model_name stringclasses 1
value | dataset_name stringclasses 1
value | method_group stringclasses 2
values | variant_name stringlengths 8 36 | best_accuracy float64 0.13 0.59 | final_accuracy float64 0.09 0.59 | final_f1_score float64 0.07 0.58 | total_energy_j float64 1.78M 3.75M | total_energy_kwh float64 0.49 1.04 | total_time_sec float64 23.4k 49.9k | total_co2_kg float64 0.23 0.5 | peak_vram_mb float64 5.43k 14.6k | num_parameters int64 4.49M 4.49M | nonzero_parameters int64 4.49M 4.49M | flops_or_macs float64 | model_size_mb float64 17.2 17.2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
mobilevitv2_100 | tiny_imagenet | cumulative_ablation | C4_cache_amp_gradaccum_adaptivelr | 0.5824 | 0.5824 | 0.580189 | 1,806,615.045666 | 0.501838 | 23,976.083394 | 0.238373 | 6,401.339355 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | cumulative_ablation | C5_cache_amp_gradaccum_adaptivelr_l1 | 0.5857 | 0.5857 | 0.582411 | 1,873,696.778773 | 0.520471 | 24,837.708094 | 0.247224 | 6,401.339355 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | cumulative_ablation | C0_baseline | 0.1374 | 0.0942 | 0.068139 | 3,691,439.150027 | 1.0254 | 48,707.807676 | 0.487065 | 14,573.821777 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | cumulative_ablation | C2_cache_amp | 0.2375 | 0.2173 | 0.202107 | 1,775,637.585451 | 0.493233 | 23,429.21451 | 0.234286 | 6,403.214355 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | cumulative_ablation | C1_cache | 0.1351 | 0.0964 | 0.073617 | 3,436,451.460375 | 0.95457 | 45,416.209448 | 0.453421 | 14,573.821777 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | cumulative_ablation | C3_cache_amp_gradaccum | 0.3793 | 0.3573 | 0.3545 | 1,778,928.418917 | 0.494147 | 23,519.964967 | 0.23472 | 6,401.339355 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | cumulative_ablation | C6_full_e2am | 0.5761 | 0.5761 | 0.573284 | 1,866,487.633495 | 0.518469 | 24,824.406507 | 0.246273 | 6,401.339355 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | individual_methods | M0_baseline_fp32 | 0.1359 | 0.1116 | 0.088079 | 3,597,125.782513 | 0.999202 | 47,630.410034 | 0.474621 | 14,573.821777 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | individual_methods | M4_l1_sparsity_only | 0.1391 | 0.0976 | 0.07563 | 3,754,077.773631 | 1.042799 | 49,937.850217 | 0.49533 | 14,576.101563 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | individual_methods | M2_amp_only | 0.2424 | 0.1964 | 0.182652 | 1,888,988.258468 | 0.524719 | 25,279.024132 | 0.249242 | 5,430.872559 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | individual_methods | M1_cache_only | 0.1416 | 0.0949 | 0.072144 | 3,577,905.800584 | 0.993863 | 46,971.909381 | 0.472085 | 14,573.821777 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | individual_methods | M7_full_e2am | 0.5835 | 0.5835 | 0.581187 | 1,896,052.817716 | 0.526681 | 25,136.674054 | 0.250174 | 6,401.339355 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | individual_methods | M3_grad_accum_only | 0.264 | 0.2451 | 0.224093 | 3,475,016.248662 | 0.965282 | 45,544.975206 | 0.458509 | 14,573.821777 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | individual_methods | M5_adaptive_lr_only | 0.3614 | 0.3614 | 0.344721 | 3,494,204.237106 | 0.970612 | 45,838.229471 | 0.461041 | 14,573.821777 | 4,491,441 | 4,491,441 | null | 17.193005 |
mobilevitv2_100 | tiny_imagenet | individual_methods | M6_eag_only | 0.1279 | 0.1042 | 0.081058 | 3,518,086.603514 | 0.977246 | 46,599.575219 | 0.464192 | 14,573.821777 | 4,491,441 | 4,491,441 | null | 17.193005 |
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