| 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 |
| convnextv2_tiny,tiny_imagenet,individual_methods,M1_cache_only,0.3857,0.3641,0.360327346562587,777540.8448105594,0.21598356800293317,10144.64348936081,0.10259219480139328,1257.3134765625,28020296,28020296,,106.88894653320312 |
| convnextv2_tiny,tiny_imagenet,individual_methods,M7_full_e2am,0.3962,0.3953,0.3892697680125735,393984.7893607539,0.10944021926687608,5169.171987295151,0.05198410415176616,1756.89208984375,28020296,28020296,,106.88894653320312 |
| convnextv2_tiny,tiny_imagenet,individual_methods,M3_grad_accum_only,0.383,0.3688,0.36039888073588555,750843.45984918,0.20856762773588333,9804.91443514824,0.09906962317454454,1339.6689453125,28020296,28020296,,106.88894653320312 |
| convnextv2_tiny,tiny_imagenet,individual_methods,M6_eag_only,0.3906,0.3592,0.3572214264291273,765767.611924286,0.21271322553452388,10251.580172538757,0.10103878212889886,1256.0634765625,28020296,28020296,,106.88894653320312 |
| convnextv2_tiny,tiny_imagenet,individual_methods,M5_adaptive_lr_only,0.4153,0.4146,0.41014251468097496,777880.1432849868,0.216077817579163,10152.56714105606,0.10263696335010243,2867.091796875,28020296,28020296,,106.88894653320312 |
| convnextv2_tiny,tiny_imagenet,individual_methods,M0_baseline_fp32,0.3906,0.3651,0.36028503550712393,767680.4482157279,0.2132445689488133,10299.628995418549,0.1012911702506863,1256.0634765625,28020296,28020296,,106.88894653320312 |
| convnextv2_tiny,tiny_imagenet,individual_methods,M2_amp_only,0.3828,0.3653,0.36046971743601985,396534.9632481543,0.1101486009022651,5223.201581478119,0.0523205854285759,1545.73193359375,28020296,28020296,,106.88894653320312 |
| convnextv2_tiny,tiny_imagenet,individual_methods,M4_l1_sparsity_only,0.3915,0.3707,0.3656999878848552,789121.8309974418,0.2192005086104005,10568.99105978012,0.10412024158994021,2862.591796875,28020296,28020296,,106.88894653320312 |
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