epoch,status,loss,accuracy,energy_gpu_j,energy_cpu_j,energy_ram_j,total_energy_j,cumulative_total_energy_j,carbon_kg,vram_gb,latency_ms,eag_metric,model_flops,model_params
1,FROZEN,1.7605704980939914,0.59522,25671.554537227246,63054.082271971296,2619.0345640017763,91344.67137320031,91344.67137320031,0.01810250935810205,0.7295703887939453,84.33415259753598,0.006516198384119778,5747191648.0,21806058.0
2,FROZEN,1.250561889439764,0.68582,51729.29638340378,126321.29452797817,5255.116212001885,183305.70712338382,274650.37849658413,0.03632716860994835,0.7295703887939453,84.21008997213666,0.003741400149305617,5747191648.0,21806058.0
3,FROZEN,1.1831085722719488,0.6954,77967.6443740649,189631.25711998204,7892.9740740018315,275491.87556804874,550142.2540646328,0.05459644422142895,0.7295703887939453,84.28547615739527,0.0025242123694795876,5747191648.0,21806058.0
4,FROZEN,1.1449258420914317,0.70074,104190.91835266743,252891.52766398617,10528.768698002095,367611.2147146557,917753.4687792885,0.0728524757325663,0.7295703887939453,84.21874732751535,0.0019061986466977698,5747191648.0,21806058.0
5,FROZEN,1.131564576943868,0.7056,130404.40132343747,316113.73175998684,13162.975522002089,459681.1086054264,1377434.577384715,0.09109870827904555,0.7295703887939453,84.16861535949121,0.0015349771543595484,5747191648.0,21806058.0
6,FROZEN,1.1225364517875764,0.70446,156611.49528909614,379408.14004798187,15800.178206001876,551819.8135430799,1929254.3909277949,0.10935857766499676,0.7295703887939453,84.26489207657652,0.0012766123700359005,5747191648.0,21806058.0
7,FROZEN,1.1054980472845675,0.70814,182807.98924627347,442658.00155197736,18435.526124001775,643901.5169222526,2573155.9078500476,0.12760715059292466,0.7295703887939453,84.29899554334995,0.0010997644537083825,5747191648.0,21806058.0
8,FROZEN,1.099103592674624,0.71256,208982.77918608903,505873.7285759789,21069.466516001852,735925.9742780698,3309081.8821281176,0.14584437861525565,0.7295703887939453,84.14928560751186,0.0009682495589301744,5747191648.0,21806058.0
9,FROZEN,1.0896683257890678,0.71234,235153.36012253797,569031.5030879807,23700.978260001866,827885.8414705205,4136967.723598638,0.16406880628460266,0.7295703887939453,84.08508267222653,0.0008604326397643377,5747191648.0,21806058.0
10,UNFROZEN,0.778262116153196,0.79978,338832.2050655461,794163.3659519814,33081.40831400204,1166076.9793315295,5303044.702930167,0.23109086839201828,3.764237403869629,300.07138606148965,0.0006858723859367205,5747191648.0,21806058.0
11,FINE-TUNING,0.5055278708785296,0.87436,442815.62725221785,1020425.1373919821,42508.912020002026,1505749.676664202,6808794.379594369,0.29840654307471803,3.764237403869629,301.4720044529598,0.0005806808485836995,5747191648.0,21806058.0
12,FINE-TUNING,0.37380434992417494,0.90918,547233.2607862577,1252742.3352959845,52188.742702002055,1852164.3387842444,8660958.718378613,0.3670583272296028,3.764237403869629,309.544125811381,0.000490874368414189,5747191648.0,21806058.0
13,FINE-TUNING,0.2919552557203759,0.92972,651018.3678142778,1479011.2436159863,61616.56639200198,2191646.1778222662,10852604.896200879,0.4343361779865821,3.764237403869629,301.40445953901195,0.00042421080985062027,5747191648.0,21806058.0
14,FINE-TUNING,0.23017063194686835,0.94618,754972.7809777412,1705362.5038079848,71047.82204200194,2531383.106827728,13383988.003028607,0.5016645819773002,3.764237403869629,301.6051701529241,0.0003737798508048556,5747191648.0,21806058.0
15,FINE-TUNING,0.19140117893249312,0.95536,858912.4871294394,1931029.833215985,80450.58066000202,2870392.901005426,16254380.904034033,0.5688488838017256,3.764237403869629,300.68503643409304,0.0003328324842447045,5747191648.0,21806058.0
16,FINE-TUNING,0.15317632190070413,0.96606,962885.5873078535,2157176.976095983,89873.29889200193,3209935.8622958385,19464316.766329873,0.6361388476478347,3.764237403869629,301.3335731040188,0.00030095928437306725,5747191648.0,21806058.0
17,FINE-TUNING,0.1233527097631763,0.97416,1066890.9355120645,2382744.9187679845,99271.91667200183,3548907.7709520506,23013224.537281923,0.7033156413932784,3.764237403869629,300.55104534517704,0.00027449572174671256,5747191648.0,21806058.0
18,FINE-TUNING,0.10276959341594989,0.97982,1170737.4885892414,2608684.0935359825,108686.00250400168,3888107.584629226,26901332.12191115,0.7705376009126276,3.764237403869629,301.058784479982,0.00025200434367441424,5747191648.0,21806058.0
19,FINE-TUNING,0.0839585898466699,0.98384,1274650.0247192038,2834647.767599977,118101.10580200156,4227398.898121183,31128731.02003233,0.8377776936873541,3.764237403869629,301.0905110828402,0.0002327293978425495,5747191648.0,21806058.0
20,FINE-TUNING,0.06661060418437878,0.98756,1378586.9388686686,3060788.534735979,127523.59019600147,4566899.063800649,35695630.08383298,0.9050591763824999,3.764237403869629,301.3265145107179,0.0002162430100169843,5747191648.0,21806058.0