| 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 | |
| 1,5.0191632388260565,0.04779366448909158,0.031658471789895754,0.034612718324936106,0.039257510452264395,27180.843744658745,70816.18036804727,2940.620632000501,100937.64474470651,100937.64474470651,0.02000362616786337,1.5187020301818848,183.85894539287358,480.0,20.0,146.05435620387786,1.1503120831668083,0.0004734969258493425,6.846765998571764,1015,148.24517154693604,150.6243190765381,1823675392.0,11330412.0 | |
| 2,4.0494994351429305,0.14681683717490449,0.11599202843440976,0.12147948753396666,0.13091513252668363,55146.87711746902,145124.51395204297,6036.754796000896,206308.1458655129,307245.7906102194,0.04088574719289926,1.5187020301818848,183.8373992028176,480.0,20.0,152.12832906563295,1.4045449216964796,0.0007116385858588962,6.573397644882885,1015,154.41025400161743,305.3986039161682,1823675392.0,11330412.0 | |
| 3,3.3959487837523663,0.2413718723037101,0.2083572016134957,0.20878821642737974,0.2224432889417007,82737.16318967743,218684.4044160471,9101.6981760005,310523.26578172506,617769.0563919444,0.06153889701738323,1.5187020301818848,183.8120480542059,480.0,20.0,150.7594371664113,1.5614940671497965,0.0007773068845455744,6.633083930236353,1015,153.02082872390747,458.73358821868896,1823675392.0,11330412.0 | |
| 4,2.897424352110313,0.33010292123752005,0.29978588261911276,0.300789908537482,0.3100175975752051,110248.98219911208,290889.51696004724,12110.1975820004,413248.6967411597,1031017.7531331042,0.08189682318103046,1.5187020301818848,183.80594892426183,480.0,20.0,147.90277809932314,1.6646506437527135,0.0007987996667398605,6.761198219876956,1015,150.121319770813,609.1172060966492,1823675392.0,11330412.0 | |
| 5,2.529489046716925,0.39606187600147913,0.36989234446197844,0.37114043250099144,0.3768712121972188,138182.68254605925,363900.3722400405,15152.269380000653,517235.3241661004,1548253.0772992047,0.10250469080788521,1.5187020301818848,183.80489862956674,480.0,20.0,149.59255227901667,1.7450985798107579,0.000765728591023863,6.684824777471692,1015,151.8364405632019,761.1930119991302,1823675392.0,11330412.0 | |
| 6,2.235615566916066,0.4562430666831012,0.43256397074126485,0.43420031450894064,0.4371030968184996,165427.53934192972,435285.5784480181,18126.60653400002,618839.7243239479,2167092.8016231526,0.12264045326705598,1.5187020301818848,183.80092299623576,480.0,20.0,146.3175820599636,1.827487175570333,0.0007372556233062194,6.8344486419286365,1015,148.51234579086304,909.9147987365723,1823675392.0,11330412.0 | |
| 7,1.999955797665225,0.5020645876987551,0.48012724140419455,0.4826566270187673,0.48307963317583963,192759.78020770027,506787.5212800131,21105.806443999754,720653.1079317131,2887745.9095548657,0.14281763165997477,1.5187020301818848,183.79886603339114,480.0,20.0,146.55687303965902,1.9224138362067087,0.0006966799728924907,6.82328968447215,1015,148.7552261352539,1058.8804647922516,1823675392.0,11330412.0 | |
| 8,1.798028740859384,0.5441729323308271,0.5236875108773105,0.5257207123669217,0.5256463742512978,219945.44395621106,579073.5953760055,24117.681099999463,823136.7204322161,3710882.6299870815,0.16312763471163344,1.5187020301818848,183.7777151027374,480.0,20.0,148.16449287489715,2.007943107929136,0.0006610966548122048,6.74925537553961,1015,150.38696026802063,1209.476866722107,1823675392.0,11330412.0 | |
| 9,1.6182457767683884,0.5852952052261802,0.5674876589733706,0.570234542645681,0.5680860364668651,246911.93852939506,649733.655023994,27061.805433998812,923707.3989873879,4634590.02897447,0.18305853623360024,1.5187020301818848,183.77392038061836,480.0,20.0,144.83597854088092,2.094334331286952,0.0006336370217103475,6.904361817238272,1015,147.00851821899414,1356.7237451076508,1823675392.0,11330412.0 | |
| 10,1.4657852450027842,0.6177277209416985,0.6021319592542387,0.6045140789805538,0.602229470305977,274421.6215371182,721375.9310400021,30046.855975999493,1025844.4085531199,5660434.4375275895,0.2032998501895962,1.5187020301818848,183.77735779697335,480.0,20.0,146.8062682692053,2.180382568260719,0.0006021651195749648,6.8116982455153385,1015,149.0083622932434,1505.9784488677979,1823675392.0,11330412.0 | |
| 11,1.317736433938219,0.6512849747319117,0.6370440927307738,0.6392069508085313,0.636966096407129,301449.3461592885,791891.3984639851,32984.96104799909,1126325.7056712727,6786760.143198863,0.22321303827217176,1.5187020301818848,183.77862865799906,480.0,20.0,144.4442166483461,2.2462792977910913,0.0005782385782838507,6.923087841131991,1015,146.6108798980713,1652.8875336647034,1823675392.0,11330412.0 | |
| 12,1.1787532481066698,0.684241341057562,0.6698159491330838,0.6721050906708278,0.6692315856089985,328506.528805012,862233.8507999853,35915.85750599857,1226656.237110996,8013416.380309858,0.24309634790575163,1.5187020301818848,183.78399376341844,480.0,20.0,144.092777797154,2.3233355037097274,0.0005578101837798321,6.939973087393358,1015,146.25416946411133,1799.4040043354034,1823675392.0,11330412.0 | |
| 13,1.062317227964918,0.708954763959078,0.6968130645100342,0.6989776780013134,0.6960195713866839,355513.7974108135,932476.0659359862,38842.57879799813,1326832.4421447979,9340248.822454656,0.2629490734322852,1.5187020301818848,183.78880672968566,480.0,20.0,143.98104803902763,2.405319831876332,0.0005343212461801634,6.945358528915133,1015,146.14076375961304,1945.7482249736786,1823675392.0,11330412.0 | |
| 14,0.954907419323334,0.7333446320719832,0.7229632009622474,0.7250096340990937,0.7220111813358591,382525.4530201178,1002801.9614879788,41772.78647199738,1427100.200980094,10767349.023434749,0.2828199429131775,1.5187020301818848,183.7923819177822,480.0,20.0,144.14396145073653,2.453304255067421,0.0005138704567264035,6.9375087928450325,1015,146.30612087249756,2092.2627902030945,1823675392.0,11330412.0 | |
| 15,0.8443233625348565,0.7627727104646863,0.7525276451191251,0.7546808698075816,0.7513948445908365,409536.31462878734,1072890.5972159933,44693.10883199795,1527120.0206767786,12294469.044111528,0.3026416762976838,1.5187020301818848,183.79973187757727,480.0,20.0,143.66118614309528,2.493517635725989,0.0004994844544875037,6.960822382490559,1015,145.8161039352417,2238.315266609192,1823675392.0,11330412.0 | |
| 16,0.7506677638133759,0.7854985825218784,0.7773042986468736,0.7791432919053582,0.7762870802420576,436563.1642502521,1143323.8911360037,47627.76973999803,1627514.8251262538,13921983.86923778,0.322537723431361,1.5187020301818848,183.80210668932597,480.0,20.0,144.28512380628163,2.5114404761732505,0.0004826368217327567,6.930721432811105,1015,146.44940066337585,2385.0479097366333,1823675392.0,11330412.0 | |
| 17,0.6516653643746682,0.8124460742018982,0.8047996370575362,0.806494951017156,0.8036686250574759,463563.35185039014,1213573.4875680227,50554.79931199806,1727691.638730411,15649675.507968191,0.3423905695631842,1.5187020301818848,183.80627855784874,480.0,20.0,143.96859413297307,2.5109515607063404,0.00047024946812784357,6.945959332466458,1015,146.12812304496765,2531.4143991470337,1823675392.0,11330412.0 | |
| 18,0.5771901657428647,0.831828546776778,0.8255260917511895,0.8270981509533144,0.8244649210439473,490524.75641948875,1283907.4126080237,53485.337303997934,1827917.5063315104,17477593.014299702,0.36225313712073864,1.5187020301818848,183.80745518170352,480.0,20.0,144.07326200325502,2.525911346327495,0.0004550689754299655,6.940913158316685,1015,146.23436093330383,2677.9130535125732,1823675392.0,11330412.0 | |
| 19,0.4987706413116361,0.8543079008997905,0.8493672582420131,0.8507159370549531,0.8483700612795871,517518.02001408505,1354150.17254401,56412.08211599731,1928080.2746740924,19405673.288973793,0.3821031997899331,1.5187020301818848,183.81136771924847,480.0,20.0,143.9703297732499,2.507766252433138,0.0004430873092377837,6.945875595165879,1015,146.12988471984863,2824.253376722336,1823675392.0,11330412.0 | |
| 20,0.46316313219481503,0.864569209910021,0.8598722934273115,0.8610964085227456,0.8589576100494178,544621.3776967546,1424507.066208003,59343.58240399741,2028472.0263087552,21434145.31528255,0.4019986419227069,1.5187020301818848,183.8179392302368,480.0,20.0,144.21083962388815,2.522296729933452,0.0004262169744994177,6.934291504078814,1015,146.37400221824646,2970.831831216812,1823675392.0,11330412.0 | |
| 21,0.35839660677857,0.895260692715395,0.8918400381310224,0.8927459066220782,0.8912137710031937,571644.2433150313,1494719.8139520085,62269.07750599783,2128633.1347730374,23562778.450055588,0.42184837564044747,1.5187020301818848,183.82341668770633,480.0,20.0,143.9115968243829,2.346017089618251,0.00042058007934319357,6.94871033374963,1015,146.07027077674866,3117.1105422973633,1823675392.0,11330412.0 | |
| 22,0.2895273432208987,0.9168618266978923,0.9139571708703723,0.9151034811917623,0.9130425940998494,598629.3829031169,1565022.297936017,65198.299571998636,2228849.9804111323,25791628.43046672,0.4417091552429164,1.5187020301818848,183.8259097390406,480.0,20.0,144.10174609405067,2.2479286141583485,0.0004113609416317775,6.939541172161311,1015,146.26327228546143,3263.589241027832,1823675392.0,11330412.0 | |
| 23,0.25335934746074557,0.9261832860840626,0.9238698301946479,0.9246602042870166,0.9232708448140007,625738.5615904504,1635426.5030400085,68131.772457998,2329296.837088457,28120925.267555177,0.46161551798589606,1.5187020301818848,183.83178225826939,480.0,20.0,144.2982525661074,2.225517117037562,0.00039762355374240783,6.930090851528987,1015,146.462726354599,3410.2564210891724,1823675392.0,11330412.0 | |
| 24,0.19186265045786138,0.94553494391717,0.9439121530255568,0.9443728086986684,0.9435973638685067,652746.5451968162,1705713.4915199878,71060.33730999798,2429520.374026802,30550445.64158198,0.48147762365723773,1.5187020301818848,183.83534692721338,480.0,20.0,144.06509305456004,2.0255030279089077,0.00038918584673154876,6.941306730154835,1015,146.22606945037842,3556.710879087448,1823675392.0,11330412.0 | |
| 25,0.1680368073578245,0.9540398126463701,0.9518993385155231,0.9524759554068974,0.9514633282261298,679780.0748236234,1776189.4474559652,73996.79895799722,2529966.3212375855,33080411.962819565,0.5013838061639068,1.5187020301818848,183.8370067574632,480.0,20.0,144.4361115911324,1.9570081713164382,0.0003770958548490407,6.923476331395469,1015,146.6026532649994,3703.5499036312103,1823675392.0,11330412.0 | |
| 26,0.11475103097082359,0.9712960680389499,0.9705705824938794,0.9708985995127482,0.9703348366027069,706772.6744176917,1846954.582751971,76945.31014199716,2630672.5673116595,35711084.53013122,0.5213415741931661,1.5187020301818848,183.83269345348685,480.0,20.0,144.9579076813947,1.633870156263483,0.0003692196741274944,6.8985543182502065,1015,147.1322762966156,3850.946472644806,1823675392.0,11330412.0 | |
| 27,0.0787278719796923,0.9820504129175398,0.9815689823448296,0.9816342354817967,0.9815618436325921,733758.2840061614,1917175.8076319569,79871.15829999675,2730805.2499381145,38441889.78006934,0.5411856745336384,1.5187020301818848,183.83630547604304,480.0,20.0,143.9276655319289,1.350243151628325,0.00035961935144946533,6.94793454965168,1015,146.08658051490784,3997.2424943447113,1823675392.0,11330412.0 | |
| 28,0.040342707288327624,0.9933132010353753,0.9930097102848633,0.9931687447758555,0.9928787858531909,760786.3616286039,1987504.030655958,82801.44127999782,2831091.83356456,41272981.61363389,0.5610602746750368,1.5187020301818848,183.83992855910233,480.0,20.0,144.15949530202178,0.8685080775339615,0.0003508587002579561,6.936761244238174,1015,146.32188773155212,4143.785792350769,1823675392.0,11330412.0 | |
| 29,0.028296199126692095,0.9963792678417355,0.9962483139718239,0.996301142533169,0.9962098190307714,787785.8542281729,2057761.6307999566,85728.80382999778,2931276.2888581273,44204257.902492024,0.5809146352220086,1.5187020301818848,183.84345470686864,480.0,20.0,143.98837230475664,0.6510372651107793,0.00033991311962949523,6.945005238919316,1015,146.148197889328,4290.140439271927,1823675392.0,11330412.0 | |
| 30,0.013918929583773824,0.9991834093430297,0.9991770642300559,0.9991538530802573,0.9992035508324442,814765.9188122127,2128059.7182719596,88657.84840999753,3031483.4854941694,47235741.38798619,0.6007735026040127,1.5187020301818848,183.84559124205182,480.0,20.0,144.08874347292144,0.3537606942609613,0.00032960212850381086,6.940167398905312,1015,146.25007462501526,4436.614915847778,1823675392.0,11330412.0 | |
| 31,0.010429288306975452,0.9995994083569579,0.9995928230585972,0.9996154834617196,0.9995719130194545,841820.5124558675,2198403.3791999705,91588.77820999711,3131812.6698658355,50367554.05785203,0.6206565452782642,1.5187020301818848,183.84989035929664,480.0,20.0,144.1642326674438,0.2485900680273037,0.0003191759896672811,6.936533296069263,1015,146.32669615745544,4583.17698431015,1823675392.0,11330412.0 | |
| 32,0.008937285522118284,0.9997534820658203,0.9997371159810063,0.99975630030119,0.999718799374757,868823.6640583739,2268645.957695972,94515.49213999766,3231985.1138943434,53599539.17174637,0.6405085254560817,1.5187020301818848,183.85366154449656,480.0,20.0,143.95019784936764,0.19921762630563652,0.00030933109121322,6.946846999449212,1015,146.10945081710815,4729.5138285160065,1823675392.0,11330412.0 | |
| 33,0.011306950164582635,0.9996148157278442,0.9996465415754748,0.9996607120931383,0.9996338720765195,895848.8516785117,2338911.0095519945,97443.16657799878,3332203.027808505,56931742.199554875,0.6603695167674243,1.5187020301818848,183.85789951440407,480.0,20.0,144.0015849221516,0.2385473718306995,0.000299986167525111,6.944368011925756,1015,146.1616086959839,4875.912802696228,1823675392.0,11330412.0 | |
| 34,0.00973455350469853,0.9998613336620239,0.9998498250919549,0.9998382012622031,0.999861995696552,922821.8142568608,2409111.471024016,100368.14828199918,3432301.433562876,60364043.63311775,0.6802068241840364,1.5187020301818848,183.86105624742223,480.0,20.0,143.8613938580593,0.19253393481737874,0.0002913093016495713,6.951135208565052,1015,146.01931476593018,5022.1385662555695,1823675392.0,11330412.0 | |
| 35,0.009063400088905774,0.9998767410329101,0.9998647316389749,0.9998660032848494,0.9998644655930469,950034.1600267255,2479442.8278719913,103298.58561199857,3532775.5735107153,63896819.206628464,0.7001185938725161,1.5187020301818848,183.87126898908804,480.0,20.0,144.155661813144,0.17452361029136945,0.0002830286612402262,6.936945711478261,1015,146.3179967403412,5168.695926189423,1823675392.0,11330412.0 | |
| 36,0.008236366339725227,0.9999691852582275,0.9999700293712162,0.9999700293712162,0.9999700293712162,977099.0066785763,2549819.7601439897,106230.9209019982,3633149.6877245647,67529968.89435303,0.7200105406555279,1.5187020301818848,183.87521559916698,480.0,20.0,144.17084684512884,0.15225782862731388,0.00027523478832618825,6.936215066241648,1015,146.3334095478058,5315.324546813965,1823675392.0,11330412.0 | |
| 37,0.008991914328297811,0.9999075557746826,0.9998981727288891,0.9999018177033677,0.9998952795061439,1004099.6502790783,2620060.982832005,109157.59347399815,3733318.2265850813,71263287.1209381,0.7398617469147463,1.5187020301818848,183.87867304270802,480.0,20.0,143.8827063649746,0.16916974011826985,0.000267833464785913,6.950105577409616,1015,146.04094696044922,5461.644745826721,1823675392.0,11330412.0 | |
| 38,0.00849469168515408,0.9999383705164551,0.9999322253778234,0.9999352947313973,0.9999295171022035,1031104.3418828184,2690278.6453919946,112083.29281599844,3833466.2800908117,75096753.40102892,0.7597088934261857,1.5187020301818848,183.8825774331739,480.0,20.0,143.96424105601946,0.15209126752145186,0.00026084444141576417,6.946169358895723,1015,146.12370467185974,5607.948968172073,1823675392.0,11330412.0 | |
| 39,0.008984707913182566,0.9999383705164551,0.9999286365459439,0.9999317283247315,0.9999260629093552,1058104.090482594,2760556.6046400084,115011.50432399825,3933672.199446601,79030425.60047552,0.7795675076792729,1.5187020301818848,183.8854068156861,480.0,20.0,144.02251220101795,0.16143967769856524,0.00025419971970646894,6.94335895630164,1015,146.1828498840332,5754.336040019989,1823675392.0,11330412.0 | |
| 40,0.008571802867402143,0.9999845926291138,0.9999893293913675,0.9999876543209877,0.9999910394265233,1085135.6541078317,2830785.047231996,117937.65268199847,4033858.3540218263,83064283.95449735,0.7994222049865793,1.5187020301818848,183.89006408406607,480.0,20.0,144.00116798325712,0.14935318470515055,0.0002478977953284135,6.94438811854824,1015,146.16118550300598,5900.647821903229,1823675392.0,11330412.0 | |
| 41,0.00836597709581623,0.9999845926291138,0.999984526764927,0.9999842767295597,0.9999848484848485,1112144.6297149896,2901042.5986080146,120865.01430399835,4134052.2426270028,87198336.19712436,0.8192784350089031,1.5187020301818848,183.8934437760626,480.0,20.0,144.0076588409875,0.14273724297584572,0.0002418896844887642,6.944075114117332,1015,146.1677737236023,6047.04897403717,1823675392.0,11330412.0 | |
| 42,0.008411199017313166,0.9999845926291138,0.9999819818531521,0.9999794238683127,0.9999846390168969,1139155.7073238366,2971430.782512025,123797.81891399881,4234384.30874986,91432720.50587422,0.8391620487830026,1.5187020301818848,183.89505160433197,480.0,20.0,144.24874066132043,0.14362415314234536,0.00023615820381791105,6.932469534329494,1015,146.41247177124023,6193.666898488998,1823675392.0,11330412.0 | |
| 43,0.008293069408646799,0.9999845926291138,0.9999819818531521,0.9999794238683127,0.9999846390168969,1166207.2469650519,3041887.5666720322,126733.46047199915,4334828.274109083,95767548.7799833,0.8590678385301829,1.5187020301818848,183.8971493473723,480.0,20.0,144.47176797049386,0.14053848864409724,0.00023068609167329376,6.921767581637366,1015,146.63884449005127,6340.491247653961,1823675392.0,11330412.0 | |
| 44,0.008326966258160439,0.9999537778873413,0.9999532545164151,0.9999525585188722,0.9999539848343936,1193234.6135869238,3112290.047232024,129666.8604559987,4435191.521274947,100202740.30125824,0.8789576317027553,1.5187020301818848,183.89910655015123,480.0,20.0,144.32305772903516,0.1412502387767942,0.00022545898482415324,6.928899759576104,1015,146.4879035949707,6487.128753185272,1823675392.0,11330412.0 | |
| 45,0.008073802556604,0.9999691852582275,0.9999639350831497,0.9999639350831497,0.9999639350831497,1220317.0292528456,3182672.9008320156,132599.44270399868,4535589.3727888595,104738329.6740471,0.898854282697738,1.5187020301818848,183.90326634617372,480.0,20.0,144.32164436490666,0.13371673114414284,0.00022047171890328396,6.928967615360407,1015,146.48646903038025,6633.765823841095,1823675392.0,11330412.0 | |
| 46,0.008246586391968387,0.9999845926291138,0.9999819529487592,0.9999847094801223,0.9999792960662526,1247409.0999264852,3252987.403680011,135529.17718599903,4635925.680792496,109374255.3548396,0.9187387371195219,1.5187020301818848,183.90865479199073,480.0,20.0,144.1778702101684,0.1386730911329462,0.00021570332690453524,6.93587718102853,1015,146.34053826332092,6780.25696015358,1823675392.0,11330412.0 | |
| 47,0.008021958264994798,0.9999845926291138,0.9999819529487592,0.9999847094801223,0.9999792960662526,1274434.1945465386,3323364.139872025,138461.5044779994,4736259.838896563,114110515.19373615,0.9386227654783899,1.5187020301818848,183.91079001052498,480.0,20.0,144.30693992840247,0.13115765799589346,0.0002111338116242555,6.929673656001213,1015,146.4715440273285,6926.909023284912,1823675392.0,11330412.0 | |
| 48,0.007940054146270152,0.9999845926291138,0.9999819818531521,0.9999794238683127,0.9999846390168969,1301468.2161737448,3393631.926864031,141389.29268399952,4836489.4357217755,118947004.62945792,0.9584860720863277,1.5187020301818848,183.91468164054834,480.0,20.0,143.99860762610226,0.12927365503434476,0.00020675835353703832,6.944511592754684,1015,146.15858674049377,7073.271068096161,1823675392.0,11330412.0 | |
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