| 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,grad_norm,model_flops,model_params,batch_size,accumulation_steps,effective_batch_size | |
| 1,FROZEN,2.3965598261121457,0.6562024536332647,0.6550357576734666,0.7293091612858288,0.6304695276218168,19102.50328199652,46833.139727432266,1945.9154259925708,67881.55843542135,67881.55843542135,7.424272092193535e-05,0.4233670234680176,120.55436173096079,0.009666873724732444,1.132851752904382,2896290304.0,7261356.0,64,8,512 | |
| 2,FROZEN,0.5861376116575279,0.896192438803613,0.891507745339137,0.8961497850860936,0.8890833315143079,38542.80983422598,93940.79135941339,3908.6958099924964,136392.29700363186,204273.8554390532,0.00014917358227677977,0.4233670234680176,120.5976743416246,0.0065706968684584085,0.6022066125775328,2896290304.0,7261356.0,64,8,512 | |
| 3,FROZEN,0.4065987664490498,0.9194576584557903,0.9160865668841249,0.9185129300996926,0.9147207760059861,58160.59852844972,141086.30073543635,5873.0534559930675,205119.95271987913,409393.80815893237,0.00022434168802695136,0.4233670234680176,120.7017748813911,0.004482536419611223,0.5022037908582404,2896290304.0,7261356.0,64,8,512 | |
| 4,FROZEN,0.3285786483271662,0.9322073069737881,0.9298158155418241,0.9315094083260855,0.9288935888326656,77761.89320946543,188258.25715145093,7838.491227992345,273858.64158890874,683252.4497478411,0.0002995218608436692,0.4233670234680176,120.76093028918864,0.003403972580763515,0.44978649102815305,2896290304.0,7261356.0,64,8,512 | |
| 5,FROZEN,0.27965157576309047,0.9412976908113938,0.9389951850686218,0.9402446848736645,0.9382902243785652,97328.74586293435,235403.74651143327,9802.847871992271,342535.3402463599,1025787.7899942009,0.0003746342343628431,0.4233670234680176,120.66691438552782,0.002748030875104418,0.41366482253121856,2896290304.0,7261356.0,64,8,512 | |
| 6,FROZEN,0.24566739570955043,0.9488280723378849,0.9470468912975444,0.948111948598225,0.9464272426002807,116874.87849982716,282476.54227143154,11764.175747993868,411115.5965192526,1436903.3865134534,0.0004496411279076786,0.4233670234680176,120.50924952981507,0.002307934995342487,0.38917929848822036,2896290304.0,7261356.0,64,8,512 | |
| 7,FROZEN,0.21781046600470988,0.9545673400997631,0.9528546143539901,0.9537369605974517,0.9523838017630321,136408.30212655573,329615.35142345354,13728.251991993748,479751.905542003,1916655.2920554564,0.000524709326890405,0.4233670234680176,120.68645120254291,0.0019897103671142986,0.3682136535644531,2896290304.0,7261356.0,64,8,512 | |
| 8,FROZEN,0.19619026651670193,0.9603643857250159,0.9591682103164351,0.9602129828560654,0.9584908614219543,155928.05774234363,376769.4444474578,15692.96758799348,548390.4697777949,2465045.7618332515,0.0005997799924215771,0.4233670234680176,120.71834732159017,0.0017512419318923445,0.34908650830240534,2896290304.0,7261356.0,64,8,512 | |
| 9,FROZEN,0.1795832677904902,0.9643317990100726,0.9632322141936125,0.9638656083104961,0.9628973179981447,175448.8753589868,423857.660207469,17654.938371994067,616961.4739384499,3082007.235771701,0.0006747767668412387,0.4233670234680176,120.54593985891107,0.0015630340624903875,0.3320512039826648,2896290304.0,7261356.0,64,8,512 | |
| 10,UNFROZEN,0.1526100857256742,0.9704562525277816,0.9694626050614946,0.9701341953970969,0.9693287107406839,232736.3001888813,550084.0591674484,22914.333379992753,805734.6927363225,3887741.9285080237,0.0008812398729303396,4.209683418273926,323.588866024769,0.0012044364742841778,1.3273560422481876,2896290304.0,7261356.0,64,8,512 | |
| 11,FINE-TUNING,0.12845953318102313,0.9777555226007743,0.9770252577948637,0.9775816958993551,0.9767140029814573,290115.7170923824,676430.2093914896,28178.716547994412,994724.6430318664,4882466.57153989,0.0010879400203671569,4.209683418273926,323.8789920736416,0.0009829408866564608,1.1846630508356755,2896290304.0,7261356.0,64,8,512 | |
| 12,FINE-TUNING,0.11320676296270393,0.9831096046068216,0.9825318585732846,0.9830538137394831,0.9821850021519263,347554.2560431862,802734.483743515,33441.33134399541,1183730.0711306967,6066196.642670587,0.0012946570960280209,4.209683418273926,323.79874924720804,0.0008305183999150729,1.0835474936088714,2896290304.0,7261356.0,64,8,512 | |
| 13,FINE-TUNING,0.10102894801756578,0.986922943589546,0.9863934978735199,0.9867671857923419,0.9861829057200027,405073.07105819875,929111.2505755016,38706.98840599507,1372891.3100396954,7439087.952710282,0.0015015445834879453,4.209683418273926,323.9487371421212,0.0007188645862730462,1.0012786447411717,2896290304.0,7261356.0,64,8,512 | |
| 14,FINE-TUNING,0.08995553950224017,0.9894459102902374,0.989057311001989,0.9893000115337789,0.9889145242468131,462549.6280394032,1055402.6755674744,43969.073149994954,1561921.3767568725,9001009.329467155,0.0017082886066454195,4.209683418273926,323.7537823874375,0.0006334799721767646,0.9261489841017393,2896290304.0,7261356.0,64,8,512 | |
| 15,FINE-TUNING,0.08161795412057213,0.9918533212641797,0.9915803748373804,0.9918502262151605,0.9913880210279914,519863.74289065227,1181645.455103461,49229.150671993855,1750738.348666107,10751747.678133262,0.0019147995659381176,4.209683418273926,323.6271551089921,0.0005665342979548462,0.8642653539629266,2896290304.0,7261356.0,64,8,512 | |