Add Sundial_base_128m

results/sundial_base_128m/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
+loop_seattle/5T/short,sundial_base_128m,37.38912407685113,37.79311926559275,3.4166639455946854,0.5418677171663021,0.09302349149627213,0.07274604222599813,7.18608638094916,6.114664674113466,0.10485300271420192,0.0585882453174582,0.04965148377952988,Transport,1
+loop_seattle/5T/medium,sundial_base_128m,73.50833688080495,74.1760066756966,5.1912426631836945,0.8196109744635476,0.16633652882925373,0.11945720078160273,10.00461001995478,8.57370030271673,0.1525437419054575,0.09236287169151089,0.07743672868191195,Transport,1
+loop_seattle/5T/long,sundial_base_128m,89.1548085081986,89.1674085540649,5.676028121775026,0.8928347181609574,0.1759994486189944,0.12873686830817854,11.336979324492034,9.44218240176489,0.16693971589687603,0.10035333800527821,0.08449760538340932,Transport,1
+loop_seattle/D/short,sundial_base_128m,18.429789086687308,18.52360197368421,2.9816349812951497,0.8995514672181137,0.05507054127160733,0.05483099245557598,17.340802301170243,4.292993021970489,0.07672152690732546,0.05328580486260833,0.047140832678401315,Transport,1
+loop_seattle/H/short,sundial_base_128m,60.18822434617891,59.60882590570854,4.346736920183586,0.8804201037957281,0.11585792996093326,0.0996091810639487,14.29746495628067,7.758107007909785,0.13732638336324776,0.07694166374242092,0.06656832037283406,Transport,1
+loop_seattle/H/medium,sundial_base_128m,68.30358617131063,68.25909442724458,4.956817998581012,1.0140278217947962,0.13040064761513157,0.11203929479892286,15.993568057047899,8.264598367211235,0.1460758345241723,0.0876111933762954,0.07529871485222338,Transport,1
+loop_seattle/H/long,sundial_base_128m,61.90195218438252,61.99824991400069,4.742837332301342,0.9871012881124152,0.1341950817127838,0.10877739716363519,14.785401125459641,7.867779368054402,0.14060775076603935,0.08476085288459285,0.07223909651791788,Transport,1
+m_dense/D/short,sundial_base_128m,7680.636296296297,7703.6059259259255,46.08437789351852,0.681301001844435,0.11990517064144737,0.09835581461588541,9.91669473889226,87.63923947808023,0.1517164870782257,0.07977887490612931,0.0667818156593893,Transport,1
+m_dense/H/short,sundial_base_128m,37860.537777777776,38285.991111111114,88.01905381944445,0.7911527641202473,0.2899245252902517,0.21493893093532987,12.412157782362964,194.5778450332354,0.34513261139769036,0.15612386853328483,0.1332013739663772,Transport,1
+m_dense/H/medium,sundial_base_128m,35793.24888888889,35781.76222222222,88.92399305555556,0.7587427424857901,0.31726641572233644,0.2202114529079861,10.309195756556583,189.19103807762377,0.32916850450703183,0.15471651356382551,0.12820447024260126,Transport,1
+m_dense/H/long,sundial_base_128m,36111.89728395062,36283.50419753086,91.45063271604938,0.7708725770495878,0.31554077114423046,0.22397265022183643,9.930669545560853,190.03130606284486,0.32897228252995997,0.15831456409323705,0.13037685659946585,Transport,1
+sz_taxi/15T/short,sundial_base_128m,16.603792407137135,16.572001362894916,2.7728853889437386,0.5537644512663443,1009814854269.8967,0.40059981852660687,8.565742344193046,4.074775135775854,0.3810089022864843,0.2592766430058536,0.22330872874467816,Transport,1
+sz_taxi/15T/medium,sundial_base_128m,17.097115384615385,16.801088408119657,2.8827486478365385,0.5632305341689838,10381046999526.62,0.4233590150490785,7.808679476853401,4.1348658242578304,0.384818282074604,0.26828787909035945,0.22793119415486818,Transport,1
+sz_taxi/15T/long,sundial_base_128m,16.49652221331909,16.136390446937323,2.842568108974359,0.5372017514900559,6770085977715.236,0.42102996739227205,6.8094228015750105,4.061591093810293,0.3759336366610085,0.26310304065120377,0.22107241287489293,Transport,1
+sz_taxi/H/short,sundial_base_128m,7.454074435763889,7.3442643646501065,1.9091939029530582,0.581415842067849,1.1498924320579593,0.30563041491386217,9.275420074651208,2.7302150896520754,0.25433638345203247,0.17785319348140846,0.1539936485059681,Transport,1
+bitbrains_fast_storage/5T/short,sundial_base_128m,1667311.4097309958,1711803.8958942452,181.00176684311495,0.7400817080132996,2.7738987359024674,0.7436391409035517,15.030792252691075,1291.2441325059315,4.054187281222474,0.5683007903315925,0.4616509497480503,Web/CloudOps,2
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+bitbrains_rnd/5T/short,sundial_base_128m,1401344.1824515034,1540852.046103743,126.1733071134422,1.7146683452862685,1.251046626626142,0.6860893218903396,54.78645586026391,1183.7838411008588,4.843701719118544,0.5162647464455313,0.43335403099156355,Web/CloudOps,2
+bitbrains_rnd/5T/medium,sundial_base_128m,2428639.0456661023,2380889.5423860047,192.43698043853752,4.562192427864367,2.3730152582257915,0.7679559803279247,162.52809085259724,1558.4091393681258,6.557020809910089,0.8096803679188941,0.7302818091340633,Web/CloudOps,2
+bitbrains_rnd/5T/long,sundial_base_128m,2565960.3198869433,2498272.9553300245,213.09548285627994,3.5224942814874347,3.1000865366677197,0.7565202479385937,118.99906619854494,1601.8615170753505,6.136370845058673,0.8163208206664636,0.7151753520857796,Web/CloudOps,2
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+bizitobs_application/10S/short,sundial_base_128m,774527.2177777778,768104.0355555556,471.55090277777776,1.4287244579270495,0.020714524586995443,0.020905992719862196,35.81248179934669,880.0722798598862,0.033940870084758545,0.018185833477313076,0.01629924027964623,Web/CloudOps,2
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+bizitobs_l2c/5T/short,sundial_base_128m,13.797112165178572,13.8958984375,2.3654639834449407,0.24810980377841865,0.14426095549885387,0.18704002017066593,2.571659952682548,3.7144464143635956,0.12756912481367788,0.08123960786712507,0.06698296806393049,Web/CloudOps,7
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+bizitobs_l2c/5T/long,sundial_base_128m,100.55199404761905,100.30006944444445,6.6023542906746036,0.6350142264434739,0.5411881561194837,0.7743142361111112,8.052863430563646,10.027561719960593,0.5630325993440862,0.3707123228839833,0.3100932988678433,Web/CloudOps,7
+bizitobs_l2c/H/short,sundial_base_128m,58.68516322544643,58.96220858134921,4.811042906746032,0.47643937627355415,0.43927799654807403,0.6333610292464967,6.710387912500496,7.660624205993035,0.41292726390068957,0.25932753396744096,0.22284932806442695,Web/CloudOps,7
+bizitobs_l2c/H/medium,sundial_base_128m,80.02613467261905,81.70883556547619,5.414339192708334,0.550211607426368,0.5420053790474771,0.7827382405598958,7.306465746157197,8.945732763313414,0.5416777066064108,0.3278464620274622,0.2763385372212042,Web/CloudOps,7
+bizitobs_l2c/H/long,sundial_base_128m,97.68327132936508,99.13186383928571,6.222073800223214,0.6649538160803763,0.7405663072226014,0.8124540298704117,10.485610887419583,9.883484776604105,0.6037117756486757,0.3800622257284957,0.3248376979085573,Web/CloudOps,7
+bizitobs_service/10S/short,sundial_base_128m,9121.87343915344,8756.308994708994,24.69885582010582,0.8388123634083924,0.08373284556878306,0.060550466063161376,17.905196376640344,95.50849930322138,0.0707557496138025,0.018297701994107993,0.016323560876514015,Web/CloudOps,2
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+covid_deaths/D/short,sundial_base_128m,4750637.297243108,4477442.309774436,402.08527568922307,60.37512053436367,0.18997728960451823,0.49796751399984335,1672.7840554639606,2179.5956728813508,0.8200834790539754,0.15128654175005096,0.13106394889424736,Healthcare,1
+electricity/15T/short,sundial_base_128m,124519.82138513513,123738.63013513513,48.25886278856982,0.8949515637448004,0.15680433652720963,0.1562521980904244,15.645124261570613,352.873662073461,0.6955835443448973,0.09512773106183055,0.08361455153603606,Energy,1
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+ett1/15T/short,sundial_base_128m,4.865275355747768,5.149080403645834,1.1326773507254464,0.7097059923931616,0.5011566507454214,0.24652840750558036,8.353473729986172,2.2057369189791807,0.416976091831895,0.21412316715929222,0.177346765109939,Energy,7
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+ett1/D/short,sundial_base_128m,68630.59047619048,68294.18412698412,166.50721726190477,1.9033811160400669,1.3687090192522322,0.4968551393539187,24.00443651496063,261.97440805580703,0.6880844725384713,0.43733672923921607,0.37294448291981835,Energy,7
+ett1/H/short,sundial_base_128m,95.23248697916667,95.23712797619048,4.891598656063988,0.8294853844046632,0.46782146635509675,0.26254708426339285,10.191291541613097,9.758713387489493,0.4554790783442203,0.2283109216374914,0.19024286697535567,Energy,7
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+ett2/D/short,sundial_base_128m,123608.8634920635,121005.04126984127,214.6015625,1.5070957175381101,0.4611456976996528,0.15564621213882687,16.407948600654866,351.5805220601157,0.20121880891418592,0.1228221362899896,0.10264152652572658,Energy,7
+ett2/H/short,sundial_base_128m,116.91236979166666,113.46793154761905,6.692149135044643,0.7705117287530697,0.12544639634027052,0.11536166781470888,10.325377422224458,10.812602359823774,0.13713388294356296,0.08487507129051912,0.07206166053668694,Energy,7
+ett2/H/medium,sundial_base_128m,249.36175595238095,247.17736235119048,9.998749069940477,1.1150264396546699,0.18467223795585141,0.19034965151832217,12.937642203068034,15.791192353726204,0.21279647190226167,0.1347395736723634,0.11361835317008559,Energy,7
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results/sundial_base_128m/config.json

@@ -0,0 +1,5 @@
+{
+    "model": "sundial_base_128m",
+    "model_type": "pretrained",
+    "model_dtype": "float32"
+}