| 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 | |
| 1,5.606139725652234,0.009937754221619622,0.001259816531854513,0.0013044412414621295,0.005171136899172217,11548.377238691997,39438.843936128564,1639.2638240044475,52626.484998825006,52626.484998825006,0.01042941446779075,0.9794306755065918,139.8697218447911,480.0,20.0,81.13043085107662,1.2043296464558306,0.00018883560666918002,12.3258312511073,1015,82.34738731384277,84.78887581825256,711339712.0,58232940.0 | |
| 2,5.393173843534122,0.022155799334401576,0.007994913537889016,0.009259684586436775,0.01550122483485961,22916.475333163078,78524.64816014284,3267.8033540048646,104708.92684731078,157335.4118461358,0.020751011521908953,0.9794306755065918,139.86656689096674,480.0,20.0,79.68657545268242,2.403461863665745,0.0002115941782758382,12.549165205296044,1015,80.88187408447266,166.20605540275574,711339712.0,58232940.0 | |
| 3,4.937994467448719,0.05414150129421916,0.031444183761731366,0.033404645515885366,0.04458685148255936,34355.60148445589,117583.43721614222,4895.217414004729,156834.25611460285,314169.66796073865,0.031081107921293982,0.9794306755065918,139.87502793827161,480.0,20.0,79.62827048278209,4.426408941992398,0.0003452147677141183,12.558353885335595,1015,80.8226945400238,247.58022928237915,711339712.0,58232940.0 | |
| 4,4.398934719245422,0.10691174657956366,0.07724732796259064,0.0777686926870589,0.09330538412073387,45950.90976069684,156637.32288013215,6522.427144005198,209110.6597848342,523280.32774557284,0.041441143952097734,0.9794306755065918,139.90608095514105,480.0,20.0,79.61288132691031,5.835312307526912,0.0005112687544937748,12.560781412919237,1015,80.80707454681396,328.9582197666168,711339712.0,58232940.0 | |
| 5,3.969585071291242,0.16136139529150745,0.1293285529721252,0.12803419354999823,0.14581819744425986,57548.757038967226,195745.94539213929,8151.8960400053775,261446.59847111188,784726.9262166847,0.05181297851661903,0.9794306755065918,139.93445459945215,480.0,20.0,79.70522189962453,6.619955522321128,0.0006171868222234179,12.546229420944762,1015,80.9008002281189,410.4526152610779,711339712.0,58232940.0 | |
| 6,3.625202873774937,0.2105417231603599,0.17830731729452404,0.1782096216862067,0.19368137787572764,68972.75817815967,234786.5568481386,9778.532564005582,313537.84759030386,1098264.7738069887,0.06213632097852053,0.9794306755065918,139.94045824752297,480.0,20.0,79.58556677907558,7.207052155198722,0.0006715033759990349,12.56509239641323,1015,80.77935028076172,491.80297207832336,711339712.0,58232940.0 | |
| 7,3.3377195668337967,0.2557469493405645,0.22412989267685304,0.22376515098846417,0.2375173370468488,80502.65540206923,273900.598656144,11408.248454005225,365811.50251221843,1464076.2763192072,0.07249581226772767,0.9794306755065918,139.9580966985225,480.0,20.0,79.7064156367861,7.675613541908452,0.0006991222189138853,12.546041520131789,1015,80.90201187133789,573.2586138248444,711339712.0,58232940.0 | |
| 8,3.1136521384046585,0.29170775298902996,0.26125963548446596,0.2604896501102585,0.27301625886786607,92011.82560939892,313752.30974416254,13068.69839000632,418832.8337435678,1882909.110062775,0.08300347659412352,0.9794306755065918,139.94310584373886,480.0,20.0,81.2442300354906,8.214501481925325,0.000696477757920071,12.308566399892788,1015,82.46289348602295,656.2886307239532,711339712.0,58232940.0 | |
| 9,2.900142072104468,0.3309965487489215,0.3027399243351685,0.30312966115512374,0.312552616894972,103526.75782133645,352888.45656014985,14699.335558005843,471114.54993949214,2354023.660002267,0.0933645654509392,0.9794306755065918,139.95739552378663,480.0,20.0,79.76678181164371,8.597416079103066,0.0007025818854277229,12.536546884407818,1015,80.96328353881836,737.8136942386627,711339712.0,58232940.0 | |
| 10,2.7228133918029336,0.36096388512264266,0.33465371983413794,0.3352421735362166,0.3422925631326416,114904.16792325747,391962.6477121376,16327.39102600608,523194.20666140114,2877217.8666636683,0.10368561055408794,0.9794306755065918,139.95526746140453,480.0,20.0,79.64366104802474,9.171963576612802,0.0006899233220222752,12.555927073681417,1015,80.83831596374512,819.222473859787,711339712.0,58232940.0 | |
| 11,2.556361142520247,0.391470479477382,0.368147064991634,0.36971351457095525,0.37393229492999647,126409.0851271849,431177.28633611463,17961.299248005962,575547.6707113055,3452765.5373749738,0.11406091826109568,0.9794306755065918,139.964709210357,480.0,20.0,79.93637470188987,9.641459233420235,0.0006801703827479192,12.50994936572171,1015,81.13542032241821,900.9248008728027,711339712.0,58232940.0 | |
| 12,2.40822679632403,0.41888019228398865,0.3975898653996291,0.40006218491156775,0.4019943330340127,137775.92422065014,470359.5954241231,19593.85903800605,627729.3786827793,4080494.916057753,0.12440218768245019,0.9794306755065918,139.95700895086085,480.0,20.0,79.87511075776199,10.129669868769904,0.0006672942298207588,12.51954445525227,1015,81.07323741912842,982.553350687027,711339712.0,58232940.0 | |
| 13,2.2683484714019473,0.4482158264513743,0.42729067480952865,0.4296172421675603,0.43053784677871837,149272.68341805125,509514.3418081104,21225.27024400537,680012.2954701671,4760507.21152792,0.13476351447014762,0.9794306755065918,139.9674588778452,480.0,20.0,79.81355014105736,10.62853112714044,0.0006591290031623231,12.52920084663148,1015,81.01075339317322,1064.1243851184845,711339712.0,58232940.0 | |
| 14,2.1345773921224285,0.47163503019844694,0.4531806633657819,0.4558790807906928,0.45514281089791514,160730.02958391633,548623.2221761252,22854.77113800589,732208.0228980473,5492715.234425968,0.14510756224011273,0.9794306755065918,139.97433683531116,480.0,20.0,79.72120933344799,11.05844777393811,0.0006441270997437806,12.543713377669976,1015,80.9170274734497,1145.5924685001373,711339712.0,58232940.0 | |
| 15,2.0098126628716004,0.49744237643288547,0.4801557291876892,0.4833298102004517,0.4812200385084562,172078.62066278458,587769.4956481083,24485.830272005405,784333.9465828983,6277049.181008866,0.15543777644001375,0.9794306755065918,139.96578144438232,480.0,20.0,79.79816028050014,11.572710644200518,0.0006342226784905701,12.531617226323009,1015,80.99513268470764,1227.1432266235352,711339712.0,58232940.0 | |
| 16,1.903416237572731,0.520923209663503,0.5046272839818702,0.5078257563046918,0.5052185071319955,183430.27774410316,626771.4307201188,26110.875232005492,836312.5836962275,7113361.764705094,0.16573880167356114,0.9794306755065918,139.96310049610017,480.0,20.0,79.50633194646224,11.960792639220289,0.0006228809894993965,12.57761458135658,1015,80.69892692565918,1308.4134032726288,711339712.0,58232940.0 | |
| 17,1.7739093459885695,0.5464378158511032,0.5320123029273344,0.5343648740371032,0.5325086075045664,194782.5718259285,665835.7046881132,27738.51775200572,888356.7942660474,8001718.5589711405,0.17605282212721196,0.9794306755065918,139.95827920824158,480.0,20.0,79.6288725190562,12.416781322122207,0.0006151107520965889,12.558258937556692,1015,80.82330560684204,1389.7951335906982,711339712.0,58232940.0 | |
| 18,1.666755986213684,0.567946505608283,0.5531751076783473,0.5554479442077671,0.5533158614322234,206153.81292291702,704897.7492481191,29366.06322000618,940417.6253910423,8942136.184362182,0.18637013641016958,0.9794306755065918,139.95598722606428,480.0,20.0,79.64425768171039,12.858756672337725,0.0006039300947513832,12.555833014307087,1015,80.83892154693604,1471.1756174564362,711339712.0,58232940.0 | |
| 19,1.5695420909984945,0.5889159373844447,0.576781124011201,0.5801742350913494,0.57584005961712,217495.90499658248,743935.0402081199,30992.57898200536,992423.5241867078,9934559.70854889,0.19667656431091357,0.9794306755065918,139.9510432235827,480.0,20.0,79.56730626486792,13.221551760781574,0.0005934119083554191,12.56797605628556,1015,80.76081585884094,1552.4987952709198,711339712.0,58232940.0 | |
| 20,1.4551943680335735,0.6121964747935412,0.6006640092096212,0.6033410539930631,0.5998335272591292,228880.68410439856,783101.9857441261,32624.49293800513,1044607.1627865299,10979166.87133542,0.20701821634044015,0.9794306755065918,139.9468056604115,480.0,20.0,79.8443303319621,13.48478456224714,0.0005860542571434064,12.52437080807596,1015,81.04199528694153,1634.110375404358,711339712.0,58232940.0 | |
| 21,1.3438744297755763,0.6383890053001355,0.6277778008208351,0.6305706396766366,0.6265501157389326,240401.20932081167,822351.478272127,34259.852204005,1097012.5397969435,12076179.411132364,0.2174038120570198,0.9794306755065918,139.95605002213202,480.0,20.0,80.01362373088969,13.82886235749193,0.0005819341002412798,12.497871654498567,1015,81.21382808685303,1715.8772807121277,711339712.0,58232940.0 | |
| 22,1.2335193833694083,0.665120793787748,0.6554475946876435,0.6577244686717278,0.6544308329585496,251947.56555789118,861910.4530081339,35908.10507200542,1149766.1236380306,13225945.534770394,0.22785841472623333,0.9794306755065918,139.957456675226,480.0,20.0,80.66001478674377,13.969349682624705,0.0005784835542755488,12.397716546964322,1015,81.86991500854492,1798.2855331897736,711339712.0,58232940.0 | |
| 23,1.1343733510653962,0.6891100702576113,0.680104427251233,0.6827145573570217,0.6787782871706407,263357.8426861032,900986.5713601281,37536.21896800585,1201880.633014237,14427826.167784631,0.2381863668606417,0.9794306755065918,139.95940964205604,480.0,20.0,79.65966915262157,14.122716065580622,0.0005733598257003018,12.553403882259163,1015,80.85456418991089,1879.7287194728851,711339712.0,58232940.0 | |
| 24,1.0429749633878322,0.7097405398742759,0.7013269469900659,0.7035785318007682,0.7001161974737403,274774.5398194539,940199.7559681257,39170.061316005886,1254144.3571035855,15681970.524888217,0.2485438900767608,0.9794306755065918,139.95740807826706,480.0,20.0,79.93705002545136,14.392984694682905,0.0005659161450228933,12.509843679265215,1015,81.13610577583313,1961.3909544944763,711339712.0,58232940.0 | |
| 25,0.940713616045825,0.736580179958092,0.7299564222115268,0.7318968241856988,0.7287452212972717,286298.29103844886,979304.2549441104,40799.37754600541,1306401.9235285646,16988372.44841678,0.25890019297892847,0.9794306755065918,139.9715054203304,480.0,20.0,79.72163378898733,14.415934982675637,0.0005638235574306292,12.543646592176827,1015,80.91745829582214,2042.861495256424,711339712.0,58232940.0 | |
| 26,0.8194661651045231,0.766008258350795,0.7594216739388567,0.7611232286535405,0.7584016686886049,297834.59426748316,1018300.1853601077,42424.149170005694,1358558.9287975966,18346931.377214376,0.2692365668667461,0.9794306755065918,139.99046359677746,480.0,20.0,79.50617362712991,14.263673321954135,0.0005638388163469337,12.577639626953065,1015,80.69876623153687,2124.1332943439484,711339712.0,58232940.0 | |
| 27,0.7269227805983257,0.7911530876371256,0.7867457740756775,0.788472556078233,0.7855658701205654,309291.7444331945,1057463.3177761082,44055.907154005254,1410810.9693633078,19757742.346577685,0.2795917746648688,0.9794306755065918,139.9944747025128,480.0,20.0,79.81398023408035,14.182896202538402,0.0005607789454558672,12.529133330616718,1015,81.01118993759155,2205.6956598758698,711339712.0,58232940.0 | |
| 28,0.6461246988456237,0.8124922963145569,0.8085464410881228,0.8096720867976535,0.8078601806421153,320728.3515824756,1096677.1348800885,45689.77657200536,1463095.2630345696,21220837.609612256,0.289953374320735,0.9794306755065918,139.99444006089874,480.0,20.0,79.92171372098876,14.149997472997956,0.0005553242614082331,12.512244213018965,1015,81.12053942680359,2287.3941807746887,711339712.0,58232940.0 | |
| 29,0.5781237379523921,0.8303186244299273,0.8267564983867561,0.8281336445189267,0.8258014566663449,332173.2807384084,1135766.5537921062,47318.466578006046,1515258.3011085207,22736095.910720777,0.30029094377810106,0.9794306755065918,139.99938514777037,480.0,20.0,79.69085594703411,13.917011237496814,0.0005479716717753596,12.54849114263049,1015,80.88621878623962,2368.8350870609283,711339712.0,58232940.0 | |
| 30,0.49227543888714514,0.8541230124491557,0.8508324967399253,0.8520066896911105,0.8499867818308886,343628.44590253587,1175063.5294560995,48955.80347600626,1567647.7788346417,24303743.689555418,0.3106733886054348,0.9794306755065918,139.9986802180179,480.0,20.0,80.1063958059978,13.566601843904392,0.0005448436976602574,12.483397735454314,1015,81.30799174308777,2450.717563867569,711339712.0,58232940.0 | |
| 31,0.4212385363032665,0.8736287439911253,0.8709664072924514,0.8718504027673329,0.8703870788507582,355077.9290621165,1214187.198144123,50585.92031000647,1619851.0475162459,25923594.737071663,0.3210189308863994,0.9794306755065918,140.00289951653772,480.0,20.0,79.7678115919893,13.092868142997103,0.0005393265913743612,12.536385041061164,1015,80.96432876586914,2532.2217605113983,711339712.0,58232940.0 | |
| 32,0.3532638517800223,0.8929958091951189,0.8914859966914571,0.892621581394374,0.8906165389409,366652.20432152844,1253266.2729121372,52214.17927600676,1672132.6565096723,27595727.393581335,0.33137999849803246,0.9794306755065918,140.02202721960182,480.0,20.0,79.6772111225598,12.531557518155704,0.0005340460314070503,12.550640087813768,1015,80.8723692893982,2613.6466629505157,711339712.0,58232940.0 | |
| 33,0.30002491653259167,0.9084494021940096,0.9060909646702675,0.90680219839646,0.9055750113524753,378118.1074942438,1292306.571120154,53840.82310600671,1724265.5017204047,29319992.89530174,0.3417115843924741,0.9794306755065918,140.03036997432574,480.0,20.0,79.56773682768122,11.989955861227854,0.0005268616702518228,12.567908047525426,1015,80.76125288009644,2694.976896762848,711339712.0,58232940.0 | |
| 34,0.25048430526142784,0.9228244792308641,0.9211387704997825,0.9218355380542477,0.9206147359301652,389566.5386529796,1331396.9975041319,55469.55543200601,1776433.0915891174,31096425.98689086,0.3520500559156754,0.9794306755065918,140.0351300547599,480.0,20.0,79.67546843542841,11.31450181500665,0.00051948169824136,12.550914599396833,1015,80.87060046195984,2776.422895669937,711339712.0,58232940.0 | |
| 35,0.21254769084709033,0.9351195611980772,0.9344280184375467,0.9348512223397595,0.9341532223957533,401029.0588229882,1370447.989680134,57096.62539200508,1828573.6738951274,32924999.660785988,0.36238317513261475,0.9794306755065918,140.04252459985787,480.0,20.0,79.61390758382863,10.800654033369618,0.0005113928820850498,12.560619499137893,1015,80.80811619758606,2857.798531770706,711339712.0,58232940.0 | |
| 36,0.17348463388132343,0.9461820534943917,0.9452564115037796,0.9454850347519175,0.945151860981921,412486.9039892559,1409655.7280641238,58730.23907800438,1880872.871131384,34805872.53191737,0.37274772834801256,0.9794306755065918,140.04448927140058,480.0,20.0,79.91024684436215,10.045486443618248,0.0005030547614444795,12.514039681890337,1015,81.10890054702759,2939.477502822876,711339712.0,58232940.0 | |
| 37,0.14476470907535313,0.9542863305805497,0.9535206390358772,0.9537602552828175,0.9534154921078172,423964.4991713256,1448804.5169281217,60361.39675000449,1933130.4128494519,36739002.94476682,0.3831040263538126,0.9794306755065918,140.05026278297765,480.0,20.0,79.79889268358353,9.344601798997136,0.0004936481906432391,12.531502209750876,1015,80.99587607383728,3021.0392560958862,711339712.0,58232940.0 | |
| 38,0.12002358753509416,0.9629606803894983,0.9620937845986005,0.9623947255113205,0.9618854329993018,435427.2843415448,1487949.4339201136,61992.37751600448,1985369.095777663,38724372.04054448,0.3934565869613086,0.9794306755065918,140.05452978763205,480.0,20.0,79.78344550860926,8.61160625542326,0.00048502854327563187,12.533928481342562,1015,80.9801971912384,3102.607981443405,711339712.0,58232940.0 | |
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| 42,0.06757501732681882,0.9792000493035868,0.9786805482128449,0.9786970690084407,0.9787268430899729,481421.8881372014,1644384.9767521399,68510.37811000597,2194317.2429993474,47188139.020811245,0.43486552448963806,0.9794306755065918,140.08944443223413,480.0,20.0,79.66037877087523,6.722620485921212,0.0004462436105934925,12.553292055970136,1015,80.85528445243835,3428.4901401996613,711339712.0,58232940.0 | |
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