e2am: batch upload 13 files (322489 KB)
Browse files- runs/tiny_imagenet/cumulative_ablation/C0_baseline/best_model.pt +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/checkpoints/checkpoint_last.pt +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/config.yaml +33 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/accuracy_curve.png +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/accuracy_vs_energy.png +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/cumulative_energy.png +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/epoch_energy.png +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/gpu_power_trace.png +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/loss_curve.png +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/final_model.pt +3 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/gpu_power_trace.csv +0 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/history.csv +4 -0
- runs/tiny_imagenet/cumulative_ablation/C0_baseline/metrics_summary.json +27 -0
runs/tiny_imagenet/cumulative_ablation/C0_baseline/best_model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a0c01d8f628d1b104561a21152911a089531bfde22e4120fdf828b490e9513c
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size 82657563
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/checkpoints/checkpoint_last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e3402f6224f333e68a736f440bd0680066630bcfaa0343c93d9b2067c6e2aca
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size 164532429
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/config.yaml
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project_name: E2AM-ResNet50
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model_name: effnetv2_s
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dataset_name: tiny_imagenet
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output_root: /kaggle/working/E2AM-EffNetV2-TIN
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data_root: /kaggle/working/tiny-imagenet-200
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seed: 42
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num_epochs: 50
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batch_size: 64
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image_size: 32
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optimizer: sgd
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learning_rate: 0.1
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momentum: 0.9
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weight_decay: 0.0005
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warmup_epochs: 2
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amp_enabled: false
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cache_dataset: true
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gradient_accumulation_steps: 1
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l1_lambda: 0.0
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scheduler: none
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eag_enabled: false
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eag_threshold: 1.0e-07
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eag_patience: 5
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energy_sample_interval_sec: 1.0
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carbon_intensity_kg_per_kwh: 0.475
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milestone_push_every_epochs: 10
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heavy_push_every_epochs: 10
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force_rerun: false
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cleanup_local_after_complete: true
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cleanup_keep_summary: false
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model_input_size: 128
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method_group: cumulative_ablation
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variant_name: C0_baseline
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method_id: C0
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/accuracy_curve.png
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Git LFS Details
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/accuracy_vs_energy.png
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Git LFS Details
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/cumulative_energy.png
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Git LFS Details
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/epoch_energy.png
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Git LFS Details
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/gpu_power_trace.png
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Git LFS Details
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/figures/loss_curve.png
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Git LFS Details
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/final_model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a5a035fd68d2b1a9bbfc1fc5c154f35e5d6c2166e7b98e2da635b3f0fdddbee3
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size 82658351
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/gpu_power_trace.csv
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/history.csv
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epoch,train_loss,val_loss,train_accuracy,val_accuracy,val_accuracy_top5,f1_score,precision,recall,learning_rate,batch_size,effective_batch_size,amp_enabled,l1_lambda,gradient_accumulation_steps,epoch_time_sec,cumulative_time_sec,epoch_energy_j,cumulative_energy_j,epoch_co2_kg,cumulative_co2_kg,peak_vram_mb,eag_score,early_stop_counter,timestamp_utc
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0,4.9610550035095216,4.698529119110107,0.0282,0.0461,0.1697,0.02656622411695132,0.028137959965775075,0.0461,0.05,64,64,False,0.0,1,394.2691285610199,394.2691285610199,29620.899786177302,29620.899786177302,0.003908313166231727,0.003908313166231727,4278.52001953125,0.0,0,2026-05-21T01:17:49Z
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1,4.537391974334716,5.232326182556152,0.06215,0.0798,0.251,0.05458860207565388,0.06755436520622257,0.07980000000000001,0.1,64,64,False,0.0,1,400.38911533355713,794.658243894577,30028.581663372835,59649.481449550134,0.00396210452502836,0.007870417691260088,3332.85546875,1.1222641274830955e-06,0,2026-05-21T01:24:43Z
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2,4.208836012039185,4.134509520721435,0.10232,0.1064,0.3074,0.08230802563791174,0.10580724029585287,0.10640000000000001,0.1,64,64,False,0.0,1,399.67565989494324,1194.3339037895203,30045.933789390703,89695.41523894084,0.003964394041655718,0.011834811732915807,3294.85546875,8.85311143479672e-07,0,2026-05-21T01:31:38Z
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runs/tiny_imagenet/cumulative_ablation/C0_baseline/metrics_summary.json
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{
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"run_key": "effnetv2_s::tiny_imagenet::cumulative_ablation::C0_baseline",
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"run_dir": "/kaggle/working/E2AM-EffNetV2-TIN/tiny_imagenet/cumulative_ablation/C0_baseline",
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"model_name": "effnetv2_s",
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"dataset_name": "tiny_imagenet",
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"method_group": "cumulative_ablation",
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"variant_name": "C0_baseline",
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"method_id": "C0",
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"num_epochs_planned": 50,
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"num_epochs_run_so_far": 3,
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"best_accuracy": 0.1064,
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"latest_val_accuracy": 0.1064,
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"latest_f1_score": 0.08230802563791174,
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"total_time_sec_so_far": 1194.3339037895203,
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"total_energy_j_so_far": 89695.41523894084,
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"total_co2_kg_so_far": 0.011834811732915807,
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"peak_vram_mb": 4278.52001953125,
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"amp_enabled": false,
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"scheduler": "none",
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"gradient_accumulation_steps": 1,
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"l1_lambda": 0.0,
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"eag_enabled": false,
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"batch_size": 64,
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"image_size": 32,
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"status": "running",
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"updated_utc": "2026-05-21T01:31:38Z"
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}
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