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a55962d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | dataset,method_group,variant_name,epochs_run,best_top1,best_top5,status,final_f1,total_energy_j,total_energy_kwh,total_co2_kg,total_time_sec,peak_vram_mb,num_params,model_name,batch_size,amp_enabled
cifar10,individual_methods,M0_baseline_fp32,50,0.7565,0.9839,completed,0.7104833801514389,748873.5835577279,0.20802043987714663,0.09880970894164465,9714.074770212173,3274.1494140625,,effnetv2_s,64,False
cifar10,individual_methods,M1_cache_only,50,0.7582,0.9851,completed,0.7211660263438614,706609.5648886206,0.1962804346912835,0.09323320647835964,9440.229766607285,3279.6494140625,,effnetv2_s,64,False
cifar10,individual_methods,M2_amp_only,50,0.8013,0.9909,completed,0.7825241449345911,355110.9907349747,0.0986419418708263,0.04685492238864247,4774.621376514435,4141.09326171875,,effnetv2_s,128,True
cifar10,individual_methods,M3_grad_accum_only,50,0.8036,0.9903,completed,0.8046504166810449,703650.7162640394,0.1954585322955665,0.09284280284039406,9402.74931025505,3377.6591796875,,effnetv2_s,64,False
cifar10,individual_methods,M4_l1_sparsity_only,50,0.7394,0.9837,completed,0.7115685968521982,755073.0795135935,0.2097425220871093,0.09962769799137693,9834.075927495956,4436.50146484375,,effnetv2_s,64,False
cifar10,individual_methods,M5_adaptive_lr_only,50,0.8841,0.9969,completed,0.8835350810369855,706780.1941463734,0.19632783170732596,0.09325572006097982,9453.784047603607,4275.3671875,,effnetv2_s,64,False
cifar10,individual_methods,M6_eag_only,50,0.759,0.9854,completed,0.7489919392263508,748944.6195198044,0.20804017208883455,0.0988190817421964,9713.186405181885,3274.1494140625,,effnetv2_s,64,False
cifar10,individual_methods,M7_full_e2am,50,0.8974,0.9967,completed,0.8970660158012633,361860.22222248797,0.10051672839513555,0.04774544598768936,4846.892284154892,3517.29150390625,,effnetv2_s,128,True
cifar100,individual_methods,M0_baseline_fp32,50,0.39,0.7104,completed,0.348462858126309,716245.9146040115,0.1989571985011143,0.09450466928802921,9331.550752878189,4357.7666015625,,effnetv2_s,64,False
cifar100,individual_methods,M1_cache_only,50,0.419,0.7465,completed,0.39069131493658227,717076.1133236968,0.19918780925658244,0.09461420939687662,9688.777062177658,3275.48974609375,,effnetv2_s,64,False
cifar100,individual_methods,M2_amp_only,50,0.524,0.8238,completed,0.510377780408308,344278.61732102185,0.0956329492558394,0.045425650896523714,4607.844691991806,4141.994140625,,effnetv2_s,128,True
cifar100,individual_methods,M3_grad_accum_only,50,0.5408,0.8365,completed,0.5297944322806143,714388.122358892,0.1984411450996922,0.09425954392235378,9629.036025047302,4357.7666015625,,effnetv2_s,64,False
cifar100,individual_methods,M4_l1_sparsity_only,50,0.4378,0.7671,completed,0.40693517854586914,726744.9364938159,0.2018735934705044,0.09588995689848955,9629.383927822113,4437.841796875,,effnetv2_s,64,False
cifar100,individual_methods,M5_adaptive_lr_only,50,0.5975,0.8641,completed,0.5931944356967066,718248.7766084878,0.1995135490579133,0.09476893580250875,9677.77730679512,4357.7666015625,,effnetv2_s,64,False
cifar100,individual_methods,M6_eag_only,50,0.401,0.7281,completed,0.35379156609108425,719728.6732300554,0.19992463145279316,0.09496419994007675,9519.850924015045,4357.7666015625,,effnetv2_s,64,False
cifar100,individual_methods,M7_full_e2am,50,0.709,0.9254,completed,0.709077639234033,368820.7558532579,0.1024502099592383,0.04866384973063821,4969.657219171524,3511.8818359375,,effnetv2_s,128,True
tiny_imagenet,individual_methods,M0_baseline_fp32,50,0.2462,0.517,completed,0.22385366809432974,1422660.698390391,0.39518352733066414,0.18771217548206537,18948.88562297821,4358.75732421875,,effnetv2_s,64,False
tiny_imagenet,individual_methods,M1_cache_only,50,0.2451,0.5128,completed,0.1829452299811285,1419903.9479109242,0.3944177633085901,0.18734843757158012,19007.647489786148,4358.75732421875,,effnetv2_s,64,False
tiny_imagenet,individual_methods,M2_amp_only,50,0.3541,0.6305,completed,0.29404092167122764,697223.2055240303,0.19367311264556397,0.09199472850664284,9387.331252336502,4229.9833984375,,effnetv2_s,128,True
tiny_imagenet,individual_methods,M3_grad_accum_only,50,0.3467,0.6401,completed,0.32429801105572165,1411645.6268399907,0.39212378523333075,0.18625879798583214,18791.001306295395,3383.490234375,,effnetv2_s,64,False
tiny_imagenet,individual_methods,M4_l1_sparsity_only,50,0.244,0.5172,completed,0.21034926513662713,1459562.137277583,0.4054339270215508,0.19258111533523645,19502.241866350174,4440.33251953125,,effnetv2_s,64,False
tiny_imagenet,individual_methods,M5_adaptive_lr_only,50,0.4611,0.7419,completed,0.449640824435746,1432503.4575608147,0.3979176271002263,0.18901087287260743,19208.21226501465,4358.75732421875,,effnetv2_s,64,False
tiny_imagenet,individual_methods,M6_eag_only,50,0.2606,0.5416,completed,0.2092075670152726,1437299.678006703,0.3992499105574175,0.1896437075147733,19318.716631412506,3285.48046875,,effnetv2_s,64,False
tiny_imagenet,individual_methods,M7_full_e2am,50,0.5805,0.8162,completed,0.575147313173946,721653.1458821703,0.20045920718949176,0.09521812341500858,9682.665334701538,3519.12255859375,,effnetv2_s,128,True
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