epoch,loss,accuracy,f1_score,precision,recall,energy_gpu_j,energy_cpu_j,energy_ram_j,total_energy_j,cumulative_total_energy_j,carbon_emissions_kg,vram_peak_gb,latency_ms,eag_metric,it_per_sec,epoch_duration_sec,cumulative_time_sec,model_flops,model_params
1,1.4929003594484513,0.6544588931344756,0.6452508961913744,0.6540594769663893,0.640130735955079,87799.61923963242,202047.38606404513,8383.85696600075,298230.86226967827,298230.86226967827,0.059102812391261514,2.8287134170532227,208.67831745777534,0.0021944707135731463,4.792064706015005,423.4083061218262,425.48353004455566,4132308992.0,24122732.0
2,1.1101579373181893,0.7210957722174288,0.7129717993715483,0.7160131827349657,0.7112815155408557,175406.36832498535,404226.9611040596,16807.95364000136,596441.2830690463,894672.1453387246,0.11820157373168426,2.8287134170532227,207.45688250876813,0.001208997084351641,4.820278738921738,420.9300146102905,846.6886303424835,4132308992.0,24122732.0
3,0.9785150808101807,0.7519875508443239,0.7446359501375279,0.7478106274380284,0.7426886177897367,263197.37955772807,607262.0080800633,25267.694812001428,895727.0824497928,1790399.2277885173,0.1775134515083507,2.8287134170532227,208.2621925508171,0.0008395275364318063,4.801639643527687,422.5639886856079,1269.6751279830933,4132308992.0,24122732.0
4,0.8857554272882101,0.7720633551090842,0.7649234251754478,0.768096719461441,0.7630426146603849,351128.1319022729,811186.6422720439,33764.50232600095,1196079.2765003177,2986478.504288835,0.2370366653071286,2.8287134170532227,209.2328997537266,0.000645495135881053,4.779363098141019,424.5335536003113,1694.5207073688507,4132308992.0,24122732.0
5,0.8234859453766672,0.7867619869345495,0.7797516245747914,0.7826617035087182,0.7778997759134098,438658.7019266784,1012878.8041920215,42168.28671800089,1493705.7928367008,4480184.297125536,0.2960197095964468,2.8287134170532227,206.95245506846888,0.0005267181734901139,4.832027721870497,419.90653133392334,2114.712235927582,4132308992.0,24122732.0
6,0.7785348454357193,0.7981018119068162,0.7917024480134374,0.794465731965071,0.7899528472078349,526504.5062032641,1215389.6766240243,50606.18421400082,1792500.367041289,6272684.664166825,0.35523423732286225,2.8287134170532227,207.7940999139642,0.0004452449921804855,4.812456178563509,421.61422872543335,2536.608472108841,4132308992.0,24122732.0
7,0.7341011211151205,0.8070072722790583,0.8015470614958755,0.8038573594103695,0.8000214851531073,614215.4663719765,1417694.6414880082,59035.50419200096,2090945.6120519857,8363630.276218811,0.4143795356688834,2.8287134170532227,207.58611442656164,0.0003859532584815,4.817277893381318,421.19222617149353,2958.081698179245,4132308992.0,24122732.0
8,0.7008137966264287,0.8161746579563663,0.8106070203430291,0.8128875358343985,0.8091187155677203,701836.7594689565,1619759.4061920326,67454.81709800195,2389050.982758991,10752681.258977802,0.47345747838626584,2.8287134170532227,207.34095902440583,0.00034163132718658377,4.822973737100789,420.6948058605194,3379.0555062294006,4132308992.0,24122732.0
9,0.6618978417363292,0.8273604092197707,0.8220837385064786,0.8244556550687839,0.8204902851319091,789398.8045185339,1821457.826448027,75858.86548000155,2686715.4964465625,13439396.755424365,0.5324480529167588,2.8287134170532227,206.95780191943234,0.000307944927668759,4.8319028841893825,419.9173800945282,3799.2608857154846,4132308992.0,24122732.0
10,0.6453702190322659,0.8314741772463947,0.8261855634011388,0.8282036562811299,0.8249166707249436,877128.8127024818,2023993.371504033,84297.79535200214,2985419.9795585168,16424816.734982882,0.5916447265656132,2.8287134170532227,207.81758949050413,0.0002785116274894606,4.811912227697614,421.6618890762329,4221.210830450058,4132308992.0,24122732.0
11,0.6168325598814794,0.839070011093307,0.8339549417609325,0.8364868357015426,0.8322452817226275,964674.4897389638,2225570.861760042,92696.80492600311,3282942.1564250095,19707758.891407892,0.6506070930616709,2.8287134170532227,206.8397077567005,0.0002555847685135641,4.834661636518413,419.67776703834534,4641.168638467789,4132308992.0,24122732.0
12,0.5829964505628802,0.8461882164427462,0.8418172615604682,0.8438586588676962,0.840414581307402,1052302.4118412565,2427446.0486880313,101108.19644200268,3580856.6569712907,23288615.548379183,0.7096472095017373,2.8287134170532227,207.1461047722002,0.00023630887731721076,4.827510520169838,420.2994465827942,5061.757319688797,4132308992.0,24122732.0
13,0.5583342158365509,0.8542000493035868,0.8495438595724999,0.8514112326847464,0.8482595262011798,1139796.9708368408,2628994.5982080325,109505.99736200298,3878297.5664068763,27166913.11478606,0.7685934705763577,2.8287134170532227,206.79524803819652,0.00022025129188191122,4.835701059316861,419.58755826950073,5481.661885023117,4132308992.0,24122732.0
14,0.5483460735186325,0.8564495254529767,0.8523173001596438,0.8545040688238154,0.8507681426641386,1227341.7178725807,2830765.5741600506,117913.06824200321,4176020.3602746343,31342933.475060694,0.8275955949596376,2.8287134170532227,207.0221587200362,0.00020508748798261431,4.830400794691438,420.0479600429535,5901.996865034103,4132308992.0,24122732.0
15,0.5210484534450621,0.8644459509429311,0.8603186985561232,0.8627971594830937,0.8584821371970668,1314843.496873955,3032325.7211040426,126311.31345400355,4473480.531432002,35816414.0064927,0.8865456732848274,2.8287134170532227,206.81946062583415,0.00019323789270324912,4.8351349383370765,419.6366856098175,6321.934572458267,4132308992.0,24122732.0
16,0.48545514544524426,0.8724885985455442,0.8689034581499535,0.8704592182491551,0.8678052343154491,1402353.5478819355,3233774.999904027,134704.97960400305,4770833.527389966,40587247.53388266,0.9454745118373956,2.8287134170532227,206.69624745522654,0.000182879698806608,4.838017198239725,419.38668608665466,6741.603262424469,4132308992.0,24122732.0
17,0.4805185278747258,0.8735979292493529,0.8701877900318726,0.8721504522775596,0.8687802140509344,1489960.1099671258,3435284.0119680483,143101.1294980033,5068345.251433177,45655592.78531584,1.0044348068132603,2.8287134170532227,206.7651825035776,0.00017236353995464803,4.836404214150984,419.5265552997589,7161.4208788871765,4132308992.0,24122732.0
18,0.4645011524530747,0.8786977690126957,0.87518779002184,0.8770795809875283,0.8737507979694171,1577488.8149900406,3636967.735584033,151504.56485200324,5365961.115426077,51021553.90074192,1.06341574004186,2.8287134170532227,206.93532230232432,0.0001637540321502915,4.832427779241282,419.871768951416,7581.592806339264,4132308992.0,24122732.0
19,0.45242919895234307,0.8817330210772834,0.8785281093717346,0.8805195335027185,0.8770720381209716,1665061.316047978,3838845.053904019,159916.0673360038,5663822.437288001,56685376.33802992,1.1224453176336633,2.8287134170532227,207.14261309744515,0.0001556780832803583,4.827591894525221,420.2923619747162,8002.172938346863,4132308992.0,24122732.0
20,0.42417986194537505,0.8895599654874892,0.8871116877031318,0.8886542502376009,0.8860009997552021,1752764.68521062,4041450.0712799835,168357.8909300035,5962572.647420607,62647948.98545053,1.181651053374557,2.8287134170532227,207.89186422198554,0.0001491906292952775,4.81019304792133,421.8125925064087,8424.267557144165,4132308992.0,24122732.0
21,0.4144774807994371,0.8920405522001725,0.8891673451112706,0.8908523089406367,0.887925309952155,1840726.911580343,4245214.466255977,176848.02068000197,6262789.398516322,68910738.38396685,1.241147425351912,2.8287134170532227,209.0864240271285,0.00014243502302847678,4.782711286268172,424.2363543510437,8848.78593158722,4132308992.0,24122732.0
22,0.3956216592699686,0.8974639467521263,0.8946937815114578,0.8965416656263612,0.8933087253942926,1928279.937622709,4446976.468704007,185254.71697600328,6560511.12330272,75471249.50726956,1.3001493378667264,2.8287134170532227,207.02400696342247,0.00013679786984345838,4.83035767043521,420.0517101287842,9269.125282764435,4132308992.0,24122732.0
23,0.37909023458401575,0.9011925305065943,0.898589438567129,0.9003456358505677,0.8972789841890901,2015888.5457095394,4649097.636383994,193676.37919400123,6858662.561287534,82329912.0685571,1.35923641010765,2.8287134170532227,207.38983318804517,0.00013139479052274864,4.82183713939958,420.7939715385437,9690.213788747787,4132308992.0,24122732.0
24,0.36576875217328697,0.9064618513496857,0.9038788146816593,0.9055230364870962,0.9026776891695669,2103429.4107421828,4850843.04201599,202082.38410199995,7156354.836860172,89486266.90541726,1.4182324864345441,2.8287134170532227,207.0086849564223,0.00012666530265950212,4.830715195405988,420.0206217765808,10110.518069267273,4132308992.0,24122732.0
25,0.35193473004225134,0.9104831751509922,0.9082153155001645,0.9093954786174305,0.9073726406004984,2191155.716923164,5053373.691600019,210521.06579600138,7455050.474319185,96941317.37973645,1.4774274070690983,2.8287134170532227,207.81385622452257,0.0001221297130431756,4.811998671155006,421.6543142795563,10532.477386713028,4132308992.0,24122732.0
26,0.3414163312201373,0.9131332429434241,0.9105458889085944,0.912004462678366,0.9094586607608683,2278869.816094381,5255976.781632004,218962.80830000064,7753809.406026386,104695126.78576285,1.5366348712346865,2.8287134170532227,207.8700091463994,0.00011776575811029379,4.8106987828904,421.76824855804443,10954.551352500916,4132308992.0,24122732.0
27,0.3295753875907057,0.9155984222852213,0.9130686247028543,0.9139930216618101,0.9124916894097033,2366749.426398026,5458407.906768041,227397.3841420003,8052554.717308067,112747681.50307092,1.5958396361308294,2.8287134170532227,207.712277336741,0.00011370285014235852,4.8143519142049085,421.44821071624756,11376.284564733505,4132308992.0,24122732.0
28,0.31546475638751587,0.9199124861333662,0.9176945759079126,0.9192002887719578,0.9165475158815544,2454654.6027221014,5661176.532432025,235845.98761799984,8351677.122772126,121099358.62584305,1.6551191328187973,2.8287134170532227,208.0600618904832,0.00011014703665028956,4.806304443600383,422.1538655757904,11798.739505529404,4132308992.0,24122732.0
29,0.30089580354511647,0.9229015160852952,0.9211095882324425,0.9222934643973951,0.9202296739870007,2542316.0748512275,5863017.111552021,244255.95872200097,8649589.14512525,129748947.7709683,1.7141587581353621,2.8287134170532227,207.07471374222186,0.0001066988848372556,4.829174851570027,420.15459418296814,12219.225197315216,4132308992.0,24122732.0
30,0.2841790868850685,0.9288333538764945,0.9267550426284114,0.9278263911955115,0.9259355147129547,2629868.0258927303,6064713.127152005,252659.88453400094,8947241.037578737,138696188.80854705,1.7731468314142256,2.8287134170532227,206.95964675516024,0.00010381226458249651,4.831859812666918,419.9211232662201,12639.443398952484,4132308992.0,24122732.0
31,0.27346655760904126,0.9302662393689141,0.9284629871956322,0.9296864205831078,0.9275617619836514,2717424.3339377213,6266537.658288011,261069.18461200088,9245031.176837733,147941219.9853848,1.8321623021761915,2.8287134170532227,207.083046289428,0.00010062337504059258,4.8289805366411205,420.1715009212494,13059.895729541779,4132308992.0,24122732.0
32,0.2683335760637692,0.9328084555651424,0.9310374203676998,0.932238060967076,0.9301391371258744,2805143.4581129667,6469245.072623993,269515.27336200007,9543903.80409896,157485123.78948376,1.8913922983056017,2.8287134170532227,207.99917490861873,9.773866907213749e-05,4.80771137885203,422.0303258895874,13482.20461177826,4132308992.0,24122732.0
33,0.24807895497892174,0.9382164427462097,0.9367075093727601,0.9376469737737579,0.9360444563698214,2892697.430156089,6670832.299728019,277914.6884720004,9841444.41835611,167326568.20783988,1.9503583186878892,2.8287134170532227,206.85045692120474,9.533320545877015e-05,4.834410399107451,419.6995770931244,13902.182213068008,4132308992.0,24122732.0
34,0.24849032725957063,0.937430666831012,0.9359719593577229,0.9369805840152956,0.9352305100632172,2980593.8914731955,6873691.487280035,286367.10163600044,10140652.48038923,177467220.6882291,2.0096547906281597,2.8287134170532227,208.15234339372344,9.244283527552958e-05,4.804173634060339,422.34110474586487,14324.80733346939,4132308992.0,24122732.0
35,0.2336027881361456,0.9414982127449772,0.9399053531482849,0.9407015680696901,0.9393624172967971,3068309.2666454515,7076282.369328046,294808.3297719993,10439399.965745497,187906620.65397462,2.068859986378176,2.8287134170532227,207.93646717964575,9.01870046012499e-05,4.809161247969336,421.9030919075012,14746.875427007675,4132308992.0,24122732.0
36,0.22935333879005407,0.942884876124738,0.94133173781102,0.9419329868821876,0.9409845033482614,3156096.8878754834,7279180.367088038,303262.3528379994,10738539.607801521,198645160.26177615,2.1281428989804234,2.8287134170532227,208.19070704644864,8.780382720195347e-05,4.803288360881996,422.41894459724426,15169.580984592438,4132308992.0,24122732.0
37,0.22022012012912912,0.9450419080488105,0.943639585804173,0.9445642054900535,0.9429443218204997,3245049.3110373644,7485359.0767200645,311853.0622059992,11042261.449963428,209687421.71173957,2.1883339030898217,2.8287134170532227,211.54857950882703,8.558409093383136e-05,4.727046630716205,429.23206782341003,15599.132591485977,4132308992.0,24122732.0
38,0.21220090777288247,0.9466750893627511,0.9449825433721872,0.9459576491713532,0.9442715845746718,3332923.0733363177,7689376.9910400715,320353.7512999983,11342653.815676387,221030075.52741596,2.247865078030549,2.8287134170532227,209.3319334732364,8.346151656805184e-05,4.777102009273002,424.73449301719666,16024.165103197098,4132308992.0,24122732.0
39,0.2051068094481901,0.948323678047578,0.9469691261124094,0.9477009459131629,0.9464419066291824,3420564.4784493884,7891794.668640083,328787.76523599867,11641146.912325468,232671222.43974143,2.307019859521221,2.8287134170532227,207.6948224881296,8.146307964239395e-05,4.814756516413177,421.4127948284149,16445.868537664413,4132308992.0,24122732.0
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41,0.19536000788955413,0.9521292986564772,0.9509189352152233,0.9518595683901602,0.9502117198226133,3595644.3955132016,8295415.8130561365,345605.2082859981,12236665.416855337,256847377.6601636,2.425038558796302,2.8287134170532227,206.68862464100107,7.780953930022236e-05,4.838195627538318,419.3712193965912,17286.751001119614,4132308992.0,24122732.0
42,0.20006852168935232,0.95085048687292,0.950019814359242,0.9511197944108566,0.9492408440997447,3683285.878626343,8497985.517360156,354045.5603739992,12535316.956360498,269382694.6165241,2.4842247401841084,2.8287134170532227,207.84833103403662,7.585372513380704e-05,4.811200527928429,421.7242636680603,17708.774285554886,4132308992.0,24122732.0
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