| 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,cumulative_ablation,C5_cache_amp_gradaccum_adaptivelr_l1,0.5708,0.5708,0.5653354983135468,739216.8172919098,0.2053380048033083,9943.097280025482,0.09753555228157143,3518.37255859375,20433688,20433688,,78.53614807128906 |
| effnetv2_s,tiny_imagenet,cumulative_ablation,C3_cache_amp_gradaccum,0.4436,0.4436,0.439476251604306,724321.9327641955,0.20120053687894318,9765.76681804657,0.09557025501749802,3453.76123046875,20433688,20433688,,78.53614807128906 |
| effnetv2_s,tiny_imagenet,cumulative_ablation,C2_cache_amp,0.3465,0.3288,0.3187290301283518,712632.4652320796,0.19795346256446655,9632.562858581543,0.09402789471812158,4146.99609375,20433688,20433688,,78.53614807128906 |
| effnetv2_s,tiny_imagenet,cumulative_ablation,C1_cache,0.2502,0.2028,0.1949103022392003,1445139.206839809,0.4014275574555025,19311.573588371277,0.1906780897913636,4358.75732421875,20433688,20433688,,78.53614807128906 |
| effnetv2_s,tiny_imagenet,cumulative_ablation,C0_baseline,0.2475,0.2367,0.21126754685035634,1482909.3487123142,0.4119192635311984,19800.469193696976,0.19566165017731924,4358.75732421875,20433688,20433688,,78.53614807128906 |
| effnetv2_s,tiny_imagenet,cumulative_ablation,C6_full_e2am,0.5708,0.5708,0.5653354983135468,738944.0320090081,0.20526223111361336,9939.098759174347,0.09749955977896638,3518.37255859375,20433688,20433688,,78.53614807128906 |
| effnetv2_s,tiny_imagenet,cumulative_ablation,C4_cache_amp_gradaccum_adaptivelr,0.5738,0.5738,0.5686480650736732,729532.9497632972,0.2026480416009159,9831.056418895721,0.09625781976043499,4228.9833984375,20433688,20433688,,78.53614807128906 |
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