1spec_id,model_id,dist,n_jobs,wall_mean,wall_median,cpu_mean,maxrss_mb_median,maxrss_mb_max,fit_time_total,fc_time_total,n_origins,cpu_per_origin_ms2aparch11__ged__w1000_r5,aparch11,ged,9,98.58603775462446,97.8521337499842,248.61529844444445,370.546875,436.328125,69.81460171185124,27.919499170552527,3699.6666666666665,67.19937790191313aparch11__normal__w1000_r5,aparch11,normal,11,71.72871829937635,71.19033766700886,287.88877236363635,373.796875,423.96875,52.15555317727426,18.79229748539034,3731.4545454545455,77.151890464357054aparch11__skewt__w1000_r5,aparch11,skewt,9,170.3908743519698,163.5797085838858,153.33441055555556,290.03125,382.453125,82.32237760070711,87.15664471685886,3626.4444444444443,42.282299620074775aparch11__t__w1000_r5,aparch11,t,11,92.41560233727267,91.26447620801628,94.95114336363636,287.0625,418.78125,67.24012436652133,24.20903418608941,3740.818181818182,25.3824534496585566arch5__ged__w1000_r5,arch5,ged,10,20.342625045846216,20.14961245842278,502.57584370000006,391.65625,445.90625,16.361086060805246,3.43796497436706,3586.6,140.125981068421377arch5__normal__w1000_r5,arch5,normal,10,14.659153491584584,15.249391853925772,530.1084917000001,401.0234375,544.21875,10.778248488600365,3.3740662726340815,3685.0,143.855764369063768arch5__skewt__w1000_r5,arch5,skewt,10,21.52787994153332,17.904569645994343,561.8537318000001,395.8203125,557.734375,18.180905711115336,2.889826708380133,3586.6,156.653580494061269arch5__t__w1000_r5,arch5,t,9,20.77989721756118,23.181574082933366,424.08283766666665,349.796875,396.453125,16.627421816422913,3.613559237189798,3659.4444444444443,115.8872184302413910avgarch11__ged__w1000_r5,avgarch11,ged,11,37.00421685598452,36.86851487495005,369.9217196363636,382.40625,541.21875,13.339616204781288,22.99258200485598,3713.6363636363635,99.6117237698898411avgarch11__normal__w1000_r5,avgarch11,normal,10,22.227768033114263,23.5175898745656,400.4009817,386.3203125,447.734375,8.08141438376624,13.58601584781427,3675.2,108.9467190084893412avgarch11__skewt__w1000_r5,avgarch11,skewt,10,104.60905117096846,104.87741099996492,286.5141417,300.9765625,430.890625,20.762424916843884,83.09926495056133,3721.9,76.9806125097396413avgarch11__t__w1000_r5,avgarch11,t,10,34.48750324572902,34.21517722902354,243.69158339999998,300.078125,539.125,14.61837172943633,19.13834295894485,3685.0,66.130687489823614cgarch11__ged__w1000_r5,cgarch11,ged,9,38.26733181936046,39.73723199986853,531.7147764444445,390.53125,451.703125,37.884495363907064,0.19193760303056073,3626.4444444444443,146.6215144310313615cgarch11__normal__w1000_r5,cgarch11,normal,11,25.7546855871862,23.83189699985087,503.77783827272725,397.140625,446.265625,25.359127767955545,0.21297385920347137,3646.818181818182,138.1417479995014316cgarch11__skewt__w1000_r5,cgarch11,skewt,9,62.81609523156658,64.97192379203625,374.1681417777778,341.6875,428.46875,62.31168573057383,0.23840860520592994,3699.6666666666665,101.135636123374517cgarch11__t__w1000_r5,cgarch11,t,11,37.21669283344156,34.515745957847685,522.125966909091,389.0,417.9375,36.88123810676519,0.18287340020337564,3648.181818181818,143.1195025168203518constvar__normal__w1000_r5,constvar,normal,10,3.589061362715438,3.6028979999246076,492.938483,396.984375,548.859375,0.37047877407167107,2.8090308159124104,3586.6,137.4389346456253819egarch11__ged__w1000_r5,egarch11,ged,10,36.37840136245359,36.37247583339922,310.289169,377.109375,440.6875,14.984766866778955,20.722832400002517,3590.7,86.4146737404962820egarch11__normal__w1000_r5,egarch11,normal,10,22.67456899166573,23.059967478970066,333.8776265,393.6328125,443.09375,10.131243974901736,11.966060257703067,3735.4,89.3820277614177921egarch11__skewt__w1000_r5,egarch11,skewt,10,105.06380657912231,107.00354160403367,182.9292546,295.765625,304.5,23.800431052898055,80.45444379798137,3590.7,50.9452905004595322egarch11__t__w1000_r5,egarch11,t,10,37.86387562083546,38.15981800004374,160.4435401,291.8359375,534.390625,19.659898950322532,17.42131923630368,3686.1,43.5266379371151123ewma094__normal__w1000_r5,ewma094,normal,10,4.656541520846076,4.635961104533635,499.90898830000003,400.3984375,544.8125,0.9469075101427734,3.243217654735781,3721.9,134.3155346194148224figarch11__ged__w1000_r5,figarch11,ged,10,165.20316277099772,172.6488431460457,172.1191722,283.2890625,367.59375,145.65824812646025,17.081801952794194,3675.2,46.8326001850239525figarch11__normal__w1000_r5,figarch11,normal,10,122.24831193324644,127.60099360451568,156.2325808,359.0546875,368.234375,104.27114999648184,15.646556257735938,3586.6,43.5600794066804226figarch11__skewt__w1000_r5,figarch11,skewt,10,130.5523103250889,121.94721356243826,202.89718539999998,322.4453125,365.40625,117.68342706772964,10.97989860244561,3685.0,55.0602945454545427figarch11__t__w1000_r5,figarch11,t,10,113.78642612490803,101.49985716643278,197.3719045,360.1171875,365.484375,100.68762515091802,11.459214070718735,3586.6,55.03036427257012528garch11__ged__w1000_r5,garch11,ged,10,14.91716025019996,15.53275618806947,507.3557825,390.4921875,43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