2022-12-16 12:33:37,083 - mmdet - INFO - Epoch(val) [1][63]	bbox_mAP: 0.6380, bbox_mAP_50: 0.8150, bbox_mAP_75: 0.7100, bbox_mAP_s: 0.4600, bbox_mAP_m: 0.6150, bbox_mAP_l: 0.7640, bbox_mAP_copypaste: 0.638 0.815 0.710 0.460 0.615 0.764, IoU: 0.7701466679573059
2022-12-16 13:21:43,065 - mmdet - INFO - Epoch(val) [2][63]	bbox_mAP: 0.6930, bbox_mAP_50: 0.8870, bbox_mAP_75: 0.7780, bbox_mAP_s: 0.4880, bbox_mAP_m: 0.6870, bbox_mAP_l: 0.8200, bbox_mAP_copypaste: 0.693 0.887 0.778 0.488 0.687 0.820, IoU: 0.8168900012969971
2022-12-16 14:09:46,331 - mmdet - INFO - Epoch(val) [3][63]	bbox_mAP: 0.7380, bbox_mAP_50: 0.9210, bbox_mAP_75: 0.8260, bbox_mAP_s: 0.5280, bbox_mAP_m: 0.7370, bbox_mAP_l: 0.8540, bbox_mAP_copypaste: 0.738 0.921 0.826 0.528 0.737 0.854, IoU: 0.8492026329040527
2022-12-16 14:56:53,863 - mmdet - INFO - Epoch(val) [4][63]	bbox_mAP: 0.7680, bbox_mAP_50: 0.9550, bbox_mAP_75: 0.8540, bbox_mAP_s: 0.5490, bbox_mAP_m: 0.7530, bbox_mAP_l: 0.9000, bbox_mAP_copypaste: 0.768 0.955 0.854 0.549 0.753 0.900, IoU: 0.8717747926712036
2022-12-16 15:45:00,128 - mmdet - INFO - Epoch(val) [5][63]	bbox_mAP: 0.7960, bbox_mAP_50: 0.9670, bbox_mAP_75: 0.8830, bbox_mAP_s: 0.5750, bbox_mAP_m: 0.7860, bbox_mAP_l: 0.9080, bbox_mAP_copypaste: 0.796 0.967 0.883 0.575 0.786 0.908, IoU: 0.8828287124633789
2022-12-16 16:33:00,819 - mmdet - INFO - Epoch(val) [6][63]	bbox_mAP: 0.8080, bbox_mAP_50: 0.9660, bbox_mAP_75: 0.8790, bbox_mAP_s: 0.5970, bbox_mAP_m: 0.8000, bbox_mAP_l: 0.9170, bbox_mAP_copypaste: 0.808 0.966 0.879 0.597 0.800 0.917, IoU: 0.8907719850540161
2022-12-16 17:20:03,177 - mmdet - INFO - Epoch(val) [7][63]	bbox_mAP: 0.8170, bbox_mAP_50: 0.9670, bbox_mAP_75: 0.8920, bbox_mAP_s: 0.6070, bbox_mAP_m: 0.8060, bbox_mAP_l: 0.9280, bbox_mAP_copypaste: 0.817 0.967 0.892 0.607 0.806 0.928, IoU: 0.894994854927063
2022-12-16 18:07:45,396 - mmdet - INFO - Epoch(val) [8][63]	bbox_mAP: 0.8260, bbox_mAP_50: 0.9770, bbox_mAP_75: 0.9160, bbox_mAP_s: 0.6200, bbox_mAP_m: 0.8120, bbox_mAP_l: 0.9330, bbox_mAP_copypaste: 0.826 0.977 0.916 0.620 0.812 0.933, IoU: 0.8990709185600281
2022-12-16 18:59:02,639 - mmdet - INFO - Epoch(val) [9][63]	bbox_mAP: 0.8290, bbox_mAP_50: 0.9770, bbox_mAP_75: 0.9170, bbox_mAP_s: 0.6300, bbox_mAP_m: 0.8180, bbox_mAP_l: 0.9330, bbox_mAP_copypaste: 0.829 0.977 0.917 0.630 0.818 0.933, IoU: 0.9005072116851807
2022-12-16 19:46:48,634 - mmdet - INFO - Epoch(val) [10][63]	bbox_mAP: 0.8300, bbox_mAP_50: 0.9770, bbox_mAP_75: 0.9170, bbox_mAP_s: 0.6280, bbox_mAP_m: 0.8190, bbox_mAP_l: 0.9350, bbox_mAP_copypaste: 0.830 0.977 0.917 0.628 0.819 0.935, IoU: 0.9027138948440552
2022-12-16 20:34:26,413 - mmdet - INFO - Epoch(val) [11][63]	bbox_mAP: 0.8370, bbox_mAP_50: 0.9780, bbox_mAP_75: 0.9170, bbox_mAP_s: 0.6350, bbox_mAP_m: 0.8200, bbox_mAP_l: 0.9400, bbox_mAP_copypaste: 0.837 0.978 0.917 0.635 0.820 0.940, IoU: 0.9062453508377075
2022-12-16 21:21:54,690 - mmdet - INFO - Epoch(val) [12][63]	bbox_mAP: 0.8410, bbox_mAP_50: 0.9780, bbox_mAP_75: 0.9200, bbox_mAP_s: 0.6390, bbox_mAP_m: 0.8300, bbox_mAP_l: 0.9440, bbox_mAP_copypaste: 0.841 0.978 0.920 0.639 0.830 0.944, IoU: 0.9089676737785339
2022-12-16 22:08:51,086 - mmdet - INFO - Epoch(val) [13][63]	bbox_mAP: 0.8480, bbox_mAP_50: 0.9880, bbox_mAP_75: 0.9290, bbox_mAP_s: 0.6520, bbox_mAP_m: 0.8370, bbox_mAP_l: 0.9460, bbox_mAP_copypaste: 0.848 0.988 0.929 0.652 0.837 0.946, IoU: 0.912625789642334
2022-12-16 22:57:18,102 - mmdet - INFO - Epoch(val) [14][63]	bbox_mAP: 0.8520, bbox_mAP_50: 0.9890, bbox_mAP_75: 0.9280, bbox_mAP_s: 0.6610, bbox_mAP_m: 0.8410, bbox_mAP_l: 0.9480, bbox_mAP_copypaste: 0.852 0.989 0.928 0.661 0.841 0.948, IoU: 0.9152846336364746
2022-12-16 23:45:18,063 - mmdet - INFO - Epoch(val) [15][63]	bbox_mAP: 0.8540, bbox_mAP_50: 0.9890, bbox_mAP_75: 0.9280, bbox_mAP_s: 0.6670, bbox_mAP_m: 0.8430, bbox_mAP_l: 0.9540, bbox_mAP_copypaste: 0.854 0.989 0.928 0.667 0.843 0.954, IoU: 0.9172884225845337
2022-12-17 00:33:51,329 - mmdet - INFO - Epoch(val) [16][63]	bbox_mAP: 0.8620, bbox_mAP_50: 0.9890, bbox_mAP_75: 0.9390, bbox_mAP_s: 0.6740, bbox_mAP_m: 0.8510, bbox_mAP_l: 0.9570, bbox_mAP_copypaste: 0.862 0.989 0.939 0.674 0.851 0.957, IoU: 0.9190290570259094
2022-12-17 01:22:07,194 - mmdet - INFO - Epoch(val) [17][63]	bbox_mAP: 0.8660, bbox_mAP_50: 0.9890, bbox_mAP_75: 0.9390, bbox_mAP_s: 0.6850, bbox_mAP_m: 0.8570, bbox_mAP_l: 0.9570, bbox_mAP_copypaste: 0.866 0.989 0.939 0.685 0.857 0.957, IoU: 0.9218347668647766