| 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 | |
| 1,5.057168456472864,0.044958708246024895,0.02968788929719633,0.0347405578034384,0.036736692832343654,92849.70827970725,210196.4526718298,8736.035517989656,311782.1964695267,311782.1964695267,0.0003409992217980133,4.004638195037842,211.73652005998886,480.0,20.0,216.70643950754226,1.1336624293035917,0.00014419908755251558,4.614537538766568,2029,439.6973657608032,441.6656460762024,2896290304.0,7261356.0 | |
| 2,4.0948649309373595,0.14029951929002835,0.11092402472183131,0.1114168223995766,0.12509832796369635,186539.82123174125,421121.84654382075,17524.55719399033,625186.2249695524,936968.4214390791,0.0006837722570675779,4.004638195037842,211.73990571904437,480.0,20.0,216.4505699575094,1.4375277576098717,0.0002244123649667124,4.619992454611259,2029,439.1782064437866,881.0937931537628,2896290304.0,7261356.0 | |
| 3,3.423115605847362,0.23716566005176876,0.20502658012911468,0.204694946380849,0.2177911319235514,280541.6024331056,632378.9568478336,26326.899159990717,939247.4584409299,1876215.879880009,0.0010272640838086583,4.004638195037842,211.7441321858348,480.0,20.0,216.79829058828116,1.6126207686692637,0.00025250604398274697,4.6125824944768,2029,439.88373160362244,1321.2118427753448,2896290304.0,7261356.0 | |
| 4,2.9636746325358905,0.3158665105386417,0.28616434596231743,0.2856903342177732,0.29583523777305687,374465.68757230986,843285.1139998344,35114.61886999081,1252865.420442135,3129081.3003221443,0.0013702711002299523,4.004638195037842,211.7487479557944,480.0,20.0,216.43015749646034,1.7342082880705434,0.00025211527541974357,4.620428186013563,2029,439.136789560318,1760.5985736846924,2896290304.0,7261356.0 | |
| 5,2.6471362714405537,0.3768180697645754,0.35109705341945163,0.3519215320059852,0.3577985220544512,468364.48369128903,1054235.137871839,43904.16373199085,1566503.785295119,4695585.085617263,0.0017133004314487488,4.004638195037842,211.75310978047017,480.0,20.0,216.4771144410082,1.8267824924773568,0.0002405471811187391,4.619425949861819,2029,439.23206520080566,2200.080641746521,2896290304.0,7261356.0 | |
| 6,2.407165782154341,0.4239184025637865,0.3997364881159308,0.4011187915744977,0.4047576286378392,562205.0137636503,1265324.8570078334,52699.53269999125,1880229.403471475,6575814.489088738,0.0020564251924762578,4.004638195037842,211.75682784968816,480.0,20.0,216.61455282264885,1.8973732493439586,0.0002254610005465845,4.616494999847681,2029,439.51092767715454,2639.857135772705,2896290304.0,7261356.0 | |
| 7,2.2240851461857982,0.458091951189449,0.43600508632159785,0.4377694450651392,0.43944867533242604,655979.3537830625,1476246.8285758328,61487.9118159914,2193714.094174887,8769528.583263624,0.002399286448782478,4.004638195037842,211.76057237365214,480.0,20.0,216.4480505229335,1.9807100460528153,0.0002088202616766928,4.620046230880911,2029,439.1730945110321,3079.2801671028137,2896290304.0,7261356.0 | |
| 8,2.080408892677358,0.48775114014544557,0.4670985289944977,0.46916594499366776,0.469429029820468,749703.9217626572,1687301.6202238295,70281.82367799105,2507287.365664478,11276815.948928103,0.0027422445867563983,4.004638195037842,211.76373870377915,480.0,20.0,216.5845935129661,2.0279790641287385,0.00019453340164548007,4.617133581757439,2029,439.4501402378082,3518.9802503585815,2896290304.0,7261356.0 | |
| 9,1.9613919571563492,0.5128035252064588,0.4936702154839792,0.495552450161351,0.4953594855000273,843307.5156454734,1898425.44110382,79078.61266599037,2820811.569415284,14097627.518343387,0.0030851490588669995,4.004638195037842,211.76611076357588,480.0,20.0,216.59761041535012,2.081289872622596,0.0001817929034206124,4.616856105117634,2029,439.47655153274536,3958.8317782878876,2896290304.0,7261356.0 | |
| 10,1.857590258238996,0.535668063601627,0.5179735352943294,0.5198387189380465,0.5191016447670642,936834.115466693,2109455.4253918217,87871.48862599046,3134161.029484505,17231788.547827892,0.0034278624121128636,4.004638195037842,211.7682903951054,480.0,20.0,216.55156825081124,2.129567377081994,0.00017091274461087012,4.6178377191052915,2029,439.383131980896,4398.496152639389,2896290304.0,7261356.0 | |
| 11,1.772444525806113,0.5526623936891408,0.5348715450902758,0.5371162251501325,0.5356617478332004,1030338.2482699415,2320622.477951814,96670.07907199091,3447630.8052937463,20679419.35312164,0.003770707355854213,4.004638195037842,211.77003419388356,480.0,20.0,216.68527183889933,2.1775994651596084,0.00016030208131350443,4.614988326218488,2029,439.6544165611267,4838.416131734848,2896290304.0,7261356.0 | |
| 12,1.6855281963026423,0.5727536053247874,0.5559666728178966,0.5585085689585714,0.5563576395556091,1123674.5599389304,2531820.4478398063,105469.95408599032,3760964.961864727,24440384.314986367,0.004113403971515155,4.004638195037842,211.77084311677945,480.0,20.0,216.72658558371268,2.2064705658805024,0.00015228900325644351,4.614108588970229,2029,439.738242149353,5278.419936656952,2896290304.0,7261356.0 | |
| 13,1.6131542676067399,0.5857574263527672,0.5694033027631609,0.5719828478273903,0.5693253475523289,1216903.0025216227,2742704.8672317998,114256.76930199028,4073864.6390554123,28514248.95404178,0.004455625392850552,4.004638195037842,211.77180509673465,480.0,20.0,216.4129638624873,2.2600427287267664,0.00014378421431512854,4.620795271005198,2029,439.1019036769867,5717.756223201752,2896290304.0,7261356.0 | |
| 14,1.554675011989693,0.5991464316529027,0.5829333535129031,0.5853975561825575,0.5827351227369536,1310169.18313451,2953632.009311803,123045.36353199044,4386846.555978304,32901095.510020085,0.004797936760581223,4.004638195037842,211.77285874001058,480.0,20.0,216.44673904449027,2.293736899880249,0.00013657793223617506,4.620074224331241,2029,439.17043352127075,6157.192218542099,2896290304.0,7261356.0 | |
| 15,1.4788206459384297,0.6151392826328116,0.6000221070860609,0.6022631188510991,0.5997528601964199,1403404.0187223195,3164499.1417918173,131831.45857399097,4699734.619088128,37600830.12910821,0.005140145479483382,4.004638195037842,211.77388324195724,480.0,20.0,216.39193943300054,2.332918635197259,0.00013088808890068026,4.6212442229606285,2029,439.0592451095581,6596.501413106918,2896290304.0,7261356.0 | |
| 16,1.4342770114680592,0.623736595587329,0.6103531170050069,0.613055122410524,0.6095058181880292,1496653.7753220652,3375382.530815816,140618.2304139901,5012654.536551871,42613484.66566008,0.005482389037802353,4.004638195037842,211.77494238202473,480.0,20.0,216.40030981696492,2.3799472239993955,0.00012443239226623182,4.621065472807396,2029,439.0762286186218,7035.843270778656,2896290304.0,7261356.0 | |
| 17,1.3578477869220646,0.6423486996178972,0.6269114207036095,0.6293652597392265,0.6262758395838897,1589782.1538247052,3586276.6907037986,149405.44945398928,5325464.293982493,47938948.959642574,0.005824512113021285,4.004638195037842,211.77535881510596,480.0,20.0,216.41541056118322,2.413888357730262,0.00012061834690051701,4.620743030299536,2029,439.10686802864075,7475.21569943428,2896290304.0,7261356.0 | |
| 18,1.3020065790212114,0.6569240724762726,0.6440291917130265,0.6464785415065932,0.6431028171672354,1683156.5185241424,3797116.991423797,158190.40475398884,5638463.914701927,53577412.8743445,0.006166842843566487,4.004638195037842,211.77713516411907,480.0,20.0,216.36291323417865,2.4616136640794997,0.00011650763087503068,4.621864186667048,2029,439.00035095214844,7914.481616258621,2896290304.0,7261356.0 | |
| 19,1.2417170672419038,0.6694040428941206,0.6562896490148251,0.6586086025600336,0.6555908253898328,1776252.1960006233,4008200.495519797,166985.5138299882,5951438.205350408,59528851.079694904,0.006509145870366634,4.004638195037842,211.77695974064014,480.0,20.0,216.60569831618773,2.505466814344302,0.00011247769359216718,4.616683715034409,2029,439.4929618835449,8354.224518537521,2896290304.0,7261356.0 | |
| 20,1.1753788338382,0.6829008997904598,0.6698667188428657,0.6715976528824318,0.6692899996682805,1869595.3226750619,4219704.0909117935,175798.12669598727,6265097.540282842,65793948.61997774,0.0068521981367653554,4.004638195037842,211.77709657094027,480.0,20.0,217.04226153539636,2.544010489841234,0.00010900084083281962,4.607397623512667,2029,440.3787486553192,8794.868829011917,2896290304.0,7261356.0 | |
| 21,1.1223603254794605,0.6958893134475533,0.6842416870802442,0.6867449650206009,0.6831423244248509,1962625.24709894,4430608.12766377,184585.7587819872,6577819.133544697,72371767.75352244,0.0071942247859751035,4.004638195037842,211.77698917377663,480.0,20.0,216.42634879197317,2.5959115939048667,0.00010579331832016306,4.620509497026122,2029,439.1290616989136,9234.247892141342,2896290304.0,7261356.0 | |
| 22,1.0658702369891346,0.7083846912362874,0.6975440519105885,0.6999454282726939,0.696263402471623,2055829.5986623662,4641437.163455795,193370.26533798777,6890637.0274561485,79262404.78097859,0.007536356760142283,4.004638195037842,211.77792058553825,480.0,20.0,216.34660594389322,2.6573984677007836,0.00010280394808399963,4.622212563202113,2029,438.9672634601593,9673.480782270432,2896290304.0,7261356.0 | |
| 23,0.9987895656771822,0.7276593122149636,0.7167810373895892,0.7188549262253561,0.7158128782430835,2148966.738172014,4852331.3982237885,202157.48837398711,7203455.62476979,86465860.40574838,0.007878489503627281,4.004638195037842,211.77836857155245,480.0,20.0,216.3548807959183,2.68497600427339,0.0001010153112782198,4.622035778999933,2029,438.9840531349182,10112.85537147522,2896290304.0,7261356.0 | |
| 24,0.9440245509162333,0.7377819548872181,0.7280086210245859,0.7302233537720471,0.7267485163563902,2242029.985622553,5063131.885199771,210940.80460398688,7516102.675426311,93981963.08117469,0.008220434624864307,4.004638195037842,211.7786527121268,480.0,20.0,216.31612573250462,2.746031694485085,9.816017512631588e-05,4.622863860073912,2029,438.90541911125183,10552.010727643967,2896290304.0,7261356.0 | |
| 25,0.8763924305179895,0.7542062122519413,0.7453146442577823,0.74726142099126,0.7442361549524538,2335186.008147314,5273922.599135768,219723.71457798753,7828832.32186107,101810795.40303576,0.008562470081907613,4.004638195037842,211.77941833372364,480.0,20.0,216.3082452288045,2.7976782747299698,9.633699908809025e-05,4.62303227943174,2029,438.8894295692444,10991.165783405304,2896290304.0,7261356.0 | |
| 26,0.8222567216700201,0.7695981757672871,0.7607757169703049,0.7630548105993011,0.75932011122915,2428265.3526107282,5484847.665743781,228512.2224179876,8141625.240772497,109952420.64380826,0.00890457474067427,4.004638195037842,211.7795060766935,480.0,20.0,216.4388386823674,2.869651027416701,9.452635720853515e-05,4.6202428643943145,2029,439.15440368652344,11430.601372480392,2896290304.0,7261356.0 | |
| 27,0.7461719873828099,0.7888419820041908,0.7811027543043026,0.783114240995611,0.7798170293158067,2521355.05308243,5695788.9379197825,237301.4062819874,8454445.3972842,118406866.04109246,0.00924670918946936,4.004638195037842,211.77960929171903,480.0,20.0,216.46204178059494,2.8866842901136796,9.3304994583984e-05,4.619747609207142,2029,439.20148277282715,11870.068488121033,2896290304.0,7261356.0 | |
| 28,0.6793756194489822,0.8050813509182793,0.7974916727948955,0.7993730269275797,0.7962796948777513,2614414.2315297103,5906616.810815781,246085.86387198765,8767116.90621748,127173982.94730994,0.009588681060961644,4.004638195037842,211.77980847015957,480.0,20.0,216.3377967945398,2.9406684154709786,9.182965843050755e-05,4.622400777011331,2029,438.9493896961212,12309.299001455307,2896290304.0,7261356.0 | |
| 29,0.6149826893934538,0.8221373104893381,0.8155082795785086,0.817144701657488,0.8144364253222806,2707612.7960885074,6117407.6628477685,254868.77875598727,9079889.237692263,136253872.1850022,0.009930763203048537,4.004638195037842,211.78077434591071,480.0,20.0,216.29894455411036,2.9888467907376803,9.054486117258979e-05,4.6232310659742275,2029,438.8705585002899,12748.4351272583,2896290304.0,7261356.0 | |
| 30,0.5241247420573305,0.8484068778503636,0.8427507989385051,0.8440321426707151,0.8418757272079832,2800762.7436084044,6328203.070943775,263651.88459398685,9392617.699146165,145646489.88414836,0.010272797364066753,4.004638195037842,211.78148703801534,480.0,20.0,216.3208921064938,2.933096263195976,9.03269892404423e-05,4.622762000758136,2029,438.9150900840759,13187.631402730942,2896290304.0,7261356.0 | |
| 31,0.46782423680700536,0.8623043263897449,0.8571753375911,0.8588713292005882,0.8559240580124858,2893912.41712808,6539050.986095779,272437.1779679868,9705400.581191845,155351890.4653402,0.010614891045415686,4.004638195037842,211.78208147266565,480.0,20.0,216.35249343747984,2.9696243533716817,8.884788620274053e-05,4.622086781213703,2029,438.9792091846466,13626.876173496246,2896290304.0,7261356.0 | |
| 32,0.37494769978473313,0.8899605571305312,0.8855506747872143,0.8865994224269749,0.8847765556999053,2987086.053666935,6749910.0995997805,281222.9374639876,10018219.090730703,165370109.5560709,0.01095702369290055,4.004638195037842,211.78276644390138,480.0,20.0,216.37582132650633,2.8576339260000734,8.883420786374715e-05,4.621588465242714,2029,439.0265414714813,14066.168276309967,2896290304.0,7261356.0 | |
| 33,0.30186347469334945,0.9134259829902626,0.9104283281820881,0.911601412721216,0.9095464863496181,3080223.086176497,6960864.7927678,290012.6801159885,10331100.559060285,175701210.11513117,0.011299225199027393,4.004638195037842,211.78306352555717,480.0,20.0,216.4770021057881,2.7469934352282057,8.841516717105188e-05,4.619428346995121,2029,439.23183727264404,14505.665734052658,2896290304.0,7261356.0 | |
| 34,0.21904336132050412,0.9399728830272402,0.9381967552626232,0.9389525252576821,0.9376144682376387,3173384.624705666,7171707.2445118055,298797.74572598864,10643889.614943461,186345099.73007464,0.011641325632762463,4.004638195037842,211.78372037440417,480.0,20.0,216.3630117037544,2.4803474366429876,8.831103262359727e-05,4.621862083197502,2029,439.0005507469177,14944.916169166565,2896290304.0,7261356.0 | |
| 35,0.1435593029822899,0.9650406754591396,0.963342522938108,0.9638627950148717,0.9629368217382618,3266459.857165798,7382614.976015809,307585.53176198853,10956660.364943596,197301760.09501824,0.011983406045175143,4.004638195037842,211.78381444240182,480.0,20.0,216.36888967939876,2.068356468443685,8.807799487395242e-05,4.621736523590496,2029,439.0124771595001,15384.319244384766,2896290304.0,7261356.0 | |
| 36,0.08048614685939136,0.984792924935289,0.984289834734504,0.9845161074857515,0.984127590503183,3359622.887696159,7593648.081407826,316378.5410059884,11269649.510109972,208571409.6051282,0.012325725318506045,4.004638195037842,211.78406557903227,480.0,20.0,216.5551583951421,1.5094298073271921,8.738452105824888e-05,4.617761162610258,2029,439.3904163837433,15823.9752972126,2896290304.0,7261356.0 | |
| 37,0.04912136329389363,0.9936829779366448,0.9934829683248076,0.9935324876058412,0.9934597952592852,3452725.0241778106,7804545.685631801,325165.8822379878,11582436.5920476,220153846.1971758,0.012667823593317664,4.004638195037842,211.7843103987452,480.0,20.0,216.40729669163883,1.0976114820830336,8.579222256385146e-05,4.620916278183129,2029,439.0904049873352,16263.362508535385,2896290304.0,7261356.0 | |
| 38,0.03021499794894557,0.9975040059164304,0.9973773686812818,0.9973669165966021,0.9974008161779693,3545914.7207295047,8015494.419407789,333955.37728998694,11895364.517427279,232049210.71460307,0.01301007590997221,4.004638195037842,211.7848681816629,480.0,20.0,216.45210869151305,0.7565602606530551,8.385653121054334e-05,4.619959611597951,2029,439.18132853507996,16702.82496547699,2896290304.0,7261356.0 | |
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