,0.9182548944733104,0.6557298339121019,Web/CloudOps,2
+electricity/H/short,YingLong_110m,1944081.4857657657,2079194.669189189,207.620185106982,1.1389196928115577,0.1812231216702186,0.1434392298420292,10.57890264352921,1394.303225903808,0.6582106952284659,0.0980115543332733,0.079940864424704,Energy,1
+bitbrains_fast_storage/5T/long,YingLong_110m,3831983.867698639,4409853.582701519,400.0782705183567,0.995757746542128,5.283809294674965,0.7659855844544042,18.343332336100374,1957.545367979664,5.173207965674115,1.057287422193827,0.7196851456747015,Web/CloudOps,2
+ett1/H/short,YingLong_110m,99.30339471726192,104.8042224702381,4.941267903645834,0.8253969858404319,0.4627948579334077,0.2599838075183687,5.633980002590112,9.96510886630256,0.4651123997393038,0.2306291886274444,0.179656885094139,Energy,7
+ett1/H/medium,YingLong_110m,136.56222098214286,135.01561569940475,6.831343005952381,1.2686854868617772,3853813528516.11,0.4550558907645089,8.41479905221366,11.685983954384964,0.5597309298877828,0.3272051363436405,0.2535399540538676,Energy,7
+ett1/H/long,YingLong_110m,151.84737103174604,154.01362433862434,7.408285796957672,1.4119925613288111,3872398931859.4976,0.5106130125661376,8.918774871107171,12.322636529239432,0.5901043744074848,0.3547667615832361,0.2729411016142002,Energy,7
+electricity/H/medium,YingLong_110m,7619830.620540541,7453080.60972973,294.38128096846845,1.3000870172048071,0.2470112886589681,0.1519741369682371,10.45759363785584,2760.4040683458898,1.077476674986685,0.1149067150833084,0.0921588430756736,Energy,1
+solar/10T/short,YingLong_110m,25.458110933698297,27.031522772201946,2.5718477940617395,1.1395126606310668,4.472551976386037,1.558937234038504,6.638171239118119,5.045603128833886,1.4677654037728944,0.7481502447787418,0.5700685263101939,Energy,1
+electricity/H/long,YingLong_110m,10095027.529033031,9583277.077525526,329.76702702702704,1.444133612638563,0.3441131514403158,0.1687742574398107,11.59887223743284,3177.2673052535306,1.2531132854398166,0.1300600179230385,0.1037060848487748,Energy,1
+m4_weekly/W/short,YingLong_110m,337790.21727019496,322943.9451467752,287.17623741161344,2.312578906208,0.0718715578630544,0.0693259851207614,18.299805806386555,581.1972275142019,0.1058851278425693,0.0523190599888635,0.0416169408903756,Econ/Fin,1
+ett2/15T/short,YingLong_110m,7.498291596912202,7.571107700892857,1.729876999627976,0.7462979204359157,0.1085578173003524,0.1276543571835472,5.397103975973882,2.73830085945869,0.1299968831830147,0.0821234151334548,0.0647997474034762,Energy,7
+ett2/15T/medium,YingLong_110m,12.128210565476191,12.200902777777776,2.169119853670635,0.8945756200628378,0.1355653714114049,0.1622458418588789,6.65633130351552,3.4825580491179458,0.1855918223247291,0.1155963233937895,0.0912416193690419,Energy,7
+ett2/15T/long,YingLong_110m,12.159797867063492,11.908239087301586,2.1875968812003967,0.9064558057674303,0.139153641765881,0.1659342060391865,7.0699985720637,3.487090171914614,0.1858333473523007,0.1165809976366959,0.0927031899970379,Energy,7
+jena_weather/H/short,YingLong_110m,1083.419695071011,1138.2622180451128,8.647916177161655,0.5382559556516687,1.6086323952505086,0.6101880199083264,4.506082416898583,32.91534133304728,0.2017689233870139,0.053011169440773,0.0437685577017571,Nature,21
+jena_weather/H/medium,YingLong_110m,1434.5523809523809,1486.8956349206348,11.310623604910717,0.8849009643070249,3.0977005882841278,0.6892198372227872,6.145043432664278,37.87548522398599,0.2317668114200839,0.0692117118125467,0.0566642850114182,Nature,21
+jena_weather/H/long,YingLong_110m,1199.3948412698412,1184.2037037037037,11.636966765873016,1.0097983231584071,3.803772474315069,0.6546696309702974,9.875330096630517,34.63228033597905,0.2085246976150432,0.0700674328247747,0.0603954391211289,Nature,21
+m4_monthly/M/short,YingLong_110m,2124889.5944444444,2104369.640407407,624.3422008101852,1.0851097148969189,0.1816056700812445,0.147112749311659,10.271842581025457,1457.7001044262995,0.302960125247973,0.1297597432974679,0.1054375180146469,Econ/Fin,1
+m_dense/D/short,YingLong_110m,12796.386666666667,12255.59037037037,60.13559606481481,0.8671633461373934,0.1517253222511466,0.1262981499565972,7.978575124196496,113.12111503457994,0.1958293829296734,0.1041036120080754,0.0833182725876339,Transport,1
+solar/10T/medium,YingLong_110m,26.257030385976552,26.577802200840523,2.627392912934085,1.1379832379438883,2.623091047284714,1.4972573596180625,7.652865015652232,5.124161432466443,1.1370717280344853,0.5830288992861634,0.4569334412231867,Energy,1
+m4_daily/D/short,YingLong_110m,364378.0656324986,360539.007874548,183.8920455025516,3.543748673772196,0.0428049835985834,0.0340059473715273,31.538818489347257,603.6373626876476,0.0932452907395394,0.0284062390890253,0.0226415174904807,Econ/Fin,1
+bitbrains_fast_storage/H/short,YingLong_110m,2891610.768801035,2610107.800015423,300.8787582791387,1.1046303884623228,3.795777175365274,0.5500887496021343,20.674034815140484,1700.4736895350763,4.846902260900079,0.8576021744615674,0.6399073021233013,Web/CloudOps,2
+electricity/15T/short,YingLong_110m,146139.65227477477,148886.21432432433,55.86144320101352,1.0489393678544376,0.1730247960245589,0.1694501277593406,10.66752529448951,382.2821631658673,0.7535534968302381,0.1101139156310653,0.0909779068139793,Energy,1
+solar/10T/long,YingLong_110m,30.30442977620641,32.5395356536395,2.8617998926018857,1.2375559443485704,2.179261924975194,1.5324585701628723,8.354899939932718,5.504945937627944,1.1898058752920673,0.6185322008076112,0.4813229342949809,Energy,1
+m4_hourly/H/short,YingLong_110m,749210.383252818,717480.5539452496,211.8672252415459,0.9638390525024426,0.12359827996836,0.1075143123018568,7.537097839151907,865.5693982880969,0.1181693283349051,0.0289245527308261,0.022922751640237,Econ/Fin,1
+loop_seattle/D/short,YingLong_110m,18.943187242002065,19.119933565531475,3.118676631836945,0.9304386245067072,0.0582435757506127,0.0575321791956914,7.541500154312252,4.352377194361957,0.0777828014905089,0.0557349224422685,0.0443372585836093,Transport,1
+saugeen/M/short,YingLong_110m,404.8509579613095,425.13257998511904,13.560282389322916,0.7947187874178349,0.4134275345575242,0.4136600040254138,5.383273345142056,20.120908477534247,0.6040900346556595,0.4071203577936292,0.3223218449697684,Nature,1
+ett2/D/short,YingLong_110m,110078.70476190477,109161.5746031746,194.42872023809525,1.265202085176369,0.460411871047247,0.1295007857065352,11.129440348945582,331.78110971226914,0.1898870828376392,0.1112766864210114,0.0905975178997903,Energy,7
+m_dense/H/short,YingLong_110m,57181.484444444446,58352.39111111111,110.0059375,0.9481986678278248,0.3765221804507182,0.2631729125976562,8.327033240738814,239.1265030155471,0.4241508298442539,0.1951231214023421,0.1589397861698921,Transport,1
+m_dense/H/medium,YingLong_110m,56845.386666666665,46238.07111111111,112.59459201388889,0.9497984247475948,0.5246484551925824,0.2914479573567708,8.042056551789994,238.42270585383991,0.4148253866772913,0.1959003652888921,0.1616473374171873,Transport,1
+m_dense/H/long,YingLong_110m,72637.4162962963,58406.763456790126,127.50513117283953,1.0276977408385104,0.6006675419517632,0.3136951135706018,8.334321690062021,269.51329521249284,0.4665673553225138,0.2207302307459761,0.1803886234454,Transport,1
+loop_seattle/5T/short,YingLong_110m,47.50567424132482,49.14025836074561,3.851548163981876,0.6053939536032894,0.113768793308821,0.0814232156003591,4.735004991270783,6.892436016483926,0.1181900645187271,0.0660455497750451,0.0524655617089425,Transport,1
+electricity/15T/medium,YingLong_110m,282733.474027027,275577.52007207205,56.71742623873874,0.8804414343468178,0.1462577081588512,0.1354073623051717,7.434214337292104,531.726879165448,0.9162189567864776,0.097729836756855,0.0790904614363773,Energy,1
+loop_seattle/5T/medium,YingLong_110m,113.91570554373064,115.6213668246904,6.600064963074045,1.0335103121146776,0.240231029719145,0.1453582803039236,7.5971683231511635,10.673130072463778,0.1898969105068196,0.1174287146434775,0.0934372085902928,Transport,1
+loop_seattle/5T/long,YingLong_110m,124.5887650498796,124.61946451095058,6.909670192638459,1.0803133892896442,0.2572309386108244,0.1504683244825708,8.099115069579383,11.161933750469924,0.1973452714506879,0.1221643821119755,0.0975790263086008,Transport,1
+sz_taxi/15T/short,YingLong_110m,16.64501446361798,16.796248253157433,2.741521441747272,0.5468035215974539,1079318087152.523,0.3946966769785526,3.918143195430888,4.079830200341428,0.3814815724429811,0.2563439798049376,0.2018717640127759,Transport,1
+sz_taxi/15T/medium,YingLong_110m,16.41774172008547,16.29446781517094,2.7590465578258545,0.5375678696241388,10190647795473.94,0.4063753568209134,3.7108302648962153,4.051881256908384,0.3770951829455409,0.2567753348409959,0.2018226805281084,Transport,1
+sz_taxi/15T/long,YingLong_110m,15.671237313034188,15.4512775997151,2.6950200876958688,0.5080189682874582,6628394884256.456,0.3973311117232015,3.5659556213184054,3.9586913637001535,0.3664094209390731,0.2494462586314947,0.1962359118574886,Transport,1
+ett1/15T/short,YingLong_110m,5.136664109002976,5.460441080729167,1.140609232584635,0.7041810358768417,0.5033803079865247,0.2458350590297154,4.867918564445051,2.2664209911230038,0.4284479074510879,0.215622622996504,0.1676887519959624,Energy,7
+ett1/15T/medium,YingLong_110m,9.287917906746031,9.688941592261903,1.6029811507936509,1.009852841367202,0.7418127876548242,0.3889829799107143,7.195348188018159,3.0476085553669834,0.5808772039534426,0.3055297922770673,0.240882488272878,Energy,7
+ett1/15T/long,YingLong_110m,8.228581969246031,8.670805431547619,1.569231460813492,1.0137601444292446,0.8001605865673274,0.3896575055803571,6.783171848764059,2.8685504996855173,0.5467485614982224,0.2990970679970918,0.2329755020422297,Energy,7
+electricity/15T/long,YingLong_110m,342645.7764804805,337793.8654414414,61.17964283033033,0.9112326708689272,0.148884438010155,0.1351548392835597,7.609666871529001,585.3595275388285,0.9234763931119212,0.0965183844027915,0.0775482475996398,Energy,1
+us_births/D/short,YingLong_110m,358157.8933333333,347439.73333333334,388.5833333333333,0.5717365850482113,0.0364318148295084,0.036666940053304,4.616306166578116,598.4629423225246,0.0561010445960638,0.0364265343281222,0.0298180647071071,Healthcare,1
+electricity/D/short,YingLong_110m,1297677372.4436758,1266918193.723964,4237.877837837837,1.4186643866874746,0.5282984296377244,0.0975097330705704,11.631629748682268,36023.28930627624,0.5919822769855417,0.0696424069079309,0.055195447196494,Energy,1
+kdd_cup_2018/H/short,YingLong_110m,4418.228545304156,4548.484061050581,21.99192171600269,0.9172755726602436,0.8375542966641358,0.4853699780605646,7.743883423661001,66.46975662136997,1.3913323924162797,0.460330752062966,0.3736459314080033,Nature,1
+kdd_cup_2018/H/medium,YingLong_110m,4890.508440364557,5138.728227720904,25.029952653218835,1.0340430992906833,0.9328160726903276,0.5543136609066536,8.841430063525657,69.93217028209948,1.4638069770650932,0.5239222403879714,0.421088051598333,Nature,1
+kdd_cup_2018/H/long,YingLong_110m,3825.816441197321,4073.1029229967016,23.835689092517622,1.0066094026393546,0.998323822848604,0.6002705705380212,7.802349250918457,61.8531845679535,1.4513256521506386,0.5592815836127703,0.4437795527641178,Nature,1

results/YingLong_110m/config.json

@@ -0,0 +1,6 @@
+{
+    "model": "YingLong_110m",
+    "model_type": "pretrained",
+    "model_dtype": "bf16",
+    "model_link": "https://huggingface.co/qcw2333/YingLong_110m"
+}

results/YingLong_300m/all_results.csv

@@ -0,0 +1,98 @@
+dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
+car_parts/M/short,YingLong_300m,2.140451681887912,1.8299107668772627,0.580173079388161,1.0651554318735337,0.7310368808628804,1.8206315619134603,15.415473223745524,1.46302825737848,3.508191683111761,1.3911955299632646,1.1909752401446398,Sales,1
+ett1/W/short,YingLong_300m,1266404.2857142857,1252840.5714285714,876.1472516741071,1.5891326412551992,0.7785827772957938,0.5494017260415214,8.218942503845803,1125.346295908191,0.4478021506247268,0.3486399031037617,0.2702477427520409,Energy,7
+hospital/M/short,YingLong_300m,3526.4856584093877,3309.5495436766623,19.362625964254672,0.7925509856820293,0.1971561012450429,0.1785367976474223,5.817898089598588,59.38422061801761,0.2155785107008762,0.0702908285263521,0.0571739399990139,Healthcare,1
+electricity/W/short,YingLong_300m,56024946654.78919,55650156780.16576,32040.56216216216,1.5985525104586955,0.2532723454411594,0.1020619658736495,12.953576291218274,236695.89488368656,0.5400619222233788,0.0731059894339027,0.0571041755428816,Energy,1
+us_births/W/short,YingLong_300m,2994969.1428571427,2996735.1428571427,1360.232142857143,1.2366136774693737,0.0183419585227966,0.0184230485132762,7.65173526097592,1730.5979148424808,0.023492697001202,0.0184650179625041,0.0146625855770976,Healthcare,1
+bitbrains_rnd/H/short,YingLong_300m,2016634.5495929413,2029023.1120583096,181.98897105835212,5.891558599317641,2.444099645239502,0.5708674190770602,199.5416414615088,1420.0825854833026,6.214976467442832,0.796472813640522,0.6726041862317288,Web/CloudOps,2
+sz_taxi/H/short,YingLong_300m,7.258240789429754,7.306476821247329,1.865656143579728,0.5678432184047901,1.2825355203742654,0.2966730818789229,3.9790141391573983,2.6941122451430557,0.2509731806994151,0.1737973825291552,0.136745560885467,Transport,1
+bitbrains_fast_storage/H/short,YingLong_300m,2828396.814641544,2454481.489242475,296.4950003855744,1.116041561674029,4.006003154639603,0.5545716818021557,20.78528469074592,1681.783819235262,4.793630060824541,0.8451070407959799,0.6314508563229755,Web/CloudOps,2
+loop_seattle/H/short,YingLong_300m,61.74249684291999,62.71841392374124,4.418428308823529,0.8946830528220908,0.1302929391788961,0.1014617551940649,7.371551018983021,7.8576393937950595,0.1390882078092375,0.0782106742252841,0.0630410510266255,Transport,1
+loop_seattle/H/medium,YingLong_300m,66.5091847265222,64.02369711042311,4.718248919633643,0.9658017991621825,0.1293049752281669,0.1070802418932211,7.47193216776216,8.155316347421612,0.1441442872752958,0.0833945120869589,0.0668446691847725,Transport,1
+loop_seattle/H/long,YingLong_300m,65.67417870657034,64.11391038871689,4.7273988433092535,0.980583866721561,0.1591987853940918,0.1101696873925008,7.602251006171908,8.103960680221144,0.1448286270162778,0.0844849464171062,0.0680189711717979,Transport,1
+solar/H/short,YingLong_300m,672.2013221923422,746.2710494301447,11.799409885628762,0.9113878939471538,4.744568416277159,1.4033726929429309,7.281014323939222,25.926845588932377,0.9556721899139048,0.4349301902698205,0.3553887270331152,Energy,1
+solar/H/medium,YingLong_300m,723.4724452554744,826.7110097323601,12.653674346107056,0.9667742024331428,5.460635722061639,1.4120378747476288,6.491292193523192,26.897443098842583,0.96890867935974,0.4558148837672371,0.3741601759997349,Energy,1
+solar/H/long,YingLong_300m,688.6034874290349,731.6656934306569,12.617222982562854,0.9605376905649284,6.969098705162071,1.4051437800137203,6.16670622014489,26.24125544689192,0.9098321496728228,0.4374621150409241,0.3519056717370039,Energy,1
+hierarchical_sales/D/short,YingLong_300m,28.81281779661017,28.70021444811906,2.3483247855518807,0.7628497507907794,0.6420465861655035,1.0103917974079126,6.993795589397193,5.367757240841855,1.646768477164764,0.7204400380791133,0.5886648287710353,Sales,1
+electricity/H/short,YingLong_300m,1984023.0149549549,2107041.9585585585,201.48073902027028,1.092141316358599,0.1818618676648489,0.1407964399552443,11.213333626226326,1408.5535186690474,0.6649378510823422,0.0951132973386854,0.0783453463677904,Energy,1
+m4_quarterly/Q/short,YingLong_300m,2063543.7866666664,2028244.752,629.7319420572917,1.3902340567998526,0.1276051349639892,0.1145791289011637,13.006706666329526,1436.504015541435,0.2404454761879113,0.1054060378812329,0.0858312457511847,Econ/Fin,1
+solar/D/short,YingLong_300m,114811.94355231144,128232.76690997567,249.15471411192212,0.9718423636674904,1.0682757375304135,0.4241992662712895,5.156159962169716,338.839111603592,0.4895071061831731,0.3599436987059138,0.2780932732986481,Energy,1
+jena_weather/10T/short,YingLong_300m,736.9854662698413,785.972123015873,5.79593990265377,0.3190417201037026,0.3542642892024339,0.5516509426646484,2.7715034516383183,27.1474762412612,0.1686198519709293,0.0360000509709435,0.0297604143954231,Nature,21
+jena_weather/10T/medium,YingLong_300m,1453.4891774891776,1474.2339105339106,9.960123556998555,0.6168747497369166,0.8123377555588925,0.6476998426857323,6.01765140831233,38.12465314582124,0.2339703446024747,0.0611251079977263,0.0505212199444347,Nature,21
+jena_weather/10T/long,YingLong_300m,1428.3079365079366,1394.7974867724868,10.071142319775133,0.6389360993754846,0.857084003881742,0.6403959273913475,6.651505448945648,37.79296146781748,0.2312616116361389,0.0616270467682569,0.0517809597026227,Nature,21
+electricity/H/medium,YingLong_300m,6697165.174774774,6783113.28,262.5517004504504,1.1394256712480204,0.238575305449455,0.1358960838391234,9.37409242522388,2587.888168908149,1.0101380342999615,0.1024825808864167,0.0823824332110503,Energy,1
+electricity/H/long,YingLong_300m,10788752.264072072,10874608.261765763,310.58578978978977,1.2904492927112967,0.3256845672558769,0.1510404453444876,10.5750235895188,3284.623610715857,1.2954545805609838,0.1224949436299781,0.0973975950166174,Energy,1
+bizitobs_service/10S/short,YingLong_300m,7097.78708994709,7754.496507936508,29.26458333333333,1.1375627888817756,0.1028141211454199,0.0737919624772652,9.36021751103007,84.24836550311875,0.062413882517257,0.0216801388985467,0.0168141396060885,Web/CloudOps,2
+bizitobs_service/10S/medium,YingLong_300m,79036.43936507936,83061.78539682539,71.17019345238096,2.024475608191864,0.199401138547867,0.1157342432415674,20.704316738600188,281.1342016992585,0.2115882251571748,0.0535643647256803,0.0454953792638194,Web/CloudOps,2
+bizitobs_service/10S/long,YingLong_300m,143507.8162962963,138727.52423280422,91.6943716931217,2.209092702254538,0.2256087239583333,0.1289170231894841,30.394555370464637,378.82425515837326,0.280645118928353,0.0679301219456458,0.0621107889211743,Web/CloudOps,2
+temperature_rain/D/short,YingLong_300m,169.8573192622022,179.59816848414107,5.988265373235231,1.4169223545586886,43.17501018061756,1.4562404630752914,18.35573106066468,13.03293210533233,1.5343206716380424,0.704977151354141,0.570969453004899,Nature,1
+jena_weather/H/short,YingLong_300m,1097.892439431913,1140.749582289056,9.048075918964075,0.5433205131930411,2.0868194362760684,0.611689395497154,4.561840662804369,33.13445999909932,0.2031121067037529,0.0554641228970155,0.0452479824277923,Nature,21
+jena_weather/H/medium,YingLong_300m,1460.507738095238,1471.3926587301587,11.443912760416667,0.8864643831135963,3.157411993222846,0.6841133754278699,5.952747439205969,38.21658982817852,0.2338540909890952,0.0700273317943319,0.0573387430363795,Nature,21
+jena_weather/H/long,YingLong_300m,1266.8092592592593,1151.557671957672,12.092056258267196,1.0297684460143597,3.487787066881547,0.6550576079496593,9.710695016466998,35.59226403671533,0.2143048630840619,0.0728075757743191,0.060212749301546,Nature,21
+ett2/W/short,YingLong_300m,5192896.0,3621361.142857143,1325.118024553571,0.920251381772724,0.1422298039708818,0.1493746212550572,9.130618127945622,2278.792662793173,0.1911557683875646,0.1111570869625623,0.0913238713292226,Energy,7
+m4_weekly/W/short,YingLong_300m,322603.114634669,310905.3627598029,284.32563745446754,2.2478891646814683,0.0702888353084991,0.0683257121561629,15.625143070590372,567.9816146977549,0.1034774479942459,0.0517997248533857,0.0409224454402673,Econ/Fin,1
+us_births/M/short,YingLong_300m,61678576.0,59888624.0,6444.708333333333,0.7297496794067668,0.0198117395242055,0.0200638261934121,4.488259551838323,7853.570907555365,0.0243931376938969,0.020017220143867,0.0147512790400836,Healthcare,1
+ett2/15T/short,YingLong_300m,7.8107073102678575,7.9362060546875,1.755917794363839,0.7526828731917684,0.1089503491888287,0.1278966540382022,5.480821304810825,2.7947642673878343,0.1326774020234941,0.0833596642985447,0.0656481454070023,Energy,7
+ett2/15T/medium,YingLong_300m,11.774804067460318,11.666077628968257,2.1428738839285715,0.887583082146435,0.1351627821972178,0.1633011881510416,6.635062649703288,3.431443437893202,0.1828678321684062,0.1141976281575843,0.0902405995156334,Energy,7
+ett2/15T/long,YingLong_300m,12.091335565476191,11.55820560515873,2.1818497333829363,0.9056944228890282,0.1384972828893669,0.1660144430493551,6.927418405885268,3.4772597782558887,0.1853094678799243,0.1162747217264114,0.0923770822217173,Energy,7
+bitbrains_fast_storage/5T/short,YingLong_300m,1623703.492605833,1833989.1113537804,174.27381623355913,0.8032211889881609,2.1813455291714123,0.7021580837758448,14.560358990451094,1274.2462448859064,4.000818117280552,0.5471766890843569,0.4236067899107265,Web/CloudOps,2
+bitbrains_fast_storage/5T/medium,YingLong_300m,2884643.2224165485,3210277.6705504307,299.1882810123437,1.071828860739069,5.004896097549624,0.7550169182353349,22.36133822426951,1698.423746423886,5.160280725540856,0.909016682713278,0.6451886415427616,Web/CloudOps,2
+m4_monthly/M/short,YingLong_300m,2115643.5334444446,2077160.3182962963,613.2118324652778,1.0481616578806128,0.1776379590564304,0.1442686033602114,10.328364197653602,1454.525191753118,0.3023002693982013,0.1274464706444784,0.1040263144155038,Econ/Fin,1
+m_dense/D/short,YingLong_300m,10192.354814814817,9848.373333333331,50.06791666666667,0.7452390651863391,0.1358169544352877,0.1083497789171007,7.522153103474118,100.95719298204963,0.1747718345769766,0.0866749697650207,0.0727910211679623,Transport,1
+bitbrains_rnd/5T/short,YingLong_300m,1399005.2873932128,1607149.0893850003,127.8545537579058,1.785717368673824,1.287260952103256,0.6904630002774508,54.44360319841742,1182.795539133122,4.839657872789569,0.5231439223383848,0.4254771941136492,Web/CloudOps,2
+bitbrains_rnd/5T/medium,YingLong_300m,2154692.144613578,2237569.5868353653,170.8998017476835,4.498291984870307,1.302720488480961,0.742535158557506,161.37266202016482,1467.8869658844917,6.176147931090124,0.7190624901772755,0.6523731293826035,Web/CloudOps,2
+electricity/15T/short,YingLong_300m,148046.51135135136,151065.45126126127,56.60763900619369,1.0720575790780826,0.1753974046930317,0.1731773346699035,11.37966539568751,384.76812673524734,0.7584538210441255,0.1115848146488403,0.0928686267327801,Energy,1
+bitbrains_rnd/5T/long,YingLong_300m,2495840.3812932014,2664985.362653644,219.90548587644668,3.4700286239149376,3.13265080653652,0.7299715676745755,117.8975914945948,1579.8228955465868,6.051945847533729,0.8424084091017047,0.6887456579557683,Web/CloudOps,2
+hierarchical_sales/W/short,YingLong_300m,526.165717690678,466.37486758474574,9.348125910354874,0.7470547667388,0.5960424784768493,0.474093744310282,6.830222255351081,22.938302415189277,1.053108683839589,0.4291770330528773,0.3712959863530989,Sales,1
+bitbrains_fast_storage/5T/long,YingLong_300m,3764342.004972065,4058291.128677089,387.3317370508165,1.009582292054786,5.223704907595844,0.7684563330215575,17.863852992642816,1940.191228969986,5.127346157498022,1.0236021398256,0.7091054073249635,Web/CloudOps,2
+saugeen/M/short,YingLong_300m,435.9256417410714,451.20191592261904,13.39521716889881,0.7850987702047343,0.3970942270188105,0.3903743198939732,6.467658630148655,20.87883238452456,0.6268451840939336,0.4021646046854742,0.3277683276184382,Nature,1
+ett1/D/short,YingLong_300m,44104.08253968254,45032.7492063492,142.73630952380952,1.7279010891714286,1.193524654327877,0.5022412496899802,10.298170440655811,210.0097201076239,0.5515974959562591,0.3749016515760436,0.284186477558998,Energy,7
+m_dense/H/short,YingLong_300m,56680.333333333336,58421.52,108.44579861111112,0.9290678683994812,0.3376354017763754,0.2654865180121528,8.735681521715637,238.0763182959056,0.4222880638408689,0.1923558237751465,0.1564930420470122,Transport,1
+kdd_cup_2018/H/short,YingLong_300m,4379.112130473512,4493.657248686884,22.089731872523508,0.927031062482016,0.8771597718772081,0.4876331401105727,7.713783069151611,66.17486026032478,1.3851596774796953,0.4623780957872693,0.3740945141201524,Nature,1
+m_dense/H/medium,YingLong_300m,41800.30666666666,36464.53333333333,91.74852430555556,0.7876295415627308,0.3532931748005365,0.2336693996853298,7.203348506611248,204.4512329790815,0.3557193157147895,0.1596308410972175,0.1340288035217407,Transport,1
+m_dense/H/long,YingLong_300m,48228.20345679012,40142.02074074074,99.05324074074076,0.8425839120449523,0.3943751161026657,0.2482007137345679,7.669552484776432,219.60920622048184,0.3801760001115421,0.1714758024538058,0.1450698737138724,Transport,1
+kdd_cup_2018/H/medium,YingLong_300m,4827.251245101868,5073.050808932262,24.9392565809393,1.0340730004504828,0.970128537306293,0.552104804941354,8.735375001149587,69.47842287431305,1.454309222045284,0.5220238073369216,0.4169610440086544,Nature,1
+kdd_cup_2018/H/long,YingLong_300m,3780.132152963716,4039.107903047205,23.72086670455411,1.0039256698315402,1.0027367671188725,0.5979061908619002,7.661119924565232,61.48277932042204,1.4426344482750642,0.556587386406003,0.4394137146588515,Nature,1
+m4_daily/D/short,YingLong_300m,371833.55571327184,372676.6711953767,182.73388389688736,3.51317346219464,0.0425897182039283,0.0342663411028246,30.821644341592496,609.7815639335711,0.0941944000342118,0.028227335127278,0.0225400668982757,Econ/Fin,1
+solar/10T/short,YingLong_300m,24.90353938564477,27.648199893552317,2.5009282095878955,1.10731808027984,5.283718417722162,1.5479865117989604,6.1093779056853625,4.990344615920304,1.4516907083504589,0.7275197453354145,0.553421584303218,Energy,1
+m4_yearly/A/short,YingLong_300m,5000833.433736688,4916918.619424857,1118.2171567133862,4.312498587797275,0.197400464768342,0.1904156140444542,51.570179669169846,2236.2543311834384,0.3585937478127971,0.1793113043998976,0.1515941545796118,Econ/Fin,1
+saugeen/W/short,YingLong_300m,825.80419921875,866.23046875,14.6233642578125,1.1859630934214436,0.4206714630126953,0.4009381294250488,10.372063312467995,28.736809134257584,0.8674444791022005,0.4414184098198283,0.360389737554416,Nature,1
+solar/10T/medium,YingLong_300m,19.27412076974121,21.211836429993365,2.034577224687569,0.8896344776528704,3.385049980445471,1.45993566937038,5.788836723467309,4.390230149974054,0.9742094680060194,0.4514807488376786,0.3482281957351236,Energy,1
+solar/10T/long,YingLong_300m,20.30869037662206,21.51395533949209,2.027292605212135,0.8863020744614358,2.819984049958087,1.4675204210037165,6.560452865681614,4.506516434744476,0.9740113330649068,0.4381668194287328,0.3512486118243954,Energy,1
+loop_seattle/D/short,YingLong_300m,17.843253353973168,18.015608875129,3.013710373129515,0.9072788780417246,0.0559316786696175,0.0555139689253579,7.063688757702453,4.224127525770638,0.0754908083870195,0.0538590350134818,0.0428155122248671,Transport,1
+ett2/D/short,YingLong_300m,110412.06349206348,110744.29206349206,198.483878968254,1.299525306770167,0.481592765687004,0.133729989188058,13.158700287625312,332.2831074431312,0.1901743893837749,0.1135975607540354,0.092369399197667,Energy,7
+ett1/H/short,YingLong_300m,101.64408482142858,107.17801339285714,5.043887183779762,0.8324057044261892,0.5000860305059524,0.259050550914946,5.5807663009249255,10.081869113484291,0.4705620781612315,0.2354188502641587,0.1820929093721376,Energy,7
+ett1/H/medium,YingLong_300m,134.91138392857144,134.96585751488095,6.794502766927083,1.2602670254898185,4084204535571.4873,0.4403334844680059,8.777061283906667,11.615135984075756,0.5563374800544929,0.3254405762238074,0.251884158597903,Energy,7
+ett1/H/long,YingLong_300m,139.63209325396826,138.84641203703703,7.119143208498677,1.3700696073732894,3946868136624.5366,0.4871406353339947,9.286321544286984,11.816602441225154,0.5658714979262243,0.3409203492613036,0.2635700437027675,Energy,7
+bizitobs_application/10S/short,YingLong_300m,1445730.1333333333,1696495.36,572.6089930555555,1.817812998221645,0.0260726356506347,0.0266502592298719,13.865050401736086,1202.385185093917,0.0463711905181336,0.0220832400785958,0.0167920703778449,Web/CloudOps,2
+bizitobs_application/10S/medium,YingLong_300m,7385415.68,6472782.933333334,1427.790625,3.8681272482165134,0.0535245768229166,0.0546028264363606,46.89840908821573,2717.6121283214798,0.1067126298687804,0.056065135604854,0.0482781477326485,Web/CloudOps,2
+bizitobs_application/10S/long,YingLong_300m,11097452.08888889,7829531.875555555,1706.585,4.599798576803993,0.0632481596204969,0.0646431435479058,80.28070935257594,3331.283849942675,0.128474302570193,0.065816162034804,0.0606065105006177,Web/CloudOps,2
+m4_hourly/H/short,YingLong_300m,680276.8180354268,711011.2979066023,221.3985507246377,0.9250319562832946,0.1259653825498817,0.1112879140365527,6.632736911403227,824.7889536332472,0.1126018975042944,0.0302257890415205,0.024848441847268,Econ/Fin,1
+electricity/15T/medium,YingLong_300m,278774.65377477475,275488.4064864865,56.76663063063063,0.8830048993986506,0.1490606893164232,0.1366740812645642,7.348494437699491,527.9911493337504,0.9097819181048782,0.0978146208788825,0.0788211182303169,Energy,1
+loop_seattle/5T/short,YingLong_300m,46.9253664376935,48.42047601627,3.857237383800148,0.6071451751382285,0.112301051136879,0.081556795354475,4.697483555905233,6.850209225833434,0.1174659682631413,0.0661431073375346,0.0524441375006667,Transport,1
+loop_seattle/5T/medium,YingLong_300m,110.54684412087204,110.4436410764964,6.519525495436661,1.022574347155637,0.2322959196013932,0.1443163168073561,7.40182114791904,10.514125932328946,0.1870679002010895,0.1159957520566482,0.0920612168122998,Transport,1
+electricity/15T/long,YingLong_300m,354041.6156996997,339702.3521441441,62.13003922672673,0.918390176709199,0.1527356066870213,0.1376696520456582,7.614968616067751,595.0139626090296,0.9387074476292172,0.0980177511934217,0.0781690330929683,Energy,1
+ett2/H/short,YingLong_300m,106.4244605654762,104.88314732142857,6.394745163690477,0.7407379492686809,0.1214849699767802,0.1111269905453636,5.261647960582421,10.316223173500862,0.1308384137338789,0.0811031614359429,0.0644934721112446,Energy,7
+ett2/H/medium,YingLong_300m,250.7732328869048,239.66867559523808,9.44057384672619,1.0184489875158365,0.1694063243810091,0.1668871924990699,7.150306133250036,15.835821193954695,0.2133978742240738,0.1272178035904968,0.1043022206096907,Energy,7
+ett2/H/long,YingLong_300m,261.07665343915346,244.61593915343917,9.685083912037037,1.0566042765999606,0.1798375119565762,0.177695154260706,7.226095618540751,16.157866611627707,0.2212695472336587,0.1326297699842532,0.1074672897321776,Energy,7
+solar/W/short,YingLong_300m,3862026.510948905,3956599.124087591,1628.1543111313867,1.7994194368063492,0.3761719195512089,0.2988925014969206,6.805938593758485,1965.203936223644,0.4011472559064694,0.3323470007686349,0.2550112813871233,Energy,1
+us_births/D/short,YingLong_300m,296733.0133333333,282991.52,343.6533333333333,0.5056032079818389,0.0324939346313476,0.0324668312072753,4.374781613832464,544.732056458341,0.0510642100472872,0.0322147114140432,0.026229993355089,Healthcare,1
+loop_seattle/5T/long,YingLong_300m,121.08967205595688,119.8049902534113,6.827265436876505,1.0697318088504102,0.2490078142916523,0.1493035153114608,7.929456457836664,11.004075247650611,0.1945543008369836,0.1207074491773945,0.0963152927793633,Transport,1
+ett1/15T/short,YingLong_300m,4.989907691592262,5.426839192708333,1.141652352469308,0.7168367160193663,0.5069723305352889,0.2472874959309896,4.930563499085433,2.233810128814054,0.4222830970424437,0.2158198160747358,0.1664695648975054,Energy,7
+ett1/15T/medium,YingLong_300m,9.615633060515872,10.269906374007936,1.6350288318452382,1.0285318121682634,0.745706922602835,0.395733894469246,6.911382373698324,3.10090842504513,0.5910362118139507,0.3116381119724082,0.2433109284140673,Energy,7
+ett1/15T/long,YingLong_300m,8.188919270833333,8.516012524801587,1.5882097904265873,1.0330601058192537,0.7845586517624605,0.3966448102678571,6.774528152155858,2.861628779355095,0.545429274759444,0.3027143563860313,0.234386699323145,Energy,7
+bizitobs_l2c/H/short,YingLong_300m,75.45882936507937,79.87349640376983,5.463115389384921,0.5544664321973307,0.438568115234375,0.6435810235464935,3.342718499167766,8.686704171610737,0.4682356018836918,0.294475910768167,0.2293816088144503,Web/CloudOps,7
+bizitobs_l2c/H/medium,YingLong_300m,113.69686569940475,110.27954799107142,6.904127139136905,0.7066118148803214,0.6698913210481228,0.827325504925879,4.58752951107538,10.662873238457108,0.645653170562967,0.4180553850416573,0.3300024212056354,Web/CloudOps,7
+bizitobs_l2c/H/long,YingLong_300m,160.58421378968254,147.89649057539685,8.480064174107143,0.8682625214808085,1.075153924125715,0.8582013811383928,5.829721432727708,12.672182676622151,0.7740534920595641,0.5179867947268668,0.4064934051278263,Web/CloudOps,7
+electricity/D/short,YingLong_300m,1282925632.1337657,1243548164.7602162,4178.923099099099,1.3960895808857603,0.4919655604049015,0.0964651131501923,11.42025889604222,35817.95125539379,0.5886078908799401,0.0686735847612102,0.0544394748229051,Energy,1
+restaurant/D/short,YingLong_300m,144.66475203138134,145.78415989539553,7.351071436910432,0.7028993806063948,0.7281346041870972,0.4021850939367937,4.760680038577257,12.027666109074584,0.5535410621619854,0.3383133397880059,0.2660543066940184,Sales,1
+covid_deaths/D/short,YingLong_300m,2211933.930827068,2010009.6,239.6091478696742,45.40439854073493,0.1270707583128245,0.179707526749991,1027.51135296984,1487.257183820965,0.5595877532384465,0.090154107958177,0.0782561074650183,Healthcare,1
+kdd_cup_2018/D/short,YingLong_300m,2642.2679699448104,2860.213046080192,20.99158853647184,1.1828928942779466,0.5280815777416218,0.4594672016818771,8.995735851027813,51.40299572928421,1.1514816502185126,0.4702338582751935,0.3737529937229737,Nature,1
+jena_weather/D/short,YingLong_300m,443.6748511904762,421.8808531746032,10.51873992435516,1.1223821038179145,0.7764330249147366,0.4529628208705357,7.463217046476573,21.063590652841604,0.1268372425727124,0.0633400064278558,0.0498921349319168,Nature,21
+saugeen/D/short,YingLong_300m,1158.5739583333334,1324.6688541666667,14.110291341145832,3.1354633168907866,0.3316891988118489,0.3666178385416667,31.62129070008756,34.037831281286614,1.1024934652389848,0.4570356985341836,0.3812078377644103,Nature,1
+sz_taxi/15T/short,YingLong_300m,16.783106541895606,16.917020506620116,2.7601179372114437,0.5506225498685873,1435920906467.7017,0.3976650820255862,3.961607921482223,4.096718997184894,0.3830607471782375,0.2580828316647546,0.2029748081706777,Transport,1
+sz_taxi/15T/medium,YingLong_300m,16.644449452457266,16.39372329059829,2.7757130158253207,0.5409075762721375,10721217586650.363,0.4071870983156384,3.82111000336121,4.079760955308199,0.3796898542357274,0.2583264269460883,0.2033638725101678,Transport,1
+sz_taxi/15T/long,YingLong_300m,15.92368011039886,15.55902666488604,2.7135422231125355,0.5112924792403588,7093442563239.458,0.3995969593015491,3.699541891371406,3.9904486101688943,0.3693488151024904,0.251160634491863,0.1984183486358434,Transport,1
+bizitobs_l2c/5T/short,YingLong_300m,21.18319847470238,21.35645461309524,2.7568990071614583,0.2863604562118306,0.154044101423466,0.2115164802187965,2.582952677078044,4.602520882592754,0.1580691967068341,0.0946830709909545,0.0769831298202451,Web/CloudOps,7
+bizitobs_l2c/5T/medium,YingLong_300m,156.47931547619046,165.9232674319728,9.161406515731292,0.8765213191442975,0.5612127561711044,0.8780798256802721,5.991860301799829,12.509169256037367,0.6581662581680209,0.4820247070447808,0.378771384090228,Web/CloudOps,7
+bizitobs_l2c/5T/long,YingLong_300m,281.7161507936508,324.4997619047619,13.082249503968256,1.2142850755593633,0.8502009243068485,1.1255081288206574,8.598363535277072,16.784402008819104,0.9424190800691136,0.7345487516496757,0.5755636810205136,Web/CloudOps,7

results/YingLong_300m/config.json

@@ -0,0 +1,6 @@
+{
+    "model": "YingLong_300m",
+    "model_type": "pretrained",
+    "model_dtype": "bf16",
+    "model_link": "https://huggingface.co/qcw2333/YingLong_300m"
+}

results/YingLong_50m/all_results.csv

@@ -0,0 +1,98 @@
+,dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
+0,car_parts/M/short,YingLong_50m,2.345947492672213,2.159477054478876,0.7046011231312068,1.2694769664624517,0.7896742665264872,1.8166425885386976,15.541603892619609,1.5316486191918215,3.672736271633272,1.6895612149756591,1.4066018375789853,Sales,1
+1,hierarchical_sales/W/short,YingLong_50m,506.3414327330509,469.1426112288136,9.835895085738876,0.7762142640077655,0.6525183068950571,0.4975210610082594,6.810471240877617,22.502031746779014,1.0330792840570182,0.4515707544804065,0.3884757395322085,Sales,1
+2,m4_weekly/W/short,YingLong_50m,341134.72809085064,329510.0955646025,285.9197289479323,2.2658492182747123,0.0715250489745989,0.0683844194234452,17.1217089367556,584.0674002979885,0.1064080288437343,0.0520901436193186,0.0414693148038312,Econ/Fin,1
+3,solar/H/short,YingLong_50m,644.0886156998336,693.0945703675246,11.36824447352414,0.8779149150095859,4.844241733675308,1.4027870115210337,7.285883170317518,25.378900994720667,0.9354747691167784,0.4190372891381436,0.3410760500052428,Energy,1
+4,solar/H/medium,YingLong_50m,699.8939172749392,783.696897810219,12.152376064476886,0.9282774260861631,6.186506391005668,1.4087745690411022,6.9437785740605165,26.455508259622214,0.9529891549700594,0.437756949627003,0.3593152234850635,Energy,1
+5,bitbrains_fast_storage/H/short,YingLong_50m,2779094.920323197,2396860.934049645,285.2965966634964,1.11194384477403,3.75212288793506,0.5462979873385828,21.42075720979008,1667.0617626000535,4.751667418280039,0.8131879533951912,0.623302913456145,Web/CloudOps,2
+6,solar/H/long,YingLong_50m,683.3649635036496,695.7158150851582,12.816001368613138,0.9753705831403884,7.868069870639642,1.4131793830220591,6.751444721076464,26.14125022839668,0.9063647864932614,0.4443541239486017,0.3515286755533442,Energy,1
+7,bizitobs_service/10S/short,YingLong_50m,8828.645925925926,8728.380105820106,30.63292989417989,1.1677389729333216,0.11160320302166,0.0703267738301918,10.776195731661758,93.96087444210984,0.0696092196403678,0.0226938537757618,0.0177720397177592,Web/CloudOps,2
+8,bizitobs_service/10S/medium,YingLong_50m,84027.80952380953,84558.35428571429,71.37823412698413,2.11970590850764,0.2086375984312996,0.1171220179966517,21.88575470696702,289.875506940151,0.2181671374712877,0.053720941039888,0.0466532159788119,Web/CloudOps,2
+9,bizitobs_service/10S/long,YingLong_50m,150605.20634920636,143200.4673015873,96.26845238095238,2.3440938635306883,0.2365248584242724,0.1303954819775132,29.702485428959225,388.0788661460533,0.2875012306105031,0.0713187471488748,0.0652027971221242,Web/CloudOps,2
+10,jena_weather/H/short,YingLong_50m,1058.9135338345864,1098.6013993316624,8.542908377715122,0.5349701924956606,1.5319804349726602,0.6067653079627356,4.510380017575527,32.54095164303875,0.1994739386892743,0.0523674783902325,0.0437365212110991,Nature,21
+11,jena_weather/H/medium,YingLong_50m,1433.5343253968254,1443.396626984127,11.270207093253967,0.8804535156623439,3.437548347597054,0.6806450719007342,5.971317705796436,37.862043333618765,0.231684558108966,0.0689643960097257,0.056707822484238,Nature,21
+12,jena_weather/H/long,YingLong_50m,1265.4759259259258,1147.4583333333333,11.866300843253969,1.0546677344811275,3.406120945809831,0.6630678835119225,10.351846591977424,35.573528443576215,0.2141920540557199,0.0714482780557197,0.060924276451579,Nature,21
+13,jena_weather/10T/short,YingLong_50m,929.2649801587302,1088.3414682539683,7.2913194444444445,0.3355857765130435,0.36007344982751,0.5732276958533923,2.867170582323744,30.48384785683609,0.189342901249565,0.0452882321166316,0.0369492828071498,Nature,21
+14,jena_weather/10T/medium,YingLong_50m,1749.5961038961038,1838.22886002886,10.89862012987013,0.6360092629119818,0.8894896365168352,0.6662731209017687,6.367873579534676,41.82817356634286,0.2566987861103216,0.0668846454215329,0.0577173812096614,Nature,21
+15,jena_weather/10T/long,YingLong_50m,1826.5833333333333,1982.88082010582,11.474210482804232,0.6418221135358174,0.8611013964834784,0.6545774939021869,6.865585264621856,42.73854622391048,0.2615244927853477,0.0702126614439889,0.0602355313198452,Nature,21
+16,ett2/H/short,YingLong_50m,107.4489490327381,106.79140625,6.4644891648065474,0.7520336049129952,0.1244616642814223,0.1131137393769763,5.303594440600407,10.365758488057596,0.1314666593496833,0.0819877094260368,0.0649365320886791,Energy,7
+17,ett2/H/medium,YingLong_50m,240.5033110119048,232.72336309523808,9.28452380952381,1.010321635022601,0.1702085426368962,0.1661948976062593,7.061515230128147,15.508169170211705,0.2089825524990052,0.125114928987171,0.102082007057541,Energy,7
+18,ett2/H/long,YingLong_50m,256.7726851851852,248.11107804232805,9.654962384259258,1.060695091675036,0.1827469019936677,0.1782821736007771,7.263948572087742,16.02412821919449,0.2194381028819546,0.1322172788445764,0.1068073671577059,Energy,7
+19,hierarchical_sales/D/short,YingLong_50m,29.1740104381976,29.092078338156263,2.364517233360893,0.7687472673995499,0.6495397235299631,1.006649990957007,7.098579794570063,5.401297107010278,1.6570581366736246,0.725407701746376,0.591013011304968,Sales,1
+20,m4_daily/D/short,YingLong_50m,360999.3035249586,360344.2695596336,193.09807170739128,3.708535578366285,0.0435554471905981,0.0339308457044369,31.566226549101973,600.8321758402745,0.0928119668942469,0.0298283157249116,0.023740030190624,Econ/Fin,1
+21,ett2/15T/short,YingLong_50m,8.028053501674107,8.161034574962798,1.7920915876116073,0.7730018202384242,0.1120487116501903,0.1315044766380673,5.499145219882313,2.8333819900737187,0.1345107227002379,0.08507696295069,0.0670705947508995,Energy,7
+22,ett2/15T/medium,YingLong_50m,12.2265091765873,12.068477182539684,2.1940415736607144,0.909095213257458,0.1392216305434914,0.1669336906312004,6.4364931291520415,3.4966425577383946,0.1863424112839223,0.1169244469636455,0.0919309167813532,Energy,7
+23,ett2/15T/long,YingLong_50m,12.33646949404762,11.64891121031746,2.199874441964285,0.9193657819633304,0.1421542997484582,0.1693870132688492,6.754968759117255,3.512331062705738,0.1871784801118855,0.1172352910738002,0.0931966929661242,Energy,7
+24,us_births/W/short,YingLong_50m,2937836.285714286,3116259.714285714,1357.3392857142858,1.2339246271767508,0.0182938064847673,0.0183947086334228,7.413372415602534,1714.0117519183718,0.0232675414658539,0.0184257477104473,0.0143340729500147,Healthcare,1
+25,ett2/W/short,YingLong_50m,6623990.285714285,4113258.5714285714,1388.510602678571,0.9505465144564608,0.1422410437038966,0.1490610837936401,12.31331514823101,2573.711383530462,0.2158949276778677,0.1164747523997943,0.109217580130966,Energy,7
+26,bitbrains_fast_storage/5T/short,YingLong_50m,1625323.5851269332,1807582.7612112092,171.9134607317288,0.8170880115615706,2.188540019955796,0.6879133037170319,14.894242836302633,1274.881792609391,4.002813579976022,0.5397657564700009,0.4157287325802631,Web/CloudOps,2
+27,temperature_rain/D/short,YingLong_50m,172.66202881747603,177.03384917584646,6.184557662395261,1.4583460504277337,55.47725823619599,1.4426676192473649,18.659867846409888,13.140092420431298,1.5469362738146486,0.7280859433364272,0.5855959025173892,Nature,1
+28,saugeen/D/short,YingLong_50m,1106.04375,1263.1034375,13.639124348958331,3.030752481941585,0.3296083831787109,0.3492827606201172,29.81457571490539,33.2572360547295,1.0772097998619516,0.4417744873944299,0.3670472305631288,Nature,1
+29,saugeen/W/short,YingLong_50m,912.7845703125,931.8578125,15.276841735839843,1.2393039893169084,0.4460285186767578,0.4208316326141357,11.57681965079929,30.212324808139144,0.9119841466469698,0.4611441708771578,0.3761910558095485,Nature,1
+30,bitbrains_fast_storage/5T/medium,YingLong_50m,2870817.369644257,3254084.6308887354,298.25332927733194,1.0843732914669508,5.019108437274568,0.7493626578769188,22.878649997043716,1694.3486564589523,5.147899476017486,0.906176040954912,0.643268657087845,Web/CloudOps,2
+31,kdd_cup_2018/H/short,YingLong_50m,4438.921620014656,4562.074270052173,22.455049457146558,0.933982231959928,0.8712875178771664,0.4929287654149919,7.8220884471991505,66.62523260758385,1.3945867863972063,0.4700248544763467,0.3798612742472347,Nature,1
+32,kdd_cup_2018/H/medium,YingLong_50m,4856.280447402948,5070.645750417959,24.90104127814369,1.0303783760583116,0.9588919119228289,0.5491351752796269,8.970134709056229,69.68701778238862,1.458675491254284,0.5212238918382718,0.4193356351147657,Nature,1
+33,electricity/H/short,YingLong_50m,1963977.596036036,2063356.6875675677,202.36813837274772,1.0953413361090494,0.1902020470908761,0.1394756007306852,10.844345889803993,1401.4198500221253,0.6615702500380454,0.0955322132056848,0.0786484151989655,Energy,1
+34,kdd_cup_2018/H/long,YingLong_50m,3813.569594741067,4078.6333335286295,23.86171278584025,1.0096902984019391,0.9942768613202848,0.601537233567298,7.891046642279318,61.75410589378707,1.4490008660882356,0.5598922046171155,0.4445782346906876,Nature,1
+35,bizitobs_l2c/H/short,YingLong_50m,95.82296316964286,101.37220982142856,6.389646499875992,0.6454355930506707,0.527434936816172,0.7312637518416564,4.273780109539138,9.788920429222156,0.5276478809935692,0.3444183105108198,0.268816795141293,Web/CloudOps,7
+36,bizitobs_l2c/H/medium,YingLong_50m,129.63949032738094,134.55741257440476,7.505065336681548,0.7737421733293213,0.6573928147968812,0.8902070027584474,4.899897526602889,11.3859338803359,0.6894355906947746,0.4544431056756912,0.3582639308630035,Web/CloudOps,7
+37,bizitobs_l2c/H/long,YingLong_50m,143.0390625,121.79383680555556,7.483891369047619,0.7900304220953858,0.8887128190205733,0.8322667681981647,6.230490059681806,11.95989391675361,0.7305448388148346,0.4571376846620619,0.3770265652827749,Web/CloudOps,7
+38,restaurant/D/short,YingLong_50m,149.56512094891193,150.78612122910246,7.516571372700103,0.7169512887675535,0.747977100991174,0.4093964885705613,4.910284339555336,12.229681964340362,0.5628382998873502,0.345930030292545,0.2713240697110609,Sales,1
+39,sz_taxi/15T/short,YingLong_50m,16.772697029532967,16.85576893267323,2.7634824722532243,0.5513067916951179,1255242130478.4165,0.3971661275414174,3.967935671947546,4.095448330712154,0.3829419344286209,0.2583974300806815,0.2032656653026313,Transport,1
+40,sz_taxi/15T/medium,YingLong_50m,16.9963374732906,16.79073684561966,2.8291869073851497,0.5522790594283759,11016456208215.96,0.4117452768179087,3.994914936733256,4.122661455090704,0.3836824618143321,0.263303065115379,0.2082080492337384,Transport,1
+41,sz_taxi/15T/long,YingLong_50m,16.179738693019942,15.89880698005698,2.7589086983618234,0.5209434231991072,7478219016552.588,0.4030867791243768,3.936516157070564,4.02240459091573,0.3723066037566794,0.2553596746288545,0.2043178718052039,Transport,1
+42,jena_weather/D/short,YingLong_50m,435.4188988095238,373.4659226190476,9.950619264632936,1.0802152985573867,0.8180907067106863,0.4451001364087301,7.25892292119835,20.866693528432428,0.1256516000703413,0.059918991506165,0.0489986381024393,Nature,21
+43,kdd_cup_2018/D/short,YingLong_50m,2654.8831704235654,2825.608085643992,20.737810858434734,1.1712600846547196,0.5410068262621351,0.453783898842177,9.20092703933402,51.52555841932784,1.1542271845319196,0.4645489689929856,0.3718150430487579,Nature,1
+44,m_dense/D/short,YingLong_50m,11828.093333333334,11316.230370370373,56.79396990740741,0.8310552920904485,0.1478149323573017,0.1208352322048611,7.51145069906171,108.75703808643068,0.1882745202008855,0.0983187628383452,0.0802924636732568,Transport,1
+45,bitbrains_fast_storage/5T/long,YingLong_50m,3655905.308869216,3892526.2015919313,378.6719158481997,1.007303638308903,5.08547967450603,0.7616484369449431,18.311073355116317,1912.042182816377,5.052956632652286,1.0007168178506989,0.6903949173762876,Web/CloudOps,2
+46,m_dense/H/short,YingLong_50m,54753.804444444446,55595.96444444444,108.64254340277778,0.9371542769194656,0.3416542823024893,0.260730726453993,8.538897815674979,233.9953085949469,0.4150493695538056,0.1927048000099034,0.1575588611417751,Transport,1
+47,m_dense/H/medium,YingLong_50m,52862.44,46354.77333333333,107.02614583333332,0.8893852585453887,0.4622745488663682,0.2679356384277344,8.161983479242796,229.91833332729252,0.4000288528944082,0.1862119724331516,0.156467421056435,Transport,1
+48,m_dense/H/long,YingLong_50m,64903.02814814815,55913.53283950617,122.08861882716047,0.9842398728974996,0.5558742264659896,0.2963102213541667,8.394663164590755,254.76072724842845,0.4410284793506166,0.2113534471694824,0.1747923377750923,Transport,1
+49,bizitobs_application/10S/short,YingLong_50m,1780789.9022222222,1970887.68,599.4136111111111,1.885777229108565,0.0269266404045952,0.0274116579691569,15.091735876583115,1334.4624019515209,0.0514648808446078,0.0231169870558781,0.0176288755103418,Web/CloudOps,2
+50,bizitobs_application/10S/medium,YingLong_50m,8732044.8,6254582.613333333,1417.6616666666666,4.080549996140289,0.0554265276590983,0.056578197479248,44.76144069936248,2955.003350251908,0.1160342844698754,0.0556674012224096,0.0489637633139335,Web/CloudOps,2
+51,bizitobs_application/10S/long,YingLong_50m,12305676.515555557,8048074.524444444,1721.628611111111,4.865825362311909,0.0655826059977213,0.0675031195746527,67.58463998206184,3507.944770881599,0.1352874081569255,0.0663963339843274,0.0601136315919493,Web/CloudOps,2
+52,ett1/H/short,YingLong_50m,97.85457589285714,100.60135788690476,4.928938802083334,0.8304398933425667,0.4636341276622954,0.2600812457856677,5.630882199233684,9.8921471831376,0.4617069794873857,0.2300537390170789,0.1793112094888531,Energy,7
+53,ett1/H/medium,YingLong_50m,133.38772321428573,132.90990513392856,6.761934988839286,1.2665184884028238,4272706268616.796,0.4422677902948289,8.465435611100284,11.54936029459146,0.5531869804489171,0.3238806568550475,0.2512376460359611,Energy,7
+54,ett1/H/long,YingLong_50m,135.28277116402117,136.3495701058201,6.983536396329365,1.3444550410010925,3239410691356.6665,0.4766467543506117,9.208496499410815,11.631112206664554,0.5569887723370733,0.3344264327304795,0.2592799199082443,Energy,7
+55,ett1/W/short,YingLong_50m,1364905.7142857143,1400135.7142857143,923.1282087053572,1.733683991631802,0.850813456944057,0.5598954132625035,9.790559825487488,1168.2917932972543,0.4648911890481847,0.3673347472361833,0.2902033017798772,Energy,7
+56,electricity/H/medium,YingLong_50m,7920814.653693694,7897946.254414414,272.0144481981982,1.1566413945307807,0.2453377881846304,0.1373175527187671,9.572521634062108,2814.394189464883,1.0985507984646588,0.1061762031703422,0.086222377009911,Energy,1
+57,m4_yearly/A/short,YingLong_50m,5003386.283624968,5004212.268245263,1134.3502510083863,4.356100991573442,0.2020312156753626,0.1948036310521314,44.14944905738486,2236.82504537681,0.3586852644791607,0.1818983208525387,0.1503592848334618,Econ/Fin,1
+58,ett1/15T/short,YingLong_50m,5.336710611979167,5.779307919456845,1.1641288394019718,0.7179857460793408,0.5370524839818158,0.247701172601609,4.932365771034554,2.3101321633142917,0.4367111384796321,0.2200688076922992,0.1699979607237043,Energy,7
+59,ett1/15T/medium,YingLong_50m,9.55883308531746,9.986096230158733,1.6359509858630952,1.0279384672562828,0.7153626003996103,0.4004739040798611,7.047193897866914,3.091736257399305,0.5892879875917432,0.3118138754399848,0.2452464456609152,Energy,7
+60,ett1/15T/long,YingLong_50m,8.809058159722222,8.916981026785715,1.6117877294146823,1.0351120073786877,0.7736472612527088,0.3960380239335317,7.09317100956946,2.9680057546646066,0.5657048314328871,0.3072083348696756,0.2422142447896858,Energy,7
+61,electricity/H/long,YingLong_50m,12860407.7587988,12703120.227171171,330.4777117117117,1.3246994223916422,0.3215943027644249,0.1537320356114761,10.851398147439134,3586.1410678888246,1.414372976489062,0.1303403117524763,0.1046904349320689,Energy,1
+62,electricity/D/short,YingLong_50m,1468617804.8276756,1457061033.079928,4508.499171171171,1.4785628623154317,0.5245328362423753,0.1005155816066071,11.861664471410982,38322.54956063956,0.6297667588297139,0.0740896141505971,0.058313981731172,Energy,1
+63,solar/10T/short,YingLong_50m,26.09515710538321,27.7849409785584,2.5307373046875,1.1219539696809864,3.741759049011934,1.5730944926769048,7.540801049475076,5.1083419135158925,1.4860161094427018,0.736191207871765,0.5696661614103602,Energy,1
+64,solar/10T/medium,YingLong_50m,35.16942324706923,32.85600116124751,2.838931773252599,1.2271129636096665,2.4403789970388856,1.5303478816768263,9.623389839344616,5.930381374504445,1.315975128083644,0.6299702106829513,0.5363962280170552,Energy,1
+65,bitbrains_rnd/5T/short,YingLong_50m,1413526.150639543,1617651.6682116392,128.62127531770662,1.8033149761164065,1.1654302492101956,0.6559372417056644,55.5143854083498,1188.9180588415431,4.864709455863586,0.5262811256083998,0.4295090572542891,Web/CloudOps,2
+66,electricity/15T/short,YingLong_50m,147501.08966216215,149329.09209459458,56.5797974732545,1.0781102571023975,0.1780705432119419,0.1734740378651663,10.355844945135749,384.05870601011264,0.7570554129580094,0.1115299334994566,0.0931792249724961,Energy,1
+67,solar/10T/long,YingLong_50m,39.365362524077455,41.476229692568936,3.161267119544556,1.362179537472376,1.9718213520460528,1.5801417159006357,10.068966022347482,6.27418221954682,1.3560639744786465,0.683257244452153,0.5594268831323339,Energy,1
+68,hospital/M/short,YingLong_50m,3306.233811386354,3063.4567579313343,19.830595053780964,0.8277984503138229,0.2061077119577765,0.186392229155632,5.845252568523061,57.49985922927424,0.2087378412843228,0.071989664990386,0.0578865357962606,Healthcare,1
+69,loop_seattle/D/short,YingLong_50m,18.65639834881321,18.91279831011352,3.120340113841589,0.9369963193505348,0.0582251644232939,0.057477707365841,6.617972802598223,4.319305308589937,0.0771917626602223,0.0557646510904927,0.0438613585539295,Transport,1
+70,saugeen/M/short,YingLong_50m,352.7041248139881,365.5207868303572,12.7148684547061,0.7450967247924493,0.402371951511928,0.3969873700823103,6.10345306099761,18.780418653852955,0.5638445087169407,0.3817384952583827,0.3148663600775754,Nature,1
+71,ett1/D/short,YingLong_50m,40004.263492063496,39826.63492063492,133.8670386904762,1.6953082577971474,1.4413104344928076,0.4696768624441964,11.177447030439016,200.01065844615252,0.5253346288301407,0.3516062175355745,0.2713516288121217,Energy,7
+72,bitbrains_rnd/5T/medium,YingLong_50m,2108276.8289839784,2271763.29469824,162.83312770682485,4.562232492964939,0.9072726409906402,0.7263479851234265,162.53609101742742,1451.990643559379,6.109264008470763,0.6851218848404009,0.6379403883415798,Web/CloudOps,2
+73,m4_hourly/H/short,YingLong_50m,610484.0450885668,701484.5732689211,214.16810084541063,0.9642894045509044,0.1272972094647934,0.1155495021654211,7.699171827419456,781.3347842561259,0.1066694442327237,0.0292386730373303,0.0240692645292731,Econ/Fin,1
+74,ett2/D/short,YingLong_50m,115713.23174603174,111845.38412698412,200.70328621031743,1.310885593087438,0.4282265314980158,0.1362759786938864,12.50183286594022,340.1664765170603,0.1946862495004617,0.1148677860757533,0.0940236788229717,Energy,7
+75,bitbrains_rnd/5T/long,YingLong_50m,2403903.1805204945,2571618.586995048,204.93930604546205,3.5096062818253326,2.5363544050581006,0.7185924567258016,118.96630136303492,1550.452572805919,5.939434753250842,0.7850763435031533,0.6614450212712936,Web/CloudOps,2
+76,us_births/M/short,YingLong_50m,49769536.0,40883354.66666666,5374.541666666667,0.6073190193919541,0.0167430688937505,0.0168678288658459,4.00501332323018,7054.752724227831,0.0219120138627552,0.0166932897735045,0.0128850775476625,Healthcare,1
+77,electricity/W/short,YingLong_50m,78800425941.56396,79297323436.05045,35512.92972972973,1.7377926176399563,0.2567041640255809,0.1087707746427741,13.061693300587018,280714.1356283363,0.6404970215356374,0.0810287863380408,0.0631888170242435,Energy,1
+78,loop_seattle/5T/short,YingLong_50m,55.46593369049923,56.872313596491225,4.197359930300245,0.6588380813048039,0.12175173725014,0.0874300621119323,5.350901955219515,7.4475454809285475,0.1277089665819101,0.0719754582826837,0.0574285432218288,Transport,1
+79,electricity/15T/medium,YingLong_50m,293482.7428468469,291231.64663063065,60.58548001126126,0.9499317309341716,0.1648060511921295,0.1467763945386848,8.37699985883902,541.7404755478834,0.9334733917053883,0.1043948829132895,0.0849946371244059,Energy,1
+80,loop_seattle/5T/medium,YingLong_50m,126.56000669182148,129.6099725877193,7.018233570772058,1.0945748166882907,0.2608085923642689,0.1530180621860689,7.923993573446473,11.249889185757407,0.2001586400067423,0.1248687932458795,0.0994782709867671,Transport,1
+81,loop_seattle/5T/long,YingLong_50m,131.4119894507511,133.67282536406375,7.0721103514505215,1.1035848649746882,0.2718466672579119,0.1531503306046468,8.383921989740612,11.463506856575394,0.2026771456417622,0.1250363573406324,0.1004954530569604,Transport,1
+82,bizitobs_l2c/5T/short,YingLong_50m,21.605775669642856,21.62736235119048,2.78084222702753,0.2877068481078589,0.1540279500589987,0.2104753351041046,2.612555731886186,4.648201337038108,0.1596380484130131,0.0955053780759954,0.0779665012791904,Web/CloudOps,7
+83,bizitobs_l2c/5T/medium,YingLong_50m,142.88671343537416,149.1109056122449,8.69811330782313,0.8418890347772198,0.5265403205971789,0.8457501422146139,5.890603479443451,11.953523055374683,0.6289310968819162,0.4576486712871379,0.3589505826234094,Web/CloudOps,7
+84,bizitobs_l2c/5T/long,YingLong_50m,266.64021825396827,306.94638888888886,12.69935763888889,1.187276933414684,0.8327570502377598,1.064004944329774,7.577885517520446,16.329121784528656,0.9168557761203632,0.7130499458498359,0.5499149616032214,Web/CloudOps,7
+85,electricity/15T/long,YingLong_50m,361712.035003003,339027.2284084084,65.0468125,1.004045441403098,0.1701865799081604,0.1494019458655707,8.851890312349786,601.4250036396916,0.948821650556743,0.1026193184955768,0.083771915015824,Energy,1
+86,solar/D/short,YingLong_50m,121799.3498783455,129854.88661800486,253.6771593673966,0.989843435216182,1.0813892373783456,0.4291314118099908,5.553985313786724,348.99763592085475,0.5041827137837863,0.3664770917354322,0.2884009884155804,Energy,1
+87,bitbrains_rnd/H/short,YingLong_50m,2060177.1368654363,2117281.9518349604,184.44738075955843,5.867890053533356,2.520784680684783,0.5681762230904476,198.2342075690009,1435.3317166653276,6.28171412933239,0.8072320177857726,0.6792077052027463,Web/CloudOps,2
+88,m4_monthly/M/short,YingLong_50m,2155715.8595555555,2111149.437962963,619.4549046585648,1.0533479404780126,0.1806442969640096,0.1456027859935054,9.55228028430166,1468.235628077304,0.3051497687522639,0.1287439953739253,0.1047997367605427,Econ/Fin,1
+89,covid_deaths/D/short,YingLong_50m,1793368.2847117796,1472458.105263158,194.51929824561404,43.57945993519842,0.1186095936102697,0.1703691975257426,890.1879936255372,1339.167011508191,0.5038681052161073,0.0731888326046813,0.0593550539782383,Healthcare,1
+90,loop_seattle/H/short,YingLong_50m,61.95739851515398,62.46728178806149,4.4340315614646135,0.8965250597533395,0.13190690814934,0.1018883100798372,7.382973603801189,7.871302212159941,0.1393300535881994,0.0784868676641886,0.0634633846793447,Transport,1
+91,loop_seattle/H/medium,YingLong_50m,69.45846233230134,66.83237229102167,4.966542505159959,1.0132323030102617,0.1342672909007353,0.1121721612164602,7.526380705270291,8.334174364164776,0.1473055823432752,0.0877830729221292,0.0696447769590137,Transport,1
+92,loop_seattle/H/long,YingLong_50m,65.69606553147575,62.03056415548676,4.751472738218094,0.9835414056424908,0.1565596815069229,0.110881079748237,7.709076965029921,8.105310946007917,0.1448527580736363,0.0849151791494899,0.0681958697173843,Transport,1
+93,solar/W/short,YingLong_50m,5121434.627737226,5059590.072992701,1883.7143020072992,2.080787091174768,0.4297032043011519,0.3356885144310276,11.17355031713386,2263.0586885313483,0.4619468575887953,0.3845131842215099,0.3045864028182746,Energy,1
+94,sz_taxi/H/short,YingLong_50m,7.290910248063568,7.258826622596154,1.862273387419872,0.5666622235072498,1.1346744635166266,0.2970678867437901,4.108246478491044,2.7001685591946973,0.25153736372616,0.173482257918256,0.13685702572313,Transport,1
+95,m4_quarterly/Q/short,YingLong_50m,2202503.0186666665,2156719.5866666664,647.456951171875,1.4015457984951658,0.1313249570528666,0.1182681825955708,11.334767466026577,1484.083224979875,0.2484093980052535,0.1083728922797461,0.0875069168020507,Econ/Fin,1
+96,us_births/D/short,YingLong_50m,390455.28,379573.06666666665,410.8233333333333,0.6041797786177266,0.038495709101359,0.0388207817077636,4.469942328335667,624.8642092486975,0.0585759491364682,0.0385113538609314,0.0307806063870929,Healthcare,1

results/YingLong_50m/config.json

@@ -0,0 +1,6 @@
+{
+    "model": "YingLong_50m",
+    "model_type": "pretrained",
+    "model_dtype": "bf16",
+    "model_link": "https://huggingface.co/qcw2333/YingLong_50m"
+}

results/YingLong_6m/all_results.csv

@@ -0,0 +1,98 @@
+,dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
+0,car_parts/M/short,YingLong_6m,1.4256717159372094,1.3781951381277402,0.6313851595843505,1.1116554622469257,0.6382586963869232,1.7779277178192112,16.78015743895224,1.1940149563289435,2.8631253826976617,1.5139968449160262,1.2105464409696856,Sales,1
+1,hospital/M/short,YingLong_6m,4015.826162538027,3838.0612777053457,21.013732140916996,0.8359615058789307,0.2085148737980769,0.1878369135319901,5.688476650672462,63.370546490763566,0.2300497993002959,0.0762847273578859,0.0619081969301056,Healthcare,1
+2,bizitobs_application/10S/short,YingLong_6m,2320305.635555556,1858212.6933333331,613.4881944444444,2.149902125424402,0.0298106257120768,0.0304501024881998,25.748018490394287,1523.254947655039,0.0587458547070207,0.0236597874773274,0.0198596027188103,Web/CloudOps,2
+3,bizitobs_application/10S/medium,YingLong_6m,11444406.613333331,8742759.253333334,1521.3734375,4.596128402307508,0.0628451538085937,0.0632885360717773,46.49517702247203,3382.9582636109085,0.1328388143709146,0.0597398572210546,0.0523605555669505,Web/CloudOps,2
+4,bizitobs_application/10S/long,YingLong_6m,13244051.91111111,10289149.724444443,1901.4120833333332,5.507461199402938,0.0754376898871527,0.0766571892632378,69.45892650247822,3639.23782008144,0.1403508562712475,0.0733298638928626,0.064830209163392,Web/CloudOps,2
+5,ett2/15T/short,YingLong_6m,8.20115269252232,8.28952404203869,1.8478413899739583,0.7985663190479825,0.1153554605776208,0.1349930536179315,5.37556537228766,2.8637654744273875,0.1359531347904118,0.0877236043962933,0.0688702376315566,Energy,7
+6,ett2/15T/medium,YingLong_6m,12.236853918650796,12.131070188492064,2.207648499503968,0.921881067240266,0.1424043299788135,0.1685027785528274,6.493926040291256,3.498121484261345,0.1864212259553815,0.1176495846721545,0.0928659678493093,Energy,7
+7,ett2/15T/long,YingLong_6m,12.351812996031748,11.778629712301589,2.236570560515873,0.94641495562293,0.1467957712771317,0.1739019290984623,6.895564035671887,3.514514617416144,0.1872948456949237,0.1191908936562061,0.0946459018278231,Energy,7
+8,jena_weather/H/short,YingLong_6m,1093.234857978279,1123.939640768588,8.614744869987469,0.5534368630739412,1.9122423732753688,0.6048327551283558,4.840350400390098,33.06410225574375,0.2026808182663901,0.052807831463258,0.0463518219474755,Nature,21
+9,jena_weather/H/medium,YingLong_6m,1481.1103174603174,1477.3252976190477,11.698043774801588,0.9287345089526038,4.576984468393407,0.6886579995473037,6.47764261574141,38.48519608187436,0.2354977402936103,0.071582404542275,0.0615594287683964,Nature,21
+10,jena_weather/H/long,YingLong_6m,1238.1851851851852,1178.522222222222,11.791174768518518,1.0847386146010818,3.86556487963336,0.6651762179768127,11.902302009548809,35.1878556491467,0.2118698765364644,0.0709959358517055,0.0640282769833356,Nature,21
+11,bizitobs_service/10S/short,YingLong_6m,14452.285291005292,12271.09417989418,34.80434854497354,1.3457522148879075,0.1474375310019841,0.0980934490224041,15.064629365476948,120.21765798336487,0.0890610842960005,0.025784174069172,0.0217088115020862,Web/CloudOps,2
+12,bizitobs_service/10S/medium,YingLong_6m,99495.53777777778,100139.45904761904,80.52168650793651,2.56449512959571,0.1497442626953125,0.1331268310546875,25.507747086169825,315.42913273472027,0.2373993984182764,0.0606025187682515,0.0528472399110938,Web/CloudOps,2
+13,bizitobs_service/10S/long,YingLong_6m,158795.78412698413,156422.89439153438,106.1684126984127,2.8186576443050546,0.1849508876901455,0.1412263609871031,32.81866787443415,398.4918871532821,0.2952155294685723,0.0786529542458256,0.0703410124367075,Web/CloudOps,2
+14,m4_weekly/W/short,YingLong_6m,386603.2243411185,352563.78144418256,314.4123098350118,3.007684597800195,0.0753146887387508,0.0726404674359197,26.088581357810188,621.7742551289161,0.1132776334380136,0.0572810502977567,0.0460643184049049,Econ/Fin,1
+15,loop_seattle/H/short,YingLong_6m,66.51445255214274,67.7222079361523,4.7398130066604205,0.9552631427715462,0.1485241628937651,0.1089159061257218,8.08626601773549,8.155639309836031,0.1443631093632809,0.0838995101974141,0.0683763311341952,Transport,1
+16,loop_seattle/H/medium,YingLong_6m,75.21790505675955,70.65750773993808,5.423755563080495,1.0987527117909544,0.1504415695143189,0.1207601793287216,8.391361001844356,8.672825667379666,0.1532912055438018,0.0958642616288985,0.0767024007197392,Transport,1
+17,bitbrains_fast_storage/H/short,YingLong_6m,2707360.0128867524,2258208.1280449666,283.7603740928292,1.2550857824673614,3.7548346359841647,0.5633419689119171,22.842427385021125,1645.4057289576797,4.689940689387193,0.8088092201652473,0.626181025860868,Web/CloudOps,2
+18,us_births/W/short,YingLong_6m,3451126.285714286,3316488.285714286,1418.0,1.2886437559112136,0.0190166447843824,0.0192207012857709,8.768189706544595,1857.7207232827773,0.0252183766608251,0.0192492109588244,0.015425635124951,Healthcare,1
+19,loop_seattle/H/long,YingLong_6m,77.03095115239078,77.21209150326797,5.328770532335741,1.0925809377147078,0.1867445497936016,0.122045201372764,8.66671102574153,8.776727815785948,0.1568518764359512,0.0952322636222274,0.0776206161634525,Transport,1
+20,us_births/D/short,YingLong_6m,291700.4266666667,278277.17333333334,360.48333333333335,0.5302691111278264,0.0340310351053873,0.0339402770996093,4.642845159482257,540.0929796494921,0.0506293342403947,0.0337923873464703,0.0276366354815189,Healthcare,1
+21,m4_daily/D/short,YingLong_6m,487054.95204298897,453533.78647470346,259.19196534185,4.848722708823648,0.0514984758713499,0.0418586928208943,44.35645812622036,697.8932239554908,0.1078052165014137,0.0400379957563352,0.0323670658642097,Econ/Fin,1
+22,electricity/W/short,YingLong_6m,121555547433.05225,148941582800.95135,38160.5963963964,1.789992584226223,0.2676569298852848,0.1128648620468002,13.950345574134747,348648.17141790985,0.7955000729021929,0.0870698879385118,0.0705048804977863,Energy,1
+23,ett2/W/short,YingLong_6m,6308226.285714285,5570140.571428572,1630.1685267857142,1.0456053839619526,0.1521472930908203,0.160482747214181,12.255732843150977,2511.6182603481534,0.210686266588469,0.1367461473906063,0.1208295737805687,Energy,7
+24,bitbrains_rnd/5T/short,YingLong_6m,1411730.3493651769,1572914.8245244725,133.84738430405437,1.8703412026772617,1.2843956277336963,0.6748114196869792,56.965790015981455,1188.1625938250947,4.861618311119202,0.5476648548016729,0.4486004945457798,Web/CloudOps,2
+25,bitbrains_rnd/5T/medium,YingLong_6m,2120893.5838062745,2242790.2817224977,184.4575629429833,4.716103863100836,1.737886768178811,0.763055867398377,163.4471494050614,1456.3288034665368,6.127516856243132,0.7761068953001928,0.67858376583898,Web/CloudOps,2
+26,bitbrains_rnd/5T/long,YingLong_6m,2554275.375110407,2890143.4071811587,235.6223082051662,3.66585199150068,3.708038489884353,0.7385314958387462,119.27105109574332,1598.210053500605,6.1223829101573015,0.9026160171170392,0.7269553805930001,Web/CloudOps,2
+27,bitbrains_fast_storage/5T/short,YingLong_6m,1660855.3978340656,1746959.7239333368,182.2329702517244,0.839242730401285,2.3897731391605705,0.6932475103115835,15.5882633909942,1288.74178865825,4.046330540312583,0.5721664645864641,0.4380864950051189,Web/CloudOps,2
+28,bitbrains_fast_storage/5T/medium,YingLong_6m,2883905.47595491,3269161.232629103,320.7089593357298,1.1248485031990805,5.561914312475275,0.7682795851990999,23.09546434583923,1698.20654690615,5.159620813379753,0.9744024510096536,0.6903823536588576,Web/CloudOps,2
+29,temperature_rain/D/short,YingLong_6m,173.95016437325032,183.78863917195116,6.196907171296386,1.4494874376699838,44.49994781273643,1.4786377054508604,19.25694551667524,13.18901680843763,1.5526959677391374,0.7295398070286827,0.5965084148536008,Nature,1
+30,covid_deaths/D/short,YingLong_6m,2521502.73283208,1429387.8696741855,190.8111058897243,43.99552852963286,0.1187168827274223,0.1744953259505021,990.3348606461624,1587.9240324499406,0.5974641449363226,0.0717936071846385,0.0645705954238884,Healthcare,1
+31,bitbrains_fast_storage/5T/long,YingLong_6m,3557613.766486999,3612921.949718246,375.43088978436447,1.0492137198460367,5.260199865673104,0.7790442698512434,17.98245515654289,1886.163769794924,4.984567713257915,0.992151753600007,0.7163534024934399,Web/CloudOps,2
+32,m_dense/H/short,YingLong_6m,58425.37333333334,58457.79555555555,115.704453125,0.9912151708333264,0.3735685572615229,0.2771017711118441,8.980336145676718,241.71341157108623,0.4287393610054854,0.2052308681420126,0.1681412299803744,Transport,1
+33,m_dense/H/medium,YingLong_6m,63860.333333333336,58787.55111111111,130.19722222222222,1.0937945539709597,0.5707514801886628,0.3245477973090278,8.963314518927264,252.7060215612864,0.4396765515030423,0.2265267179953562,0.1823752116213765,Transport,1
+34,m_dense/H/long,YingLong_6m,76637.2661728395,70293.0962962963,145.43271604938272,1.1986693071260404,0.6752887811929162,0.3559894627700617,9.28459470404453,276.8343659534334,0.4792412110261316,0.2517655303462199,0.1996784596665274,Transport,1
+35,electricity/H/short,YingLong_6m,2086959.0506306307,2143283.6264864863,218.35821860923423,1.1828402007772778,0.2308749496262992,0.1515115087414799,11.424128323613807,1444.631112301902,0.681969051717956,0.1030806729909616,0.0844180273551706,Energy,1
+36,solar/10T/short,YingLong_6m,30.63052530033455,32.533699247262774,2.694103083181265,1.184814199998189,2.774939421239352,1.6279012530401566,9.084060634000648,5.534485098031664,1.6099811156698989,0.7837142951441862,0.6442934399924607,Energy,1
+37,electricity/H/medium,YingLong_6m,8272421.735495496,7590927.824144145,300.43863738738736,1.2885369002786058,0.2831753755766807,0.1536465776676589,11.089191636103468,2876.181798060668,1.1226685382653605,0.117271100909394,0.0949288107500603,Energy,1
+38,solar/10T/medium,YingLong_6m,54.561721687679714,60.905640345056405,4.133981955734351,1.7762782629536509,1.6602498323897497,1.6801763122034226,11.411678287324456,7.38659066739722,1.6391137408834482,0.9173469782367212,0.7501030995299636,Energy,1
+39,m4_monthly/M/short,YingLong_6m,2213308.539185185,2133837.343148148,614.0911432291666,1.050113930620086,0.175333191341824,0.143268569946289,10.907367839620989,1487.7192407121663,0.3091991323396145,0.1276292216083775,0.1049130441022329,Econ/Fin,1
+40,jena_weather/D/short,YingLong_6m,456.9145833333333,381.391121031746,10.172071087549604,1.2265688762946565,0.8045389398100412,0.4825322711278522,8.080186964146192,21.375560421503184,0.1287158104709992,0.061252493426345,0.0515118234851049,Nature,21
+41,kdd_cup_2018/D/short,YingLong_6m,2804.9000598444045,3063.910100405612,22.16047858900193,1.235084621197566,0.529840773364253,0.48696614713204,9.390973827828384,52.9613071953894,1.1863894806491615,0.496418235810306,0.3931704265712783,Nature,1
+42,saugeen/D/short,YingLong_6m,1239.9059375,1419.1428125,14.692249348958333,3.264783412067605,0.3566678873697916,0.3851711018880208,34.43539381044104,35.212298100237646,1.1405347253396367,0.4758854570676986,0.3974965662985171,Nature,1
+43,ett1/15T/short,YingLong_6m,4.8676272437686015,4.990239606584821,1.1404894147600446,0.7283943219594146,0.4423740879988088,0.2559108007521856,5.036526940554215,2.2062699843329696,0.41707686337269,0.2155999724402206,0.1682085004302174,Energy,7
+44,ett1/15T/medium,YingLong_6m,9.993009052579366,10.509025297619049,1.7060029141865078,1.077458748159638,0.718713344201674,0.4138988095238095,7.440758873505662,3.1611721010693747,0.6025225280494372,0.325165842241755,0.2547738538940717,Energy,7
+45,electricity/H/long,YingLong_6m,12435422.78918919,11308260.072168168,349.5649129129129,1.447709422068271,0.3546584281847244,0.1710208984494093,12.161615080735844,3526.3894834787025,1.3908069692706584,0.1378682982607375,0.1097024346345031,Energy,1
+46,ett1/15T/long,YingLong_6m,8.801176215277778,8.903399057539682,1.655717540922619,1.0939685705011315,0.7376511119753871,0.4196805245535714,7.341803746068504,2.966677639258734,0.5654516913233636,0.3155814003783656,0.2463456125350392,Energy,7
+47,hierarchical_sales/W/short,YingLong_6m,593.9550450211865,536.1059984110169,10.393634343551376,0.7924142448297052,0.6735013868940373,0.5134435104111493,6.942178945762895,24.371192933896086,1.118893388432303,0.477176836617141,0.4238735763580704,Sales,1
+48,us_births/M/short,YingLong_6m,70465296.0,59346416.0,6786.041666666667,0.7683487106292306,0.0210015053550402,0.0212315022945404,4.335564397122846,8394.360964361731,0.0260728279232775,0.021077399150019,0.0166777022892018,Healthcare,1
+49,sz_taxi/15T/short,YingLong_6m,16.908707205338064,17.10427457741911,2.7716585748507137,0.553238366544088,1046035122388.7012,0.3983898279285547,4.012979207869956,4.112019844959174,0.3844914418841482,0.2591619306412892,0.2040290328973894,Transport,1
+50,sz_taxi/15T/medium,YingLong_6m,16.695684762286326,16.662596821581197,2.7991895365918804,0.5460415234734954,11066967960346.691,0.4087407038762019,3.838801948937468,4.086035335418225,0.3802737900338029,0.2605113090618455,0.2046726696245767,Transport,1
+51,sz_taxi/15T/long,YingLong_6m,15.90224915420228,15.79834290420228,2.7299501424501424,0.5143364474420461,8393565261042.143,0.4010567602608618,3.6545857891035154,3.987762424493501,0.3691001865413246,0.252679322278043,0.1992851416979396,Transport,1
+52,saugeen/W/short,YingLong_6m,911.599609375,960.18984375,15.580357360839844,1.2639585670474955,0.4376567840576172,0.4278181076049804,11.711795701281426,30.19270788410672,0.911391993483082,0.4703060423987124,0.3854927856982198,Nature,1
+53,m_dense/D/short,YingLong_6m,13341.748148148148,12546.767407407408,64.25738425925925,0.9290418115872155,0.1582925851650817,0.1377927879050925,7.827893388393261,115.5064853077443,0.1999588117150047,0.1112390370649989,0.0872931534659928,Transport,1
+54,bizitobs_l2c/H/short,YingLong_6m,114.42757936507935,126.6770755828373,6.601813422309028,0.6749339592467777,0.5073041298406588,0.7045015169432383,4.831414432867954,10.697082750221172,0.5766001559393172,0.3558546509988396,0.2866723190263739,Web/CloudOps,7
+55,bizitobs_l2c/H/medium,YingLong_6m,134.3912388392857,144.24291294642856,7.931118629092261,0.8366655400172881,0.7647520299463647,0.9057084583100818,4.982667404934468,11.592723529839123,0.7019570180676354,0.480241279668949,0.3697913207905763,Web/CloudOps,7
+56,bizitobs_l2c/H/long,YingLong_6m,163.82595486111111,163.56238839285714,8.791390749007936,0.9157663167342724,0.98063049475104,0.890716068328373,6.1518163495244025,12.799451350003684,0.7818274299497194,0.5370035204656358,0.4142741912553321,Web/CloudOps,7
+57,electricity/D/short,YingLong_6m,1533642808.236973,1485540612.298955,4602.094126126126,1.5200583704182054,0.4938796391668024,0.102420258687438,12.38869562345204,39161.751853523776,0.6435576395005285,0.0756276900902348,0.0594639002034952,Energy,1
+58,electricity/15T/short,YingLong_6m,169974.29711711712,168176.98011261263,62.85628994228603,1.166133278671916,0.1918052702106809,0.1839524637051659,10.652215801644042,412.2793920597016,0.8126839478587841,0.1239021373415051,0.1025828727259494,Energy,1
+59,solar/10T/long,YingLong_6m,62.130653449412,74.06619874036902,4.560471019141575,1.9646781716857096,1.5017374238717625,1.7485805326707158,12.36408185977238,7.882300010112023,1.7036328728937742,0.9856727521309536,0.7950374809879271,Energy,1
+60,ett1/H/short,YingLong_6m,96.08734188988096,97.44706101190476,4.944199335007441,0.8355688178660703,0.4380381992885044,0.2681375231061663,5.863344281192608,9.802415104956582,0.4575188162895408,0.230766010522073,0.1821882587743685,Energy,7
+61,ett1/H/medium,YingLong_6m,144.43982514880952,144.67147507440475,7.006554594494047,1.3020510597474362,4901045378767.825,0.4599154881068638,8.750688141923838,12.018312075695553,0.5756486591175269,0.3355973560971806,0.2617993112689566,Energy,7
+62,ett1/H/long,YingLong_6m,150.16276455026454,154.31660052910053,7.399727182539682,1.4042094601479322,3797929727094.4585,0.4959285675533234,8.927667085037163,12.254091747259956,0.5868219132561785,0.3543569080754304,0.2741528388126436,Energy,7
+63,ett1/D/short,YingLong_6m,40297.57777777778,40178.444444444445,135.17145337301588,1.7178217424849256,1.3497804671999007,0.4811476934523809,10.745280435240572,200.7425659340285,0.5272570081246664,0.355032305967142,0.2731873254716103,Energy,7
+64,ett2/D/short,YingLong_6m,111597.38412698412,104680.0507936508,196.2031498015873,1.3196671681082288,0.4579360235305059,0.1361082410055493,13.11068159392628,334.06194654133253,0.1911924659327621,0.1122922392769428,0.0934227546884637,Energy,7
+65,loop_seattle/D/short,YingLong_6m,19.58421536377709,19.838204656862747,3.15921617002064,0.9511760644378504,0.0582751578221749,0.0583228395696271,8.306610462454897,4.425405672226795,0.079087918060891,0.0564594182086612,0.0455482690902607,Transport,1
+66,saugeen/M/short,YingLong_6m,422.8811383928572,431.0413876488095,13.497557140531994,0.7908826313922438,0.4121134621756417,0.4043764840988886,6.196140045153902,20.564073973628307,0.6173951923324396,0.4052371576509418,0.330658762144861,Nature,1
+67,m4_hourly/H/short,YingLong_6m,1257200.1288244766,1117143.085346216,255.2020933977456,1.162580452863786,0.1515378230243873,0.1439845012965793,9.289869046444084,1121.249360679629,0.153075286752863,0.0348407187524388,0.0274400106343165,Econ/Fin,1
+68,ett1/W/short,YingLong_6m,1530810.5714285714,1635119.4285714286,958.4317801339286,1.616038709138826,0.8329011372157505,0.5475828647613525,10.051207219177323,1237.2592983803238,0.4923350054198341,0.3813828809243914,0.3001318502614921,Energy,7
+69,kdd_cup_2018/H/short,YingLong_6m,4400.338209159561,4512.022298842,22.4222406458294,0.9355944265482335,0.8910455518531085,0.4936754558677208,7.899186291474847,66.33504510558171,1.388512636408817,0.469338106633982,0.3778594455561658,Nature,1
+70,kdd_cup_2018/H/medium,YingLong_6m,4861.196719513105,5068.561403816703,25.01046982575156,1.0362150684167428,0.9895599268400797,0.5509716319720219,9.123059247672622,69.72228280480427,1.4594136520413743,0.5235144295240369,0.4199486741754273,Nature,1
+71,kdd_cup_2018/H/long,YingLong_6m,3808.0005624527626,4054.502235163844,23.896696175907103,1.0145360063015778,1.045777418031586,0.6001156763201528,8.031144110772448,61.70899903946557,1.4479424770138187,0.5607130563122684,0.443385552750686,Nature,1
+72,restaurant/D/short,YingLong_6m,155.43575464649294,158.31785280657513,7.730971852526385,0.7359646030201444,0.7514430906766602,0.4180397097109368,5.113213956181143,12.467387643227148,0.5737780659882443,0.355797237135071,0.2792917209108109,Sales,1
+73,bizitobs_l2c/5T/short,YingLong_6m,25.520079985119047,23.281775483630952,3.0645804268973214,0.3140058967085348,0.1640628778096951,0.2186434474080827,2.8339294917401223,5.0517402927228,0.1734972095536489,0.1052500963450835,0.0862905443981476,Web/CloudOps,7
+74,bizitobs_l2c/5T/medium,YingLong_6m,151.3609906462585,147.68826530612245,8.864945392219388,0.855587909665183,0.5131953472364185,0.7810369997608418,8.138101425179208,12.30288546017797,0.6473126969712253,0.4664264922984302,0.3777525911006123,Web/CloudOps,7
+75,bizitobs_l2c/5T/long,YingLong_6m,255.129126984127,270.9380357142857,12.081734871031744,1.1310586877828337,0.7863878990967644,0.9703994605654762,12.098654228981454,15.972762033666156,0.8968467088682183,0.6783713507823539,0.5570813152362109,Web/CloudOps,7
+76,m4_yearly/A/short,YingLong_6m,5946464.286933055,6271486.670264937,1350.404881605293,5.270358387025677,0.2338295769959213,0.2302942916654481,50.81537036373012,2438.5373253106163,0.3910307635723022,0.2165436823562338,0.177432191591014,Econ/Fin,1
+77,electricity/15T/medium,YingLong_6m,323643.0010810811,297403.4505765766,65.74022888513514,1.029878923600594,0.1769668669185374,0.1593413279700174,8.818135834764806,568.8963008150793,0.980265613185778,0.1132770342973414,0.0919811912232511,Energy,1
+78,loop_seattle/5T/short,YingLong_6m,59.32077467911507,61.91805824303405,4.440177182098168,0.6930516664203245,0.136395591405154,0.092089331974309,5.74872904092521,7.701998096540603,0.1320722673052282,0.0761392381984669,0.0606622336274395,Transport,1
+79,loop_seattle/5T/medium,YingLong_6m,143.55213412667698,152.0149394511094,7.543936413586816,1.1698861469748054,0.294770224052563,0.1614691643965871,8.945093428100222,11.981324389510409,0.2131723749172696,0.1342221268057066,0.1073335596907305,Transport,1
+80,electricity/15T/long,YingLong_6m,427130.7330570571,377739.4658858859,71.10913194444444,1.0776169606145911,0.1803762871579164,0.1602488576761639,9.394873488037192,653.5523950358204,1.0310589989283163,0.1121833703834594,0.0910301376974757,Energy,1
+81,solar/D/short,YingLong_6m,121620.9907542579,124691.05206812652,252.89779501216543,0.9876464983558,1.03813322118309,0.4334201190883516,5.563061242944722,348.7420117425744,0.5038134239128848,0.3653511756970328,0.2886610173572294,Energy,1
+82,sz_taxi/H/short,YingLong_6m,7.401238857171474,7.458362025073451,1.872837686131143,0.5705636704225204,1.1252373589409723,0.2969712803506443,4.165126290372363,2.7205217986944112,0.2534333935831153,0.1744663875343128,0.1380375211958415,Transport,1
+83,hierarchical_sales/D/short,YingLong_6m,28.1761290822654,29.048646134766432,2.31473781779661,0.7547697733321663,0.6108387172504037,1.0257519410138487,7.139694087114035,5.308119166170386,1.628472176307393,0.7101359283250264,0.5806447906103447,Sales,1
+84,jena_weather/10T/short,YingLong_6m,1294.21875,1514.3083333333334,8.747539992559524,0.3614230021215637,0.408061852448748,0.6081725513985363,3.290174630413293,35.97525191016736,0.2234514029149214,0.0543331868327899,0.04751797037363,Nature,21
+85,jena_weather/10T/medium,YingLong_6m,2153.5473304473303,2340.593217893218,12.827224251443,0.6620934052029728,0.9885680672350696,0.6976142815589148,6.9173921247698535,46.40632856030878,0.2847948450432316,0.0787204559455066,0.0684501072410684,Nature,21
+86,jena_weather/10T/long,YingLong_6m,2293.6833333333334,2528.382804232804,13.373459201388888,0.6617058281251397,0.905035600700856,0.681582378917909,7.5457536312034845,47.89241415227816,0.2930618943803265,0.0818344900199733,0.0709459708477972,Nature,21
+87,loop_seattle/5T/long,YingLong_6m,149.38093337919963,156.49258112601763,7.589826568054122,1.1776338798942303,0.3043673048532278,0.1606137316266053,9.674586819463173,12.22214929458807,0.2160900990968317,0.1341896859290376,0.1086805463172179,Transport,1
+88,m4_quarterly/Q/short,YingLong_6m,2223853.2213333333,2197359.973333333,665.29750390625,1.4687421750313596,0.1341299676895141,0.1230659607251485,13.812310096535851,1491.2589383917648,0.2496104860701967,0.1113590866455555,0.0906396630489106,Econ/Fin,1
+89,bitbrains_rnd/H/short,YingLong_6m,2075879.546822386,1939742.5855675377,183.50577021439835,6.06972423368074,2.442471223785261,0.6024472826633097,206.0600628480097,1440.791291902608,6.305607902813446,0.8031110691596235,0.6920231138529406,Web/CloudOps,2
+90,ett2/H/short,YingLong_6m,116.23372395833331,113.91056547619048,6.712948753720238,0.7770926335150614,0.1264926730156087,0.115883799961635,5.602928147235157,10.78117451664397,0.1367352904471069,0.0851388683282542,0.068046699928005,Energy,7
+91,ett2/H/medium,YingLong_6m,283.94916294642854,275.0946986607143,10.345156715029765,1.128187364748504,0.1837476101249718,0.1845985775902157,7.962617794351183,16.85079116677993,0.2270752473106589,0.1394076394563621,0.1124304754724707,Energy,7
+92,ett2/H/long,YingLong_6m,318.9388558201058,306.72460317460315,10.977796378968254,1.2004794387609048,0.1982187573096972,0.1981620990410053,8.088656623438526,17.858859309040593,0.2445633330440612,0.1503324722738818,0.1201268788616959,Energy,7
+93,solar/W/short,YingLong_6m,5541395.620437956,6155899.328467153,2133.059306569343,2.3621086683270733,0.4856537867636576,0.3722002349630759,7.349534061933132,2354.016911672037,0.4805137049996196,0.4354107335853979,0.3259369901003652,Energy,1
+94,solar/H/short,YingLong_6m,660.2696087847355,673.4941573825074,12.277839972307596,0.9476317131566676,4.625272248395754,1.4195587045275764,8.772532354802598,25.695711875422628,0.9471525240179856,0.4525652830962397,0.380009302778114,Energy,1
+95,solar/H/medium,YingLong_6m,715.0728710462287,716.3605231143553,13.413013229927008,1.0211985848631435,5.368780852321784,1.42377526542029,9.668975323556722,26.74084649083175,0.9632677040409178,0.4831680426680602,0.416752720446112,Energy,1
+96,solar/H/long,YingLong_6m,721.4557177615571,720.9772100567722,14.540393096107056,1.1052415852486046,5.611037135556817,1.4333167342057556,8.586769921994845,26.85992773187517,0.9312826452913922,0.5041419277554371,0.4169607668135643,Energy,1

results/YingLong_6m/config.json

@@ -0,0 +1,6 @@
+{
+    "model": "YingLong_6m",
+    "model_type": "pretrained",
+    "model_dtype": "bf16",
+    "model_link": "https://huggingface.co/qcw2333/YingLong_6m"
+}