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slurm-4954117.out
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💡 Learn about RayTune at https://docs.ultralytics.com/integrations/ray-tune
Requirement already satisfied: ray[tune] in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (2.9.2)
Requirement already satisfied: click>=7.0 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (8.1.7)
Requirement already satisfied: filelock in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (3.13.1)
Requirement already satisfied: jsonschema in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (4.20.0)
Requirement already satisfied: msgpack<2.0.0,>=1.0.0 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (1.0.7)
Requirement already satisfied: packaging in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (23.2)
Requirement already satisfied: protobuf!=3.19.5,>=3.15.3 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (4.25.1)
Requirement already satisfied: pyyaml in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (6.0.1)
Requirement already satisfied: aiosignal in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (1.3.1)
Requirement already satisfied: frozenlist in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (1.4.0)
Requirement already satisfied: requests in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (2.31.0)
Requirement already satisfied: pandas in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (2.0.3)
Requirement already satisfied: tensorboardX>=1.9 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (2.6.2.2)
Requirement already satisfied: pyarrow>=6.0.1 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (14.0.1)
Requirement already satisfied: fsspec in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from ray[tune]) (2023.12.2)
Requirement already satisfied: numpy>=1.16.6 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from pyarrow>=6.0.1->ray[tune]) (1.24.4)
Requirement already satisfied: attrs>=22.2.0 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from jsonschema->ray[tune]) (23.1.0)
Requirement already satisfied: importlib-resources>=1.4.0 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from jsonschema->ray[tune]) (6.1.1)
Requirement already satisfied: jsonschema-specifications>=2023.03.6 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from jsonschema->ray[tune]) (2023.11.2)
Requirement already satisfied: pkgutil-resolve-name>=1.3.10 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from jsonschema->ray[tune]) (1.3.10)
Requirement already satisfied: referencing>=0.28.4 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from jsonschema->ray[tune]) (0.32.0)
Requirement already satisfied: rpds-py>=0.7.1 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from jsonschema->ray[tune]) (0.13.2)
Requirement already satisfied: python-dateutil>=2.8.2 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from pandas->ray[tune]) (2.8.2)
Requirement already satisfied: pytz>=2020.1 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from pandas->ray[tune]) (2023.3.post1)
Requirement already satisfied: tzdata>=2022.1 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from pandas->ray[tune]) (2023.3)
Requirement already satisfied: charset-normalizer<4,>=2 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from requests->ray[tune]) (3.3.2)
Requirement already satisfied: idna<4,>=2.5 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from requests->ray[tune]) (3.6)
Requirement already satisfied: urllib3<3,>=1.21.1 in /home/jpfinley/.local/lib/python3.8/site-packages (from requests->ray[tune]) (2.1.0)
Requirement already satisfied: certifi>=2017.4.17 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from requests->ray[tune]) (2023.11.17)
Requirement already satisfied: zipp>=3.1.0 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from importlib-resources>=1.4.0->jsonschema->ray[tune]) (3.17.0)
Requirement already satisfied: six>=1.5 in /home/jpfinley/.conda/envs/cent7/2020.11-py38/yolov8/lib/python3.8/site-packages (from python-dateutil>=2.8.2->pandas->ray[tune]) (1.16.0)
2024-02-19 23:25:14,780 INFO worker.py:1724 -- Started a local Ray instance.
WARNING ⚠️ search space not provided, using default search space.
2024-02-19 23:25:24,803 INFO tune.py:592 -- [output] This will use the new output engine with verbosity 1. To disable the new output and use the legacy output engine, set the environment variable RAY_AIR_NEW_OUTPUT=0. For more information, please see https://github.com/ray-project/ray/issues/36949
2024-02-19 23:25:24,835 INFO wandb.py:307 -- Already logged into W&B.
[36m(_WandbLoggingActor pid=92486)[0m wandb: Currently logged in as: fin-jason20. Use `wandb login --relogin` to force relogin
[36m(_WandbLoggingActor pid=92473)[0m wandb: Tracking run with wandb version 0.16.3
[36m(_WandbLoggingActor pid=92473)[0m wandb: Run data is saved locally in /home/jpfinley/ray_results/_tune_2024-02-19_23-25-24/_tune_1160c_00001_1_box=0.1955,cls=3.3292,copy_paste=0.3315,degrees=10.1242,fliplr=0.9439,flipud=0.1580,hsv_h=0.0066,hsv_s=0.6171,_2024-02-19_23-25-24/wandb/run-20240219_232531-1160c_00001
[36m(_WandbLoggingActor pid=92473)[0m wandb: Run `wandb offline` to turn off syncing.
[36m(_WandbLoggingActor pid=92473)[0m wandb: Syncing run _tune_1160c_00001
[36m(_WandbLoggingActor pid=92473)[0m wandb: ⭐️ View project at https://wandb.ai/fin-jason20/YOLOv8-tune
[36m(_WandbLoggingActor pid=92473)[0m wandb: 🚀 View run at https://wandb.ai/fin-jason20/YOLOv8-tune/runs/1160c_00001
[36m(_WandbLoggingActor pid=92455)[0m wandb: Currently logged in as: fin-jason20. Use `wandb login --relogin` to force relogin[32m [repeated 7x across cluster] (Ray deduplicates logs by default. Set RAY_DEDUP_LOGS=0 to disable log deduplication, or see https://docs.ray.io/en/master/ray-observability/ray-logging.html#log-deduplication for more options.)[0m
[36m(_WandbLoggingActor pid=92476)[0m wandb: Tracking run with wandb version 0.16.3[32m [repeated 7x across cluster][0m
[36m(_WandbLoggingActor pid=92476)[0m wandb: Run data is saved locally in /home/jpfinley/ray_results/_tune_2024-02-19_23-25-24/_tune_1160c_00007_7_box=0.1557,cls=3.3728,copy_paste=0.1437,degrees=35.0815,fliplr=0.2686,flipud=0.4789,hsv_h=0.0468,hsv_s=0.0310,_2024-02-19_23-25-24/wandb/run-20240219_232531-1160c_00007[32m [repeated 7x across cluster][0m
[36m(_WandbLoggingActor pid=92476)[0m wandb: Run `wandb offline` to turn off syncing.[32m [repeated 7x across cluster][0m
[36m(_WandbLoggingActor pid=92476)[0m wandb: Syncing run _tune_1160c_00007[32m [repeated 7x across cluster][0m
[36m(_WandbLoggingActor pid=92476)[0m wandb: ⭐️ View project at https://wandb.ai/fin-jason20/YOLOv8-tune[32m [repeated 7x across cluster][0m
[36m(_WandbLoggingActor pid=92476)[0m wandb: 🚀 View run at https://wandb.ai/fin-jason20/YOLOv8-tune/runs/1160c_00007[32m [repeated 7x across cluster][0m
[36m(_tune pid=91681)[0m wandb: Currently logged in as: fin-jason20. Use `wandb login --relogin` to force relogin
[36m(_tune pid=91682)[0m wandb: Currently logged in as: fin-jason20. Use `wandb login --relogin` to force relogin
[36m(_tune pid=91684)[0m wandb: Currently logged in as: fin-jason20. Use `wandb login --relogin` to force relogin
[36m(_tune pid=91680)[0m wandb: Currently logged in as: fin-jason20. Use `wandb login --relogin` to force relogin
[36m(_tune pid=91689)[0m wandb: Currently logged in as: fin-jason20. Use `wandb login --relogin` to force relogin[32m [repeated 3x across cluster][0m
[36m(_tune pid=91681)[0m wandb: Tracking run with wandb version 0.16.3
[36m(_tune pid=91681)[0m wandb: Run data is saved locally in /home/jpfinley/ray_results/_tune_2024-02-19_23-25-24/_tune_1160c_00002_2_box=0.1425,cls=2.7409,copy_paste=0.7722,degrees=2.8117,fliplr=0.2369,flipud=0.9646,hsv_h=0.0258,hsv_s=0.3715,h_2024-02-19_23-25-24/wandb/run-20240219_232824-caahekfh
[36m(_tune pid=91681)[0m wandb: Run `wandb offline` to turn off syncing.
[36m(_tune pid=91681)[0m wandb: Syncing run train
[36m(_tune pid=91681)[0m wandb: ⭐️ View project at https://wandb.ai/fin-jason20/YOLOv8
[36m(_tune pid=91681)[0m wandb: 🚀 View run at https://wandb.ai/fin-jason20/YOLOv8/runs/caahekfh
[36m(_tune pid=91681)[0m
[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
[36m(_tune pid=91681)[0m
[34m[1mval: [0mScanning /home/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
[34m[1mval: [0mScanning /home/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
[36m(_tune pid=91681)[0m
0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91686)[0m wandb: Currently logged in as: fin-jason20. Use `wandb login --relogin` to force relogin
[36m(_tune pid=91684)[0m wandb: Tracking run with wandb version 0.16.3[32m [repeated 2x across cluster][0m
[36m(_tune pid=91684)[0m wandb: Run data is saved locally in /home/jpfinley/ray_results/_tune_2024-02-19_23-25-24/_tune_1160c_00004_4_box=0.0843,cls=2.0018,copy_paste=0.1991,degrees=43.4821,fliplr=0.1777,flipud=0.6475,hsv_h=0.0310,hsv_s=0.7335,_2024-02-19_23-25-24/wandb/run-20240219_232838-8wxkmc7t[32m [repeated 2x across cluster][0m
[36m(_tune pid=91684)[0m wandb: Run `wandb offline` to turn off syncing.[32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m wandb: Syncing run train
[36m(_tune pid=91682)[0m wandb: ⭐️ View project at https://wandb.ai/fin-jason20/YOLOv8
[36m(_tune pid=91682)[0m wandb: 🚀 View run at https://wandb.ai/fin-jason20/YOLOv8/runs/hgoyibcz
[36m(_tune pid=91682)[0m
[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
[36m(_tune pid=91682)[0m
[34m[1mval: [0mScanning /home/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
[34m[1mval: [0mScanning /home/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
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[36m(_tune pid=91680)[0m wandb: Syncing run train
[36m(_tune pid=91680)[0m wandb: ⭐️ View project at https://wandb.ai/fin-jason20/YOLOv8
[36m(_tune pid=91680)[0m wandb: 🚀 View run at https://wandb.ai/fin-jason20/YOLOv8/runs/yvjaxq1m
[36m(_tune pid=91680)[0m
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[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
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[34m[1mval: [0mScanning /home/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
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[36m(_tune pid=91679)[0m wandb: Tracking run with wandb version 0.16.3[32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m wandb: Run data is saved locally in /home/jpfinley/ray_results/_tune_2024-02-19_23-25-24/_tune_1160c_00000_0_box=0.1990,cls=3.8509,copy_paste=0.5076,degrees=40.2764,fliplr=0.3846,flipud=0.4906,hsv_h=0.0700,hsv_s=0.1642,_2024-02-19_23-25-24/wandb/run-20240219_232839-gcv2rg2i[32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m wandb: Run `wandb offline` to turn off syncing.[32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m wandb: Syncing run train[32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m wandb: ⭐️ View project at https://wandb.ai/fin-jason20/YOLOv8[32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m wandb: 🚀 View run at https://wandb.ai/fin-jason20/YOLOv8/runs/gcv2rg2i[32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m
[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
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[34m[1mval: [0mScanning /home/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
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[36m(_tune pid=91689)[0m wandb: Run data is saved locally in /home/jpfinley/ray_results/_tune_2024-02-19_23-25-24/_tune_1160c_00007_7_box=0.1557,cls=3.3728,copy_paste=0.1437,degrees=35.0815,fliplr=0.2686,flipud=0.4789,hsv_h=0.0468,hsv_s=0.0310,_2024-02-19_23-25-24/wandb/run-20240219_232853-n0awwjq8
[36m(_tune pid=91689)[0m wandb: Run `wandb offline` to turn off syncing.
[36m(_tune pid=91689)[0m wandb: Syncing run train
[36m(_tune pid=91689)[0m wandb: ⭐️ View project at https://wandb.ai/fin-jason20/YOLOv8
[36m(_tune pid=91689)[0m wandb: 🚀 View run at https://wandb.ai/fin-jason20/YOLOv8/runs/n0awwjq8
[36m(_tune pid=91689)[0m
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[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
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[34m[1mval: [0mScanning /home/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
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[36m(_tune pid=91686)[0m wandb: Tracking run with wandb version 0.16.3
[36m(_tune pid=91686)[0m wandb: Run data is saved locally in /home/jpfinley/ray_results/_tune_2024-02-19_23-25-24/_tune_1160c_00005_5_box=0.1882,cls=2.6863,copy_paste=0.1336,degrees=7.9790,fliplr=0.8386,flipud=0.4181,hsv_h=0.0156,hsv_s=0.6181,h_2024-02-19_23-25-24/wandb/run-20240219_232853-7a44i335
[36m(_tune pid=91686)[0m wandb: Run `wandb offline` to turn off syncing.
[36m(_tune pid=91686)[0m wandb: Syncing run train
[36m(_tune pid=91686)[0m wandb: ⭐️ View project at https://wandb.ai/fin-jason20/YOLOv8
[36m(_tune pid=91686)[0m wandb: 🚀 View run at https://wandb.ai/fin-jason20/YOLOv8/runs/7a44i335
[36m(_tune pid=91686)[0m
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[34m[1mtrain: [0mScanning /home/jpfinley/ultralytics/datasets/micro/train/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
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[34m[1mval: [0mScanning /home/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
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[36m(_tune pid=91680)[0m
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Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:08<00:00, 8.81s/it][32m [repeated 3x across cluster][0m
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[36m(_tune pid=91682)[0m
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[36m(_tune pid=91681)[0m
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[36m(_tune pid=91682)[0m
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[36m(_tune pid=91687)[0m
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Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.07s/it][32m [repeated 3x across cluster][0m
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3/30 0G 0.06378 20.91 2.807 260 640: 100%|██████████| 1/1 [00:19<00:00, 19.91s/it]
3/30 0G 0.06378 20.91 2.807 260 640: 100%|██████████| 1/1 [00:19<00:00, 19.91s/it][32m [repeated 4x across cluster][0m
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[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.43s/it]
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[36m(_tune pid=91679)[0m
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[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.98s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.98s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91681)[0m
5/30 0G 0.06653 20.33 2.851 206 640: 0%| | 0/1 [00:19<?, ?it/s]
5/30 0G 0.06653 20.33 2.851 206 640: 100%|██████████| 1/1 [00:19<00:00, 19.39s/it]
5/30 0G 0.06653 20.33 2.851 206 640: 100%|██████████| 1/1 [00:19<00:00, 19.39s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.70s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.70s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91682)[0m
5/30 0G 0.03949 22.6 2.832 453 640: 0%| | 0/1 [00:20<?, ?it/s]
5/30 0G 0.03949 22.6 2.832 453 640: 100%|██████████| 1/1 [00:20<00:00, 20.75s/it]
5/30 0G 0.03949 22.6 2.832 453 640: 100%|██████████| 1/1 [00:20<00:00, 20.75s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.06s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.06s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91681)[0m
0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91682)[0m
0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
5/30 0G 0.07551 3.071 2.586 144 640: 0%| | 0/1 [00:19<?, ?it/s]
5/30 0G 0.07551 3.071 2.586 144 640: 100%|██████████| 1/1 [00:19<00:00, 19.54s/it]
5/30 0G 0.07551 3.071 2.586 144 640: 100%|██████████| 1/1 [00:19<00:00, 19.54s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.74s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.74s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
5/30 0G 0.03841 12.73 2.893 252 640: 0%| | 0/1 [00:19<?, ?it/s]
5/30 0G 0.03841 12.73 2.893 252 640: 100%|██████████| 1/1 [00:19<00:00, 19.33s/it]
5/30 0G 0.03841 12.73 2.893 252 640: 100%|██████████| 1/1 [00:19<00:00, 19.33s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.03s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.03s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91681)[0m
6/30 0G 0.06454 20.01 2.68 175 640: 0%| | 0/1 [00:19<?, ?it/s]
6/30 0G 0.06454 20.01 2.68 175 640: 100%|██████████| 1/1 [00:19<00:00, 19.35s/it]
6/30 0G 0.06454 20.01 2.68 175 640: 100%|██████████| 1/1 [00:19<00:00, 19.35s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.40s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.40s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
5/30 0G 0.06661 20.64 2.79 349 640: 0%| | 0/1 [00:18<?, ?it/s]
5/30 0G 0.06661 20.64 2.79 349 640: 100%|██████████| 1/1 [00:18<00:00, 18.77s/it]
5/30 0G 0.06661 20.64 2.79 349 640: 100%|██████████| 1/1 [00:18<00:00, 18.77s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.80s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.80s/it]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.29s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.29s/it]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
6/30 0G 0.07226 2.878 2.512 136 640: 0%| | 0/1 [00:19<?, ?it/s]
6/30 0G 0.07226 2.878 2.512 136 640: 100%|██████████| 1/1 [00:19<00:00, 19.18s/it]
6/30 0G 0.07226 2.878 2.512 136 640: 100%|██████████| 1/1 [00:19<00:00, 19.18s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.67s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.68s/it]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
6/30 0G 0.03599 11.63 2.772 239 640: 0%| | 0/1 [00:19<?, ?it/s]
6/30 0G 0.03599 11.63 2.772 239 640: 100%|██████████| 1/1 [00:19<00:00, 19.63s/it]
6/30 0G 0.03599 11.63 2.772 239 640: 100%|██████████| 1/1 [00:19<00:00, 19.63s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.71s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.71s/it]
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91686)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 5x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.19s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.20s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
6/30 0G 0.06614 18.86 2.737 359 640: 0%| | 0/1 [00:18<?, ?it/s]
6/30 0G 0.06614 18.86 2.737 359 640: 100%|██████████| 1/1 [00:18<00:00, 18.89s/it]
6/30 0G 0.06614 18.86 2.737 359 640: 100%|██████████| 1/1 [00:18<00:00, 18.89s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.85s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.85s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91687)[0m
7/30 0G 0.06915 3.235 2.278 102 640: 0%| | 0/1 [00:18<?, ?it/s]
7/30 0G 0.06915 3.235 2.278 102 640: 100%|██████████| 1/1 [00:18<00:00, 18.79s/it]
7/30 0G 0.06915 3.235 2.278 102 640: 100%|██████████| 1/1 [00:18<00:00, 18.80s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:08<00:00, 8.17s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:08<00:00, 8.17s/it]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.65s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.65s/it]
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.66s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.66s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.50s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.50s/it]
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 4x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.25s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.25s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
8/30 0G 0.03708 19.37 2.609 425 640: 0%| | 0/1 [00:19<?, ?it/s]
8/30 0G 0.03708 19.37 2.609 425 640: 100%|██████████| 1/1 [00:19<00:00, 19.77s/it]
8/30 0G 0.03708 19.37 2.609 425 640: 100%|██████████| 1/1 [00:19<00:00, 19.77s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.96s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.96s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
8/30 0G 0.08387 22.51 2.6 349 640: 0%| | 0/1 [00:18<?, ?it/s]
8/30 0G 0.08387 22.51 2.6 349 640: 100%|██████████| 1/1 [00:18<00:00, 18.78s/it]
8/30 0G 0.08387 22.51 2.6 349 640: 100%|██████████| 1/1 [00:18<00:00, 18.78s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.20s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.20s/it]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.56s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.56s/it]
[36m(_tune pid=91686)[0m
7/30 0G 0.08073 16.07 2.747 234 640: 0%| | 0/1 [00:20<?, ?it/s]
7/30 0G 0.08073 16.07 2.747 234 640: 100%|██████████| 1/1 [00:20<00:00, 20.28s/it]
7/30 0G 0.08073 16.07 2.747 234 640: 100%|██████████| 1/1 [00:20<00:00, 20.28s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.66s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.66s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.59s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.59s/it]
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 4x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:08<00:00, 8.00s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:08<00:00, 8.00s/it]
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.95s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.95s/it]
[36m(_tune pid=91682)[0m
9/30 0G 0.03632 19.47 2.564 306 640: 0%| | 0/1 [00:19<?, ?it/s]
9/30 0G 0.03632 19.47 2.564 306 640: 100%|██████████| 1/1 [00:19<00:00, 19.59s/it]
9/30 0G 0.03632 19.47 2.564 306 640: 100%|██████████| 1/1 [00:19<00:00, 19.59s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.12s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.12s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
9/30 0G 0.08245 21.88 2.648 243 640: 0%| | 0/1 [00:18<?, ?it/s]
9/30 0G 0.08245 21.88 2.648 243 640: 100%|██████████| 1/1 [00:18<00:00, 18.82s/it]
9/30 0G 0.08245 21.88 2.648 243 640: 100%|██████████| 1/1 [00:18<00:00, 18.82s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.21s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.21s/it]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.72s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.72s/it]
[36m(_tune pid=91681)[0m
10/30 0G 0.05543 14.9 2.422 199 640: 0%| | 0/1 [00:18<?, ?it/s]
10/30 0G 0.05543 14.9 2.422 199 640: 100%|██████████| 1/1 [00:18<00:00, 18.56s/it]
10/30 0G 0.05543 14.9 2.422 199 640: 100%|██████████| 1/1 [00:18<00:00, 18.56s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.69s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.70s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.42s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.42s/it]
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 4x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.01s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.01s/it]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.44s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.44s/it]
[36m(_tune pid=91682)[0m
10/30 0G 0.03537 18.15 2.558 430 640: 0%| | 0/1 [00:19<?, ?it/s]
10/30 0G 0.03537 18.15 2.558 430 640: 100%|██████████| 1/1 [00:19<00:00, 19.35s/it]
10/30 0G 0.03537 18.15 2.558 430 640: 100%|██████████| 1/1 [00:19<00:00, 19.35s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.66s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.66s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
10/30 0G 0.07759 21.3 2.544 304 640: 0%| | 0/1 [00:18<?, ?it/s]
10/30 0G 0.07759 21.3 2.544 304 640: 100%|██████████| 1/1 [00:18<00:00, 18.85s/it]
10/30 0G 0.07759 21.3 2.544 304 640: 100%|██████████| 1/1 [00:18<00:00, 18.85s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.04s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.04s/it]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.67s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.67s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
10/30 0G 0.07142 17.99 2.266 159 640: 0%| | 0/1 [00:19<?, ?it/s]
10/30 0G 0.07142 17.99 2.266 159 640: 100%|██████████| 1/1 [00:19<00:00, 19.42s/it]
10/30 0G 0.07142 17.99 2.266 159 640: 100%|██████████| 1/1 [00:19<00:00, 19.42s/it][32m [repeated 6x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.67s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.67s/it]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:08<00:00, 8.31s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:08<00:00, 8.31s/it]
[36m(_tune pid=91681)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 4x across cluster][0m
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.02s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.02s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
11/30 0G 0.03537 18.92 2.543 436 640: 0%| | 0/1 [00:20<?, ?it/s]
11/30 0G 0.03537 18.92 2.543 436 640: 100%|██████████| 1/1 [00:20<00:00, 20.02s/it]
11/30 0G 0.03537 18.92 2.543 436 640: 100%|██████████| 1/1 [00:20<00:00, 20.02s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.70s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.70s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
11/30 0G 0.07551 20.54 2.512 300 640: 0%| | 0/1 [00:18<?, ?it/s]
11/30 0G 0.07551 20.54 2.512 300 640: 100%|██████████| 1/1 [00:18<00:00, 18.73s/it]
11/30 0G 0.07551 20.54 2.512 300 640: 100%|██████████| 1/1 [00:18<00:00, 18.73s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.04s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.04s/it]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.64s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.64s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
11/30 0G 0.02912 10.88 2.382 221 640: 0%| | 0/1 [00:19<?, ?it/s]
11/30 0G 0.02912 10.88 2.382 221 640: 100%|██████████| 1/1 [00:19<00:00, 19.15s/it]
11/30 0G 0.02912 10.88 2.382 221 640: 100%|██████████| 1/1 [00:19<00:00, 19.15s/it][32m [repeated 6x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.70s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.70s/it]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.52s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.52s/it]
[36m(_tune pid=91686)[0m
10/30 0G 0.0708 14.97 2.432 229 640: 0%| | 0/1 [00:20<?, ?it/s]
10/30 0G 0.0708 14.97 2.432 229 640: 100%|██████████| 1/1 [00:20<00:00, 20.63s/it]
10/30 0G 0.0708 14.97 2.432 229 640: 100%|██████████| 1/1 [00:20<00:00, 20.63s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.96s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.96s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
11/30 0G 0.05835 17.12 2.509 365 640: 0%| | 0/1 [00:18<?, ?it/s]
11/30 0G 0.05835 17.12 2.509 365 640: 100%|██████████| 1/1 [00:18<00:00, 18.83s/it]
11/30 0G 0.05835 17.12 2.509 365 640: 100%|██████████| 1/1 [00:18<00:00, 18.83s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.14s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.14s/it]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.55s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.55s/it]
[36m(_tune pid=91686)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.59s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.59s/it]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.73s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.73s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
12/30 0G 0.02858 10.52 2.359 265 640: 0%| | 0/1 [00:19<?, ?it/s]
12/30 0G 0.02858 10.52 2.359 265 640: 100%|██████████| 1/1 [00:19<00:00, 19.36s/it]
12/30 0G 0.02858 10.52 2.359 265 640: 100%|██████████| 1/1 [00:19<00:00, 19.36s/it][32m [repeated 6x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.96s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.96s/it]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.69s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.69s/it]
[36m(_tune pid=91681)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.95s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.95s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91682)[0m
13/30 0G 0.03323 17 2.424 474 640: 0%| | 0/1 [00:19<?, ?it/s]
13/30 0G 0.03323 17 2.424 474 640: 100%|██████████| 1/1 [00:19<00:00, 19.55s/it]
13/30 0G 0.03323 17 2.424 474 640: 100%|██████████| 1/1 [00:19<00:00, 19.55s/it][32m [repeated 6x across cluster][0m
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.04s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.04s/it]
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.82s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.82s/it]
[36m(_tune pid=91689)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.95s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.95s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
13/30 0G 0.02816 10.32 2.342 235 640: 0%| | 0/1 [00:19<?, ?it/s]
13/30 0G 0.02816 10.32 2.342 235 640: 100%|██████████| 1/1 [00:19<00:00, 19.12s/it]
13/30 0G 0.02816 10.32 2.342 235 640: 100%|██████████| 1/1 [00:19<00:00, 19.12s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.37s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.37s/it]
[36m(_tune pid=91681)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.93s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.93s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91682)[0m
14/30 0G 0.03265 16.93 2.434 399 640: 0%| | 0/1 [00:19<?, ?it/s]
14/30 0G 0.03265 16.93 2.434 399 640: 100%|██████████| 1/1 [00:19<00:00, 19.91s/it]
14/30 0G 0.03265 16.93 2.434 399 640: 100%|██████████| 1/1 [00:19<00:00, 19.91s/it][32m [repeated 6x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.81s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.81s/it]
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.06s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.06s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
14/30 0G 0.02655 10.16 2.248 231 640: 0%| | 0/1 [00:19<?, ?it/s]
14/30 0G 0.02655 10.16 2.248 231 640: 100%|██████████| 1/1 [00:19<00:00, 19.92s/it]
14/30 0G 0.02655 10.16 2.248 231 640: 100%|██████████| 1/1 [00:19<00:00, 19.92s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.79s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.79s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.68s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.68s/it]
[36m(_tune pid=91686)[0m
13/30 0G 0.06398 13.96 2.31 200 640: 0%| | 0/1 [00:20<?, ?it/s]
13/30 0G 0.06398 13.96 2.31 200 640: 100%|██████████| 1/1 [00:20<00:00, 20.60s/it]
13/30 0G 0.06398 13.96 2.31 200 640: 100%|██████████| 1/1 [00:20<00:00, 20.60s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.79s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.79s/it]
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.98s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.98s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91684)[0m
15/30 0G 0.02616 10.58 2.229 231 640: 0%| | 0/1 [00:19<?, ?it/s]
15/30 0G 0.02616 10.58 2.229 231 640: 100%|██████████| 1/1 [00:19<00:00, 19.48s/it]
15/30 0G 0.02616 10.58 2.229 231 640: 100%|██████████| 1/1 [00:19<00:00, 19.48s/it][32m [repeated 6x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.56s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.56s/it]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.10s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.10s/it]
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.90s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.90s/it]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.60s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.60s/it]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91686)[0m
14/30 0G 0.06336 13.09 2.281 223 640: 0%| | 0/1 [00:20<?, ?it/s]
14/30 0G 0.06336 13.09 2.281 223 640: 100%|██████████| 1/1 [00:20<00:00, 20.64s/it]
14/30 0G 0.06336 13.09 2.281 223 640: 100%|██████████| 1/1 [00:20<00:00, 20.64s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.67s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.67s/it]
[36m(_tune pid=91681)[0m
17/30 0G 0.04466 12.22 2.15 205 640: 0%| | 0/1 [00:18<?, ?it/s]
17/30 0G 0.04466 12.22 2.15 205 640: 100%|██████████| 1/1 [00:18<00:00, 18.42s/it]
17/30 0G 0.04466 12.22 2.15 205 640: 100%|██████████| 1/1 [00:18<00:00, 18.42s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.83s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.83s/it]
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.56s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.57s/it]
[36m(_tune pid=91684)[0m
16/30 0G 0.02619 10.03 2.261 254 640: 0%| | 0/1 [00:19<?, ?it/s]
16/30 0G 0.02619 10.03 2.261 254 640: 100%|██████████| 1/1 [00:19<00:00, 19.41s/it]
16/30 0G 0.02619 10.03 2.261 254 640: 100%|██████████| 1/1 [00:19<00:00, 19.41s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.52s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.52s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.90s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.90s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
17/30 0G 0.06843 21.11 2.312 225 640: 0%| | 0/1 [00:18<?, ?it/s]
17/30 0G 0.06843 21.11 2.312 225 640: 100%|██████████| 1/1 [00:18<00:00, 18.91s/it]
17/30 0G 0.06843 21.11 2.312 225 640: 100%|██████████| 1/1 [00:18<00:00, 18.91s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.72s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.72s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
17/30 0G 0.05246 2.192 1.837 114 640: 0%| | 0/1 [00:18<?, ?it/s]
17/30 0G 0.05246 2.192 1.837 114 640: 100%|██████████| 1/1 [00:18<00:00, 18.84s/it]
17/30 0G 0.05246 2.192 1.837 114 640: 100%|██████████| 1/1 [00:18<00:00, 18.84s/it][32m [repeated 6x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.97s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.97s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.97s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.97s/it]
[36m(_tune pid=91684)[0m
17/30 0G 0.02569 9.768 2.26 295 640: 0%| | 0/1 [00:19<?, ?it/s]
17/30 0G 0.02569 9.768 2.26 295 640: 100%|██████████| 1/1 [00:19<00:00, 19.18s/it]
17/30 0G 0.02569 9.768 2.26 295 640: 100%|██████████| 1/1 [00:19<00:00, 19.18s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.76s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.76s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.93s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.93s/it]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.88s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.88s/it]
[36m(_tune pid=91679)[0m
18/30 0G 0.06992 20.06 2.319 266 640: 0%| | 0/1 [00:18<?, ?it/s]
18/30 0G 0.06992 20.06 2.319 266 640: 100%|██████████| 1/1 [00:18<00:00, 18.81s/it]
18/30 0G 0.06992 20.06 2.319 266 640: 100%|██████████| 1/1 [00:18<00:00, 18.81s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.58s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.58s/it]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.80s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.80s/it]
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91681)[0m
19/30 0G 0.0437 11.59 2.105 200 640: 0%| | 0/1 [00:19<?, ?it/s]
19/30 0G 0.0437 11.59 2.105 200 640: 100%|██████████| 1/1 [00:19<00:00, 19.01s/it]
19/30 0G 0.0437 11.59 2.105 200 640: 100%|██████████| 1/1 [00:19<00:00, 19.01s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.02s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.02s/it]
[36m(_tune pid=91682)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.52s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.52s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 5x across cluster][0m
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.12s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.12s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 4x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.60s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.60s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91686)[0m
17/30 0G 0.0594 12.39 2.308 231 640: 0%| | 0/1 [00:20<?, ?it/s]
17/30 0G 0.0594 12.39 2.308 231 640: 100%|██████████| 1/1 [00:20<00:00, 20.65s/it]
17/30 0G 0.0594 12.39 2.308 231 640: 100%|██████████| 1/1 [00:20<00:00, 20.65s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.72s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.72s/it]
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.08s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.08s/it]
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91681)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.81s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.81s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
19/30 0G 0.04953 16.31 2.303 369 640: 0%| | 0/1 [00:18<?, ?it/s]
19/30 0G 0.04953 16.31 2.303 369 640: 100%|██████████| 1/1 [00:18<00:00, 18.77s/it]
19/30 0G 0.04953 16.31 2.303 369 640: 100%|██████████| 1/1 [00:18<00:00, 18.77s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.75s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.75s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.70s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.70s/it]
[36m(_tune pid=91686)[0m
18/30 0G 0.05793 12.23 2.276 250 640: 0%| | 0/1 [00:20<?, ?it/s]
18/30 0G 0.05793 12.23 2.276 250 640: 100%|██████████| 1/1 [00:20<00:00, 20.75s/it]
18/30 0G 0.05793 12.23 2.276 250 640: 100%|██████████| 1/1 [00:20<00:00, 20.75s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.61s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.61s/it]
[36m(_tune pid=91684)[0m
20/30 0G 0.02527 9.647 2.217 223 640: 0%| | 0/1 [00:19<?, ?it/s][32m [repeated 4x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
20/30 0G 0.02527 9.647 2.217 223 640: 100%|██████████| 1/1 [00:19<00:00, 19.21s/it]
20/30 0G 0.02527 9.647 2.217 223 640: 100%|██████████| 1/1 [00:19<00:00, 19.21s/it]
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.80s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.80s/it]
[36m(_tune pid=91686)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.78s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.78s/it]
[36m(_tune pid=91689)[0m
20/30 0G 0.05115 15.72 2.34 475 640: 0%| | 0/1 [00:18<?, ?it/s]
20/30 0G 0.05115 15.72 2.34 475 640: 100%|██████████| 1/1 [00:18<00:00, 18.72s/it]
20/30 0G 0.05115 15.72 2.34 475 640: 100%|██████████| 1/1 [00:18<00:00, 18.72s/it][32m [repeated 4x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91684)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.00s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.00s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91681)[0m
22/30 0G 0.04137 12 1.962 129 640: 0%| | 0/1 [00:18<?, ?it/s]
22/30 0G 0.04137 12 1.962 129 640: 100%|██████████| 1/1 [00:18<00:00, 18.30s/it]
22/30 0G 0.04137 12 1.962 129 640: 100%|██████████| 1/1 [00:18<00:00, 18.30s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.65s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.65s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91679)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 2x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91681)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.64s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.64s/it][32m [repeated 2x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91684)[0m
21/30 0G 0.02514 11.46 2.25 114 640: 0%| | 0/1 [00:19<?, ?it/s]
21/30 0G 0.02514 11.46 2.25 114 640: 100%|██████████| 1/1 [00:19<00:00, 19.04s/it]
21/30 0G 0.02514 11.46 2.25 114 640: 100%|██████████| 1/1 [00:19<00:00, 19.04s/it][32m [repeated 5x across cluster][0m
[36m(_tune pid=91682)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.72s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.72s/it]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91687)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.29s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:07<00:00, 7.29s/it]
[36m(_tune pid=91687)[0m
0%| | 0/1 [00:00<?, ?it/s][32m [repeated 3x across cluster][0m
[36m(_tune pid=91689)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91680)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.93s/it]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:06<00:00, 6.93s/it][32m [repeated 3x across cluster][0m
[36m(_tune pid=91679)[0m
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s]
[36m(_tune pid=91681)[0m
23/30 0G 0.04169 12.59 1.98 123 640: 0%| | 0/1 [00:18<?, ?it/s]
23/30 0G 0.04169 12.59 1.98 123 640: 100%|██████████| 1/1 [00:18<00:00, 18.48s/it]
23/30 0G 0.04169 12.59 1.98 123 640: 100%|██████████| 1/1 [00:18<00:00, 18.48s/it][32m [repeated 6x across cluster][0m
[36m(_tune pid=91689)[0m