| epoch,loss,accuracy,f1_score,precision,recall,epoch_energy_gpu_j,epoch_energy_cpu_j,epoch_energy_ram_j,epoch_total_energy_j,cumulative_total_energy_j,carbon_emissions_kg,vram_peak_gb,avg_power_gpu_w,avg_power_cpu_w,avg_power_ram_w,latency_ms,avg_grad_norm,eag_metric,it_per_sec,total_iterations,epoch_duration_sec,cumulative_time_sec,model_flops,model_parameters | |
| 1,4.035416394548343,0.08938,0.07745481609693639,0.07530515482764823,0.08938,4612.1116896877365,16935.215999912467,703.8811359985265,22251.20882559873,22251.20882559873,0.004409701298817774,0.2102198600769043,130.84607365088561,480.0,20.0,90.57194802462293,1.5184248981573392,0.004016860418710083,11.04094614072052,391,35.41363167762756,37.756784200668335,37266432.0,11227812.0 | |
| 2,3.4099327530092594,0.174,0.159461409703127,0.1573667013788438,0.174,9602.011681601041,33623.40335992165,1399.1856719984205,44624.60071352111,66875.80953911984,0.008843616599348672,0.2102198600769043,131.1982295626686,480.0,20.0,88.49442157599017,1.2661141555022706,0.0038991945522837707,11.300147310882187,391,34.60131883621216,72.5143723487854,37266432.0,11227812.0 | |
| 3,3.1333340568005887,0.22338,0.2101553915771144,0.20588769099860357,0.22337999999999997,14190.173352127289,50419.96622392907,2098.983143998775,66709.12272005514,133584.932259175,0.013220284228477461,0.2102198600769043,131.1960320530692,480.0,20.0,89.05376314812,1.3600272693292563,0.0033485674955944823,11.229171734570443,391,34.82002139091492,107.5374162197113,37266432.0,11227812.0 | |
| 4,2.926314394187439,0.2617,0.2500828553114748,0.2463785205310547,0.26170000000000004,19191.190352938036,67153.11695993876,2796.161309998715,89140.46862287552,222725.4008820505,0.01766568474299248,0.2102198600769043,131.51868721606272,480.0,20.0,88.69418829603268,1.4496131793922171,0.00293581584260195,11.274695887202006,391,34.67942762374878,142.37305974960327,37266432.0,11227812.0 | |
| 5,2.7517896149774344,0.29682,0.28651793674689596,0.28271133898365874,0.29682,23805.21104415223,83982.20294393598,3497.3373959993473,111284.75138408755,334010.15226613806,0.02205419564228189,0.2102198600769043,131.52080343855064,480.0,20.0,89.29363236098034,1.5181847365615924,0.0026672117815634703,11.199006844714065,391,34.91381025314331,177.44302487373352,37266432.0,11227812.0 | |
| 6,2.6210616714204362,0.32224,0.3134835449591211,0.31017057546382343,0.32223999999999997,28824.90305990224,100666.20686394161,4192.468193999957,133683.5781178438,467693.73038398183,0.0264931515711035,0.2102198600769043,131.84320325616267,480.0,20.0,88.49427889070242,1.571562393242136,0.0024104680959088427,11.300165530870991,391,34.60126304626465,212.20061802864075,37266432.0,11227812.0 | |
| 7,2.5123983563669503,0.34748,0.339264789210395,0.3359173132681715,0.34747999999999996,33477.65278210027,117503.71214395389,4893.995290000458,155875.3602160546,623569.0906000364,0.0308910757966395,0.2102198600769043,131.86262508150605,480.0,20.0,89.29362809261703,1.6291383285351726,0.002229216981557364,11.19900738004263,391,34.91380858421326,247.28614711761475,37266432.0,11227812.0 | |
| 8,2.425989367772856,0.36418,0.3565545404355893,0.35325066494864055,0.36418,38561.25584898003,134352.2650559619,5595.982216000558,178509.5031209425,802078.5937209789,0.03537666622669675,0.2102198600769043,132.17130300023442,480.0,20.0,89.37337514384629,1.6892167683452597,0.002040115476391547,11.189014607432044,391,34.9449896812439,282.3873517513275,37266432.0,11227812.0 | |
| 9,2.34679041494189,0.3796,0.3726658620630925,0.3698553406514237,0.3796,43130.60450445327,151608.19108796306,6314.943238000851,201053.7388304172,1003132.3325513961,0.03984443902358657,0.2102198600769043,132.05344337364238,480.0,20.0,91.5306766929529,1.7256076027975058,0.0018880524292074032,10.925298884816305,391,35.78849458694458,318.34773898124695,37266432.0,11227812.0 | |
| 10,2.285015158031298,0.39388,0.3870055388652729,0.3839585309793391,0.39388,48201.16256089797,168323.02689596082,7011.359036001377,223535.54849286017,1226667.8810442563,0.044299840347859616,0.2102198600769043,132.3615725445212,480.0,20.0,88.6542425131249,1.7757762816860854,0.0017620463620021526,11.279776033864978,391,34.663808822631836,353.16775727272034,37266432.0,11227812.0 | |
| 11,2.230219341604911,0.4072,0.4011437311676403,0.3986183942824614,0.40720000000000006,52766.16921289765,185125.74311994016,7711.43648800091,245603.34882083873,1472271.229865095,0.04867319410724666,0.2102198600769043,132.31815054462524,480.0,20.0,89.13822917987014,1.8214546661547688,0.0016579578493330798,11.218531142032463,391,34.853047609329224,388.1770191192627,37266432.0,11227812.0 | |
| 12,2.1762198837821747,0.41774,0.4117240990009571,0.40900900422375736,0.41773999999999994,57851.43028110724,201939.3442079611,8411.944026001729,268202.7185150701,1740473.9483801653,0.05315189325003058,0.2102198600769043,132.5976553918431,480.0,20.0,89.1734620799189,1.8504235274956355,0.0015575531907836629,11.21409864185582,391,34.86682367324829,423.2314257621765,37266432.0,11227812.0 | |
| 13,2.1265983828498274,0.43026,0.42435781149613727,0.42158722222709555,0.43026000000000003,62408.38492666611,218746.39075194485,9112.2014700016,290266.97714861255,2030740.9255287778,0.05752454512330091,0.2102198600769043,132.54545041243148,480.0,20.0,89.09371685798821,1.901715456677215,0.0014822905596309462,11.224136058819498,391,34.83564329147339,458.22322154045105,37266432.0,11227812.0 | |
| 14,2.080784242476344,0.43832,0.43278042721187376,0.43026826835665394,0.43832,67492.57199401307,235532.11713594384,9811.54563600081,312836.2347659577,2343577.1602947353,0.061997276713238784,0.2102198600769043,132.8129560440315,480.0,20.0,89.05361314563801,1.939980116646613,0.0014011164669844609,11.229190649059944,391,34.81996273994446,493.2307014465332,37266432.0,11227812.0 | |
| 15,2.035139485393339,0.4497,0.4445534346168153,0.4421182219936663,0.4497,72046.3656370466,252443.50103993903,10516.14940800122,335006.01608498686,2678583.176379722,0.06639084086713586,0.2102198600769043,132.74027042997773,480.0,20.0,89.61310167141887,1.9570621742921717,0.001342363952908585,11.159082559899153,391,35.03872275352478,528.4413177967072,37266432.0,11227812.0 | |
| 16,1.9927033216447172,0.45798,0.45353292441964455,0.45165886616214146,0.45797999999999994,77117.8716942476,269151.49526394904,11212.255114001455,357481.6220721981,3036064.79845192,0.07084501275911419,0.2102198600769043,132.99942146168124,480.0,20.0,88.61428392512718,2.0125807081646934,0.0012811287957832556,11.284862391315258,391,34.64818501472473,563.2768998146057,37266432.0,11227812.0 | |
| 17,1.9537978166204584,0.46766,0.46291885357458595,0.46083434706089466,0.46765999999999996,81674.5443395817,285887.17886396684,11909.5388380019,379471.2620415504,3415536.0604934706,0.07520287685060716,0.2102198600769043,132.95415599024258,480.0,20.0,88.69419378392837,2.052932974932444,0.0012323989898049073,11.274695189587515,391,34.67942976951599,598.1125438213348,37266432.0,11227812.0 | |
| 18,1.9050492950717506,0.47832,0.47345691924963157,0.4711445558314998,0.47832000000000013,86741.12539284202,302612.89958395064,12606.395520000951,401960.4204967936,3817496.480990264,0.07965973454434803,0.2102198600769043,133.19354040780942,480.0,20.0,88.6975731081365,2.087305973862748,0.0011899679063148347,11.27426563047943,391,34.68075108528137,632.9807524681091,37266432.0,11227812.0 | |
| 19,1.8793765846115853,0.48354,0.47934868609724696,0.4774698088536673,0.48353999999999997,91293.05603438489,319435.77974393964,13307.286628001602,424036.1224063261,4241532.60339659,0.08403465422380325,0.2102198600769043,133.13098364619898,480.0,20.0,89.17361574099802,2.1367718472200283,0.0011403273788468786,11.21407931808517,391,34.866883754730225,668.0350341796875,37266432.0,11227812.0 | |
| 20,1.8340196566813438,0.49664,0.49252820765507715,0.49045905593623657,0.49663999999999997,96370.08209600423,336223.0301759485,14006.718074001838,446599.8303459546,4688132.433742545,0.08850628598940227,0.2102198600769043,133.3538904397254,480.0,20.0,88.97690516908455,2.1734954661420542,0.00111204699655905,11.23887145883171,391,34.78996992111206,702.9968435764313,37266432.0,11227812.0 | |
| 21,1.7929693652540826,0.50468,0.5007162602370075,0.49869638926145293,0.5046800000000001,101014.40481145865,353018.87995194644,14706.484452001752,468739.76921540685,5156872.202957951,0.09289393602466918,0.2102198600769043,133.34250099138265,480.0,20.0,89.09385954327595,2.2515562156887006,0.0010766741658057972,11.224118083180194,391,34.8356990814209,738.0042581558228,37266432.0,11227812.0 | |
| 22,1.7545435559719116,0.51604,0.5125281543997516,0.5108714389030412,0.5160399999999999,106087.31086978267,369788.6833439581,15405.1661180018,491281.1603317426,5648153.363289694,0.09736114508562187,0.2102198600769043,133.55425806421798,480.0,20.0,88.89395196724425,2.2756853621938955,0.001050396476941104,11.249359240643065,391,34.757535219192505,772.9492521286011,37266432.0,11227812.0 | |
| 23,1.7132028701055386,0.52372,0.5202757218540428,0.5185199336854808,0.52372,110631.91650545967,386580.7595519442,16104.800356001362,513317.47641340527,6161470.8397031,0.10172825935829341,0.2102198600769043,133.49027203634876,480.0,20.0,89.01396919699276,2.3182222123646063,0.001020265282334196,11.234191768113897,391,34.80446195602417,807.9098687171936,37266432.0,11227812.0 | |
| 24,1.6680621198376122,0.53464,0.5312322155708206,0.5296249858467454,0.5346399999999999,115699.03455915132,403324.82471994124,16802.432754001347,535826.292033094,6697297.131736194,0.10618901267066184,0.2102198600769043,133.69316945808467,480.0,20.0,88.77424510848492,2.386774873184731,0.000997786051093923,11.264528341277007,391,34.7107298374176,842.8079967498779,37266432.0,11227812.0 | |
| 25,1.6280027173669136,0.54356,0.5405344612983309,0.5391843989962815,0.54356,120237.87019021981,420096.7169759609,17501.22454600176,557835.8117121825,7255132.943448376,0.11055081648437534,0.2102198600769043,133.62884874883295,480.0,20.0,88.93391482360526,2.442044698368863,0.0009744085779140546,11.244304290252328,391,34.77316069602966,877.7529926300049,37266432.0,11227812.0 | |
| 26,1.5787865377752983,0.55486,0.5520818596786943,0.5508083361488265,0.5548599999999999,125303.74324291316,436856.84467197396,18199.526464001974,580360.1143788891,7835493.057827265,0.11501463898960806,0.2102198600769043,133.81975889594545,480.0,20.0,88.89380928195651,2.506116623158955,0.0009560615663497487,11.249377297221733,391,34.757479429244995,912.6668021678925,37266432.0,11227812.0 | |
| 27,1.5363486947305978,0.56644,0.5638473543707432,0.5626880838884274,0.5664399999999999,129849.40187943508,453775.05590396,18904.415262001567,602528.8730453966,8438021.930872662,0.11940800047621691,0.2102198600769043,133.74022835780883,480.0,20.0,89.74247698283865,2.6004254647228113,0.0009401043258508253,11.142995308578664,391,35.08930850028992,947.9122681617737,37266432.0,11227812.0 | |
| 28,1.481142354438372,0.58174,0.5793576553170101,0.5784666727888405,0.58174,134906.79292534827,470514.3653279543,19601.83057400165,625022.9888273042,9063044.919699967,0.12386584060331689,0.2102198600769043,133.92216891570862,480.0,20.0,88.77394754258567,2.642582733612841,0.0009307497650470208,11.264566099421126,391,34.710613489151,982.8103904724121,37266432.0,11227812.0 | |
| 29,1.430008203477201,0.59032,0.5879046368225646,0.586800700116317,0.5903200000000001,139553.3756426108,487349.9706719443,20303.271680001635,647206.6179945568,9710251.537694523,0.1282621490968485,0.2102198600769043,133.8992551069657,480.0,20.0,89.25352438026682,2.7259021293171837,0.0009121043938474756,11.204039358036727,391,34.898128032684326,1017.8802931308746,37266432.0,11227812.0 | |
| 30,1.3736947055362985,0.6061,0.6040026493524955,0.603112608957645,0.6061,144618.50869471533,504091.9519679434,21000.81703600125,669711.27769866,10379962.815393183,0.13272207879794715,0.2102198600769043,134.07613390501095,480.0,20.0,88.7793988522971,2.8046775797139043,0.0009050168635098268,11.263874422755519,391,34.71274495124817,1052.7492492198944,37266432.0,11227812.0 | |
| 31,1.310000971912423,0.62222,0.6202912840984819,0.6194419734867759,0.6222200000000001,149163.51733071666,520896.1258559581,21700.953922001645,691760.5971086763,11071723.41250186,0.13709177004494758,0.2102198600769043,134.01073244577617,480.0,20.0,89.13382727776647,2.8998365774179056,0.0008994730295432664,11.21908517272252,391,34.85132646560669,1087.7724070549011,37266432.0,11227812.0 | |
| 32,1.2525350140488667,0.63574,0.6337951015420477,0.6328811847326066,0.6357400000000001,154219.03937513227,537627.7470719721,22398.068554002097,714244.8550011065,11785968.267502967,0.14154765655467902,0.2102198600769043,134.17774695390094,480.0,20.0,88.73399017412034,2.995273878507297,0.0008900869156404565,11.26963859100359,391,34.694990158081055,1122.6236729621887,37266432.0,11227812.0 | |
| 33,1.1897982102830698,0.65326,0.651588123378945,0.6509501026174118,0.65326,158745.82599655795,554263.9541759714,23091.207656002374,736100.9878285318,12522069.2553315,0.14587906246038213,0.2102198600769043,134.12449783002708,480.0,20.0,88.25456821705069,3.09565443699927,0.000887459751856998,11.330858223005855,391,34.50753617286682,1157.287484884262,37266432.0,11227812.0 | |
| 34,1.1128789477641015,0.67158,0.6701535852491345,0.6695867144222517,0.6715799999999998,163778.61202278544,570832.3686719779,23781.52195600327,758392.5026507666,13280461.757982265,0.15029675152324046,0.2102198600769043,134.2962496363296,480.0,20.0,87.89513666001731,3.204620221081902,0.0008855309060317239,11.377193756101077,391,34.36699843406677,1191.8107087612152,37266432.0,11227812.0 | |
| 35,1.0521531983104813,0.6892,0.6878888682806991,0.6874149050103484,0.6892,168320.71765646504,587547.21004799,24477.93412200408,780345.8618264591,14060807.619808724,0.15464742555759192,0.2102198600769043,134.24029702174195,480.0,20.0,88.65423885452778,3.321595184028606,0.000883198122415713,11.279776499360556,391,34.66380739212036,1226.6462824344635,37266432.0,11227812.0 | |
| 36,0.977171525778368,0.7095,0.7083853900103585,0.707925554634317,0.7095,173365.26669210067,604184.3459999653,25171.10852200305,802720.721214069,14863528.341022793,0.15908163168435743,0.2102198600769043,134.4017324734009,480.0,20.0,88.21491878050978,3.3963243302786745,0.0008838690484119084,11.335951036673633,391,34.49203324317932,1261.3102765083313,37266432.0,11227812.0 | |
| 37,0.9013984808531563,0.7298,0.7290054145684597,0.7287638269735649,0.7298,177901.96632145764,620858.6082239728,25865.830236003967,824626.4047814345,15688154.745804228,0.16342285745935317,0.2102198600769043,134.348149364002,480.0,20.0,88.41436598307031,3.522133306469149,0.0008850068294786559,11.310379132181767,391,34.57001709938049,1296.0521278381348,37266432.0,11227812.0 | |
| 38,0.8228816868703993,0.75142,0.7507550654817656,0.7505688363715047,0.75142,182947.9483582382,637482.3820799869,26558.448340004543,846988.7787782296,16535143.524582457,0.16785458925564417,0.2102198600769043,134.50580199833584,480.0,20.0,88.13484489460431,3.6137808594862215,0.0008871664168726221,11.346250182840237,391,34.46072435379028,1330.6846933364868,37266432.0,11227812.0 | |
| 39,0.7349141169996822,0.77838,0.7778168937895812,0.7776859416937347,0.7783800000000002,187590.7700724941,654143.8807200082,27252.639088005522,868987.2898805079,17404130.814462963,0.17221421141101095,0.2102198600769043,134.49551205081298,480.0,20.0,88.33460978534825,3.6959941381078854,0.0008957323186016137,11.320591129909156,391,34.53883242607117,1365.3953638076782,37266432.0,11227812.0 | |
| 40,0.6573395316710557,0.79956,0.7992120305307658,0.7992350706994721,0.79956,192629.05510311903,670721.0298720282,27943.315046005882,891293.400021153,18295424.214484118,0.17663479294569212,0.2102198600769043,134.64943846351608,480.0,20.0,87.8951378795497,3.7888254405897293,0.0008970783357994394,11.377193598244153,391,34.36699891090393,1399.9342021942139,37266432.0,11227812.0 | |
| 41,0.574015231769713,0.82722,0.8270313726222978,0.8271323928659523,0.8272199999999998,197154.24472326788,687281.0994720274,28633.279548005663,913068.6237433009,19208492.838227417,0.18095016444223458,0.2102198600769043,134.6029695078404,480.0,20.0,87.81523228911182,3.8202392640321152,0.0009059779062483299,11.387546031965455,391,34.335755825042725,1434.4417972564697,37266432.0,11227812.0 | |
| 42,0.49209765560181856,0.84996,0.8497355238126544,0.8497585911104295,0.8499599999999999,202196.60675715262,703869.707472045,29324.43381000659,935390.7480392042,20143883.586266622,0.18537391963106611,0.2102198600769043,134.75165754407982,480.0,20.0,87.97504286022136,3.8294915409039354,0.0009086683846100822,11.36686004903509,391,34.39824175834656,1468.996322631836,37266432.0,11227812.0 | |
| 43,0.40944008887423883,0.87824,0.8780662455227335,0.8780894168152524,0.87824,206721.67237720487,720497.1974400524,30017.207922006484,957236.0777392638,21101119.664005887,0.18970318459399393,0.2102198600769043,134.69811460330197,480.0,20.0,88.17465713871714,3.751357280384854,0.000917474821962591,11.341127172479856,391,34.4762909412384,1503.6444962024689,37266432.0,11227812.0 | |
| 44,0.3546359057316695,0.89546,0.895353356425534,0.8953991662844346,0.8954599999999999,211758.45440662792,737066.5826400742,30707.560830006838,979532.597876709,22080652.261882596,0.19412186560048808,0.2102198600769043,134.84186798846363,480.0,20.0,87.85534819678577,3.727311744104566,0.0009141706993121521,11.382346328650547,391,34.35144114494324,1538.1677265167236,37266432.0,11227812.0 | |
| 45,0.29489813760265976,0.9168,0.9167618891943559,0.9168828581010356,0.9168000000000001,216290.42003219752,753620.3058720566,31397.261544006175,1001307.9874482603,23081960.249330856,0.19843726996474287,0.2102198600769043,134.79843969491574,480.0,20.0,87.77527187181555,3.570032586831876,0.0009156024035485615,11.392730306325577,391,34.32013130187988,1572.6596329212189,37266432.0,11227812.0 | |
| 46,0.252324727185242,0.93174,0.9316912986466587,0.931754192552296,0.9317399999999999,221323.84405893504,770127.388272062,32084.99015800654,1023536.2224890036,24105496.47181986,0.20284241836354922,0.2102198600769043,134.94300620665732,480.0,20.0,87.57551307873347,3.4281882044604366,0.0009103146322796702,11.41871700027569,391,34.24202561378479,1607.0735008716583,37266432.0,11227812.0 | |
| 47,0.2219215912930191,0.94118,0.9411462003620911,0.9412097055577701,0.9411799999999999,225970.0647759086,786833.205312062,32781.02788000716,1045584.2979679778,25151080.769787837,0.2072118630907145,0.2102198600769043,134.92515996301148,480.0,20.0,88.53436674913178,3.3384688677995102,0.0009001474121494743,11.29504888009838,391,34.61693739891052,1641.8466589450836,37266432.0,11227812.0 | |
| 48,0.2008955258390178,0.94802,0.9479938003207063,0.9480727252454365,0.9480200000000001,231011.27080886954,803394.7967520822,33471.0321660072,1067877.099726959,26218957.869514797,0.21162980719619484,0.2102198600769043,135.06153117918285,480.0,20.0,87.85518234038292,3.230131927963413,0.0008877613353094614,11.3823678166831,391,34.35137629508972,1676.3854975700378,37266432.0,11227812.0 | |
| 49,0.18930648086244797,0.95276,0.952741941977839,0.9528377232309907,0.9527599999999998,235546.1314367538,820020.4014720675,34163.728482007275,1089730.2613908285,27308688.130905624,0.21596062428248172,0.2102198600769043,135.01171096007255,480.0,20.0,88.0950588704375,3.1639420284944424,0.0008743081051855782,11.351374445083378,391,34.445168018341064,1711.0025067329407,37266432.0,11227812.0 | |
| 50,0.18166972128936396,0.95536,0.9553501159421757,0.9554421259227079,0.95536,240587.9704702212,836595.8715360705,34854.335812006604,1112038.1778182983,28420726.308723923,0.22038156378357351,0.2102198600769043,135.14256871397203,480.0,20.0,87.89529885782306,3.117837276605084,0.0008591071952892081,11.377172761168623,391,34.36706185340881,1745.5413446426392,37266432.0,11227812.0 | |