run 2026-09-29_v3-recipeA: gate_passed; comparison updated
This commit is contained in:
1 parent
efba872cdf
commit
d562b94671
6 files changed
+262
-6
No files matched your search
@@ -0,0 +1,93 @@
|
||||
{
|
||||
"per_class": {
|
||||
"loop_all": {
|
||||
"tp": 187,
|
||||
"fp": 10,
|
||||
"fn": 5,
|
||||
"precision": 0.949238578680203,
|
||||
"recall": 0.9739583333333334,
|
||||
"f1": 0.961439588688946,
|
||||
"mean_mask_iou": 0.8866836247364087,
|
||||
"n_matched": 187
|
||||
},
|
||||
"pin": {
|
||||
"tp": 137,
|
||||
"fp": 21,
|
||||
"fn": 9,
|
||||
"precision": 0.8670886075949367,
|
||||
"recall": 0.9383561643835616,
|
||||
"f1": 0.9013157894736841,
|
||||
"mean_mask_iou": 0.9153409492266953,
|
||||
"n_matched": 137
|
||||
},
|
||||
"crystal": {
|
||||
"tp": 35,
|
||||
"fp": 29,
|
||||
"fn": 31,
|
||||
"precision": 0.546875,
|
||||
"recall": 0.5303030303030303,
|
||||
"f1": 0.5384615384615384,
|
||||
"mean_mask_iou": 0.8090764369083178,
|
||||
"n_matched": 35
|
||||
},
|
||||
"loop_face": {
|
||||
"tp": 154,
|
||||
"fp": 37,
|
||||
"fn": 18,
|
||||
"precision": 0.806282722513089,
|
||||
"recall": 0.8953488372093024,
|
||||
"f1": 0.8484848484848484,
|
||||
"mean_mask_iou": 0.8631176500734146,
|
||||
"n_matched": 154
|
||||
},
|
||||
"ice": {
|
||||
"tp": 6,
|
||||
"fp": 16,
|
||||
"fn": 34,
|
||||
"precision": 0.2727272727272727,
|
||||
"recall": 0.15,
|
||||
"f1": 0.19354838709677416,
|
||||
"mean_mask_iou": 0.7961226947704595,
|
||||
"n_matched": 6
|
||||
},
|
||||
"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": 519,
|
||||
"fp": 113,
|
||||
"fn": 98,
|
||||
"precision": 0.8212025316455697,
|
||||
"recall": 0.8411669367909238,
|
||||
"f1": 0.8310648518815051,
|
||||
"mean_mask_iou": 0.8809751010433245,
|
||||
"n_matched": 519
|
||||
},
|
||||
"dataset": {
|
||||
"gold_images": 203,
|
||||
"pred_images": 203,
|
||||
"missing_predictions": 0,
|
||||
"iou_threshold": 0.5
|
||||
},
|
||||
"gate": {
|
||||
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-alc-v1-noflip-mask1-2026-09-29/gold_report.json",
|
||||
"f1_delta": 0.0221,
|
||||
"mask_iou_delta": 0.0074,
|
||||
"mask_score": 0.741,
|
||||
"mask_score_baseline": 0.7337,
|
||||
"matched_only_iou_delta": -0.0101,
|
||||
"class_f1_delta": {
|
||||
"loop_all": 0.0446,
|
||||
"pin": 0.0057
|
||||
},
|
||||
"pass": true
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,52 @@
|
||||
{
|
||||
"model_id": "yolo26n-seg-v3-recipeA-2026-09-29",
|
||||
"family": "yolo26n",
|
||||
"task": "segmentation",
|
||||
"training_date": "2026-09-29",
|
||||
"run": "2026-09-29_v3-recipeA",
|
||||
"dataset": "dataset/2026-09-29_v3",
|
||||
"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": 0.5,
|
||||
"flipud": 0.3,
|
||||
"shear": 5.0,
|
||||
"perspective": 0.0,
|
||||
"mask_ratio": 4
|
||||
},
|
||||
"export_formats": [
|
||||
"pt"
|
||||
],
|
||||
"metrics": {
|
||||
"tp": 519,
|
||||
"fp": 113,
|
||||
"fn": 98,
|
||||
"precision": 0.8212025316455697,
|
||||
"recall": 0.8411669367909238,
|
||||
"f1": 0.8310648518815051,
|
||||
"mean_mask_iou": 0.8809751010433245,
|
||||
"n_matched": 519
|
||||
},
|
||||
"gate": {
|
||||
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-alc-v1-noflip-mask1-2026-09-29/gold_report.json",
|
||||
"f1_delta": 0.0221,
|
||||
"mask_iou_delta": 0.0074,
|
||||
"mask_score": 0.741,
|
||||
"mask_score_baseline": 0.7337,
|
||||
"matched_only_iou_delta": -0.0101,
|
||||
"class_f1_delta": {
|
||||
"loop_all": 0.0446,
|
||||
"pin": 0.0057
|
||||
},
|
||||
"pass": true
|
||||
}
|
||||
}
|
||||
Binary file not shown.
@@ -0,0 +1,38 @@
|
||||
{
|
||||
"overall": {
|
||||
"tp": 519,
|
||||
"fp": 113,
|
||||
"fn": 98,
|
||||
"precision": 0.8212025316455697,
|
||||
"recall": 0.8411669367909238,
|
||||
"f1": 0.8310648518815051,
|
||||
"mean_mask_iou": 0.8809751010433245,
|
||||
"n_matched": 519
|
||||
},
|
||||
"gate": {
|
||||
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-alc-v1-noflip-mask1-2026-09-29/gold_report.json",
|
||||
"f1_delta": 0.0221,
|
||||
"mask_iou_delta": 0.0074,
|
||||
"mask_score": 0.741,
|
||||
"mask_score_baseline": 0.7337,
|
||||
"matched_only_iou_delta": -0.0101,
|
||||
"class_f1_delta": {
|
||||
"loop_all": 0.0446,
|
||||
"pin": 0.0057
|
||||
},
|
||||
"pass": true
|
||||
},
|
||||
"training": {
|
||||
"epochs_run": 166,
|
||||
"precision(B)": 0.6693,
|
||||
"recall(B)": 0.62086,
|
||||
"mAP50(B)": 0.66052,
|
||||
"mAP50-95(B)": 0.51515,
|
||||
"precision(M)": 0.6918,
|
||||
"recall(M)": 0.62098,
|
||||
"mAP50(M)": 0.67208,
|
||||
"mAP50-95(M)": 0.50582
|
||||
},
|
||||
"version": "yolo26n-seg-v3-recipeA-2026-09-29",
|
||||
"measured_at": "2026-09-29T23:42:37"
|
||||
}
|
||||
@@ -2,18 +2,72 @@
|
||||
"id": "2026-09-29_v3-recipeA",
|
||||
"dataset": "dataset/2026-09-29_v3",
|
||||
"base_weights": "models/base/yolo26n-seg.pt",
|
||||
"status": "exported",
|
||||
"status": "gate_passed",
|
||||
"created": "2026-09-29T22:41:12",
|
||||
"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,
|
||||
"mask_ratio": 4
|
||||
},
|
||||
"version": "yolo26n-seg-v3-recipeA-2026-09-29",
|
||||
"metrics": {
|
||||
"f1": 0.8310648518815051,
|
||||
"mean_mask_iou": 0.8809751010433245,
|
||||
"gate_pass": true,
|
||||
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-alc-v1-noflip-mask1-2026-09-29/gold_report.json",
|
||||
"measured_at": "2026-09-29T23:42:37"
|
||||
},
|
||||
"history": [
|
||||
{
|
||||
"status": "exported",
|
||||
"at": "2026-09-29T22:41:12",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": "settings A (fliplr 0.5, mask_ratio 4) on dataset v3: quick signal, gate only, Spark"
|
||||
},
|
||||
{
|
||||
"status": "training",
|
||||
"at": "2026-09-29T22:41:13",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": "train_run.py"
|
||||
},
|
||||
{
|
||||
"status": "training",
|
||||
"at": "2026-09-29T22:46:24",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": "train_run.py"
|
||||
},
|
||||
{
|
||||
"status": "training",
|
||||
"at": "2026-09-29T22:48:37",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": "train_run.py"
|
||||
},
|
||||
{
|
||||
"status": "measured",
|
||||
"at": "2026-09-29T23:42:37",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": ""
|
||||
},
|
||||
{
|
||||
"status": "gate_passed",
|
||||
"at": "2026-09-29T23:42:37",
|
||||
"by": "jungfrau@mx-spark-01",
|
||||
"note": "{\"baseline\": \"/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-alc-v1-noflip-mask1-2026-09-29/gold_report.json\", \"f1_delta\": 0.0221, \"mask_iou_delta\": 0.0074, \"mask_score\": 0.741, \"mask_score_baseline\": 0.7337, \"matched_only_iou_delta\": -0.0101, \"class_f1_delta\": {\"loop_all\": 0.0446, \"pin\": 0.0057}, \"pass\": true}"
|
||||
}
|
||||
]
|
||||
],
|
||||
"host": "mx-spark-01",
|
||||
"started": "2026-09-29T22:48:37"
|
||||
}
|
||||
+17
-1
@@ -10,9 +10,11 @@ Generated by `python tools/ledger.py render`; do not edit by hand.
|
||||
| 2026-09-28_alc-v1-mask1 | gate_failed | dataset/2026-09-28_alc-v1 | /home/jungfrau/AareLC/models/yolo26n-seg.pt | yolo26n-seg-alc-v1-mask1-2026-09-28 | 0.820 | 0.888 | no | 2026-09-28T23:54 |
|
||||
| 2026-09-28_alc-v1-noflip | gate_passed | dataset/2026-09-28_alc-v1 | /home/jungfrau/AareLC/models/yolo26n-seg.pt | yolo26n-seg-alc-v1-noflip-2026-09-28 | 0.835 | 0.881 | yes | 2026-09-28T21:30 |
|
||||
| 2026-09-28_alc-v1-overlap | aborted | dataset/2026-09-28_alc-v1 | /home/jungfrau/AareLC/models/yolo26n-seg.pt | - | - | - | - | 2026-09-28T23:55 |
|
||||
| 2026-09-29_alc-v1-noflip-mask1 | promoted | dataset/2026-09-28_alc-v1 | /home/jungfrau/AareLC/models/yolo26n-seg.pt | yolo26n-seg-alc-v1-noflip-mask1-2026-09-29 | 0.827 | 0.894 | yes | 2026-09-29T11:13 |
|
||||
| 2026-09-29_alc-v1-noflip-mask1 | deployed | dataset/2026-09-28_alc-v1 | /home/jungfrau/AareLC/models/yolo26n-seg.pt | yolo26n-seg-alc-v1-noflip-mask1-2026-09-29 | 0.827 | 0.894 | yes | 2026-09-29T20:47 |
|
||||
| 2026-09-29_v2-noflip-mask1 | exported | dataset/2026-09-29_v2 | models/base/yolo26n-seg.pt | - | - | - | - | 2026-09-29T17:06 |
|
||||
| 2026-09-29_v2-recipeA | gate_failed | dataset/2026-09-29_v2 | models/base/yolo26n-seg.pt | yolo26n-seg-v2-recipeA-2026-09-29 | 0.797 | 0.874 | no | 2026-09-29T17:56 |
|
||||
| 2026-09-29_v3-noflip-mask1 | exported | dataset/2026-09-29_v3 | models/base/yolo26n-seg.pt | - | - | - | - | 2026-09-29T22:41 |
|
||||
| 2026-09-29_v3-recipeA | gate_passed | dataset/2026-09-29_v3 | models/base/yolo26n-seg.pt | yolo26n-seg-v3-recipeA-2026-09-29 | 0.831 | 0.881 | yes | 2026-09-29T23:42 |
|
||||
|
||||
States: exported → queued → training → measured → gate_passed → gate_failed → promoted → deployed (or aborted).
|
||||
|
||||
@@ -69,6 +71,7 @@ States: exported → queued → training → measured → gate_passed → gate_f
|
||||
- 2026-09-29T10:36:12 · measured · jungfrau@mx-spark-01
|
||||
- 2026-09-29T10:36:12 · gate_passed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-alc-v1-2026-09-28/gold_report.json", "f1_delta": 0.0062, "mask_iou_delta": 0.0249, "mask_score": 0.7352, "mask_score_baseline": 0.7103, "matched_only_iou_delta": 0.0133, "class_f1_delta": {"loop_all": 0.0084, "pin": -0.0167}, "pass": true}
|
||||
- 2026-09-29T11:13:44 · promoted · jungfrau@mx-spark-01 — by decision after the A/B comparison on the unseen frames (gate had passed vs A)
|
||||
- 2026-09-29T20:47:16 · deployed · jungfrau@mx-spark-01
|
||||
|
||||
## 2026-09-29_v2-noflip-mask1
|
||||
|
||||
@@ -80,3 +83,16 @@ States: exported → queued → training → measured → gate_passed → gate_f
|
||||
- 2026-09-29T17:06:19 · training · jungfrau@mx-spark-01 — train_run.py
|
||||
- 2026-09-29T17:56:27 · measured · jungfrau@mx-spark-01
|
||||
- 2026-09-29T17:56:27 · gate_failed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-alc-v1-noflip-mask1-2026-09-29/gold_report.json", "f1_delta": -0.0123, "mask_iou_delta": -0.0039, "mask_score": 0.7298, "mask_score_baseline": 0.7337, "matched_only_iou_delta": -0.0168, "class_f1_delta": {"loop_all": 0.0089, "pin": 0.0021}, "pass": false}
|
||||
|
||||
## 2026-09-29_v3-noflip-mask1
|
||||
|
||||
- 2026-09-29T22:41:13 · exported · jungfrau@mx-spark-01 — promoted recipe (fliplr 0, mask_ratio 1) on dataset v3: candidate for the beamlines, Spark
|
||||
|
||||
## 2026-09-29_v3-recipeA
|
||||
|
||||
- 2026-09-29T22:41:12 · exported · jungfrau@mx-spark-01 — settings A (fliplr 0.5, mask_ratio 4) on dataset v3: quick signal, gate only, Spark
|
||||
- 2026-09-29T22:41:13 · training · jungfrau@mx-spark-01 — train_run.py
|
||||
- 2026-09-29T22:46:24 · training · jungfrau@mx-spark-01 — train_run.py
|
||||
- 2026-09-29T22:48:37 · training · jungfrau@mx-spark-01 — train_run.py
|
||||
- 2026-09-29T23:42:37 · measured · jungfrau@mx-spark-01
|
||||
- 2026-09-29T23:42:37 · gate_passed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-alc-v1-noflip-mask1-2026-09-29/gold_report.json", "f1_delta": 0.0221, "mask_iou_delta": 0.0074, "mask_score": 0.741, "mask_score_baseline": 0.7337, "matched_only_iou_delta": -0.0101, "class_f1_delta": {"loop_all": 0.0446, "pin": 0.0057}, "pass": true}
|
||||
Reference in new issue
Block a user