add s222_vit.augreg2_in21k_ft_in1k_drop_20
Browse files- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/metadata.yml +40 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_19_accuracy_0.6771.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_22_f1_0.6448.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_25_accuracy_0.6771.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_27_accuracy_0.6753.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_27_f1_0.6487.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_37_f1_0.6449.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_38_accuracy_0.6734.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_38_f1_0.6439.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_44_accuracy_0.6790.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_44_f1_0.6463.pth +3 -0
- seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/test_results.json +269 -0
seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/metadata.yml
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args:
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best_checkpoint_metrics:
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- accuracy
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- f1
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checkpoints_dir: ./checkpoints
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dataset_dir: data/seed-222/ICH-17-processed-3-seed-222-drop-20
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eval_batch_size: 64
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from_checkpoint: null
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gradient_accum_steps: 2
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label_smoothing: 0.1
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lr: 0.0001
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max_grad_norm: 1.0
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min_lr: 0.0
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mixed_precision: fp16
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model: timm/vit_base_patch16_224.augreg2_in21k_ft_in1k
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model_ema_decay: 0.9999
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model_ema_warmup: false
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num_epochs: 50
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num_workers: 4
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run_test_only: false
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save_best_k: 5
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scheduler_T_0: 10
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scheduler_T_mult: 3
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seed: 222
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train_batch_size: 64
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use_ema: false
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use_mixup_cutmix: true
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wandb_logging: true
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wandb_name: s222_vit.augreg2_in21k_ft_in1k_drop_20
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wandb_notes: null
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wandb_project: soups
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wandb_resume_id: null
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wandb_tags: null
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weight_decay: 0.001
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wandb:
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id: f3sz3arz
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name: s222_vit.augreg2_in21k_ft_in1k_drop_20
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notes: null
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project: soups
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tags: !!python/tuple []
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_19_accuracy_0.6771.pth
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size 343309569
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_22_f1_0.6448.pth
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size 343308621
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_25_accuracy_0.6771.pth
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size 343309569
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_27_accuracy_0.6753.pth
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size 343309569
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_27_f1_0.6487.pth
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size 343308621
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_37_f1_0.6449.pth
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size 343308621
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_38_accuracy_0.6734.pth
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size 343309569
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_38_f1_0.6439.pth
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size 343308621
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_44_accuracy_0.6790.pth
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size 343309569
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/model_epoch_44_f1_0.6463.pth
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size 343308621
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seed-222/f3sz3arz-s222_vit.augreg2_in21k_ft_in1k_drop_20/test_results.json
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{
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| 2 |
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"./checkpoints/2025-06-14_15-42-21/model_epoch_44_accuracy_0.6790.pth": {
|
| 3 |
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"loss": "1.3582",
|
| 4 |
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"accuracy": "0.6331",
|
| 5 |
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"precision": "0.6007",
|
| 6 |
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"recall": "0.5955",
|
| 7 |
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"f1": "0.5883",
|
| 8 |
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"per_class_accuracy": {
|
| 9 |
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"1-ok": "0.8837",
|
| 10 |
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"10-ok": "0.4375",
|
| 11 |
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"11-ok": "0.6500",
|
| 12 |
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"12-ok": "0.8246",
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| 13 |
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"13-ok": "0.4706",
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| 14 |
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"14-ok": "0.9737",
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| 15 |
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"15-ok": "0.7073",
|
| 16 |
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"16-ok": "0.4194",
|
| 17 |
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"17-ok": "0.9767",
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| 18 |
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"2-ok": "0.3529",
|
| 19 |
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"3-ok": "0.8431",
|
| 20 |
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"4-ok": "0.1176",
|
| 21 |
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"5-ok": "0.6786",
|
| 22 |
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"6-ok": "0.5278",
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| 23 |
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"7-ok": "0.4571",
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| 24 |
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"8-ok": "0.3750",
|
| 25 |
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"9-ok": "0.4286"
|
| 26 |
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}
|
| 27 |
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},
|
| 28 |
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"./checkpoints/2025-06-14_15-42-21/model_epoch_44_f1_0.6463.pth": {
|
| 29 |
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"loss": "1.3582",
|
| 30 |
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"accuracy": "0.6331",
|
| 31 |
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"precision": "0.6007",
|
| 32 |
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"recall": "0.5955",
|
| 33 |
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"f1": "0.5883",
|
| 34 |
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"per_class_accuracy": {
|
| 35 |
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"1-ok": "0.8837",
|
| 36 |
+
"10-ok": "0.4375",
|
| 37 |
+
"11-ok": "0.6500",
|
| 38 |
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"12-ok": "0.8246",
|
| 39 |
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"13-ok": "0.4706",
|
| 40 |
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"14-ok": "0.9737",
|
| 41 |
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"15-ok": "0.7073",
|
| 42 |
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"16-ok": "0.4194",
|
| 43 |
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"17-ok": "0.9767",
|
| 44 |
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"2-ok": "0.3529",
|
| 45 |
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"3-ok": "0.8431",
|
| 46 |
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"4-ok": "0.1176",
|
| 47 |
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"5-ok": "0.6786",
|
| 48 |
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"6-ok": "0.5278",
|
| 49 |
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"7-ok": "0.4571",
|
| 50 |
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"8-ok": "0.3750",
|
| 51 |
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"9-ok": "0.4286"
|
| 52 |
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}
|
| 53 |
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},
|
| 54 |
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"./checkpoints/2025-06-14_15-42-21/model_epoch_19_accuracy_0.6771.pth": {
|
| 55 |
+
"loss": "1.3453",
|
| 56 |
+
"accuracy": "0.6182",
|
| 57 |
+
"precision": "0.5765",
|
| 58 |
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"recall": "0.5766",
|
| 59 |
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"f1": "0.5692",
|
| 60 |
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"per_class_accuracy": {
|
| 61 |
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"1-ok": "0.7907",
|
| 62 |
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"10-ok": "0.4062",
|
| 63 |
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"11-ok": "0.6500",
|
| 64 |
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"12-ok": "0.8070",
|
| 65 |
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"13-ok": "0.5294",
|
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