Add files using upload-large-folder tool
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/splits/split_005.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_005_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_005_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_005_repeat_04.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_015_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_030_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_030_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_100_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_005_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_005_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_005_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_005_repeat_04.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_015_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_015_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_015_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_030_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_030_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_030_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_050_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_050_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_100_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/norm_stats_BUSI_with_classes_stratified_80_10_10_015pct_repeat01.json +85 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/checkpoints/best.pt.meta.json +61 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/checkpoints/latest.pt.meta.json +41 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/evaluation.json +620 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/evaluation_summary.json +4 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/history.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/low_iou_samples.csv +7 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/run_config.json +102 -0
- runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/summary.json +31 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_005_repeat_04.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_030_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_030_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_100_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_005_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_005_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_005_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_005_repeat_04.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_015_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_015_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_015_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_030_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_050_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_050_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_100_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_005_repeat_01.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_005_repeat_02.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_005_repeat_03.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_005_repeat_04.json +0 -0
- runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_015_repeat_01.json +0 -0
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/splits/split_005.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_005_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_005_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_005_repeat_04.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_015_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_030_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_030_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_004_pct_100_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_005_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_005_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_005_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_005_repeat_04.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_015_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_015_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_015_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_030_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_030_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_030_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_050_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_050_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_005_pct_100_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/norm_stats_BUSI_with_classes_stratified_80_10_10_015pct_repeat01.json
ADDED
|
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"filenames": [
|
| 3 |
+
"BUSI_0187_B.png",
|
| 4 |
+
"BUSI_0014_M.png",
|
| 5 |
+
"BUSI_0003_B.png",
|
| 6 |
+
"BUSI_0423_B.png",
|
| 7 |
+
"BUSI_0361_B.png",
|
| 8 |
+
"BUSI_0106_M.png",
|
| 9 |
+
"BUSI_0180_M.png",
|
| 10 |
+
"BUSI_0313_B.png",
|
| 11 |
+
"BUSI_0105_M.png",
|
| 12 |
+
"BUSI_0100_B.png",
|
| 13 |
+
"BUSI_0194_B.png",
|
| 14 |
+
"BUSI_0265_B.png",
|
| 15 |
+
"BUSI_0281_B.png",
|
| 16 |
+
"BUSI_0356_B.png",
|
| 17 |
+
"BUSI_0048_B.png",
|
| 18 |
+
"BUSI_0252_B.png",
|
| 19 |
+
"BUSI_0022_M.png",
|
| 20 |
+
"BUSI_0123_M.png",
|
| 21 |
+
"BUSI_0081_M.png",
|
| 22 |
+
"BUSI_0158_B.png",
|
| 23 |
+
"BUSI_0075_M.png",
|
| 24 |
+
"BUSI_0003_M.png",
|
| 25 |
+
"BUSI_0001_M.png",
|
| 26 |
+
"BUSI_0424_B.png",
|
| 27 |
+
"BUSI_0259_B.png",
|
| 28 |
+
"BUSI_0077_B.png",
|
| 29 |
+
"BUSI_0081_B.png",
|
| 30 |
+
"BUSI_0135_B.png",
|
| 31 |
+
"BUSI_0186_M.png",
|
| 32 |
+
"BUSI_0250_B.png",
|
| 33 |
+
"BUSI_0160_B.png",
|
| 34 |
+
"BUSI_0209_M.png",
|
| 35 |
+
"BUSI_0321_B.png",
|
| 36 |
+
"BUSI_0128_B.png",
|
| 37 |
+
"BUSI_0150_B.png",
|
| 38 |
+
"BUSI_0021_B.png",
|
| 39 |
+
"BUSI_0093_B.png",
|
| 40 |
+
"BUSI_0402_B.png",
|
| 41 |
+
"BUSI_0042_M.png",
|
| 42 |
+
"BUSI_0411_B.png",
|
| 43 |
+
"BUSI_0233_B.png",
|
| 44 |
+
"BUSI_0191_B.png",
|
| 45 |
+
"BUSI_0110_B.png",
|
| 46 |
+
"BUSI_0024_M.png",
|
| 47 |
+
"BUSI_0254_B.png",
|
| 48 |
+
"BUSI_0163_B.png",
|
| 49 |
+
"BUSI_0235_B.png",
|
| 50 |
+
"BUSI_0386_B.png",
|
| 51 |
+
"BUSI_0031_B.png",
|
| 52 |
+
"BUSI_0194_M.png",
|
| 53 |
+
"BUSI_0026_M.png",
|
| 54 |
+
"BUSI_0167_M.png",
|
| 55 |
+
"BUSI_0406_B.png",
|
| 56 |
+
"BUSI_0089_B.png",
|
| 57 |
+
"BUSI_0432_B.png",
|
| 58 |
+
"BUSI_0288_B.png",
|
| 59 |
+
"BUSI_0147_M.png",
|
| 60 |
+
"BUSI_0240_B.png",
|
| 61 |
+
"BUSI_0124_B.png",
|
| 62 |
+
"BUSI_0305_B.png",
|
| 63 |
+
"BUSI_0091_M.png",
|
| 64 |
+
"BUSI_0116_M.png",
|
| 65 |
+
"BUSI_0028_B.png",
|
| 66 |
+
"BUSI_0101_M.png",
|
| 67 |
+
"BUSI_0072_B.png",
|
| 68 |
+
"BUSI_0191_M.png",
|
| 69 |
+
"BUSI_0293_B.png",
|
| 70 |
+
"BUSI_0327_B.png",
|
| 71 |
+
"BUSI_0195_M.png",
|
| 72 |
+
"BUSI_0027_M.png",
|
| 73 |
+
"BUSI_0253_B.png",
|
| 74 |
+
"BUSI_0147_B.png",
|
| 75 |
+
"BUSI_0149_B.png",
|
| 76 |
+
"BUSI_0141_M.png",
|
| 77 |
+
"BUSI_0099_B.png",
|
| 78 |
+
"BUSI_0350_B.png",
|
| 79 |
+
"BUSI_0355_B.png"
|
| 80 |
+
],
|
| 81 |
+
"global_mean": 85.37215300807574,
|
| 82 |
+
"global_std": 56.86734022651984,
|
| 83 |
+
"num_images": 77,
|
| 84 |
+
"total_pixels": 65793390
|
| 85 |
+
}
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/checkpoints/best.pt.meta.json
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backbone_family": "smp",
|
| 3 |
+
"checkpoint_path": "/workspace/runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/checkpoints/best.pt",
|
| 4 |
+
"dataset_percent": 0.15,
|
| 5 |
+
"epoch": 150,
|
| 6 |
+
"last_restore": {
|
| 7 |
+
"expected_run_type": null,
|
| 8 |
+
"restored_at_epoch": 150,
|
| 9 |
+
"restored_keys": {
|
| 10 |
+
"alpha_optimizer_state_dict": true,
|
| 11 |
+
"best_metric_name": true,
|
| 12 |
+
"best_metric_value": true,
|
| 13 |
+
"elapsed_seconds": true,
|
| 14 |
+
"epoch_metrics": true,
|
| 15 |
+
"history": true,
|
| 16 |
+
"log_alpha": true,
|
| 17 |
+
"model_state_dict": true,
|
| 18 |
+
"optimizer_state_dict": true,
|
| 19 |
+
"patience_counter": true,
|
| 20 |
+
"resume_source": false,
|
| 21 |
+
"run_config": true,
|
| 22 |
+
"scaler_state_dict": false,
|
| 23 |
+
"scheduler_state_dict": true
|
| 24 |
+
}
|
| 25 |
+
},
|
| 26 |
+
"run_type": "final",
|
| 27 |
+
"saved_keys": [
|
| 28 |
+
"alpha_optimizer_state_dict",
|
| 29 |
+
"best_metric_name",
|
| 30 |
+
"best_metric_value",
|
| 31 |
+
"config",
|
| 32 |
+
"elapsed_seconds",
|
| 33 |
+
"epoch",
|
| 34 |
+
"epoch_metrics",
|
| 35 |
+
"history",
|
| 36 |
+
"log_alpha",
|
| 37 |
+
"model_state_dict",
|
| 38 |
+
"optimizer_state_dict",
|
| 39 |
+
"patience_counter",
|
| 40 |
+
"run_config",
|
| 41 |
+
"run_type",
|
| 42 |
+
"scheduler_state_dict"
|
| 43 |
+
],
|
| 44 |
+
"state_presence": {
|
| 45 |
+
"alpha_optimizer_state_dict": true,
|
| 46 |
+
"best_metric_name": true,
|
| 47 |
+
"best_metric_value": true,
|
| 48 |
+
"elapsed_seconds": true,
|
| 49 |
+
"epoch_metrics": true,
|
| 50 |
+
"history": true,
|
| 51 |
+
"log_alpha": true,
|
| 52 |
+
"model_state_dict": true,
|
| 53 |
+
"optimizer_state_dict": true,
|
| 54 |
+
"patience_counter": true,
|
| 55 |
+
"resume_source": false,
|
| 56 |
+
"run_config": true,
|
| 57 |
+
"scaler_state_dict": false,
|
| 58 |
+
"scheduler_state_dict": true
|
| 59 |
+
},
|
| 60 |
+
"strategy": 3
|
| 61 |
+
}
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/checkpoints/latest.pt.meta.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backbone_family": "smp",
|
| 3 |
+
"checkpoint_path": "/workspace/runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/checkpoints/latest.pt",
|
| 4 |
+
"dataset_percent": 0.15,
|
| 5 |
+
"epoch": 250,
|
| 6 |
+
"run_type": "final",
|
| 7 |
+
"saved_keys": [
|
| 8 |
+
"alpha_optimizer_state_dict",
|
| 9 |
+
"best_metric_name",
|
| 10 |
+
"best_metric_value",
|
| 11 |
+
"config",
|
| 12 |
+
"elapsed_seconds",
|
| 13 |
+
"epoch",
|
| 14 |
+
"epoch_metrics",
|
| 15 |
+
"history",
|
| 16 |
+
"log_alpha",
|
| 17 |
+
"model_state_dict",
|
| 18 |
+
"optimizer_state_dict",
|
| 19 |
+
"patience_counter",
|
| 20 |
+
"run_config",
|
| 21 |
+
"run_type",
|
| 22 |
+
"scheduler_state_dict"
|
| 23 |
+
],
|
| 24 |
+
"state_presence": {
|
| 25 |
+
"alpha_optimizer_state_dict": true,
|
| 26 |
+
"best_metric_name": true,
|
| 27 |
+
"best_metric_value": true,
|
| 28 |
+
"elapsed_seconds": true,
|
| 29 |
+
"epoch_metrics": true,
|
| 30 |
+
"history": true,
|
| 31 |
+
"log_alpha": true,
|
| 32 |
+
"model_state_dict": true,
|
| 33 |
+
"optimizer_state_dict": true,
|
| 34 |
+
"patience_counter": true,
|
| 35 |
+
"resume_source": false,
|
| 36 |
+
"run_config": true,
|
| 37 |
+
"scaler_state_dict": false,
|
| 38 |
+
"scheduler_state_dict": true
|
| 39 |
+
},
|
| 40 |
+
"strategy": 3
|
| 41 |
+
}
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/evaluation.json
ADDED
|
@@ -0,0 +1,620 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric_name": "val_iou_gain",
|
| 3 |
+
"best_metric_value": 0.07360108073652294,
|
| 4 |
+
"checkpoint_mode": "best",
|
| 5 |
+
"checkpoint_path": "/workspace/runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/checkpoints/best.pt",
|
| 6 |
+
"metrics": {
|
| 7 |
+
"biou": {
|
| 8 |
+
"mean": 0.07459423691034317,
|
| 9 |
+
"std": 0.08374274522066116
|
| 10 |
+
},
|
| 11 |
+
"dice": {
|
| 12 |
+
"mean": 0.6751614809036255,
|
| 13 |
+
"std": 0.3063052296638489
|
| 14 |
+
},
|
| 15 |
+
"hd95": {
|
| 16 |
+
"mean": 37.55875015258789,
|
| 17 |
+
"std": 38.72359848022461
|
| 18 |
+
},
|
| 19 |
+
"iou": {
|
| 20 |
+
"mean": 0.5786560773849487,
|
| 21 |
+
"std": 0.30325081944465637
|
| 22 |
+
},
|
| 23 |
+
"ppv": {
|
| 24 |
+
"mean": 0.7189012169837952,
|
| 25 |
+
"std": 0.3254406154155731
|
| 26 |
+
},
|
| 27 |
+
"sen": {
|
| 28 |
+
"mean": 0.718428909778595,
|
| 29 |
+
"std": 0.3131425678730011
|
| 30 |
+
}
|
| 31 |
+
},
|
| 32 |
+
"per_sample": [
|
| 33 |
+
{
|
| 34 |
+
"biou": 0.1585376115394981,
|
| 35 |
+
"dice": 0.8894472639579739,
|
| 36 |
+
"hd95": 2.0,
|
| 37 |
+
"iou": 0.8009050674637703,
|
| 38 |
+
"ppv": 0.8349057382520103,
|
| 39 |
+
"sample_id": "BUSI_0001_B",
|
| 40 |
+
"sen": 0.9516129292403607
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"biou": 0.003783227770084771,
|
| 44 |
+
"dice": 0.005918480388263074,
|
| 45 |
+
"hd95": 123.21725463867188,
|
| 46 |
+
"iou": 0.002968026986955354,
|
| 47 |
+
"ppv": 0.00485143717584673,
|
| 48 |
+
"sample_id": "BUSI_0273_B",
|
| 49 |
+
"sen": 0.007587272238481179
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"biou": 0.011728456066144687,
|
| 53 |
+
"dice": 0.4835066796321929,
|
| 54 |
+
"hd95": 68.74662017822266,
|
| 55 |
+
"iou": 0.31883205487135635,
|
| 56 |
+
"ppv": 0.5901572419157495,
|
| 57 |
+
"sample_id": "BUSI_0165_M",
|
| 58 |
+
"sen": 0.4095031201138148
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"biou": 0.12481657491680252,
|
| 62 |
+
"dice": 0.8922866279302706,
|
| 63 |
+
"hd95": 17.78338050842285,
|
| 64 |
+
"iou": 0.8055212222837355,
|
| 65 |
+
"ppv": 0.9817542688022386,
|
| 66 |
+
"sample_id": "BUSI_0184_B",
|
| 67 |
+
"sen": 0.8177635273596832
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"biou": 0.1344090675220067,
|
| 71 |
+
"dice": 0.9343715275655435,
|
| 72 |
+
"hd95": 2.0,
|
| 73 |
+
"iou": 0.8768267351955391,
|
| 74 |
+
"ppv": 0.930232565865718,
|
| 75 |
+
"sample_id": "BUSI_0349_B",
|
| 76 |
+
"sen": 0.9385474928997215
|
| 77 |
+
},
|
| 78 |
+
{
|
| 79 |
+
"biou": 0.033730350450327296,
|
| 80 |
+
"dice": 0.9044519119650156,
|
| 81 |
+
"hd95": 13.152946472167969,
|
| 82 |
+
"iou": 0.8255702544456536,
|
| 83 |
+
"ppv": 0.8538858078135249,
|
| 84 |
+
"sample_id": "BUSI_0354_B",
|
| 85 |
+
"sen": 0.9613839294333945
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"biou": 1.9120455235094604e-07,
|
| 89 |
+
"dice": 4.362811376629242e-09,
|
| 90 |
+
"hd95": 203.9580841064453,
|
| 91 |
+
"iou": 4.362811376629242e-09,
|
| 92 |
+
"ppv": 1.666638889351844e-05,
|
| 93 |
+
"sample_id": "BUSI_0163_M",
|
| 94 |
+
"sen": 4.3639537230462415e-09
|
| 95 |
+
},
|
| 96 |
+
{
|
| 97 |
+
"biou": 2.6525191903132126e-07,
|
| 98 |
+
"dice": 4.1373601929102114e-08,
|
| 99 |
+
"hd95": 105.01998901367188,
|
| 100 |
+
"iou": 4.1373601929102114e-08,
|
| 101 |
+
"ppv": 6.756756300219169e-08,
|
| 102 |
+
"sample_id": "BUSI_0315_B",
|
| 103 |
+
"sen": 1.067235745225641e-07
|
| 104 |
+
},
|
| 105 |
+
{
|
| 106 |
+
"biou": 0.02884634060647296,
|
| 107 |
+
"dice": 0.8871080848732036,
|
| 108 |
+
"hd95": 13.497976303100586,
|
| 109 |
+
"iou": 0.7971197156234074,
|
| 110 |
+
"ppv": 0.8043596765783891,
|
| 111 |
+
"sample_id": "BUSI_0238_B",
|
| 112 |
+
"sen": 0.98883430127659
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"biou": 0.052055054231491996,
|
| 116 |
+
"dice": 0.7846454178129383,
|
| 117 |
+
"hd95": 12.0,
|
| 118 |
+
"iou": 0.6456102910203322,
|
| 119 |
+
"ppv": 0.9847577580425826,
|
| 120 |
+
"sample_id": "BUSI_0046_M",
|
| 121 |
+
"sen": 0.652126905114387
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"biou": 0.039486768066459225,
|
| 125 |
+
"dice": 0.7482274978875327,
|
| 126 |
+
"hd95": 36.67424011230469,
|
| 127 |
+
"iou": 0.5977344111448968,
|
| 128 |
+
"ppv": 0.935987660888965,
|
| 129 |
+
"sample_id": "BUSI_0025_M",
|
| 130 |
+
"sen": 0.6232107348147459
|
| 131 |
+
},
|
| 132 |
+
{
|
| 133 |
+
"biou": 0.13714310367339896,
|
| 134 |
+
"dice": 0.9339992876560955,
|
| 135 |
+
"hd95": 5.0,
|
| 136 |
+
"iou": 0.8761713562191648,
|
| 137 |
+
"ppv": 0.9166666695845004,
|
| 138 |
+
"sample_id": "BUSI_0295_B",
|
| 139 |
+
"sen": 0.9520000017454545
|
| 140 |
+
},
|
| 141 |
+
{
|
| 142 |
+
"biou": 0.019455443685711345,
|
| 143 |
+
"dice": 0.16822704552037673,
|
| 144 |
+
"hd95": 100.2152099609375,
|
| 145 |
+
"iou": 0.09183837898357483,
|
| 146 |
+
"ppv": 0.09262243729667465,
|
| 147 |
+
"sample_id": "BUSI_0181_B",
|
| 148 |
+
"sen": 0.9156051089800782
|
| 149 |
+
},
|
| 150 |
+
{
|
| 151 |
+
"biou": 0.026559003861546897,
|
| 152 |
+
"dice": 0.2934372779162086,
|
| 153 |
+
"hd95": 56.026737213134766,
|
| 154 |
+
"iou": 0.17194637948388095,
|
| 155 |
+
"ppv": 0.9908440632090397,
|
| 156 |
+
"sample_id": "BUSI_0412_B",
|
| 157 |
+
"sen": 0.17222001605221796
|
| 158 |
+
},
|
| 159 |
+
{
|
| 160 |
+
"biou": 0.08298184486893885,
|
| 161 |
+
"dice": 0.8645866846922696,
|
| 162 |
+
"hd95": 44.939151763916016,
|
| 163 |
+
"iou": 0.7614730905215514,
|
| 164 |
+
"ppv": 0.7791304373434154,
|
| 165 |
+
"sample_id": "BUSI_0096_B",
|
| 166 |
+
"sen": 0.9710982663136088
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"biou": 0.00909102169420208,
|
| 170 |
+
"dice": 0.6693356139204911,
|
| 171 |
+
"hd95": 33.66661834716797,
|
| 172 |
+
"iou": 0.5030085896625747,
|
| 173 |
+
"ppv": 0.9945194493447473,
|
| 174 |
+
"sample_id": "BUSI_0127_M",
|
| 175 |
+
"sen": 0.504406783020971
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"biou": 0.02118664805367626,
|
| 179 |
+
"dice": 0.11883733549321766,
|
| 180 |
+
"hd95": 86.68416595458984,
|
| 181 |
+
"iou": 0.06317228848946066,
|
| 182 |
+
"ppv": 0.06319386740915682,
|
| 183 |
+
"sample_id": "BUSI_0090_B",
|
| 184 |
+
"sen": 0.9946236573592319
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"biou": 0.017857240291940447,
|
| 188 |
+
"dice": 0.37605758565451197,
|
| 189 |
+
"hd95": 56.34269714355469,
|
| 190 |
+
"iou": 0.23157076603643978,
|
| 191 |
+
"ppv": 0.8620223878420998,
|
| 192 |
+
"sample_id": "BUSI_0400_B",
|
| 193 |
+
"sen": 0.2404845262961802
|
| 194 |
+
},
|
| 195 |
+
{
|
| 196 |
+
"biou": 0.12672831181375305,
|
| 197 |
+
"dice": 0.8827770376131236,
|
| 198 |
+
"hd95": 19.015779495239258,
|
| 199 |
+
"iou": 0.7901529686865926,
|
| 200 |
+
"ppv": 0.9658194576155578,
|
| 201 |
+
"sample_id": "BUSI_0173_B",
|
| 202 |
+
"sen": 0.8128841944213377
|
| 203 |
+
},
|
| 204 |
+
{
|
| 205 |
+
"biou": 0.07020890508369923,
|
| 206 |
+
"dice": 0.8506628700486155,
|
| 207 |
+
"hd95": 35.64033889770508,
|
| 208 |
+
"iou": 0.7401334653930702,
|
| 209 |
+
"ppv": 0.7442484711608806,
|
| 210 |
+
"sample_id": "BUSI_0186_B",
|
| 211 |
+
"sen": 0.9925850168093834
|
| 212 |
+
},
|
| 213 |
+
{
|
| 214 |
+
"biou": 0.009852460627472751,
|
| 215 |
+
"dice": 0.016731048367726886,
|
| 216 |
+
"hd95": 32.911094665527344,
|
| 217 |
+
"iou": 0.008436112639970388,
|
| 218 |
+
"ppv": 0.019403058253503115,
|
| 219 |
+
"sample_id": "BUSI_0222_B",
|
| 220 |
+
"sen": 0.014705938082243322
|
| 221 |
+
},
|
| 222 |
+
{
|
| 223 |
+
"biou": 0.012853724202127454,
|
| 224 |
+
"dice": 0.5779987701056939,
|
| 225 |
+
"hd95": 24.041629791259766,
|
| 226 |
+
"iou": 0.406468557409591,
|
| 227 |
+
"ppv": 0.7775919918401345,
|
| 228 |
+
"sample_id": "BUSI_0430_B",
|
| 229 |
+
"sen": 0.4599406795281563
|
| 230 |
+
},
|
| 231 |
+
{
|
| 232 |
+
"biou": 0.10223670855057236,
|
| 233 |
+
"dice": 0.8764195084297594,
|
| 234 |
+
"hd95": 16.76305389404297,
|
| 235 |
+
"iou": 0.7800237899316769,
|
| 236 |
+
"ppv": 0.8013029396863623,
|
| 237 |
+
"sample_id": "BUSI_0373_B",
|
| 238 |
+
"sen": 0.9670761686940458
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"biou": 0.05501628316976449,
|
| 242 |
+
"dice": 0.48960689558639253,
|
| 243 |
+
"hd95": 50.25534439086914,
|
| 244 |
+
"iou": 0.3241585901015503,
|
| 245 |
+
"ppv": 0.9590717308212715,
|
| 246 |
+
"sample_id": "BUSI_0068_M",
|
| 247 |
+
"sen": 0.3287057170737114
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"biou": 0.11949740912112633,
|
| 251 |
+
"dice": 0.9129540841018449,
|
| 252 |
+
"hd95": 3.0,
|
| 253 |
+
"iou": 0.8398486961098743,
|
| 254 |
+
"ppv": 0.852752899775557,
|
| 255 |
+
"sample_id": "BUSI_0057_B",
|
| 256 |
+
"sen": 0.9823008875662408
|
| 257 |
+
},
|
| 258 |
+
{
|
| 259 |
+
"biou": 0.10431686895076657,
|
| 260 |
+
"dice": 0.9512597138860439,
|
| 261 |
+
"hd95": 3.0,
|
| 262 |
+
"iou": 0.9070498470116817,
|
| 263 |
+
"ppv": 0.9399720828305219,
|
| 264 |
+
"sample_id": "BUSI_0157_B",
|
| 265 |
+
"sen": 0.9628217367577817
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"biou": 0.014184497043110736,
|
| 269 |
+
"dice": 0.5613866172303295,
|
| 270 |
+
"hd95": 49.72926712036133,
|
| 271 |
+
"iou": 0.3902275806849971,
|
| 272 |
+
"ppv": 0.5026256015155922,
|
| 273 |
+
"sample_id": "BUSI_0201_M",
|
| 274 |
+
"sen": 0.6357057926674684
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"biou": 2.7624301761242613e-07,
|
| 278 |
+
"dice": 3.757985578429704e-08,
|
| 279 |
+
"hd95": 105.11398315429688,
|
| 280 |
+
"iou": 3.757985578429704e-08,
|
| 281 |
+
"ppv": 4.800767892425929e-08,
|
| 282 |
+
"sample_id": "BUSI_0119_B",
|
| 283 |
+
"sen": 1.7301035069025076e-07
|
| 284 |
+
},
|
| 285 |
+
{
|
| 286 |
+
"biou": 0.17870753661310398,
|
| 287 |
+
"dice": 0.9572852406909056,
|
| 288 |
+
"hd95": 2.8284270763397217,
|
| 289 |
+
"iou": 0.91807009931406,
|
| 290 |
+
"ppv": 0.9581947763327896,
|
| 291 |
+
"sample_id": "BUSI_0065_B",
|
| 292 |
+
"sen": 0.956377432130041
|
| 293 |
+
},
|
| 294 |
+
{
|
| 295 |
+
"biou": 0.24193609521282644,
|
| 296 |
+
"dice": 0.946910361452536,
|
| 297 |
+
"hd95": 1.6192333698272705,
|
| 298 |
+
"iou": 0.8991735703845338,
|
| 299 |
+
"ppv": 0.9493891885882743,
|
| 300 |
+
"sample_id": "BUSI_0322_B",
|
| 301 |
+
"sen": 0.9444444540895045
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"biou": 0.06418934726531297,
|
| 305 |
+
"dice": 0.8171635066200225,
|
| 306 |
+
"hd95": 40.709228515625,
|
| 307 |
+
"iou": 0.6908507760676528,
|
| 308 |
+
"ppv": 0.9532139103643011,
|
| 309 |
+
"sample_id": "BUSI_0218_B",
|
| 310 |
+
"sen": 0.7150988187336155
|
| 311 |
+
},
|
| 312 |
+
{
|
| 313 |
+
"biou": 0.014101173431119456,
|
| 314 |
+
"dice": 0.7749181530787643,
|
| 315 |
+
"hd95": 28.284271240234375,
|
| 316 |
+
"iou": 0.6325439860994433,
|
| 317 |
+
"ppv": 0.9482528383234716,
|
| 318 |
+
"sample_id": "BUSI_0144_M",
|
| 319 |
+
"sen": 0.6551591599634079
|
| 320 |
+
},
|
| 321 |
+
{
|
| 322 |
+
"biou": 0.08800072959941632,
|
| 323 |
+
"dice": 0.9109589142740966,
|
| 324 |
+
"hd95": 2.0,
|
| 325 |
+
"iou": 0.8364780217027208,
|
| 326 |
+
"ppv": 0.8599138232944347,
|
| 327 |
+
"sample_id": "BUSI_0015_B",
|
| 328 |
+
"sen": 0.9684466096003375
|
| 329 |
+
},
|
| 330 |
+
{
|
| 331 |
+
"biou": 0.02037055178323115,
|
| 332 |
+
"dice": 0.1313332445839087,
|
| 333 |
+
"hd95": 99.6644287109375,
|
| 334 |
+
"iou": 0.07028179766904001,
|
| 335 |
+
"ppv": 0.07739492914676295,
|
| 336 |
+
"sample_id": "BUSI_0157_M",
|
| 337 |
+
"sen": 0.4333333905723848
|
| 338 |
+
},
|
| 339 |
+
{
|
| 340 |
+
"biou": 0.020426374740108815,
|
| 341 |
+
"dice": 0.8206177536762553,
|
| 342 |
+
"hd95": 24.449813842773438,
|
| 343 |
+
"iou": 0.6958030419927128,
|
| 344 |
+
"ppv": 0.879551626543538,
|
| 345 |
+
"sample_id": "BUSI_0023_M",
|
| 346 |
+
"sen": 0.7690855974121173
|
| 347 |
+
},
|
| 348 |
+
{
|
| 349 |
+
"biou": 0.034423574109539744,
|
| 350 |
+
"dice": 0.7269837100677744,
|
| 351 |
+
"hd95": 45.17742919921875,
|
| 352 |
+
"iou": 0.5710718091348219,
|
| 353 |
+
"ppv": 0.648546451227926,
|
| 354 |
+
"sample_id": "BUSI_0172_M",
|
| 355 |
+
"sen": 0.8270042246231397
|
| 356 |
+
},
|
| 357 |
+
{
|
| 358 |
+
"biou": 0.43137366397320787,
|
| 359 |
+
"dice": 0.9407407626886065,
|
| 360 |
+
"hd95": 1.0,
|
| 361 |
+
"iou": 0.8881119663552682,
|
| 362 |
+
"ppv": 0.9621212408172418,
|
| 363 |
+
"sample_id": "BUSI_0144_B",
|
| 364 |
+
"sen": 0.9202899128333965
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"biou": 0.01200009879999012,
|
| 368 |
+
"dice": 0.6298466548444916,
|
| 369 |
+
"hd95": 49.60996627807617,
|
| 370 |
+
"iou": 0.4596906327598669,
|
| 371 |
+
"ppv": 0.5004953487171058,
|
| 372 |
+
"sample_id": "BUSI_0082_M",
|
| 373 |
+
"sen": 0.8493611323241236
|
| 374 |
+
},
|
| 375 |
+
{
|
| 376 |
+
"biou": 0.06329123804944747,
|
| 377 |
+
"dice": 0.8677665610459939,
|
| 378 |
+
"hd95": 68.5401382446289,
|
| 379 |
+
"iou": 0.7664201860748124,
|
| 380 |
+
"ppv": 0.7962042506973301,
|
| 381 |
+
"sample_id": "BUSI_0040_M",
|
| 382 |
+
"sen": 0.9534632043026118
|
| 383 |
+
},
|
| 384 |
+
{
|
| 385 |
+
"biou": 0.3086428288360138,
|
| 386 |
+
"dice": 0.9239766230065062,
|
| 387 |
+
"hd95": 2.0,
|
| 388 |
+
"iou": 0.8586957033711221,
|
| 389 |
+
"ppv": 0.9480000207999917,
|
| 390 |
+
"sample_id": "BUSI_0060_B",
|
| 391 |
+
"sen": 0.9011407219997256
|
| 392 |
+
},
|
| 393 |
+
{
|
| 394 |
+
"biou": 0.26851919581555944,
|
| 395 |
+
"dice": 0.9458239338799171,
|
| 396 |
+
"hd95": 1.4142135381698608,
|
| 397 |
+
"iou": 0.8972162960992942,
|
| 398 |
+
"ppv": 0.9522727381198323,
|
| 399 |
+
"sample_id": "BUSI_0151_B",
|
| 400 |
+
"sen": 0.9394618969816374
|
| 401 |
+
},
|
| 402 |
+
{
|
| 403 |
+
"biou": 0.021613973830839506,
|
| 404 |
+
"dice": 0.6934816543886478,
|
| 405 |
+
"hd95": 34.13209533691406,
|
| 406 |
+
"iou": 0.5307860084021805,
|
| 407 |
+
"ppv": 0.9834551753856258,
|
| 408 |
+
"sample_id": "BUSI_0056_M",
|
| 409 |
+
"sen": 0.5355683652638202
|
| 410 |
+
},
|
| 411 |
+
{
|
| 412 |
+
"biou": 0.10698709454430251,
|
| 413 |
+
"dice": 0.9371149905401054,
|
| 414 |
+
"hd95": 12.78274917602539,
|
| 415 |
+
"iou": 0.8816710967961581,
|
| 416 |
+
"ppv": 0.8917928702542044,
|
| 417 |
+
"sample_id": "BUSI_0381_B",
|
| 418 |
+
"sen": 0.987290427601665
|
| 419 |
+
},
|
| 420 |
+
{
|
| 421 |
+
"biou": 0.05157620298676133,
|
| 422 |
+
"dice": 0.9041150638410894,
|
| 423 |
+
"hd95": 7.515068054199219,
|
| 424 |
+
"iou": 0.8250091204881838,
|
| 425 |
+
"ppv": 0.9484492896710273,
|
| 426 |
+
"sample_id": "BUSI_0059_B",
|
| 427 |
+
"sen": 0.8637404632160128
|
| 428 |
+
},
|
| 429 |
+
{
|
| 430 |
+
"biou": 0.10285765550991113,
|
| 431 |
+
"dice": 0.8599508685533864,
|
| 432 |
+
"hd95": 6.0,
|
| 433 |
+
"iou": 0.7543103713027617,
|
| 434 |
+
"ppv": 0.7583965592203078,
|
| 435 |
+
"sample_id": "BUSI_0030_B",
|
| 436 |
+
"sen": 0.9929078024244252
|
| 437 |
+
},
|
| 438 |
+
{
|
| 439 |
+
"biou": 0.0076454116750135056,
|
| 440 |
+
"dice": 0.5094653020679957,
|
| 441 |
+
"hd95": 53.01506805419922,
|
| 442 |
+
"iou": 0.34180037117200596,
|
| 443 |
+
"ppv": 0.681777791920987,
|
| 444 |
+
"sample_id": "BUSI_0408_B",
|
| 445 |
+
"sen": 0.4066808216680588
|
| 446 |
+
},
|
| 447 |
+
{
|
| 448 |
+
"biou": 0.022453967726225522,
|
| 449 |
+
"dice": 0.7113060169622969,
|
| 450 |
+
"hd95": 59.20377731323242,
|
| 451 |
+
"iou": 0.5519588261858912,
|
| 452 |
+
"ppv": 0.9793946714514705,
|
| 453 |
+
"sample_id": "BUSI_0415_B",
|
| 454 |
+
"sen": 0.5584437960128946
|
| 455 |
+
},
|
| 456 |
+
{
|
| 457 |
+
"biou": 0.012448235223212114,
|
| 458 |
+
"dice": 0.6804422516077594,
|
| 459 |
+
"hd95": 56.68550109863281,
|
| 460 |
+
"iou": 0.5156593222512055,
|
| 461 |
+
"ppv": 0.8638593640793218,
|
| 462 |
+
"sample_id": "BUSI_0203_M",
|
| 463 |
+
"sen": 0.5612714754624449
|
| 464 |
+
},
|
| 465 |
+
{
|
| 466 |
+
"biou": 0.08642012904521439,
|
| 467 |
+
"dice": 0.9397427237730966,
|
| 468 |
+
"hd95": 2.2360680103302,
|
| 469 |
+
"iou": 0.8863346177308673,
|
| 470 |
+
"ppv": 0.9119579558503315,
|
| 471 |
+
"sample_id": "BUSI_0006_B",
|
| 472 |
+
"sen": 0.9692737451624479
|
| 473 |
+
},
|
| 474 |
+
{
|
| 475 |
+
"biou": 0.01356865487535212,
|
| 476 |
+
"dice": 0.7176257465479617,
|
| 477 |
+
"hd95": 49.65367126464844,
|
| 478 |
+
"iou": 0.5596071103389786,
|
| 479 |
+
"ppv": 0.668434592278454,
|
| 480 |
+
"sample_id": "BUSI_0176_M",
|
| 481 |
+
"sen": 0.7746321517110794
|
| 482 |
+
},
|
| 483 |
+
{
|
| 484 |
+
"biou": 0.038690619242467375,
|
| 485 |
+
"dice": 0.19363687337305438,
|
| 486 |
+
"hd95": 82.856201171875,
|
| 487 |
+
"iou": 0.1071970982812466,
|
| 488 |
+
"ppv": 0.11359615263723004,
|
| 489 |
+
"sample_id": "BUSI_0192_M",
|
| 490 |
+
"sen": 0.655524637370043
|
| 491 |
+
},
|
| 492 |
+
{
|
| 493 |
+
"biou": 0.043902672218860433,
|
| 494 |
+
"dice": 0.6237377979848072,
|
| 495 |
+
"hd95": 39.369850158691406,
|
| 496 |
+
"iou": 0.45321146371875237,
|
| 497 |
+
"ppv": 0.46807454737702986,
|
| 498 |
+
"sample_id": "BUSI_0360_B",
|
| 499 |
+
"sen": 0.9345238127716363
|
| 500 |
+
},
|
| 501 |
+
{
|
| 502 |
+
"biou": 0.10545487074368337,
|
| 503 |
+
"dice": 0.7233201763293692,
|
| 504 |
+
"hd95": 40.46162414550781,
|
| 505 |
+
"iou": 0.5665635122225477,
|
| 506 |
+
"ppv": 0.5695021193462532,
|
| 507 |
+
"sample_id": "BUSI_0008_B",
|
| 508 |
+
"sen": 0.9909747308709872
|
| 509 |
+
},
|
| 510 |
+
{
|
| 511 |
+
"biou": 0.05109512138804833,
|
| 512 |
+
"dice": 0.7780219841202751,
|
| 513 |
+
"hd95": 46.131858825683594,
|
| 514 |
+
"iou": 0.6366906638178658,
|
| 515 |
+
"ppv": 0.6372637426974013,
|
| 516 |
+
"sample_id": "BUSI_0012_M",
|
| 517 |
+
"sen": 0.9985895628639236
|
| 518 |
+
},
|
| 519 |
+
{
|
| 520 |
+
"biou": 0.09953724547748949,
|
| 521 |
+
"dice": 0.9586583467369506,
|
| 522 |
+
"hd95": 6.097362518310547,
|
| 523 |
+
"iou": 0.9205992524232349,
|
| 524 |
+
"ppv": 0.9372735950948791,
|
| 525 |
+
"sample_id": "BUSI_0339_B",
|
| 526 |
+
"sen": 0.9810417086202013
|
| 527 |
+
},
|
| 528 |
+
{
|
| 529 |
+
"biou": 0.0721654267188522,
|
| 530 |
+
"dice": 0.925685789242604,
|
| 531 |
+
"hd95": 2.2360680103302,
|
| 532 |
+
"iou": 0.8616527519356776,
|
| 533 |
+
"ppv": 0.9044834401088265,
|
| 534 |
+
"sample_id": "BUSI_0368_B",
|
| 535 |
+
"sen": 0.9479060318788527
|
| 536 |
+
},
|
| 537 |
+
{
|
| 538 |
+
"biou": 0.026595917270227434,
|
| 539 |
+
"dice": 0.6814972734581421,
|
| 540 |
+
"hd95": 22.647212982177734,
|
| 541 |
+
"iou": 0.5168721051349342,
|
| 542 |
+
"ppv": 0.8940929781861944,
|
| 543 |
+
"sample_id": "BUSI_0204_M",
|
| 544 |
+
"sen": 0.5505811547442714
|
| 545 |
+
},
|
| 546 |
+
{
|
| 547 |
+
"biou": 0.00549477871022563,
|
| 548 |
+
"dice": 0.5128327111969413,
|
| 549 |
+
"hd95": 29.0,
|
| 550 |
+
"iou": 0.34483862752193584,
|
| 551 |
+
"ppv": 0.987191218006293,
|
| 552 |
+
"sample_id": "BUSI_0134_M",
|
| 553 |
+
"sen": 0.3463884640003703
|
| 554 |
+
},
|
| 555 |
+
{
|
| 556 |
+
"biou": 0.08695675525402681,
|
| 557 |
+
"dice": 0.9241491098193013,
|
| 558 |
+
"hd95": 8.484441757202148,
|
| 559 |
+
"iou": 0.858993677041468,
|
| 560 |
+
"ppv": 0.8740036825872568,
|
| 561 |
+
"sample_id": "BUSI_0216_B",
|
| 562 |
+
"sen": 0.9803989002613859
|
| 563 |
+
},
|
| 564 |
+
{
|
| 565 |
+
"biou": 0.2897202899810374,
|
| 566 |
+
"dice": 0.9419795287850365,
|
| 567 |
+
"hd95": 1.5020779371261597,
|
| 568 |
+
"iou": 0.890322604231698,
|
| 569 |
+
"ppv": 0.9561201025126784,
|
| 570 |
+
"sample_id": "BUSI_0016_B",
|
| 571 |
+
"sen": 0.9282511371634221
|
| 572 |
+
},
|
| 573 |
+
{
|
| 574 |
+
"biou": 0.05444153167864422,
|
| 575 |
+
"dice": 0.4161788340559118,
|
| 576 |
+
"hd95": 53.561153411865234,
|
| 577 |
+
"iou": 0.2627688419768534,
|
| 578 |
+
"ppv": 0.2728541774998542,
|
| 579 |
+
"sample_id": "BUSI_0331_B",
|
| 580 |
+
"sen": 0.8766816281747054
|
| 581 |
+
},
|
| 582 |
+
{
|
| 583 |
+
"biou": 0.1793613809922897,
|
| 584 |
+
"dice": 0.9794422597475665,
|
| 585 |
+
"hd95": 2.0,
|
| 586 |
+
"iou": 0.9597127349848882,
|
| 587 |
+
"ppv": 0.9742176391497575,
|
| 588 |
+
"sample_id": "BUSI_0009_B",
|
| 589 |
+
"sen": 0.9847232209790938
|
| 590 |
+
},
|
| 591 |
+
{
|
| 592 |
+
"biou": 3.058103040335462e-07,
|
| 593 |
+
"dice": 1.9398641718746037e-08,
|
| 594 |
+
"hd95": 124.5315170288086,
|
| 595 |
+
"iou": 1.9398641718746037e-08,
|
| 596 |
+
"ppv": 2.793295309135389e-07,
|
| 597 |
+
"sample_id": "BUSI_0256_B",
|
| 598 |
+
"sen": 2.0846361875206133e-08
|
| 599 |
+
},
|
| 600 |
+
{
|
| 601 |
+
"biou": 0.09583371006928747,
|
| 602 |
+
"dice": 0.9205457495768158,
|
| 603 |
+
"hd95": 4.0,
|
| 604 |
+
"iou": 0.8527881150343409,
|
| 605 |
+
"ppv": 0.8919129166475182,
|
| 606 |
+
"sample_id": "BUSI_0419_B",
|
| 607 |
+
"sen": 0.951077947671812
|
| 608 |
+
},
|
| 609 |
+
{
|
| 610 |
+
"biou": 0.01125722115249134,
|
| 611 |
+
"dice": 0.884004129164044,
|
| 612 |
+
"hd95": 9.52303695678711,
|
| 613 |
+
"iou": 0.7921213280539795,
|
| 614 |
+
"ppv": 0.9442239871202824,
|
| 615 |
+
"sample_id": "BUSI_0196_M",
|
| 616 |
+
"sen": 0.8310050479044422
|
| 617 |
+
}
|
| 618 |
+
],
|
| 619 |
+
"strategy": 3
|
| 620 |
+
}
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/evaluation_summary.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"mean_dice": 0.6751614809036255,
|
| 3 |
+
"mean_iou": 0.5786560773849487
|
| 4 |
+
}
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/history.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/low_iou_samples.csv
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
sample_id
|
| 2 |
+
BUSI_0273_B
|
| 3 |
+
BUSI_0163_M
|
| 4 |
+
BUSI_0315_B
|
| 5 |
+
BUSI_0222_B
|
| 6 |
+
BUSI_0119_B
|
| 7 |
+
BUSI_0256_B
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/run_config.json
ADDED
|
@@ -0,0 +1,102 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"a3c_entropy_coeff": 0.003712624179040533,
|
| 3 |
+
"asymmetric_reward_alpha": 0.5553304210317992,
|
| 4 |
+
"backbone_family": "smp",
|
| 5 |
+
"base_split_manifest_path": "/workspace/runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/splits/split_001.json",
|
| 6 |
+
"best_checkpoint_metric_name": "val_iou_gain",
|
| 7 |
+
"best_checkpoint_metrics": {
|
| 8 |
+
"1": "val_iou",
|
| 9 |
+
"2": "val_iou",
|
| 10 |
+
"3": "val_iou_gain",
|
| 11 |
+
"4": "val_iou_gain",
|
| 12 |
+
"5": "val_iou_gain"
|
| 13 |
+
},
|
| 14 |
+
"binary_reward_weight": 0.6016074139373169,
|
| 15 |
+
"boundary_reward_weight": 0.6095643339798968,
|
| 16 |
+
"critic_loss_weight": 0.5212296337434775,
|
| 17 |
+
"data_root": "/workspace/BUSI_with_classes",
|
| 18 |
+
"dataset_name": "BUSI_with_classes",
|
| 19 |
+
"dataset_percent": 0.15,
|
| 20 |
+
"dataset_split_policy": "stratified",
|
| 21 |
+
"dataset_splits_path": "/workspace/runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/splits/split_001.json",
|
| 22 |
+
"decoder_lr": 0.0,
|
| 23 |
+
"dropout_p": 0.0599326836668414,
|
| 24 |
+
"early_stopping_min_delta": 0.0,
|
| 25 |
+
"early_stopping_mode": "auto",
|
| 26 |
+
"early_stopping_monitor": "auto",
|
| 27 |
+
"early_stopping_patience": 0,
|
| 28 |
+
"early_stopping_start_epoch": 1,
|
| 29 |
+
"encoder_lr": 0.0002758206281092185,
|
| 30 |
+
"entropy_alpha_init": 0.16391552721668934,
|
| 31 |
+
"entropy_lr": 0.0007688106801474952,
|
| 32 |
+
"entropy_target_ratio": 0.43871283308838427,
|
| 33 |
+
"evaluation_checkpoint_mode": "best",
|
| 34 |
+
"execution_mode": "train_eval",
|
| 35 |
+
"folds_experiment_name": "stratified_holdout_v1",
|
| 36 |
+
"gae_lambda": 0.8944772161195532,
|
| 37 |
+
"gamma": 0.95,
|
| 38 |
+
"grad_clip_norm": 6.0,
|
| 39 |
+
"gt_error_dropout": 0.4,
|
| 40 |
+
"head_lr": 0.0002908999360857405,
|
| 41 |
+
"max_epochs": 250,
|
| 42 |
+
"mc_dropout_p": 0.49497765893871026,
|
| 43 |
+
"mc_n_passes": 4,
|
| 44 |
+
"min_alpha": 0.0005693074767644616,
|
| 45 |
+
"normalization_cache_path": "/workspace/runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/norm_stats_BUSI_with_classes_stratified_80_10_10_015pct_repeat01.json",
|
| 46 |
+
"num_actions": 5,
|
| 47 |
+
"percent_sampling_mode": "incremental",
|
| 48 |
+
"project_dir": "/workspace",
|
| 49 |
+
"refine_delta_large": 0.20071320523192807,
|
| 50 |
+
"refine_delta_small": 0.09791237813339448,
|
| 51 |
+
"reward_boundary_focus": 0.33346118831249305,
|
| 52 |
+
"reward_inaction_cost": 0.0490105049931256,
|
| 53 |
+
"rl_lr": 0.00010813783435909571,
|
| 54 |
+
"run_name": "split=001 | repeat=01 | strategy=3 | pct=15%",
|
| 55 |
+
"run_type": "final",
|
| 56 |
+
"save_history_incrementally": false,
|
| 57 |
+
"scheduler_factor": 0.5,
|
| 58 |
+
"scheduler_min_lr": 1e-05,
|
| 59 |
+
"scheduler_patience": 5,
|
| 60 |
+
"scheduler_threshold": 0.001,
|
| 61 |
+
"selected_split_manifest_path": "/workspace/runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_015_repeat_01.json",
|
| 62 |
+
"smp_decoder_type": "Unet",
|
| 63 |
+
"smp_encoder_depth": 5,
|
| 64 |
+
"smp_encoder_name": "efficientnet-b0",
|
| 65 |
+
"smp_encoder_proj_dim": 192,
|
| 66 |
+
"smp_encoder_weights": "imagenet",
|
| 67 |
+
"split_repeat_index": 1,
|
| 68 |
+
"split_seed": 293900785,
|
| 69 |
+
"split_type": "80_10_10",
|
| 70 |
+
"strategy": 3,
|
| 71 |
+
"strategy2_checkpoint_mode": "specific",
|
| 72 |
+
"strategy2_checkpoint_path": "/workspace/best.pt",
|
| 73 |
+
"strategy3_action_mode": "delta",
|
| 74 |
+
"strategy3_decoder_ce_weight": 0.0,
|
| 75 |
+
"strategy3_decoder_dice_weight": 0.0,
|
| 76 |
+
"strategy3_decoder_unfreeze_warmup_fraction": 0.15,
|
| 77 |
+
"strategy3_encoder_unfreeze_warmup_fraction": 0.45,
|
| 78 |
+
"strategy3_freeze_bootstrapped_segmentation": true,
|
| 79 |
+
"strategy3_gradual_unfreeze_decoder_freeze_encoder": false,
|
| 80 |
+
"strategy3_layerwise_gradual_unfreeze_decoder_freeze_encoder": false,
|
| 81 |
+
"strategy3_rl_grad_clip_norm": 3.678930600883288,
|
| 82 |
+
"strategy3_trainability_mode": "legacy_bootstrap_freeze",
|
| 83 |
+
"strategy3_unfreeze_decoder_freeze_encoder": false,
|
| 84 |
+
"strategy3_unfreeze_decoder_gradual_unfreeze_encoder": false,
|
| 85 |
+
"strategy3_unfreeze_decoder_layerwise_gradual_unfreeze_encoder": false,
|
| 86 |
+
"strategy3_unfreeze_decoder_unfreeze_encoder": false,
|
| 87 |
+
"subset_manifest_path": "/workspace/runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_015_repeat_01.json",
|
| 88 |
+
"subset_repeat_index": 1,
|
| 89 |
+
"subset_sampling_source": "incremental_chain",
|
| 90 |
+
"subset_seed": 594528567,
|
| 91 |
+
"threshold": 0.49683582808326887,
|
| 92 |
+
"tmax": 5,
|
| 93 |
+
"train_resume_mode": "off",
|
| 94 |
+
"train_resume_specific_checkpoint": "",
|
| 95 |
+
"train_subset_key": "15",
|
| 96 |
+
"train_subset_source": "incremental_chain",
|
| 97 |
+
"train_subset_variant": 1,
|
| 98 |
+
"vgg_feature_dilation": 1,
|
| 99 |
+
"vgg_feature_scales": 4,
|
| 100 |
+
"weight_decay": 7.7344821566468e-06,
|
| 101 |
+
"write_epoch_diagnostic": true
|
| 102 |
+
}
|
runs/EfficientNetB0_frozen_new_image_size/repeated_holdout/stratified_holdout_v1/split_001/pct_015/repeat_01/strategy_3/final/summary.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_model_metric": 0.07360108073652294,
|
| 3 |
+
"best_model_metric_name": "val_iou_gain",
|
| 4 |
+
"best_val_dice": 0.709105675728248,
|
| 5 |
+
"best_val_iou": 0.6091521743146,
|
| 6 |
+
"best_val_iou_gain": 0.07360108073652294,
|
| 7 |
+
"device_used": "cuda",
|
| 8 |
+
"early_stopping_best_value": 0.07360108073652294,
|
| 9 |
+
"early_stopping_min_delta": 0.0,
|
| 10 |
+
"early_stopping_monitor_mode": "max",
|
| 11 |
+
"early_stopping_monitor_name": "val_iou_gain",
|
| 12 |
+
"early_stopping_patience": 0,
|
| 13 |
+
"early_stopping_start_epoch": 1,
|
| 14 |
+
"elapsed_seconds": 4692.389420509338,
|
| 15 |
+
"final_epoch": 250,
|
| 16 |
+
"resumed": false,
|
| 17 |
+
"run_type": "final",
|
| 18 |
+
"seconds_per_epoch": 18.76955768203735,
|
| 19 |
+
"strategy": 3,
|
| 20 |
+
"strategy3_bootstrap_loaded": true,
|
| 21 |
+
"strategy3_decoder_active_groups": 0,
|
| 22 |
+
"strategy3_decoder_state": "frozen",
|
| 23 |
+
"strategy3_decoder_total_groups": 6,
|
| 24 |
+
"strategy3_encoder_active_groups": 0,
|
| 25 |
+
"strategy3_encoder_state": "frozen",
|
| 26 |
+
"strategy3_encoder_total_groups": 5,
|
| 27 |
+
"strategy3_freeze_active": true,
|
| 28 |
+
"strategy3_freeze_requested": true,
|
| 29 |
+
"strategy3_segmentation_head_state": "frozen",
|
| 30 |
+
"strategy3_trainability_mode": "legacy_bootstrap_freeze"
|
| 31 |
+
}
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_005_repeat_04.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_030_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_030_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_001_pct_100_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_005_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_005_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_005_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_005_repeat_04.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_015_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_015_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_015_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_030_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_050_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_050_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_002_pct_100_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_005_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_005_repeat_02.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_005_repeat_03.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_005_repeat_04.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/EfficientNetB0_frozen_new_image_size_BUTWSTRAT2/repeated_holdout/stratified_holdout_v1/manifests/subsets/split_003_pct_015_repeat_01.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|