dataset,method_group,variant_name,epochs_run,best_top1,best_top5,status,final_f1,total_energy_j,total_energy_kwh,total_co2_kg,total_time_sec,peak_vram_mb,num_params,model_name,batch_size,amp_enabled
cifar10,individual_methods,M0_baseline_fp32,50,0.6971,0.9752,completed,0.3627043826247287,1673100.0238765874,0.4647500066323854,0.2207562531503831,22137.97778558731,14572.30908203125,,mobilevitv2_100,32,False
cifar10,individual_methods,M1_cache_only,50,0.6739,0.9726,completed,0.604210361300152,1783428.9388962279,0.4953969274711744,0.2353135405488078,23559.515508413315,5878.09619140625,,mobilevitv2_100,32,False
cifar10,individual_methods,M2_amp_only,50,0.1,0.5,completed,0.01818181818181818,949809.7682214194,0.26383604672817207,0.1253221221958817,12604.734082698822,6390.27197265625,,mobilevitv2_100,64,True
cifar10,individual_methods,M3_grad_accum_only,50,0.7694,0.9864,completed,0.6722631116668174,1870616.1943992062,0.519615609555335,0.246817414538784,24864.942418575287,14572.30908203125,,mobilevitv2_100,32,False
cifar10,individual_methods,M4_l1_sparsity_only,50,0.6888,0.9756,completed,0.5466108958502662,1884255.4930691745,0.5234043036303262,0.248617044224405,25183.23460888863,14573.9326171875,,mobilevitv2_100,32,False
cifar10,individual_methods,M5_adaptive_lr_only,50,0.8682,0.994,completed,0.8674688310734492,1884161.087337382,0.5233780798159394,0.24860458791257112,24931.336966037754,14572.30908203125,,mobilevitv2_100,32,False
cifar10,individual_methods,M6_eag_only,50,0.6509,0.9743,completed,0.5917297446632602,1727996.4581756624,0.47999901615990626,0.2279995326759555,22936.595913648605,5878.09619140625,,mobilevitv2_100,32,False
cifar10,individual_methods,M7_full_e2am,50,0.9219,0.998,completed,0.9217025019083455,991434.1941450568,0.27539838726251575,0.13081423394969505,13151.041107416153,5444.515625,,mobilevitv2_100,64,True
cifar100,individual_methods,M0_baseline_fp32,50,0.2644,0.5753,completed,0.15859374777255814,1809573.0522353656,0.5026591811764904,0.23876311105883286,23951.70633888245,14572.84716796875,,mobilevitv2_100,32,False
cifar100,individual_methods,M1_cache_only,50,0.2719,0.5927,completed,0.18619575196012872,1806913.2574139887,0.5019203492816635,0.23841216590879008,23896.12451219559,14572.84716796875,,mobilevitv2_100,32,False
cifar100,individual_methods,M2_amp_only,50,0.4428,0.759,completed,0.38741841016272394,957004.4569790893,0.26583457138308036,0.12627142140696312,12850.731724023819,5429.2265625,,mobilevitv2_100,64,True
cifar100,individual_methods,M3_grad_accum_only,50,0.4483,0.769,completed,0.3820105213200666,1757600.1311709369,0.4882222586585936,0.2319055728628318,23150.279278993607,14572.84716796875,,mobilevitv2_100,32,False
cifar100,individual_methods,M4_l1_sparsity_only,50,0.256,0.5766,completed,0.14188433615812004,1807331.08464015,0.5020364124000417,0.23846729589001975,23947.29039287567,5879.291015625,,mobilevitv2_100,32,False
cifar100,individual_methods,M5_adaptive_lr_only,50,0.5651,0.8552,completed,0.5576241466784346,1855351.8672013357,0.5153755186670377,0.24480337136684288,24572.083281993866,14572.84716796875,,mobilevitv2_100,32,False
cifar100,individual_methods,M6_eag_only,50,0.2914,0.6035,completed,0.26164433061632975,1815907.7070850276,0.5044188075236188,0.2395989335737188,24010.79482102394,14572.84716796875,,mobilevitv2_100,32,False
cifar100,individual_methods,M7_full_e2am,50,0.7307,0.9269,completed,0.7304475878214555,992495.219747756,0.2756931165965989,0.1309542303833845,13298.367206335068,5446.7958984375,,mobilevitv2_100,64,True
tiny_imagenet,individual_methods,M0_baseline_fp32,50,0.1359,0.3553,completed,0.0880786550442287,3597125.7825126327,0.9992016062535091,0.4746207629704168,47630.41003417969,14573.82177734375,,mobilevitv2_100,32,False
tiny_imagenet,individual_methods,M1_cache_only,50,0.1416,0.3694,completed,0.07214373553489287,3577905.8005840285,0.9938627223844524,0.472084793132615,46971.9093811512,14573.82177734375,,mobilevitv2_100,32,False
tiny_imagenet,individual_methods,M2_amp_only,50,0.2424,0.5102,completed,0.18265186423879132,1888988.2584683197,0.5247189606856444,0.24924150632568104,25279.024131536484,5430.87255859375,,mobilevitv2_100,64,True
tiny_imagenet,individual_methods,M3_grad_accum_only,50,0.264,0.5354,completed,0.2240934958776409,3475016.248662319,0.9652822912950886,0.458509088365167,45544.97520637512,14573.82177734375,,mobilevitv2_100,32,False
tiny_imagenet,individual_methods,M4_l1_sparsity_only,50,0.1391,0.3658,completed,0.07562992257086693,3754077.7736306796,1.0427993815640777,0.4953297062429367,49937.85021686554,14576.1015625,,mobilevitv2_100,32,False
tiny_imagenet,individual_methods,M5_adaptive_lr_only,50,0.3614,0.6346,completed,0.34472128974673455,3494204.2371056797,0.9706122880849111,0.4610408368403326,45838.22947072983,14573.82177734375,,mobilevitv2_100,32,False
tiny_imagenet,individual_methods,M6_eag_only,50,0.1279,0.3483,completed,0.08105789467121183,3518086.603514093,0.9772462787539147,0.46419198240810955,46599.57521867752,14573.82177734375,,mobilevitv2_100,32,False
tiny_imagenet,individual_methods,M7_full_e2am,50,0.5835,0.8155,completed,0.5811873882007242,1896052.8177155259,0.5266813382543127,0.2501736356707985,25136.674053907394,6401.33935546875,,mobilevitv2_100,64,True