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ledger: v3-noflip-mask1 training on the Spark (restarted 07:13 after a memory-starved hang); v2-noflip-mask1 aborted, superseded by v3

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Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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jungfrauandClaude Fable 5.1 committed 2026-09-30 07:16:27 +02:00
1 parent d562b94671
commit 09cb49a3a2
3 files changed
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runs/2026-09-29_v2-noflip-mask1/run.json
+7 -1
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@@ -2,7 +2,7 @@
"id": "2026-09-29_v2-noflip-mask1",
"dataset": "dataset/2026-09-29_v2",
"base_weights": "models/base/yolo26n-seg.pt",
"status": "exported",
"status": "aborted",
"created": "2026-09-29T17:06:19",
"created_by": "jungfrau@mx-spark-01",
"hyperparams": {},
@@ -14,6 +14,12 @@
"at": "2026-09-29T17:06:19",
"by": "jungfrau@mx-spark-01",
"note": "default recipe (no flip, full-resolution masks) on dataset v2: to be trained on the cluster with sbatch slurm/train.sbatch"
},
{
"status": "aborted",
"at": "2026-09-30T07:16:27",
"by": "jungfrau@mx-spark-01",
"note": "superseded: dataset v3 exists, cluster runs registered on it instead"
}
]
}
runs/2026-09-29_v3-noflip-mask1/run.json
+33 -3
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@@ -2,10 +2,26 @@
"id": "2026-09-29_v3-noflip-mask1",
"dataset": "dataset/2026-09-29_v3",
"base_weights": "models/base/yolo26n-seg.pt",
"status": "exported",
"status": "training",
"created": "2026-09-29T22:41:13",
"created_by": "jungfrau@mx-spark-01",
"hyperparams": {},
"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": null,
"metrics": {},
"history": [
@@ -14,6 +30,20 @@
"at": "2026-09-29T22:41:13",
"by": "jungfrau@mx-spark-01",
"note": "promoted recipe (fliplr 0, mask_ratio 1) on dataset v3: candidate for the beamlines, Spark"
},
{
"status": "training",
"at": "2026-09-29T23:42:41",
"by": "jungfrau@mx-spark-01",
"note": "train_run.py"
},
{
"status": "training",
"at": "2026-09-30T07:12:16",
"by": "jungfrau@mx-spark-01",
"note": "train_run.py"
}
]
],
"host": "mx-spark-01",
"started": "2026-09-30T07:12:16"
}
runs/clean_gold_comparison.json
+70
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@@ -560,6 +560,76 @@
"missing_predictions": 0,
"iou_threshold": 0.5
}
},
"2026-09-29_v3-recipeA": {
"per_class": {
"loop_all": {
"tp": 134,
"fp": 8,
"fn": 5,
"precision": 0.9436619718309859,
"recall": 0.9640287769784173,
"f1": 0.9537366548042705,
"mean_mask_iou": 0.88580233584997,
"n_matched": 134
},
"pin": {
"tp": 108,
"fp": 15,
"fn": 8,
"precision": 0.8780487804878049,
"recall": 0.9310344827586207,
"f1": 0.903765690376569,
"mean_mask_iou": 0.9103676558084492,
"n_matched": 108
},
"crystal": {
"tp": 19,
"fp": 15,
"fn": 21,
"precision": 0.5588235294117647,
"recall": 0.475,
"f1": 0.5135135135135136,
"mean_mask_iou": 0.8033218114573291,
"n_matched": 19
},
"loop_face": {
"tp": 107,
"fp": 29,
"fn": 13,
"precision": 0.7867647058823529,
"recall": 0.8916666666666667,
"f1": 0.8359375,
"mean_mask_iou": 0.8633734165880902,
"n_matched": 107
},
"ice": {
"tp": 2,
"fp": 3,
"fn": 8,
"precision": 0.4,
"recall": 0.2,
"f1": 0.26666666666666666,
"mean_mask_iou": 0.8381010429364757,
"n_matched": 2
}
},
"overall": {
"tp": 370,
"fp": 70,
"fn": 55,
"precision": 0.8409090909090909,
"recall": 0.8705882352941177,
"f1": 0.8554913294797689,
"mean_mask_iou": 0.8819932213775576,
"n_matched": 370
},
"dataset": {
"gold_images": 149,
"pred_images": 203,
"missing_predictions": 0,
"iou_threshold": 0.5
}
}
}
}