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,1.139441360293142,0.66938,0.6690947124865365,0.6704981184116587,0.6693800000000001,18465.84577266057,41966.303183874115,1744.2114739958195,62176.360430530505,62176.360430530505,6.800289035463258e-05,0.39136457443237305,112.10733149057764,0.010765827966850787,1.2905650550557166,2895993344.0,6964106.0,64,8
2,FROZEN,0.6638203293008877,0.79006,0.7899051028168292,0.7901481948490946,0.79006,37584.56306763094,83540.2379998751,3476.4218979957514,124601.22296550179,186777.58339603228,0.0001362775698787207,0.39136457443237305,110.4632234939224,0.006340708230598532,0.8952090881534458,2895993344.0,6964106.0,64,8
3,FROZEN,0.5920164797007276,0.80828,0.8080814622226606,0.8082309540574171,0.8082799999999999,56898.840519034624,125209.71983986907,5212.613479995634,187321.17383889933,374098.7572349316,0.00020487499038964016,0.39136457443237305,110.76803554964188,0.004314941997401426,0.8006983457766857,2895993344.0,6964106.0,64,8
4,FROZEN,0.5622809961095185,0.81382,0.8137077298041222,0.8138347218195612,0.81382,76286.97102952415,166910.4853438586,6950.109037995571,250147.56541137834,624246.3226463099,0.0002735888261287716,0.39136457443237305,110.84711002876692,0.0032533596665697637,0.7801961775907537,2895993344.0,6964106.0,64,8
5,FROZEN,0.5449803124760728,0.81724,0.817187763666484,0.8173453860262556,0.81724,95578.8704630379,208628.3637118712,8688.317393995821,312895.55156890495,937141.8742152147,0.00034221690910271537,0.39136457443237305,110.88792015524471,0.002611861996446535,0.7809735693267941,2895993344.0,6964106.0,64,8
6,FROZEN,0.5294606156285157,0.8219,0.8217117319476216,0.8217030371439705,0.8219000000000001,114807.97784631065,250447.7236798592,10430.753669996047,375686.4551961659,1312828.3294113807,0.0004108919313308779,0.39136457443237305,111.16084601263256,0.002187728592905598,0.7762713647380317,2895993344.0,6964106.0,64,8
7,FROZEN,0.5195314767186904,0.82492,0.8247739112795353,0.8247793472082959,0.82492,134014.08221117491,292148.01172787324,12168.229685996193,438330.3236250443,1751158.653036425,0.00047940613973197435,0.39136457443237305,110.83180337305875,0.0018819596900753128,0.7322491628607524,2895993344.0,6964106.0,64,8
8,FROZEN,0.5143109465880162,0.82616,0.825971188223968,0.825926238496024,0.8261600000000001,153219.02457511812,333836.5886398684,13905.21708599641,500960.8303009829,2252119.483337408,0.0005479057342538758,0.39136457443237305,110.7897185303671,0.0016491508917047142,0.7554433689903968,2895993344.0,6964106.0,64,8
9,FROZEN,0.5048833212355519,0.82872,0.828563145664511,0.8285555535399387,0.82872,172441.33295294901,375503.9671678562,15641.321421995528,563586.6215428007,2815706.1048802086,0.0006164001714595999,0.39136457443237305,110.7359694702851,0.001470439446790637,0.7386647499713701,2895993344.0,6964106.0,64,8
10,UNFROZEN,0.37742392833123123,0.8715,0.8712395811949998,0.8711708808998001,0.8714999999999999,228616.48189303878,497004.491327852,20703.80441199523,746324.7776328861,3562030.8825130947,0.0008162626707463851,4.1696014404296875,323.4160864139762,0.0011677221849234747,7.369355413102612,2895993344.0,6964106.0,64,8
11,FINE-TUNING,0.24785496629869846,0.91664,0.9165300839663267,0.9164578646717294,0.9166399999999999,284812.18284956284,618420.3264478594,25762.761175995693,928995.270473418,4491026.1529865125,0.0010160511660787968,4.1696014404296875,323.19551599605006,0.0009867003946455813,5.3061065821303535,2895993344.0,6964106.0,64,8
12,FINE-TUNING,0.18377657532882508,0.9389,0.9388490416581966,0.938827327285809,0.9389000000000001,340926.14874069585,739744.6120798587,30817.903337995525,1111488.66415855,5602514.817145063,0.0012156459663418418,4.1696014404296875,322.9480244009696,0.0008447229650432756,4.508369767788759,2895993344.0,6964106.0,64,8
13,FINE-TUNING,0.14335280996235206,0.95372,0.9536967091349734,0.9536853295681625,0.95372,397052.2986415851,861102.3048958462,35874.43717199494,1294029.0407094262,6896543.857854489,0.001415292152222276,4.1696014404296875,323.03985092036254,0.0007370159169512467,3.9422285655110154,2895993344.0,6964106.0,64,8
14,FINE-TUNING,0.11152677349460399,0.96552,0.9655144234266405,0.9655173521438668,0.96552,453179.4525432737,982386.255551856,40927.89905599551,1476493.607151125,8373037.465005614,0.0016148554238487006,4.1696014404296875,322.84854836476126,0.0006539276535459967,3.507223591362078,2895993344.0,6964106.0,64,8
15,FINE-TUNING,0.08881339397462433,0.97334,0.9733309969974069,0.9733286856575731,0.9733400000000001,509273.3524183515,1103712.2859838419,45983.112145995256,1658968.7505481886,10032006.215553802,0.001814430263594117,4.1696014404296875,322.9621188414981,0.0005867138845613397,3.0146792942715672,2895993344.0,6964106.0,64,8
16,FINE-TUNING,0.069164664189205,0.9816,0.9815954728135621,0.9815962907587226,0.9815999999999999,565406.2883246688,1225302.883295836,51049.34192599496,1841758.5135464997,11873764.729100302,0.0020143492058585437,4.1696014404296875,323.6766669451428,0.0005329688950967985,2.750799419953651,2895993344.0,6964106.0,64,8
17,FINE-TUNING,0.054939512825568616,0.98652,0.9865181680285527,0.9865193259728627,0.9865200000000002,621641.9173131328,1347472.8549118247,56139.69546799549,2025254.467692953,13899019.196793254,0.0022150405162526584,4.1696014404296875,325.1901264385799,0.0004871091587437818,2.421572983879404,2895993344.0,6964106.0,64,8
18,FINE-TUNING,0.04259507778479391,0.99146,0.9914582339894867,0.9914590835105115,0.99146,677885.1343076731,1470005.1329758298,61245.168107995996,2209135.4353914987,16108154.632184753,0.0024161529197147293,4.1696014404296875,326.14281567771116,0.00044880000751257494,2.1785393646082927,2895993344.0,6964106.0,64,8
19,FINE-TUNING,0.03311260252990915,0.99386,0.9938590719833174,0.9938597890564125,0.9938600000000001,734054.7872433561,1592283.6734878365,66340.04461999633,2392678.5053511886,18500833.13753594,0.0026168957611321995,4.1696014404296875,325.48856094974997,0.0004153754872529876,1.9448810373384928,2895993344.0,6964106.0,64,8
20,FINE-TUNING,0.02622429240980874,0.99616,0.9961599410858991,0.9961602364799456,0.99616,790260.7682081105,1714734.821807826,71442.1141739958,2576437.7041899324,21077270.841725875,0.0028178749848075404,4.1696014404296875,325.9209074327708,0.00038664237772176465,1.6884321674858171,2895993344.0,6964106.0,64,8
21,FINE-TUNING,0.019797693161517763,0.99794,0.9979404366674046,0.997941689725341,0.99794,846478.2381820455,1837366.2659998331,76551.72089399537,2760396.225075874,23837667.06680175,0.003019072208945228,4.1696014404296875,326.41447139213153,0.00036152056394460905,1.3993073812465078,2895993344.0,6964106.0,64,8
22,FINE-TUNING,0.016169186600524445,0.99832,0.9983199836090287,0.998320382006337,0.99832,902637.6821095617,1959607.3268638272,81645.06066999516,2943890.0696433843,26781557.136445135,0.0032197612120723274,4.1696014404296875,325.3954581897277,0.0003391159236190277,1.3308277166995806,2895993344.0,6964106.0,64,8
23,FINE-TUNING,0.01345544568765575,0.9987,0.9987000178597933,0.9987002954754244,0.9986999999999998,958816.2260523689,2081804.2543678265,86736.5617679956,3127357.0421881913,29908914.178633325,0.0034204208250067417,4.1696014404296875,325.26664874132945,0.00031934313432316515,1.2221276495874542,2895993344.0,6964106.0,64,8
24,FINE-TUNING,0.010905759735390201,0.99908,0.9990800139813982,0.9990800879472094,0.99908,1015004.0730026092,2204006.8928158376,91828.30070999569,3310839.266528443,33219753.445161767,0.003621097118978228,4.1696014404296875,325.2743000874434,0.00030176034520926117,1.0172852895309015,2895993344.0,6964106.0,64,8
25,FINE-TUNING,0.008719204129446345,0.99928,0.9992799598987604,0.999280083679127,0.99928,1071240.4739916935,2326397.133263815,96927.8330819949,3494565.4403375033,36714318.88549927,0.0038220402228572843,4.1696014404296875,325.76786313215484,0.00028595257895742537,0.9385679889585554,2895993344.0,6964106.0,64,8
26,FINE-TUNING,0.007267080854786479,0.9996,0.999600007970594,0.999600107920811,0.9996,1127450.387959587,2448558.287087828,102017.81966199518,3678026.4947094102,40392345.38020868,0.004022693363028416,4.1696014404296875,325.1391133993788,0.00027177618253643805,0.8485878016223612,2895993344.0,6964106.0,64,8
27,FINE-TUNING,0.006677119137571596,0.99946,0.9994600039824,0.9994600719296173,0.99946,1183597.5328772669,2571045.2608798076,107121.39769199422,3861764.191449069,44254109.57165775,0.00422364906964878,4.1696014404296875,326.00508169140045,0.00025880917385195587,0.7848735411757046,2895993344.0,6964106.0,64,8
28,FINE-TUNING,0.0054789615766433495,0.99976,0.9997599999982001,0.9997600199928028,0.99976,1239711.606768492,2693482.941311784,112222.92992599426,4045417.4780062702,48299527.04966402,0.0044245124560313145,4.1696014404296875,326.0318653662796,0.0002471339498173915,0.7085149467913145,2895993344.0,6964106.0,64,8
29,FINE-TUNING,0.004775178692567989,0.99974,0.9997399899849967,0.9997400519639982,0.9997400000000001,1295903.001721571,2815910.998223769,117324.05664599384,4229138.056591334,52528665.10625535,0.0046254494403594444,4.1696014404296875,325.8558639784908,0.0002363933233255066,0.665904203641046,2895993344.0,6964106.0,64,8
30,FINE-TUNING,0.0040620330225704885,0.99982,0.9998199999983999,0.9998200199960008,0.99982,1352069.3946546437,2938125.506495778,122416.28498199397,4412611.186132416,56941276.29238777,0.004826115787260591,4.1696014404296875,325.4311694513502,0.00022658239256206176,0.5814664280906165,2895993344.0,6964106.0,64,8
31,FINE-TUNING,0.0036398520516922406,0.99984,0.9998400039986002,0.9998400239920029,0.9998400000000001,1408210.5565675441,3060497.1162717696,127515.04009799335,4596222.712937308,61537499.00532508,0.005026933500595717,4.1696014404296875,325.71429944099367,0.00021753515058913067,0.5610529319527223,2895993344.0,6964106.0,64,8
32,FINE-TUNING,0.003938689708824048,0.99974,0.9997400019935995,0.999740051981606,0.9997400000000001,1464406.0395238902,3182688.6170877703,132606.28979199336,4779700.946403654,66317199.95172873,0.005227605429709584,4.1696014404296875,325.2475523887693,0.00020916371363196372,0.5797707051345983,2895993344.0,6964106.0,64,8
33,FINE-TUNING,0.002969246441045838,0.9999,0.9998999999989999,0.9999000119960005,0.9999,1520569.3064544725,3304999.631999759,137702.5404219935,4963271.478876225,71280471.43060495,0.00542837830714459,4.1696014404296875,325.66328518226015,0.00020145986457835178,0.5040202804447449,2895993344.0,6964106.0,64,8
34,FINE-TUNING,0.0030185073409277154,0.99984,0.9998399899927974,0.9998400239952009,0.9998400000000001,1576668.832334051,3426962.63342374,142784.29076399305,5146415.756521784,76426887.18712673,0.005628684985528002,4.1696014404296875,324.6506483048734,0.00019427890153121712,0.558638694206464,2895993344.0,6964106.0,64,8
35,FINE-TUNING,0.00259914679829117,0.99994,0.9999399999981999,0.9999400199928028,0.9999399999999999,1632777.6462210678,3548918.5643517505,147865.75086999338,5329561.961442811,81756449.14856954,0.0058289937717913454,4.1696014404296875,324.75140271589277,0.00018762142315525266,0.4627806468261886,2895993344.0,6964106.0,64,8
36,FINE-TUNING,0.002497570774972896,0.9998,0.9998000039944002,0.9998000479776057,0.9998000000000001,1688887.2751087341,3670801.544879749,152944.1719859932,5512632.991974477,87269082.14054401,0.006029220339093626,4.1696014404296875,324.4325596353282,0.0001813652389802751,0.47920193868814054,2895993344.0,6964106.0,64,8
37,FINE-TUNING,0.002496431095768576,0.99982,0.9998199999983999,0.9998200159936006,0.99982,1744970.1849750306,3792697.533551752,158023.13442999267,5695690.852956776,92964772.99350078,0.006229432502731629,4.1696014404296875,324.60728478248774,0.00017553972394428123,0.5152413213683158,2895993344.0,6964106.0,64,8
38,FINE-TUNING,0.0020758457686704443,0.99998,0.9999799999998,0.9999800039992002,0.9999800000000001,1801050.889839552,3914565.137087758,163100.89903399354,5878716.9259613035,98843489.91946208,0.0064296098995490596,4.1696014404296875,324.5154585679779,0.00017010174372981575,0.3905156273970899,2895993344.0,6964106.0,64,8
39,FINE-TUNING,0.002077248859721834,0.99992,0.9999200019988003,0.9999200199928028,0.99992,1857181.8587442997,4036666.3263837616,168188.41200799335,6062036.597136054,104905526.51659814,0.006630108407541859,4.1696014404296875,324.82665060731154,0.00016494786594861563,0.40752767940464707,2895993344.0,6964106.0,64,8
40,FINE-TUNING,0.0018577866894586006,0.99992,0.9999199999994,0.9999200119976006,0.99992,1913324.1056580574,4158668.4252477526,173271.79394199283,6245264.324847803,111150790.84144594,0.006830506356074599,4.1696014404296875,324.8802142984727,0.00016010851550696663,0.37588511568676564,2895993344.0,6964106.0,64,8
41,FINE-TUNING,0.001850756525974292,0.9999,0.9999000039962006,0.9999000399776131,0.9999,1969481.0135835474,4280615.037887747,178352.86545999354,6428448.916931288,117579239.75837722,0.007030857126751014,4.1696014404296875,324.7348231732693,0.0001555429642392362,0.39422635703357223,2895993344.0,6964106.0,64,8
42,FINE-TUNING,0.00191823254479929,0.99994,0.9999399999981999,0.9999400199928028,0.9999399999999999,2025650.5395191368,4402664.889695746,183438.23878399332,6611753.667998876,124190993.4263761,0.007231339316477442,4.1696014404296875,325.0115759232465,0.00015123672934757768,0.4344663860410759,2895993344.0,6964106.0,64,8
43,FINE-TUNING,0.0017709505036854378,0.99988,0.9998799939967992,0.9998800159968007,0.9998799999999999,2081831.054463514,4524746.710655735,188524.94481199307,6795102.709931242,130986096.13630734,0.00743186994755361,4.1696014404296875,325.09192389905303,0.00014714715033499728,0.45458026222654224,2895993344.0,6964106.0,64,8
44,FINE-TUNING,0.0013992297093924659,0.99994,0.9999399999995999,0.9999400079984003,0.9999400000000002,2137968.4293733765,4646664.619679739,193604.8206139927,6978237.869667108,137964334.00597444,0.007632166653590477,4.1696014404296875,324.66085182736293,0.00014329405484248724,0.2968548486374088,2895993344.0,6964106.0,64,8
45,FINE-TUNING,0.0014866685061274891,0.99996,0.9999599999996001,0.9999600079984002,0.9999600000000001,2194104.0022817925,4768707.796511733,198689.91613999245,7161501.714933518,145125835.72090796,0.00783260410424416,4.1696014404296875,324.9898944669368,0.00013962993235271226,,2895993344.0,6964106.0,64,8
46,FINE-TUNING,0.0013522286863659348,0.99994,0.9999399999993999,0.9999400119976005,0.9999399999999999,2250190.813151206,4890295.250159734,203756.02308799283,7344242.086398933,152470077.8073069,0.008032469026508499,4.1696014404296875,323.7719279725838,0.00013615291928513972,0.31600326003948437,2895993344.0,6964106.0,64,8
47,FINE-TUNING,0.001334923102765742,0.99988,0.9998799979957992,0.9998800319904033,0.9998799999999999,2306265.31701077,5011604.427983751,208810.53476999284,7526680.279764514,159996758.0870714,0.008232003453644972,4.1696014404296875,323.03859266783576,0.00013284475530177337,0.29771451682774064,2895993344.0,6964106.0,64,8
48,FINE-TUNING,0.0017296582951074671,0.9999,0.9998999999998001,0.9999000039992001,0.9999,2362288.4338292414,5132933.022767733,213865.85589799218,7709087.312494966,167705845.39956635,0.008431503800091627,4.1696014404296875,323.0947106695541,0.00012970406994604303,0.3481444139225581,2895993344.0,6964106.0,64,8
49,FINE-TUNING,0.0011865451117343915,0.99998,0.9999799999998,0.9999800039992002,0.9999800000000001,2418341.687671802,5254278.494687731,218921.88020999197,7891542.062569525,175597387.46213588,0.0086310563354618,4.1696014404296875,323.13296953430563,0.00012671541152178836,0.2946036788298912,2895993344.0,6964106.0,64,8
50,FINE-TUNING,0.0012873336910972815,0.99986,0.9998599959989999,0.9998600039960002,0.99986,2474352.689480568,5375504.343215748,223972.92038999268,8073829.953086309,183671217.4152222,0.008830426374910156,4.1696014404296875,322.81795517562904,0.00012383961587124988,0.38007367321664526,2895993344.0,6964106.0,64,8