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
mobilevitv2_100,tiny_imagenet,individual_methods,M0_baseline_fp32,0.1359,0.1116,0.0880786550442287,3597125.7825126327,0.9992016062535091,47630.41003417969,0.4746207629704168,14573.82177734375,4491441,4491441,,17.193004608154297
mobilevitv2_100,tiny_imagenet,individual_methods,M4_l1_sparsity_only,0.1391,0.0976,0.07562992257086693,3754077.7736306796,1.0427993815640777,49937.85021686554,0.4953297062429367,14576.1015625,4491441,4491441,,17.193004608154297
mobilevitv2_100,tiny_imagenet,individual_methods,M2_amp_only,0.2424,0.1964,0.18265186423879132,1888988.2584683197,0.5247189606856444,25279.024131536484,0.24924150632568104,5430.87255859375,4491441,4491441,,17.193004608154297
mobilevitv2_100,tiny_imagenet,individual_methods,M1_cache_only,0.1416,0.0949,0.07214373553489287,3577905.8005840285,0.9938627223844524,46971.9093811512,0.472084793132615,14573.82177734375,4491441,4491441,,17.193004608154297
mobilevitv2_100,tiny_imagenet,individual_methods,M7_full_e2am,0.5835,0.5835,0.5811873882007242,1896052.8177155259,0.5266813382543127,25136.674053907394,0.2501736356707985,6401.33935546875,4491441,4491441,,17.193004608154297
mobilevitv2_100,tiny_imagenet,individual_methods,M3_grad_accum_only,0.264,0.2451,0.2240934958776409,3475016.248662319,0.9652822912950886,45544.97520637512,0.458509088365167,14573.82177734375,4491441,4491441,,17.193004608154297
mobilevitv2_100,tiny_imagenet,individual_methods,M5_adaptive_lr_only,0.3614,0.3614,0.34472128974673455,3494204.2371056797,0.9706122880849111,45838.22947072983,0.4610408368403326,14573.82177734375,4491441,4491441,,17.193004608154297
mobilevitv2_100,tiny_imagenet,individual_methods,M6_eag_only,0.1279,0.1042,0.08105789467121183,3518086.603514093,0.9772462787539147,46599.57521867752,0.46419198240810955,14573.82177734375,4491441,4491441,,17.193004608154297