epoch,status,loss,accuracy,total_energy_j,cumulative_energy_j,carbon_kg,vram_gb,eag_metric,latency_ms,model_flops,model_params
1,FROZEN,1.5927993940374254,0.6225564778614486,134165.40909181722,134165.40909181722,0.026588639896631995,4.501437187194824,0.004640215999605359,119.56732712332584,15467447296.0,135489644.0
2,FROZEN,0.9470714503005193,0.7552914893207249,270346.5874069624,404511.9964987796,0.05357676101839186,4.501437187194824,0.0027937896185970994,120.58021915010369,15467447296.0,135489644.0
3,FROZEN,0.8113163575227071,0.7867033877087225,406195.3683557163,810707.364854496,0.0804990082764085,4.501437187194824,0.0019367610982205612,120.05837552722267,15467447296.0,135489644.0
4,FROZEN,0.7508263544432557,0.8066752691485469,541930.4440722077,1352637.8089267036,0.10739872165258887,4.501437187194824,0.0014885217798191537,120.10633659010233,15467447296.0,135489644.0
5,FROZEN,0.7130715356071239,0.8180575082333456,677459.4606367401,2030097.2695634437,0.13425759862670458,4.501437187194824,0.0012075372118421051,119.83815167909482,15467447296.0,135489644.0
6,FROZEN,0.6642822973655097,0.8325019740769987,813000.5484356933,2843097.817999137,0.16111886785458598,4.501437187194824,0.001023986977227541,119.87018673345032,15467447296.0,135489644.0
7,FROZEN,0.676252203244654,0.8364693873620553,948525.6308965641,3791623.448895701,0.18797696517568768,4.501437187194824,0.0008818627142119596,119.86214308112915,15467447296.0,135489644.0
8,FROZEN,0.6441989717494354,0.8405716156616528,1084324.52538857,4875947.974284271,0.21488932603270747,4.501437187194824,0.0007752029913373325,120.02680702703056,15467447296.0,135489644.0
9,FROZEN,0.636839456585404,0.8472160699497333,1219832.5033821901,6095780.477666461,0.2417440336237481,4.501437187194824,0.0006945347558789298,119.83628766594003,15467447296.0,135489644.0
10,UNFROZEN,0.373606953760741,0.900313926391002,1541039.6220469968,7636820.099713458,0.3054002358313421,4.501437187194824,0.0005842250345225357,276.37233325749065,15467447296.0,135489644.0
11,FINE-TUNING,0.27418693026283314,0.9235598867553878,1862364.3133068401,9499184.413020298,0.36907973834720703,4.501437187194824,0.0004959072079272728,276.5580545732142,15467447296.0,135489644.0
12,FINE-TUNING,0.23181344255189873,0.9335554571191957,2183505.166193478,11682689.579213776,0.4327228081317337,4.501437187194824,0.0004275490031226583,276.506714518248,15467447296.0,135489644.0
13,FINE-TUNING,0.2079167265585008,0.9400650963927354,2504897.449727025,14187587.0289408,0.49641570595297185,4.501437187194824,0.0003752908513261413,276.82378566786605,15467447296.0,135489644.0
14,FINE-TUNING,0.1813130552514077,0.9465939949540666,2825888.4172081305,17013475.446148932,0.5600290717392739,4.501437187194824,0.00033497217695851745,276.5243316387146,15467447296.0,135489644.0
15,FINE-TUNING,0.17584085912522313,0.9482310344163473,3147073.125149766,20160548.571298696,0.6236808326333262,4.501437187194824,0.00030130568839935106,276.6396156153558,15467447296.0,135489644.0
16,FINE-TUNING,0.15453630523527764,0.9541051171927662,3468141.13015579,23628689.701454487,0.6873094655665215,4.501437187194824,0.000275105620384574,276.5974650321298,15467447296.0,135489644.0
17,FINE-TUNING,0.14306551299430315,0.9572251218149953,3789225.7923920206,27417915.493846506,0.75094139959721,4.501437187194824,0.0002526175990190146,276.6175146684629,15467447296.0,135489644.0
18,FINE-TUNING,0.13141089353253646,0.9608073493442213,4110312.6437636376,31528228.137610145,0.8145737674664927,4.501437187194824,0.0002337552961578249,276.63025265480366,15467447296.0,135489644.0
19,FINE-TUNING,0.12099965891065748,0.964274021146698,4431339.942408288,35959568.08001843,0.878194333292142,4.501437187194824,0.0002176032607921853,276.62086707166293,15467447296.0,135489644.0
20,FINE-TUNING,0.11239052566889621,0.9661229127746855,4752143.667684551,40711711.747702986,0.9417705917823705,4.501437187194824,0.00020330254729975831,276.45504496674886,15467447296.0,135489644.0
21,FINE-TUNING,0.10190113718166387,0.9700325481963677,5073161.053644016,45784872.801347,1.0053891931313446,4.501437187194824,0.0001912087035950889,276.58284893024137,15467447296.0,135489644.0
22,FINE-TUNING,0.09700816966827387,0.9707451418446545,5394086.442385761,51178959.243732765,1.0689895626505943,4.501437187194824,0.00017996469878879098,276.64986364795925,15467447296.0,135489644.0
23,FINE-TUNING,0.09025997221148535,0.9724014405947268,5715653.964998117,56894613.208730884,1.1327171890117282,4.501437187194824,0.00017012951563365804,277.2569651965073,15467447296.0,135489644.0
24,FINE-TUNING,0.07822326206483374,0.9759644088361612,6036642.238697151,62931255.44742803,1.1963300209495373,4.501437187194824,0.00016167338898764974,276.6879323229552,15467447296.0,135489644.0
25,FINE-TUNING,0.08059723696080957,0.975309593051249,6357762.361888898,69289017.80931693,1.259968982563438,4.501437187194824,0.00015340453724688817,276.7599713119253,15467447296.0,135489644.0
26,FINE-TUNING,0.07353899021273179,0.977601448298442,6677874.723990982,75966892.53330791,1.3234082280441253,4.501437187194824,0.0001463940982280341,276.3619114422754,15467447296.0,135489644.0
27,FINE-TUNING,0.07028303073646841,0.9785451534002273,6998554.320265661,82965446.85357358,1.3869598868901816,4.501437187194824,0.00013982104140660329,276.3263083356292,15467447296.0,135489644.0
28,FINE-TUNING,0.06986882786874189,0.9784488569612696,7319149.968732441,90284596.82230602,1.4504949091229002,4.501437187194824,0.0001336834005507775,276.42334969192103,15467447296.0,135489644.0
29,FINE-TUNING,0.06483030785276835,0.9808177493596287,7639408.336806273,97924005.15911229,1.5139630897831675,4.501437187194824,0.00012838922939020024,276.4397109649245,15467447296.0,135489644.0
30,FINE-TUNING,0.06045721091894698,0.9811066386765017,7960081.269839102,105884086.4289514,1.5775134281209104,4.501437187194824,0.0001232533444594257,276.43762307628316,15467447296.0,135489644.0
31,FINE-TUNING,0.05916134641951642,0.9824547888219094,8281044.658864407,114165131.0878158,1.6411213284624666,4.501437187194824,0.00011863899173279366,276.698991977647,15467447296.0,135489644.0
32,FINE-TUNING,0.05628509258074446,0.9824933073974924,8601776.025387416,122766907.11320323,1.7046832470356725,4.501437187194824,0.0001142198197788162,276.5943197578247,15467447296.0,135489644.0
33,FINE-TUNING,0.05286913618872324,0.9837836796795254,8922565.714616144,131689472.82781938,1.768256723889293,4.501437187194824,0.00011025793601810962,276.69512307430887,15467447296.0,135489644.0
34,FINE-TUNING,0.04935680825816432,0.9849392369470177,9243225.413491076,140932698.24131045,1.8318044395073574,4.501437187194824,0.00010655795924974805,276.4474875531811,15467447296.0,135489644.0
35,FINE-TUNING,0.05050415012615923,0.9842844211621055,9564249.143685311,150496947.38499576,1.895424298144442,4.501437187194824,0.00010291287965997501,276.80181722470587,15467447296.0,135489644.0
36,FINE-TUNING,0.04652301423155226,0.9858059048976369,9884490.326232797,160381437.71122855,1.9588890730105144,4.501437187194824,9.973259848121576e-05,276.599276895811,15467447296.0,135489644.0
37,FINE-TUNING,0.0462282354207807,0.9854014598540146,10205359.616735404,170586797.32796395,2.022478325089812,4.501437187194824,9.6557250000097e-05,276.85961984809506,15467447296.0,135489644.0
38,FINE-TUNING,0.04616657813760789,0.986133312790093,10525155.533721792,181111952.86168575,2.0858548580927794,4.501437187194824,9.369299195917794e-05,276.184168702206,15467447296.0,135489644.0
39,FINE-TUNING,0.04009101939234407,0.9878859079791229,10846095.157417504,191958048.01910326,2.149458048667528,4.501437187194824,9.108217230636416e-05,276.87153372585374,15467447296.0,135489644.0
40,FINE-TUNING,0.03925636217849661,0.987924426554706,11166593.610002466,203124641.62910572,2.2129738088093798,4.501437187194824,8.847142298343997e-05,276.50495495094026,15467447296.0,135489644.0
41,FINE-TUNING,0.035925914107082214,0.9881555380082044,11487243.863400292,214611885.492506,2.276519652541157,4.501437187194824,8.602198662784413e-05,276.5748295164079,15467447296.0,135489644.0
42,FINE-TUNING,0.03706482889673553,0.9888103537931168,11807777.61167885,226419663.10418484,2.340042407514936,4.501437187194824,8.374229142113103e-05,276.4578279858376,15467447296.0,135489644.0
43,FINE-TUNING,0.03563628749243653,0.9892533174123221,12128490.309418174,238548153.413603,2.4036006263448915,4.501437187194824,8.156442328557037e-05,276.5336637502824,15467447296.0,135489644.0
44,FINE-TUNING,0.03771117492781557,0.9880785008570383,12449160.264932072,250997313.67853507,2.4671503746037224,4.501437187194824,7.936908834247622e-05,276.66068870347,15467447296.0,135489644.0
45,FINE-TUNING,0.03248726929126517,0.9902162818018989,12768995.262187134,263766308.9407222,2.530534652458347,4.501437187194824,7.754848846519894e-05,276.3765435562557,15467447296.0,135489644.0
46,FINE-TUNING,0.032097630360572886,0.9903318375286482,13089423.497339182,276855732.43806136,2.594036497045878,4.501437187194824,7.565893469104754e-05,276.4470154168205,15467447296.0,135489644.0
47,FINE-TUNING,0.03240634381394657,0.9900814667873582,13410286.857740691,290266019.29580206,2.6576245739092705,4.501437187194824,7.382999911115718e-05,277.02392197947995,15467447296.0,135489644.0
48,FINE-TUNING,0.03369834638778545,0.9898310960460682,13729743.187062498,303995762.48286456,2.7209338080891814,4.501437187194824,7.209392648937407e-05,276.0160367428632,15467447296.0,135489644.0
49,FINE-TUNING,0.030585420711019932,0.9904859118309804,14049731.733402114,318045494.2162667,2.7843485160028156,4.501437187194824,7.049856400291113e-05,276.558695791389,15467447296.0,135489644.0
50,FINE-TUNING,0.030585265869891028,0.9902162818018989,14370040.084360462,332415534.3006272,2.847826602173947,4.501437187194824,6.890838689306053e-05,276.3780381160978,15467447296.0,135489644.0