Closed-loop crop epoch 3
Browse files- runs/crop384-20260909-instance-50427963/epoch-0003/audit.json +11 -0
- runs/crop384-20260909-instance-50427963/epoch-0003/best.pt +3 -0
- runs/crop384-20260909-instance-50427963/epoch-0003/config.json +28 -0
- runs/crop384-20260909-instance-50427963/epoch-0003/epoch-0003.json +82 -0
- runs/crop384-20260909-instance-50427963/epoch-0003/hf-storage-ledger.json +11 -0
- runs/crop384-20260909-instance-50427963/epoch-0003/last.pt +3 -0
- runs/crop384-20260909-instance-50427963/epoch-0003/split-manifest.json +0 -0
- runs/crop384-20260909-instance-50427963/epoch-0003/transfer-manifest.json +10 -0
- runs/crop384-20260909-instance-50427963/epoch-0003/wandb-id.json +3 -0
runs/crop384-20260909-instance-50427963/epoch-0003/audit.json
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{
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"train_fingerprint": "7b0552c50f165187d6233f35d1f0da38ea0faaf52000fc6bac9570dbc05eb618",
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"validation_fingerprint": "c386f241e8e2c57847097e2945098693fe3035d5fe6345ccb3bdd564432a92d7",
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"train_clips": 132,
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"validation_clips": 16,
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"partial_dataset": false,
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"smoke_source_split": null,
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"initialization": "first eligible GT only; seed frame excluded from metrics/loss",
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"context": "repeat seed for unavailable causal history; same coordinates across temporal frames",
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"crop_misses": "eligible negatives; localization metrics include all eligible targets"
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}
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runs/crop384-20260909-instance-50427963/epoch-0003/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d467f74f1276b7c7037ad0a3fbf6b3b90a32b481d99fbc5089dd7c4ee506b7aa
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size 3819913515
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runs/crop384-20260909-instance-50427963/epoch-0003/config.json
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{
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"adapter": "balltrack.sutrack_training.adapter",
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"adapter_config": {
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"activation_checkpointing": false,
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"sdpa": true,
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"use_hann": true
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},
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"manifest": "configs/soccernet-tracking-custom-split.json",
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"data_root": "data/processed/soccernet-tracking",
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"crop_size": 384,
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"frames": 1,
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"batch_size": 10,
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"workers": 8,
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"torch_threads": 1,
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"prefetch_images": true,
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"learning_rate": 0.0001,
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"weight_decay": 0.0001,
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"gradient_clip": 0.1,
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"epochs": 100,
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"patience": 3,
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"seed": 20260909,
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"device": "cuda",
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"precision": "bf16",
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"log_every_steps": 50,
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"wandb_mode": "online",
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"wandb_project": "football-ball-tracking",
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"wandb_entity": "anthonyceponis-university-of-cambridge"
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}
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runs/crop384-20260909-instance-50427963/epoch-0003/epoch-0003.json
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{
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"epoch": 3,
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"train": {
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"frames": 97725,
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"eligible": 72952,
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"in_crop": 58226,
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"unlabelled": 24773,
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"crop_misses": 14726,
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"crop_coverage": 0.7981412435574076,
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"center_error": {
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"count": 72952,
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"mean": 261.2385523536549,
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"median": 2.125,
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"p95": 1380.1018859863282
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},
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"radius_error": {
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"count": 72952,
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"mean": 1.8535706697554557,
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"median": 0.40625,
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"p95": 9.53125
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},
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"within_5px": 0.688589757648865,
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"within_20px": 0.78437876960193,
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"losses": {
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"loss": 0.9011087148517298,
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"location": 0.29034921065491015,
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"l1": 0.005879700135602455,
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"giou": 0.29068050160871295,
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"center": 0.003263764579810196,
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"radius": 0.0026159355488817346
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},
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"data_seconds": 169.46849067401854,
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"compute_seconds": 3654.201691960192,
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"seconds": 3828.15009472,
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"frames_per_second": 25.527995920219485,
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"steps": 10304,
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"gpu_max_allocated_bytes": 26403328512,
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"gpu_max_reserved_bytes": 29406265344
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},
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"validation": {
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"frames": 11858,
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"eligible": 9143,
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"in_crop": 3257,
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"unlabelled": 2715,
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"crop_misses": 5886,
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"crop_coverage": 0.35622880892486053,
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"center_error": {
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"count": 9143,
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"mean": 6099.006667450443,
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"median": 1527.8544921875,
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"p95": 28572.505664062468
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},
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"radius_error": {
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"count": 9143,
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"mean": 7.984269044624303,
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"median": 5.0625,
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"p95": 25.625
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},
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"within_5px": 0.2895111013890408,
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"within_20px": 0.341682161216231,
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"losses": {
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"loss": 0.9637266877465704,
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"location": 0.3238412325832988,
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"l1": 0.009004718429957696,
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"giou": 0.2974309308529161,
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"center": 0.003916236652081919,
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"radius": 0.005088481779543765
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},
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"data_seconds": 18.683706698986498,
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"compute_seconds": 138.60110349405295,
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"seconds": 157.4763914469986,
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"frames_per_second": 75.3001760520466,
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"steps": 1498,
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"gpu_max_allocated_bytes": 6342756352,
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"gpu_max_reserved_bytes": 29406265344
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},
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"selection_metric": 6106.990936495067,
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"best": 390.2675633897278,
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"bad_checks": 1,
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"smoke": false,
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"partial_dataset": false
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}
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runs/crop384-20260909-instance-50427963/epoch-0003/hf-storage-ledger.json
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{
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"repo": "bambezius/sutrack-soccernet-ball",
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"prefix": "runs/crop384-20260909-instance-50427963",
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"checkpoint_sha256_sizes": {
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"d467f74f1276b7c7037ad0a3fbf6b3b90a32b481d99fbc5089dd7c4ee506b7aa": 3819913515,
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},
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"unique_checkpoint_bytes": 11459740545,
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"epoch": 3
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}
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runs/crop384-20260909-instance-50427963/epoch-0003/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3cf7c6e670cdaa2b9945e44736c8218aff860328af06a74196d5b641df855a6f
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size 3819913515
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runs/crop384-20260909-instance-50427963/epoch-0003/split-manifest.json
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runs/crop384-20260909-instance-50427963/epoch-0003/transfer-manifest.json
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{
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"last.pt": "3cf7c6e670cdaa2b9945e44736c8218aff860328af06a74196d5b641df855a6f",
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"best.pt": "d467f74f1276b7c7037ad0a3fbf6b3b90a32b481d99fbc5089dd7c4ee506b7aa",
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"config.json": "9517816b842d2c586e73a7782e50d499831a35b6cc14f0c4a21832a9806f7005",
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"split-manifest.json": "83a37c6c35d58e01abb3a4c22d4ec69f6c895ca99cdc687fc1e50cc088ae5365",
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"audit.json": "39016680dfdd8158420a233b6414ca312cf632dbabbdb684f014fd0bd9c13757",
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"wandb-id.json": "851a13b6009a3d5beb8619fbb491e33433ecce2ecc009866d265ccf91c60eecc",
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"epoch-0003.json": "7d329231d559d722601b8a52982142e709e24256d338fc8065dedc18474c8285",
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"hf-storage-ledger.json": "48d69cf8ecf1cf4f2b0cf588f64420947b21fc0c1b8c132a3b0aa5faf352d3a6"
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}
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runs/crop384-20260909-instance-50427963/epoch-0003/wandb-id.json
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{
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"id": "9kcrmh6u"
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}
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