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
1,4.5844026258229595,0.01168,0.0045353582096410655,0.006574308159522171,0.01168,3116.9134935268517,11042.792448000979,458.91684200149035,14618.622783529321,14618.622783529321,0.002897090238139984,0.8777027130126953,135.02273460943613,480.0,20.0,59.089513081114006,0.4746307887689537,0.0007989808734349282,16.92347673651108,391,23.103999614715576,25.522979974746704,230604032.0,57392036.0
2,4.189641711047239,0.04748,0.032635939523693806,0.03417508431826127,0.04748,6617.712294164236,22279.8063839972,927.0898820017466,29824.60856016318,44443.2313436925,0.005910582932158716,0.8777027130126953,135.6276126081178,480.0,20.0,58.650031419056454,2.82820233542596,0.0015919739534626847,17.050289246308605,391,22.932162284851074,48.93187737464905,230604032.0,57392036.0
3,3.8915095189038444,0.08318,0.06216425556543236,0.06184424928291128,0.08318000000000003,9921.315937043573,33580.80383998342,1397.928178001894,44900.04795502889,89343.27929872139,0.008898204198078822,0.8777027130126953,135.81520971522463,480.0,20.0,58.8497963098004,3.199366360979007,0.0018525592686072774,16.99241225467874,391,23.010270357131958,72.48625135421753,230604032.0,57392036.0
4,3.669645103347271,0.11734,0.0948066916516732,0.09377738693829514,0.11734000000000001,13419.334735458931,44844.31910399347,1867.2051360015757,60130.85897545397,149474.13827417535,0.011916616710640796,0.8777027130126953,136.32499246246923,480.0,20.0,58.7699016951539,3.73982381454819,0.001951410673310012,17.015512552447554,391,22.979031562805176,95.948890209198,230604032.0,57392036.0
5,3.4343810959545245,0.1564,0.1341340895965322,0.13274229725190298,0.15639999999999998,16749.93439993564,56206.34716800414,2340.5853620020207,75296.8669299418,224771.00520411716,0.01492218667760128,0.8777027130126953,136.48718907935702,480.0,20.0,59.28927858162414,4.34761115535141,0.0020771116565250812,16.866455857162943,391,23.18210792541504,119.62236452102661,230604032.0,57392036.0
6,3.185353023011971,0.20546,0.1846043974852463,0.18216801096218446,0.20545999999999995,20286.920229523985,67421.87889601104,2807.8628160024527,90516.66194153747,315287.6671456546,0.017938416058953455,0.8777027130126953,137.0188977843955,480.0,20.0,58.49022633584259,4.7480146311738,0.0022698583398126373,17.096873488882427,391,22.869678497314453,142.99884676933289,230604032.0,57392036.0
7,2.9286447077456033,0.25266,0.23551462571776838,0.23259662448635107,0.25266,23655.16492411466,78734.78217601776,3279.197398002725,105669.14449813514,420956.81164378976,0.02094130558885945,0.8777027130126953,137.22212710664502,480.0,20.0,58.96965317104174,5.0498202401963646,0.00239104803204363,16.95787487675221,391,23.05713438987732,166.57285618782043,230604032.0,57392036.0
8,2.7335742721167366,0.29374,0.2796577320877676,0.2767247503613179,0.29374,27226.152780903234,89984.07624000683,3747.881398001918,120958.110418912,541914.9220627018,0.02397124312649416,0.8777027130126953,137.72710780212853,480.0,20.0,58.65003629718595,5.117123876996053,0.0024284440206836537,17.050287828176167,391,22.932164192199707,190.0179567337036,230604032.0,57392036.0
9,2.557931965269396,0.3279,0.3152075158697356,0.31134284809877255,0.3279000000000001,30615.851492661506,101349.29851200432,4221.394466001074,136186.5444706669,678101.4665333687,0.026989184576026958,0.8777027130126953,137.9023864512937,480.0,20.0,59.249318164327875,5.134762810929047,0.0024077268519771136,16.877831357088397,391,23.166483402252197,213.69548273086548,230604032.0,57392036.0
10,2.421557981034984,0.35878,0.34767029670997224,0.3438553690545892,0.35878,34198.689358929354,112642.24137601443,4691.8854520015875,151532.81618694536,829634.2827203141,0.030030478864786242,0.8777027130126953,138.35187954895912,480.0,20.0,58.89971664799449,5.134217293975908,0.0023676719606225407,16.97801036932577,391,23.029789209365845,237.2430384159088,230604032.0,57392036.0
11,2.2875917018831844,0.38998,0.3801725865697059,0.37668420026353905,0.3899799999999999,37581.597065252834,123992.98464001158,5164.796672002412,166739.3783772668,996373.6610975809,0.03304408579134877,0.8777027130126953,138.4944344303665,480.0,20.0,59.16941318365619,5.1620136496356075,0.0023388596250948344,16.900623923649466,391,23.13524055480957,260.87196493148804,230604032.0,57392036.0
12,2.1690103303441,0.41334,0.40512083806985755,0.4017454007757448,0.4133400000000001,41153.17392251221,135241.79088000208,5633.460798001614,182028.4256005159,1178402.0866980967,0.03607403944134935,0.8777027130126953,138.90351862216718,480.0,20.0,58.65004056554926,5.208299368543698,0.002270744245775801,17.050286587310477,391,22.93216586112976,284.3152709007263,230604032.0,57392036.0
13,2.059744295256827,0.4366,0.42921847373441047,0.4258782662095274,0.4366,44636.34570904524,146575.46582400802,6105.661194002023,197317.47272705528,1375719.559425152,0.03910399307218417,0.8777027130126953,139.14964595310417,480.0,20.0,59.0096093199747,5.264876554079373,0.0022126778433045244,16.946392486308174,391,23.072757244110107,307.9254324436188,230604032.0,57392036.0
14,1.9746924498501945,0.45864,0.4520776828193155,0.4492191985137191,0.45864,48211.836569439016,157808.48990399393,6573.6680760013405,212593.99454943428,1588313.553974586,0.04213146446259526,0.8777027130126953,139.52839652482683,480.0,20.0,58.57013131651427,5.287602414865323,0.0021573516268511192,17.073548881015448,391,22.90092134475708,331.3324029445648,230604032.0,57392036.0
15,1.8882073343867232,0.4797,0.4735287737159963,0.4707840285926623,0.4797,51753.68340291477,169103.9819519967,7044.253174001352,227901.91852891282,1816215.472503499,0.04516515907144058,0.8777027130126953,139.82519091345742,480.0,20.0,58.88974575130531,5.299084912175718,0.0021048528379946163,16.980884995208775,391,23.025890588760376,354.8895471096039,230604032.0,57392036.0
16,1.8034330514995642,0.49978,0.4940284858005671,0.49145713404826047,0.4997799999999999,55337.34026983552,180352.26302401163,7512.89552600123,243202.49881984838,2059417.9713233472,0.04819739832236984,0.8777027130126953,140.16994663585865,480.0,20.0,58.57682471994854,5.363209876867816,0.0020549953327996468,17.071597936230344,391,22.903538465499878,378.2928981781006,230604032.0,57392036.0
17,1.7264673365351488,0.51758,0.5125449990885812,0.5103591227076476,0.51758,58892.01111356819,191683.00900801088,7984.973834002159,258559.99395558122,2317977.965278928,0.051240916846573274,0.8777027130126953,140.4369990778838,480.0,20.0,59.049409368763804,5.361910510246101,0.002001779130954484,16.93497040342937,391,23.088319063186646,401.9098334312439,230604032.0,57392036.0
18,1.649885015719382,0.53324,0.5286167581228156,0.5264297224574395,0.5332400000000002,62469.8829758664,202896.28185600045,8452.157286001602,273818.32211786846,2591796.2873967965,0.054264782652803926,0.8777027130126953,140.75496670754666,480.0,20.0,58.49022389677784,5.424787772585974,0.00194742264095264,17.096874201828605,391,22.869677543640137,425.26384019851685,230604032.0,57392036.0
19,1.5890328780464504,0.55002,0.545845462503111,0.5438641952845195,0.5500200000000001,66030.11582404647,214256.75371200778,8925.473932001041,289212.3434680553,2881008.6308648516,0.05731553987116467,0.8777027130126953,140.9908450836287,480.0,20.0,59.24931328619837,5.463670724493158,0.0019017860489787565,16.87783274667829,391,23.166481494903564,448.9306297302246,230604032.0,57392036.0
20,1.5210145870438012,0.56678,0.5626846333569528,0.5607741828689854,0.56678,69612.4896899466,225502.36838400364,9394.004916000413,304508.86298995063,3185517.493854802,0.06034697436678149,0.8777027130126953,141.27457239639253,480.0,20.0,58.650200324290246,5.484027573519655,0.0018612922935471498,17.05024014361031,391,22.932228326797485,472.37830233573914,230604032.0,57392036.0
21,1.462618497631434,0.5811,0.5775659234480588,0.575927615032722,0.5811,73167.76053416057,236909.73292800598,9869.275656000245,319946.76911816676,3505464.2629729686,0.06340642858512056,0.8777027130126953,141.46815944662268,480.0,20.0,59.449079396474694,5.538972474120158,0.0018162396251152043,16.821118344505425,391,23.244590044021606,496.14316749572754,230604032.0,57392036.0
22,1.40548117523608,0.59478,0.5915727833087432,0.5900378613635242,0.59478,76746.42439708706,248144.34864001346,10337.348144000862,335228.12118110136,3840692.38415407,0.06643485722321281,0.8777027130126953,141.72794171880378,480.0,20.0,58.6100892947458,5.564630157197528,0.0017742544924465931,17.06190882888907,391,22.916544914245605,519.5482580661774,230604032.0,57392036.0
23,1.3465488807624564,0.61014,0.6069133830742477,0.6054059939878568,0.61014,80306.37324504858,259518.03729602133,10811.215662000468,350635.6262030704,4191328.0103571406,0.06948828660942909,0.8777027130126953,141.91708050484354,480.0,20.0,59.31392289183634,5.617113932929076,0.0017400969964376576,16.85944802240748,391,23.191743850708008,543.255509853363,230604032.0,57392036.0
24,1.2875777510425928,0.62576,0.6227792540327011,0.621394135153804,0.62576,83890.92711268624,270767.8653600253,11279.9223600002,365938.71483271173,4557266.7251898525,0.07252102295804574,0.8777027130126953,142.15677756373418,480.0,20.0,58.65003019952408,5.6803479340985,0.0017100131104905505,17.05028960084175,391,22.932161808013916,566.6978628635406,230604032.0,57392036.0
25,1.248362704158744,0.63594,0.6330443603926847,0.6315570827860885,0.63594,87447.01595755621,282182.46086401865,11755.47035399941,381384.94717557426,4938651.672365427,0.07558212724941357,0.8777027130126953,142.31382945406935,480.0,20.0,59.40914215029353,5.747158234686498,0.001667449134292232,16.83242618569033,391,23.22897458076477,590.4915750026703,230604032.0,57392036.0
26,1.186772080486083,0.65006,0.6475165642012533,0.6462944977171873,0.65006,91027.71082211199,293423.58859201893,12223.814257999185,396675.1136721301,5335326.786037557,0.07861230271482171,0.8777027130126953,142.53430675232798,480.0,20.0,58.530178826178435,5.761830414042754,0.0016387718250893447,17.085203224302063,391,22.885299921035767,613.9080016613007,230604032.0,57392036.0
27,1.1438412196800838,0.66416,0.6620485113385641,0.6611382244507884,0.66416,94581.42866508155,304756.3143360056,12695.973597998964,412033.7165990861,5747360.502636643,0.08165604077893572,0.8777027130126953,142.697245716304,480.0,20.0,59.0895088127507,5.887738957124598,0.0016119069222828573,16.92347795898777,391,23.103997945785522,637.5093626976013,230604032.0,57392036.0
28,1.0942786640828224,0.67344,0.6713675263827514,0.670427335521616,0.6734399999999999,98165.22653211628,316013.2847519964,13164.978221998319,427343.489506111,6174703.992142754,0.08469010180464703,0.8777027130126953,142.8995783098189,480.0,20.0,58.69278334595663,5.870884163605282,0.0015758751836334453,17.03786978555159,391,22.948878288269043,660.9737451076508,230604032.0,57392036.0
29,1.0395915015884067,0.69184,0.6900895121061068,0.6894382796475793,0.69184,101562.62525003363,327356.77247998305,13637.587445997635,442556.9851760143,6617260.977318768,0.08770508279471134,0.8777027130126953,142.91646649256924,480.0,20.0,59.08951003228307,5.922336905203816,0.0015632789068391736,16.923477609708698,391,23.10399842262268,684.6088721752167,230604032.0,57392036.0
30,1.010012441126587,0.6982,0.6964648589494814,0.695758271595341,0.6981999999999999,105156.63212523841,338693.2628159691,14109.904877997471,457959.799819205,7075220.777137973,0.0907575826507815,0.8777027130126953,143.09450027896244,480.0,20.0,59.049560590778164,6.017089035200036,0.0015245879666198603,16.934927034091615,391,23.088378190994263,708.2327642440796,230604032.0,57392036.0
31,0.9649323331730445,0.70956,0.7080769491154613,0.7074136643279613,0.7095599999999999,108551.01584074163,350050.2373439726,14583.075157997666,473184.3283427119,7548405.105480685,0.09377475011032019,0.8777027130126953,143.10144789804067,480.0,20.0,59.24932304245736,6.057117385327664,0.0014995424774213758,16.87782996749873,391,23.16648530960083,731.8960390090942,230604032.0,57392036.0
32,0.9118773803076781,0.7235,0.7220030008281135,0.7214447205543111,0.7234999999999998,112130.57870439158,361297.31524799025,15051.659197998233,488479.55315038003,8036884.658631065,0.09680592802198895,0.8777027130126953,143.2804477779071,480.0,20.0,58.61008075801918,6.069867676786145,0.0014811264777284715,17.0619113140051,391,22.916541576385498,755.333619594574,230604032.0,57392036.0
33,0.878361664617153,0.73326,0.7320493712617357,0.7316047047159809,0.73326,115523.37841862865,372598.8461759873,15522.520421998342,503644.74501661427,8540529.40364768,0.09981133625816618,0.8777027130126953,143.29533525175583,480.0,20.0,58.92970190023827,6.107036586917575,0.0014559071791284376,16.969371433320568,391,23.041513442993164,778.8691918849945,230604032.0,57392036.0
34,0.834658529295031,0.7448,0.7435171270386217,0.7429989124767009,0.7447999999999999,119098.4332786698,383823.22252797894,15990.166695998052,518911.8225026468,9059441.226150326,0.1028369359883641,0.8777027130126953,143.46655663953217,480.0,20.0,58.45339645815017,6.1641485367894475,0.0014353112951019746,17.10764575871912,391,22.85527801513672,802.2622146606445,230604032.0,57392036.0
35,0.8023092871736688,0.7515,0.7503798882310717,0.7500214770995277,0.7515,122497.83999819215,395213.0231039878,16464.70562799834,534175.5687301783,9593616.794880506,0.10586187553622975,0.8777027130126953,143.46294926160544,480.0,20.0,59.36917197673827,6.206789559415539,0.001406840829105002,16.84375858217822,391,23.213346242904663,825.9911117553711,230604032.0,57392036.0
36,0.7616075430532245,0.764,0.7630161942281022,0.7626749341266644,0.7639999999999999,126079.4048634402,406469.83655998483,16933.703523997683,549482.9449474227,10143099.739827929,0.1088954615906206,0.8777027130126953,143.6225670003165,480.0,20.0,58.68461308881755,6.224740908883722,0.0013903980224046868,17.040241851582586,391,22.94568371772766,849.4413373470306,230604032.0,57392036.0
37,0.733570793781744,0.77348,0.772615317019996,0.7723495760015165,0.7734800000000002,129574.76465972669,417823.01812796853,17406.694499996956,564804.4772876921,10707904.217115622,0.11193185307794676,0.8777027130126953,143.69302466748076,480.0,20.0,59.20936201539491,6.299241078174328,0.0013694650646439823,16.889220994139272,391,23.15086054801941,873.1234445571899,230604032.0,57392036.0
38,0.6860374795353931,0.78714,0.7862474548201415,0.7858413388536988,0.7871399999999998,133161.0915287868,429088.2024959475,17876.041217996975,580125.3352427313,11288029.552358354,0.11496811091691926,0.8777027130126953,143.8449776140378,480.0,20.0,58.650024101862215,6.201138682987379,0.0013568447233400888,17.0502913735077,391,22.932159423828125,896.571047782898,230604032.0,57392036.0
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