Closed-loop crop epoch 5
Browse files- runs/crop384-20260909-instance-50427963/epoch-0005/audit.json +11 -0
- runs/crop384-20260909-instance-50427963/epoch-0005/best.pt +3 -0
- runs/crop384-20260909-instance-50427963/epoch-0005/config.json +28 -0
- runs/crop384-20260909-instance-50427963/epoch-0005/epoch-0005.json +82 -0
- runs/crop384-20260909-instance-50427963/epoch-0005/hf-storage-ledger.json +13 -0
- runs/crop384-20260909-instance-50427963/epoch-0005/last.pt +3 -0
- runs/crop384-20260909-instance-50427963/epoch-0005/split-manifest.json +0 -0
- runs/crop384-20260909-instance-50427963/epoch-0005/transfer-manifest.json +10 -0
- runs/crop384-20260909-instance-50427963/epoch-0005/wandb-id.json +3 -0
runs/crop384-20260909-instance-50427963/epoch-0005/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-0005/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-0005/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-0005/epoch-0005.json
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{
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"epoch": 5,
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"train": {
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"frames": 97725,
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"eligible": 72952,
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"in_crop": 62049,
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"unlabelled": 24773,
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"crop_misses": 10903,
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"crop_coverage": 0.8505455642066017,
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"center_error": {
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"count": 72952,
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"mean": 144.53267039679076,
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"median": 1.7226969003677368,
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"p95": 1030.9179016113267
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},
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"radius_error": {
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"count": 72952,
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"mean": 0.7440302677616789,
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"median": 0.328125,
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"p95": 3.25
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},
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"within_5px": 0.7448733413751508,
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"within_20px": 0.8388529444017985,
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"losses": {
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"loss": 0.8436072303484474,
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"location": 0.2797170150871874,
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"l1": 0.005105250933849738,
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"giou": 0.26918198012202826,
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"center": 0.0029222356064940655,
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"radius": 0.002183015321905288
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},
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"data_seconds": 118.36730647087097,
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"compute_seconds": 2770.069701055996,
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"seconds": 2890.5826509594917,
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"frames_per_second": 33.8080628718786,
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"steps": 10180,
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"gpu_max_allocated_bytes": 27637262848,
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"gpu_max_reserved_bytes": 29479665664
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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": 6685,
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"unlabelled": 2715,
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"crop_misses": 2458,
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"crop_coverage": 0.7311604506179591,
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"center_error": {
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"count": 9143,
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"mean": 650.0252306961239,
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"median": 2.97519850730896,
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"p95": 4603.507568359373
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},
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"radius_error": {
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"count": 9143,
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"mean": 1.5501651707590507,
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"median": 1.0,
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"p95": 5.125
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},
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"within_5px": 0.5875533194793832,
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"within_20px": 0.7076451930438586,
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"losses": {
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"loss": 1.0907778007130524,
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"location": 0.3780994180222099,
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"l1": 0.009094753359625448,
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"giou": 0.3336023075075623,
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"center": 0.0038897886635819363,
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"radius": 0.0052049646878563685
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},
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"data_seconds": 14.146345250308514,
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"compute_seconds": 97.7637678142637,
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"seconds": 112.06012884620577,
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"frames_per_second": 105.81818994938179,
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"steps": 1498,
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"gpu_max_allocated_bytes": 7571392512,
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"gpu_max_reserved_bytes": 13423869952
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},
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"selection_metric": 651.575395866883,
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"best": 390.2675633897278,
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"bad_checks": 3,
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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-0005/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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"unique_checkpoint_bytes": 19099577943,
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"epoch": 5
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}
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runs/crop384-20260909-instance-50427963/epoch-0005/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4890ad91c4a7d63727e796c8310ea07cac0790567dce4bc8f0b427042243cf52
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size 3819923883
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runs/crop384-20260909-instance-50427963/epoch-0005/split-manifest.json
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The diff for this file is too large to render.
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runs/crop384-20260909-instance-50427963/epoch-0005/transfer-manifest.json
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{
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"last.pt": "4890ad91c4a7d63727e796c8310ea07cac0790567dce4bc8f0b427042243cf52",
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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-0005.json": "a6c7566433af16c83fd7e82a7a54c3dc59885276b0cff3e73f6532b8c8141a9c",
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"hf-storage-ledger.json": "17a2b7f3777ef52fa1a33d1f0cb7dd902b83af984b197cc7f0c8c91e94d6dc0d"
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}
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runs/crop384-20260909-instance-50427963/epoch-0005/wandb-id.json
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{
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"id": "9kcrmh6u"
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}
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