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,avg_power_gpu_w,avg_power_cpu_w,avg_power_ram_w,vram_peak_gb,latency_ms,avg_grad_norm,eag_metric,it_per_sec,total_iterations,epoch_duration_sec,cumulative_time_sec
1,3.742320699416222,0.8887741895722914,0.8848887438566885,0.8930804697407553,0.8797321830958136,25846.92867752594,61540.44844802933,2557.299000000056,89944.67612555533,89944.67612555533,9.83733674051737e-05,200.09890102010974,476.4270546946121,19.797815278717202,1.0652055740356445,15.111488342285156,33630.48105136198,9.8813429305325e-06,15.707888362102485,2029,129.17076778411865,129.27912163734436
2,0.9233929513342689,0.9426845803032171,0.939781905938693,0.9405608136419894,0.9393055174653021,26239.490991576633,61508.790911959964,2556.0768679998005,90304.3587715364,180249.03489709174,0.00019714012321982893,204.23593048221844,478.755672081181,19.895307332280165,0.3837571144104004,18.369535446166992,21810.936464461392,5.969854773822734e-07,15.792787408926861,4058,128.47637009620667,257.8711814880371
3,0.7808553111221239,0.9479847158880809,0.9459045732110106,0.9463155714794756,0.9457145720791172,26499.44219953433,61516.40409594154,2556.003983999255,90571.85027947513,270820.88517656684,0.00029619943709930475,205.88252369068525,477.9403441130174,19.858401049606243,0.3837571144104004,15.241215705871582,20324.09276657558,5.851857468417909e-08,15.76394089441404,6087,128.71146965026855,386.7412283420563
4,0.7106865222683795,0.9514667817083693,0.9495767342177452,0.9499575357499415,0.9494101861516001,26564.940251936874,62017.61827190162,2577.3146599970596,91159.87318383556,361980.7583604024,0.00039590187735051384,206.29089775403676,481.599808941597,20.014219868861495,0.3837571144104004,14.891008377075195,20900.54366090213,3.819735261441616e-08,15.756264744936615,8116,128.77417540550232,515.6221165657043
5,0.5736578430460849,0.9565049919881672,0.9547017955601181,0.9551019574185382,0.9544560440598413,105167.94113428601,277847.6716319396,11545.971784001744,394561.58455022733,756542.3429106298,0.0008274377213035834,181.15467737227718,478.600272766138,19.888254642253926,3.4763927459716797,18.377727508544922,inf,1.276913535700923e-08,3.4950084257998326,10145,580.5422341823578,1096.2870297431946
6,0.299651578054045,0.9761647972389992,0.974961559158999,0.9750083243095643,0.9749953361302482,104735.49678832796,276799.186944203,11502.238128006058,393036.92186053697,1149579.264771167,0.001257306026838564,181.103703382651,478.6281574642654,19.8891301043905,2.7996115684509277,15.029248237609863,,5.002025040743621e-08,3.5084515320153584,12174,578.3178081512451,1674.767403125763
7,0.23212425037667692,0.9818038949833601,0.9811794743383058,0.9813971378005629,0.981029081410238,104791.62883323774,276309.15360007214,11482.876802000392,392583.6592353103,1542162.9240064772,0.0016866785946302652,181.30728358573188,478.0616794193024,19.86732360113828,2.7996115684509277,14.814240455627441,63373.54509480664,1.4364066388664628e-08,3.5105139837159247,14203,577.9780423641205,2252.865126132965
8,0.18887418902907366,0.9854862566251695,0.9851459553305074,0.9852803196830365,0.9850563568598748,104745.0107959449,276252.2738879984,11480.430291999102,392477.7149759424,1934640.6389824194,0.002115935290154704,181.31350584250816,478.192401671287,19.872613015220317,2.7996115684509277,27.073535919189453,58269.36347070198,9.382345802831578e-09,3.5121969109452933,16232,577.7010946273804,2830.707840204239
9,0.18029023277283654,0.9863644767656847,0.9858432342326876,0.9858934636299538,0.9858261744298463,104733.0767863947,276296.23536010436,11482.718305998358,392512.0304524974,2327152.6694349167,0.002545229516849723,181.3653125776519,478.45966744885504,19.88451842254149,2.7996115684509277,14.705663681030273,58742.12283420364,2.2374349634653544e-09,3.513600769798633,18261,577.4702742099762,3408.298791408539
10,0.16800147065128113,0.9869653642302477,0.9861601106997443,0.9863206928137884,0.9860407704787544,104734.63878764305,276286.48396798945,11481.529815996197,392502.6525716287,2719655.322006546,0.002974513486865197,181.475941487581,478.7274809821557,19.894291489373764,2.7996115684509277,18.391040802001953,110430.0257767795,1.530913130461803e-09,3.5156915566862588,20290,577.1268517971039,3985.5473232269287
11,0.15276778642475575,0.9887988413657094,0.9883826031656713,0.9885717727184568,0.9882244210772907,104665.65673245827,275925.20889597037,11466.44545799619,392057.31108642486,3111712.63309297,0.0034033103825653007,181.48639572036808,478.44415459908765,19.882394310249097,2.7996115684509277,14.58176040649414,107839.54988748336,4.676553870098597e-09,3.5182113064832254,22319,576.7135124206543,4562.377140760422
12,0.14780310247994927,0.9885831381733021,0.9882145474537284,0.988391351243914,0.98806300345587,104735.98278871668,276802.5748320441,11502.713988000833,393041.27160876157,3504753.904701732,0.003833183445462229,181.09497475702432,478.6087261243388,19.888902016573184,2.7996115684509277,14.973952293395996,107436.52396235612,-5.488054512045801e-10,3.508266156467357,24348,578.3483662605286,5140.841203689575
13,0.14694688777256154,0.988906692961913,0.9884036346671375,0.9885521161161447,0.9882836098560923,104878.44190268766,276299.4636480701,11479.386358004209,392657.29190876195,3897411.196610494,0.004262636546025293,181.80173916068526,478.95184281047585,19.898964615807554,2.7996115684509277,14.6810884475708,111356.97250529744,8.240131923644088e-10,3.517173997486488,26377,576.8836007118225,5717.877721309662
14,0.15973509423629353,0.9883828423517811,0.9878727266033138,0.9879605322232177,0.9878151025985974,104687.81875018636,276255.6730560269,11477.360628000635,392420.8524342139,4289832.049044708,0.00469183105043457,181.211300156156,478.18982463905314,19.866947908467793,2.7996115684509277,18.373632431030273,,-1.3349204225067437e-09,3.5121347679830803,28406,577.7113163471222,6295.71270942688
15,0.1443625472710014,0.9896154320226797,0.9893006309977244,0.9893724003870917,0.989254903162891,104857.17488567624,276284.2824961343,11478.496848002134,392619.95422981266,4682452.003274521,0.005121243314414886,181.69182786140973,478.7330609548778,19.889426505041474,2.7996115684509277,35.564544677734375,108669.70488200142,3.1393964000543183e-09,3.5157605488869534,30435,577.1155264377594,6872.974842071533
16,0.154107019613681,0.9890761740416615,0.9887200683130213,0.9888417453802338,0.9886292457635826,104756.89580544643,275779.70735997194,11458.017986004299,391994.6211514227,5074446.624425943,0.005549971645523127,181.48249542330078,477.76510647801405,19.850050736201858,2.7996115684509277,14.700544357299805,114868.2972975065,-1.3756769912663217e-09,3.5150715414262277,32464,577.22864985466,7450.329490661621
17,0.1413026615323663,0.9896154320226797,0.989268936139321,0.9894424825895283,0.9891244764399515,104942.51995394938,276743.2581119337,11497.787496003788,393183.5655618869,5467630.189987831,0.005980000336701067,181.62245397464582,478.9554289460974,19.899049319756852,2.7996115684509277,15.087615966796875,113307.03869400099,1.371517093415472e-09,3.51156003568683,34493,577.8058695793152,8028.254050254822
18,0.15164535531215095,0.9889837298163442,0.9886543803985384,0.9887347894110193,0.9886023376887132,104679.83074379573,276305.2149599474,11479.5938859967,392464.63958973985,5860094.82957757,0.006409242731548392,181.24934880344617,478.4125072293822,19.876502489360806,2.7996115684509277,15.464447975158691,,-1.609577380005001e-09,3.513140268847719,36522,577.5459687709808,8605.93566274643
19,0.14852776893581177,0.9895383951682485,0.989232272875843,0.9893097154839078,0.989180663912983,104746.33379700081,275841.4821120291,11460.223448002187,392048.0393570321,6252142.868934602,0.006838029486667855,181.59031031855878,478.20423416947096,19.867669414338277,2.7996115684509277,16.527360916137695,112581.52037951599,1.4147892508631272e-09,3.5175144206040505,38551,576.8277702331543,9182.911034345627
20,0.1430653567206043,0.9899235794404043,0.9894284747603865,0.9895346773219054,0.9893471464420086,104891.92391347536,276783.0523680933,11499.126804002124,393174.10308557074,6645316.9720201725,0.007268047828643365,181.3801310140679,478.61593560253925,19.88440147191671,2.7996115684509277,21.312511444091797,110156.53065441607,9.796786439721449e-10,3.508566456757159,40580,578.2988650798798,9761.361192703247
21,0.1546738293809571,0.9892302477505238,0.9887755246302106,0.9888566639447091,0.9887183820801668,104570.17565606907,275736.5973599227,11456.092142000387,391762.8651579922,7037079.837178165,0.007696522685966697,181.2509603680653,477.93285959932234,19.85678698324061,2.7996115684509277,15.09068775177002,114774.62261992953,-1.7697738901334992e-09,3.5168555114257423,42609,576.9358432292938,10338.422150611877
22,0.1479565456414117,0.989569209910021,0.9890900133834699,0.9892987137901569,0.9889181832236599,104746.05179677927,276722.04998391774,11496.349558000162,392964.45133869717,7430044.288516862,0.008126311729786865,181.08327617938218,478.3925937311878,19.874702734428723,2.7996115684509277,18.42176055908203,,8.625771576599521e-10,3.5077023053890786,44638,578.441333770752,10916.99414229393
23,0.15759097351823434,0.989106988783434,0.9886813986114737,0.9888438645984151,0.9885538345509959,104727.6437820443,276721.87982397806,11496.581607996224,392946.1052140186,7822990.393730881,0.00855608070827195,181.10220383240204,478.52639928637274,19.880675154692522,2.7996115684509277,15.034367561340332,120985.3969988786,-1.1762964957630873e-09,3.5086855610031846,46667,578.2792344093323,11495.404025793076
24,0.16017132787471808,0.9889529150745717,0.9885177584671775,0.9886290452714422,0.9884317792890613,104821.39385704952,276768.4944479577,11498.425833999849,393088.3141390071,8216078.707869887,0.008986005222041892,181.3168228294019,478.745628406903,19.889623320632424,2.7996115684509277,14.560256004333496,123785.25952785955,-3.9195698096417764e-10,3.5097017887643243,48696,578.1117947101593,12073.633736610413
25,0.1494472946966147,0.989707876247997,0.9892448988365478,0.9893531510485825,0.9891622462096291,104776.66782126622,276323.4979200978,11480.214686006191,392580.3804273702,8608659.088297259,0.00941537420376945,181.4387861639743,478.5015699939076,19.879962408081308,2.7996115684509277,14.69542407989502,118215.56342285396,1.9230741296940603e-09,3.513561795596478,50725,577.4766798019409,12651.23509144783
26,0.14279287092171025,0.9905090595340811,0.9902224484429523,0.990441015949602,0.9900323804911041,104655.5577243804,275881.5656638872,11461.817067996657,391998.94045626424,9000658.028753523,0.009844107258943392,181.32975084529497,478.0017101087855,19.859131023387683,2.7996115684509277,18.38591957092285,,2.043840437812146e-09,3.5155138672524973,52754,577.156022310257,13228.532913923264
27,0.1514095493127349,0.9898157278442007,0.9894765285454389,0.9894718700343498,0.9895141234899886,104706.47676511481,276747.4744800329,11497.536376000906,392951.48762114864,9393609.516374672,0.010273882124219496,181.278104410767,479.13232422812365,19.905660700539364,2.7996115684509277,14.80294418334961,123124.075422043,-1.764420575368447e-09,3.512803459852362,54783,577.6013441085815,13806.282772302628
28,0.15944045740227913,0.9896154320226797,0.9892962621182915,0.9894365714295222,0.9891826544690574,104736.69978929078,276205.5338400621,11475.722505998448,392417.9561353513,9786027.472510021,0.010703073460918526,181.38292335318567,478.3324973483677,19.87364600866272,2.7996115684509277,19.161088943481445,125858.45523608322,-5.104145169441472e-10,3.5138203917443276,56812,577.4341809749603,14383.858582019806
29,0.17306065466851658,0.9883212128682362,0.9877590030872228,0.987869958185543,0.9876792262180659,104594.60067561502,275781.04497603606,11457.609544002626,391833.2551956537,10177860.727705676,0.011131625304510936,181.222331042178,477.8227891782247,19.851643357527003,2.7996115684509277,26.037248611450195,133229.40028173575,-3.302984464137067e-09,3.515478880453378,58841,577.1617662906647,14961.157700061798
30,0.15987292813396972,0.9894613583138173,0.9891481446002228,0.989276721087644,0.989042488764232,104649.1147192237,276287.36121605244,11478.21208799904,392414.6880232752,10570275.41572895,0.011560813066843988,181.33868609044924,478.75786814575696,19.889742061266606,2.7996115684509277,14.767104148864746,176692.35044199752,2.9054606781526465e-09,3.5159035512598833,60870,577.0920534133911,15538.374425411224