/workspace/balltrack-remote/sutrack-temporal384-50786651/repo/.venv/lib/python3.11/site-packages/clip/clip.py:6: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  from pkg_resources import packaging
SUTrack fused SDPA enabled on 40 attention modules
wandb: Currently logged in as: anthonyceponis (mvp-project) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
wandb: setting up run 4cgkwtq8
wandb: Tracking run with wandb version 0.23.1
wandb: Run data is saved locally in /workspace/balltrack-remote/sutrack-temporal384-50786651/repo/wandb/run-20260912_191835-4cgkwtq8
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run sutrack-20260912-retry
wandb: ⭐️ View project at https://wandb.ai/anthonyceponis-university-of-cambridge/football-ball-tracking
wandb: 🚀 View run at https://wandb.ai/anthonyceponis-university-of-cambridge/football-ball-tracking/runs/4cgkwtq8
/workspace/balltrack-remote/sutrack-temporal384-50786651/repo/.venv/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py:838: UserWarning: torch.utils.checkpoint: the use_reentrant parameter should be passed explicitly. In version 2.5 we will raise an exception if use_reentrant is not passed. use_reentrant=False is recommended, but if you need to preserve the current default behavior, you can pass use_reentrant=True. Refer to docs for more details on the differences between the two variants.
  return fn(*args, **kwargs)
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/workspace/balltrack-remote/sutrack-temporal384-50786651/repo/.venv/lib/python3.11/site-packages/torch/utils/checkpoint.py:86: UserWarning: None of the inputs have requires_grad=True. Gradients will be None
  warnings.warn(
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best.pt:   1%|          | 42.4M/3.82G [00:02<03:28, 18.1MB/s]


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best.pt:   1%|          | 44.8M/3.82G [00:03<04:57, 12.7MB/s]


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best.pt:   1%|▏         | 48.1M/3.82G [00:03<06:03, 10.4MB/s]


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best.pt:   1%|▏         | 55.9M/3.82G [00:03<03:23, 18.5MB/s]


best.pt:   2%|▏         | 89.0M/3.82G [00:03<01:47, 34.8MB/s]

best.pt:   2%|▏         | 59.4M/3.82G [00:04<04:36, 13.6MB/s]


best.pt:   2%|▏         | 94.7M/3.82G [00:04<02:30, 24.8MB/s]

best.pt:   2%|▏         | 62.0M/3.82G [00:04<04:27, 14.0MB/s]


best.pt:   3%|▎         | 99.1M/3.82G [00:04<03:14, 19.2MB/s]

best.pt:   2%|▏         | 64.4M/3.82G [00:04<06:01, 10.4MB/s]


best.pt:   3%|▎         | 110M/3.82G [00:04<02:07, 29.1MB/s] 

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best.pt:   3%|▎         | 116M/3.82G [00:04<02:21, 26.3MB/s]


best.pt:   3%|▎         | 128M/3.82G [00:05<01:34, 39.1MB/s]

best.pt:   2%|▏         | 80.1M/3.82G [00:05<03:03, 20.4MB/s]

best.pt:   2%|▏         | 92.1M/3.82G [00:05<01:49, 34.0MB/s]


best.pt:   4%|▎         | 135M/3.82G [00:05<01:47, 34.4MB/s]

best.pt:   3%|▎         | 98.0M/3.82G [00:05<02:18, 26.9MB/s]


best.pt:   4%|▍         | 144M/3.82G [00:05<01:50, 33.4MB/s]

best.pt:   3%|▎         | 108M/3.82G [00:05<01:38, 37.7MB/s] 


best.pt:   4%|▍         | 154M/3.82G [00:05<01:24, 43.4MB/s]

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best.pt:   3%|▎         | 125M/3.82G [00:05<01:27, 42.1MB/s]


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best.pt:   3%|▎         | 131M/3.82G [00:06<01:48, 34.1MB/s]


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best.pt:   5%|▌         | 210M/3.82G [00:07<01:38, 36.5MB/s]

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best.pt:   6%|▌         | 220M/3.82G [00:07<01:18, 45.9MB/s]


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best.pt:   6%|▋         | 241M/3.82G [00:07<01:38, 36.4MB/s]

best.pt:   5%|▌         | 192M/3.82G [00:07<01:47, 33.8MB/s]


best.pt:   7%|▋         | 249M/3.82G [00:07<01:19, 45.1MB/s]

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best.pt:   7%|▋         | 256M/3.82G [00:08<01:34, 37.8MB/s]


best.pt:   7%|▋         | 267M/3.82G [00:08<01:10, 50.6MB/s]

best.pt:   5%|▌         | 208M/3.82G [00:08<01:49, 33.1MB/s]

best.pt:   6%|▌         | 222M/3.82G [00:08<01:14, 48.3MB/s]


best.pt:   7%|▋         | 274M/3.82G [00:08<01:27, 40.5MB/s]


best.pt:   7%|▋         | 286M/3.82G [00:08<01:05, 54.3MB/s]

best.pt:   6%|▌         | 229M/3.82G [00:08<01:35, 37.8MB/s]


best.pt:   8%|▊         | 293M/3.82G [00:09<01:24, 41.8MB/s]

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best.pt:   7%|▋         | 252M/3.82G [00:09<01:15, 47.6MB/s]


best.pt:   8%|▊         | 304M/3.82G [00:09<01:30, 38.9MB/s]


best.pt:   8%|▊         | 317M/3.82G [00:09<01:07, 51.9MB/s]

best.pt:   7%|▋         | 259M/3.82G [00:09<01:31, 39.0MB/s]

best.pt:   7%|▋         | 269M/3.82G [00:09<01:12, 48.9MB/s]


best.pt:   8%|▊         | 324M/3.82G [00:09<01:22, 42.2MB/s]


best.pt:   9%|▉         | 335M/3.82G [00:09<01:04, 54.0MB/s]

best.pt:   7%|▋         | 276M/3.82G [00:09<01:27, 40.6MB/s]


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best.pt:   8%|▊         | 302M/3.82G [00:10<01:06, 53.3MB/s]


best.pt:   9%|▉         | 352M/3.82G [00:10<01:33, 37.1MB/s]


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best.pt:   9%|▊         | 333M/3.82G [00:11<01:05, 53.4MB/s]


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best.pt:  11%|█         | 406M/3.82G [00:11<01:25, 40.2MB/s]

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best.pt:  10%|▉         | 365M/3.82G [00:11<01:04, 53.2MB/s]


best.pt:  11%|█         | 412M/3.82G [00:11<01:30, 37.7MB/s]

best.pt:  10%|▉         | 373M/3.82G [00:12<01:24, 41.1MB/s]


best.pt:  11%|█         | 418M/3.82G [00:12<02:15, 25.1MB/s]


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best.pt:  11%|█         | 405M/3.82G [00:12<01:21, 41.8MB/s]


best.pt:  12%|█▏        | 448M/3.82G [00:12<01:41, 33.2MB/s]


best.pt:  12%|█▏        | 462M/3.82G [00:13<01:10, 47.4MB/s]

best.pt:  11%|█         | 416M/3.82G [00:13<01:28, 38.3MB/s]

best.pt:  11%|█         | 430M/3.82G [00:13<01:05, 51.8MB/s]


best.pt:  12%|█▏        | 470M/3.82G [00:13<01:23, 40.4MB/s]

best.pt:  11%|█▏        | 438M/3.82G [00:13<01:18, 42.9MB/s]


best.pt:  13%|█▎        | 480M/3.82G [00:13<01:27, 38.0MB/s]


best.pt:  13%|█▎        | 494M/3.82G [00:13<01:03, 52.2MB/s]

best.pt:  12%|█▏        | 448M/3.82G [00:13<01:28, 38.0MB/s]

best.pt:  12%|█▏        | 462M/3.82G [00:13<01:05, 51.2MB/s]


best.pt:  13%|█▎        | 502M/3.82G [00:14<01:17, 43.1MB/s]

best.pt:  12%|█▏        | 469M/3.82G [00:14<01:19, 42.0MB/s]


best.pt:  13%|█▎        | 512M/3.82G [00:14<01:23, 39.5MB/s]


best.pt:  14%|█▎        | 523M/3.82G [00:14<01:05, 50.1MB/s]

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best.pt:  14%|█▍        | 543M/3.82G [00:14<01:02, 52.9MB/s]

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best.pt:  14%|█▍        | 551M/3.82G [00:15<01:17, 42.0MB/s]

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best.pt:  15%|█▌        | 592M/3.82G [00:16<01:23, 38.5MB/s]


best.pt:  16%|█▌        | 605M/3.82G [00:16<01:03, 50.6MB/s]

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best.pt:  17%|█▋        | 638M/3.82G [00:17<01:00, 52.4MB/s]

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best.pt:  18%|█▊        | 704M/3.82G [00:18<01:18, 39.7MB/s]


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best.pt:  20%|██        | 768M/3.82G [00:20<01:15, 40.3MB/s]

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best.pt:  20%|██        | 779M/3.82G [00:21<01:10, 43.3MB/s]


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best.pt:  24%|██▍       | 935M/3.82G [00:23<01:10, 41.1MB/s]

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best.pt:  25%|██▍       | 944M/3.82G [00:24<01:16, 37.5MB/s]


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best.pt:  48%|████▊     | 1.82G/3.82G [00:45<00:42, 47.7MB/s]


best.pt:  49%|████▉     | 1.89G/3.82G [00:45<00:39, 49.4MB/s]

best.pt:  48%|████▊     | 1.82G/3.82G [00:46<00:53, 37.3MB/s]


best.pt:  50%|████▉     | 1.89G/3.82G [00:46<00:50, 38.3MB/s]

best.pt:  48%|████▊     | 1.83G/3.82G [00:46<00:40, 49.4MB/s]


best.pt:  50%|████▉     | 1.90G/3.82G [00:46<00:42, 44.9MB/s]

best.pt:  48%|████▊     | 1.84G/3.82G [00:46<00:48, 40.7MB/s]


best.pt:  50%|████▉     | 1.91G/3.82G [00:46<00:50, 38.1MB/s]

best.pt:  48%|████▊     | 1.85G/3.82G [00:46<00:40, 48.9MB/s]


best.pt:  50%|█████     | 1.92G/3.82G [00:46<00:38, 49.4MB/s]

best.pt:  49%|████▊     | 1.86G/3.82G [00:46<00:51, 38.2MB/s]


best.pt:  50%|█████     | 1.93G/3.82G [00:47<00:51, 37.2MB/s]

best.pt:  49%|████▉     | 1.87G/3.82G [00:47<00:41, 46.9MB/s]

best.pt:  49%|████▉     | 1.87G/3.82G [00:47<00:51, 38.0MB/s]


best.pt:  51%|█████     | 1.94G/3.82G [00:47<00:52, 36.1MB/s]

best.pt:  49%|████▉     | 1.88G/3.82G [00:47<00:41, 46.9MB/s]


best.pt:  51%|█████     | 1.95G/3.82G [00:47<00:38, 48.1MB/s]

best.pt:  49%|████▉     | 1.89G/3.82G [00:47<00:51, 37.2MB/s]


best.pt:  51%|█████     | 1.95G/3.82G [00:47<00:46, 39.9MB/s]

best.pt:  50%|████▉     | 1.90G/3.82G [00:47<00:42, 45.5MB/s]


best.pt:  51%|█████▏    | 1.97G/3.82G [00:47<00:35, 51.8MB/s]


best.pt:  52%|█████▏    | 1.97G/3.82G [00:48<00:44, 41.9MB/s]

best.pt:  50%|████▉     | 1.90G/3.82G [00:48<00:53, 35.7MB/s]


best.pt:  52%|█████▏    | 1.98G/3.82G [00:48<00:37, 49.4MB/s]

best.pt:  50%|█████     | 1.91G/3.82G [00:48<00:40, 46.6MB/s]

best.pt:  50%|█████     | 1.92G/3.82G [00:48<00:51, 37.2MB/s]


best.pt:  52%|█████▏    | 1.99G/3.82G [00:48<00:48, 38.0MB/s]

best.pt:  51%|█████     | 1.93G/3.82G [00:48<00:37, 50.9MB/s]


best.pt:  52%|█████▏    | 2.00G/3.82G [00:48<00:39, 46.2MB/s]


best.pt:  52%|█████▏    | 2.00G/3.82G [00:48<00:49, 36.9MB/s]

best.pt:  51%|█████     | 1.94G/3.82G [00:48<00:48, 39.1MB/s]


best.pt:  53%|█████▎    | 2.01G/3.82G [00:49<00:39, 45.3MB/s]

best.pt:  51%|█████     | 1.95G/3.82G [00:49<00:35, 52.2MB/s]


best.pt:  53%|█████▎    | 2.02G/3.82G [00:49<00:49, 36.2MB/s]

best.pt:  51%|█████▏    | 1.96G/3.82G [00:49<00:45, 40.8MB/s]


best.pt:  53%|█████▎    | 2.03G/3.82G [00:49<00:40, 44.8MB/s]

best.pt:  51%|█████▏    | 1.97G/3.82G [00:49<00:50, 36.4MB/s]


best.pt:  53%|█████▎    | 2.03G/3.82G [00:49<00:48, 37.1MB/s]

best.pt:  52%|█████▏    | 1.98G/3.82G [00:49<00:35, 51.5MB/s]


best.pt:  54%|█████▎    | 2.05G/3.82G [00:49<00:32, 54.6MB/s]

best.pt:  52%|█████▏    | 1.99G/3.82G [00:50<00:44, 41.0MB/s]


best.pt:  54%|█████▍    | 2.06G/3.82G [00:50<00:44, 40.1MB/s]


best.pt:  54%|█████▍    | 2.06G/3.82G [00:50<00:48, 36.4MB/s]

best.pt:  52%|█████▏    | 2.00G/3.82G [00:50<00:48, 37.5MB/s]


best.pt:  54%|█████▍    | 2.08G/3.82G [00:50<00:34, 50.8MB/s]

best.pt:  53%|█████▎    | 2.01G/3.82G [00:50<00:34, 52.0MB/s]


best.pt:  55%|█████▍    | 2.08G/3.82G [00:50<00:41, 42.2MB/s]

best.pt:  53%|█████▎    | 2.02G/3.82G [00:50<00:43, 41.7MB/s]


best.pt:  55%|█████▍    | 2.10G/3.82G [00:51<00:42, 40.5MB/s]

best.pt:  53%|█████▎    | 2.03G/3.82G [00:51<00:46, 38.7MB/s]


best.pt:  55%|█████▌    | 2.11G/3.82G [00:51<00:31, 55.1MB/s]

best.pt:  53%|█████▎    | 2.04G/3.82G [00:51<00:36, 48.6MB/s]


best.pt:  55%|█████▌    | 2.12G/3.82G [00:51<00:39, 42.9MB/s]

best.pt:  54%|█████▎    | 2.05G/3.82G [00:51<00:44, 39.5MB/s]


best.pt:  56%|█████▌    | 2.13G/3.82G [00:51<00:43, 38.8MB/s]


best.pt:  56%|█████▌    | 2.14G/3.82G [00:51<00:31, 52.9MB/s]

best.pt:  54%|█████▍    | 2.06G/3.82G [00:51<00:46, 37.5MB/s]

best.pt:  54%|█████▍    | 2.08G/3.82G [00:52<00:36, 47.9MB/s]


best.pt:  56%|█████▌    | 2.15G/3.82G [00:52<00:40, 40.9MB/s]

best.pt:  54%|█████▍    | 2.08G/3.82G [00:52<00:42, 41.0MB/s]

best.pt:  55%|█████▍    | 2.09G/3.82G [00:52<00:34, 49.8MB/s]


best.pt:  56%|█████▋    | 2.16G/3.82G [00:52<00:44, 37.0MB/s]

best.pt:  55%|█████▍    | 2.10G/3.82G [00:52<00:41, 41.8MB/s]


best.pt:  57%|█████▋    | 2.17G/3.82G [00:52<00:33, 49.9MB/s]

best.pt:  55%|█████▌    | 2.11G/3.82G [00:52<00:41, 40.8MB/s]


best.pt:  57%|█████▋    | 2.18G/3.82G [00:52<00:38, 42.6MB/s]

best.pt:  56%|█████▌    | 2.12G/3.82G [00:53<00:32, 53.0MB/s]


best.pt:  57%|█████▋    | 2.19G/3.82G [00:53<00:43, 37.8MB/s]

best.pt:  56%|█████▌    | 2.13G/3.82G [00:53<00:39, 43.3MB/s]


best.pt:  58%|█████▊    | 2.21G/3.82G [00:53<00:31, 51.3MB/s]

best.pt:  56%|█████▌    | 2.14G/3.82G [00:53<00:33, 50.8MB/s]

best.pt:  56%|█████▌    | 2.15G/3.82G [00:53<00:42, 39.7MB/s]


best.pt:  58%|█████▊    | 2.21G/3.82G [00:53<00:38, 42.0MB/s]

best.pt:  56%|█████▋    | 2.16G/3.82G [00:53<00:34, 48.3MB/s]


best.pt:  58%|█████▊    | 2.22G/3.82G [00:54<00:41, 38.5MB/s]

best.pt:  57%|█████▋    | 2.16G/3.82G [00:54<00:43, 38.2MB/s]


best.pt:  59%|█████▊    | 2.24G/3.82G [00:54<00:30, 51.3MB/s]

best.pt:  57%|█████▋    | 2.17G/3.82G [00:54<00:33, 49.3MB/s]


best.pt:  59%|█████▊    | 2.24G/3.82G [00:54<00:38, 41.3MB/s]

best.pt:  57%|█████▋    | 2.18G/3.82G [00:54<00:41, 39.8MB/s]

best.pt:  57%|█████▋    | 2.19G/3.82G [00:54<00:33, 49.1MB/s]


best.pt:  59%|█████▉    | 2.26G/3.82G [00:54<00:39, 40.0MB/s]


best.pt:  59%|█████▉    | 2.27G/3.82G [00:54<00:28, 55.1MB/s]

best.pt:  57%|█████▋    | 2.20G/3.82G [00:54<00:41, 39.1MB/s]

best.pt:  58%|█████▊    | 2.21G/3.82G [00:54<00:32, 50.0MB/s]


best.pt:  60%|█████▉    | 2.28G/3.82G [00:55<00:34, 44.4MB/s]

best.pt:  58%|█████▊    | 2.21G/3.82G [00:55<00:41, 38.3MB/s]


best.pt:  60%|█████▉    | 2.29G/3.82G [00:55<00:39, 39.3MB/s]


best.pt:  60%|██████    | 2.30G/3.82G [00:55<00:29, 51.2MB/s]

best.pt:  58%|█████▊    | 2.22G/3.82G [00:55<00:46, 34.1MB/s]

best.pt:  59%|█████▊    | 2.24G/3.82G [00:55<00:32, 48.2MB/s]


best.pt:  60%|██████    | 2.31G/3.82G [00:55<00:35, 43.1MB/s]

best.pt:  59%|█████▊    | 2.24G/3.82G [00:56<00:41, 37.7MB/s]


best.pt:  61%|██████    | 2.32G/3.82G [00:56<00:36, 41.1MB/s]


best.pt:  61%|██████    | 2.33G/3.82G [00:56<00:27, 54.8MB/s]

best.pt:  59%|█████▉    | 2.26G/3.82G [00:56<00:43, 35.7MB/s]

best.pt:  59%|█████▉    | 2.27G/3.82G [00:56<00:31, 49.9MB/s]


best.pt:  61%|██████    | 2.34G/3.82G [00:56<00:34, 42.5MB/s]

best.pt:  60%|█████▉    | 2.28G/3.82G [00:56<00:37, 41.2MB/s]


best.pt:  62%|██████▏   | 2.35G/3.82G [00:56<00:38, 38.1MB/s]


best.pt:  62%|██████▏   | 2.37G/3.82G [00:56<00:28, 51.7MB/s]

best.pt:  60%|█████▉    | 2.29G/3.82G [00:57<00:40, 38.0MB/s]

best.pt:  60%|██████    | 2.30G/3.82G [00:57<00:29, 52.2MB/s]


best.pt:  62%|██████▏   | 2.37G/3.82G [00:57<00:34, 42.4MB/s]

best.pt:  60%|██████    | 2.31G/3.82G [00:57<00:35, 42.6MB/s]


best.pt:  62%|██████▏   | 2.38G/3.82G [00:57<00:39, 36.8MB/s]


best.pt:  63%|██████▎   | 2.40G/3.82G [00:57<00:28, 50.2MB/s]

best.pt:  61%|██████    | 2.32G/3.82G [00:57<00:37, 39.8MB/s]

best.pt:  61%|██████    | 2.33G/3.82G [00:57<00:29, 50.9MB/s]


best.pt:  63%|██████▎   | 2.41G/3.82G [00:58<00:37, 37.7MB/s]

best.pt:  61%|██████    | 2.34G/3.82G [00:58<00:35, 41.8MB/s]


best.pt:  63%|██████▎   | 2.41G/3.82G [00:58<00:34, 40.9MB/s]

best.pt:  61%|██████▏   | 2.35G/3.82G [00:58<00:29, 49.3MB/s]


best.pt:  63%|██████▎   | 2.42G/3.82G [00:58<00:39, 35.5MB/s]

best.pt:  62%|██████▏   | 2.36G/3.82G [00:58<00:36, 40.5MB/s]


best.pt:  64%|██████▎   | 2.43G/3.82G [00:58<00:27, 51.3MB/s]

best.pt:  62%|██████▏   | 2.37G/3.82G [00:58<00:26, 54.2MB/s]


best.pt:  64%|██████▍   | 2.44G/3.82G [00:58<00:33, 41.5MB/s]

best.pt:  62%|██████▏   | 2.37G/3.82G [00:58<00:34, 41.6MB/s]


best.pt:  64%|██████▍   | 2.45G/3.82G [00:59<00:36, 37.2MB/s]

best.pt:  62%|██████▏   | 2.38G/3.82G [00:59<00:38, 37.5MB/s]


best.pt:  64%|██████▍   | 2.46G/3.82G [00:59<00:26, 50.7MB/s]

best.pt:  63%|██████▎   | 2.40G/3.82G [00:59<00:28, 50.7MB/s]


best.pt:  65%|██████▍   | 2.47G/3.82G [00:59<00:31, 42.5MB/s]

best.pt:  63%|██████▎   | 2.40G/3.82G [00:59<00:34, 41.7MB/s]

best.pt:  63%|██████▎   | 2.42G/3.82G [00:59<00:26, 53.2MB/s]


best.pt:  65%|██████▍   | 2.48G/3.82G [00:59<00:34, 39.4MB/s]


best.pt:  65%|██████▌   | 2.49G/3.82G [00:59<00:26, 50.7MB/s]

best.pt:  63%|██████▎   | 2.42G/3.82G [01:00<00:32, 43.0MB/s]


best.pt:  65%|██████▌   | 2.50G/3.82G [01:00<00:32, 41.1MB/s]

best.pt:  64%|██████▎   | 2.43G/3.82G [01:00<00:35, 38.8MB/s]


best.pt:  66%|██████▌   | 2.51G/3.82G [01:00<00:27, 48.0MB/s]

best.pt:  64%|██████▍   | 2.45G/3.82G [01:00<00:25, 54.3MB/s]


best.pt:  66%|██████▌   | 2.51G/3.82G [01:00<00:33, 38.8MB/s]

best.pt:  64%|██████▍   | 2.45G/3.82G [01:00<00:30, 44.2MB/s]


best.pt:  66%|██████▌   | 2.52G/3.82G [01:00<00:27, 47.3MB/s]

best.pt:  64%|██████▍   | 2.46G/3.82G [01:00<00:33, 40.2MB/s]


best.pt:  66%|██████▌   | 2.53G/3.82G [01:01<00:34, 38.0MB/s]

best.pt:  65%|██████▍   | 2.48G/3.82G [01:01<00:25, 53.8MB/s]


best.pt:  67%|██████▋   | 2.54G/3.82G [01:01<00:24, 52.5MB/s]

best.pt:  65%|██████▍   | 2.49G/3.82G [01:01<00:32, 41.8MB/s]


best.pt:  67%|██████▋   | 2.55G/3.82G [01:01<00:31, 40.3MB/s]

best.pt:  65%|██████▌   | 2.50G/3.82G [01:01<00:33, 39.4MB/s]


best.pt:  67%|██████▋   | 2.56G/3.82G [01:01<00:34, 36.4MB/s]

best.pt:  66%|██████▌   | 2.51G/3.82G [01:01<00:24, 54.3MB/s]


best.pt:  67%|██████▋   | 2.57G/3.82G [01:01<00:26, 47.3MB/s]

best.pt:  66%|██████▌   | 2.52G/3.82G [01:02<00:29, 44.2MB/s]


best.pt:  67%|██████▋   | 2.58G/3.82G [01:02<00:31, 39.2MB/s]


best.pt:  68%|██████▊   | 2.59G/3.82G [01:02<00:25, 49.0MB/s]

best.pt:  66%|██████▌   | 2.53G/3.82G [01:02<00:33, 39.0MB/s]

best.pt:  66%|██████▋   | 2.54G/3.82G [01:02<00:23, 53.7MB/s]


best.pt:  68%|██████▊   | 2.60G/3.82G [01:02<00:32, 37.3MB/s]


best.pt:  68%|██████▊   | 2.61G/3.82G [01:02<00:24, 50.4MB/s]

best.pt:  67%|██████▋   | 2.55G/3.82G [01:02<00:28, 44.1MB/s]


best.pt:  68%|██████▊   | 2.62G/3.82G [01:03<00:31, 38.9MB/s]

best.pt:  67%|██████▋   | 2.56G/3.82G [01:03<00:33, 38.0MB/s]

best.pt:  67%|██████▋   | 2.57G/3.82G [01:03<00:23, 53.0MB/s]


best.pt:  69%|██████▊   | 2.62G/3.82G [01:03<00:35, 34.1MB/s]


best.pt:  69%|██████▉   | 2.64G/3.82G [01:03<00:25, 46.9MB/s]

best.pt:  68%|██████▊   | 2.58G/3.82G [01:03<00:28, 44.1MB/s]


best.pt:  69%|██████▉   | 2.64G/3.82G [01:03<00:29, 40.0MB/s]

best.pt:  68%|██████▊   | 2.59G/3.82G [01:03<00:32, 37.7MB/s]

best.pt:  68%|██████▊   | 2.61G/3.82G [01:03<00:23, 52.2MB/s]


best.pt:  69%|██████▉   | 2.66G/3.82G [01:04<00:31, 36.6MB/s]


best.pt:  70%|██████▉   | 2.67G/3.82G [01:04<00:22, 50.9MB/s]

best.pt:  68%|██████▊   | 2.61G/3.82G [01:04<00:27, 43.7MB/s]


best.pt:  70%|███████   | 2.68G/3.82G [01:04<00:28, 40.3MB/s]

best.pt:  69%|██████▊   | 2.62G/3.82G [01:04<00:31, 38.0MB/s]

best.pt:  69%|██████▉   | 2.64G/3.82G [01:04<00:22, 53.3MB/s]


best.pt:  70%|███████   | 2.69G/3.82G [01:04<00:31, 35.9MB/s]

best.pt:  69%|██████▉   | 2.65G/3.82G [01:04<00:26, 45.1MB/s]


best.pt:  71%|███████   | 2.70G/3.82G [01:04<00:26, 43.0MB/s]


best.pt:  71%|███████   | 2.70G/3.82G [01:05<00:30, 36.8MB/s]

best.pt:  69%|██████▉   | 2.66G/3.82G [01:05<00:29, 40.2MB/s]


best.pt:  71%|███████   | 2.71G/3.82G [01:05<00:24, 44.6MB/s]

best.pt:  70%|██████▉   | 2.67G/3.82G [01:05<00:20, 55.0MB/s]


best.pt:  71%|███████   | 2.72G/3.82G [01:05<00:28, 38.5MB/s]

best.pt:  70%|███████   | 2.68G/3.82G [01:05<00:26, 43.2MB/s]


best.pt:  71%|███████▏  | 2.73G/3.82G [01:05<00:22, 48.5MB/s]

best.pt:  70%|███████   | 2.69G/3.82G [01:05<00:24, 47.2MB/s]


best.pt:  72%|███████▏  | 2.74G/3.82G [01:05<00:27, 40.0MB/s]

best.pt:  70%|███████   | 2.69G/3.82G [01:06<00:28, 39.1MB/s]


best.pt:  72%|███████▏  | 2.75G/3.82G [01:06<00:22, 47.5MB/s]

best.pt:  71%|███████   | 2.70G/3.82G [01:06<00:25, 44.7MB/s]


best.pt:  72%|███████▏  | 2.75G/3.82G [01:06<00:27, 38.4MB/s]

best.pt:  71%|███████   | 2.71G/3.82G [01:06<00:30, 36.6MB/s]


best.pt:  72%|███████▏  | 2.76G/3.82G [01:06<00:22, 46.9MB/s]

best.pt:  71%|███████   | 2.72G/3.82G [01:06<00:23, 47.3MB/s]


best.pt:  72%|███████▏  | 2.77G/3.82G [01:06<00:27, 38.7MB/s]

best.pt:  71%|███████   | 2.72G/3.82G [01:06<00:29, 37.5MB/s]


best.pt:  73%|███████▎  | 2.78G/3.82G [01:06<00:19, 53.1MB/s]

best.pt:  71%|███████▏  | 2.73G/3.82G [01:06<00:23, 45.8MB/s]

best.pt:  72%|███████▏  | 2.74G/3.82G [01:07<00:29, 37.1MB/s]


best.pt:  73%|███████▎  | 2.79G/3.82G [01:07<00:26, 38.6MB/s]

best.pt:  72%|███████▏  | 2.75G/3.82G [01:07<00:22, 48.7MB/s]


best.pt:  73%|███████▎  | 2.80G/3.82G [01:07<00:20, 50.2MB/s]

best.pt:  72%|███████▏  | 2.75G/3.82G [01:07<00:27, 39.4MB/s]


best.pt:  73%|███████▎  | 2.81G/3.82G [01:07<00:25, 40.3MB/s]

best.pt:  72%|███████▏  | 2.76G/3.82G [01:07<00:22, 47.9MB/s]


best.pt:  74%|███████▎  | 2.82G/3.82G [01:07<00:26, 37.6MB/s]

best.pt:  72%|███████▏  | 2.77G/3.82G [01:07<00:28, 36.9MB/s]


best.pt:  74%|███████▍  | 2.83G/3.82G [01:07<00:20, 47.6MB/s]

best.pt:  73%|███████▎  | 2.78G/3.82G [01:08<00:22, 46.9MB/s]

best.pt:  73%|███████▎  | 2.78G/3.82G [01:08<00:27, 38.4MB/s]


best.pt:  74%|███████▍  | 2.83G/3.82G [01:08<00:27, 36.6MB/s]

best.pt:  73%|███████▎  | 2.80G/3.82G [01:08<00:20, 50.8MB/s]


best.pt:  74%|███████▍  | 2.84G/3.82G [01:08<00:20, 47.1MB/s]

best.pt:  73%|███████▎  | 2.80G/3.82G [01:08<00:25, 40.1MB/s]


best.pt:  75%|███████▍  | 2.85G/3.82G [01:08<00:25, 37.6MB/s]

best.pt:  74%|███████▎  | 2.81G/3.82G [01:08<00:20, 48.3MB/s]


best.pt:  75%|███████▍  | 2.86G/3.82G [01:08<00:19, 49.3MB/s]

best.pt:  74%|███████▎  | 2.82G/3.82G [01:09<00:25, 39.1MB/s]


best.pt:  75%|███████▌  | 2.87G/3.82G [01:09<00:23, 40.0MB/s]

best.pt:  74%|███████▍  | 2.83G/3.82G [01:09<00:20, 48.3MB/s]


best.pt:  75%|███████▌  | 2.88G/3.82G [01:09<00:18, 50.9MB/s]

best.pt:  74%|███████▍  | 2.83G/3.82G [01:09<00:25, 38.7MB/s]

best.pt:  74%|███████▍  | 2.84G/3.82G [01:09<00:20, 48.9MB/s]


best.pt:  76%|███████▌  | 2.89G/3.82G [01:09<00:23, 39.0MB/s]

best.pt:  75%|███████▍  | 2.85G/3.82G [01:09<00:25, 37.6MB/s]


best.pt:  76%|███████▌  | 2.90G/3.82G [01:09<00:26, 34.6MB/s]

best.pt:  75%|███████▍  | 2.86G/3.82G [01:09<00:20, 48.1MB/s]


best.pt:  76%|███████▌  | 2.91G/3.82G [01:09<00:20, 44.5MB/s]

best.pt:  75%|███████▍  | 2.87G/3.82G [01:10<00:24, 38.4MB/s]


best.pt:  76%|███████▌  | 2.91G/3.82G [01:10<00:24, 37.8MB/s]

best.pt:  75%|███████▌  | 2.87G/3.82G [01:10<00:21, 43.5MB/s]


best.pt:  76%|███████▋  | 2.92G/3.82G [01:10<00:19, 47.2MB/s]

best.pt:  75%|███████▌  | 2.88G/3.82G [01:10<00:19, 48.3MB/s]


best.pt:  77%|███████▋  | 2.93G/3.82G [01:10<00:24, 36.9MB/s]

best.pt:  75%|███████▌  | 2.89G/3.82G [01:10<00:26, 36.0MB/s]


best.pt:  77%|███████▋  | 2.94G/3.82G [01:10<00:19, 44.8MB/s]

best.pt:  76%|███████▌  | 2.89G/3.82G [01:10<00:21, 42.6MB/s]

best.pt:  76%|███████▌  | 2.90G/3.82G [01:10<00:26, 35.1MB/s]

best.pt:  76%|███████▌  | 2.91G/3.82G [01:11<00:19, 46.4MB/s]


best.pt:  77%|███████▋  | 2.94G/3.82G [01:11<00:28, 30.4MB/s]


best.pt:  77%|███████▋  | 2.95G/3.82G [01:11<00:20, 41.4MB/s]

best.pt:  76%|███████▌  | 2.91G/3.82G [01:11<00:25, 35.2MB/s]


best.pt:  77%|███████▋  | 2.96G/3.82G [01:11<00:24, 35.1MB/s]

best.pt:  76%|███████▋  | 2.92G/3.82G [01:11<00:19, 45.7MB/s]


best.pt:  78%|███████▊  | 2.97G/3.82G [01:11<00:18, 46.1MB/s]

best.pt:  77%|███████▋  | 2.93G/3.82G [01:11<00:25, 35.3MB/s]

best.pt:  77%|███████▋  | 2.94G/3.82G [01:11<00:19, 45.0MB/s]


best.pt:  78%|███████▊  | 2.98G/3.82G [01:11<00:23, 36.3MB/s]


best.pt:  78%|███████▊  | 2.99G/3.82G [01:11<00:16, 51.8MB/s]

best.pt:  77%|███████▋  | 2.95G/3.82G [01:12<00:23, 36.7MB/s]

best.pt:  77%|███████▋  | 2.95G/3.82G [01:12<00:19, 45.0MB/s]


best.pt:  78%|███████▊  | 3.00G/3.82G [01:12<00:19, 42.2MB/s]

best.pt:  77%|███████▋  | 2.96G/3.82G [01:12<00:24, 35.1MB/s]


best.pt:  79%|███████▊  | 3.01G/3.82G [01:12<00:21, 37.7MB/s]

best.pt:  78%|███████▊  | 2.97G/3.82G [01:12<00:20, 42.2MB/s]


best.pt:  79%|███████▉  | 3.02G/3.82G [01:12<00:16, 47.8MB/s]

best.pt:  78%|███████▊  | 2.98G/3.82G [01:12<00:17, 48.3MB/s]


best.pt:  79%|███████▉  | 3.03G/3.82G [01:12<00:20, 38.2MB/s]

best.pt:  78%|███████▊  | 2.98G/3.82G [01:12<00:20, 40.9MB/s]


best.pt:  79%|███████▉  | 3.04G/3.82G [01:13<00:14, 54.0MB/s]

best.pt:  78%|███████▊  | 2.99G/3.82G [01:13<00:21, 37.9MB/s]

best.pt:  79%|███████▊  | 3.00G/3.82G [01:13<00:16, 49.8MB/s]


best.pt:  80%|███████▉  | 3.05G/3.82G [01:13<00:19, 38.9MB/s]

best.pt:  79%|███████▊  | 3.01G/3.82G [01:13<00:21, 38.4MB/s]


best.pt:  80%|███████▉  | 3.06G/3.82G [01:13<00:20, 36.7MB/s]

best.pt:  79%|███████▉  | 3.02G/3.82G [01:13<00:17, 46.3MB/s]


best.pt:  80%|████████  | 3.06G/3.82G [01:13<00:19, 38.7MB/s]


best.pt:  80%|████████  | 3.07G/3.82G [01:13<00:16, 44.5MB/s]

best.pt:  79%|███████▉  | 3.02G/3.82G [01:14<00:22, 35.8MB/s]

best.pt:  79%|███████▉  | 3.03G/3.82G [01:14<00:19, 40.4MB/s]


best.pt:  80%|████████  | 3.07G/3.82G [01:14<00:21, 35.2MB/s]

best.pt:  79%|███████▉  | 3.04G/3.82G [01:14<00:16, 47.8MB/s]


best.pt:  81%|████████  | 3.08G/3.82G [01:14<00:18, 40.4MB/s]

best.pt:  80%|███████▉  | 3.04G/3.82G [01:14<00:19, 39.0MB/s]


best.pt:  81%|████████  | 3.09G/3.82G [01:14<00:21, 33.4MB/s]


best.pt:  81%|████████  | 3.10G/3.82G [01:14<00:14, 49.5MB/s]

best.pt:  80%|███████▉  | 3.06G/3.82G [01:14<00:20, 37.2MB/s]

best.pt:  80%|████████  | 3.07G/3.82G [01:14<00:13, 54.1MB/s]


best.pt:  81%|████████▏ | 3.11G/3.82G [01:14<00:18, 38.1MB/s]


best.pt:  82%|████████▏ | 3.12G/3.82G [01:15<00:13, 50.7MB/s]

best.pt:  81%|████████  | 3.08G/3.82G [01:15<00:16, 43.9MB/s]


best.pt:  82%|████████▏ | 3.13G/3.82G [01:15<00:16, 41.8MB/s]

best.pt:  81%|████████  | 3.09G/3.82G [01:15<00:18, 39.8MB/s]

best.pt:  81%|████████  | 3.10G/3.82G [01:15<00:12, 56.0MB/s]


best.pt:  82%|████████▏ | 3.14G/3.82G [01:15<00:17, 38.6MB/s]


best.pt:  82%|████████▏ | 3.15G/3.82G [01:15<00:12, 53.2MB/s]

best.pt:  81%|████████▏ | 3.11G/3.82G [01:15<00:15, 45.0MB/s]


best.pt:  83%|████████▎ | 3.16G/3.82G [01:16<00:15, 42.5MB/s]

best.pt:  82%|████████▏ | 3.12G/3.82G [01:16<00:17, 39.5MB/s]

best.pt:  82%|████████▏ | 3.13G/3.82G [01:16<00:12, 54.9MB/s]


best.pt:  83%|████████▎ | 3.17G/3.82G [01:16<00:16, 38.7MB/s]


best.pt:  83%|████████▎ | 3.18G/3.82G [01:16<00:12, 52.5MB/s]

best.pt:  82%|████████▏ | 3.14G/3.82G [01:16<00:15, 44.9MB/s]


best.pt:  83%|████████▎ | 3.19G/3.82G [01:16<00:14, 42.6MB/s]

best.pt:  82%|████████▏ | 3.15G/3.82G [01:16<00:16, 40.3MB/s]

best.pt:  83%|████████▎ | 3.17G/3.82G [01:16<00:11, 54.9MB/s]


best.pt:  84%|████████▎ | 3.20G/3.82G [01:17<00:15, 39.7MB/s]


best.pt:  84%|████████▍ | 3.21G/3.82G [01:17<00:11, 53.5MB/s]

best.pt:  83%|████████▎ | 3.17G/3.82G [01:17<00:14, 45.2MB/s]


best.pt:  84%|████████▍ | 3.22G/3.82G [01:17<00:14, 41.6MB/s]

best.pt:  83%|████████▎ | 3.18G/3.82G [01:17<00:16, 38.9MB/s]

best.pt:  84%|████████▎ | 3.20G/3.82G [01:17<00:11, 52.6MB/s]


best.pt:  85%|████████▍ | 3.23G/3.82G [01:17<00:14, 39.4MB/s]


best.pt:  85%|████████▍ | 3.25G/3.82G [01:17<00:10, 53.2MB/s]

best.pt:  84%|████████▍ | 3.21G/3.82G [01:17<00:14, 43.6MB/s]


best.pt:  85%|████████▌ | 3.25G/3.82G [01:18<00:12, 43.9MB/s]

best.pt:  84%|████████▍ | 3.22G/3.82G [01:18<00:16, 37.1MB/s]

best.pt:  84%|████████▍ | 3.23G/3.82G [01:18<00:12, 47.4MB/s]


best.pt:  85%|████████▌ | 3.26G/3.82G [01:18<00:13, 40.2MB/s]


best.pt:  86%|████████▌ | 3.28G/3.82G [01:18<00:10, 53.7MB/s]

best.pt:  85%|████████▍ | 3.23G/3.82G [01:18<00:15, 38.7MB/s]

best.pt:  85%|████████▍ | 3.25G/3.82G [01:18<00:11, 52.0MB/s]


best.pt:  86%|████████▌ | 3.29G/3.82G [01:18<00:12, 42.0MB/s]

best.pt:  85%|████████▌ | 3.26G/3.82G [01:19<00:13, 42.6MB/s]


best.pt:  86%|████████▌ | 3.30G/3.82G [01:19<00:13, 39.9MB/s]


best.pt:  87%|████████▋ | 3.31G/3.82G [01:19<00:09, 53.3MB/s]

best.pt:  85%|████████▌ | 3.26G/3.82G [01:19<00:16, 34.5MB/s]

best.pt:  86%|████████▌ | 3.27G/3.82G [01:19<00:12, 44.4MB/s]


best.pt:  87%|████████▋ | 3.32G/3.82G [01:19<00:12, 42.0MB/s]

best.pt:  86%|████████▌ | 3.28G/3.82G [01:19<00:14, 37.4MB/s]


best.pt:  87%|████████▋ | 3.33G/3.82G [01:19<00:12, 38.7MB/s]

best.pt:  86%|████████▌ | 3.29G/3.82G [01:20<00:11, 46.0MB/s]


best.pt:  87%|████████▋ | 3.34G/3.82G [01:20<00:09, 52.4MB/s]

best.pt:  86%|████████▋ | 3.30G/3.82G [01:20<00:14, 37.4MB/s]


best.pt:  88%|████████▊ | 3.35G/3.82G [01:20<00:10, 43.3MB/s]

best.pt:  86%|████████▋ | 3.31G/3.82G [01:20<00:11, 45.9MB/s]

best.pt:  87%|████████▋ | 3.31G/3.82G [01:20<00:13, 37.7MB/s]


best.pt:  88%|████████▊ | 3.36G/3.82G [01:20<00:11, 38.9MB/s]

best.pt:  87%|████████▋ | 3.32G/3.82G [01:20<00:10, 46.8MB/s]


best.pt:  88%|████████▊ | 3.37G/3.82G [01:20<00:08, 53.2MB/s]

best.pt:  87%|████████▋ | 3.33G/3.82G [01:21<00:13, 37.4MB/s]


best.pt:  88%|████████▊ | 3.38G/3.82G [01:21<00:09, 44.3MB/s]

best.pt:  87%|████████▋ | 3.34G/3.82G [01:21<00:09, 48.8MB/s]


best.pt:  89%|████████▊ | 3.39G/3.82G [01:21<00:10, 40.9MB/s]

best.pt:  88%|████████▊ | 3.35G/3.82G [01:21<00:12, 39.4MB/s]


best.pt:  89%|████████▉ | 3.41G/3.82G [01:21<00:07, 54.0MB/s]

best.pt:  88%|████████▊ | 3.36G/3.82G [01:21<00:09, 49.5MB/s]


best.pt:  89%|████████▉ | 3.41G/3.82G [01:21<00:09, 43.7MB/s]

best.pt:  88%|████████▊ | 3.36G/3.82G [01:21<00:12, 37.9MB/s]

best.pt:  88%|████████▊ | 3.37G/3.82G [01:21<00:09, 49.7MB/s]


best.pt:  90%|████████▉ | 3.42G/3.82G [01:22<00:09, 40.4MB/s]


best.pt:  90%|████████▉ | 3.44G/3.82G [01:22<00:07, 54.0MB/s]

best.pt:  88%|████████▊ | 3.38G/3.82G [01:22<00:14, 29.7MB/s]


best.pt:  90%|█████████ | 3.45G/3.82G [01:22<00:08, 42.3MB/s]

best.pt:  89%|████████▊ | 3.39G/3.82G [01:22<00:11, 37.3MB/s]

best.pt:  89%|████████▉ | 3.40G/3.82G [01:22<00:13, 32.7MB/s]


best.pt:  90%|█████████ | 3.46G/3.82G [01:22<00:09, 38.5MB/s]

best.pt:  89%|████████▉ | 3.40G/3.82G [01:22<00:10, 40.8MB/s]


best.pt:  91%|█████████ | 3.47G/3.82G [01:22<00:06, 54.4MB/s]

best.pt:  89%|████████▉ | 3.41G/3.82G [01:23<00:12, 33.6MB/s]


best.pt:  91%|█████████ | 3.48G/3.82G [01:23<00:07, 45.8MB/s]

best.pt:  89%|████████▉ | 3.42G/3.82G [01:23<00:09, 42.4MB/s]


best.pt:  91%|█████████ | 3.49G/3.82G [01:23<00:08, 40.4MB/s]

best.pt:  90%|████████▉ | 3.43G/3.82G [01:23<00:11, 34.4MB/s]


best.pt:  92%|█████████▏| 3.50G/3.82G [01:23<00:06, 53.0MB/s]

best.pt:  90%|████████▉ | 3.44G/3.82G [01:23<00:08, 47.0MB/s]


best.pt:  92%|█████████▏| 3.51G/3.82G [01:23<00:07, 44.5MB/s]

best.pt:  90%|█████████ | 3.44G/3.82G [01:23<00:09, 38.8MB/s]

best.pt:  90%|█████████ | 3.45G/3.82G [01:24<00:07, 51.0MB/s]


best.pt:  92%|█████████▏| 3.52G/3.82G [01:24<00:07, 39.8MB/s]


best.pt:  92%|█████████▏| 3.53G/3.82G [01:24<00:05, 52.4MB/s]

best.pt:  91%|█████████ | 3.46G/3.82G [01:24<00:08, 40.6MB/s]


best.pt:  93%|█████████▎| 3.54G/3.82G [01:24<00:06, 42.0MB/s]

best.pt:  91%|█████████ | 3.47G/3.82G [01:24<00:09, 37.7MB/s]

best.pt:  91%|█████████ | 3.48G/3.82G [01:24<00:07, 48.4MB/s]


best.pt:  93%|█████████▎| 3.55G/3.82G [01:24<00:06, 40.3MB/s]


best.pt:  93%|█████████▎| 3.57G/3.82G [01:24<00:04, 53.4MB/s]

best.pt:  91%|█████████▏| 3.49G/3.82G [01:24<00:08, 39.8MB/s]

best.pt:  92%|█████████▏| 3.50G/3.82G [01:25<00:06, 50.3MB/s]


best.pt:  93%|█████████▎| 3.57G/3.82G [01:25<00:06, 41.1MB/s]

best.pt:  92%|█████████▏| 3.51G/3.82G [01:25<00:07, 41.6MB/s]

best.pt:  92%|█████████▏| 3.52G/3.82G [01:25<00:06, 48.5MB/s]


best.pt:  94%|█████████▎| 3.58G/3.82G [01:25<00:06, 38.8MB/s]


best.pt:  94%|█████████▍| 3.60G/3.82G [01:25<00:04, 51.7MB/s]

best.pt:  92%|█████████▏| 3.52G/3.82G [01:25<00:08, 37.1MB/s]

best.pt:  92%|█████████▏| 3.53G/3.82G [01:25<00:05, 48.8MB/s]


best.pt:  94%|█████████▍| 3.61G/3.82G [01:26<00:04, 44.0MB/s]

best.pt:  93%|█████████▎| 3.54G/3.82G [01:26<00:07, 38.1MB/s]

best.pt:  93%|█████████▎| 3.55G/3.82G [01:26<00:05, 49.7MB/s]


best.pt:  95%|█████████▍| 3.62G/3.82G [01:26<00:05, 40.9MB/s]


best.pt:  95%|█████████▍| 3.63G/3.82G [01:26<00:03, 54.6MB/s]

best.pt:  93%|█████████▎| 3.56G/3.82G [01:26<00:06, 40.3MB/s]


best.pt:  95%|█████████▌| 3.64G/3.82G [01:26<00:04, 44.3MB/s]

best.pt:  93%|█████████▎| 3.57G/3.82G [01:26<00:06, 37.4MB/s]

best.pt:  94%|█████████▎| 3.58G/3.82G [01:26<00:04, 50.9MB/s]


best.pt:  95%|█████████▌| 3.65G/3.82G [01:27<00:04, 38.8MB/s]


best.pt:  96%|█████████▌| 3.66G/3.82G [01:27<00:03, 52.1MB/s]

best.pt:  94%|█████████▍| 3.59G/3.82G [01:27<00:05, 41.6MB/s]


best.pt:  96%|█████████▌| 3.67G/3.82G [01:27<00:03, 42.4MB/s]

best.pt:  94%|█████████▍| 3.60G/3.82G [01:27<00:05, 39.5MB/s]

best.pt:  94%|█████████▍| 3.61G/3.82G [01:27<00:04, 52.1MB/s]


best.pt:  96%|█████████▋| 3.68G/3.82G [01:27<00:03, 38.1MB/s]


best.pt:  97%|█████████▋| 3.69G/3.82G [01:27<00:02, 51.7MB/s]

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wandb: updating run metadata
wandb: updating run metadata; uploading wandb-summary.json; uploading output.log
wandb: uploading output.log; uploading config.yaml
wandb: uploading output.log
wandb: 
wandb: Run history:
wandb:                bad_checks ▁▃▆█
wandb:                      best ▁▁▁▁
wandb:                     epoch ▁▁▁▁▁▁▁▁▁▃▃▃▃▃▃▃▃▃▃▃▆▆▆▆▆▆▆▆▆███████████
wandb:          selection_metric ▁▆█▃
wandb:  train/center_error/count ▁▁▁▁
wandb:   train/center_error/mean █▅▃▁
wandb: train/center_error/median █▅▃▁
wandb:    train/center_error/p95 █▄▃▁
wandb:     train/compute_seconds ▁▄█▇
wandb:       train/crop_coverage ▁▁█▁
wandb:                      +138 ...
wandb: 
wandb: Run summary:
wandb:                bad_checks 3
wandb:                      best 126.28289
wandb:                     epoch 4
wandb:           partial_dataset False
wandb:          selection_metric 168.71832
wandb:                     smoke False
wandb:  train/center_error/count 71007
wandb:   train/center_error/mean 3.15274
wandb: train/center_error/median 1.5765
wandb:    train/center_error/p95 9.92251
wandb:                      +140 ...
wandb: 
wandb: 🚀 View run sutrack-20260912-retry at: https://wandb.ai/anthonyceponis-university-of-cambridge/football-ball-tracking/runs/4cgkwtq8
wandb: ⭐️ View project at: https://wandb.ai/anthonyceponis-university-of-cambridge/football-ball-tracking
wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
wandb: Find logs at: ./wandb/run-20260912_191835-4cgkwtq8/logs