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,it_per_sec,total_iterations,epoch_duration_sec,cumulative_time_sec
1,5.287981269303149,0.51574,0.5104900089361025,0.5085034354487613,0.5157400000000001,45248.27619859266,129578.42164785146,5380.741736000055,180207.43958244417,180207.43958244417,0.0001970946300194926,166.18705631323797,475.9133002295843,19.762291627707206,2.139954090118408,7.908351898193359,105949.46091182227,5.74055833370443,1563,272.2731673717499,272.3496537208557
2,3.689138473491217,0.67586,0.6745053895953035,0.6735849929124592,0.67586,45458.13436647599,129128.12784011451,5361.132312003768,179947.39451859426,360154.8341010384,0.0003939048462225156,168.1241259425343,477.5724725677529,19.82781952183721,1.9287786483764648,8.088576316833496,101599.2108222814,5.780659776525541,3126,270.38436102867126,542.8088142871857
3,2.932172485139228,0.74426,0.7435028974716416,0.7429728530913045,0.7442599999999999,45340.480272357556,127759.52332803511,5307.098728002757,178407.1023283954,538561.9364294339,0.0005890304298706752,168.5162596814079,474.8418384761981,19.7248115156871,1.9286565780639648,8.155136108398438,92325.71317065488,5.809177853870692,4689,269.0570058822632,811.9495964050293
4,2.461615899779136,0.78698,0.7865252777656232,0.7862058422702087,0.78698,45359.86728786412,128196.74462394783,5325.044227993956,178881.6561398059,717443.5925692397,0.0007846750376395984,168.5227006610881,476.2814115588828,19.783806437224175,1.9286565780639648,7.973887920379639,90214.60785092688,5.806916926402753,6252,269.1617634296417,1081.1871573925018
5,2.100191465266149,0.8189,0.8186163497850256,0.8184487035816828,0.8189,45397.24431776724,128549.33294393576,5340.316783996532,179286.89404569953,896730.4866149393,0.0009807628580490036,168.78662606734517,477.9454902359122,19.855259182523042,1.9286565780639648,8.085503578186035,88726.61160969219,5.811222696616656,7815,268.9623305797577,1350.2282769680023
6,1.8753808424477385,0.83842,0.8381681269001524,0.8380097247646446,0.8384199999999999,45280.54122440537,128669.44713617722,5344.470516010246,179294.45887659283,1076024.945491532,0.0011768589521875597,167.96946561714526,477.30300240025514,19.82546657584962,1.9286565780639648,7.869440078735352,170919.7569199875,5.797993302652837,9378,269.5760271549225,1619.88010430336
7,1.6313599953457703,0.85902,0.8588451590413717,0.8587544395847007,0.8590199999999999,45289.95723193424,128351.9405278794,5319.805559995057,178961.7033198087,1254986.6488113408,0.0013725911083360789,168.28847619098457,476.9302911233993,19.76733973801681,1.9286565780639648,7.954400062561035,178581.2691604515,5.807797232827619,10941,269.120965719223,1889.0782628059387
8,1.4550622427455904,0.87292,0.8727307292589043,0.8726073564365218,0.87292,45440.960352738504,128502.78839986795,5338.117400000388,179281.86615260685,1434268.5149639475,0.001568673429689889,168.38992538042527,476.1909691577698,19.78138630170574,1.9286565780639648,8.060928344726562,183662.38610139335,5.791987038270051,12504,269.8555762767792,2159.0156242847443
9,1.305295161144976,0.88494,0.8848318234989797,0.8847636205483109,0.88494,45278.847223050136,128648.96851214615,5345.227182000519,179273.0429171968,1613541.5578811446,0.0017647461009852848,167.6469973079987,476.32867443792026,19.790947472163083,1.9286565780639648,7.908351898193359,186979.5550754036,5.787078798662724,14067,270.0844509601593,2429.1787588596344
10,1.1206714635046338,0.90182,0.9017052970758849,0.9016403274726791,0.9018199999999998,45355.884284679254,128297.9911680771,5329.179190002615,178983.05464275897,1792524.6125239034,0.001960501609283454,168.50518022644377,476.6498650709838,19.798848904236607,1.9286565780639648,7.949312210083008,185150.61906149445,5.806823102397244,15630,269.1661124229431,2698.4221408367157
11,1.0021658360252605,0.91266,0.9125967507399789,0.9125674729018305,0.91266,45268.44021472306,128511.71707194834,5339.290833999985,179119.44812067138,1971644.0606445747,0.002156406292455472,168.52510150230364,478.4227170420945,19.877082697837587,1.9286565780639648,8.010751724243164,inf,5.818727846567842,17193,268.6154158115387,2967.115357875824
12,0.8914707499727254,0.92338,0.9233363181704346,0.923305387472724,0.9233799999999999,45135.80710861873,128186.55936016329,5325.2395620063835,178647.6060307884,2150291.666675363,0.002351794917342947,167.78804383151848,476.52126810927496,19.79606849375795,1.9286565780639648,10.648575782775879,185590.0128511375,5.810302934819703,18756,269.0049068927765,3236.2040445804596
13,0.8193851209800364,0.92818,0.9281270350496265,0.9280933011467868,0.9281799999999999,45110.47608834843,128364.20112001663,5332.63927199653,178807.3164803616,2329098.9831557246,0.002547358219103031,167.60066270735913,476.9163848654735,19.812556937228933,1.9286565780639648,9.896960258483887,186082.17331949924,5.80707317959927,20319,269.15452098846436,3505.445333480835
14,0.7065017161389154,0.93676,0.9367564768863763,0.9367681451222258,0.9367600000000001,45151.07212083298,128609.22292795032,5342.815835999267,179103.11088478257,2508202.0940405075,0.002743245034081207,167.6535208660516,477.547664472159,19.838773348437794,1.9286565780639648,9.835519790649414,182575.396053098,5.80368174674485,21882,269.311803817749,3774.8419098854065
15,0.6719644782791822,0.94138,0.9413563985579236,0.9413454959292717,0.94138,45152.89712228533,128364.39321605489,5332.571308002269,178849.8616463425,2687051.95568685,0.00293885486790328,167.85375883851705,477.1885587759096,19.823581550004977,1.9286565780639648,7.910399913787842,182528.46403705818,5.810378553430981,23445,269.00140595436096,4043.9310829639435
16,0.6050222768035365,0.94642,0.9464113523240384,0.9464094271569247,0.94642,45076.39806108759,128245.50796800852,5326.8568920012185,178648.76292109734,2865700.718607947,0.0031342447580929404,167.69239491680082,477.0966025131895,19.816875971061073,1.9286565780639648,8.221695899963379,inf,5.814644127060842,25008,268.80406880378723,4312.818929433823
17,0.5495111107902503,0.95172,0.9517146663771687,0.9517153458781233,0.9517199999999999,45174.122139274026,128163.247055982,5322.880572004986,178660.24976726103,3044360.968375208,0.0033296472115580187,168.0712841812008,476.8340921185097,19.80389061068802,1.9286565780639648,8.09062385559082,173813.01190162826,5.815174811041464,26571,268.77953815460205,4581.67825460434
18,0.5142098790986829,0.9546,0.9546023083731561,0.9546073419064086,0.9546000000000001,45191.572153226356,128606.286480207,5343.43677799913,179141.29541143248,3223502.2637866405,0.003525575789324511,168.06214206085096,478.2716546145202,19.871612959876913,1.9286565780639648,7.937024116516113,171883.5198393039,5.812613182618753,28134,268.89798974990845,4850.655876636505
19,0.5245166381181087,0.95376,0.9537536277105497,0.953748819652637,0.9537599999999999,45282.84722624929,128451.45120013226,5336.062676003217,179070.36110238475,3402572.6248890255,0.003721426785547034,168.15634168855027,477.0001764791562,19.815290636083937,1.9286565780639648,8.127488136291504,173527.87382713327,5.804148328969237,29697,269.2901544570923,5120.0347990989685
20,0.4878717908589259,0.95666,0.9566592589636104,0.9566625557885192,0.95666,45105.408084296854,128132.5046401145,5322.507850002046,178560.42057441338,3581133.0454634386,0.00391672005485259,167.68837094184346,476.3581991685675,19.787486880154013,1.9286565780639648,8.18995189666748,inf,5.810764937372301,31260,268.98351883888245,5389.0991015434265
21,0.43469553530902644,0.96174,0.9617403579433936,0.9617417401878212,0.96174,45151.338121040375,128760.04151996598,5350.060043996142,179261.4396850025,3760394.485148441,0.004112780035580051,167.47171034237533,477.586385575035,19.8440122328271,1.9286565780639648,7.980000019073486,162768.43655988926,5.797353836190165,32823,269.6057622432709,5658.783656835556
22,0.40502035720792245,0.96446,0.9644523306277216,0.9644471813211858,0.9644599999999999,45184.39714749111,128258.63452814473,5329.303344004962,178772.3350196408,3939166.820168082,0.004308305077776199,167.86576643790775,476.4970951602481,19.799037873656157,1.9286565780639648,8.506367683410645,inf,5.80674324559442,34386,269.16981410980225,5928.036249637604
23,0.4300937573362907,0.96076,0.9607601900342786,0.9607619760191801,0.96076,45085.607068455545,128198.23627191922,5323.402038002387,178607.24537837715,4117774.0655464595,0.0045036495598254475,167.34663731813046,475.84018814800396,19.75915348770969,1.9286565780639648,8.71116828918457,166618.22668449537,5.8014699398656235,35949,269.4144787788391,6197.543481588364
24,0.40436542594730285,0.96434,0.9643325479359335,0.9643287334133562,0.96434,45214.77417179197,128212.64433606854,5326.147154000224,178753.56566186075,4296527.63120832,0.0046991540737923694,168.117740157013,476.7207272436638,19.80370000018373,1.9286565780639648,8.00767993927002,157549.54588192684,5.811552367087653,37512,268.94707322120667,6466.571337223053
25,0.3599333623739976,0.96764,0.967631178657831,0.9676265677419591,0.9676400000000001,45166.60513325478,128575.0284479307,5329.349419992126,179070.9830011776,4475598.614209498,0.0048950057501916545,167.54276656090173,476.94122489964104,19.768896581023032,1.9286565780639648,7.969791889190674,155134.46633348698,5.797853156377322,39075,269.5825433731079,6736.232669830322
26,0.3842428221450124,0.9672,0.9672006266007444,0.9672050186893209,0.9672000000000001,45187.02214958845,128599.64111999748,5342.24828399776,179128.9115535837,4654727.525763081,0.005090920783612324,167.37526752932035,476.34029224982254,19.787987639064227,1.9286565780639648,10.711039543151855,151302.69983390722,5.789439770611446,40638,269.97430872917175,7006.304718732834
27,0.3264866299398115,0.971,0.9709974098395522,0.9709963434063147,0.9710000000000001,45143.4681147458,128172.74140795926,5324.499747994734,178640.7092706998,4833368.235033781,0.005286301865446185,167.90702396738493,476.7268546769433,19.80399256274378,1.9286565780639648,7.996416091918945,inf,5.813436349062841,42201,268.8599145412445,7275.248813152313
28,0.370926009916527,0.96742,0.9674094176267616,0.967401072117523,0.96742,45257.83220623853,127839.8792639696,5310.030752000312,178407.74222220844,5011775.977255989,0.005481428148952447,168.27500543940843,475.32670766215944,19.74344351281387,1.9286565780639648,7.960576057434082,152748.397898484,5.811454519148191,43764,268.95160150527954,7544.282200574875
29,0.35908266044890963,0.96822,0.9682155484546631,0.9682161032248102,0.96822,45225.23018015199,128603.62982408237,5330.226353998296,179159.08635823266,5190935.063614223,0.005677376184850549,168.03932597215186,477.8409570747772,19.80504334056358,1.9286565780639648,7.939072132110596,153616.9243434292,5.807498722466218,45327,269.1347987651825,7813.500772476196
30,0.3317596752313338,0.9712,0.9711984292668339,0.9711993842734952,0.9712,45043.824035028694,128096.49513585726,5308.916475992912,178449.23564687886,5369384.2992611015,0.005872547850119072,167.68066771505735,476.85351535952157,19.763034746909753,1.9286565780639648,8.08140754699707,146200.52295497697,5.818442133927666,46890,268.6286060810089,8082.216147899628
31,0.32896236371742327,0.97112,0.9711174393992985,0.9711198189744638,0.97112,45041.23503295984,128088.94003189588,5320.29370999668,178450.4687748524,5547834.768035953,0.0060677208640716645,167.40970648863888,476.0822353003633,19.77452012077668,1.9286565780639648,10.106880187988281,147499.96169294466,5.809373811581022,48453,269.0479302406311,8351.3688018322
32,0.32135351847854854,0.9715,0.9714993205866763,0.9715015599979546,0.9715,45020.290016205516,128317.56518399762,5328.247968002077,178666.1031682052,5726500.871204158,0.006263129719458301,167.37285976592375,477.04885586732536,19.808937250858797,1.9286565780639648,8.247296333312988,inf,5.8107973031709,50016,268.9820206165314,8620.43360042572
33,0.2956657091242643,0.97386,0.9738578627365589,0.9738570579409853,0.9738599999999998,45259.25120737287,128899.27017608937,5355.746287999762,179514.267671462,5906015.13887562,0.006459466220614456,167.98549266161052,478.42610795834463,19.87853653693833,1.9286565780639648,8.612863540649414,34279.351823408215,5.801274171043404,51579,269.423570394516,8889.94017624855
34,0.29564437587636444,0.97408,0.9740770019306015,0.9740757508532593,0.9740800000000001,45166.20613293722,128680.29585598595,5345.199721999117,179191.7017109223,6085206.840586543,0.0066554499282411314,167.23239560979343,476.4516656642655,19.791136583217448,1.9286565780639648,7.847936153411865,35074.349675754194,5.787163827060826,53142,270.08048272132874,9160.10126709938
35,0.3260338137203962,0.97106,0.9710607758201386,0.9710639347662309,0.9710600000000001,45049.963039936265,128602.27031999454,5343.52798399856,178995.76134392936,6264202.601930473,0.006851219333982007,167.15190030781946,477.1616316051341,19.82645038091544,1.9286565780639648,7.972864151000977,37218.84693086154,5.799303763013508,54705,269.5151114463806,9429.700669288635
36,0.2778946194638065,0.97562,0.975617919918195,0.9756178909628215,0.9756199999999999,44943.66995490831,127966.79447987676,5313.65701599748,178224.12145078255,6442426.723381255,0.00704614478966399,167.35744723683086,476.51195544821064,19.786547795977125,1.9286565780639648,7.945216178894043,33247.216671486654,5.820167562942853,56268,268.5489692687988,9698.33142542839
37,0.3043022270738049,0.9729,0.9728969286261837,0.9728956140978473,0.9729000000000001,45115.30209221691,128490.25406412687,5338.89871199723,178944.454868341,6621371.178249596,0.007241858081013324,167.60317111420065,477.34079214183424,19.833987868666558,1.9286565780639648,9.887743949890137,51624.13935084588,5.806538897069436,57831,269.1792869567871,9967.606463432312
38,0.2859152698852432,0.97474,0.9747430103160465,0.974747299279862,0.97474,45146.06011681794,128609.20526403282,5340.767335996992,179096.03271684775,6800467.210966444,0.007437737154530362,167.58387029863948,477.4021989606543,19.82512888644102,1.9286565780639648,7.926784038543701,66863.20762537904,5.801914687549828,59394,269.39382672309875,10237.085195302963
39,0.2775166558384209,0.97526,0.9752600941083859,0.9752643435177735,0.9752599999999999,45112.13308967836,128935.47393592168,5356.747055997723,179404.35408159776,6979871.565048042,0.007633953442123868,167.2978360235023,478.1557487708275,19.865435952943876,1.9286565780639648,7.931903839111328,66424.6651309744,5.7963678459833705,60957,269.65162348747253,10506.823696613312
40,0.252551143158344,0.97814,0.9781399766890427,0.9781404225524198,0.9781399999999998,45005.43000431568,128084.60097588226,5320.939225998503,178410.97020619645,7158282.535254238,0.007829083256107615,167.2314660372009,475.93758344121335,19.771580170953836,1.9286565780639648,7.884799957275391,63336.33886253013,5.8078054446114695,62520,269.1205852031708,10776.025076150894
41,0.23794111995573464,0.97928,0.9792796947783371,0.9792810724463535,0.9792800000000002,45087.64807008882,128654.11315190606,5345.177320001618,179086.9385419965,7337369.4737962345,0.008024952383237133,167.56245759728426,478.12650032712173,19.864665520819486,1.9286565780639648,7.953343868255615,61251.27823964732,5.808688907823073,64083,269.0796537399292,11045.192497253418
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