run 2026-10-30_v6-noflip-mask1: gate_failed
This commit is contained in:
jungfrau committed
1 parent
363c8cf0d1
commit
d169794647
7 files changed
+295
-5
No files matched your search
@@ -0,0 +1,108 @@
|
||||
{
|
||||
"per_class": {
|
||||
"loop_all": {
|
||||
"tp": 181,
|
||||
"fp": 17,
|
||||
"fn": 8,
|
||||
"precision": 0.9141414141414141,
|
||||
"recall": 0.9576719576719577,
|
||||
"f1": 0.9354005167958657,
|
||||
"mean_mask_iou": 0.909044518904404,
|
||||
"n_matched": 181
|
||||
},
|
||||
"pin": {
|
||||
"tp": 79,
|
||||
"fp": 15,
|
||||
"fn": 8,
|
||||
"precision": 0.8404255319148937,
|
||||
"recall": 0.9080459770114943,
|
||||
"f1": 0.87292817679558,
|
||||
"mean_mask_iou": 0.9174645165957043,
|
||||
"n_matched": 79
|
||||
},
|
||||
"crystal": {
|
||||
"tp": 95,
|
||||
"fp": 51,
|
||||
"fn": 72,
|
||||
"precision": 0.6506849315068494,
|
||||
"recall": 0.5688622754491018,
|
||||
"f1": 0.6070287539936103,
|
||||
"mean_mask_iou": 0.7505170981603402,
|
||||
"n_matched": 95
|
||||
},
|
||||
"loop_face": {
|
||||
"tp": 153,
|
||||
"fp": 45,
|
||||
"fn": 28,
|
||||
"precision": 0.7727272727272727,
|
||||
"recall": 0.8453038674033149,
|
||||
"f1": 0.8073878627968337,
|
||||
"mean_mask_iou": 0.8832341705217076,
|
||||
"n_matched": 153
|
||||
},
|
||||
"ice": {
|
||||
"tp": 4,
|
||||
"fp": 10,
|
||||
"fn": 43,
|
||||
"precision": 0.2857142857142857,
|
||||
"recall": 0.0851063829787234,
|
||||
"f1": 0.13114754098360654,
|
||||
"mean_mask_iou": 0.8565336147133991,
|
||||
"n_matched": 4
|
||||
}
|
||||
},
|
||||
"overall": {
|
||||
"tp": 512,
|
||||
"fp": 138,
|
||||
"fn": 159,
|
||||
"precision": 0.7876923076923077,
|
||||
"recall": 0.7630402384500745,
|
||||
"f1": 0.7751703255109765,
|
||||
"mean_mask_iou": 0.8728063312630174,
|
||||
"n_matched": 512
|
||||
},
|
||||
"dataset": {
|
||||
"gold_images": 288,
|
||||
"pred_images": 288,
|
||||
"missing_predictions": 0,
|
||||
"iou_threshold": 0.5,
|
||||
"ignored_objects": 242
|
||||
},
|
||||
"environment": {
|
||||
"host": "mx-spark-01",
|
||||
"ultralytics": "8.4.160",
|
||||
"torch": "2.14.0+cu130"
|
||||
},
|
||||
"gate": {
|
||||
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
|
||||
"f1_delta": -0.0179,
|
||||
"mask_iou_delta": -0.0252,
|
||||
"mask_score": 0.666,
|
||||
"mask_score_baseline": 0.6912,
|
||||
"matched_only_iou_delta": -0.0039,
|
||||
"class_f1_delta": {
|
||||
"loop_all": -0.0003,
|
||||
"pin": -0.0321
|
||||
},
|
||||
"pass_point_rule": false,
|
||||
"rule": "paired bootstrap",
|
||||
"bootstrap": {
|
||||
"frames": 288,
|
||||
"mounts": 260,
|
||||
"draws": 2000,
|
||||
"f1": {
|
||||
"delta": -0.0179,
|
||||
"lo": -0.0412,
|
||||
"hi": 0.0051,
|
||||
"win": 0.066
|
||||
},
|
||||
"mask_score": {
|
||||
"delta": -0.0252,
|
||||
"lo": -0.043,
|
||||
"hi": -0.0077,
|
||||
"win": 0.002
|
||||
}
|
||||
},
|
||||
"pass": false
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,71 @@
|
||||
{
|
||||
"model_id": "yolo26n-seg-v6-noflip-mask1-2026-10-31",
|
||||
"family": "yolo26n",
|
||||
"task": "segmentation",
|
||||
"training_date": "2026-10-31",
|
||||
"run": "2026-10-30_v6-noflip-mask1",
|
||||
"dataset": "dataset/2026-10-30_v6",
|
||||
"base_weights": "models/base/yolo26n-seg.pt",
|
||||
"hyperparams": {
|
||||
"epochs": 400,
|
||||
"patience": 50,
|
||||
"imgsz": 640,
|
||||
"batch": 16,
|
||||
"device": "0",
|
||||
"overlap_mask": false,
|
||||
"scale": 0.7,
|
||||
"translate": 0.15,
|
||||
"mosaic": 0.5,
|
||||
"close_mosaic": 10,
|
||||
"fliplr": 0,
|
||||
"flipud": 0.3,
|
||||
"shear": 5.0,
|
||||
"perspective": 0.0,
|
||||
"mask_ratio": 1
|
||||
},
|
||||
"export_formats": [
|
||||
"pt"
|
||||
],
|
||||
"metrics": {
|
||||
"tp": 512,
|
||||
"fp": 138,
|
||||
"fn": 159,
|
||||
"precision": 0.7876923076923077,
|
||||
"recall": 0.7630402384500745,
|
||||
"f1": 0.7751703255109765,
|
||||
"mean_mask_iou": 0.8728063312630174,
|
||||
"n_matched": 512
|
||||
},
|
||||
"gate": {
|
||||
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
|
||||
"f1_delta": -0.0179,
|
||||
"mask_iou_delta": -0.0252,
|
||||
"mask_score": 0.666,
|
||||
"mask_score_baseline": 0.6912,
|
||||
"matched_only_iou_delta": -0.0039,
|
||||
"class_f1_delta": {
|
||||
"loop_all": -0.0003,
|
||||
"pin": -0.0321
|
||||
},
|
||||
"pass_point_rule": false,
|
||||
"rule": "paired bootstrap",
|
||||
"bootstrap": {
|
||||
"frames": 288,
|
||||
"mounts": 260,
|
||||
"draws": 2000,
|
||||
"f1": {
|
||||
"delta": -0.0179,
|
||||
"lo": -0.0412,
|
||||
"hi": 0.0051,
|
||||
"win": 0.066
|
||||
},
|
||||
"mask_score": {
|
||||
"delta": -0.0252,
|
||||
"lo": -0.043,
|
||||
"hi": -0.0077,
|
||||
"win": 0.002
|
||||
}
|
||||
},
|
||||
"pass": false
|
||||
}
|
||||
}
|
||||
Binary file not shown.
@@ -0,0 +1 @@
|
||||
{"weights": "runs/2026-10-30_v6-noflip-mask1/ultralytics/train/weights/best.pt", "frames": 150, "imgsz": 640, "infer_scale": 0.5, "half": true, "ms_median": 4.21, "ms_p90": 4.49, "ms_max": 6.91, "fps_median": 237.3, "device": "0", "backend": "pytorch", "gpu": "NVIDIA GB10", "ultralytics": "8.4.160", "torch": "2.14.0+cu130"}
|
||||
@@ -0,0 +1,57 @@
|
||||
{
|
||||
"overall": {
|
||||
"tp": 512,
|
||||
"fp": 138,
|
||||
"fn": 159,
|
||||
"precision": 0.7876923076923077,
|
||||
"recall": 0.7630402384500745,
|
||||
"f1": 0.7751703255109765,
|
||||
"mean_mask_iou": 0.8728063312630174,
|
||||
"n_matched": 512
|
||||
},
|
||||
"gate": {
|
||||
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
|
||||
"f1_delta": -0.0179,
|
||||
"mask_iou_delta": -0.0252,
|
||||
"mask_score": 0.666,
|
||||
"mask_score_baseline": 0.6912,
|
||||
"matched_only_iou_delta": -0.0039,
|
||||
"class_f1_delta": {
|
||||
"loop_all": -0.0003,
|
||||
"pin": -0.0321
|
||||
},
|
||||
"pass_point_rule": false,
|
||||
"rule": "paired bootstrap",
|
||||
"bootstrap": {
|
||||
"frames": 288,
|
||||
"mounts": 260,
|
||||
"draws": 2000,
|
||||
"f1": {
|
||||
"delta": -0.0179,
|
||||
"lo": -0.0412,
|
||||
"hi": 0.0051,
|
||||
"win": 0.066
|
||||
},
|
||||
"mask_score": {
|
||||
"delta": -0.0252,
|
||||
"lo": -0.043,
|
||||
"hi": -0.0077,
|
||||
"win": 0.002
|
||||
}
|
||||
},
|
||||
"pass": false
|
||||
},
|
||||
"training": {
|
||||
"epochs_run": 161,
|
||||
"precision(B)": 0.80171,
|
||||
"recall(B)": 0.71203,
|
||||
"mAP50(B)": 0.73962,
|
||||
"mAP50-95(B)": 0.58688,
|
||||
"precision(M)": 0.79864,
|
||||
"recall(M)": 0.71092,
|
||||
"mAP50(M)": 0.73586,
|
||||
"mAP50-95(M)": 0.57043
|
||||
},
|
||||
"version": "yolo26n-seg-v6-noflip-mask1-2026-10-31",
|
||||
"measured_at": "2026-10-31T02:12:12"
|
||||
}
|
||||
@@ -2,18 +2,60 @@
|
||||
"id": "2026-10-30_v6-noflip-mask1",
|
||||
"dataset": "dataset/2026-10-30_v6",
|
||||
"base_weights": "models/base/yolo26n-seg.pt",
|
||||
"status": "exported",
|
||||
"status": "gate_failed",
|
||||
"created": "2026-10-30T16:52:13",
|
||||
"created_by": "jungfrau@mx-spark-01",
|
||||
"hyperparams": {},
|
||||
"version": null,
|
||||
"metrics": {},
|
||||
"hyperparams": {
|
||||
"epochs": 400,
|
||||
"patience": 50,
|
||||
"imgsz": 640,
|
||||
"batch": 16,
|
||||
"device": "0",
|
||||
"overlap_mask": false,
|
||||
"scale": 0.7,
|
||||
"translate": 0.15,
|
||||
"mosaic": 0.5,
|
||||
"close_mosaic": 10,
|
||||
"fliplr": 0,
|
||||
"flipud": 0.3,
|
||||
"shear": 5.0,
|
||||
"perspective": 0.0,
|
||||
"mask_ratio": 1
|
||||
},
|
||||
"version": "yolo26n-seg-v6-noflip-mask1-2026-10-31",
|
||||
"metrics": {
|
||||
"f1": 0.7751703255109765,
|
||||
"mean_mask_iou": 0.8728063312630174,
|
||||
"gate_pass": false,
|
||||
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
|
||||
"measured_at": "2026-10-31T02:12:12"
|
||||
},
|
||||
"history": [
|
||||
{
|
||||
"status": "exported",
|
||||
"at": "2026-10-30T16:52:13",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": "promoted recipe (fliplr 0, mask_ratio 1) on dataset v6: candidate for the beamlines, Spark"
|
||||
},
|
||||
{
|
||||
"status": "training",
|
||||
"at": "2026-10-30T16:52:13",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": "train_run.py"
|
||||
},
|
||||
{
|
||||
"status": "measured",
|
||||
"at": "2026-10-31T02:12:12",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": ""
|
||||
},
|
||||
{
|
||||
"status": "gate_failed",
|
||||
"at": "2026-10-31T02:12:12",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": "{\"baseline\": \"/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json\", \"f1_delta\": -0.0179, \"mask_iou_delta\": -0.0252, \"mask_score\": 0.666, \"mask_score_baseline\": 0.6912, \"matched_only_iou_delta\": -0.0039, \"class_f1_delta\": {\"loop_all\": -0.0003, \"pin\": -0.0321}, \"pass_point_rule\": false, \"rule\": \"paired bootstrap\", \"bootstrap\": {\"frames\": 288, \"mounts\": 260, \"draws\": 2000, \"f1\": {\"delta\": -0.0179, \"lo\": -0.0412, \"hi\": 0.0051, \"win\": 0.066}, \"mask_score\": {\"delta\": -0.0252, \"lo\": -0.043, \"hi\": -0.0077, \"win\": 0.002}}, \"pass\": false}"
|
||||
}
|
||||
]
|
||||
],
|
||||
"host": "mx-spark-01",
|
||||
"started": "2026-10-30T16:52:13"
|
||||
}
|
||||
@@ -27,6 +27,7 @@ Generated by `python tools/ledger.py render`; do not edit by hand.
|
||||
| 2026-10-25_v5-amp | gate_failed | dataset/2026-10-22_v5 | models/base/yolo26n-seg.pt | yolo26n-seg-v5-amp-2026-10-25 | 0.746 | 0.865 | no | 2026-10-25T21:37 |
|
||||
| 2026-10-25_v5-warm | gate_failed | dataset/2026-10-22_v5 | models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/weights.pt | weights-seg-v5-warm-2026-10-26 | 0.757 | 0.861 | no | 2026-10-26T01:43 |
|
||||
| 2026-10-26_v5h-noflip-mask1 | gate_failed | dataset/2026-10-26_v5h | models/base/yolo26n-seg.pt | yolo26n-seg-v5h-noflip-mask1-2026-10-26 | 0.716 | 0.866 | no | 2026-10-26T09:16 |
|
||||
| 2026-10-30_v6-noflip-mask1 | gate_failed | dataset/2026-10-30_v6 | models/base/yolo26n-seg.pt | yolo26n-seg-v6-noflip-mask1-2026-10-31 | 0.775 | 0.873 | no | 2026-10-31T02:12 |
|
||||
|
||||
States: exported → queued → training → measured → gate_passed → gate_failed → promoted → deployed (or aborted).
|
||||
|
||||
@@ -221,3 +222,10 @@ States: exported → queued → training → measured → gate_passed → gate_f
|
||||
- 2026-10-26T01:43:39 · training · jungfrau@mx-spark-01 — train_run.py
|
||||
- 2026-10-26T09:16:24 · measured · jungfrau@mx-spark-01
|
||||
- 2026-10-26T09:16:24 · gate_failed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json", "f1_delta": -0.0448, "mask_iou_delta": -0.0327, "mask_score": 0.6503, "mask_score_baseline": 0.6831, "matched_only_iou_delta": 0.0043, "class_f1_delta": {"loop_all": -0.0483, "pin": -0.0221}, "pass_point_rule": false, "rule": "paired bootstrap", "bootstrap": {"frames": 335, "mounts": 300, "draws": 2000, "f1": {"delta": -0.0448, "lo": -0.074, "hi": -0.0181, "win": 0.001}, "mask_score": {"delta": -0.0327, "lo": -0.0544, "hi": -0.0126, "win": 0.001}}, "pass": false}
|
||||
|
||||
## 2026-10-30_v6-noflip-mask1
|
||||
|
||||
- 2026-10-30T16:52:13 · exported · jungfrau@mx-spark-01 — promoted recipe (fliplr 0, mask_ratio 1) on dataset v6: candidate for the beamlines, Spark
|
||||
- 2026-10-30T16:52:13 · training · jungfrau@mx-spark-01 — train_run.py
|
||||
- 2026-10-31T02:12:12 · measured · jungfrau@mx-spark-01
|
||||
- 2026-10-31T02:12:12 · gate_failed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json", "f1_delta": -0.0179, "mask_iou_delta": -0.0252, "mask_score": 0.666, "mask_score_baseline": 0.6912, "matched_only_iou_delta": -0.0039, "class_f1_delta": {"loop_all": -0.0003, "pin": -0.0321}, "pass_point_rule": false, "rule": "paired bootstrap", "bootstrap": {"frames": 288, "mounts": 260, "draws": 2000, "f1": {"delta": -0.0179, "lo": -0.0412, "hi": 0.0051, "win": 0.066}, "mask_score": {"delta": -0.0252, "lo": -0.043, "hi": -0.0077, "win": 0.002}}, "pass": false}
|
||||
Reference in new issue
Block a user