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
1,5.582873977775818,0.014529150745716752,0.006189526019058474,0.00841659935883917,0.009574407482859908,138287.35662979598,307077.00921663997,12759.745776006019,458124.11162244197,458124.11162244197,0.0005010547982505733,3.4945478439331055,215.99092158800858,480.0,20.0,317.37799230850993,1.002413816937324,3.1714442390429765e-05,3.1508170832082825,2029,643.9599463939667,645.901618719101,5747785568.0,22400268.0
2,4.870206871075017,0.05192283988660175,0.03603756321682463,0.03922333217029051,0.04385723664831693,276722.68737797125,616182.8552646281,25639.119956005594,918544.6625986049,1376668.7742210468,0.0010046212345657711,3.4945478439331055,215.98931876872282,480.0,20.0,317.2423025256251,1.4041483925151497,5.6527289309710496e-05,3.1521647398181565,2029,643.6846318244934,1289.8674352169037,5747785568.0,22400268.0
3,4.121457114132712,0.12754221619622827,0.1009021644506818,0.10091275771039994,0.11307056068532371,415258.0732061885,925292.7808326387,38518.663998005206,1379069.5180368323,2755738.292257879,0.001508301749685971,3.4945478439331055,215.98796043663393,480.0,20.0,317.248045605001,1.7480356122191285,9.24842544397547e-05,3.152107676795839,2029,643.696284532547,1933.8449671268463,5747785568.0,22400268.0
4,3.5704852121107797,0.20766054480463453,0.17823616225103478,0.17803106171081728,0.18982081853129495,553720.297975876,1234595.3139366487,51406.2332680053,1839721.84518053,4595460.137438409,0.0020121216818506935,3.4945478439331055,215.98621843385007,480.0,20.0,317.44065891057176,1.944252282483875,0.00011287605533882053,3.1501950740397002,2029,644.0870969295502,2578.228872537613,5747785568.0,22400268.0
5,3.188422200008823,0.2691667693824726,0.2392874426244963,0.23787785021001626,0.2491776345745774,692187.0547491999,1543822.7306886388,64290.67071200581,2300300.4561498445,6895760.5935882535,0.0025158609899182632,3.4945478439331055,215.98457457728074,480.0,20.0,317.35692322694825,2.069127314310464,0.00011701374429712267,3.151026263526257,2029,643.917197227478,3222.458498239517,5747785568.0,22400268.0
6,2.9122790095840196,0.32062738814248737,0.29402612606836764,0.2945292271664546,0.3011531646109153,830476.8823809717,1852983.1616166327,77172.31664600549,2760632.36064361,9656392.954231864,0.003019330472713167,3.4945478439331055,215.98257940548496,480.0,20.0,317.2932581809896,2.149807902672656,0.00011614273335104162,3.151658518472468,2029,643.7880208492279,3866.558951854706,5747785568.0,22400268.0
7,2.692184498417019,0.3623351411315173,0.3373575776683535,0.3381036674056693,0.3430339920157239,968844.14507469,2162168.1258726306,90054.98717000592,3221067.2581173265,12877460.212349191,0.003522912599932325,3.4945478439331055,215.9807514263793,480.0,20.0,317.3169175529198,2.2180458651557236,0.00011248915719422067,3.151423528602843,2029,643.8360257148743,4510.691783905029,5747785568.0,22400268.0
8,2.531575619381246,0.3906538888204117,0.36761127957985235,0.36827979806160066,0.37237833446160884,1107173.5547381302,2471471.467200648,102942.58727000677,3681587.609208785,16559047.821557976,0.004026588188604638,3.4945478439331055,215.97870958142252,480.0,20.0,317.4349271117202,2.277637429458276,0.0001061101704719089,3.1502519558852873,2029,644.0754671096802,5155.079736709595,5747785568.0,22400268.0
9,2.388025456428998,0.4200665598422285,0.39750022826703846,0.3991873382506978,0.4006881046233907,1245452.714361371,2780198.0838246453,115806.15974400657,4141456.957930023,20700504.779487997,0.0045295517696506415,3.4945478439331055,215.97717625557036,480.0,20.0,316.8484604141288,2.3208520598103695,0.00010142965727022442,3.1560828753687966,2029,642.8855261802673,5798.26206278801,5747785568.0,22400268.0
10,2.2630064600262516,0.44850856649821275,0.4266847791242039,0.42811978432349995,0.42944339219350885,1383632.3679050053,3089011.860480644,128673.36302400567,4601317.591409655,25301822.37089765,0.005032505818752105,3.4945478439331055,215.97531330467018,480.0,20.0,316.9390920231999,2.3660098877136435,9.747394253670894e-05,3.155180364834263,2029,643.0694177150726,6441.628288507462,5747785568.0,22400268.0
11,2.145230352114785,0.47251325033896213,0.45238623944144585,0.45437839657243445,0.4542421842931057,1521845.7204756006,3398009.649264626,141548.20420800475,5061403.573948232,30363225.944845885,0.005535706334311893,3.4945478439331055,215.97333897103596,480.0,20.0,317.1232360052087,2.400801494475243,9.335616957538327e-05,3.1533482459278863,2029,643.4430458545685,7085.399392604828,5747785568.0,22400268.0
12,2.0481532057733474,0.49027794897078764,0.4698755859392859,0.47150533250970245,0.4715529405828925,1660093.9810741202,3706864.460304631,154417.11655800464,5521375.557936756,35884601.50278264,0.006038782168548328,3.4945478439331055,215.97160860790183,480.0,20.0,316.95520848461774,2.4501028865237964,8.879634138743428e-05,3.155019930989812,2029,643.1021180152893,7728.829624891281,5747785568.0,22400268.0
13,1.960149634701093,0.50969123628744,0.4902343717350136,0.49264241965851446,0.4911496854229002,1798315.1016509219,4016187.8544966504,167305.55425800502,5981808.510405577,41866410.01318822,0.006542362168496709,3.4945478439331055,215.96931544461745,480.0,20.0,317.4609354178032,2.49174211282575,8.520687939120974e-05,3.149993868328783,2029,644.1282379627228,8373.25466632843,5747785568.0,22400268.0
14,1.8756835516477937,0.5260076420559596,0.5077951587416328,0.5096207911041278,0.5085408287306087,1936544.797234591,4325256.021936648,180183.35744800398,6441984.176619243,48308394.18980746,0.007045660771964531,3.4945478439331055,215.96732324893503,480.0,20.0,317.13278908163176,2.539298069659215,8.165304782415792e-05,3.153253256769341,2029,643.4624290466309,9017.154497623444,5747785568.0,22400268.0
15,1.8050744212748913,0.5429249352890423,0.5246535323428128,0.5268554825292145,0.5251085445458096,2074799.5408383026,4634305.639632661,193060.3877480049,6902165.568218969,55210559.75802643,0.007548965637342791,3.4945478439331055,215.96541699001315,480.0,20.0,317.1707419352675,2.5859969841429256,7.86600857256947e-05,3.1528759364698704,2029,643.5394353866577,9661.006363630295,5747785568.0,22400268.0
16,1.7217439609892324,0.5611210403056822,0.5442453560020882,0.5463766846794876,0.5444070912005219,2213005.0654026354,4942959.24638464,205920.9177260043,7361885.22951328,62572444.98753971,0.008051765503793567,3.4945478439331055,215.9638226918526,480.0,20.0,316.77157471131784,2.6301783068301114,7.621974844924061e-05,3.1568489089064444,2029,642.7295250892639,10304.048321008682,5747785568.0,22400268.0
17,1.6533492796523281,0.5770214470602736,0.5606173003723701,0.5634846078193712,0.5601289885416669,2351113.5278893164,5251810.810656621,218789.69352800402,7821714.032073941,70394159.01961365,0.00855468473910925,3.4945478439331055,215.96178995999676,480.0,20.0,316.97359844168284,2.6775404376429015,7.37717391219013e-05,3.154836885205066,2029,643.1394312381744,10947.484557628632,5747785568.0,22400268.0
18,1.5754582931573546,0.593322445457907,0.577976153972217,0.5811000864418184,0.5769630356840079,2489199.8113582516,5560706.156256627,231660.29139200464,8281566.259006884,78675725.27862054,0.009057629593888802,3.4945478439331055,215.9596639432416,480.0,20.0,317.0182895284383,2.7276908592263602,7.164374792179198e-05,3.154392137713854,2029,643.2301094532013,11591.027155637741,5747785568.0,22400268.0
19,1.513746557563558,0.607666707752989,0.5926953922072395,0.5954564284591608,0.5919988265865666,2627322.110856002,5869669.913088614,244533.74513000486,8741525.76907462,87417251.04769516,0.009560691785276706,3.4945478439331055,215.9575573705788,480.0,20.0,317.0866464499243,2.7680953659994842,6.951494782555754e-05,3.153712120002267,2029,643.3688056468964,12234.708460569382,5747785568.0,22400268.0
20,1.4481497124358902,0.6207167508936275,0.6065697101523186,0.6092127599343171,0.6056608941590576,2765531.177423167,6178795.17792061,257413.92836200428,9201740.283705782,96618991.33140095,0.01006403287763672,3.4945478439331055,215.95549182088334,480.0,20.0,317.25590213758716,2.8241343542882054,6.745645190538334e-05,3.1520296179275533,2029,643.7122254371643,12878.717427492142,5747785568.0,22400268.0
21,1.37334715946958,0.6390053001355849,0.6246802066581048,0.6272771703999183,0.6237997014614195,2903783.9390252884,6487623.286320604,270281.72952000407,9661688.954865897,106280680.28626685,0.0105670832144059,3.4945478439331055,215.95385152398075,480.0,20.0,316.94549560076854,2.875780553345377,6.613805341081323e-05,3.155116617462902,2029,643.0824105739594,13522.112266302109,5747785568.0,22400268.0
22,1.308021003636543,0.6539812646370023,0.6403997076371287,0.6428457379922272,0.6393383015740715,3041925.6915386086,6796480.719552599,283150.7529880038,10121557.164079212,116402237.45034605,0.011070045549161,3.4945478439331055,215.95192213799666,480.0,20.0,316.97754744768963,2.931612669980955,6.461271265235175e-05,3.1547975812546425,2029,643.1474437713623,14165.572150230408,5747785568.0,22400268.0
23,1.2471422174254212,0.6682793048194257,0.6554691485061687,0.658016648894825,0.654270638726227,3180172.4611359304,7105431.583488593,296023.65790200315,10581627.702526525,126983865.15287258,0.011573229173367913,3.4945478439331055,215.95014813549668,480.0,20.0,317.0722758846368,2.998653531955815,6.315467937507041e-05,3.153855054687402,2029,643.339647769928,14809.239905118942,5747785568.0,22400268.0
24,1.168236180412881,0.6851811906816221,0.6735511996480906,0.6760897259866808,0.672096159698907,3318251.1735988166,7414241.888400615,308890.7173680038,11041383.779367436,138025248.93224,0.012076068867856308,3.4945478439331055,215.9481311200619,480.0,20.0,316.9185298601943,3.057178320703746,6.205573543797934e-05,3.1553850778026162,2029,643.0276970863342,15452.579967737198,5747785568.0,22400268.0
25,1.1024492752411026,0.7026069271539505,0.6908371906046918,0.693428374692804,0.6893917759230996,3456458.2911644196,7723577.427216602,321779.662052003,11501815.380433025,149527064.31267303,0.012579647389761825,3.4945478439331055,215.94586958948346,480.0,20.0,317.44072248102583,3.1308571095534767,6.10866114534607e-05,3.1501944431838678,2029,644.0872259140015,16097.042166233063,5747785568.0,22400268.0
26,1.0199691143865477,0.7192160729693086,0.7085442096970295,0.7110425919542774,0.707107827264133,3594683.548744537,8032769.151360608,334662.6142160025,11962115.314321147,161489179.6269942,0.013083081905994276,3.4945478439331055,215.94380871853144,480.0,20.0,317.3239837437795,3.18897079845671,6.0124489195339635e-05,3.1513533525012134,2029,643.8503630161285,16741.189336776733,5747785568.0,22400268.0
27,0.9507906730683817,0.7354554418833971,0.7252080498230451,0.7273726832091869,0.7239560594309643,3732824.6232573087,8341731.699984587,347536.01725000195,12422092.340491896,173911271.96748608,0.01358616325491447,3.4945478439331055,215.9417970251169,480.0,20.0,317.0955293927068,3.2662364857252038,5.9205439931086053e-05,3.1536237736153967,2029,643.3868291378021,17384.873039007187,5747785568.0,22400268.0
28,0.8735341717305003,0.7579810181190682,0.7484431801177623,0.7510059810117808,0.7467444720634622,3870877.409699447,8650554.832416577,360403.61153600167,12881835.853652027,186793107.8211381,0.014088989208382956,3.4945478439331055,215.93973047579237,480.0,20.0,316.9492983124772,3.301063760388009,5.884107100341439e-05,3.1550787628313657,2029,643.0901262760162,18028.244285583496,5747785568.0,22400268.0
29,0.8029024024618383,0.7724793541230125,0.7630082352205771,0.7652321604245186,0.7615595055060792,4008876.2770984536,8959484.194608575,373275.6317240012,13341636.10343103,200134743.92456913,0.014591877215243531,3.4945478439331055,215.93743251080215,480.0,20.0,317.0553216092865,3.3932852010647023,5.789989684431254e-05,3.1540237045203097,2029,643.3052475452423,18671.86195874214,5747785568.0,22400268.0
30,0.7079322716031184,0.798748921484038,0.7908309117474486,0.7928698781998219,0.7893888058513856,4146990.417589678,9268459.895760568,386149.58289600105,13801599.896246247,213936343.82081538,0.015094944090714024,3.4945478439331055,215.9353627351827,480.0,20.0,317.0954402060624,3.4042658610200576,5.787364707632782e-05,3.1536246606074076,2029,643.3866481781006,19315.56103348732,5747785568.0,22400268.0
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32,0.5374984802093454,0.8450326636262788,0.8381573826995635,0.8396846248154219,0.8370637556102054,4423304.744640963,9886237.660752581,411890.24764400104,14721432.653037546,242919130.50052986,0.016100974126431,3.4945478439331055,215.9316236362895,480.0,20.0,317.08663152673086,3.4343106483461354,5.7401523584181804e-05,3.1537122684268657,2029,643.3687753677368,20602.61211514473,5747785568.0,22400268.0
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34,0.3693745254941501,0.8905614445950943,0.8859056319632403,0.8867760931324032,0.8853125835982415,4699447.125554689,10504150.183584569,437636.5286240006,15641233.83776326,273741367.53100145,0.01710696963147266,3.4945478439331055,215.92736701346308,480.0,20.0,317.3303625276959,3.3574683218533443,5.693677710034461e-05,3.1512900058932183,2029,643.8633055686951,21889.93653512001,5747785568.0,22400268.0
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