run 2026-10-26_v5h-noflip-mask1: gate_failed
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"gate": {
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@@ -0,0 +1,71 @@
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{
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"model_id": "yolo26n-seg-v5h-noflip-mask1-2026-10-26",
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"family": "yolo26n",
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"task": "segmentation",
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"training_date": "2026-10-26",
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"run": "2026-10-26_v5h-noflip-mask1",
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"dataset": "dataset/2026-10-26_v5h",
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"base_weights": "models/base/yolo26n-seg.pt",
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"hyperparams": {
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"gate": {
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"pass": false
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}
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{"weights": "runs/2026-10-26_v5h-noflip-mask1/ultralytics/train/weights/best.pt", "frames": 150, "imgsz": 640, "infer_scale": 0.5, "half": true, "ms_median": 4.23, "ms_p90": 4.35, "ms_max": 7.1, "fps_median": 236.2, "device": "0", "backend": "pytorch", "gpu": "NVIDIA GB10", "ultralytics": "8.4.160", "torch": "2.14.0+cu130"}
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@@ -0,0 +1,57 @@
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{
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"gate": {
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"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
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"rule": "paired bootstrap",
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"f1": {
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}
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},
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"pass": false
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"training": {
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"precision(B)": 0.72206,
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"mAP50(M)": 0.70593,
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"mAP50-95(M)": 0.55179
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},
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"version": "yolo26n-seg-v5h-noflip-mask1-2026-10-26",
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"measured_at": "2026-10-26T09:16:24"
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}
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@@ -2,18 +2,60 @@
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"id": "2026-10-26_v5h-noflip-mask1",
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"dataset": "dataset/2026-10-26_v5h",
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"base_weights": "models/base/yolo26n-seg.pt",
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"status": "exported",
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"status": "gate_failed",
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"created": "2026-10-26T01:43:39",
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"created_by": "jungfrau@mx-spark-01",
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"hyperparams": {},
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"version": null,
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"metrics": {},
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"hyperparams": {
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"device": "0",
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"overlap_mask": false,
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"translate": 0.15,
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"mosaic": 0.5,
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"close_mosaic": 10,
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"fliplr": 0,
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"flipud": 0.3,
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"shear": 5.0,
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"perspective": 0.0,
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"mask_ratio": 1
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},
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"version": "yolo26n-seg-v5h-noflip-mask1-2026-10-26",
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"metrics": {
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"f1": 0.715824357912179,
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"mean_mask_iou": 0.8656035077562974,
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"gate_pass": false,
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"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
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"measured_at": "2026-10-26T09:16:24"
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},
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"history": [
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{
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"status": "exported",
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"at": "2026-10-26T01:43:39",
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"by": "jungfrau@mx-spark-01",
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"note": "promoted recipe (fliplr 0, mask_ratio 1) on dataset v5h: v5 with half of the accepted-unchanged frames (export.accepted_share 0.5, rare classes kept), gate only, Spark"
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},
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{
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"status": "training",
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"at": "2026-10-26T01:43:39",
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"by": "jungfrau@mx-spark-01",
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"note": "train_run.py"
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},
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{
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"status": "measured",
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"at": "2026-10-26T09:16:24",
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"by": "jungfrau@mx-spark-01",
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"note": ""
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},
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{
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"status": "gate_failed",
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"at": "2026-10-26T09:16:24",
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"by": "jungfrau@mx-spark-01",
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"note": "{\"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}"
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}
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]
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],
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"host": "mx-spark-01",
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"started": "2026-10-26T01:43:39"
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}
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@@ -26,6 +26,7 @@ Generated by `python tools/ledger.py render`; do not edit by hand.
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| 2026-10-23_v5-s-noflip-mask1 | promoted | dataset/2026-10-22_v5 | models/base/yolo26s-seg.pt | yolo26s-seg-v5-s-noflip-mask1-2026-10-25 | 0.761 | 0.861 | yes | 2026-10-25T22:15 |
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| 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 |
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| 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 |
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| 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 |
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States: exported → queued → training → measured → gate_passed → gate_failed → promoted → deployed (or aborted).
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@@ -212,3 +213,10 @@ States: exported → queued → training → measured → gate_passed → gate_f
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- 2026-10-25T21:54:51 · training · jungfrau@mx-spark-01 — train_run.py
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- 2026-10-26T01:43:22 · measured · jungfrau@mx-spark-01
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- 2026-10-26T01:43:22 · 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": -0.0039, "mask_iou_delta": -0.0075, "mask_score": 0.6755, "mask_score_baseline": 0.6831, "matched_only_iou_delta": -0.0001, "class_f1_delta": {"loop_all": 0.001, "pin": -0.0102}, "pass_point_rule": false, "rule": "paired bootstrap", "bootstrap": {"frames": 335, "mounts": 300, "draws": 2000, "f1": {"delta": -0.0039, "lo": -0.0266, "hi": 0.0186, "win": 0.377}, "mask_score": {"delta": -0.0075, "lo": -0.0241, "hi": 0.0084, "win": 0.171}}, "pass": false}
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## 2026-10-26_v5h-noflip-mask1
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- 2026-10-26T01:43:39 · exported · jungfrau@mx-spark-01 — promoted recipe (fliplr 0, mask_ratio 1) on dataset v5h: v5 with half of the accepted-unchanged frames (export.accepted_share 0.5, rare classes kept), gate only, Spark
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- 2026-10-26T01:43:39 · training · jungfrau@mx-spark-01 — train_run.py
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- 2026-10-26T09:16:24 · measured · jungfrau@mx-spark-01
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- 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}
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