Closed-loop crop epoch 1
Browse files- runs/temporal384-20260912-instance-50786651/epoch-0001/audit.json +15 -0
- runs/temporal384-20260912-instance-50786651/epoch-0001/best.pt +3 -0
- runs/temporal384-20260912-instance-50786651/epoch-0001/config.json +34 -0
- runs/temporal384-20260912-instance-50786651/epoch-0001/epoch-0001.json +85 -0
- runs/temporal384-20260912-instance-50786651/epoch-0001/hf-storage-ledger.json +9 -0
- runs/temporal384-20260912-instance-50786651/epoch-0001/last.pt +3 -0
- runs/temporal384-20260912-instance-50786651/epoch-0001/split-manifest.json +0 -0
- runs/temporal384-20260912-instance-50786651/epoch-0001/transfer-manifest.json +10 -0
- runs/temporal384-20260912-instance-50786651/epoch-0001/wandb-id.json +3 -0
runs/temporal384-20260912-instance-50786651/epoch-0001/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": "3 consecutive frames; per-frame causal GT crops in training; cached prediction crops in evaluation; missing history masked; frame-age embeddings, no timestamps",
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"crop_misses": "eligible negatives; localization metrics include all eligible targets",
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"training_protocol": "shuffled_previous_gt",
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"train_eligible_adjacent_pairs": 71007,
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"crop_jitter_px": 16,
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"training_tail": "retain all samples including incomplete shuffled final batch"
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}
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runs/temporal384-20260912-instance-50786651/epoch-0001/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3abe2114aee26624e356222a0bc49c84c9ec015c5821cb1413a92668d896ee84
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size 3823325166
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runs/temporal384-20260912-instance-50786651/epoch-0001/config.json
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{
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"adapter": "balltrack.sutrack_training.temporal",
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"adapter_config": {
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"activation_checkpointing": true,
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"sdpa": true,
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"use_hann": true,
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"temporal_dim": 128,
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"temporal_heads": 4
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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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"training_mode": "previous_gt",
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"temporal_crops": true,
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"crop_jitter_px": 16,
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"crop_size": 384,
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"frames": 3,
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"batch_size": 8,
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"workers": 8,
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"torch_threads": 2,
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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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"selection_metric": "mean_center_error",
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"seed": 20260912,
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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/temporal384-20260912-instance-50786651/epoch-0001/epoch-0001.json
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{
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"epoch": 1,
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"train": {
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"frames": 71007,
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"eligible": 71007,
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"in_crop": 70988,
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"unlabelled": 0,
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"crop_misses": 19,
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| 9 |
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"crop_coverage": 0.9997324207472502,
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| 10 |
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"center_error": {
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| 11 |
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"count": 71007,
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| 12 |
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"mean": 3.7841233861407013,
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"median": 1.8949573040008545,
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"p95": 11.78028173446655
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},
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"radius_error": {
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"count": 71007,
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"mean": 0.6395202178570423,
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"median": 0.453125,
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"p95": 1.796875
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},
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"within_5px": 0.8103144760375738,
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"within_20px": 0.9825087667413072,
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"losses": {
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"loss": 1.0266542377762968,
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"location": 0.2755299884096332,
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"l1": 0.00805955296651578,
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"giou": 0.35541324218047066,
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"center": 0.00404622723362381,
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"radius": 0.004013325732577188
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},
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"data_seconds": 48.42259530350566,
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"compute_seconds": 6586.7218378819525,
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"seconds": 6641.620885645971,
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| 35 |
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"frames_per_second": 10.691215476249482,
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| 36 |
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"steps": 8876,
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| 37 |
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"training_protocol": "shuffled_previous_gt",
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| 38 |
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"eligible_pairs": 71007,
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| 39 |
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"dropped_tail_examples": 0,
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"gpu_max_allocated_bytes": 10135265792,
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| 41 |
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"gpu_max_reserved_bytes": 11582570496
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},
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"validation": {
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| 44 |
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"frames": 11858,
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"eligible": 9143,
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| 46 |
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"in_crop": 7800,
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| 47 |
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"unlabelled": 2715,
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| 48 |
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"crop_misses": 1343,
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| 49 |
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"crop_coverage": 0.8531116701301542,
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| 50 |
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"center_error": {
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| 51 |
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"count": 9143,
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| 52 |
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"mean": 126.28288735095325,
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"median": 2.7613401412963867,
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"p95": 935.197131347656
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},
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"radius_error": {
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"mean": 0.8965954572487148,
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"median": 0.6171875,
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"within_5px": 0.6538335338510336,
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"within_20px": 0.8283933063545882,
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"losses": {
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"loss": 1.2013936542022623,
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"data_seconds": 56.15946686454117,
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"compute_seconds": 180.12438916787505,
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"seconds": 236.88416528701782,
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"frames_per_second": 50.05822143338453,
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"steps": 1498,
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"gpu_max_allocated_bytes": 6347094016,
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"selection_metric": 126.28288735095325,
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"best": 126.28288735095325,
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"bad_checks": 0,
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"smoke": false,
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"partial_dataset": false
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| 85 |
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}
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runs/temporal384-20260912-instance-50786651/epoch-0001/hf-storage-ledger.json
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{
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"repo": "bambezius/sutrack-soccernet-ball",
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"prefix": "runs/temporal384-20260912-instance-50786651",
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"checkpoint_sha256_sizes": {
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"3abe2114aee26624e356222a0bc49c84c9ec015c5821cb1413a92668d896ee84": 3823325166
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},
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"unique_checkpoint_bytes": 3823325166,
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"epoch": 1
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}
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runs/temporal384-20260912-instance-50786651/epoch-0001/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3abe2114aee26624e356222a0bc49c84c9ec015c5821cb1413a92668d896ee84
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size 3823325166
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runs/temporal384-20260912-instance-50786651/epoch-0001/split-manifest.json
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runs/temporal384-20260912-instance-50786651/epoch-0001/transfer-manifest.json
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{
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"last.pt": "3abe2114aee26624e356222a0bc49c84c9ec015c5821cb1413a92668d896ee84",
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"best.pt": "3abe2114aee26624e356222a0bc49c84c9ec015c5821cb1413a92668d896ee84",
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"config.json": "d0e0dde0b7acb97d3367467a9b065266114ca4107807bc7139088ac157fbd3dd",
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"split-manifest.json": "83a37c6c35d58e01abb3a4c22d4ec69f6c895ca99cdc687fc1e50cc088ae5365",
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"audit.json": "a5745901ba9945621065e69e2758538cdcabeb31ad35adc727d99dee47d0efc3",
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"wandb-id.json": "7d4bd537344e63aedcd1592c98311a5a1896b6353862216af23350cb3d2eded7",
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"epoch-0001.json": "e6240c765f382c3005d99322835f8018bacb86b68482410e3d0a0196c1d18396",
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"hf-storage-ledger.json": "010a0ce255726d05d96f8b8f7703d9ea5704acae922d307d254aabc38b77278a"
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}
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runs/temporal384-20260912-instance-50786651/epoch-0001/wandb-id.json
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{
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"id": "4cgkwtq8"
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}
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