run 2026-10-25_v5-warm: gate_failed
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{
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"family": "weights",
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{"weights": "runs/2026-10-25_v5-warm/ultralytics/train/weights/best.pt", "frames": 150, "imgsz": 640, "infer_scale": 0.5, "half": true, "ms_median": 4.04, "ms_p90": 4.11, "ms_max": 6.76, "fps_median": 247.8, "device": "0", "backend": "pytorch", "gpu": "NVIDIA GB10", "ultralytics": "8.4.160", "torch": "2.14.0+cu130"}
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"training": {
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"version": "weights-seg-v5-warm-2026-10-26",
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"measured_at": "2026-10-26T01:43:22"
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}
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@@ -2,7 +2,7 @@
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"id": "2026-10-25_v5-warm",
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"dataset": "dataset/2026-10-22_v5",
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"base_weights": "models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/weights.pt",
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"status": "training",
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"status": "gate_failed",
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"created": "2026-10-25T21:54:51",
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"created_by": "jungfrau@mx-spark-01",
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"hyperparams": {
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@@ -25,8 +25,14 @@
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"lr0": 0.002,
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"warmup_epochs": 1
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},
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"version": null,
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},
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"history": [
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{
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"status": "exported",
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@@ -39,6 +45,18 @@
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"at": "2026-10-25T21:54:51",
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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": "2026-10-26T01:43:22",
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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": "2026-10-26T01:43:22",
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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\": -0.0039, \"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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}
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"train_args": {
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+13
-1
@@ -23,8 +23,9 @@ Generated by `python tools/ledger.py render`; do not edit by hand.
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| 2026-10-22_v5-noflip-mask1 | gate_failed | dataset/2026-10-22_v5 | models/base/yolo26n-seg.pt | yolo26n-seg-v5-noflip-mask1-2026-10-25 | 0.755 | 0.859 | no | 2026-10-25T09:47 |
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| 2026-10-23_v5-m-noflip-mask1 | aborted | dataset/2026-10-22_v5 | models/base/yolo26m-seg.pt | - | - | - | - | 2026-10-23T18:53 |
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| 2026-10-23_v5-n-1024px | gate_failed | dataset/2026-10-22_v5 | models/base/yolo26n-seg.pt | yolo26n-seg-v5-n-1024px-2026-10-25 | 0.751 | 0.864 | no | 2026-10-25T09:48 |
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| 2026-10-23_v5-s-noflip-mask1 | gate_passed | dataset/2026-10-22_v5 | models/base/yolo26s-seg.pt | yolo26s-seg-v5-s-noflip-mask1-2026-10-25 | 0.761 | 0.861 | yes | 2026-10-25T09:47 |
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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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States: exported → queued → training → measured → gate_passed → gate_failed → promoted → deployed (or aborted).
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@@ -193,6 +194,10 @@ States: exported → queued → training → measured → gate_passed → gate_f
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- 2026-10-25T09:47:49 · training · jungfrau@mx-spark-01 — train_run.py
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- 2026-10-25T09:47:58 · measured · jungfrau@mx-spark-01
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- 2026-10-25T09:47:58 · gate_passed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json", "f1_delta": 0.0207, "mask_iou_delta": 0.0104, "mask_score": 0.6831, "mask_score_baseline": 0.6726, "matched_only_iou_delta": -0.002, "class_f1_delta": {"loop_all": -0.0085, "pin": 0.0064}, "pass_point_rule": true, "rule": "paired bootstrap", "bootstrap": {"frames": 335, "mounts": 300, "draws": 2000, "f1": {"delta": 0.0207, "lo": -0.0028, "hi": 0.0438, "win": 0.961}, "mask_score": {"delta": 0.0104, "lo": -0.0053, "hi": 0.027, "win": 0.9}}, "pass": true}
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- 2026-10-25T22:15:34 · training · jungfrau@mx-spark-01 — train_run.py
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- 2026-10-25T22:15:54 · measured · jungfrau@mx-spark-01
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- 2026-10-25T22:15:54 · gate_passed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json", "f1_delta": 0.0207, "mask_iou_delta": 0.0104, "mask_score": 0.6831, "mask_score_baseline": 0.6726, "matched_only_iou_delta": -0.002, "class_f1_delta": {"loop_all": -0.0085, "pin": 0.0064}, "pass_point_rule": true, "rule": "paired bootstrap", "bootstrap": {"frames": 335, "mounts": 300, "draws": 2000, "f1": {"delta": 0.0207, "lo": -0.0028, "hi": 0.0438, "win": 0.961}, "mask_score": {"delta": 0.0104, "lo": -0.0053, "hi": 0.027, "win": 0.9}}, "pass": true}
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- 2026-10-25T22:15:54 · promoted · jungfrau@mx-spark-01 — by the gate
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## 2026-10-25_v5-amp
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@@ -200,3 +205,10 @@ States: exported → queued → training → measured → gate_passed → gate_f
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- 2026-10-25T09:48:33 · training · jungfrau@mx-spark-01 — train_run.py
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- 2026-10-25T21:37:24 · measured · jungfrau@mx-spark-01
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- 2026-10-25T21:37:24 · gate_failed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json", "f1_delta": 0.0056, "mask_iou_delta": -0.0139, "mask_score": 0.6587, "mask_score_baseline": 0.6726, "matched_only_iou_delta": 0.0014, "class_f1_delta": {"loop_all": -0.0151, "pin": -0.0267}, "pass_point_rule": false, "rule": "paired bootstrap", "bootstrap": {"frames": 335, "mounts": 300, "draws": 2000, "f1": {"delta": 0.0056, "lo": -0.0175, "hi": 0.0282, "win": 0.69}, "mask_score": {"delta": -0.0139, "lo": -0.0298, "hi": 0.0016, "win": 0.042}}, "pass": false}
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## 2026-10-25_v5-warm
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- 2026-10-25T21:54:51 · exported · jungfrau@mx-spark-01 — warm start: the promoted recipe continued from the active v4 weights, 80 epochs at lr0 0.002 (SGD, 1 warm-up epoch) on dataset v5: the speed test, gate only, Spark
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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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