add s222_swin.ms_in22k_ft_in1k_drop_20
Browse files- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/metadata.yml +40 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_28_accuracy_0.7214.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_28_f1_0.7027.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_31_accuracy_0.7214.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_34_accuracy_0.7196.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_35_accuracy_0.7232.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_35_f1_0.7007.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_37_accuracy_0.7232.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_37_f1_0.7024.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_38_f1_0.6988.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_39_f1_0.6988.pth +3 -0
- seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/test_results.json +269 -0
seed-222/241ags82-s222_swin.ms_in22k_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/swin_base_patch4_window7_224.ms_in22k_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_swin.ms_in22k_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: 241ags82
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name: s222_swin.ms_in22k_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-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_28_accuracy_0.7214.pth
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size 347180166
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_28_f1_0.7027.pth
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size 347178156
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_31_accuracy_0.7214.pth
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size 347180166
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_34_accuracy_0.7196.pth
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_35_accuracy_0.7232.pth
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size 347180166
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_35_f1_0.7007.pth
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size 347178156
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_37_accuracy_0.7232.pth
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_37_f1_0.7024.pth
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size 347178156
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_38_f1_0.6988.pth
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size 347178156
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/model_epoch_39_f1_0.6988.pth
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size 347178156
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seed-222/241ags82-s222_swin.ms_in22k_ft_in1k_drop_20/test_results.json
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{
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"./checkpoints/2025-06-14_16-27-40/model_epoch_28_accuracy_0.7214.pth": {
|
| 3 |
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"loss": "1.2415",
|
| 4 |
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"accuracy": "0.6579",
|
| 5 |
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"precision": "0.6370",
|
| 6 |
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"recall": "0.6296",
|
| 7 |
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"f1": "0.6282",
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| 8 |
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"per_class_accuracy": {
|
| 9 |
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"1-ok": "0.8372",
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| 10 |
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"10-ok": "0.3750",
|
| 11 |
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"11-ok": "0.7500",
|
| 12 |
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"12-ok": "0.8070",
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| 13 |
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"13-ok": "0.5294",
|
| 14 |
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"14-ok": "0.9474",
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| 15 |
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"15-ok": "0.6341",
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| 16 |
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"16-ok": "0.6452",
|
| 17 |
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"17-ok": "0.9767",
|
| 18 |
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"2-ok": "0.4118",
|
| 19 |
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"3-ok": "0.9216",
|
| 20 |
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"4-ok": "0.0588",
|
| 21 |
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"5-ok": "0.6071",
|
| 22 |
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"6-ok": "0.6944",
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| 23 |
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"7-ok": "0.6000",
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| 24 |
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"8-ok": "0.5000",
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| 25 |
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"9-ok": "0.4082"
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| 26 |
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}
|
| 27 |
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},
|
| 28 |
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"./checkpoints/2025-06-14_16-27-40/model_epoch_28_f1_0.7027.pth": {
|
| 29 |
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"loss": "1.2415",
|
| 30 |
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"accuracy": "0.6579",
|
| 31 |
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"precision": "0.6370",
|
| 32 |
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"recall": "0.6296",
|
| 33 |
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"f1": "0.6282",
|
| 34 |
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"per_class_accuracy": {
|
| 35 |
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"1-ok": "0.8372",
|
| 36 |
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"10-ok": "0.3750",
|
| 37 |
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"11-ok": "0.7500",
|
| 38 |
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"12-ok": "0.8070",
|
| 39 |
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"13-ok": "0.5294",
|
| 40 |
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"14-ok": "0.9474",
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| 41 |
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"15-ok": "0.6341",
|
| 42 |
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"16-ok": "0.6452",
|
| 43 |
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"17-ok": "0.9767",
|
| 44 |
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"2-ok": "0.4118",
|
| 45 |
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"3-ok": "0.9216",
|
| 46 |
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"4-ok": "0.0588",
|
| 47 |
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"5-ok": "0.6071",
|
| 48 |
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"6-ok": "0.6944",
|
| 49 |
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"7-ok": "0.6000",
|
| 50 |
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"8-ok": "0.5000",
|
| 51 |
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"9-ok": "0.4082"
|
| 52 |
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}
|
| 53 |
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},
|
| 54 |
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"./checkpoints/2025-06-14_16-27-40/model_epoch_31_accuracy_0.7214.pth": {
|
| 55 |
+
"loss": "1.2644",
|
| 56 |
+
"accuracy": "0.6529",
|
| 57 |
+
"precision": "0.6323",
|
| 58 |
+
"recall": "0.6176",
|
| 59 |
+
"f1": "0.6205",
|
| 60 |
+
"per_class_accuracy": {
|
| 61 |
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"1-ok": "0.8140",
|
| 62 |
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"10-ok": "0.4375",
|
| 63 |
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"11-ok": "0.7500",
|
| 64 |
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"12-ok": "0.7895",
|
| 65 |
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"13-ok": "0.5294",
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| 66 |
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"14-ok": "0.9474",
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| 67 |
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"15-ok": "0.6585",
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| 68 |
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"16-ok": "0.6452",
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| 69 |
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"17-ok": "0.9767",
|
| 70 |
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