| epoch,status,loss,accuracy,f1_score,precision,recall,energy_gpu_j,energy_cpu_j,energy_ram_j,total_energy_j,cumulative_total_energy_j,carbon_kg,vram_gb,latency_ms,eag_metric,model_flops,model_params | |
| 1,FROZEN,2.541307513936987,0.5998882961308091,0.5899496656203063,0.6500680805008405,0.5731323691658038,7074.5556596406805,28053.210288193077,1165.1803960069083,36292.94634384067,36292.94634384067,3.969394853248573e-05,0.5657358169555664,144.30627623215096,0.016529060232460764,1823675392.0,11330412.0 | |
| 2,FROZEN,0.7396527044291566,0.8613523871887218,0.8542951843688449,0.8603371862192328,0.8513927432482234,13594.956875950003,52945.04404820502,2202.3004740080796,68742.30139816311,105035.24774200378,7.51841238749797e-05,0.5657358169555664,127.27676530189702,0.012530165119140721,1823675392.0,11330412.0 | |
| 3,FROZEN,0.5370359831842882,0.8859657569863066,0.8813303043575945,0.8844239107637452,0.8796138333412639,20203.919163120077,77683.50782420486,3233.0294580082405,101120.45644533318,206155.70418733696,0.00011059642707690278,0.5657358169555664,126.51400084566014,0.008761488902745107,1823675392.0,11330412.0 | |
| 4,FROZEN,0.446792826717123,0.9017776322631589,0.8981861110654842,0.9002749950272153,0.8969726493332564,26850.43348033247,102352.03992024064,4260.845820009708,133463.31922058284,339619.0234079198,0.00014597013077764646,0.5657358169555664,126.14794200277093,0.006756745130643251,1823675392.0,11330412.0 | |
| 5,FROZEN,0.3894404841247451,0.9119272769292992,0.9089816560507327,0.9108917362980045,0.9078517452223192,33501.37080107629,126958.52438421918,5286.073244009167,165745.96842930466,505364.99183722446,0.0001812779783148241,0.5657358169555664,125.83626197476691,0.0055019575171040246,1823675392.0,11330412.0 | |
| 6,FROZEN,0.3502146749587482,0.9200354370895364,0.9170492160882073,0.9183950861618875,0.916280430036079,40191.3371530398,151657.04856019467,6315.139220007695,198163.52493324218,703528.5167704667,0.0002167333752733746,0.5657358169555664,126.24328359594486,0.004642809202144947,1823675392.0,11330412.0 | |
| 7,FROZEN,0.31941418188252474,0.9265835949386592,0.9242259870297062,0.9254213175900423,0.9235064192470295,46866.68149330586,176197.45411220938,7337.617086009122,230401.75269152437,933930.269461991,0.00025199263863800303,0.5657358169555664,125.47406656988736,0.004021599593381673,1823675392.0,11330412.0 | |
| 8,FROZEN,0.2934500014987485,0.9329969377732411,0.9309525288092336,0.9320954963728793,0.9303149975152443,53562.082849639126,200738.28878419474,8360.112600009888,262660.48423384374,1196590.753695835,0.0002872743271907268,0.5657358169555664,125.48789367299948,0.003552102405105612,1823675392.0,11330412.0 | |
| 9,FROZEN,0.2713648126336741,0.9383895383548716,0.9364907650384692,0.9374739394074645,0.9359214502106147,60303.195242515525,225459.0768481605,9390.106664008928,295152.37875468493,1491743.1324505198,0.0003228110283616448,0.5657358169555664,126.40930690201633,0.0031793392359368766,1823675392.0,11330412.0 | |
| 10,UNFROZEN,0.23591791820056332,0.947036958573272,0.945480822256673,0.9463266268372608,0.9454916315685591,78209.00756715047,270732.0124801621,11276.44069400849,360217.46074132103,1851960.593191841,0.00039397334158832527,1.9149975776672363,231.82801718782324,0.0026290701084402935,1823675392.0,11330412.0 | |
| 11,FINE-TUNING,0.19800723454194702,0.9614814244169251,0.9604287936939566,0.9608326821188283,0.9603418937761747,96012.95481030832,315933.9543841593,13159.816442008598,425106.7256364762,2277067.3188283173,0.00046494336195142125,1.9149975776672363,231.49956858216837,0.0022617412673896905,1823675392.0,11330412.0 | |
| 12,FINE-TUNING,0.17269079398198667,0.9699555110452015,0.9688556113020328,0.9693429647453655,0.9686083912061758,113817.06005356876,361416.2611201219,15054.852258008907,490288.1734316996,2767355.492260017,0.0005362329455951476,1.9149975776672363,232.92187105845935,0.0019783375647349217,1823675392.0,11330412.0 | |
| 13,FINE-TUNING,0.1501382905164082,0.9775244111472757,0.9766374652879849,0.9771094498985038,0.9763858342082744,131620.97529669837,406862.94696014374,16948.41636600904,555432.3386228512,3322787.8308828683,0.0006074817528920554,1.9149975776672363,232.72640188339307,0.0017599342767311086,1823675392.0,11330412.0 | |
| 14,FINE-TUNING,0.13160865585058193,0.9833792346359032,0.9825979825748722,0.9829790761345424,0.9823482848996968,149404.02552313116,452277.0308641345,18840.629198008683,620521.6855852744,3943309.5164681426,0.0006786706049588429,1.9149975776672363,232.55567127847905,0.0015847620759754473,1823675392.0,11330412.0 | |
| 15,FINE-TUNING,0.11496521475646883,0.9880207229936637,0.9873814107308718,0.9876086752257938,0.9872815927620036,167192.60275396693,497758.4961601161,20735.630392008465,685686.7293060916,4628996.245774234,0.000749942247306786,1.9149975776672363,232.9212321436464,0.001440921459853148,1823675392.0,11330412.0 | |
| 16,FINE-TUNING,0.10230321236174976,0.9910829497525182,0.9906285377031819,0.9908198344865131,0.9905198482535368,184983.52898670448,543298.9405921475,22633.11006200966,750915.5796408616,5379911.825415095,0.0008212836755692229,1.9149975776672363,233.18767665054997,0.0013198327170499257,1823675392.0,11330412.0 | |
| 17,FINE-TUNING,0.0904126102058905,0.9943570286770795,0.9941378905342064,0.9942787548389291,0.9940413879598494,202781.51522507812,588656.0511841066,24522.950560008176,815960.5169691929,6195872.342384288,0.0008924239563871157,1.9149975776672363,232.222016221784,0.0012186337549401575,1823675392.0,11330412.0 | |
| 18,FINE-TUNING,0.08064160686848786,0.9958014752614448,0.9956242309698164,0.9957409968866076,0.9955402399049657,220572.03245749406,634068.4942080639,26415.07313800743,881055.5998035654,7076927.942187853,0.000963619081832862,1.9149975776672363,232.5741839526322,0.001130236815342258,1823675392.0,11330412.0 | |
| 19,FINE-TUNING,0.07260436327953644,0.9971496254068525,0.9970079441341223,0.9971454487528103,0.9968916209476326,238365.81069250117,679512.8661600687,28308.549582008272,946187.2264345781,8023115.168622431,0.0010348541755845506,1.9149975776672363,232.69388945819122,0.001053860797893363,1823675392.0,11330412.0 | |
| 20,FINE-TUNING,0.06567304875940232,0.9978237004795563,0.9977113784177299,0.9977861711652588,0.9976559296233288,256143.89691495488,724967.6203200594,30202.45269800769,1011313.9699330219,9034429.138555454,0.0011060839286066377,1.9149975776672363,232.78121173088186,0.0009866606515340048,1823675392.0,11330412.0 | |