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alexnet_EDEN_CIFAR10_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_energy_j,carbon_kg,vram_gb,latency_ms,eag_metric,grad_norm,model_flops,model_params,batch_size,accumulation_steps,effective_batch_size
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1,FROZEN,0.8207608252535086,0.71438,0.7142289955097831,0.7147470813645815,0.71438,3807.5240460095474,11998.395215962082,498.6303000024055,16304.549561974036,16304.549561974036,1.7832444492845537e-05,1.2920231819152832,64.17232401230756,0.04381476454069597,inf,710151872.0,57044810.0,128,4,512
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2,FROZEN,0.5549003400308702,0.8068,0.8066854436824279,0.8066582543171859,0.8068,7679.861143885347,23685.114431977272,985.5391360027718,32350.51471186539,48655.06427383942,3.5382072698270676e-05,1.2920231819152832,60.9981714916961,0.024939324990216772,2.231737342077432,710151872.0,57044810.0,128,4,512
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3,FROZEN,0.5035443046056401,0.82034,0.8201928669906688,0.8201216973606934,0.8203400000000001,11589.965271961944,35366.43455998041,1472.2229080030231,48428.62273994538,97083.6870137848,5.296685588230839e-05,1.2920231819152832,60.934403973162325,0.016939156093806463,2.009673039937757,710151872.0,57044810.0,128,4,512
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4,FROZEN,0.4732693122780841,0.83438,0.8342697014628555,0.8342317198616659,0.83438,15454.787363818667,47081.72519998625,1960.3231440030509,64496.835707807964,161580.52272159277,7.054081674271126e-05,1.2920231819152832,61.118053963117276,0.012936758692783285,1.802318016278375,710151872.0,57044810.0,128,4,512
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5,FROZEN,0.44477182626724243,0.84284,0.8427359653432184,0.8427352698836842,0.84284,19324.673459726684,58768.57785598375,2447.2383700031787,80540.4896857136,242121.01240730638,8.808791719684882e-05,1.2920231819152832,61.01347296439168,0.01046479855398128,1.6863288572154094,710151872.0,57044810.0,128,4,512
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6,FROZEN,0.42338588673745275,0.84992,0.849832133670516,0.8497999055803304,0.84992,23235.372588280967,70469.40575997345,2934.7357400029437,96639.51408825736,338760.52649556374,0.00010569557682314574,1.2920231819152832,61.09254561421816,0.008794746207268788,1.6650816411087193,710151872.0,57044810.0,128,4,512
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7,FROZEN,0.40500045447703215,0.85736,0.8572787627839944,0.8572635330336629,0.8573599999999999,27209.278767404754,82248.03772796877,3425.4749040026218,112882.79139937615,451643.3178949399,0.00012346100725907575,1.2920231819152832,61.52617230134852,0.007595134646933777,1.5752534890912242,710151872.0,57044810.0,128,4,512
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8,FROZEN,0.39142089811584835,0.8601,0.8600363011208364,0.8600752325693282,0.8601000000000001,31198.642958889875,93989.95075196026,3914.6835880028084,129103.27729885295,580746.5951937928,0.00014120151050634142,1.2920231819152832,61.2609002291394,0.006662108181878367,1.5386335087805678,710151872.0,57044810.0,128,4,512
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9,FROZEN,0.3771105899911402,0.86788,0.8677802304382485,0.8677459540894752,0.8678800000000001,35201.83416144391,105703.22246395981,4402.698958002729,145307.75558340646,726054.3507771993,0.00015892450606941756,1.2920231819152832,61.14611540304121,0.005972702534117927,1.4968485156285394,710151872.0,57044810.0,128,4,512
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10,UNFROZEN,0.30154216022747554,0.89436,0.8942452825946283,0.8942074799868474,0.89436,41961.527569197446,122650.40625597349,5108.793076003202,169720.72690117414,895775.0776783734,0.00018562521032835903,1.657522201538086,89.00519832015952,0.0052695979821060545,3.5348248358854315,710151872.0,57044810.0,128,4,512
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11,FINE-TUNING,0.27172495992592227,0.90456,0.9044710317049116,0.9044350441685112,0.9045599999999998,48733.58898684401,139580.13331197202,5814.16091400315,194127.88321281917,1089902.9608911925,0.00021231955465852642,1.657522201538086,88.94397413639156,0.0046596088363480784,3.3668845338919726,710151872.0,57044810.0,128,4,512
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12,FINE-TUNING,0.2547977039652407,0.9086,0.9085526339198532,0.9085583380503295,0.9086000000000001,55529.4594235285,156533.2599839754,6520.497236002701,218583.2166435066,1308486.1775346992,0.0002390665907725351,1.657522201538086,89.08937166413992,0.004156769279692048,3.295128583908081,710151872.0,57044810.0,128,4,512
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13,FINE-TUNING,0.24074971477698792,0.91478,0.9147169732210001,0.9146957564139617,0.9147799999999998,62324.78485978419,173539.17081599124,7229.039384003261,243092.99505977868,1551579.172594478,0.00026587317389700614,1.657522201538086,89.33934287341964,0.0037630866318260126,3.2655317193454074,710151872.0,57044810.0,128,4,512
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14,FINE-TUNING,0.22991513096920366,0.91806,0.9180111622759286,0.9179965751887862,0.91806,69104.60928363662,190457.38204797727,7933.927656003505,267495.91898761736,1819075.0915820953,0.0002925628892278251,1.657522201538086,88.90316980269255,0.003432052359806274,3.2397680823335944,710151872.0,57044810.0,128,4,512
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15,FINE-TUNING,0.22160853942870484,0.92122,0.9211546265001805,0.9211304518008101,0.9212199999999999,75885.53870837984,207403.4604479838,8639.976674002826,291928.9758303665,2111004.0674124616,0.0003192855612208631,1.657522201538086,88.98478822634958,0.003155630568632902,3.1782904973964103,710151872.0,57044810.0,128,4,512
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16,FINE-TUNING,0.213040600252121,0.92502,0.92494976617514,0.9249157111288568,0.9250199999999997,82675.56714039869,224359.65052798387,9346.446902002206,316381.6645703848,2427385.7319828463,0.0003460297048109552,1.657522201538086,89.07916844653352,0.002923747181291578,3.17836761228817,710151872.0,57044810.0,128,4,512
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17,FINE-TUNING,0.20706961242972738,0.92608,0.9260252497825763,0.926018425688576,0.9260799999999998,89446.54955718221,241291.73063999036,10051.913246002512,340790.19344317506,2768175.925426021,0.0003727255503246016,1.657522201538086,88.96693854075869,0.0027174490869098875,3.1906819294408426,710151872.0,57044810.0,128,4,512
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18,FINE-TUNING,0.19876346649492488,0.93032,0.9302689288339667,0.9302435288572909,0.93032,96221.5819772041,258240.19171200687,10758.040548003044,365219.81423721404,3133395.7396632354,0.0003994444642777338,1.657522201538086,89.04600936128661,0.0025472878626342753,3.0731840207404697,710151872.0,57044810.0,128,4,512
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19,FINE-TUNING,0.1951181496519719,0.93036,0.9303028551190715,0.9302968622035881,0.93036,102997.29939776867,275162.4328800011,11463.095480003392,389622.82775777316,3523018.5674210084,0.00042613427759698283,1.657522201538086,88.89041593312608,0.002387847768966968,3.109380812989068,710151872.0,57044810.0,128,4,512
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20,FINE-TUNING,0.1884995106693424,0.93378,0.9337216197525345,0.933682958313471,0.9337799999999998,109771.88481743383,292110.3733439929,12169.2228660034,414051.48102743016,3937070.0484484388,0.000452852133359285,1.657522201538086,89.06386453477317,0.0022552268082290444,3.0536761259295275,710151872.0,57044810.0,128,4,512
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21,FINE-TUNING,0.1824866931342408,0.93566,0.9356411001717326,0.9356484997645778,0.93566,116553.14524244105,309041.87822400586,12874.664988003204,438469.6884544501,4375539.736902889,0.00047955856440186096,1.657522201538086,88.91847554375143,0.0021339217388049846,3.0524383525258485,710151872.0,57044810.0,128,4,512
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22,FINE-TUNING,0.17720675035891936,0.93808,0.9380432423711564,0.9380293424326837,0.93808,123323.71965889663,325985.66020798864,13580.618978003038,462889.9988448883,4838429.735747777,0.0005062672954759885,1.657522201538086,89.03070605929246,0.0020265721928339722,2.9970510227164042,710151872.0,57044810.0,128,4,512
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23,FINE-TUNING,0.17177476342338735,0.93878,0.9387442681042103,0.9387416820632885,0.9387800000000001,130099.35707939704,342921.48100800806,14286.23923600302,487307.0773234081,5325736.813071185,0.0005329724917766056,1.657522201538086,88.96183357824144,0.001926464941072394,3.0159633528325975,710151872.0,57044810.0,128,4,512
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24,FINE-TUNING,0.16535355076384362,0.94276,0.9427501518641448,0.9427674551878967,0.94276,136883.0815063795,359852.77406400064,14991.673296003135,511727.52886638325,5837464.341937568,0.0005596813772306362,1.657522201538086,88.95418711025697,0.001842308546676142,2.968415901832974,710151872.0,57044810.0,128,4,512
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25,FINE-TUNING,0.16254433746571126,0.94236,0.942348655039163,0.9423649672096769,0.9423600000000001,143660.4639282777,376807.120367987,15698.06755600264,536165.6518522673,6373629.993789835,0.0005864095901137124,1.657522201538086,89.04345748979416,0.001757591141365493,2.9541298052699294,710151872.0,57044810.0,128,4,512
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27,FINE-TUNING,0.15012614501406774,0.94702,0.9470121368052455,0.9470333198688348,0.94702,157186.93474944204,410476.38316799887,17100.880580003137,584764.198497444,7518699.428226305,0.0006395622934244657,1.657522201538086,89.01030023384581,0.0016194903902006568,2.8838743229502257,710151872.0,57044810.0,128,4,512
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28,FINE-TUNING,0.14812377119041464,0.94836,0.9483227874585314,0.9483032107496072,0.9483600000000001,163962.54116992708,427412.83598399715,17806.529630003493,609181.9067839277,8127881.335010232,0.0006662681785521808,1.657522201538086,88.97203862514642,0.001556776374082916,2.866244415646976,710151872.0,57044810.0,128,4,512
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29,FINE-TUNING,0.14504698006545796,0.94858,0.948572691228204,0.9485822950051078,0.94858,170731.27258490643,444338.46091199666,18511.724180002926,633581.457676906,8761462.792687139,0.0006929542047619545,1.657522201538086,88.92102619571149,0.0014971713400169092,3.005754335639403,710151872.0,57044810.0,128,4,512
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31,FINE-TUNING,0.13571470981592412,0.95124,0.9512212249853874,0.9512240885730732,0.95124,184263.22241046335,478229.6527680102,19923.78348200232,682416.6586604759,10101882.509817004,0.0007463657392251629,1.657522201538086,89.03070605929246,0.0013939284569447657,2.8509993356527743,710151872.0,57044810.0,128,4,512
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34,FINE-TUNING,0.12920627840187238,0.9543,0.95429060934208,0.9542973806634777,0.9542999999999999,204543.25263446762,528831.282720007,22032.074588002863,755406.6099424774,12295115.110455927,0.000826195559106075,1.657522201538086,88.9057198448864,0.0012632931555532298,2.820511124797703,710151872.0,57044810.0,128,4,512
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| 44 |
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43,FINE-TUNING,0.10399790375929355,0.96334,0.9633228226329251,0.963321862937464,0.96334,265607.47448581166,681446.1828480195,28390.690920001354,975444.3482538325,20194212.02683081,0.0010668529743786649,1.657522201538086,89.27557169628875,0.0009875909391699272,2.826213562611452,710151872.0,57044810.0,128,4,512
|
| 45 |
+
44,FINE-TUNING,0.10383644149831646,0.9639,0.9638912146213914,0.9638922983709568,0.9639000000000001,272392.5739138799,698376.3839039952,29096.07872400083,999865.0365418759,21194077.063372687,0.00109356211876308,1.657522201538086,88.98224123298665,0.0009640301088372243,2.805898442710798,710151872.0,57044810.0,128,4,512
|
| 46 |
+
45,FINE-TUNING,0.09947474893477871,0.96454,0.9645402557278535,0.9645455377989203,0.9645400000000002,279170.9793366046,715340.7660479844,29802.891322000647,1024314.6367065896,22218391.700079277,0.0011203028843483106,1.657522201538086,89.11232936107899,0.0009416442618658861,2.767718310208665,710151872.0,57044810.0,128,4,512
|
| 47 |
+
46,FINE-TUNING,0.09794685005417565,0.9649,0.9648975933712421,0.9649090827760718,0.9649000000000001,285967.3407736878,732319.567199992,30510.304178000657,1048797.2121516804,23267188.912230957,0.0011470797153185265,1.657522201538086,89.16333996121536,0.0009200062593801527,2.78310968458038,710151872.0,57044810.0,128,4,512
|
| 48 |
+
47,FINE-TUNING,0.09635726872193234,0.96636,0.9663447917460524,0.9663426315935842,0.9663599999999999,292748.8041988525,749279.6051039826,31216.93510000128,1073245.3444028364,24340434.256633792,0.001173818875432417,1.657522201538086,89.07151649065335,0.000900409216811177,2.7614237414192906,710151872.0,57044810.0,128,4,512
|
| 49 |
+
48,FINE-TUNING,0.09147664025197248,0.96712,0.9671041290733541,0.9671096228439025,0.9671200000000001,299533.811626862,766232.7964799758,31923.28041000058,1097689.8885168384,25438124.14515063,0.0012005541111657907,1.657522201538086,89.03325244288921,0.0008810502949122906,2.681556448494036,710151872.0,57044810.0,128,4,512
|
| 50 |
+
49,FINE-TUNING,0.0890763597824918,0.96882,0.9688091843159133,0.9688055207049153,0.96882,306333.7890668343,783208.4869439622,32630.56358200032,1122172.8395927968,26560296.984743427,0.001227331352967141,1.657522201538086,89.10212614347259,0.0008633429413169153,2.6799969058675863,710151872.0,57044810.0,128,4,512
|
| 51 |
+
50,FINE-TUNING,0.08716224566044863,0.96844,0.9684323360247905,0.9684327095236698,0.96844,313121.5274970202,800147.3033279646,33336.31042000022,1146605.141244985,27706902.125988413,0.0012540531990009151,1.657522201538086,88.99499388302074,0.000844615086016854,2.715475199148827,710151872.0,57044810.0,128,4,512
|