model_name,dataset_name,method_group,variant_name,best_accuracy,final_accuracy,final_f1_score,total_energy_j,total_energy_kwh,total_time_sec,total_co2_kg,peak_vram_mb,num_parameters,nonzero_parameters,flops_or_macs,model_size_mb
effnetv2_s,tiny_imagenet,individual_methods,M0_baseline_fp32,0.2462,0.2397,0.22385366809432974,1422660.698390391,0.39518352733066414,18948.88562297821,0.18771217548206537,4358.75732421875,20433688,20433688,,78.53614807128906
effnetv2_s,tiny_imagenet,individual_methods,M4_l1_sparsity_only,0.244,0.2333,0.21034926513662713,1459562.137277583,0.4054339270215508,19502.241866350174,0.19258111533523645,4440.33251953125,20433688,20433688,,78.53614807128906
effnetv2_s,tiny_imagenet,individual_methods,M3_grad_accum_only,0.3467,0.3352,0.32429801105572165,1411645.6268399907,0.39212378523333075,18791.001306295395,0.18625879798583214,3383.490234375,20433688,20433688,,78.53614807128906
effnetv2_s,tiny_imagenet,individual_methods,M6_eag_only,0.2606,0.2292,0.2092075670152726,1437299.678006703,0.3992499105574175,19318.716631412506,0.1896437075147733,3285.48046875,20433688,20433688,,78.53614807128906
effnetv2_s,tiny_imagenet,individual_methods,M7_full_e2am,0.5805,0.5805,0.575147313173946,721653.1458821703,0.20045920718949176,9682.665334701538,0.09521812341500858,3519.12255859375,20433688,20433688,,78.53614807128906
effnetv2_s,tiny_imagenet,individual_methods,M1_cache_only,0.2451,0.1981,0.1829452299811285,1419903.9479109242,0.3944177633085901,19007.647489786148,0.18734843757158012,4358.75732421875,20433688,20433688,,78.53614807128906
effnetv2_s,tiny_imagenet,individual_methods,M5_adaptive_lr_only,0.4611,0.4611,0.449640824435746,1432503.4575608147,0.3979176271002263,19208.21226501465,0.18901087287260743,4358.75732421875,20433688,20433688,,78.53614807128906
effnetv2_s,tiny_imagenet,individual_methods,M2_amp_only,0.3541,0.316,0.29404092167122764,697223.2055240303,0.19367311264556397,9387.331252336502,0.09199472850664284,4229.9833984375,20433688,20433688,,78.53614807128906