| 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 | |
| 1,5.585783864900712,0.011062492296314556,0.0015907231578750228,0.002665502378452574,0.005985856234376573,124771.93181746245,272632.31092790153,11316.505547991253,408720.7482933552,408720.7482933552,0.000447021859102074,4.041313171386719,219.50479509945387,480.0,20.0,282.8257202573337,1.6447698397992454,2.7066138292481702e-05,3.535746321409995,2029,573.8533864021301,575.9751501083374,15467447296.0,135489644.0 | |
| 2,5.266067647534442,0.02927400468384075,0.013453336970679472,0.015477967557387663,0.02202501455302003,124325.20846008473,272294.73249580705,11297.528624017727,407917.4695799095,816638.2178732648,0.00044614330535759015,4.041313171386719,219.13301718218383,480.0,20.0,281.80374847720446,3.5891173898791844,7.176452804041059e-05,3.548568837014216,2029,571.7798056602478,1149.1279466152191,15467447296.0,135489644.0 | |
| 3,4.84333469516365,0.062168741525946015,0.03836815511603126,0.04040156560225472,0.05207723903701478,124241.24239291671,272515.56441589247,11306.818591983754,408063.6254007929,1224701.8432740578,0.0004463031574009293,4.041313171386719,218.7270937500191,480.0,20.0,282.00237888488465,4.877979397479979,0.00015235060822901077,3.5460693769828335,2029,572.182826757431,1722.7022066116333,15467447296.0,135489644.0 | |
| 4,4.434614268825111,0.09977813385923825,0.07140403402274872,0.07115493154684249,0.08694449585630853,124047.7752381402,271709.53545659763,11277.631288010161,407034.941982748,1631736.7852568058,0.0004451780763379252,4.041313171386719,219.0439626314756,480.0,20.0,282.05571790350194,5.800793051073385,0.0002451340746649395,3.5453987865692698,2029,572.2910516262054,2296.367258310318,15467447296.0,135489644.0 | |
| 5,4.043652961382201,0.14743313201035374,0.11697000082735617,0.11955892460282347,0.13291798447998412,124125.70230048559,272150.5647842956,11293.58146599494,407569.84855077614,2039306.6338075818,0.0004457631088558101,4.041313171386719,218.89187353215772,480.0,20.0,282.0272954477354,6.700287805513069,0.00036173709251209764,3.545756088652481,2029,572.2333824634552,2869.9979677200317,15467447296.0,135489644.0 | |
| 6,3.7087257632250386,0.1939017626032294,0.16292094184234465,0.16294120837347786,0.17728309234618703,124026.34122099343,271910.64504015265,11285.8889760112,407222.8752371573,2446529.509044739,0.00044538362076678974,4.041313171386719,218.79492292627276,480.0,20.0,282.08263981453945,7.371574493274717,0.0004761563615263643,3.545060414414261,2029,572.3456761837006,3443.692759990692,15467447296.0,135489644.0 | |
| 7,3.4134154343264274,0.24018550474547024,0.2090293411184944,0.2094319924902666,0.22166150735477932,124054.30624336802,272195.8741443327,11298.909694004098,407549.09008170484,2854078.5991264437,0.0004457404051162142,4.041313171386719,218.56716023053494,480.0,20.0,282.3066485815297,7.983594789359298,0.0005893412857266304,3.5422474285482566,2029,572.8001899719238,4017.9878981113434,15467447296.0,135489644.0 | |
| 8,3.1494124431572508,0.28494391716997414,0.2540531167542867,0.25490820631119654,0.2651743565635995,124093.12927442997,271894.6046891713,11285.609278040938,407273.34324164223,3261351.942368086,0.00044543881811432963,4.041313171386719,218.9060054236836,480.0,20.0,282.0940309113737,8.642656411367899,0.0006996380241878783,3.5449172631170383,2029,572.3687887191772,4591.762689113617,15467447296.0,135489644.0 | |
| 9,2.9102738575726206,0.3252187846665845,0.29492397307182294,0.29500496332619425,0.3044099918971981,123923.82813898308,271809.5997123141,11282.911338013373,407016.33918931056,3668368.2815573965,0.00044515773028174453,4.041313171386719,218.62560458101302,480.0,20.0,282.06561127573826,9.347799573525117,0.0007990312755363845,3.5452744327008094,2029,572.3111252784729,5165.461072921753,15467447296.0,135489644.0 | |
| 10,2.6950086796442356,0.36688031554295575,0.3396552070314357,0.3417754474244598,0.3461484023427706,123943.48515471023,271894.75608008925,11285.646413993085,407123.8876487926,4075492.169206189,0.00044527535707828433,4.041313171386719,218.60537510573508,480.0,20.0,282.21742128021555,10.112409139043772,0.0009011515331653712,3.543367363587003,2029,572.6191477775574,5739.534873008728,15467447296.0,135489644.0 | |
| 11,2.486528786078294,0.40459755947245163,0.37968481567834367,0.38235435487133274,0.3841926973853665,124043.83023498724,272447.1519838177,11305.589399999002,407796.57161880395,4483288.740824993,0.00044601107808123935,4.041313171386719,218.33249143898973,480.0,20.0,282.27907651277997,10.918451680991378,0.0009921553726318655,3.5425934233376513,2029,572.7442462444305,6313.730828285217,15467447296.0,135489644.0 | |
| 12,2.28853612441979,0.4460279797855294,0.42231789293531585,0.42523223529372933,0.42556240077424534,123917.82513418903,272841.2530079764,11321.463432003513,408080.54157416895,4891369.282399162,0.0004463216587843384,4.041313171386719,217.79004492296,480.0,20.0,282.31558639936225,11.742948864644944,0.0010929900702076564,3.5421352846789156,2029,572.818324804306,6893.038829088211,15467447296.0,135489644.0 | |
| 13,2.0937862832773018,0.4860409219770738,0.46489336217472177,0.46855762477915497,0.46659648465563863,123853.67908286398,272889.265919812,11322.141273999589,408065.0862766756,5299434.368675837,0.0004463047551750963,4.041313171386719,217.83368340254827,480.0,20.0,282.1023036483005,12.575646071906393,0.0011910867612122279,3.5448133073266535,2029,572.3855741024017,7466.84307718277,15467447296.0,135489644.0 | |
| 14,1.9152824877223809,0.52457475656354,0.5052888066270146,0.5088888526490688,0.5059651991847672,123866.53909314945,272815.0615203383,11319.546596010923,408001.1472094987,5707435.515885336,0.00044623482439522184,4.041313171386719,217.72330888151464,480.0,20.0,282.28843464764424,13.395135665186642,0.0012857188273889427,3.542475982936431,2029,572.7632339000702,8041.064262866974,15467447296.0,135489644.0 | |
| 15,1.7383166908806564,0.5619222235917662,0.54375499537215,0.5472368752142333,0.5434803199982287,123861.80208936182,272804.4036482644,11319.27523600288,407985.4809736291,6115420.996858966,0.00044621769008062627,4.041313171386719,217.72188483138447,480.0,20.0,282.22095314183804,14.119380759158823,0.0013773093646636096,3.5433230200219112,2029,572.6263139247894,8615.125415563583,15467447296.0,135489644.0 | |
| 16,1.567387119809532,0.601950573154197,0.5854676307075634,0.588805547985013,0.5848940854315123,123804.9720438923,272031.78215959127,11291.029461990101,407127.7836654737,6522548.780524439,0.00044527961818963504,4.041313171386719,218.26854081768425,480.0,20.0,282.32198974192,14.729352003250762,0.0014785298309407547,3.542054945539785,2029,572.8313171863556,9189.430027246475,15467447296.0,135489644.0 | |
| 17,1.432378445105226,0.6305620608899297,0.6165858712158299,0.6201444218995668,0.6150884507586469,123798.76203892124,272524.00588827225,11307.632562015204,407630.4004892087,6930179.1810136475,0.0004458293351000195,4.041313171386719,217.9423181722994,480.0,20.0,281.98290682003494,15.429271730899575,0.0015468965517124692,3.546314247473917,2029,572.143317937851,9763.035924911499,15467447296.0,135489644.0 | |
| 18,1.2751767322340288,0.6683409343029706,0.6562193083366656,0.6599656090449365,0.6541244302192788,123845.01507593128,271810.5502564553,11281.914772018796,406937.4801044054,7337116.661118053,0.0004450714813333152,4.041313171386719,218.62934113251188,480.0,20.0,282.0523325711886,15.689320565680084,0.0016423676043098771,3.5454413402080456,2029,572.2841827869415,10336.795865774155,15467447296.0,135489644.0 | |
| 19,1.1620581483476675,0.6957660544804635,0.6845490555958635,0.6876598810670691,0.6826927003583271,123793.32303457674,271882.30574386177,11285.710559997247,406961.33933843573,7744078.000456489,0.00044509757640971546,4.041313171386719,218.37705305120872,480.0,20.0,282.02744526719744,16.240431488999715,0.0017096613049571597,3.545754205065339,2029,572.2336864471436,10910.51609826088,15467447296.0,135489644.0 | |
| 20,1.0339932367462663,0.7277055343276223,0.7174938495499718,0.7206288916143967,0.7154827436191653,123960.8091685561,272195.558880139,11297.334236012526,407453.7022847077,8151531.702741196,0.0004456360785545529,4.041313171386719,218.44477593755045,480.0,20.0,282.3743786113846,16.268548910461547,0.0017859833650968745,3.541397788700375,2029,572.9376142024994,11484.891039609909,15467447296.0,135489644.0 | |
| 21,0.9040134348500357,0.756779243189942,0.748475952550409,0.7509678563553732,0.7467425765317924,123797.45303788567,272024.60323213576,11291.341570003426,407113.39784002485,8558645.100581221,0.00044526388427237364,4.041313171386719,218.2640096455163,480.0,20.0,282.2600388656172,16.315356034372403,0.0018588905381279502,3.5428323613180526,2029,572.7056188583374,12059.039089918137,15467447296.0,135489644.0 | |
| 22,0.819569673438769,0.7790428941205473,0.7721540161970998,0.7743270128064031,0.7705919689689081,123892.37911382622,271837.41945583373,11283.364985998478,407013.1635556584,8965658.26413688,0.0004451542570603214,4.041313171386719,218.6378545158062,480.0,20.0,282.0406972980076,16.539249702649144,0.0019140483991103505,3.5455876034208917,2029,572.2605748176575,12632.732808828354,15467447296.0,135489644.0 | |
| 23,0.7115256038020256,0.8052508319980278,0.7987873575424992,0.8006562468757809,0.7974285053191802,123804.13904323505,271736.857968159,11279.712350011116,406820.70936140517,9372478.973498287,0.00044494376803556185,4.041313171386719,218.53766468313762,480.0,20.0,282.065459341178,16.445382716797912,0.001979375222225158,3.5452763423628904,2029,572.3108170032501,13206.484328508377,15467447296.0,135489644.0 | |
| 24,0.6305145706527923,0.8278842598299027,0.8225820971968978,0.8244423510246177,0.82115666368718,123748.51299873483,272429.17675157083,11308.39220598691,407486.08195629256,9779965.05545458,0.00044567149251640637,4.041313171386719,218.00677939050036,480.0,20.0,282.19003063989663,16.303024446394364,0.002031687207217798,3.543711298844935,2029,572.5635721683502,13780.492207050323,15467447296.0,135489644.0 | |
| 25,0.5397847248548839,0.8501016886478492,0.8454121921858011,0.8471617317793225,0.8440796095270336,123764.9900119159,273011.79619207955,11328.226312013578,408105.01251600904,10188070.067970589,0.0004463484228915224,4.041313171386719,217.4669253980199,480.0,20.0,282.45818303570246,16.08685937075852,0.0020830464281898563,3.54034706749353,2029,573.1076533794403,14355.087149858475,15467447296.0,135489644.0 | |
| 26,0.4829908429111178,0.8649235794404043,0.8608291025772428,0.8620769061112434,0.859899220279265,123910.81012857583,272256.97084737924,11300.582561985355,407468.36353794043,10595538.43150853,0.0004456521137098619,4.041313171386719,218.33779480446097,480.0,20.0,282.42211003442185,15.882951533283254,0.002122676646428451,3.540799266311406,2029,573.0344612598419,14929.587622880936,15467447296.0,135489644.0 | |
| 27,0.41786402203197726,0.883566498212745,0.8798454964814532,0.8809852751256386,0.8789924698342604,123821.30305695895,272773.3837438748,11317.726724001126,407912.41352483485,11003450.845033364,0.0004461377755009615,4.041313171386719,217.8522069592979,480.0,20.0,282.160116804827,15.721485858247926,0.00216606915827275,3.54408699331419,2029,572.502876996994,15503.484077453613,15467447296.0,135489644.0 | |
| 28,0.36512660955071097,0.8967243929495871,0.894047052135777,0.8949905782014927,0.8933036098022388,123850.19308008153,272069.7702234237,11293.029623996703,407212.99292750197,11410663.837960867,0.00044537281238856883,4.041313171386719,218.39089688769056,480.0,20.0,282.48949025052116,15.166349610300003,0.00220210162377907,3.5399547045561457,2029,573.1711757183075,16078.071726322174,15467447296.0,135489644.0 | |
| 29,0.3150927046861935,0.9105910267471958,0.9080397747201004,0.9088321035712742,0.9074257940977976,123903.16612245655,272944.13039993483,11324.970023990616,408172.266546382,11818836.104507249,0.0004464219792788958,4.041313171386719,217.7501805146642,480.0,20.0,282.38495375030203,14.672813619575576,0.002230898817432816,3.541265165580482,2029,572.9590711593628,16652.494334459305,15467447296.0,135489644.0 | |
| 30,0.2611539483257648,0.9254899543941821,0.923213330940531,0.9239836154867513,0.9226205495656279,123877.31010177205,272305.6695362177,11303.405830005664,407486.3854679954,12226322.489975244,0.0004456718244701096,4.041313171386719,218.28986831982377,480.0,20.0,282.268320532959,14.063341555541346,0.0022712168734944677,3.5427284156857235,2029,572.7224223613739,17226.639119148254,15467447296.0,135489644.0 | |
| 31,0.226716900388024,0.9350579317145322,0.9336149901537427,0.9340916016239907,0.9332751634146897,123917.39113383337,272137.5918722805,11296.027572008314,407351.0105781222,12633673.500553366,0.0004455237636359102,4.041313171386719,218.5053267198687,480.0,20.0,282.30748216526564,13.655663267093788,0.002295459953290593,3.5422369691731723,2029,572.801881313324,17800.811898231506,15467447296.0,135489644.0 | |
| 32,0.19138365232777227,0.944009614199433,0.9426713716379616,0.9430225571532412,0.9424396405979925,123892.54711396163,272159.5126076976,11296.7563220067,407348.81604366587,13041022.316597031,0.0004455213634522232,4.041313171386719,218.50136656533016,480.0,20.0,282.3540509892779,12.971573621489956,0.00231744779171824,3.5416527458923333,2029,572.8963694572449,18375.150786161423,15467447296.0,135489644.0 | |
| 33,0.15917855463077454,0.9537316652286454,0.9527663447612997,0.9530220737643723,0.9526061060455099,123865.05609196519,272979.2512795885,11326.499344001068,408170.80671555473,13449193.123312587,0.0004464203826477172,4.041313171386719,217.7316170376566,480.0,20.0,282.31560449520316,12.35606425079646,0.0023365994077407895,3.5421350576354382,2029,572.8183615207672,18949.424673318863,15467447296.0,135489644.0 | |
| 34,0.13591964166372061,0.9603106125970664,0.9591167445798423,0.9594447621279647,0.958885687860888,123846.09007678762,272551.23028809216,11313.873770009957,407711.19413488975,13856904.317447476,0.0004459176998963924,4.041313171386719,218.00673389145408,480.0,20.0,282.4567166850625,11.58756924705913,0.0023553697480264697,3.540365446911974,2029,573.1046781539917,19523.962018489838,15467447296.0,135489644.0 | |
| 35,0.10960345982976474,0.967721557993344,0.9670885572765097,0.9673733491114983,0.966871030773452,124125.64730043626,272296.6625758913,11302.638474000843,407724.9483503284,14264629.265797805,0.0004459327430156412,4.041313171386719,218.80749999719947,480.0,20.0,282.6855024015333,10.811953663609339,0.0023734666272171583,3.537500124713066,2029,573.5688843727112,20098.985728502274,15467447296.0,135489644.0 | |
| 36,0.08866941607758913,0.9731449525452976,0.972308205370248,0.9725627910868335,0.9721198199875973,123931.97114550177,273164.4065759238,11333.25040599099,408429.62812741654,14673058.893925222,0.00044670345814410155,4.041313171386719,217.62098971068346,480.0,20.0,282.60469037126944,9.81405951623966,0.002382650242606074,3.538511688133197,2029,573.4049167633057,20673.834669589996,15467447296.0,135489644.0 | |
| 37,0.07095486724886566,0.9788610871440897,0.9784117523566435,0.978604902368914,0.9782806450240847,123968.38117462465,271925.10129631514,11286.819508017503,407180.3019789573,15080239.195904179,0.00044533705798007524,4.041313171386719,218.81663176195872,480.0,20.0,282.35489926119635,8.90215240639601,0.0024039991187851627,3.541642105791605,2029,572.8980906009674,21248.12077522278,15467447296.0,135489644.0 | |
| 38,0.059752143224210554,0.9824047824479231,0.9818011234833138,0.9818690050260747,0.981778029933362,123909.2641273352,273315.1325761993,11340.269802010154,408564.6665055447,15488803.862409724,0.0004468511509321315,4.041313171386719,217.51467812923832,480.0,20.0,282.5384705215913,8.060885708382516,0.002404527025918407,3.5393410255032194,2029,573.2705566883087,21822.88383769989,15467447296.0,135489644.0 | |
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