train: Scanning ‘F:\CigarData\WrlData(Small)\labels\trains.cache’ images and labels… 8791 found, 0 missing, 1 empty, 0 corrupted: 100%|██████████| 8791/8791 [00:00<?, ?it/s]
val: Scanning ‘F:\CigarData\WrlData(Small)\labels\valids.cache’ images and labels… 977 found, 0 missing, 0 empty, 0 corrupted: 100%|██████████| 977/977 [00:00<?, ?it/s]
autoanchor: Analyzing anchors… anchors/target = 4.28, Best Possible Recall (BPR) = 1.0000
Image sizes 640 train, 640 test
Using 0 dataloader workers
Logging results to runs\train\exp11
Starting training for 10 epochs…
Epoch gpu_mem box obj cls total labels img_size
0/9 9.92G 0.08452 0.01766 0.03879 0.141 36 640: 0%| | 0/550 [00:09<?, ?it/s]
Class Images Labels P R mAP@.5 mAP@.5:.95: 0%| | 0/31 [00:00<?, ?it/s]
Class Images Labels P R mAP@.5 mAP@.5:.95: 3%|▎ | 1/31 [00:04<02:20, 4.69s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 6%|▋ | 2/31 [00:05<01:18, 2.70s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 10%|▉ | 3/31 [00:07<00:58, 2.07s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 13%|█▎ | 4/31 [00:08<00:47, 1.77s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 16%|█▌ | 5/31 [00:09<00:41, 1.61s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 19%|█▉ | 6/31 [00:15<01:14, 2.97s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 23%|██▎ | 7/31 [00:21<01:31, 3.82s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 26%|██▌ | 8/31 [00:22<01:10, 3.07s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 29%|██▉ | 9/31 [00:24<00:56, 2.57s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 32%|███▏ | 10/31 [00:25<00:46, 2.23s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 35%|███▌ | 11/31 [00:26<00:39, 1.98s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 39%|███▊ | 12/31 [00:28<00:34, 1.83s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 42%|████▏ | 13/31 [00:29<00:30, 1.72s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 45%|████▌ | 14/31 [00:31<00:27, 1.64s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 48%|████▊ | 15/31 [00:32<00:25, 1.61s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 52%|█████▏ | 16/31 [00:34<00:23, 1.54s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 55%|█████▍ | 17/31 [00:35<00:21, 1.53s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 58%|█████▊ | 18/31 [00:37<00:19, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 61%|██████▏ | 19/31 [00:38<00:18, 1.54s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 65%|██████▍ | 20/31 [00:40<00:16, 1.51s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 68%|██████▊ | 21/31 [00:41<00:15, 1.53s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 71%|███████ | 22/31 [00:43<00:13, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 74%|███████▍ | 23/31 [00:44<00:12, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 77%|███████▋ | 24/31 [00:46<00:10, 1.50s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 81%|████████ | 25/31 [00:47<00:09, 1.53s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 84%|████████▍ | 26/31 [00:49<00:07, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:50<00:06, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:52<00:04, 1.50s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 94%|█████████▎| 29/31 [00:53<00:02, 1.50s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 97%|█████████▋| 30/31 [00:55<00:01, 1.48s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 100%|██████████| 31/31 [00:59<00:00, 1.91s/it]
0/9 9.92G 0.08452 0.01766 0.03879 0.141 36 640: 0%| | 1/550 [01:09<10:34:02, 69.29s/it] all 977 1842 0.000361 0.0185 1.6e-05 3.07e-06
0/9 11.4G 0.08477 0.01895 0.03943 0.1431 78 640: 0%| | 1/550 [01:12<10:34:02, 69.29s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 0%| | 0/31 [00:00<?, ?it/s]
Class Images Labels P R mAP@.5 mAP@.5:.95: 3%|▎ | 1/31 [00:01<00:39, 1.32s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 6%|▋ | 2/31 [00:02<00:37, 1.28s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 10%|▉ | 3/31 [00:03<00:36, 1.29s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 13%|█▎ | 4/31 [00:05<00:37, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 16%|█▌ | 5/31 [00:06<00:35, 1.35s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 19%|█▉ | 6/31 [00:08<00:33, 1.35s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 23%|██▎ | 7/31 [00:09<00:32, 1.36s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 26%|██▌ | 8/31 [00:10<00:31, 1.38s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 29%|██▉ | 9/31 [00:12<00:30, 1.37s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 32%|███▏ | 10/31 [00:13<00:28, 1.36s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 35%|███▌ | 11/31 [00:14<00:27, 1.35s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 39%|███▊ | 12/31 [00:16<00:25, 1.36s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 42%|████▏ | 13/31 [00:17<00:24, 1.36s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 45%|████▌ | 14/31 [00:19<00:23, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 48%|████▊ | 15/31 [00:20<00:22, 1.40s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 52%|█████▏ | 16/31 [00:21<00:20, 1.37s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 55%|█████▍ | 17/31 [00:23<00:19, 1.37s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 58%|█████▊ | 18/31 [00:24<00:17, 1.37s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 61%|██████▏ | 19/31 [00:26<00:16, 1.40s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 65%|██████▍ | 20/31 [00:27<00:15, 1.42s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 68%|██████▊ | 21/31 [00:29<00:14, 1.45s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 71%|███████ | 22/31 [00:30<00:13, 1.47s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 74%|███████▍ | 23/31 [00:31<00:11, 1.45s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 77%|███████▋ | 24/31 [00:33<00:10, 1.46s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 81%|████████ | 25/31 [00:34<00:08, 1.46s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 84%|████████▍ | 26/31 [00:36<00:07, 1.49s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:37<00:05, 1.49s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:39<00:04, 1.46s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 94%|█████████▎| 29/31 [00:40<00:02, 1.47s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 97%|█████████▋| 30/31 [00:42<00:01, 1.46s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 100%|██████████| 31/31 [00:43<00:00, 1.39s/it]
0/9 11.4G 0.08477 0.01895 0.03943 0.1431 78 640: 0%| | 2/550 [01:55<8:28:05, 55.63s/it] all 977 1842 0.000389 0.0208 1.65e-05 3.45e-06
0/9 11.4G 0.08291 0.01998 0.03959 0.1425 96 640: 0%| | 2/550 [01:57<8:28:05, 55.63s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 0%| | 0/31 [00:00<?, ?it/s]
Class Images Labels P R mAP@.5 mAP@.5:.95: 3%|▎ | 1/31 [00:01<00:37, 1.26s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 6%|▋ | 2/31 [00:02<00:37, 1.28s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 10%|▉ | 3/31 [00:03<00:34, 1.25s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 13%|█▎ | 4/31 [00:05<00:33, 1.24s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 16%|█▌ | 5/31 [00:06<00:32, 1.24s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 19%|█▉ | 6/31 [00:08<00:37, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 23%|██▎ | 7/31 [00:09<00:35, 1.48s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 26%|██▌ | 8/31 [00:11<00:33, 1.46s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 29%|██▉ | 9/31 [00:12<00:31, 1.44s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 32%|███▏ | 10/31 [00:13<00:30, 1.45s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 35%|███▌ | 11/31 [00:15<00:28, 1.41s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 39%|███▊ | 12/31 [00:16<00:26, 1.41s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 42%|████▏ | 13/31 [00:18<00:25, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 45%|████▌ | 14/31 [00:19<00:24, 1.41s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 48%|████▊ | 15/31 [00:21<00:23, 1.46s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 52%|█████▏ | 16/31 [00:22<00:21, 1.42s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 55%|█████▍ | 17/31 [00:23<00:19, 1.42s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 58%|█████▊ | 18/31 [00:25<00:18, 1.43s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 61%|██████▏ | 19/31 [00:26<00:17, 1.44s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 65%|██████▍ | 20/31 [00:28<00:15, 1.43s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 68%|██████▊ | 21/31 [00:29<00:14, 1.45s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 71%|███████ | 22/31 [00:31<00:13, 1.45s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 74%|███████▍ | 23/31 [00:32<00:11, 1.46s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 77%|███████▋ | 24/31 [00:34<00:10, 1.48s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 81%|████████ | 25/31 [00:35<00:08, 1.45s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 84%|████████▍ | 26/31 [00:36<00:07, 1.47s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:38<00:05, 1.43s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:39<00:04, 1.41s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 94%|█████████▎| 29/31 [00:41<00:02, 1.38s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 97%|█████████▋| 30/31 [00:42<00:01, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 100%|██████████| 31/31 [00:43<00:00, 1.40s/it]
0/9 11.4G 0.08291 0.01998 0.03959 0.1425 96 640: 1%| | 3/550 [02:41<7:45:44, 51.09s/it] all 977 1842 0.000345 0.0131 1.66e-05 3.33e-06
0/9 11.4G 0.08204 0.02032 0.03976 0.1421 88 640: 1%| | 3/550 [02:43<7:45:44, 51.09s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 0%| | 0/31 [00:00<?, ?it/s]
Class Images Labels P R mAP@.5 mAP@.5:.95: 3%|▎ | 1/31 [00:01<00:37, 1.25s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 6%|▋ | 2/31 [00:02<00:35, 1.22s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 10%|▉ | 3/31 [00:03<00:34, 1.21s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 13%|█▎ | 4/31 [00:04<00:33, 1.23s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 16%|█▌ | 5/31 [00:06<00:31, 1.23s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 19%|█▉ | 6/31 [00:07<00:31, 1.26s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 23%|██▎ | 7/31 [00:08<00:31, 1.30s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 26%|██▌ | 8/31 [00:10<00:30, 1.34s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 29%|██▉ | 9/31 [00:11<00:29, 1.35s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 32%|███▏ | 10/31 [00:12<00:28, 1.35s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 35%|███▌ | 11/31 [00:14<00:26, 1.34s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 39%|███▊ | 12/31 [00:15<00:25, 1.36s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 42%|████▏ | 13/31 [00:17<00:24, 1.36s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 45%|████▌ | 14/31 [00:18<00:23, 1.38s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 48%|████▊ | 15/31 [00:19<00:22, 1.40s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 52%|█████▏ | 16/31 [00:21<00:20, 1.37s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 55%|█████▍ | 17/31 [00:22<00:19, 1.38s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 58%|█████▊ | 18/31 [00:23<00:17, 1.38s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 61%|██████▏ | 19/31 [00:25<00:16, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 65%|██████▍ | 20/31 [00:26<00:15, 1.38s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 68%|██████▊ | 21/31 [00:28<00:13, 1.38s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 71%|███████ | 22/31 [00:29<00:12, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 74%|███████▍ | 23/31 [00:30<00:11, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 77%|███████▋ | 24/31 [00:32<00:09, 1.40s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 81%|████████ | 25/31 [00:33<00:08, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 84%|████████▍ | 26/31 [00:35<00:06, 1.39s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:36<00:05, 1.38s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:37<00:04, 1.37s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 94%|█████████▎| 29/31 [00:39<00:02, 1.36s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 97%|█████████▋| 30/31 [00:40<00:01, 1.36s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 100%|██████████| 31/31 [00:41<00:00, 1.34s/it]
0/9 11.4G 0.08204 0.02032 0.03976 0.1421 88 640: 1%| | 4/550 [03:24<7:19:02, 48.25s/it] all 977 1842 0.000354 0.0134 1.8e-05 3.49e-06
0/9 11.4G 0.08226 0.02039 0.03966 0.1423 92 640: 1%| | 4/550 [03:27<7:19:02, 48.25s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 0%| | 0/31 [00:00<?, ?it/s]
Class Images Labels P R mAP@.5 mAP@.5:.95: 3%|▎ | 1/31 [00:01<00:43, 1.45s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 6%|▋ | 2/31 [00:02<00:41, 1.42s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 10%|▉ | 3/31 [00:04<00:39, 1.40s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 13%|█▎ | 4/31 [00:05<00:36, 1.37s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 16%|█▌ | 5/31 [00:06<00:35, 1.37s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 19%|█▉ | 6/31 [00:08<00:35, 1.42s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 23%|██▎ | 7/31 [00:10<00:36, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 26%|██▌ | 8/31 [00:11<00:35, 1.56s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 29%|██▉ | 9/31 [00:13<00:33, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 32%|███▏ | 10/31 [00:14<00:31, 1.48s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 35%|███▌ | 11/31 [00:16<00:28, 1.45s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 39%|███▊ | 12/31 [00:17<00:28, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 42%|████▏ | 13/31 [00:19<00:27, 1.51s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 45%|████▌ | 14/31 [00:20<00:27, 1.59s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 48%|████▊ | 15/31 [00:22<00:25, 1.61s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 52%|█████▏ | 16/31 [00:24<00:23, 1.59s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 55%|█████▍ | 17/31 [00:25<00:22, 1.63s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 58%|█████▊ | 18/31 [00:27<00:20, 1.59s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 61%|██████▏ | 19/31 [00:28<00:18, 1.57s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 65%|██████▍ | 20/31 [00:30<00:16, 1.52s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 68%|██████▊ | 21/31 [00:31<00:15, 1.50s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 71%|███████ | 22/31 [00:33<00:13, 1.48s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 74%|███████▍ | 23/31 [00:34<00:11, 1.49s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 77%|███████▋ | 24/31 [00:36<00:10, 1.55s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 81%|████████ | 25/31 [00:37<00:09, 1.50s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:30<00:04, 1.12s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:31<00:03, 1.14s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:30<00:03, 1.09s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:29<00:04, 1.10s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:30<00:03, 1.09s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:30<00:03, 1.08s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 100%|██████████| 31/31 [00:33<00:00, 1.07s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 16%|█▌ | 5/31 [00:05<00:28, 1.09s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 32%|███▏ | 10/31 [00:10<00:22, 1.08s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 81%|████████ | 25/31 [00:26<00:06, 1.07s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 84%|████████▍ | 26/31 [00:27<00:05, 1.07s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:29<00:04, 1.07s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:30<00:03, 1.06s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:30<00:03, 1.07s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:28<00:04, 1.07s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:29<00:03, 1.07s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 100%|██████████| 31/31 [00:32<00:00, 1.06s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 23%|██▎ | 7/31 [00:07<00:25, 1.08s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 52%|█████▏ | 16/31 [00:17<00:15, 1.06s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 84%|████████▍ | 26/31 [00:27<00:05, 1.08s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:28<00:04, 1.07s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:28<00:04, 1.07s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 87%|████████▋ | 27/31 [00:29<00:04, 1.08s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 90%|█████████ | 28/31 [00:30<00:03, 1.07s/it]
Class Images Labels P R mAP@.5 mAP@.5:.95: 94%|█████████▎| 29/31 [00:31<00:02, 1.06s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 42%|████▏ | 13/31 [00:14<00:19, 1.09s/it]
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Class Images Labels P R mAP@.5 mAP@.5:.95: 84%|████████▍ | 26/31 [00:28<00:05, 1.09s/it]
Class Images
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