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,avg_power_gpu_w,avg_power_cpu_w,avg_power_ram_w,vram_peak_gb,latency_ms,avg_grad_norm,eag_metric,it_per_sec,total_iterations,epoch_duration_sec,cumulative_time_sec
1,4.070020121637248,0.6861,0.6858098296356717,0.6862796050718496,0.6860999999999999,20078.722062970657,50770.35048013553,2107.3216420132662,72956.39418511945,72956.39418511945,0.014458356339951616,187.7815361324884,474.81778836546874,19.70823112255096,0.3774876594543457,14.870528221130371,42804.98452378178,9.404247669629763e-06,14.617590703960147,1563,106.92596554756165,107.05094170570374
2,3.187987529537423,0.73384,0.7334183031156878,0.7334650011750854,0.73384,20633.463506753455,51047.05056019126,2114.3535739975064,73794.86764094222,146751.26182606167,0.029082879719013133,192.51390290012176,476.2781067592333,19.727296801521177,0.3780484199523926,16.23347282409668,38145.3055790065,6.469284589313812e-07,14.58306939765126,3126,107.17908263206482,214.32375264167786
3,3.1026028394699097,0.7379,0.737550128422844,0.7375010089263728,0.7379,20917.97073436084,51559.40145621066,2136.418999999293,74613.7911905708,221365.05301663248,0.0438696957747887,194.65771238700813,479.79965489783507,19.8810123850529,0.3780484199523926,15.19820785522461,37587.947751838314,5.4413533144701385e-08,14.544910131321602,4689,107.46027207374573,321.8777537345886
4,3.0258205581458806,0.74482,0.7444243251017857,0.7442918474569236,0.74482,20776.853621472917,51150.41611198333,2118.89867401216,74046.16840746842,295411.22142410086,0.05854402145112005,193.1199624678451,475.44092188972144,19.695072211294036,0.3780484199523926,16.907264709472656,37282.76400041586,9.345520705298338e-08,14.528017900905024,6252,107.5852198600769,429.5567011833191
5,0.9954683460052092,0.91674,0.9166965780898838,0.9166704968679209,0.9167400000000001,85354.43428348801,221195.1015355064,9159.567833985213,315709.1036529796,611120.3250770805,0.121110637734255,184.14995712366087,477.2226399912677,19.761527776020213,2.7879061698913574,14.867456436157227,inf,5.445519245747522e-07,3.3721315758279538,7815,463.5050456523895,893.1554744243622
6,0.3189463013841491,0.97334,0.9733390571134143,0.9733421643724673,0.97334,85255.52420437208,221494.9121280752,9194.370164007407,315944.8064964547,927065.1315735352,0.1837239651485989,183.73796275006904,477.35351220597005,19.81519506765411,2.7879061698913574,15.127552032470703,18907.12712157551,1.791452140886358e-07,3.3684906457197132,9378,464.0060384273529,1357.2552411556244
7,0.16938192736278798,0.98564,0.9856400807070914,0.9856411271809911,0.9856399999999998,85174.31513938899,220615.83854505827,9157.223286025714,314947.376970473,1242012.5085440082,0.24613962391892938,183.9164142660737,476.3745254553419,19.773140161367706,2.7879061698913574,14.98521614074707,15144.455793423123,3.905414332488036e-08,3.3749770107037382,10941,463.1142656803131,1820.4632351398468
8,0.1164975124658565,0.99008,0.9900797032169739,0.9900799769267236,0.9900800000000001,85091.63807326136,220950.69143978902,9175.09235998609,315217.4218730365,1557229.9304170446,0.3086087996629628,183.9235166035419,477.5795728671009,19.831740112442446,2.7879061698913574,15.037440299987793,13322.80479783142,1.4085515875414863e-08,3.378386677711279,12504,462.64686346054077,2283.203827381134
9,0.0989848288468497,0.99182,0.9918202825005474,0.9918209666164974,0.99182,85102.17708168569,220711.10251223762,9161.13765800131,314974.41725192463,1872204.347668969,0.37102981722369327,183.90914575190462,476.96535756101076,19.797578141643147,2.7879061698913574,15.089664459228516,11770.384443550454,5.524258176842274e-09,3.3777043627722567,14067,462.74032068252563,2746.0691196918488
10,0.09134484350833844,0.9926,0.9926006143011487,0.9926022013987614,0.9926,84912.86593022657,220223.16187178623,9142.327971996383,314278.3557740092,2186482.703442978,0.4333128906741847,184.1052293742566,477.4804770250564,19.822089030443646,2.7879061698913574,14.944255828857422,22095.540035158505,2.481876291095541e-09,3.388844203520516,15630,461.2191963195801,3207.382043361664
11,0.07921183980662931,0.9929,0.9929005135317839,0.9929015097933143,0.9929,85135.51410836726,220220.18116833456,9137.450391987717,314493.1456686895,2500975.849111668,0.4956385307683568,184.55096369094215,477.3782960548971,19.807542048469,2.7879061698913574,18.709503173828125,20852.921639774384,9.539158615431616e-10,3.3881648483590108,17193,461.31167459487915,3668.787510871887
12,0.07752723589549061,0.99376,0.9937596480122549,0.9937597482248256,0.99376,85354.8562838427,221147.76916751754,9179.912171985416,315682.5376233457,2816658.3867350137,0.558199882247395,184.0713894537974,476.91460003053464,19.79687228272033,2.7879061698913574,14.631936073303223,20105.101150650196,2.7242558504331165e-09,3.3706761892907826,18756,463.7051773071289,4132.586482524872
13,0.07741370024928204,0.9935,0.9934998592404586,0.9934999809192124,0.9934999999999998,85172.28713776323,219765.13867171272,9124.874913983629,314062.3007234596,3130720.6874584733,0.6204401383280742,185.07595782313456,477.5408164161854,19.82798656081931,2.7879061698913574,24.50841522216797,19168.036497834328,-8.278612218053642e-10,3.396336200408345,20319,460.2017903327942,4592.897621393204
14,0.07822434365825628,0.99306,0.9930590992725629,0.9930587417574342,0.9930599999999998,85567.92545427778,221152.38921588752,9183.33652597852,315903.6511961438,3446624.338654617,0.6830453096650262,184.596295942201,477.09362674492536,19.811277392627343,2.7879061698913574,14.863360404968262,19844.162573772173,-1.392829738858577e-09,3.371871048946134,21882,463.5408582687378,5056.5322098731995
15,0.07195539471245849,0.99418,0.9941802747279358,0.9941810071757482,0.9941800000000001,85517.63841406908,221155.43846368603,9182.43549799078,315855.5123757459,3762479.851030363,0.7456409409441567,184.5482382046719,477.2564735737654,19.815821917077717,2.7879061698913574,14.949376106262207,32784.28959074085,3.5459251338552924e-09,3.372975466385745,23445,463.3890805244446,5520.030643463135
16,0.06724113084838243,0.99448,0.9944800765279324,0.9944808374253826,0.9944799999999999,85353.3752826394,220696.7092806669,9161.120417993807,315211.2049813001,4077691.056011663,0.8081088846366726,184.61867116734615,477.3652250245595,19.815430524843777,2.7879061698913574,15.18284797668457,34524.29264852935,9.517428164327962e-10,3.380756555660828,25008,462.32255244255066,5982.478168964386
17,0.06699791229350859,0.99434,0.9943399910526814,0.994340336256396,0.99434,85346.48727713269,221197.5238564615,9185.005900023869,315729.01703361806,4393420.073045282,0.8706794473148607,184.19172194577766,477.3805473325003,19.822749673504333,2.7879061698913574,18.971647262573242,34814.70536951214,-4.4341822400543604e-10,3.3732104341497218,26571,463.3568022251129,6445.959942102432
18,0.07084022554844828,0.9944,0.9943994037658641,0.9943994194516005,0.9944000000000001,85220.58617642615,220691.30092765996,9159.922038002333,315071.80914208846,4708491.882187369,0.9331197658110131,184.4256221177787,477.59740100009316,19.82296058034197,2.7879061698913574,14.841856002807617,34406.786938918565,1.9043277836669508e-10,3.3824837436969686,28134,462.0864779949188,6908.187012910843
19,0.05693441020206847,0.99538,0.9953807194439801,0.9953822166878001,0.9953799999999999,85599.66547966981,221596.6773601994,9192.042860014015,316388.3856998832,5024880.267887253,0.9958210008893775,184.30610526906153,477.1235999108336,19.791544855953138,2.7879061698913574,15.049856185913086,28749.279892861367,3.0974588331750308e-09,3.365322059628385,29697,464.4429187774658,7372.770525693893
20,0.06143393391839831,0.99488,0.9948800911882479,0.9948804406414913,0.99488,85492.23739373544,221686.23624075437,9202.869352032489,316381.3429865223,5341261.610873776,1.058520840256501,183.82710742240255,476.67414967529453,19.788192525352912,2.7879061698913574,15.035391807556152,53443.84425555035,-1.5803713179805162e-09,3.3607936540244188,31260,465.06871914863586,7837.932972192764