mx/AareLC_train
1
0 Fork 0
Code Issues Pull Requests Actions Packages Projects Releases 4 Wiki Activity

run 2026-09-28_alc-v1: gate_failed (F1 +0.045, mask IoU -0.022 vs the deployed model)
CI / ledger-and-tools (push) Successful in 17s
Details

Browse Source
This commit is contained in:
jungfrau committed 2026-09-28 19:08:07 +02:00
1 parent e0b685507f
commit e8475684d4
5 files changed
+222 -5
Download Patch File Download Diff File Expand all files Collapse all files

No files matched your search

models/registry/yolo26n-seg-alc-v1-2026-09-28/gold_report.json
+90
View File
@@ -0,0 +1,90 @@
{
"per_class": {
"loop_all": {
"tp": 110,
"fp": 11,
"fn": 7,
"precision": 0.9090909090909091,
"recall": 0.9401709401709402,
"f1": 0.9243697478991597,
"mean_mask_iou": 0.8830125353939965,
"n_matched": 110
},
"pin": {
"tp": 85,
"fp": 11,
"fn": 4,
"precision": 0.8854166666666666,
"recall": 0.9550561797752809,
"f1": 0.918918918918919,
"mean_mask_iou": 0.9207077103499136,
"n_matched": 85
},
"crystal": {
"tp": 20,
"fp": 13,
"fn": 13,
"precision": 0.6060606060606061,
"recall": 0.6060606060606061,
"f1": 0.6060606060606061,
"mean_mask_iou": 0.7936162087198457,
"n_matched": 20
},
"loop_face": {
"tp": 85,
"fp": 14,
"fn": 20,
"precision": 0.8585858585858586,
"recall": 0.8095238095238095,
"f1": 0.8333333333333333,
"mean_mask_iou": 0.8623671360009486,
"n_matched": 85
},
"ice": {
"tp": 4,
"fp": 11,
"fn": 28,
"precision": 0.26666666666666666,
"recall": 0.125,
"f1": 0.1702127659574468,
"mean_mask_iou": 0.8004176972482764,
"n_matched": 4
},
"needle": {
"tp": 0,
"fp": 0,
"fn": 1,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"mean_mask_iou": 0.0,
"n_matched": 0
}
},
"overall": {
"tp": 304,
"fp": 60,
"fn": 73,
"precision": 0.8351648351648352,
"recall": 0.8063660477453581,
"f1": 0.8205128205128206,
"mean_mask_iou": 0.8808116309097135,
"n_matched": 304
},
"dataset": {
"gold_images": 120,
"pred_images": 120,
"missing_predictions": 0,
"iou_threshold": 0.5
},
"gate": {
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"f1_delta": 0.0452,
"mask_iou_delta": -0.0217,
"class_f1_delta": {
"loop_all": 0.0786,
"pin": 0.0339
},
"pass": false
}
}
models/registry/yolo26n-seg-alc-v1-2026-09-28/metadata.json
+48
View File
@@ -0,0 +1,48 @@
{
"model_id": "yolo26n-seg-alc-v1-2026-09-28",
"family": "yolo26n",
"task": "segmentation",
"training_date": "2026-09-28",
"run": "2026-09-28_alc-v1",
"dataset": "dataset/2026-09-28_alc-v1",
"base_weights": "/home/jungfrau/AareLC/models/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": 0.5,
"flipud": 0.3,
"shear": 5.0,
"perspective": 0.0
},
"export_formats": [
"pt"
],
"metrics": {
"tp": 304,
"fp": 60,
"fn": 73,
"precision": 0.8351648351648352,
"recall": 0.8063660477453581,
"f1": 0.8205128205128206,
"mean_mask_iou": 0.8808116309097135,
"n_matched": 304
},
"gate": {
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"f1_delta": 0.0452,
"mask_iou_delta": -0.0217,
"class_f1_delta": {
"loop_all": 0.0786,
"pin": 0.0339
},
"pass": false
}
}
models/registry/yolo26n-seg-alc-v1-2026-09-28/weights.pt
LFS
BIN
View File
Binary file not shown.
runs/2026-09-28_alc-v1/metrics.json
+35
View File
@@ -0,0 +1,35 @@
{
"overall": {
"tp": 304,
"fp": 60,
"fn": 73,
"precision": 0.8351648351648352,
"recall": 0.8063660477453581,
"f1": 0.8205128205128206,
"mean_mask_iou": 0.8808116309097135,
"n_matched": 304
},
"gate": {
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"f1_delta": 0.0452,
"mask_iou_delta": -0.0217,
"class_f1_delta": {
"loop_all": 0.0786,
"pin": 0.0339
},
"pass": false
},
"training": {
"epochs_run": 277,
"precision(B)": 0.74849,
"recall(B)": 0.6278,
"mAP50(B)": 0.67598,
"mAP50-95(B)": 0.51146,
"precision(M)": 0.77169,
"recall(M)": 0.63894,
"mAP50(M)": 0.67192,
"mAP50-95(M)": 0.488
},
"version": "yolo26n-seg-alc-v1-2026-09-28",
"measured_at": "2026-09-28T17:40:30"
}
runs/2026-09-28_alc-v1/run.json
+46 -5
View File
@@ -2,18 +2,59 @@
"id": "2026-09-28_alc-v1",
"dataset": "dataset/2026-09-28_alc-v1",
"base_weights": "/home/jungfrau/AareLC/models/yolo26n-seg.pt",
"status": "exported",
"status": "gate_failed",
"created": "2026-09-28T16:51:45",
"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": 0.5,
"flipud": 0.3,
"shear": 5.0,
"perspective": 0.0
},
"version": "yolo26n-seg-alc-v1-2026-09-28",
"metrics": {
"f1": 0.8205128205128206,
"mean_mask_iou": 0.8808116309097135,
"gate_pass": false,
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"measured_at": "2026-09-28T17:40:30"
},
"history": [
{
"status": "exported",
"at": "2026-09-28T16:51:45",
"by": "jungfrau@mx-spark-01",
"note": "first loop run, on the Spark"
},
{
"status": "training",
"at": "2026-09-28T16:51:45",
"by": "jungfrau@mx-spark-01",
"note": "train_run.py"
},
{
"status": "measured",
"at": "2026-09-28T17:40:30",
"by": "jungfrau@mx-spark-01",
"note": ""
},
{
"status": "gate_failed",
"at": "2026-09-28T17:40:30",
"by": "jungfrau@mx-spark-01",
"note": "{\"baseline\": \"/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json\", \"f1_delta\": 0.0452, \"mask_iou_delta\": -0.0217, \"class_f1_delta\": {\"loop_all\": 0.0786, \"pin\": 0.0339}, \"pass\": false}"
}
]
],
"host": "mx-spark-01",
"started": "2026-09-28T16:51:45"
}