Closed-loop crop epoch 2
Browse files- runs/temporal384-20260912-instance-50786651/epoch-0002/audit.json +15 -0
- runs/temporal384-20260912-instance-50786651/epoch-0002/best.pt +3 -0
- runs/temporal384-20260912-instance-50786651/epoch-0002/config.json +34 -0
- runs/temporal384-20260912-instance-50786651/epoch-0002/epoch-0002.json +85 -0
- runs/temporal384-20260912-instance-50786651/epoch-0002/hf-storage-ledger.json +10 -0
- runs/temporal384-20260912-instance-50786651/epoch-0002/last.pt +3 -0
- runs/temporal384-20260912-instance-50786651/epoch-0002/split-manifest.json +0 -0
- runs/temporal384-20260912-instance-50786651/epoch-0002/transfer-manifest.json +10 -0
- runs/temporal384-20260912-instance-50786651/epoch-0002/wandb-id.json +3 -0
runs/temporal384-20260912-instance-50786651/epoch-0002/audit.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"train_fingerprint": "7b0552c50f165187d6233f35d1f0da38ea0faaf52000fc6bac9570dbc05eb618",
|
| 3 |
+
"validation_fingerprint": "c386f241e8e2c57847097e2945098693fe3035d5fe6345ccb3bdd564432a92d7",
|
| 4 |
+
"train_clips": 132,
|
| 5 |
+
"validation_clips": 16,
|
| 6 |
+
"partial_dataset": false,
|
| 7 |
+
"smoke_source_split": null,
|
| 8 |
+
"initialization": "first eligible GT only; seed frame excluded from metrics/loss",
|
| 9 |
+
"context": "3 consecutive frames; per-frame causal GT crops in training; cached prediction crops in evaluation; missing history masked; frame-age embeddings, no timestamps",
|
| 10 |
+
"crop_misses": "eligible negatives; localization metrics include all eligible targets",
|
| 11 |
+
"training_protocol": "shuffled_previous_gt",
|
| 12 |
+
"train_eligible_adjacent_pairs": 71007,
|
| 13 |
+
"crop_jitter_px": 16,
|
| 14 |
+
"training_tail": "retain all samples including incomplete shuffled final batch"
|
| 15 |
+
}
|
runs/temporal384-20260912-instance-50786651/epoch-0002/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3abe2114aee26624e356222a0bc49c84c9ec015c5821cb1413a92668d896ee84
|
| 3 |
+
size 3823325166
|
runs/temporal384-20260912-instance-50786651/epoch-0002/config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"adapter": "balltrack.sutrack_training.temporal",
|
| 3 |
+
"adapter_config": {
|
| 4 |
+
"activation_checkpointing": true,
|
| 5 |
+
"sdpa": true,
|
| 6 |
+
"use_hann": true,
|
| 7 |
+
"temporal_dim": 128,
|
| 8 |
+
"temporal_heads": 4
|
| 9 |
+
},
|
| 10 |
+
"manifest": "configs/soccernet-tracking-custom-split.json",
|
| 11 |
+
"data_root": "data/processed/soccernet-tracking",
|
| 12 |
+
"training_mode": "previous_gt",
|
| 13 |
+
"temporal_crops": true,
|
| 14 |
+
"crop_jitter_px": 16,
|
| 15 |
+
"crop_size": 384,
|
| 16 |
+
"frames": 3,
|
| 17 |
+
"batch_size": 8,
|
| 18 |
+
"workers": 8,
|
| 19 |
+
"torch_threads": 2,
|
| 20 |
+
"prefetch_images": true,
|
| 21 |
+
"learning_rate": 0.0001,
|
| 22 |
+
"weight_decay": 0.0001,
|
| 23 |
+
"gradient_clip": 0.1,
|
| 24 |
+
"epochs": 100,
|
| 25 |
+
"patience": 3,
|
| 26 |
+
"selection_metric": "mean_center_error",
|
| 27 |
+
"seed": 20260912,
|
| 28 |
+
"device": "cuda",
|
| 29 |
+
"precision": "bf16",
|
| 30 |
+
"log_every_steps": 50,
|
| 31 |
+
"wandb_mode": "online",
|
| 32 |
+
"wandb_project": "football-ball-tracking",
|
| 33 |
+
"wandb_entity": "anthonyceponis-university-of-cambridge"
|
| 34 |
+
}
|
runs/temporal384-20260912-instance-50786651/epoch-0002/epoch-0002.json
ADDED
|
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 2,
|
| 3 |
+
"train": {
|
| 4 |
+
"frames": 71007,
|
| 5 |
+
"eligible": 71007,
|
| 6 |
+
"in_crop": 70988,
|
| 7 |
+
"unlabelled": 0,
|
| 8 |
+
"crop_misses": 19,
|
| 9 |
+
"crop_coverage": 0.9997324207472502,
|
| 10 |
+
"center_error": {
|
| 11 |
+
"count": 71007,
|
| 12 |
+
"mean": 3.4814400372863226,
|
| 13 |
+
"median": 1.7484822273254395,
|
| 14 |
+
"p95": 10.818145847320553
|
| 15 |
+
},
|
| 16 |
+
"radius_error": {
|
| 17 |
+
"count": 71007,
|
| 18 |
+
"mean": 0.4924834930446998,
|
| 19 |
+
"median": 0.35546875,
|
| 20 |
+
"p95": 1.3984375
|
| 21 |
+
},
|
| 22 |
+
"within_5px": 0.8272564676722013,
|
| 23 |
+
"within_20px": 0.9860717957384483,
|
| 24 |
+
"losses": {
|
| 25 |
+
"loss": 0.9212754518291011,
|
| 26 |
+
"location": 0.24493891859992994,
|
| 27 |
+
"l1": 0.006297635821919807,
|
| 28 |
+
"giou": 0.32242417720132166,
|
| 29 |
+
"center": 0.0035858316579164716,
|
| 30 |
+
"radius": 0.0027118041618064176
|
| 31 |
+
},
|
| 32 |
+
"data_seconds": 48.59827312454581,
|
| 33 |
+
"compute_seconds": 6601.136113742366,
|
| 34 |
+
"seconds": 6656.423035051674,
|
| 35 |
+
"frames_per_second": 10.667441000382388,
|
| 36 |
+
"steps": 8876,
|
| 37 |
+
"training_protocol": "shuffled_previous_gt",
|
| 38 |
+
"eligible_pairs": 71007,
|
| 39 |
+
"dropped_tail_examples": 0,
|
| 40 |
+
"gpu_max_allocated_bytes": 10126574080,
|
| 41 |
+
"gpu_max_reserved_bytes": 11718885376
|
| 42 |
+
},
|
| 43 |
+
"validation": {
|
| 44 |
+
"frames": 11858,
|
| 45 |
+
"eligible": 9143,
|
| 46 |
+
"in_crop": 6735,
|
| 47 |
+
"unlabelled": 2715,
|
| 48 |
+
"crop_misses": 2408,
|
| 49 |
+
"crop_coverage": 0.7366291151700755,
|
| 50 |
+
"center_error": {
|
| 51 |
+
"count": 9143,
|
| 52 |
+
"mean": 234.22980532879288,
|
| 53 |
+
"median": 3.4192698001861572,
|
| 54 |
+
"p95": 1140.7532592773437
|
| 55 |
+
},
|
| 56 |
+
"radius_error": {
|
| 57 |
+
"count": 9143,
|
| 58 |
+
"mean": 1.1589394721371542,
|
| 59 |
+
"median": 0.6875,
|
| 60 |
+
"p95": 4.21875
|
| 61 |
+
},
|
| 62 |
+
"within_5px": 0.5700535929126107,
|
| 63 |
+
"within_20px": 0.7073170731707317,
|
| 64 |
+
"losses": {
|
| 65 |
+
"loss": 1.1586429306164254,
|
| 66 |
+
"location": 0.47812431305728387,
|
| 67 |
+
"l1": 0.010520689573172974,
|
| 68 |
+
"giou": 0.31395758455308537,
|
| 69 |
+
"center": 0.004299244909588982,
|
| 70 |
+
"radius": 0.006221444640582321
|
| 71 |
+
},
|
| 72 |
+
"data_seconds": 58.19570547901094,
|
| 73 |
+
"compute_seconds": 180.30906428955495,
|
| 74 |
+
"seconds": 239.14263503067195,
|
| 75 |
+
"frames_per_second": 49.58547018802865,
|
| 76 |
+
"steps": 1498,
|
| 77 |
+
"gpu_max_allocated_bytes": 6349721600,
|
| 78 |
+
"gpu_max_reserved_bytes": 11718885376
|
| 79 |
+
},
|
| 80 |
+
"selection_metric": 234.22980532879288,
|
| 81 |
+
"best": 126.28288735095325,
|
| 82 |
+
"bad_checks": 1,
|
| 83 |
+
"smoke": false,
|
| 84 |
+
"partial_dataset": false
|
| 85 |
+
}
|
runs/temporal384-20260912-instance-50786651/epoch-0002/hf-storage-ledger.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"repo": "bambezius/sutrack-soccernet-ball",
|
| 3 |
+
"prefix": "runs/temporal384-20260912-instance-50786651",
|
| 4 |
+
"checkpoint_sha256_sizes": {
|
| 5 |
+
"3abe2114aee26624e356222a0bc49c84c9ec015c5821cb1413a92668d896ee84": 3823325166,
|
| 6 |
+
"52af90658f816b7f149e38184717380ef7277d540aedc70e2b11cf191216694d": 3823325166
|
| 7 |
+
},
|
| 8 |
+
"unique_checkpoint_bytes": 7646650332,
|
| 9 |
+
"epoch": 2
|
| 10 |
+
}
|
runs/temporal384-20260912-instance-50786651/epoch-0002/last.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:52af90658f816b7f149e38184717380ef7277d540aedc70e2b11cf191216694d
|
| 3 |
+
size 3823325166
|
runs/temporal384-20260912-instance-50786651/epoch-0002/split-manifest.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/temporal384-20260912-instance-50786651/epoch-0002/transfer-manifest.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"last.pt": "52af90658f816b7f149e38184717380ef7277d540aedc70e2b11cf191216694d",
|
| 3 |
+
"best.pt": "3abe2114aee26624e356222a0bc49c84c9ec015c5821cb1413a92668d896ee84",
|
| 4 |
+
"config.json": "d0e0dde0b7acb97d3367467a9b065266114ca4107807bc7139088ac157fbd3dd",
|
| 5 |
+
"split-manifest.json": "83a37c6c35d58e01abb3a4c22d4ec69f6c895ca99cdc687fc1e50cc088ae5365",
|
| 6 |
+
"audit.json": "a5745901ba9945621065e69e2758538cdcabeb31ad35adc727d99dee47d0efc3",
|
| 7 |
+
"wandb-id.json": "7d4bd537344e63aedcd1592c98311a5a1896b6353862216af23350cb3d2eded7",
|
| 8 |
+
"epoch-0002.json": "a699b4ed9ae12c967066ce41be1c89dfd9f8f9efda5ccc048737e67ea43422d1",
|
| 9 |
+
"hf-storage-ledger.json": "84f83408599ce0d063b995d20abac0258aad83d834aa1fdcc5572f75c466c0ad"
|
| 10 |
+
}
|
runs/temporal384-20260912-instance-50786651/epoch-0002/wandb-id.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"id": "4cgkwtq8"
|
| 3 |
+
}
|