epoch,status,loss,accuracy,f1_score,precision,recall,energy_gpu_j,energy_cpu_j,energy_ram_j,total_energy_j,cumulative_energy_j,carbon_kg,vram_gb,latency_ms,eag_metric,grad_norm,model_flops,model_params,batch_size,accumulation_steps
1,FROZEN,1.1988992572135633,0.63074,0.6304239982646254,0.6304357189411597,0.6307400000000001,5880.036704019176,16081.422335933894,668.2625739974899,22629.72161395056,22629.72161395056,2.4750346707551874e-05,0.561131477355957,85.86493538468696,0.02787219439814793,1.2813284833406664,1823526912.0,11181642.0,128,4
2,FROZEN,0.695095136037568,0.7751,0.7748494738742068,0.7749147169351482,0.7751,11725.19238014189,31264.86700792797,1300.8688059973063,44290.928194067164,66920.64980801773,4.844141909932562e-05,0.561131477355957,80.4143848321627,0.017500197706487124,0.8521842987267012,1823526912.0,11181642.0,128,4
3,FROZEN,0.6308420659483546,0.78918,0.7890495708936139,0.7891317242636504,0.78918,17577.54106202043,46430.49215991051,1932.7331079973371,65940.76632992827,132861.416137946,7.21200577130066e-05,0.561131477355957,80.4165732830077,0.011968013778478307,0.8282131368351966,1823526912.0,11181642.0,128,4
4,FROZEN,0.600653861870851,0.79794,0.7978334015853046,0.7979635396158175,0.79794,23490.715792557636,61640.14027191326,2566.4319899969264,87697.28805446782,220558.70419241383,9.591537720561495e-05,0.561131477355957,80.6333890656376,0.009098799035888182,0.7969869218536259,1823526912.0,11181642.0,128,4
5,FROZEN,0.5844897117913531,0.8017,0.8015237643135282,0.8015114360151833,0.8017,29448.01055838724,76840.54953589104,3199.7455459961197,109488.3056402744,330047.00983268826,0.00011974842515732232,0.561131477355957,80.58492241003324,0.007322243186719852,0.826617025222975,1823526912.0,11181642.0,128,4
6,FROZEN,0.5713335332815604,0.80528,0.8051503083791551,0.8052073145984803,0.80528,35446.090356848006,92047.14945590124,3833.3174659963697,131326.5572787456,461373.56711143383,0.0001436331334519979,0.561131477355957,80.628282883588,0.006131889974780673,0.7865466742785936,1823526912.0,11181642.0,128,4
7,FROZEN,0.558684520785461,0.8087,0.8085341588206697,0.8085126815363873,0.8087,41452.357161850276,107265.55871989578,4467.381649996387,153185.29753174243,614558.8646431763,0.00016754025034372645,0.561131477355957,80.6741994969985,0.005279227269395253,0.7527893514362807,1823526912.0,11181642.0,128,4
8,FROZEN,0.5564743123395973,0.8077,0.807561940649736,0.8075264080636437,0.8077,47470.28197619443,122508.06369591503,5102.4499779962935,175080.79565010575,789639.660293282,0.000191487569670446,0.561131477355957,80.82214035951269,0.004613298660203525,0.7481726162212411,1823526912.0,11181642.0,128,4
9,FROZEN,0.5499495424120627,0.8113,0.8110764118761196,0.8109928625869856,0.8112999999999999,53480.831784627015,137673.53001588956,5734.307297995547,196888.66909851212,986528.3293917942,0.00021533905304307974,0.561131477355957,80.54921145329389,0.0041206027940291,0.7459352127055532,1823526912.0,11181642.0,128,4
10,UNFROZEN,0.4266142824193096,0.85284,0.8525090288289627,0.8523168675493723,0.8528399999999999,71336.28206897668,177598.6624319013,7397.802567995386,256332.74706887337,1242861.0764606674,0.00028035361948698146,1.911003589630127,212.32455404823088,0.0033270817316636207,5.065488380255158,1823526912.0,11181642.0,128,4
11,FINE-TUNING,0.282467531769172,0.90322,0.9030585930076234,0.9029602044770666,0.9032199999999999,89202.52636195727,217563.82435189557,9062.980861995602,315829.33157584845,1558690.4080365158,0.00034542561284084584,1.911003589630127,212.520953639389,0.0028598357077644827,4.03995272302136,1823526912.0,11181642.0,128,4
12,FINE-TUNING,0.21182495081211294,0.92956,0.9294813349887476,0.9294297740498916,0.92956,107052.55764197688,257494.42223989405,10726.719409995712,375273.6992918666,1933964.1073283823,0.00041044049618239165,1.911003589630127,212.3551643108163,0.0024770187779054585,3.3746498245553873,1823526912.0,11181642.0,128,4
13,FINE-TUNING,0.1639797131118872,0.94784,0.947774287955381,0.9477457142905873,0.94784,124932.85594619863,297611.8292638846,12398.239133995958,434942.92434407916,2368907.0316724614,0.0004757013081803075,1.911003589630127,213.3422721072536,0.0021792284618249655,3.0226050676758756,1823526912.0,11181642.0,128,4
14,FINE-TUNING,0.12681893962423516,0.96154,0.9615100600557595,0.9614932348219645,0.96154,142733.68718684764,337290.000623893,14051.4587499958,494075.14656073647,2862982.178233198,0.0005403747949521482,1.911003589630127,211.0160293481539,0.0019461412027973728,2.6818228775692967,1823526912.0,11181642.0,128,4
15,FINE-TUNING,0.0976799735061043,0.97364,0.9736194626396253,0.9736113859021724,0.97364,160523.53741872878,376939.3363679107,15703.476687995717,553166.3504746353,3416148.528707833,0.0006050034196071698,1.911003589630127,210.85532851841137,0.001760121524320097,2.273229085293013,1823526912.0,11181642.0,128,4
16,FINE-TUNING,0.07431097854586209,0.98318,0.9831745016707776,0.9831803369875465,0.9831799999999999,178313.82865094696,416621.47607990546,17356.86102799489,612292.1657588473,4028440.6944666803,0.0006696698990546581,1.911003589630127,211.03388696070522,0.0016057366972538204,2.07808362331587,1823526912.0,11181642.0,128,4
17,FINE-TUNING,0.05552167946572804,0.98968,0.9896766507231645,0.989677200728486,0.9896799999999999,196121.9878974589,456352.3630079069,19012.276913995152,671486.6278193609,4699927.322286041,0.0007344114581492939,1.911003589630127,211.29151378446224,0.0014738640488105705,1.7345473114977177,1823526912.0,11181642.0,128,4
18,FINE-TUNING,0.04037352479622721,0.9943,0.9942998075172877,0.9943003380113318,0.9943,213915.5691323154,496030.82697590813,20665.50848599523,730611.9045942188,5430539.22688026,0.0007990773486238622,1.911003589630127,211.0032724297565,0.0013609140417062233,1.446919434463855,1823526912.0,11181642.0,128,4
19,FINE-TUNING,0.02901679417475715,0.99732,0.9973197649220611,0.9973199720754433,0.9973199999999999,231715.82137250085,535704.8233438936,22318.535701994548,789739.180418389,6220278.407298649,0.0008637454254781132,1.911003589630127,210.985423963698,0.0012628473105154015,1.2054905405978567,1823526912.0,11181642.0,128,4
20,FINE-TUNING,0.021225117799609214,0.99874,0.9987399319610013,0.99873994381764,0.9987400000000001,249523.90861896845,575394.8437438813,23972.249423994213,848891.001786844,7069169.409085493,0.0009284403480329671,1.911003589630127,211.0619374248378,0.0011765232496253777,0.9974903986626065,1823526912.0,11181642.0,128,4
21,FINE-TUNING,0.015357767472334225,0.99938,0.9993799999686013,0.9993800798576414,0.99938,267317.4308537753,615067.4944798741,25625.24009199347,908010.1654256429,7977179.574511135,0.0009930995525111494,1.911003589630127,210.9803202207131,0.0011006264445635652,0.8182105720043182,1823526912.0,11181642.0,128,4
22,FINE-TUNING,0.011407131462565164,0.99984,0.9998399719811915,0.9998400119703831,0.9998400000000001,285118.9340949659,654775.9117918835,27279.72025799332,967174.5661448428,8944354.140655978,0.001057808233224305,1.911003589630127,211.17416976967738,0.0010337740827753169,0.6471092455165902,1823526912.0,11181642.0,128,4
23,FINE-TUNING,0.008966091832103174,0.99994,0.9999399999998,0.9999400039992002,0.9999399999999999,302919.1303351084,694475.7522238792,28933.843409992987,1026328.7259689806,9970682.866624959,0.0011225057133708916,1.911003589630127,211.1282659613568,0.0009742882321216662,0.5455584931619388,1823526912.0,11181642.0,128,4
24,FINE-TUNING,0.007461503117114229,0.99996,0.9999599999996001,0.9999600079984002,0.9999600000000001,320736.3835889083,734209.6785118897,30589.38530599233,1085535.4474067902,11056218.31403175,0.0011872606806657552,1.911003589630127,211.311903755988,0.0009211675237218468,0.4686551594857088,1823526912.0,11181642.0,128,4
25,FINE-TUNING,0.0061004445411722225,0.99996,0.9999600019990001,0.9999600159936026,0.9999600000000001,338558.01684619137,773979.3594719097,32246.418801993135,1144783.7951200942,12201002.109151844,0.0012520611750231343,1.911003589630127,211.49556899009764,0.0008734924483230465,0.42109309643814247,1823526912.0,11181642.0,128,4
26,FINE-TUNING,0.005115460030391546,0.99998,0.9999799999998,0.9999800039992002,0.9999800000000001,356361.4290889149,813697.8477599099,33901.31861399394,1203960.5954628186,13404962.704614662,0.0013167834173251824,1.911003589630127,211.37313464718403,0.0008305753558450924,0.35229387572131204,1823526912.0,11181642.0,128,4
27,FINE-TUNING,0.0044346838865591135,0.99998,0.9999799999998,0.9999800039992002,0.9999800000000001,374180.9863445425,853465.8022559155,35558.279563994154,1263205.0681644522,14668167.772779115,0.001381579673544595,1.911003589630127,211.49556350220195,0.000791621269738142,0.31262003730252846,1823526912.0,11181642.0,128,4
28,FINE-TUNING,0.003909671779178902,0.99996,0.9999599999996001,0.9999600079984002,0.9999600000000001,391982.6825858962,893166.0960958991,37212.42161599454,1322361.2002977899,15990528.973076904,0.0014462793108249434,1.911003589630127,211.27365373284616,0.0007561927858854399,0.29021605373043374,1823526912.0,11181642.0,128,4
29,FINE-TUNING,0.0033392194286941566,1.0,1.0,1.0,1.0,409823.327858399,933086.9964959007,38875.75529999449,1381786.0796542943,17372315.052731197,0.0015112728795580745,1.911003589630127,212.45464034702465,0.0007237010234248326,0.24939432417609028,1823526912.0,11181642.0,128,4
30,FINE-TUNING,0.0029896937728718953,1.0,1.0,1.0,1.0,427669.2221351027,972992.7196318937,40538.45658599399,1441200.3983529904,18813515.45108419,0.0015762548979970101,1.911003589630127,212.22251882333583,0.0006938660308051566,0.23605431024868465,1823526912.0,11181642.0,128,4
31,FINE-TUNING,0.0027581630405657887,1.0,1.0,1.0,1.0,445494.6063954012,1012847.556527909,42199.03791599441,1500541.2008393046,20314056.651923493,0.0016411565110391795,1.911003589630127,212.07967682567704,0.0006664262197137043,0.21369782666262893,1823526912.0,11181642.0,128,4
32,FINE-TUNING,0.0024730010813249804,1.0,1.0,1.0,1.0,463328.64666261885,1052682.7715519352,43858.80171399447,1559870.2199285484,21873926.87185204,0.001706045236465325,1.911003589630127,211.9904033973089,0.0006410789738942552,0.20534222334930577,1823526912.0,11181642.0,128,4
33,FINE-TUNING,0.002278394987592307,1.0,1.0,1.0,1.0,481164.20493104926,1092515.7237119416,45518.47092399374,1619198.3995669847,23493125.271419026,0.0017709330437759546,1.911003589630127,211.9929601469308,0.0006175895432378304,0.2121955978194463,1823526912.0,11181642.0,128,4
34,FINE-TUNING,0.0021169941700861583,0.99998,0.9999799999998,0.9999800039992002,0.9999800000000001,498999.11819897225,1132407.5859359468,47180.595165992854,1678587.2993009118,25171712.57071994,0.0018358872612458058,1.911003589630127,212.29649748643644,0.0005957271334153819,0.186047607245519,1823526912.0,11181642.0,128,4
35,FINE-TUNING,0.001959138043710719,1.0,1.0,1.0,1.0,516821.054456517,1172205.7481759696,48838.81487999344,1737865.61751248,26909578.18823242,0.0019007205346287376,1.911003589630127,211.7965562874094,0.0005754184845611739,0.17538238685462892,1823526912.0,11181642.0,128,4
36,FINE-TUNING,0.0018237228159938017,1.0,1.0,1.0,1.0,534617.3366935218,1211914.683167981,50493.31657599425,1797025.336437497,28706603.524669915,0.001965424094818044,1.911003589630127,211.322118559152,0.0005564751813585692,0.17071255461610468,1823526912.0,11181642.0,128,4
37,FINE-TUNING,0.001734629055470838,0.99998,0.9999799999998,0.9999800039992002,0.9999800000000001,552415.6659321733,1251600.2250719815,52146.844007994514,1856162.7350121494,30562766.259682067,0.0020301032430229877,1.911003589630127,211.19203469942295,0.000538735091022854,0.17674656281458964,1823526912.0,11181642.0,128,4
38,FINE-TUNING,0.0015536983082990359,1.0,1.0,1.0,1.0,570206.6411649468,1291219.6434239857,53797.616055994295,1915223.9006449268,32477990.160326995,0.0020946990145176863,1.911003589630127,210.84258318557153,0.0005221321641105581,0.1456503200623178,1823526912.0,11181642.0,128,4
39,FINE-TUNING,0.0016449784057314895,0.99998,0.9999799999998,0.9999800039992002,0.9999800000000001,588004.5724032712,1330914.4991519954,55451.5312139946,1974370.6027692612,34452360.76309626,0.0021593883381054372,1.911003589630127,211.23794155657444,0.0005064803935985591,0.2002773706599609,1823526912.0,11181642.0,128,4
40,FINE-TUNING,0.0014693489622162736,1.0,1.0,1.0,1.0,605812.7846498323,1370659.3036319967,57107.52822399489,2033579.6165058238,36485940.37960208,0.00222414581250975,1.911003589630127,211.50577220770404,0.0004917437172773393,0.1472642819598778,1823526912.0,11181642.0,128,4
41,FINE-TUNING,0.0014014169478507909,1.0,1.0,1.0,1.0,623626.1749005308,1410383.0865119956,58762.64914399479,2092771.9105565213,38578712.2901586,0.0022888850004309557,1.911003589630127,211.40119242851083,0.0004778351596539131,0.14291037361800057,1823526912.0,11181642.0,128,4
42,FINE-TUNING,0.0013093806036850414,1.0,1.0,1.0,1.0,641433.2471461791,1450116.0087359883,60418.15147399554,2151967.407356163,40730679.697514765,0.0023536276912298434,1.911003589630127,211.43945586650878,0.00046469105274627153,0.12861405278450436,1823526912.0,11181642.0,128,4
43,FINE-TUNING,0.0013904697922727718,1.0,1.0,1.0,1.0,659267.263413382,1489875.873263972,62074.77630199516,2211217.9129793495,42941897.610494114,0.0024184305457142564,1.911003589630127,211.597598727097,0.0004522394623027545,0.15571986223311768,1823526912.0,11181642.0,128,4
44,FINE-TUNING,0.0012417426469790585,1.0,1.0,1.0,1.0,677071.9476571188,1529630.0223359654,63731.16277799477,2270433.132771079,45212330.7432652,0.002483194807741488,1.911003589630127,211.56188716059145,0.0004404445942785786,0.1247432022979579,1823526912.0,11181642.0,128,4
45,FINE-TUNING,0.0012049962959402357,1.0,1.0,1.0,1.0,694878.688902503,1569375.429119943,65387.185283994775,2329641.303306441,47541972.046571635,0.002547951359928443,1.911003589630127,211.52362616165823,0.0004292506312369669,0.12628492098493674,1823526912.0,11181642.0,128,4
46,FINE-TUNING,0.0012074625747792822,1.0,1.0,1.0,1.0,712703.2311621178,1609162.7294399312,67044.92910599454,2388910.8897080435,49930882.93627968,0.0026127750832458585,1.911003589630127,211.74553897984498,0.00041860079599796756,0.1434732703588058,1823526912.0,11181642.0,128,4
47,FINE-TUNING,0.0012280930148061279,0.99998,0.9999799999998,0.9999800039992002,0.9999800000000001,730514.8584114235,1648971.7203839312,68703.59975399451,2448190.1785493493,52379073.114829026,0.002677609418215978,1.911003589630127,211.83736366993935,0.0004084568301767015,0.13590619997265413,1823526912.0,11181642.0,128,4
48,FINE-TUNING,0.0012022852215825407,1.0,1.0,1.0,1.0,748330.4576638844,1688762.592767906,70361.49109399413,2507454.5415257844,54886527.65635481,0.002742427428622465,1.911003589630127,211.75064150329746,0.0003988108192747138,0.1415033546689245,1823526912.0,11181642.0,128,4
49,FINE-TUNING,0.0011528369582370114,1.0,1.0,1.0,1.0,766153.0059219146,1728552.7271039044,72019.37680199393,2566725.1098278128,57453252.76618262,0.00280725222585393,1.911003589630127,211.7276880747217,0.0003896015183593557,0.1338849419862339,1823526912.0,11181642.0,128,4
50,FINE-TUNING,0.0011793716603418446,1.0,1.0,1.0,1.0,783979.001182692,1768358.8786079085,73677.92940399493,2626015.8091945956,60079268.57537721,0.002872099040626784,1.911003589630127,211.8348081398498,0.00038080501895634134,0.13356934518543714,1823526912.0,11181642.0,128,4