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alexnet_EDEN_CIFAR100_stats.csv
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epoch,status,loss,accuracy,f1_score,precision,recall,energy_gpu_j,energy_cpu_j,energy_ram_j,total_energy_j,cumulative_total_energy_j,carbon_kg,vram_gb,latency_ms,eag_metric,grad_norm,model_flops,model_params,batch_size,accumulation_steps
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1,FROZEN,2.1176564105026556,0.43544,0.4310301419863589,0.4288086773296163,0.43544,3791.0170328132153,11817.021983927118,491.0796719987412,16099.118688739074,16099.118688739074,1.76077627480261e-05,1.3007302284240723,63.126704272101904,0.027047443305364238,4.188942292301925,710520512.0,57413540.0,128,4
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2,FROZEN,1.593828474469197,0.54886,0.5454106972142353,0.5433857593626985,0.5488599999999999,7672.572138051237,23564.47799990885,980.5196959979368,32217.569833958023,48316.6885226971,3.523666959180151e-05,1.3007302284240723,61.35017426727373,0.01703604594724862,3.0855262009138915,710520512.0,57413540.0,128,4
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3,FROZEN,1.429673635441324,0.59036,0.5877446636330995,0.5862608806030963,0.59036,11530.266224208674,35312.32867190614,1469.976421997417,48312.571318112234,96629.25984080933,5.283992931311436e-05,1.3007302284240723,61.35017426727373,0.012219593863319708,2.828050785457965,710520512.0,57413540.0,128,4
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4,FROZEN,1.3294338750107515,0.61336,0.6111997423225298,0.6099013166668809,0.61336,15395.022316008777,47050.69737589918,1959.0386619966014,64404.75835390456,161034.0181947139,7.044011084487033e-05,1.3007302284240723,61.28130483505366,0.009523519933567376,2.6890771413586805,710520512.0,57413540.0,128,4
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5,FROZEN,1.2391551361059594,0.63278,0.6311574431660003,0.6302239079409907,0.63278,19285.10442807223,58849.43884790875,2450.6155699968804,80585.15884597786,241619.17704069175,8.813677229204336e-05,1.3007302284240723,61.61545060784616,0.007852314359886418,2.6281513921993294,710520512.0,57413540.0,128,4
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6,FROZEN,1.1655781555663594,0.65704,0.6554808615741899,0.6545953617835795,0.65704,23197.547558024213,70616.86012789607,2940.8876879967283,96755.295373917,338374.47241460875,0.00010582220794177849,1.3007302284240723,61.43689948274656,0.006790739436646097,2.5804023668938076,710520512.0,57413540.0,128,4
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| 8 |
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7,FROZEN,1.0974081712000816,0.67334,0.6719259839276929,0.671290758117943,0.67334,27172.024737604515,82402.4975998979,3431.918741997797,113006.44107950022,451380.91349410894,0.00012359624411729066,1.3007302284240723,61.5261729111147,0.005958421427733524,2.5602637197553495,710520512.0,57413540.0,128,4
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8,FROZEN,1.0448444880487975,0.68454,0.6834135156854347,0.6827827374775126,0.68454,31174.537939610047,94197.76847991161,3923.3517399977427,129295.6581595194,580676.5716536284,0.00014141191932544312,1.3007302284240723,61.569539482331336,0.005294377318961818,2.553559807158008,710520512.0,57413540.0,128,4
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9,FROZEN,1.0020970375946416,0.69686,0.6958235783134578,0.6953437712420845,0.6968599999999998,35190.927152714125,105991.39291193336,4414.716135998024,145597.0362006455,726273.6078542739,0.00015924089509507963,1.3007302284240723,61.5593326061278,0.004786223800872332,2.5468541445191373,710520512.0,57413540.0,128,4
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10,UNFROZEN,0.7917244914547562,0.75592,0.7552873763279496,0.7583334680735494,0.75592,41964.429571515895,123014.34225593692,5123.969477998326,170102.74130545114,896376.349159725,0.0001860430231991681,1.6632232666015625,89.41339653776124,0.004443902515613225,5.41829297960419,710520512.0,57413540.0,128,4
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11,FINE-TUNING,0.7181011182267952,0.7778,0.7770017983952081,0.7776607999722335,0.7778000000000002,48754.55300361296,140055.6311519444,5833.986389997881,194644.17054555524,1091020.5197052802,0.00021288422313761444,1.6632232666015625,89.47453413473065,0.003996009733145133,5.277623137247931,710520512.0,57413540.0,128,4
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12,FINE-TUNING,0.6793837884198064,0.78868,0.7881095450594923,0.7883526766652686,0.78868,55562.72045013984,157105.77518393286,6544.372075997526,219212.86771007022,1310233.3874153504,0.00023975524627029525,1.6632232666015625,89.54850365133846,0.0035977814999578585,5.229043557471836,710520512.0,57413540.0,128,4
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13,FINE-TUNING,0.6527086481108995,0.7952,0.7946762038793703,0.7946633923639499,0.7952000000000001,62364.9558919233,174165.47438392416,7255.156061997404,243785.58633784487,1554018.9737531953,0.0002666306677164704,1.6632232666015625,89.59697030694284,0.0032618827550287967,5.270994859872405,710520512.0,57413540.0,128,4
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14,FINE-TUNING,0.6282542248058807,0.8031,0.8024954301624644,0.8024450736543857,0.8031,69177.35734184447,191208.47572792319,7965.2444759977525,268351.07754576544,1822370.0512989606,0.00029349818446323115,1.6632232666015625,89.52554717393177,0.00299272135347784,5.205829782584279,710520512.0,57413540.0,128,4
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15,FINE-TUNING,0.6139160698027257,0.80784,0.8072124978642071,0.8071066206888515,0.8078400000000001,75992.28879378473,208290.58982393704,8676.938293997666,292959.81691171945,2115329.86821068,0.0003204130021412208,1.6632232666015625,89.67603990793837,0.002757511280953028,5.155115112815936,710520512.0,57413540.0,128,4
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16,FINE-TUNING,0.5955857645977488,0.8122,0.8116868351851381,0.8116539213776715,0.8122,82803.68524289373,225349.7841599397,9387.70125799696,317541.1706608304,2432871.0388715104,0.0003472978679036179,1.6632232666015625,89.57145951897897,0.002557778565562828,5.0785545319626015,710520512.0,57413540.0,128,4
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17,FINE-TUNING,0.5767982884136307,0.81694,0.8165124405039096,0.8165274206109477,0.8169399999999998,89618.71569491891,242402.82643195242,10098.208065998042,342119.75019286934,2774990.78906438,0.00037417969947781127,1.6632232666015625,89.57911208462532,0.0023878773427709206,5.074298509617441,710520512.0,57413540.0,128,4
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18,FINE-TUNING,0.5684772571334449,0.82182,0.8214403092558927,0.8214593627452932,0.8218199999999999,96425.81814059029,259458.64727997218,10808.830189998262,366693.29561056074,3141684.0846749404,0.0004010560251921627,1.6632232666015625,89.59696420928097,0.0022411645095164147,5.148551690209772,710520512.0,57413540.0,128,4
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19,FINE-TUNING,0.5518459588517923,0.8262,0.8258756740033776,0.8259068173331409,0.8262,103236.43958908519,276521.97201596573,11519.765249997145,391278.17685504805,3532962.2615299886,0.00042794474901057403,1.6632232666015625,89.61737308355853,0.0021115412227707044,5.0412350929889485,710520512.0,57413540.0,128,4
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20,FINE-TUNING,0.5357473645063923,0.83116,0.8307787990344581,0.8307724069375412,0.8311599999999999,110051.84604141007,293619.5303039532,12232.103521997344,415903.4798673606,3948865.741397349,0.0004548776825097439,1.6632232666015625,89.77807696213199,0.001998444447411386,5.084663673774483,710520512.0,57413540.0,128,4
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21,FINE-TUNING,0.527317085686852,0.83298,0.8326485263731953,0.8325986714711198,0.8329799999999998,116848.97847910704,310676.6895359661,12942.771971997574,440468.4399870707,4389334.18138442,0.0004817446184001616,1.6632232666015625,89.49493874064491,0.0018911230053723054,5.187123883630812,710520512.0,57413540.0,128,4
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22,FINE-TUNING,0.5155986628264112,0.83618,0.8358234748088017,0.8357468879145696,0.8361800000000001,123652.2239217031,327729.32759994635,13653.2617579971,465034.81327964657,4854368.9946640665,0.0005086130998914922,1.6632232666015625,89.5663606541236,0.001798101940159837,5.030737940798101,710520512.0,57413540.0,128,4
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23,FINE-TUNING,0.5077906692653056,0.83758,0.8372180116932912,0.8371532807868592,0.83758,130461.1753688512,344789.3766239471,14364.060787997443,489614.6127807958,5343983.607444862,0.0005354962657577711,1.6632232666015625,89.59696969717665,0.001710692406100614,5.076036615470021,710520512.0,57413540.0,128,4
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24,FINE-TUNING,0.49679737444728844,0.84098,0.8406674073830157,0.840674901750667,0.8409799999999998,137263.33381057714,361842.3131519369,15074.562955998119,514180.20991851215,5858163.817363374,0.0005623638983609803,1.6632232666015625,89.54850365133846,0.0016355744226975975,5.0782982098687555,710520512.0,57413540.0,128,4
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25,FINE-TUNING,0.48955456748642884,0.84332,0.8430868615874177,0.8431000068656186,0.84332,144057.27224572687,378915.4079999495,15785.905449998101,538758.5856956744,6396922.403059049,0.0005892455070864826,1.6632232666015625,89.67859055989844,0.0015653022010054083,5.041178845867668,710520512.0,57413540.0,128,4
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26,FINE-TUNING,0.4846554858910153,0.84534,0.8449643778319605,0.8448365776166081,0.8453399999999999,150859.70068766698,395962.5410879496,16496.166217998834,563318.4079936154,6960240.811052664,0.0006161068236912424,1.6632232666015625,89.52299713173791,0.0015006433093689726,5.047850726806011,710520512.0,57413540.0,128,4
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27,FINE-TUNING,0.46530892042552724,0.85018,0.8498837513879661,0.8498469476870079,0.85018,157651.21412087025,412993.6626239586,17205.759941998404,587850.6366868273,7548091.447739491,0.000642937960902035,1.6632232666015625,89.44902334676678,0.0014462517295068043,4.989443026867109,710520512.0,57413540.0,128,4
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28,FINE-TUNING,0.4625394132436084,0.8523,0.851979783996206,0.851891932314816,0.8523000000000002,164448.37355859505,430064.2925279494,17916.9991599978,612429.6652465422,8160521.112986034,0.0006698202835821664,1.6632232666015625,89.63012756289118,0.0013916700126812025,4.965749735684739,710520512.0,57413540.0,128,4
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29,FINE-TUNING,0.45595311882245876,0.85322,0.8529545376154906,0.8529215878018728,0.85322,171257.58200595627,447147.0309119392,18628.74337399728,637033.3562918927,8797554.469277926,0.0006967295798627938,1.6632232666015625,89.71430456546871,0.0013393647154781784,5.052733042805465,710520512.0,57413540.0,128,4
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30,FINE-TUNING,0.44502570047555373,0.85698,0.8567655792445491,0.8567669549696271,0.85698,178059.15544721173,464209.3496159278,19339.63722799672,661608.1422911362,9459162.611569062,0.0007236072624132592,1.6632232666015625,89.61737369332472,0.0012952984481604092,4.877839560361252,710520512.0,57413540.0,128,4
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31,FINE-TUNING,0.44304742875611386,0.85798,0.8576893017386031,0.8576789839331479,0.85798,184869.07089514303,481280.4320639278,20050.896065996498,686200.3990250673,10145363.01059413,0.0007505040528762359,1.6632232666015625,89.61227238940461,0.0012503344521789725,5.0893396298909925,710520512.0,57413540.0,128,4
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34,FINE-TUNING,0.4174503602487657,0.8639,0.8636747524851925,0.8637490515161131,0.8639,205283.66322679902,532534.4791199638,22186.369013995867,760004.5113607587,12351642.096306738,0.0008312243286230385,1.6632232666015625,89.56890886701892,0.0011367037788410236,4.912955340650893,710520512.0,57413540.0,128,4
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36,FINE-TUNING,0.4033470797111921,0.86952,0.8692827873661231,0.8692410033531917,0.8695200000000001,218901.53012107944,566657.1532799676,23608.05043999688,809166.7338410439,13945412.666027907,0.000884993529678996,1.6632232666015625,89.52554778369796,0.0010745869344782185,4.897600498396097,710520512.0,57413540.0,128,4
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37,FINE-TUNING,0.396737813263598,0.8712,0.8709816400979378,0.8709971366073185,0.8712000000000001,225712.5925699306,583711.759679988,24318.62122399733,833742.973473916,14779155.639501823,0.0009118728020827042,1.6632232666015625,89.5459542189108,0.001044926347468949,4.935909959458813,710520512.0,57413540.0,128,4
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42,FINE-TUNING,0.37307288671088645,0.87984,0.8796707801539502,0.8796672095930258,0.87984,259696.4677570078,668669.0185919589,27858.319785995416,956223.8061349621,19315260.59875694,0.0010458312804548702,1.6632232666015625,89.31383635381908,0.0009201193218105455,4.861480966056745,710520512.0,57413540.0,128,4
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43,FINE-TUNING,0.3642641537634613,0.8816,0.8814439343337671,0.8815146894526364,0.8815999999999999,266497.14019754285,685676.147135971,28566.913271995738,980740.2006055096,20296000.799362447,0.001072645099622274,1.6632232666015625,89.27301799549777,0.0008989128817761316,4.8656079375866765,710520512.0,57413540.0,128,4
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| 45 |
+
44,FINE-TUNING,0.3645758251933491,0.88136,0.8812193775722968,0.8812733341979821,0.8813599999999999,273287.3706297191,702656.9986079725,29274.411225996457,1005218.7804636881,21301219.579826135,0.0010994175605802082,1.6632232666015625,89.17864631204044,0.000876784255456753,4.823096309740519,710520512.0,57413540.0,128,4
|
| 46 |
+
45,FINE-TUNING,0.3517965609612672,0.88484,0.8846689878877771,0.8846952593592602,0.8848400000000001,280044.038035048,719426.3164319749,29973.094935996938,1029443.4494030199,22330663.029229157,0.0011259123166957453,1.6632232666015625,89.06641701603179,0.0008595324012340102,4.834055490100507,710520512.0,57413540.0,128,4
|
| 47 |
+
46,FINE-TUNING,0.3489528950827811,0.88654,0.8864190993113331,0.8864274443832769,0.8865400000000001,286837.9334701622,736418.7719999906,30681.07674999746,1053937.7822201503,23384600.811449308,0.0011527020068181552,1.6632232666015625,89.26537335681184,0.0008411691989374153,4.7596290357334095,710520512.0,57413540.0,128,4
|
| 48 |
+
47,FINE-TUNING,0.35356456247132145,0.8851,0.884992432282081,0.8850563352022838,0.8851000000000002,293635.39190812275,753435.5446079839,31390.071833997514,1078461.008350104,24463061.819799412,0.0011795232978379212,1.6632232666015625,89.37505626922373,0.0008207065375076289,4.865474364192216,710520512.0,57413540.0,128,4
|
| 49 |
+
48,FINE-TUNING,0.3436063165631136,0.88724,0.8871241166806675,0.8872184022895165,0.88724,300400.38832012,770192.4825119879,32088.24068599731,1102681.1115181053,25565742.931317516,0.001206013060324931,1.6632232666015625,89.0077532404829,0.0008046206566271015,4.85924451375745,710520512.0,57413540.0,128,4
|
| 50 |
+
49,FINE-TUNING,0.34129221280060157,0.88886,0.8887602641466006,0.8888150608314423,0.88886,307207.17476554145,787197.2319359612,32796.73496399658,1127201.1416654992,26692944.072983015,0.001232830855867475,1.6632232666015625,89.3750434641338,0.0007885549145972852,4.849452525070033,710520512.0,57413540.0,128,4
|
| 51 |
+
50,FINE-TUNING,0.3295584115988153,0.89334,0.8932074135628081,0.8932344987389128,0.89334,314009.2322071823,804193.2993119583,33504.862027997166,1151707.3935471377,27844651.46653015,0.0012596335819867056,1.6632232666015625,89.26537335681184,0.0007756657680633677,4.736711676587763,710520512.0,57413540.0,128,4
|