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paper_tables/individual_method_study.csv
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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
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resnet50_cifar,cifar10,individual_methods,M4_l1_sparsity_only,0.8387,0.8235,0.8221157353804049,568184.2145447598,0.1578289484846555,7447.2948932647705,0.07496875053021136,3752.3759765625,23520842.0,23520842.0,,89.92793273925781
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resnet50_cifar,cifar10,individual_methods,M7_full_e2am,0.9088,0.907,0.9070689474383503,238963.0093223521,0.06637861370065336,3191.7688920497894,0.03152984150781035,4589.37060546875,23520842.0,23520842.0,,89.92793273925781
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resnet50_cifar,cifar10,individual_methods,M0_baseline_fp32,0.7249,,,,,,,3555.431640625,,,,
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resnet50_cifar,cifar10,individual_methods,M1_cache_only,0.8543,0.7971,0.7878452187546354,561933.9330352161,0.1560927591764489,7368.660715579987,0.07414406060881318,3716.181640625,23520842.0,23520842.0,,89.92793273925781
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resnet50_cifar,cifar10,individual_methods,M5_adaptive_lr_only,0.9397,0.9383,0.9384660972978478,560301.802493801,0.1556393895816114,7368.432025909424,0.0739287100512654,3716.181640625,23520842.0,23520842.0,,89.92793273925781
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resnet50_cifar,cifar10,individual_methods,M3_grad_accum_only,0.872,0.8612,0.8616352741850198,558640.7270791607,0.15517797974421133,7331.690071582794,0.0737095403785004,3753.99609375,23520842.0,23520842.0,,89.92793273925781
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resnet50_cifar,cifar10,individual_methods,M6_eag_only,0.8452,0.8452,0.8421051133901087,579947.2916568541,0.16109646990468168,7653.851685285568,0.0765208232047238,3738.3798828125,23520842.0,23520842.0,,89.92793273925781
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