Shanmuk4622/E2AM_MobileViTv2
E2AM Ablation Results: MobileViTv2 Energy-aware training ablation study for MobileViTv2 across three image-classification datasets: CIFAR-10, CIFAR-100, and Tiny-ImageNet. Each dataset has 15 training variants (8 individual-method M0..M7, 7 cumulative ablation C0..C6) at 50 epochs, plus a 5-variant deployment pipeline (FP32 baseline, structured pruning, pruning+finetune, INT8 quantization, pruned+INT8). Status: 45 completed variants, 0 partial. Quick links… See the full description on the dataset page: https://huggingface.co/datasets/Shanmuk4622/E2AM_MobileViTv2.
Generate dataset card + paper tables + plots (21 files)
Bulk migration batch 4
Bulk migration batch 3
Bulk migration batch 2
Bulk migration batch 1
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C6_full_e2am/classification_report.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C6_full_e2am/checkpoints/checkpoint_last.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C6_full_e2am/best_model.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/metrics_summary.json
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/history.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/gpu_power_trace.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/final_model.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/figures/loss_curve.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/figures/gpu_power_trace.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/figures/epoch_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/figures/cumulative_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/figures/accuracy_vs_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/figures/accuracy_curve.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/config.yaml
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/classification_report.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/checkpoints/checkpoint_last.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C5_cache_amp_gradaccum_adaptivelr_l1/best_model.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/metrics_summary.json
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/history.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/gpu_power_trace.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/final_model.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/figures/loss_curve.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/figures/gpu_power_trace.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/figures/epoch_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/figures/cumulative_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/figures/accuracy_vs_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/figures/accuracy_curve.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/config.yaml
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/classification_report.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/checkpoints/checkpoint_last.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C4_cache_amp_gradaccum_adaptivelr/best_model.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/metrics_summary.json
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/history.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/gpu_power_trace.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/final_model.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/figures/loss_curve.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/figures/gpu_power_trace.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/figures/epoch_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/figures/cumulative_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/figures/accuracy_vs_energy.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/figures/accuracy_curve.png
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/config.yaml
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/classification_report.csv
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/checkpoints/checkpoint_last.pt
Migrate from Shanmuk4622/E2AM_MobileViTv2_CIFAR100: runs/cifar100/cumulative_ablation/C3_cache_amp_gradaccum/best_model.pt