add s222_coatnet_0_drop_20
Browse files- seed-222/63gq49en-s222_coatnet_0_drop_20/metadata.yml +40 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_16_accuracy_0.6790.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_27_accuracy_0.6845.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_27_f1_0.6565.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_29_accuracy_0.6771.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_36_accuracy_0.6771.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_44_f1_0.6488.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_48_f1_0.6468.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_49_f1_0.6451.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_5_accuracy_0.6790.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_5_f1_0.6465.pth +3 -0
- seed-222/63gq49en-s222_coatnet_0_drop_20/test_results.json +269 -0
seed-222/63gq49en-s222_coatnet_0_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/coatnet_0_rw_224.sw_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_coatnet_0_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: 63gq49en
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name: s222_coatnet_0_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-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_16_accuracy_0.6790.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:165d846de4bda0164dcc8bb6009ac08a73b53f90b9e648832eea2979b537cc67
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size 106866595
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_27_accuracy_0.6845.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:cbfa333b959ff50a3efe6ad57920107b8bf7a53a948b78e3fc8bd792945a4483
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size 106866595
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_27_f1_0.6565.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:7446fbac083e422af3f35da240eee2f06a3300493a65139388de8361c2e14ee8
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size 106865107
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_29_accuracy_0.6771.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:09537068051aef59674fb915f41b010c8814e3e6b0ca33d36b4cb8fc8ae1189b
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size 106866595
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_36_accuracy_0.6771.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:fcc0733920b5f2078fbf2f812bae42197cb7b65f15165fb8f392c16fc438801a
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size 106866595
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_44_f1_0.6488.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:a2c05724c9f30e632750fc8052e8030e2a25c9e6022479c6cbce0e81dbff57ed
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size 106865107
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_48_f1_0.6468.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:7a376271e90a4e89586499056e22486f8ffad143173ae8a46d7441975bba7361
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size 106865107
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_49_f1_0.6451.pth
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size 106865107
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_5_accuracy_0.6790.pth
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version https://git-lfs.github.com/spec/v1
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size 106866347
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seed-222/63gq49en-s222_coatnet_0_drop_20/model_epoch_5_f1_0.6465.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0383821f2a5e80fd544753505d20d96d1db899204ba4b497a0a2349c8a30ecb2
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size 106864859
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seed-222/63gq49en-s222_coatnet_0_drop_20/test_results.json
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{
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"./checkpoints/2025-06-14_15-41-29/model_epoch_5_accuracy_0.6790.pth": {
|
| 3 |
+
"loss": "1.2475",
|
| 4 |
+
"accuracy": "0.6149",
|
| 5 |
+
"precision": "0.5991",
|
| 6 |
+
"recall": "0.5728",
|
| 7 |
+
"f1": "0.5759",
|
| 8 |
+
"per_class_accuracy": {
|
| 9 |
+
"1-ok": "0.8140",
|
| 10 |
+
"10-ok": "0.3750",
|
| 11 |
+
"11-ok": "0.6500",
|
| 12 |
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"12-ok": "0.8246",
|
| 13 |
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"13-ok": "0.5000",
|
| 14 |
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"14-ok": "0.8947",
|
| 15 |
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"15-ok": "0.5854",
|
| 16 |
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"16-ok": "0.4194",
|
| 17 |
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"17-ok": "0.9302",
|
| 18 |
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"2-ok": "0.4118",
|
| 19 |
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"3-ok": "0.9608",
|
| 20 |
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"4-ok": "0.0588",
|
| 21 |
+
"5-ok": "0.5000",
|
| 22 |
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"6-ok": "0.6389",
|
| 23 |
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"7-ok": "0.3714",
|
| 24 |
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"8-ok": "0.3125",
|
| 25 |
+
"9-ok": "0.4898"
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"./checkpoints/2025-06-14_15-41-29/model_epoch_5_f1_0.6465.pth": {
|
| 29 |
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"loss": "1.2475",
|
| 30 |
+
"accuracy": "0.6149",
|
| 31 |
+
"precision": "0.5991",
|
| 32 |
+
"recall": "0.5728",
|
| 33 |
+
"f1": "0.5759",
|
| 34 |
+
"per_class_accuracy": {
|
| 35 |
+
"1-ok": "0.8140",
|
| 36 |
+
"10-ok": "0.3750",
|
| 37 |
+
"11-ok": "0.6500",
|
| 38 |
+
"12-ok": "0.8246",
|
| 39 |
+
"13-ok": "0.5000",
|
| 40 |
+
"14-ok": "0.8947",
|
| 41 |
+
"15-ok": "0.5854",
|
| 42 |
+
"16-ok": "0.4194",
|
| 43 |
+
"17-ok": "0.9302",
|
| 44 |
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"2-ok": "0.4118",
|
| 45 |
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"3-ok": "0.9608",
|
| 46 |
+
"4-ok": "0.0588",
|
| 47 |
+
"5-ok": "0.5000",
|
| 48 |
+
"6-ok": "0.6389",
|
| 49 |
+
"7-ok": "0.3714",
|
| 50 |
+
"8-ok": "0.3125",
|
| 51 |
+
"9-ok": "0.4898"
|
| 52 |
+
}
|
| 53 |
+
},
|
| 54 |
+
"./checkpoints/2025-06-14_15-41-29/model_epoch_16_accuracy_0.6790.pth": {
|
| 55 |
+
"loss": "1.3069",
|
| 56 |
+
"accuracy": "0.6413",
|
| 57 |
+
"precision": "0.6103",
|
| 58 |
+
"recall": "0.5997",
|
| 59 |
+
"f1": "0.5969",
|
| 60 |
+
"per_class_accuracy": {
|
| 61 |
+
"1-ok": "0.7907",
|
| 62 |
+
"10-ok": "0.3750",
|
| 63 |
+
"11-ok": "0.8000",
|
| 64 |
+
"12-ok": "0.8070",
|
| 65 |
+
"13-ok": "0.5294",
|
| 66 |
+
"14-ok": "0.9474",
|
| 67 |
+
"15-ok": "0.6585",
|
| 68 |
+
"16-ok": "0.5484",
|
| 69 |
+
"17-ok": "0.9302",
|
| 70 |
+
"2-ok": "0.3529",
|
| 71 |
+
"3-ok": "0.9412",
|
| 72 |
+
"4-ok": "0.0588",
|
| 73 |
+
"5-ok": "0.6786",
|
| 74 |
+
"6-ok": "0.6389",
|
| 75 |
+
"7-ok": "0.5429",
|
| 76 |
+
"8-ok": "0.1250",
|
| 77 |
+
"9-ok": "0.4694"
|
| 78 |
+
}
|
| 79 |
+
},
|
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