| epoch,loss,accuracy,f1_score,precision,recall,epoch_energy_gpu_j,epoch_energy_cpu_j,epoch_energy_ram_j,epoch_total_energy_j,cumulative_total_energy_j,carbon_emissions_kg,vram_peak_gb,avg_power_gpu_w,avg_power_cpu_w,avg_power_ram_w,latency_ms,avg_grad_norm,eag_metric,it_per_sec,total_iterations,epoch_duration_sec,cumulative_time_sec,model_flops,model_parameters | |
| 1,4.630945924586883,0.08591150006162948,0.05640667520072864,0.06407232709372265,0.0714413736902467,116650.28832015736,269387.26939151075,11191.464947999919,397229.022659668,397229.022659668,0.0787220753209268,4.073795795440674,207.67339694536278,480.0,20.0,278.4630280518661,6.018317355141374,0.00021627699679747586,3.5911410106972674,2029,565.0014839172363,567.3100519180298,13084804096.0,19158636.0 | |
| 2,3.7837375754379416,0.18875570072722792,0.14300553320673962,0.15321846190296012,0.16620745934377457,233346.04167669042,540803.928767536,22500.454756000545,796650.425200227,1193879.447859895,0.1578786322236876,4.073795795440674,207.67109708259048,480.0,20.0,278.5722030801336,7.7293206006215085,0.00023693667229235054,3.5897336092515366,2029,565.2230000495911,1132.788976430893,13084804096.0,19158636.0 | |
| 3,3.28108469367086,0.26867373351411317,0.22411440610878353,0.24133401051647582,0.24484532890820404,349960.26396799635,812126.9248315506,33805.54267400061,1195892.7314735476,2389772.179333443,0.23699969617644986,4.073795795440674,207.66867616881277,480.0,20.0,278.458557791637,8.664069958541592,0.00022466373985153372,3.5911986614118456,2029,564.9924137592316,1698.060611963272,13084804096.0,19158636.0 | |
| 4,2.893300126490774,0.33811475409836067,0.2965640633608309,0.30630185594734466,0.31393648808299335,466659.02632692707,1083510.981023563,45113.16655600095,1595283.1739064911,3985055.353239934,0.3161501174652837,4.073795795440674,207.66644597339413,480.0,20.0,278.52220814941313,9.311366263841279,0.00021194654317728017,3.5903779689393756,2029,565.1215603351593,2263.471658229828,13084804096.0,19158636.0 | |
| 5,2.5999433460818424,0.3896061876001479,0.3524053866576483,0.35931027851892866,0.36587774176606963,583382.3867055365,1355268.9389275666,56436.37825200101,1995087.703885104,5980143.057125038,0.39538260181874807,4.073795795440674,207.6637994206991,480.0,20.0,278.89993238942617,9.857436741555835,0.0001952827371154933,3.5855153905297703,2029,565.8879628181458,2829.637848854065,13084804096.0,19158636.0 | |
| 6,2.359911707365319,0.43781585110316773,0.4055624451180585,0.4116858588546886,0.41510749998497976,700179.7381433456,1627139.5881595742,67764.28623600048,2395083.61253892,8375226.669663957,0.47465301322593895,4.073795795440674,207.66124172579254,480.0,20.0,279.0274056029943,10.174979288863572,0.00018279773149090981,3.583877353691988,2029,566.1466059684753,3396.0474343299866,13084804096.0,19158636.0 | |
| 7,2.1583634311192843,0.47822938493775424,0.4489533102708936,0.45476129395128473,0.45648227681573134,816895.2865157067,1898311.1264635806,79063.06406800053,2794269.477047288,11169496.146711245,0.5537628916594708,4.073795795440674,207.6593728739414,480.0,20.0,278.29903237863147,10.389930694546237,0.00017114647991757064,3.593257193361275,2029,564.6687366962433,3960.997882604599,13084804096.0,19158636.0 | |
| 8,1.9887645989583007,0.5139282632811537,0.4875125340667496,0.492496386058642,0.49294156024719843,933611.9368889583,2169670.2305755857,90369.65665800148,3193651.8241225453,14363147.97083379,0.6329117086260594,4.073795795440674,207.6572634691986,480.0,20.0,278.50300293946395,10.499833215804685,0.0001609218197798864,3.5906255568000547,2029,565.0825929641724,4526.337181568146,13084804096.0,19158636.0 | |
| 9,1.8352472824143211,0.5467459632688279,0.522718548771053,0.5279930641391999,0.5264180925909513,1050315.6522518608,2441405.3007835704,101691.91151200095,3593412.864547432,17956560.83538122,0.7121355743043293,4.073795795440674,207.65462117549356,480.0,20.0,278.87692928549217,10.477382635940996,0.00015215228082000176,3.5858111410007636,2029,565.8412895202637,5092.461945056915,13084804096.0,19158636.0 | |
| 10,1.6998982117233634,0.5755115247134229,0.5538953844763996,0.5591152925228233,0.5564576247785216,1167245.8727959536,2713591.024463558,113032.94531600084,3993869.842575513,21950430.677956734,0.7914973595435879,4.073795795440674,207.652089738595,480.0,20.0,279.35202947798007,10.562656648879335,0.0001440987181350644,3.579712672460914,2029,566.8052678108215,5659.523530721664,13084804096.0,19158636.0 | |
| 11,1.5780107366621583,0.6026901269567361,0.5818793453029386,0.5866325236660385,0.5834612116354634,1284063.2602497898,2985812.158703534,124375.4370560008,4394250.856009324,26344681.533966057,0.8708440902672635,4.073795795440674,207.6491731011213,480.0,20.0,279.38423502204336,10.575944411219957,0.0001371542378224793,3.579300027151139,2029,566.870612859726,6226.67040848732,13084804096.0,19158636.0 | |
| 12,1.4588605631684481,0.6291445827683964,0.6097637842975278,0.6140495577009689,0.6110237890803834,1400988.0897895806,3258685.319087533,135745.11248000083,4795418.521357114,31140100.055323172,0.9503467181376503,4.073795795440674,207.64573842601098,480.0,20.0,280.03536426944646,10.468373103350944,0.00013119701230797828,3.5709775535271775,2029,568.1917541027069,6795.152386188507,13084804096.0,19158636.0 | |
| 13,1.356667463446909,0.6531800813509183,0.6346510415297537,0.6389076917112155,0.6353395760876639,1517852.3442809058,3530899.9176475587,147087.34879000112,5195839.610718465,36335939.666041635,1.0297013910307202,4.073795795440674,207.64299531009695,480.0,20.0,279.3769567338277,10.57554324546314,0.00012571213322356547,3.5793932745596315,2029,566.8558452129364,7362.273522615433,13084804096.0,19158636.0 | |
| 14,1.2480416923629174,0.6788641686182669,0.6629742246230883,0.6675013809150422,0.6626641426320422,1634693.5377537925,3802740.322463549,158413.98984800093,5595847.850065343,41931787.51610698,1.1089742461106855,4.073795795440674,207.6406834865436,480.0,20.0,278.99684290277247,10.485003484300112,0.00012131569456634526,3.5842699494219357,2029,566.0845942497253,7928.6164264678955,13084804096.0,19158636.0 | |
| 15,1.1581388180804641,0.7016978922716628,0.6858308525138934,0.6901672786526082,0.6851982981500617,1751886.4875080744,4076727.875711554,169830.09770400124,5998444.460923629,47930231.977030605,1.1887600596238377,4.073795795440674,207.63664562220742,480.0,20.0,281.1968963448199,10.471688329556589,0.00011697997653271874,3.5562270174338706,2029,570.5485026836395,8499.433213472366,13084804096.0,19158636.0 | |
| 16,1.0682149898718,0.7233144336250462,0.7088264546039752,0.7124605499681804,0.7082111451881199,1868588.8248698716,4348095.345791559,181137.01788000183,6397821.188541433,54328053.16557204,1.2679077629372746,4.073795795440674,207.63454991306713,480.0,20.0,278.4941305721729,10.410820643968803,0.00011305636908397975,3.590739948254838,2029,565.0645909309387,9064.80231332779,13084804096.0,19158636.0 | |
| 17,0.978707499915946,0.7442992727720942,0.7308015985078626,0.7346721091225735,0.7298614284703941,1985436.4373478873,4619377.754399562,192440.40647600198,6797254.5982234515,61125307.763795495,1.3470666993919826,4.073795795440674,207.63301718051832,480.0,20.0,278.41282689906274,10.408107220098383,0.00010949998444469422,3.5917885362463755,2029,564.8996257781982,9629.97095656395,13084804096.0,19158636.0 | |
| 18,0.8997681748990416,0.7656847035621841,0.7526993972315215,0.7564945275736337,0.7513685828920207,2102284.530826288,4891121.886863568,203763.03978800194,7197169.457477858,68322477.22127335,1.4263210485867948,4.073795795440674,207.63088553723338,480.0,20.0,278.8912492059263,10.214129339361966,0.00010638692170387037,3.5856270243231085,2029,565.8703446388245,10196.107786178589,13084804096.0,19158636.0 | |
| 19,0.8200081782925005,0.7873474670282263,0.7755216865838533,0.7788798249236967,0.7743463050893155,2219049.087237857,5162980.65652756,215090.4304300016,7597120.174195419,75919597.39546877,1.5055825039439314,4.073795795440674,207.62835756311492,480.0,20.0,279.00008476091875,10.237201586799001,0.00010363762175337857,3.5842283017832117,2029,566.0911719799042,10762.498403787613,13084804096.0,19158636.0 | |
| 20,0.7462719512314794,0.8072846049550105,0.795814653580986,0.7989407095193466,0.7945165366899771,2335953.8917616215,5434407.857999559,226399.85885200094,7996761.608613181,83916359.00408195,1.584782666336277,4.073795795440674,207.62682765589955,480.0,20.0,278.55956654292487,10.145448601263507,0.00010095144065386386,3.5898964534248163,2029,565.1973605155945,11327.96454501152,13084804096.0,19158636.0 | |
| 21,0.6730064644550325,0.8260199679526685,0.8159099741643773,0.8188313360728844,0.814583816346694,2452748.1661969693,5705738.137247544,237705.24776800073,8396191.551212514,92312550.55529447,1.6639409156912797,4.073795795440674,207.62509427504776,480.0,20.0,278.46713933291375,9.880067262231217,9.838031480277281e-05,3.591087991191943,2029,565.0098257064819,11893.240610599518,13084804096.0,19158636.0 | |