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mask_rcnn_1x_nextvit_base.log
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2022-07-30 23:06:19,762 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-07-30 23:06:44,119 - mmdet - INFO - Epoch [1][50/7330] lr: 9.800e-06, eta: 11:53:22, time: 0.487, data_time: 0.103, memory: 9086, loss_rpn_cls: 0.6798, loss_rpn_bbox: 0.1269, loss_cls: 2.7579, acc: 52.2407, loss_bbox: 0.0374, loss_mask: 1.2725, loss: 4.8745
2022-07-30 23:07:01,578 - mmdet - INFO - Epoch [1][100/7330] lr: 1.980e-05, eta: 10:12:07, time: 0.349, data_time: 0.024, memory: 9410, loss_rpn_cls: 0.3977, loss_rpn_bbox: 0.1129, loss_cls: 0.4459, acc: 95.4622, loss_bbox: 0.1390, loss_mask: 0.7975, loss: 1.8930
2022-07-30 23:07:18,686 - mmdet - INFO - Epoch [1][150/7330] lr: 2.980e-05, eta: 9:34:46, time: 0.342, data_time: 0.027, memory: 9410, loss_rpn_cls: 0.2402, loss_rpn_bbox: 0.0985, loss_cls: 0.3714, acc: 94.5415, loss_bbox: 0.1828, loss_mask: 0.7028, loss: 1.5956
2022-07-30 23:07:35,598 - mmdet - INFO - Epoch [1][200/7330] lr: 3.980e-05, eta: 9:14:31, time: 0.338, data_time: 0.029, memory: 9434, loss_rpn_cls: 0.1905, loss_rpn_bbox: 0.0949, loss_cls: 0.3971, acc: 93.9036, loss_bbox: 0.2074, loss_mask: 0.6857, loss: 1.5756
2022-07-30 23:07:52,898 - mmdet - INFO - Epoch [1][250/7330] lr: 4.980e-05, eta: 9:04:30, time: 0.346, data_time: 0.028, memory: 9560, loss_rpn_cls: 0.1561, loss_rpn_bbox: 0.1031, loss_cls: 0.4671, acc: 92.4307, loss_bbox: 0.2662, loss_mask: 0.6571, loss: 1.6496
2022-07-30 23:08:09,153 - mmdet - INFO - Epoch [1][300/7330] lr: 5.980e-05, eta: 8:52:39, time: 0.325, data_time: 0.024, memory: 9560, loss_rpn_cls: 0.1164, loss_rpn_bbox: 0.0916, loss_cls: 0.4625, acc: 92.2512, loss_bbox: 0.2829, loss_mask: 0.6175, loss: 1.5709
2022-07-30 23:08:26,319 - mmdet - INFO - Epoch [1][350/7330] lr: 6.980e-05, eta: 8:47:54, time: 0.343, data_time: 0.023, memory: 9593, loss_rpn_cls: 0.1142, loss_rpn_bbox: 0.0923, loss_cls: 0.5065, acc: 91.0244, loss_bbox: 0.3311, loss_mask: 0.5960, loss: 1.6401
2022-07-30 23:08:43,387 - mmdet - INFO - Epoch [1][400/7330] lr: 7.980e-05, eta: 8:43:56, time: 0.341, data_time: 0.031, memory: 9609, loss_rpn_cls: 0.1005, loss_rpn_bbox: 0.0970, loss_cls: 0.5274, acc: 90.0957, loss_bbox: 0.3631, loss_mask: 0.5713, loss: 1.6593
2022-07-30 23:08:59,945 - mmdet - INFO - Epoch [1][450/7330] lr: 8.980e-05, eta: 8:39:05, time: 0.331, data_time: 0.023, memory: 9609, loss_rpn_cls: 0.0925, loss_rpn_bbox: 0.0879, loss_cls: 0.4920, acc: 90.2822, loss_bbox: 0.3523, loss_mask: 0.5303, loss: 1.5550
2022-07-30 23:09:16,851 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 8:36:13, time: 0.338, data_time: 0.027, memory: 9692, loss_rpn_cls: 0.0898, loss_rpn_bbox: 0.0868, loss_cls: 0.4868, acc: 89.7654, loss_bbox: 0.3608, loss_mask: 0.5003, loss: 1.5245
2022-07-30 23:09:34,098 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 8:34:42, time: 0.345, data_time: 0.025, memory: 9692, loss_rpn_cls: 0.0893, loss_rpn_bbox: 0.0928, loss_cls: 0.4914, acc: 89.2144, loss_bbox: 0.3762, loss_mask: 0.4847, loss: 1.5343
2022-07-30 23:09:50,617 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 8:31:38, time: 0.330, data_time: 0.021, memory: 9692, loss_rpn_cls: 0.0796, loss_rpn_bbox: 0.0818, loss_cls: 0.4348, acc: 90.0298, loss_bbox: 0.3523, loss_mask: 0.4546, loss: 1.4031
2022-07-30 23:10:07,490 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 8:29:46, time: 0.337, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0814, loss_rpn_bbox: 0.0840, loss_cls: 0.4462, acc: 89.4099, loss_bbox: 0.3701, loss_mask: 0.4495, loss: 1.4311
2022-07-30 23:10:24,397 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 8:28:13, time: 0.338, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0809, loss_cls: 0.4219, acc: 89.4797, loss_bbox: 0.3714, loss_mask: 0.4273, loss: 1.3729
2022-07-30 23:10:41,139 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 8:26:30, time: 0.335, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0790, loss_rpn_bbox: 0.0865, loss_cls: 0.3953, acc: 89.8274, loss_bbox: 0.3527, loss_mask: 0.4236, loss: 1.3372
2022-07-30 23:10:58,080 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 8:25:20, time: 0.339, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0674, loss_rpn_bbox: 0.0787, loss_cls: 0.3864, acc: 89.6902, loss_bbox: 0.3599, loss_mask: 0.4124, loss: 1.3048
2022-07-30 23:11:15,035 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 8:24:18, time: 0.339, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0796, loss_cls: 0.3857, acc: 89.6538, loss_bbox: 0.3608, loss_mask: 0.4077, loss: 1.2971
2022-07-30 23:11:31,818 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 8:23:04, time: 0.336, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.0754, loss_cls: 0.3712, acc: 89.6650, loss_bbox: 0.3619, loss_mask: 0.4024, loss: 1.2785
2022-07-30 23:11:49,176 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 8:22:49, time: 0.347, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.0785, loss_cls: 0.3727, acc: 89.4773, loss_bbox: 0.3667, loss_mask: 0.3912, loss: 1.2791
2022-07-30 23:12:06,120 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-30 23:12:06,121 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 8:21:57, time: 0.339, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0791, loss_cls: 0.3770, acc: 89.3625, loss_bbox: 0.3665, loss_mask: 0.3942, loss: 1.2813
2022-07-30 23:12:23,083 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 8:21:10, time: 0.339, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0844, loss_cls: 0.3823, acc: 89.0249, loss_bbox: 0.3845, loss_mask: 0.3849, loss: 1.3050
2022-07-30 23:12:39,690 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 8:19:58, time: 0.332, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0749, loss_cls: 0.3491, acc: 90.0300, loss_bbox: 0.3478, loss_mask: 0.3784, loss: 1.2140
2022-07-30 23:12:56,214 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 8:18:45, time: 0.330, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0738, loss_cls: 0.3412, acc: 90.1440, loss_bbox: 0.3373, loss_mask: 0.3748, loss: 1.1890
2022-07-30 23:13:13,360 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 8:18:21, time: 0.343, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0728, loss_cls: 0.3404, acc: 90.1836, loss_bbox: 0.3434, loss_mask: 0.3749, loss: 1.1885
2022-07-30 23:13:30,104 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 8:17:30, time: 0.335, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0735, loss_cls: 0.3452, acc: 89.7893, loss_bbox: 0.3451, loss_mask: 0.3685, loss: 1.1939
2022-07-30 23:13:46,991 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 8:16:51, time: 0.338, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0747, loss_cls: 0.3382, acc: 89.9783, loss_bbox: 0.3384, loss_mask: 0.3592, loss: 1.1728
2022-07-30 23:14:03,294 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 8:15:36, time: 0.326, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0751, loss_cls: 0.3363, acc: 89.7722, loss_bbox: 0.3482, loss_mask: 0.3568, loss: 1.1779
2022-07-30 23:14:20,151 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 8:15:00, time: 0.337, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0750, loss_cls: 0.3266, acc: 90.1992, loss_bbox: 0.3410, loss_mask: 0.3640, loss: 1.1722
2022-07-30 23:14:37,135 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 8:14:33, time: 0.340, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0718, loss_cls: 0.3309, acc: 89.8477, loss_bbox: 0.3442, loss_mask: 0.3548, loss: 1.1604
2022-07-30 23:14:54,372 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 8:14:20, time: 0.345, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0778, loss_cls: 0.3385, acc: 89.7173, loss_bbox: 0.3475, loss_mask: 0.3576, loss: 1.1849
2022-07-30 23:15:11,015 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 8:13:35, time: 0.333, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0727, loss_cls: 0.3291, acc: 89.9829, loss_bbox: 0.3390, loss_mask: 0.3484, loss: 1.1505
2022-07-30 23:15:28,593 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 8:13:41, time: 0.352, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0717, loss_cls: 0.3335, acc: 89.8877, loss_bbox: 0.3424, loss_mask: 0.3441, loss: 1.1505
2022-07-30 23:15:45,377 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 8:13:05, time: 0.336, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0713, loss_cls: 0.3233, acc: 90.1792, loss_bbox: 0.3358, loss_mask: 0.3433, loss: 1.1315
2022-07-30 23:16:02,116 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 8:12:28, time: 0.335, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0732, loss_cls: 0.3186, acc: 90.1450, loss_bbox: 0.3319, loss_mask: 0.3535, loss: 1.1328
2022-07-30 23:16:18,977 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 8:11:57, time: 0.337, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0702, loss_cls: 0.3249, acc: 90.1360, loss_bbox: 0.3292, loss_mask: 0.3438, loss: 1.1289
2022-07-30 23:16:36,251 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 8:11:48, time: 0.345, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0727, loss_cls: 0.3316, acc: 89.7185, loss_bbox: 0.3424, loss_mask: 0.3466, loss: 1.1491
2022-07-30 23:16:53,399 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 8:11:32, time: 0.343, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0747, loss_cls: 0.3212, acc: 90.0920, loss_bbox: 0.3342, loss_mask: 0.3432, loss: 1.1296
2022-07-30 23:17:10,368 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 8:11:07, time: 0.339, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0716, loss_cls: 0.3171, acc: 90.0986, loss_bbox: 0.3342, loss_mask: 0.3357, loss: 1.1146
2022-07-30 23:17:26,822 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 8:10:21, time: 0.329, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0688, loss_cls: 0.3098, acc: 90.2361, loss_bbox: 0.3304, loss_mask: 0.3363, loss: 1.0976
2022-07-30 23:17:43,718 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-30 23:17:43,718 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 8:09:55, time: 0.338, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0761, loss_cls: 0.3245, acc: 90.0623, loss_bbox: 0.3365, loss_mask: 0.3466, loss: 1.1423
2022-07-30 23:17:59,899 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 8:08:59, time: 0.324, data_time: 0.018, memory: 9720, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0631, loss_cls: 0.2899, acc: 91.0081, loss_bbox: 0.3034, loss_mask: 0.3307, loss: 1.0394
2022-07-30 23:18:16,383 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 8:08:18, time: 0.330, data_time: 0.020, memory: 9720, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0671, loss_cls: 0.3016, acc: 90.6812, loss_bbox: 0.3114, loss_mask: 0.3341, loss: 1.0662
2022-07-30 23:18:33,543 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 8:08:05, time: 0.343, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0697, loss_cls: 0.3208, acc: 89.9622, loss_bbox: 0.3371, loss_mask: 0.3385, loss: 1.1191
2022-07-30 23:18:50,390 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 8:07:39, time: 0.337, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0707, loss_cls: 0.3303, acc: 89.7661, loss_bbox: 0.3445, loss_mask: 0.3408, loss: 1.1429
2022-07-30 23:19:06,992 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 8:07:05, time: 0.332, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0679, loss_cls: 0.3146, acc: 90.2209, loss_bbox: 0.3286, loss_mask: 0.3279, loss: 1.0937
2022-07-30 23:19:23,855 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 8:06:41, time: 0.337, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0676, loss_cls: 0.3124, acc: 90.0579, loss_bbox: 0.3315, loss_mask: 0.3245, loss: 1.0855
2022-07-30 23:19:40,510 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 8:06:09, time: 0.333, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0660, loss_cls: 0.2869, acc: 90.8389, loss_bbox: 0.3102, loss_mask: 0.3215, loss: 1.0348
2022-07-30 23:19:57,328 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 8:05:45, time: 0.336, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0721, loss_cls: 0.3053, acc: 90.3237, loss_bbox: 0.3243, loss_mask: 0.3212, loss: 1.0781
2022-07-30 23:20:13,843 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 8:05:09, time: 0.330, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0646, loss_cls: 0.2839, acc: 91.0002, loss_bbox: 0.3087, loss_mask: 0.3186, loss: 1.0250
2022-07-30 23:20:30,500 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 8:04:40, time: 0.333, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0638, loss_cls: 0.2881, acc: 90.8884, loss_bbox: 0.3033, loss_mask: 0.3165, loss: 1.0229
2022-07-30 23:20:47,364 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 8:04:18, time: 0.337, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0643, loss_cls: 0.2942, acc: 90.4858, loss_bbox: 0.3197, loss_mask: 0.3129, loss: 1.0440
2022-07-30 23:21:04,058 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 8:03:51, time: 0.334, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0625, loss_cls: 0.3000, acc: 90.3884, loss_bbox: 0.3218, loss_mask: 0.3178, loss: 1.0528
2022-07-30 23:21:21,406 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 8:03:45, time: 0.347, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0653, loss_cls: 0.3037, acc: 90.5564, loss_bbox: 0.3192, loss_mask: 0.3102, loss: 1.0510
2022-07-30 23:21:38,188 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 8:03:20, time: 0.336, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0682, loss_cls: 0.2931, acc: 90.6304, loss_bbox: 0.3168, loss_mask: 0.3182, loss: 1.0463
2022-07-30 23:21:54,776 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 8:02:50, time: 0.332, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0657, loss_cls: 0.2891, acc: 90.8586, loss_bbox: 0.3111, loss_mask: 0.3213, loss: 1.0377
2022-07-30 23:22:11,307 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 8:02:19, time: 0.331, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0660, loss_cls: 0.2807, acc: 91.1067, loss_bbox: 0.3070, loss_mask: 0.3172, loss: 1.0215
2022-07-30 23:22:28,218 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 8:02:00, time: 0.338, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0685, loss_cls: 0.3002, acc: 90.3816, loss_bbox: 0.3268, loss_mask: 0.3153, loss: 1.0653
2022-07-30 23:22:45,036 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 8:01:38, time: 0.336, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0678, loss_cls: 0.2953, acc: 90.7288, loss_bbox: 0.3182, loss_mask: 0.3148, loss: 1.0489
2022-07-30 23:23:02,108 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 8:01:23, time: 0.341, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0676, loss_cls: 0.2978, acc: 90.6228, loss_bbox: 0.3183, loss_mask: 0.3166, loss: 1.0515
2022-07-30 23:23:18,839 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-30 23:23:18,839 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 8:00:59, time: 0.335, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0674, loss_cls: 0.2988, acc: 90.5061, loss_bbox: 0.3240, loss_mask: 0.3131, loss: 1.0550
2022-07-30 23:23:35,769 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 8:00:40, time: 0.339, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0635, loss_cls: 0.2851, acc: 90.9578, loss_bbox: 0.3048, loss_mask: 0.3063, loss: 1.0109
2022-07-30 23:23:52,671 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 8:00:21, time: 0.338, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0677, loss_cls: 0.2954, acc: 90.4019, loss_bbox: 0.3252, loss_mask: 0.3172, loss: 1.0572
2022-07-30 23:24:09,210 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 7:59:52, time: 0.331, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0622, loss_cls: 0.2979, acc: 90.4351, loss_bbox: 0.3195, loss_mask: 0.3114, loss: 1.0394
2022-07-30 23:24:26,065 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 7:59:32, time: 0.337, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0620, loss_cls: 0.2887, acc: 90.7891, loss_bbox: 0.3147, loss_mask: 0.2998, loss: 1.0149
2022-07-30 23:24:42,469 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 7:59:00, time: 0.328, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0660, loss_cls: 0.2964, acc: 90.6628, loss_bbox: 0.3204, loss_mask: 0.3083, loss: 1.0425
2022-07-30 23:24:59,373 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 7:58:42, time: 0.338, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0648, loss_cls: 0.2905, acc: 90.6914, loss_bbox: 0.3167, loss_mask: 0.3108, loss: 1.0325
2022-07-30 23:25:16,127 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 7:58:20, time: 0.335, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0649, loss_cls: 0.2889, acc: 90.7771, loss_bbox: 0.3177, loss_mask: 0.3032, loss: 1.0261
2022-07-30 23:25:32,683 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 7:57:52, time: 0.331, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0637, loss_cls: 0.2909, acc: 90.7219, loss_bbox: 0.3118, loss_mask: 0.3065, loss: 1.0205
2022-07-30 23:25:49,337 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 7:57:28, time: 0.333, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0672, loss_cls: 0.2854, acc: 90.9902, loss_bbox: 0.3048, loss_mask: 0.3074, loss: 1.0163
2022-07-30 23:26:06,549 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 7:57:18, time: 0.344, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0708, loss_cls: 0.2962, acc: 90.2893, loss_bbox: 0.3299, loss_mask: 0.3098, loss: 1.0596
2022-07-30 23:26:23,221 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 7:56:54, time: 0.333, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0669, loss_cls: 0.2881, acc: 90.7798, loss_bbox: 0.3109, loss_mask: 0.2997, loss: 1.0171
2022-07-30 23:26:39,584 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 7:56:23, time: 0.327, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0643, loss_cls: 0.2795, acc: 90.9363, loss_bbox: 0.3011, loss_mask: 0.3010, loss: 0.9932
2022-07-30 23:26:56,693 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 7:56:10, time: 0.342, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0634, loss_cls: 0.2978, acc: 90.4880, loss_bbox: 0.3202, loss_mask: 0.3049, loss: 1.0342
2022-07-30 23:27:13,358 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 7:55:47, time: 0.333, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0616, loss_cls: 0.2898, acc: 90.6360, loss_bbox: 0.3162, loss_mask: 0.3085, loss: 1.0205
2022-07-30 23:27:29,732 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 7:55:17, time: 0.327, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0674, loss_cls: 0.2946, acc: 90.5813, loss_bbox: 0.3138, loss_mask: 0.3062, loss: 1.0306
2022-07-30 23:27:46,061 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 7:54:47, time: 0.327, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0649, loss_cls: 0.2813, acc: 91.0205, loss_bbox: 0.3072, loss_mask: 0.3069, loss: 1.0083
2022-07-30 23:28:02,471 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 7:54:19, time: 0.328, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0627, loss_cls: 0.2864, acc: 90.6462, loss_bbox: 0.3151, loss_mask: 0.3037, loss: 1.0158
2022-07-30 23:28:19,139 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 7:53:56, time: 0.333, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0626, loss_cls: 0.2901, acc: 90.6753, loss_bbox: 0.3142, loss_mask: 0.3077, loss: 1.0194
2022-07-30 23:28:35,793 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 7:53:34, time: 0.333, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0617, loss_cls: 0.2928, acc: 90.5833, loss_bbox: 0.3112, loss_mask: 0.3048, loss: 1.0253
2022-07-30 23:28:52,488 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-30 23:28:52,489 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 7:53:12, time: 0.334, data_time: 0.020, memory: 9720, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0637, loss_cls: 0.2825, acc: 90.9626, loss_bbox: 0.3061, loss_mask: 0.3037, loss: 1.0048
2022-07-30 23:29:08,998 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 7:52:47, time: 0.330, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0626, loss_cls: 0.2859, acc: 90.8535, loss_bbox: 0.3110, loss_mask: 0.3017, loss: 1.0081
2022-07-30 23:29:25,679 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 7:52:26, time: 0.334, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0663, loss_cls: 0.2854, acc: 90.6052, loss_bbox: 0.3144, loss_mask: 0.3058, loss: 1.0170
2022-07-30 23:29:42,194 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 7:52:01, time: 0.330, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0620, loss_cls: 0.2845, acc: 90.9980, loss_bbox: 0.3037, loss_mask: 0.3038, loss: 1.0014
2022-07-30 23:29:59,033 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 7:51:43, time: 0.337, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0619, loss_cls: 0.2769, acc: 91.1631, loss_bbox: 0.2975, loss_mask: 0.2952, loss: 0.9785
2022-07-30 23:30:16,006 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 7:51:28, time: 0.339, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0666, loss_cls: 0.2842, acc: 90.8850, loss_bbox: 0.3089, loss_mask: 0.3020, loss: 1.0092
2022-07-30 23:30:33,178 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 7:51:16, time: 0.343, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0651, loss_cls: 0.2845, acc: 90.7434, loss_bbox: 0.3125, loss_mask: 0.3030, loss: 1.0158
2022-07-30 23:30:49,967 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 7:50:57, time: 0.336, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0616, loss_cls: 0.2724, acc: 91.3088, loss_bbox: 0.2963, loss_mask: 0.2967, loss: 0.9725
2022-07-30 23:31:06,843 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 7:50:40, time: 0.337, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0625, loss_cls: 0.2838, acc: 90.8755, loss_bbox: 0.3026, loss_mask: 0.2996, loss: 0.9933
2022-07-30 23:31:23,519 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 7:50:19, time: 0.334, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0632, loss_cls: 0.2683, acc: 91.2119, loss_bbox: 0.2955, loss_mask: 0.2917, loss: 0.9666
2022-07-30 23:31:40,119 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 7:49:56, time: 0.332, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0612, loss_cls: 0.2688, acc: 91.2839, loss_bbox: 0.2977, loss_mask: 0.2963, loss: 0.9704
2022-07-30 23:31:56,662 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 7:49:33, time: 0.331, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0602, loss_cls: 0.2655, acc: 91.3367, loss_bbox: 0.2994, loss_mask: 0.2901, loss: 0.9629
2022-07-30 23:32:13,159 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 7:49:09, time: 0.330, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0590, loss_cls: 0.2758, acc: 91.0725, loss_bbox: 0.3044, loss_mask: 0.2943, loss: 0.9767
2022-07-30 23:32:30,007 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 7:48:51, time: 0.337, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0657, loss_cls: 0.2836, acc: 90.7288, loss_bbox: 0.3123, loss_mask: 0.3062, loss: 1.0145
2022-07-30 23:32:46,597 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 7:48:29, time: 0.332, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0617, loss_cls: 0.2766, acc: 90.9268, loss_bbox: 0.3020, loss_mask: 0.2922, loss: 0.9782
2022-07-30 23:33:03,464 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 7:48:12, time: 0.337, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0657, loss_cls: 0.2809, acc: 90.7764, loss_bbox: 0.3136, loss_mask: 0.2984, loss: 1.0054
2022-07-30 23:33:19,961 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 7:47:49, time: 0.330, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0610, loss_cls: 0.2731, acc: 91.2407, loss_bbox: 0.2962, loss_mask: 0.2965, loss: 0.9703
2022-07-30 23:33:36,901 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 7:47:33, time: 0.339, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0621, loss_cls: 0.2719, acc: 91.0356, loss_bbox: 0.3099, loss_mask: 0.3029, loss: 0.9933
2022-07-30 23:33:53,753 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 7:47:16, time: 0.337, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0623, loss_cls: 0.2794, acc: 90.8826, loss_bbox: 0.3124, loss_mask: 0.2946, loss: 0.9936
2022-07-30 23:34:10,344 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 7:46:54, time: 0.332, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0642, loss_cls: 0.2847, acc: 90.6006, loss_bbox: 0.3140, loss_mask: 0.2959, loss: 1.0068
2022-07-30 23:34:26,841 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-30 23:34:26,841 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 7:46:31, time: 0.330, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0603, loss_cls: 0.2749, acc: 91.1206, loss_bbox: 0.2984, loss_mask: 0.2952, loss: 0.9772
2022-07-30 23:34:43,572 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 7:46:12, time: 0.335, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0602, loss_cls: 0.2636, acc: 91.3979, loss_bbox: 0.2908, loss_mask: 0.2891, loss: 0.9466
2022-07-30 23:35:00,468 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 7:45:55, time: 0.338, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0630, loss_cls: 0.2728, acc: 90.9871, loss_bbox: 0.3044, loss_mask: 0.2920, loss: 0.9777
2022-07-30 23:35:17,224 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 7:45:37, time: 0.335, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0617, loss_cls: 0.2769, acc: 90.8254, loss_bbox: 0.3086, loss_mask: 0.2893, loss: 0.9813
2022-07-30 23:35:33,545 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 7:45:11, time: 0.326, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0585, loss_cls: 0.2696, acc: 91.4468, loss_bbox: 0.2861, loss_mask: 0.2904, loss: 0.9510
2022-07-30 23:35:50,008 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 7:44:48, time: 0.329, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0595, loss_cls: 0.2742, acc: 91.0359, loss_bbox: 0.2977, loss_mask: 0.2834, loss: 0.9579
2022-07-30 23:36:06,676 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 7:44:28, time: 0.333, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0655, loss_cls: 0.2786, acc: 90.8176, loss_bbox: 0.3111, loss_mask: 0.2930, loss: 0.9979
2022-07-30 23:36:23,838 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 7:44:16, time: 0.343, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0661, loss_cls: 0.2729, acc: 91.0264, loss_bbox: 0.3014, loss_mask: 0.2897, loss: 0.9752
2022-07-30 23:36:40,693 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 7:43:59, time: 0.337, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0601, loss_cls: 0.2642, acc: 91.3245, loss_bbox: 0.2931, loss_mask: 0.2859, loss: 0.9488
2022-07-30 23:36:56,995 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 7:43:34, time: 0.326, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0567, loss_cls: 0.2692, acc: 91.2480, loss_bbox: 0.2917, loss_mask: 0.2874, loss: 0.9471
2022-07-30 23:37:13,824 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 7:43:16, time: 0.337, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0625, loss_cls: 0.2710, acc: 91.2222, loss_bbox: 0.3019, loss_mask: 0.2953, loss: 0.9741
2022-07-30 23:37:30,143 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 7:42:51, time: 0.326, data_time: 0.020, memory: 9720, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0605, loss_cls: 0.2656, acc: 91.3167, loss_bbox: 0.2961, loss_mask: 0.2880, loss: 0.9533
2022-07-30 23:37:46,720 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 7:42:31, time: 0.332, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0596, loss_cls: 0.2653, acc: 91.3271, loss_bbox: 0.2914, loss_mask: 0.2789, loss: 0.9394
2022-07-30 23:38:03,235 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 7:42:09, time: 0.330, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0627, loss_cls: 0.2643, acc: 91.5317, loss_bbox: 0.2823, loss_mask: 0.2840, loss: 0.9409
2022-07-30 23:38:19,809 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 7:41:48, time: 0.331, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0614, loss_cls: 0.2640, acc: 91.3782, loss_bbox: 0.2882, loss_mask: 0.2854, loss: 0.9411
2022-07-30 23:38:36,880 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 7:41:35, time: 0.341, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0639, loss_cls: 0.2692, acc: 91.0803, loss_bbox: 0.3021, loss_mask: 0.2869, loss: 0.9707
2022-07-30 23:38:53,473 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 7:41:14, time: 0.332, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0614, loss_cls: 0.2718, acc: 91.1604, loss_bbox: 0.2990, loss_mask: 0.2875, loss: 0.9646
2022-07-30 23:39:10,252 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 7:40:56, time: 0.336, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0598, loss_cls: 0.2597, acc: 91.3672, loss_bbox: 0.2941, loss_mask: 0.2894, loss: 0.9497
2022-07-30 23:39:27,698 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 7:40:48, time: 0.349, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0678, loss_cls: 0.2750, acc: 90.7815, loss_bbox: 0.3043, loss_mask: 0.2884, loss: 0.9846
2022-07-30 23:39:44,228 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 7:40:27, time: 0.331, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0618, loss_cls: 0.2706, acc: 91.1311, loss_bbox: 0.3043, loss_mask: 0.2943, loss: 0.9762
2022-07-30 23:40:01,061 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-30 23:40:01,061 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 7:40:10, time: 0.337, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0598, loss_cls: 0.2655, acc: 91.2991, loss_bbox: 0.2943, loss_mask: 0.2890, loss: 0.9528
2022-07-30 23:40:17,594 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 7:39:49, time: 0.330, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0573, loss_cls: 0.2589, acc: 91.4463, loss_bbox: 0.2841, loss_mask: 0.2853, loss: 0.9279
2022-07-30 23:40:34,121 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 7:39:28, time: 0.331, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0606, loss_cls: 0.2710, acc: 91.1277, loss_bbox: 0.3003, loss_mask: 0.2897, loss: 0.9684
2022-07-30 23:40:50,358 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 7:39:03, time: 0.325, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0592, loss_cls: 0.2753, acc: 91.0952, loss_bbox: 0.3030, loss_mask: 0.2905, loss: 0.9720
2022-07-30 23:41:06,999 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 7:38:43, time: 0.333, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0606, loss_cls: 0.2683, acc: 90.9951, loss_bbox: 0.3017, loss_mask: 0.2822, loss: 0.9558
2022-07-30 23:41:23,858 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 7:38:27, time: 0.337, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0571, loss_cls: 0.2652, acc: 91.3369, loss_bbox: 0.2898, loss_mask: 0.2836, loss: 0.9351
2022-07-30 23:41:40,355 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 7:38:06, time: 0.330, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0615, loss_cls: 0.2740, acc: 90.9573, loss_bbox: 0.3088, loss_mask: 0.2981, loss: 0.9845
2022-07-30 23:41:57,023 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 7:37:47, time: 0.333, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0607, loss_cls: 0.2614, acc: 91.2183, loss_bbox: 0.2922, loss_mask: 0.2879, loss: 0.9441
2022-07-30 23:42:13,943 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 7:37:31, time: 0.338, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0591, loss_cls: 0.2714, acc: 90.9087, loss_bbox: 0.3056, loss_mask: 0.2837, loss: 0.9601
2022-07-30 23:42:30,140 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 7:37:06, time: 0.324, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0573, loss_cls: 0.2608, acc: 91.3943, loss_bbox: 0.2867, loss_mask: 0.2791, loss: 0.9239
2022-07-30 23:42:46,933 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 7:36:49, time: 0.336, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0579, loss_cls: 0.2655, acc: 91.3762, loss_bbox: 0.2891, loss_mask: 0.2828, loss: 0.9356
2022-07-30 23:43:03,523 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 7:36:29, time: 0.332, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0603, loss_cls: 0.2687, acc: 91.1760, loss_bbox: 0.2988, loss_mask: 0.2860, loss: 0.9597
2022-07-30 23:43:20,053 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 7:36:09, time: 0.331, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0592, loss_cls: 0.2661, acc: 91.0642, loss_bbox: 0.3029, loss_mask: 0.2863, loss: 0.9583
2022-07-30 23:43:36,848 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 7:35:52, time: 0.336, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0595, loss_cls: 0.2664, acc: 91.1848, loss_bbox: 0.2937, loss_mask: 0.2894, loss: 0.9506
2022-07-30 23:43:53,632 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 7:35:35, time: 0.336, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0602, loss_cls: 0.2656, acc: 91.2234, loss_bbox: 0.2957, loss_mask: 0.2882, loss: 0.9537
2022-07-30 23:44:09,896 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 7:35:11, time: 0.325, data_time: 0.021, memory: 9720, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0598, loss_cls: 0.2521, acc: 91.5974, loss_bbox: 0.2806, loss_mask: 0.2802, loss: 0.9141
2022-07-30 23:44:26,697 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 7:34:54, time: 0.336, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0597, loss_cls: 0.2603, acc: 91.5361, loss_bbox: 0.2809, loss_mask: 0.2848, loss: 0.9271
2022-07-30 23:44:43,473 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 7:34:37, time: 0.335, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0606, loss_cls: 0.2703, acc: 91.0925, loss_bbox: 0.2961, loss_mask: 0.2885, loss: 0.9592
2022-07-30 23:44:59,870 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 7:34:15, time: 0.328, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0618, loss_cls: 0.2769, acc: 90.9373, loss_bbox: 0.2987, loss_mask: 0.2825, loss: 0.9613
2022-07-30 23:45:16,422 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 7:33:55, time: 0.331, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0612, loss_cls: 0.2658, acc: 91.4060, loss_bbox: 0.2854, loss_mask: 0.2778, loss: 0.9311
2022-07-30 23:45:33,248 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-30 23:45:33,248 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 7:33:39, time: 0.337, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0635, loss_cls: 0.2685, acc: 91.0308, loss_bbox: 0.3024, loss_mask: 0.2802, loss: 0.9581
2022-07-30 23:45:49,780 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 7:33:19, time: 0.331, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0590, loss_cls: 0.2686, acc: 91.2327, loss_bbox: 0.2914, loss_mask: 0.2780, loss: 0.9422
2022-07-30 23:46:06,912 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 7:33:06, time: 0.343, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0589, loss_cls: 0.2515, acc: 91.4546, loss_bbox: 0.2884, loss_mask: 0.2711, loss: 0.9098
2022-07-30 23:46:23,627 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 7:32:48, time: 0.334, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0595, loss_cls: 0.2647, acc: 91.4980, loss_bbox: 0.2875, loss_mask: 0.2833, loss: 0.9380
2022-07-30 23:46:39,916 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 7:32:25, time: 0.326, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0554, loss_cls: 0.2557, acc: 91.6792, loss_bbox: 0.2767, loss_mask: 0.2832, loss: 0.9121
2022-07-30 23:46:56,726 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 7:32:08, time: 0.336, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0583, loss_cls: 0.2545, acc: 91.6501, loss_bbox: 0.2799, loss_mask: 0.2803, loss: 0.9163
2022-07-30 23:47:14,118 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 7:31:58, time: 0.348, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0641, loss_cls: 0.2628, acc: 91.2866, loss_bbox: 0.2962, loss_mask: 0.2779, loss: 0.9466
2022-07-30 23:47:24,204 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-07-30 23:48:28,790 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.16s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=25.95s).
Accumulating evaluation results...
DONE (t=4.98s).
2022-07-30 23:49:00,501 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.305
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.542
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.315
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.189
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.344
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.388
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.457
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.457
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.286
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.503
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.571
2022-07-30 23:49:00,501 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.69s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=29.84s).
Accumulating evaluation results...
/home/tiger/.local/lib/python3.7/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
DONE (t=4.89s).
2022-07-30 23:49:40,702 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.303
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.515
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.318
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.145
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.330
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.445
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.255
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.581
2022-07-30 23:49:41,270 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-30 23:49:41,271 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.3050, bbox_mAP_50: 0.5420, bbox_mAP_75: 0.3150, bbox_mAP_s: 0.1890, bbox_mAP_m: 0.3440, bbox_mAP_l: 0.3880, bbox_mAP_copypaste: 0.305 0.542 0.315 0.189 0.344 0.388, segm_mAP: 0.3030, segm_mAP_50: 0.5150, segm_mAP_75: 0.3180, segm_mAP_s: 0.1450, segm_mAP_m: 0.3300, segm_mAP_l: 0.4450, segm_mAP_copypaste: 0.303 0.515 0.318 0.145 0.330 0.445
2022-07-30 23:50:02,665 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 7:30:31, time: 0.428, data_time: 0.096, memory: 9720, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0625, loss_cls: 0.2663, acc: 91.0679, loss_bbox: 0.3019, loss_mask: 0.2824, loss: 0.9544
2022-07-30 23:50:19,501 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 7:30:15, time: 0.337, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0575, loss_cls: 0.2521, acc: 91.4353, loss_bbox: 0.2923, loss_mask: 0.2710, loss: 0.9099
2022-07-30 23:50:36,525 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 7:30:01, time: 0.340, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0562, loss_cls: 0.2508, acc: 91.5190, loss_bbox: 0.2843, loss_mask: 0.2745, loss: 0.9037
2022-07-30 23:50:54,532 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 7:29:57, time: 0.360, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0572, loss_cls: 0.2488, acc: 91.4658, loss_bbox: 0.2858, loss_mask: 0.2746, loss: 0.9076
2022-07-30 23:51:11,826 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 7:29:46, time: 0.346, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0588, loss_cls: 0.2524, acc: 91.4641, loss_bbox: 0.2876, loss_mask: 0.2731, loss: 0.9130
2022-07-30 23:51:28,520 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 7:29:28, time: 0.334, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0576, loss_cls: 0.2540, acc: 91.5393, loss_bbox: 0.2864, loss_mask: 0.2790, loss: 0.9164
2022-07-30 23:51:45,493 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 7:29:13, time: 0.339, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0577, loss_cls: 0.2485, acc: 91.6177, loss_bbox: 0.2843, loss_mask: 0.2805, loss: 0.9091
2022-07-30 23:52:02,418 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 7:28:58, time: 0.338, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0567, loss_cls: 0.2440, acc: 91.8154, loss_bbox: 0.2803, loss_mask: 0.2796, loss: 0.9009
2022-07-30 23:52:19,269 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 7:28:41, time: 0.337, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0561, loss_cls: 0.2563, acc: 91.4514, loss_bbox: 0.2882, loss_mask: 0.2709, loss: 0.9093
2022-07-30 23:52:36,292 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 7:28:27, time: 0.340, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0611, loss_cls: 0.2517, acc: 91.4578, loss_bbox: 0.2924, loss_mask: 0.2802, loss: 0.9272
2022-07-30 23:52:53,582 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 7:28:15, time: 0.346, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0597, loss_cls: 0.2519, acc: 91.6028, loss_bbox: 0.2880, loss_mask: 0.2761, loss: 0.9165
2022-07-30 23:53:10,996 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 7:28:05, time: 0.348, data_time: 0.035, memory: 9720, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0641, loss_cls: 0.2673, acc: 91.1597, loss_bbox: 0.2941, loss_mask: 0.2788, loss: 0.9461
2022-07-30 23:53:28,146 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 7:27:52, time: 0.343, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0623, loss_cls: 0.2547, acc: 91.4985, loss_bbox: 0.2922, loss_mask: 0.2768, loss: 0.9265
2022-07-30 23:53:44,800 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 7:27:33, time: 0.333, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0527, loss_cls: 0.2436, acc: 91.9290, loss_bbox: 0.2681, loss_mask: 0.2699, loss: 0.8724
2022-07-30 23:54:01,779 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 7:27:18, time: 0.340, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0550, loss_cls: 0.2448, acc: 91.8020, loss_bbox: 0.2763, loss_mask: 0.2662, loss: 0.8787
2022-07-30 23:54:18,892 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 7:27:05, time: 0.342, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0588, loss_cls: 0.2534, acc: 91.5537, loss_bbox: 0.2825, loss_mask: 0.2774, loss: 0.9156
2022-07-30 23:54:35,934 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 7:26:50, time: 0.341, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0603, loss_cls: 0.2583, acc: 91.2202, loss_bbox: 0.3025, loss_mask: 0.2807, loss: 0.9406
2022-07-30 23:54:53,034 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 7:26:36, time: 0.342, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0586, loss_cls: 0.2609, acc: 91.2698, loss_bbox: 0.2965, loss_mask: 0.2762, loss: 0.9315
2022-07-30 23:55:10,456 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 7:26:25, time: 0.348, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0586, loss_cls: 0.2569, acc: 91.1221, loss_bbox: 0.2975, loss_mask: 0.2841, loss: 0.9383
2022-07-30 23:55:27,432 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 7:26:10, time: 0.339, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0587, loss_cls: 0.2637, acc: 91.1655, loss_bbox: 0.2965, loss_mask: 0.2791, loss: 0.9390
2022-07-30 23:55:44,436 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 7:25:55, time: 0.340, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0579, loss_cls: 0.2610, acc: 91.3179, loss_bbox: 0.2896, loss_mask: 0.2790, loss: 0.9288
2022-07-30 23:56:01,480 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 7:25:41, time: 0.341, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0609, loss_cls: 0.2652, acc: 91.1877, loss_bbox: 0.2971, loss_mask: 0.2784, loss: 0.9411
2022-07-30 23:56:18,862 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 7:25:29, time: 0.348, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0630, loss_cls: 0.2581, acc: 91.3044, loss_bbox: 0.2888, loss_mask: 0.2811, loss: 0.9344
2022-07-30 23:56:36,008 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 7:25:15, time: 0.343, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0587, loss_cls: 0.2548, acc: 91.4678, loss_bbox: 0.2884, loss_mask: 0.2798, loss: 0.9236
2022-07-30 23:56:53,081 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 7:25:01, time: 0.341, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0602, loss_cls: 0.2473, acc: 91.6741, loss_bbox: 0.2769, loss_mask: 0.2720, loss: 0.8975
2022-07-30 23:57:10,067 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 7:24:46, time: 0.340, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0574, loss_cls: 0.2463, acc: 91.7883, loss_bbox: 0.2765, loss_mask: 0.2753, loss: 0.8950
2022-07-30 23:57:26,865 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 7:24:29, time: 0.336, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0563, loss_cls: 0.2442, acc: 91.7114, loss_bbox: 0.2782, loss_mask: 0.2732, loss: 0.8894
2022-07-30 23:57:43,780 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 7:24:13, time: 0.338, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0574, loss_cls: 0.2483, acc: 91.6353, loss_bbox: 0.2794, loss_mask: 0.2711, loss: 0.8929
2022-07-30 23:58:00,833 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 7:23:58, time: 0.341, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0604, loss_cls: 0.2437, acc: 91.7905, loss_bbox: 0.2840, loss_mask: 0.2791, loss: 0.9074
2022-07-30 23:58:17,833 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 7:23:43, time: 0.340, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0583, loss_cls: 0.2466, acc: 91.8000, loss_bbox: 0.2802, loss_mask: 0.2751, loss: 0.8972
2022-07-30 23:58:34,795 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 7:23:27, time: 0.339, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0581, loss_cls: 0.2490, acc: 91.5740, loss_bbox: 0.2867, loss_mask: 0.2657, loss: 0.9002
2022-07-30 23:58:51,722 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 7:23:11, time: 0.339, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0581, loss_cls: 0.2532, acc: 91.5627, loss_bbox: 0.2840, loss_mask: 0.2699, loss: 0.9058
2022-07-30 23:59:08,424 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 7:22:53, time: 0.333, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0568, loss_cls: 0.2369, acc: 91.9963, loss_bbox: 0.2719, loss_mask: 0.2690, loss: 0.8710
2022-07-30 23:59:25,408 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 7:22:38, time: 0.340, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0586, loss_cls: 0.2442, acc: 91.7107, loss_bbox: 0.2803, loss_mask: 0.2756, loss: 0.8965
2022-07-30 23:59:42,740 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 7:22:25, time: 0.347, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0569, loss_cls: 0.2489, acc: 91.6868, loss_bbox: 0.2827, loss_mask: 0.2721, loss: 0.8983
2022-07-30 23:59:59,407 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 7:22:07, time: 0.333, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0596, loss_cls: 0.2558, acc: 91.5068, loss_bbox: 0.2871, loss_mask: 0.2742, loss: 0.9130
2022-07-31 00:00:16,411 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 7:21:52, time: 0.340, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0561, loss_cls: 0.2542, acc: 91.5354, loss_bbox: 0.2809, loss_mask: 0.2738, loss: 0.9009
2022-07-31 00:00:33,247 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 7:21:35, time: 0.337, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0580, loss_cls: 0.2578, acc: 91.3342, loss_bbox: 0.2907, loss_mask: 0.2764, loss: 0.9196
2022-07-31 00:00:49,935 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 7:21:17, time: 0.334, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0537, loss_cls: 0.2445, acc: 91.9351, loss_bbox: 0.2736, loss_mask: 0.2708, loss: 0.8813
2022-07-31 00:01:06,737 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 7:21:00, time: 0.336, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0584, loss_cls: 0.2372, acc: 91.9141, loss_bbox: 0.2801, loss_mask: 0.2800, loss: 0.8931
2022-07-31 00:01:23,500 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 7:20:43, time: 0.335, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0555, loss_cls: 0.2426, acc: 91.9949, loss_bbox: 0.2701, loss_mask: 0.2696, loss: 0.8752
2022-07-31 00:01:40,316 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 7:20:26, time: 0.336, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0548, loss_cls: 0.2453, acc: 91.7373, loss_bbox: 0.2732, loss_mask: 0.2732, loss: 0.8843
2022-07-31 00:01:57,267 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 7:20:10, time: 0.339, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0577, loss_cls: 0.2388, acc: 92.1179, loss_bbox: 0.2665, loss_mask: 0.2642, loss: 0.8659
2022-07-31 00:02:14,227 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 7:19:54, time: 0.339, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0579, loss_cls: 0.2544, acc: 91.5635, loss_bbox: 0.2791, loss_mask: 0.2729, loss: 0.9046
2022-07-31 00:02:30,968 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 7:19:37, time: 0.335, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0582, loss_cls: 0.2457, acc: 91.6729, loss_bbox: 0.2807, loss_mask: 0.2713, loss: 0.8938
2022-07-31 00:02:47,736 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 7:19:19, time: 0.335, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0551, loss_cls: 0.2411, acc: 91.9260, loss_bbox: 0.2741, loss_mask: 0.2701, loss: 0.8763
2022-07-31 00:03:04,623 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 7:19:03, time: 0.338, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0548, loss_cls: 0.2485, acc: 91.7300, loss_bbox: 0.2822, loss_mask: 0.2740, loss: 0.8958
2022-07-31 00:03:21,657 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 7:18:48, time: 0.341, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0578, loss_cls: 0.2483, acc: 91.6121, loss_bbox: 0.2857, loss_mask: 0.2717, loss: 0.9013
2022-07-31 00:03:38,162 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 7:18:29, time: 0.330, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0551, loss_cls: 0.2349, acc: 92.1562, loss_bbox: 0.2669, loss_mask: 0.2712, loss: 0.8617
2022-07-31 00:03:54,769 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 7:18:10, time: 0.332, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0576, loss_cls: 0.2544, acc: 91.5100, loss_bbox: 0.2797, loss_mask: 0.2662, loss: 0.8939
2022-07-31 00:04:11,374 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 7:17:51, time: 0.332, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0617, loss_cls: 0.2514, acc: 91.4150, loss_bbox: 0.2920, loss_mask: 0.2767, loss: 0.9194
2022-07-31 00:04:27,924 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 7:17:32, time: 0.331, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0536, loss_cls: 0.2393, acc: 92.1191, loss_bbox: 0.2694, loss_mask: 0.2654, loss: 0.8617
2022-07-31 00:04:45,310 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 7:17:20, time: 0.348, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0588, loss_cls: 0.2536, acc: 91.4363, loss_bbox: 0.2848, loss_mask: 0.2672, loss: 0.9043
2022-07-31 00:05:01,908 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 7:17:01, time: 0.332, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0573, loss_cls: 0.2430, acc: 91.7234, loss_bbox: 0.2794, loss_mask: 0.2726, loss: 0.8911
2022-07-31 00:05:19,020 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 7:16:47, time: 0.342, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0562, loss_cls: 0.2603, acc: 91.3887, loss_bbox: 0.2836, loss_mask: 0.2688, loss: 0.9079
2022-07-31 00:05:35,592 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 7:16:28, time: 0.331, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0535, loss_cls: 0.2368, acc: 92.0623, loss_bbox: 0.2686, loss_mask: 0.2694, loss: 0.8640
2022-07-31 00:05:52,375 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 7:16:11, time: 0.336, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0606, loss_cls: 0.2530, acc: 91.4683, loss_bbox: 0.2836, loss_mask: 0.2725, loss: 0.9099
2022-07-31 00:06:09,237 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 7:15:54, time: 0.337, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0563, loss_cls: 0.2404, acc: 91.9431, loss_bbox: 0.2746, loss_mask: 0.2709, loss: 0.8832
2022-07-31 00:06:26,073 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 7:15:38, time: 0.337, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0578, loss_cls: 0.2496, acc: 91.6196, loss_bbox: 0.2893, loss_mask: 0.2707, loss: 0.9041
2022-07-31 00:06:42,710 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 7:15:19, time: 0.333, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0599, loss_cls: 0.2432, acc: 91.7502, loss_bbox: 0.2809, loss_mask: 0.2755, loss: 0.8991
2022-07-31 00:06:59,605 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 7:15:03, time: 0.338, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0560, loss_cls: 0.2517, acc: 91.5789, loss_bbox: 0.2822, loss_mask: 0.2719, loss: 0.8982
2022-07-31 00:07:16,582 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 7:14:48, time: 0.340, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0572, loss_cls: 0.2524, acc: 91.4363, loss_bbox: 0.2850, loss_mask: 0.2742, loss: 0.9072
2022-07-31 00:07:33,676 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 7:14:33, time: 0.342, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0568, loss_cls: 0.2458, acc: 91.6292, loss_bbox: 0.2855, loss_mask: 0.2764, loss: 0.9042
2022-07-31 00:07:50,459 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 7:14:16, time: 0.336, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0551, loss_cls: 0.2381, acc: 91.9973, loss_bbox: 0.2684, loss_mask: 0.2659, loss: 0.8645
2022-07-31 00:08:07,066 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 7:13:57, time: 0.332, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0552, loss_cls: 0.2434, acc: 91.6829, loss_bbox: 0.2814, loss_mask: 0.2699, loss: 0.8854
2022-07-31 00:08:23,337 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 7:13:36, time: 0.326, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0553, loss_cls: 0.2511, acc: 91.6821, loss_bbox: 0.2783, loss_mask: 0.2687, loss: 0.8903
2022-07-31 00:08:40,243 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 7:13:20, time: 0.338, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0568, loss_cls: 0.2448, acc: 91.7756, loss_bbox: 0.2811, loss_mask: 0.2662, loss: 0.8885
2022-07-31 00:08:56,973 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 7:13:03, time: 0.335, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0573, loss_cls: 0.2589, acc: 91.3423, loss_bbox: 0.2904, loss_mask: 0.2725, loss: 0.9163
2022-07-31 00:09:13,722 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 7:12:45, time: 0.335, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0524, loss_cls: 0.2492, acc: 91.6025, loss_bbox: 0.2790, loss_mask: 0.2673, loss: 0.8831
2022-07-31 00:09:30,627 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 7:12:29, time: 0.338, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0590, loss_cls: 0.2494, acc: 91.6135, loss_bbox: 0.2732, loss_mask: 0.2686, loss: 0.8874
2022-07-31 00:09:47,459 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 7:12:12, time: 0.337, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0555, loss_cls: 0.2455, acc: 91.8396, loss_bbox: 0.2713, loss_mask: 0.2733, loss: 0.8815
2022-07-31 00:10:04,361 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 7:11:56, time: 0.338, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0544, loss_cls: 0.2383, acc: 91.9060, loss_bbox: 0.2732, loss_mask: 0.2640, loss: 0.8638
2022-07-31 00:10:21,275 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 7:11:40, time: 0.338, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0587, loss_cls: 0.2571, acc: 91.2771, loss_bbox: 0.2890, loss_mask: 0.2730, loss: 0.9171
2022-07-31 00:10:37,929 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 7:11:22, time: 0.333, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0538, loss_cls: 0.2435, acc: 91.7444, loss_bbox: 0.2746, loss_mask: 0.2640, loss: 0.8720
2022-07-31 00:10:54,676 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 7:11:04, time: 0.335, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0579, loss_cls: 0.2422, acc: 91.8821, loss_bbox: 0.2783, loss_mask: 0.2690, loss: 0.8871
2022-07-31 00:11:11,345 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 7:10:47, time: 0.333, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0543, loss_cls: 0.2406, acc: 91.9321, loss_bbox: 0.2638, loss_mask: 0.2578, loss: 0.8524
2022-07-31 00:11:28,054 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 7:10:29, time: 0.334, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0530, loss_cls: 0.2475, acc: 91.4451, loss_bbox: 0.2828, loss_mask: 0.2604, loss: 0.8768
2022-07-31 00:11:44,605 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 7:10:10, time: 0.331, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0554, loss_cls: 0.2412, acc: 91.9675, loss_bbox: 0.2660, loss_mask: 0.2640, loss: 0.8607
2022-07-31 00:12:01,507 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 7:09:54, time: 0.338, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0537, loss_cls: 0.2360, acc: 92.0991, loss_bbox: 0.2691, loss_mask: 0.2653, loss: 0.8615
2022-07-31 00:12:18,000 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 7:09:35, time: 0.330, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0548, loss_cls: 0.2420, acc: 91.8472, loss_bbox: 0.2782, loss_mask: 0.2678, loss: 0.8767
2022-07-31 00:12:34,874 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 7:09:19, time: 0.337, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0573, loss_cls: 0.2456, acc: 91.8323, loss_bbox: 0.2704, loss_mask: 0.2638, loss: 0.8770
2022-07-31 00:12:51,288 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 7:08:59, time: 0.328, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0543, loss_cls: 0.2423, acc: 92.0637, loss_bbox: 0.2670, loss_mask: 0.2615, loss: 0.8590
2022-07-31 00:13:08,080 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 7:08:42, time: 0.336, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0532, loss_cls: 0.2486, acc: 91.7849, loss_bbox: 0.2742, loss_mask: 0.2658, loss: 0.8765
2022-07-31 00:13:25,205 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 7:08:27, time: 0.342, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0564, loss_cls: 0.2442, acc: 91.7573, loss_bbox: 0.2774, loss_mask: 0.2671, loss: 0.8828
2022-07-31 00:13:42,219 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 7:08:12, time: 0.340, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0564, loss_cls: 0.2401, acc: 91.8440, loss_bbox: 0.2749, loss_mask: 0.2674, loss: 0.8756
2022-07-31 00:13:58,778 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 7:07:53, time: 0.331, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0540, loss_cls: 0.2509, acc: 91.5156, loss_bbox: 0.2816, loss_mask: 0.2677, loss: 0.8908
2022-07-31 00:14:15,307 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 7:07:34, time: 0.330, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0565, loss_cls: 0.2540, acc: 91.3396, loss_bbox: 0.2896, loss_mask: 0.2669, loss: 0.9038
2022-07-31 00:14:32,176 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 7:07:18, time: 0.337, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0576, loss_cls: 0.2463, acc: 91.7859, loss_bbox: 0.2747, loss_mask: 0.2641, loss: 0.8809
2022-07-31 00:14:48,564 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 7:06:58, time: 0.328, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0549, loss_cls: 0.2377, acc: 92.1426, loss_bbox: 0.2638, loss_mask: 0.2743, loss: 0.8661
2022-07-31 00:15:05,393 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 7:06:42, time: 0.336, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0554, loss_cls: 0.2415, acc: 91.7905, loss_bbox: 0.2746, loss_mask: 0.2729, loss: 0.8798
2022-07-31 00:15:22,131 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 7:06:24, time: 0.335, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0572, loss_cls: 0.2284, acc: 92.0854, loss_bbox: 0.2690, loss_mask: 0.2713, loss: 0.8629
2022-07-31 00:15:38,829 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 7:06:07, time: 0.334, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0536, loss_cls: 0.2347, acc: 92.0698, loss_bbox: 0.2754, loss_mask: 0.2645, loss: 0.8632
2022-07-31 00:15:55,734 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 7:05:51, time: 0.338, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0541, loss_cls: 0.2393, acc: 91.8311, loss_bbox: 0.2766, loss_mask: 0.2676, loss: 0.8747
2022-07-31 00:16:12,236 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 7:05:32, time: 0.330, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0544, loss_cls: 0.2516, acc: 91.6919, loss_bbox: 0.2767, loss_mask: 0.2670, loss: 0.8856
2022-07-31 00:16:28,726 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 7:05:13, time: 0.330, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0542, loss_cls: 0.2455, acc: 91.7417, loss_bbox: 0.2692, loss_mask: 0.2630, loss: 0.8678
2022-07-31 00:16:45,272 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 7:04:55, time: 0.331, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0591, loss_cls: 0.2597, acc: 91.3679, loss_bbox: 0.2839, loss_mask: 0.2721, loss: 0.9132
2022-07-31 00:17:01,591 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 7:04:35, time: 0.326, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0551, loss_cls: 0.2338, acc: 92.0276, loss_bbox: 0.2698, loss_mask: 0.2639, loss: 0.8585
2022-07-31 00:17:17,949 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 7:04:15, time: 0.327, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0559, loss_cls: 0.2447, acc: 91.9834, loss_bbox: 0.2700, loss_mask: 0.2693, loss: 0.8768
2022-07-31 00:17:34,542 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 7:03:57, time: 0.332, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0590, loss_cls: 0.2478, acc: 91.6360, loss_bbox: 0.2781, loss_mask: 0.2680, loss: 0.8917
2022-07-31 00:17:51,206 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 7:03:39, time: 0.333, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0556, loss_cls: 0.2355, acc: 92.0378, loss_bbox: 0.2670, loss_mask: 0.2630, loss: 0.8581
2022-07-31 00:18:07,538 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 7:03:20, time: 0.327, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0543, loss_cls: 0.2363, acc: 91.9993, loss_bbox: 0.2647, loss_mask: 0.2618, loss: 0.8542
2022-07-31 00:18:23,997 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 7:03:01, time: 0.329, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0545, loss_cls: 0.2374, acc: 91.8926, loss_bbox: 0.2758, loss_mask: 0.2671, loss: 0.8715
2022-07-31 00:18:40,573 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 7:02:42, time: 0.332, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0506, loss_cls: 0.2300, acc: 92.4153, loss_bbox: 0.2533, loss_mask: 0.2530, loss: 0.8203
2022-07-31 00:18:57,075 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 7:02:24, time: 0.330, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0553, loss_cls: 0.2405, acc: 91.7273, loss_bbox: 0.2744, loss_mask: 0.2722, loss: 0.8784
2022-07-31 00:19:13,665 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 7:02:06, time: 0.332, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0557, loss_cls: 0.2403, acc: 91.9573, loss_bbox: 0.2663, loss_mask: 0.2714, loss: 0.8724
2022-07-31 00:19:30,234 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 7:01:48, time: 0.331, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0549, loss_cls: 0.2432, acc: 91.8811, loss_bbox: 0.2674, loss_mask: 0.2626, loss: 0.8643
2022-07-31 00:19:46,622 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 7:01:28, time: 0.328, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0556, loss_cls: 0.2346, acc: 92.0925, loss_bbox: 0.2633, loss_mask: 0.2631, loss: 0.8512
2022-07-31 00:20:03,530 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 7:01:12, time: 0.338, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0586, loss_cls: 0.2540, acc: 91.5491, loss_bbox: 0.2760, loss_mask: 0.2644, loss: 0.8915
2022-07-31 00:20:19,972 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 7:00:53, time: 0.329, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0575, loss_cls: 0.2472, acc: 91.7437, loss_bbox: 0.2709, loss_mask: 0.2669, loss: 0.8800
2022-07-31 00:20:36,576 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 7:00:35, time: 0.332, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0547, loss_cls: 0.2468, acc: 91.7090, loss_bbox: 0.2721, loss_mask: 0.2655, loss: 0.8800
2022-07-31 00:20:53,023 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 7:00:17, time: 0.329, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0551, loss_cls: 0.2434, acc: 91.8589, loss_bbox: 0.2713, loss_mask: 0.2687, loss: 0.8752
2022-07-31 00:21:09,540 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 6:59:58, time: 0.330, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0537, loss_cls: 0.2483, acc: 91.6082, loss_bbox: 0.2783, loss_mask: 0.2707, loss: 0.8855
2022-07-31 00:21:26,358 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 6:59:42, time: 0.336, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0608, loss_cls: 0.2545, acc: 91.5591, loss_bbox: 0.2808, loss_mask: 0.2712, loss: 0.9080
2022-07-31 00:21:42,261 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 6:59:20, time: 0.318, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0502, loss_cls: 0.2298, acc: 92.3442, loss_bbox: 0.2572, loss_mask: 0.2640, loss: 0.8310
2022-07-31 00:21:58,965 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 6:59:02, time: 0.334, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0534, loss_cls: 0.2441, acc: 91.7708, loss_bbox: 0.2742, loss_mask: 0.2662, loss: 0.8731
2022-07-31 00:22:15,484 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 6:58:44, time: 0.330, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0532, loss_cls: 0.2409, acc: 91.8911, loss_bbox: 0.2719, loss_mask: 0.2599, loss: 0.8598
2022-07-31 00:22:32,078 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 6:58:26, time: 0.332, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0536, loss_cls: 0.2352, acc: 92.0288, loss_bbox: 0.2684, loss_mask: 0.2640, loss: 0.8609
2022-07-31 00:22:48,377 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 6:58:07, time: 0.326, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0552, loss_cls: 0.2383, acc: 91.7410, loss_bbox: 0.2746, loss_mask: 0.2636, loss: 0.8674
2022-07-31 00:23:05,132 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 6:57:50, time: 0.335, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0577, loss_cls: 0.2412, acc: 91.8535, loss_bbox: 0.2702, loss_mask: 0.2640, loss: 0.8713
2022-07-31 00:23:21,484 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 6:57:30, time: 0.327, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0564, loss_cls: 0.2486, acc: 91.6809, loss_bbox: 0.2752, loss_mask: 0.2656, loss: 0.8874
2022-07-31 00:23:37,751 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 6:57:11, time: 0.325, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0538, loss_cls: 0.2371, acc: 91.9080, loss_bbox: 0.2701, loss_mask: 0.2648, loss: 0.8605
2022-07-31 00:23:54,034 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 6:56:51, time: 0.326, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0551, loss_cls: 0.2432, acc: 91.7520, loss_bbox: 0.2712, loss_mask: 0.2606, loss: 0.8668
2022-07-31 00:24:10,418 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 6:56:32, time: 0.328, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0584, loss_cls: 0.2462, acc: 91.7529, loss_bbox: 0.2757, loss_mask: 0.2696, loss: 0.8902
2022-07-31 00:24:26,788 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 6:56:13, time: 0.327, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0577, loss_cls: 0.2455, acc: 91.7520, loss_bbox: 0.2731, loss_mask: 0.2652, loss: 0.8801
2022-07-31 00:24:42,937 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 6:55:53, time: 0.323, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0557, loss_cls: 0.2339, acc: 91.9141, loss_bbox: 0.2713, loss_mask: 0.2635, loss: 0.8577
2022-07-31 00:24:58,870 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 6:55:32, time: 0.319, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0535, loss_cls: 0.2417, acc: 91.9414, loss_bbox: 0.2728, loss_mask: 0.2660, loss: 0.8704
2022-07-31 00:25:15,349 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 6:55:13, time: 0.330, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0549, loss_cls: 0.2415, acc: 91.8311, loss_bbox: 0.2685, loss_mask: 0.2632, loss: 0.8637
2022-07-31 00:25:31,922 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 6:54:55, time: 0.331, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0539, loss_cls: 0.2451, acc: 91.6807, loss_bbox: 0.2779, loss_mask: 0.2617, loss: 0.8758
2022-07-31 00:25:48,340 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 6:54:37, time: 0.328, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0574, loss_cls: 0.2406, acc: 91.8767, loss_bbox: 0.2730, loss_mask: 0.2635, loss: 0.8720
2022-07-31 00:26:04,681 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 6:54:18, time: 0.327, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0551, loss_cls: 0.2564, acc: 91.4783, loss_bbox: 0.2791, loss_mask: 0.2639, loss: 0.8929
2022-07-31 00:26:20,942 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 6:53:58, time: 0.325, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0548, loss_cls: 0.2449, acc: 91.8850, loss_bbox: 0.2705, loss_mask: 0.2693, loss: 0.8801
2022-07-31 00:26:37,020 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 6:53:38, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0521, loss_cls: 0.2370, acc: 92.1182, loss_bbox: 0.2603, loss_mask: 0.2573, loss: 0.8398
2022-07-31 00:26:53,270 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 6:53:18, time: 0.325, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0538, loss_cls: 0.2308, acc: 92.1641, loss_bbox: 0.2624, loss_mask: 0.2604, loss: 0.8425
2022-07-31 00:27:09,198 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 6:52:57, time: 0.319, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0569, loss_cls: 0.2362, acc: 91.9172, loss_bbox: 0.2688, loss_mask: 0.2603, loss: 0.8566
2022-07-31 00:27:25,507 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 6:52:38, time: 0.326, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0563, loss_cls: 0.2405, acc: 91.7778, loss_bbox: 0.2701, loss_mask: 0.2670, loss: 0.8739
2022-07-31 00:27:41,691 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 6:52:18, time: 0.324, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0540, loss_cls: 0.2502, acc: 91.6077, loss_bbox: 0.2786, loss_mask: 0.2597, loss: 0.8791
2022-07-31 00:27:57,945 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 6:51:59, time: 0.325, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0557, loss_cls: 0.2335, acc: 92.1914, loss_bbox: 0.2590, loss_mask: 0.2595, loss: 0.8413
2022-07-31 00:28:14,247 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 6:51:40, time: 0.326, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0586, loss_cls: 0.2419, acc: 91.8152, loss_bbox: 0.2775, loss_mask: 0.2722, loss: 0.8895
2022-07-31 00:28:30,153 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 6:51:19, time: 0.318, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0494, loss_cls: 0.2212, acc: 92.5994, loss_bbox: 0.2481, loss_mask: 0.2569, loss: 0.8080
2022-07-31 00:28:46,265 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 6:50:59, time: 0.322, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0531, loss_cls: 0.2314, acc: 92.1765, loss_bbox: 0.2604, loss_mask: 0.2553, loss: 0.8352
2022-07-31 00:29:02,385 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 6:50:39, time: 0.323, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0545, loss_cls: 0.2224, acc: 92.4294, loss_bbox: 0.2571, loss_mask: 0.2604, loss: 0.8278
2022-07-31 00:29:18,640 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 6:50:20, time: 0.325, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0540, loss_cls: 0.2404, acc: 91.7810, loss_bbox: 0.2694, loss_mask: 0.2611, loss: 0.8593
2022-07-31 00:29:34,811 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 6:50:00, time: 0.323, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0594, loss_cls: 0.2453, acc: 91.8018, loss_bbox: 0.2680, loss_mask: 0.2676, loss: 0.8778
2022-07-31 00:29:51,311 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 6:49:42, time: 0.330, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0558, loss_cls: 0.2389, acc: 91.9250, loss_bbox: 0.2705, loss_mask: 0.2700, loss: 0.8717
2022-07-31 00:30:07,667 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 6:49:23, time: 0.327, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0546, loss_cls: 0.2243, acc: 92.2007, loss_bbox: 0.2597, loss_mask: 0.2660, loss: 0.8375
2022-07-31 00:30:23,920 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 6:49:04, time: 0.325, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0548, loss_cls: 0.2474, acc: 91.5752, loss_bbox: 0.2791, loss_mask: 0.2635, loss: 0.8821
2022-07-31 00:30:33,895 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-07-31 00:31:35,789 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=2.00s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=24.92s).
Accumulating evaluation results...
DONE (t=4.75s).
2022-07-31 00:32:08,035 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.350
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.584
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.375
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.214
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.388
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.457
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.321
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.539
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.629
2022-07-31 00:32:08,035 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.49s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=26.83s).
Accumulating evaluation results...
/home/tiger/.local/lib/python3.7/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
DONE (t=4.69s).
2022-07-31 00:32:42,614 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.336
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.553
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.352
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.164
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.369
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.474
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.474
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.285
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.633
2022-07-31 00:32:43,242 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-31 00:32:43,242 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.3500, bbox_mAP_50: 0.5840, bbox_mAP_75: 0.3750, bbox_mAP_s: 0.2140, bbox_mAP_m: 0.3880, bbox_mAP_l: 0.4570, bbox_mAP_copypaste: 0.350 0.584 0.375 0.214 0.388 0.457, segm_mAP: 0.3360, segm_mAP_50: 0.5530, segm_mAP_75: 0.3520, segm_mAP_s: 0.1640, segm_mAP_m: 0.3690, segm_mAP_l: 0.5060, segm_mAP_copypaste: 0.336 0.553 0.352 0.164 0.369 0.506
2022-07-31 00:33:03,669 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 6:48:06, time: 0.408, data_time: 0.098, memory: 9720, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0528, loss_cls: 0.2251, acc: 92.1724, loss_bbox: 0.2663, loss_mask: 0.2624, loss: 0.8377
2022-07-31 00:33:20,127 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 6:47:48, time: 0.329, data_time: 0.038, memory: 9720, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0520, loss_cls: 0.2251, acc: 92.1711, loss_bbox: 0.2665, loss_mask: 0.2576, loss: 0.8326
2022-07-31 00:33:36,279 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 6:47:28, time: 0.323, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0515, loss_cls: 0.2285, acc: 92.1953, loss_bbox: 0.2640, loss_mask: 0.2553, loss: 0.8294
2022-07-31 00:33:52,897 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 6:47:11, time: 0.332, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0533, loss_cls: 0.2261, acc: 92.2156, loss_bbox: 0.2664, loss_mask: 0.2587, loss: 0.8372
2022-07-31 00:34:09,168 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 6:46:52, time: 0.325, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0543, loss_cls: 0.2272, acc: 92.0947, loss_bbox: 0.2665, loss_mask: 0.2542, loss: 0.8354
2022-07-31 00:34:26,035 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 6:46:36, time: 0.337, data_time: 0.038, memory: 9720, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0565, loss_cls: 0.2415, acc: 91.8655, loss_bbox: 0.2727, loss_mask: 0.2655, loss: 0.8721
2022-07-31 00:34:42,846 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 6:46:20, time: 0.336, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0526, loss_cls: 0.2278, acc: 92.1108, loss_bbox: 0.2626, loss_mask: 0.2548, loss: 0.8313
2022-07-31 00:34:59,157 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 6:46:01, time: 0.326, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0551, loss_cls: 0.2353, acc: 91.9045, loss_bbox: 0.2676, loss_mask: 0.2627, loss: 0.8545
2022-07-31 00:35:15,524 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 6:45:43, time: 0.327, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0559, loss_cls: 0.2319, acc: 91.9971, loss_bbox: 0.2714, loss_mask: 0.2564, loss: 0.8487
2022-07-31 00:35:32,110 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 6:45:26, time: 0.332, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0523, loss_cls: 0.2224, acc: 92.2666, loss_bbox: 0.2584, loss_mask: 0.2546, loss: 0.8198
2022-07-31 00:35:48,225 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 6:45:06, time: 0.322, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0511, loss_cls: 0.2198, acc: 92.3513, loss_bbox: 0.2566, loss_mask: 0.2517, loss: 0.8106
2022-07-31 00:36:04,464 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 6:44:47, time: 0.325, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0549, loss_cls: 0.2301, acc: 92.0659, loss_bbox: 0.2662, loss_mask: 0.2620, loss: 0.8462
2022-07-31 00:36:20,382 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 6:44:27, time: 0.319, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0515, loss_cls: 0.2272, acc: 92.1846, loss_bbox: 0.2618, loss_mask: 0.2547, loss: 0.8280
2022-07-31 00:36:36,451 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 6:44:07, time: 0.321, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0514, loss_cls: 0.2360, acc: 91.9380, loss_bbox: 0.2631, loss_mask: 0.2536, loss: 0.8359
2022-07-31 00:36:52,422 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 6:43:47, time: 0.319, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0529, loss_cls: 0.2281, acc: 92.1484, loss_bbox: 0.2629, loss_mask: 0.2549, loss: 0.8313
2022-07-31 00:37:09,192 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 6:43:31, time: 0.335, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0585, loss_cls: 0.2445, acc: 91.5400, loss_bbox: 0.2822, loss_mask: 0.2717, loss: 0.8957
2022-07-31 00:37:25,455 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 6:43:12, time: 0.325, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0519, loss_cls: 0.2250, acc: 92.2539, loss_bbox: 0.2620, loss_mask: 0.2555, loss: 0.8262
2022-07-31 00:37:41,541 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 6:42:52, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0573, loss_cls: 0.2368, acc: 91.6543, loss_bbox: 0.2780, loss_mask: 0.2672, loss: 0.8750
2022-07-31 00:37:57,503 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 6:42:32, time: 0.319, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0541, loss_cls: 0.2310, acc: 92.1174, loss_bbox: 0.2628, loss_mask: 0.2556, loss: 0.8337
2022-07-31 00:38:13,399 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 6:42:12, time: 0.318, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0508, loss_cls: 0.2198, acc: 92.4465, loss_bbox: 0.2533, loss_mask: 0.2542, loss: 0.8110
2022-07-31 00:38:29,239 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 6:41:51, time: 0.317, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0526, loss_cls: 0.2244, acc: 92.3235, loss_bbox: 0.2554, loss_mask: 0.2567, loss: 0.8219
2022-07-31 00:38:45,168 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 6:41:31, time: 0.319, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0538, loss_cls: 0.2323, acc: 92.0305, loss_bbox: 0.2655, loss_mask: 0.2603, loss: 0.8442
2022-07-31 00:39:01,011 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 6:41:11, time: 0.317, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0530, loss_cls: 0.2308, acc: 92.0762, loss_bbox: 0.2634, loss_mask: 0.2621, loss: 0.8413
2022-07-31 00:39:16,971 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 6:40:51, time: 0.319, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0513, loss_cls: 0.2290, acc: 92.0371, loss_bbox: 0.2658, loss_mask: 0.2508, loss: 0.8286
2022-07-31 00:39:33,348 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 6:40:33, time: 0.328, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0525, loss_cls: 0.2205, acc: 92.2910, loss_bbox: 0.2531, loss_mask: 0.2520, loss: 0.8108
2022-07-31 00:39:49,260 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 6:40:12, time: 0.318, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0542, loss_cls: 0.2288, acc: 92.1816, loss_bbox: 0.2667, loss_mask: 0.2614, loss: 0.8423
2022-07-31 00:40:05,289 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 6:39:53, time: 0.321, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0533, loss_cls: 0.2224, acc: 92.3794, loss_bbox: 0.2567, loss_mask: 0.2586, loss: 0.8228
2022-07-31 00:40:21,759 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 6:39:35, time: 0.329, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0538, loss_cls: 0.2335, acc: 91.9243, loss_bbox: 0.2696, loss_mask: 0.2579, loss: 0.8469
2022-07-31 00:40:37,520 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 6:39:15, time: 0.315, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0512, loss_cls: 0.2201, acc: 92.2544, loss_bbox: 0.2616, loss_mask: 0.2562, loss: 0.8220
2022-07-31 00:40:53,349 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 6:38:54, time: 0.317, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0534, loss_cls: 0.2286, acc: 92.0137, loss_bbox: 0.2643, loss_mask: 0.2568, loss: 0.8369
2022-07-31 00:41:09,798 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 6:38:37, time: 0.329, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0563, loss_cls: 0.2401, acc: 91.7524, loss_bbox: 0.2731, loss_mask: 0.2607, loss: 0.8634
2022-07-31 00:41:25,813 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 6:38:17, time: 0.320, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0503, loss_cls: 0.2199, acc: 92.4087, loss_bbox: 0.2607, loss_mask: 0.2552, loss: 0.8180
2022-07-31 00:41:42,022 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 6:37:58, time: 0.324, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0541, loss_cls: 0.2373, acc: 91.9124, loss_bbox: 0.2707, loss_mask: 0.2569, loss: 0.8511
2022-07-31 00:41:58,222 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 6:37:40, time: 0.324, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0533, loss_cls: 0.2192, acc: 92.3816, loss_bbox: 0.2585, loss_mask: 0.2570, loss: 0.8196
2022-07-31 00:42:14,738 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 6:37:22, time: 0.330, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0549, loss_cls: 0.2279, acc: 92.1270, loss_bbox: 0.2631, loss_mask: 0.2571, loss: 0.8366
2022-07-31 00:42:30,847 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 6:37:03, time: 0.322, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0519, loss_cls: 0.2271, acc: 92.1743, loss_bbox: 0.2598, loss_mask: 0.2520, loss: 0.8236
2022-07-31 00:42:47,307 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 6:36:46, time: 0.329, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0545, loss_cls: 0.2328, acc: 91.9883, loss_bbox: 0.2667, loss_mask: 0.2562, loss: 0.8445
2022-07-31 00:43:03,609 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 6:36:28, time: 0.326, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0540, loss_cls: 0.2216, acc: 92.3462, loss_bbox: 0.2612, loss_mask: 0.2567, loss: 0.8265
2022-07-31 00:43:19,829 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 6:36:09, time: 0.324, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0539, loss_cls: 0.2293, acc: 92.0393, loss_bbox: 0.2715, loss_mask: 0.2584, loss: 0.8463
2022-07-31 00:43:36,018 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 6:35:50, time: 0.324, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0530, loss_cls: 0.2242, acc: 92.2461, loss_bbox: 0.2572, loss_mask: 0.2552, loss: 0.8205
2022-07-31 00:43:52,014 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 6:35:31, time: 0.320, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0520, loss_cls: 0.2310, acc: 92.1089, loss_bbox: 0.2607, loss_mask: 0.2576, loss: 0.8330
2022-07-31 00:44:08,069 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 6:35:12, time: 0.321, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0526, loss_cls: 0.2184, acc: 92.4629, loss_bbox: 0.2557, loss_mask: 0.2584, loss: 0.8156
2022-07-31 00:44:23,999 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 6:34:52, time: 0.319, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0460, loss_cls: 0.2116, acc: 92.7302, loss_bbox: 0.2445, loss_mask: 0.2468, loss: 0.7777
2022-07-31 00:44:40,041 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 6:34:33, time: 0.321, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0540, loss_cls: 0.2294, acc: 92.1465, loss_bbox: 0.2656, loss_mask: 0.2543, loss: 0.8357
2022-07-31 00:44:56,331 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 6:34:15, time: 0.326, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0543, loss_cls: 0.2232, acc: 92.3352, loss_bbox: 0.2599, loss_mask: 0.2557, loss: 0.8267
2022-07-31 00:45:12,742 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 6:33:57, time: 0.328, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0565, loss_cls: 0.2320, acc: 91.8464, loss_bbox: 0.2691, loss_mask: 0.2559, loss: 0.8472
2022-07-31 00:45:28,860 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 6:33:38, time: 0.322, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0531, loss_cls: 0.2255, acc: 92.2468, loss_bbox: 0.2658, loss_mask: 0.2584, loss: 0.8342
2022-07-31 00:45:45,116 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 6:33:20, time: 0.325, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0534, loss_cls: 0.2332, acc: 92.1296, loss_bbox: 0.2657, loss_mask: 0.2579, loss: 0.8442
2022-07-31 00:46:01,298 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 6:33:01, time: 0.324, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0540, loss_cls: 0.2272, acc: 92.0789, loss_bbox: 0.2667, loss_mask: 0.2605, loss: 0.8387
2022-07-31 00:46:17,739 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 6:32:44, time: 0.329, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0520, loss_cls: 0.2267, acc: 92.3218, loss_bbox: 0.2614, loss_mask: 0.2577, loss: 0.8313
2022-07-31 00:46:33,675 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 6:32:24, time: 0.319, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0525, loss_cls: 0.2273, acc: 92.2434, loss_bbox: 0.2574, loss_mask: 0.2553, loss: 0.8237
2022-07-31 00:46:50,031 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 6:32:07, time: 0.327, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0557, loss_cls: 0.2290, acc: 92.2114, loss_bbox: 0.2619, loss_mask: 0.2550, loss: 0.8357
2022-07-31 00:47:06,521 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 6:31:49, time: 0.330, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0557, loss_cls: 0.2343, acc: 91.8093, loss_bbox: 0.2740, loss_mask: 0.2565, loss: 0.8571
2022-07-31 00:47:22,759 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 6:31:31, time: 0.325, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0546, loss_cls: 0.2282, acc: 92.2185, loss_bbox: 0.2600, loss_mask: 0.2564, loss: 0.8341
2022-07-31 00:47:38,974 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 6:31:13, time: 0.324, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0544, loss_cls: 0.2336, acc: 92.0181, loss_bbox: 0.2616, loss_mask: 0.2562, loss: 0.8375
2022-07-31 00:47:55,491 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 6:30:56, time: 0.330, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0499, loss_cls: 0.2213, acc: 92.3267, loss_bbox: 0.2542, loss_mask: 0.2457, loss: 0.8004
2022-07-31 00:48:11,389 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 6:30:36, time: 0.318, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0519, loss_cls: 0.2309, acc: 92.1003, loss_bbox: 0.2639, loss_mask: 0.2579, loss: 0.8372
2022-07-31 00:48:27,375 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 6:30:17, time: 0.320, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0533, loss_cls: 0.2164, acc: 92.4294, loss_bbox: 0.2532, loss_mask: 0.2504, loss: 0.8058
2022-07-31 00:48:43,420 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 6:29:58, time: 0.321, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0516, loss_cls: 0.2267, acc: 92.2761, loss_bbox: 0.2580, loss_mask: 0.2563, loss: 0.8256
2022-07-31 00:48:59,254 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 6:29:38, time: 0.317, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0538, loss_cls: 0.2312, acc: 91.9980, loss_bbox: 0.2657, loss_mask: 0.2639, loss: 0.8521
2022-07-31 00:49:15,558 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 6:29:20, time: 0.326, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0545, loss_cls: 0.2228, acc: 92.2346, loss_bbox: 0.2569, loss_mask: 0.2566, loss: 0.8240
2022-07-31 00:49:31,586 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 6:29:01, time: 0.321, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0535, loss_cls: 0.2241, acc: 92.1887, loss_bbox: 0.2598, loss_mask: 0.2582, loss: 0.8267
2022-07-31 00:49:47,702 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 6:28:42, time: 0.322, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0539, loss_cls: 0.2202, acc: 92.4421, loss_bbox: 0.2575, loss_mask: 0.2611, loss: 0.8239
2022-07-31 00:50:03,860 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 6:28:24, time: 0.323, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0539, loss_cls: 0.2286, acc: 92.1160, loss_bbox: 0.2667, loss_mask: 0.2607, loss: 0.8431
2022-07-31 00:50:20,108 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 6:28:06, time: 0.325, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0527, loss_cls: 0.2257, acc: 92.2458, loss_bbox: 0.2565, loss_mask: 0.2501, loss: 0.8170
2022-07-31 00:50:36,211 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 6:27:47, time: 0.322, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0566, loss_cls: 0.2357, acc: 91.9163, loss_bbox: 0.2729, loss_mask: 0.2575, loss: 0.8545
2022-07-31 00:50:52,339 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 6:27:29, time: 0.323, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0542, loss_cls: 0.2335, acc: 92.0427, loss_bbox: 0.2650, loss_mask: 0.2562, loss: 0.8448
2022-07-31 00:51:08,305 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 6:27:10, time: 0.319, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0511, loss_cls: 0.2243, acc: 92.2925, loss_bbox: 0.2578, loss_mask: 0.2523, loss: 0.8177
2022-07-31 00:51:24,523 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 6:26:51, time: 0.324, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0543, loss_cls: 0.2291, acc: 92.1233, loss_bbox: 0.2609, loss_mask: 0.2505, loss: 0.8282
2022-07-31 00:51:40,732 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 6:26:33, time: 0.324, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0528, loss_cls: 0.2354, acc: 92.1108, loss_bbox: 0.2571, loss_mask: 0.2491, loss: 0.8282
2022-07-31 00:51:56,905 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 6:26:15, time: 0.324, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0512, loss_cls: 0.2364, acc: 91.9626, loss_bbox: 0.2653, loss_mask: 0.2537, loss: 0.8359
2022-07-31 00:52:13,097 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 6:25:57, time: 0.324, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0520, loss_cls: 0.2288, acc: 92.1807, loss_bbox: 0.2584, loss_mask: 0.2588, loss: 0.8267
2022-07-31 00:52:29,118 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 6:25:38, time: 0.320, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0522, loss_cls: 0.2248, acc: 92.3345, loss_bbox: 0.2601, loss_mask: 0.2508, loss: 0.8194
2022-07-31 00:52:45,067 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 6:25:19, time: 0.319, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0511, loss_cls: 0.2271, acc: 92.3193, loss_bbox: 0.2582, loss_mask: 0.2515, loss: 0.8188
2022-07-31 00:53:01,120 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 6:25:00, time: 0.321, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0556, loss_cls: 0.2371, acc: 91.8228, loss_bbox: 0.2741, loss_mask: 0.2557, loss: 0.8548
2022-07-31 00:53:17,234 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 6:24:42, time: 0.322, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0518, loss_cls: 0.2173, acc: 92.4434, loss_bbox: 0.2531, loss_mask: 0.2546, loss: 0.8068
2022-07-31 00:53:33,360 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 6:24:23, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0530, loss_cls: 0.2179, acc: 92.3518, loss_bbox: 0.2540, loss_mask: 0.2533, loss: 0.8111
2022-07-31 00:53:49,107 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 6:24:03, time: 0.315, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0515, loss_cls: 0.2278, acc: 92.2297, loss_bbox: 0.2566, loss_mask: 0.2562, loss: 0.8249
2022-07-31 00:54:05,589 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 6:23:46, time: 0.330, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0541, loss_cls: 0.2282, acc: 92.1704, loss_bbox: 0.2624, loss_mask: 0.2559, loss: 0.8340
2022-07-31 00:54:21,555 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 6:23:27, time: 0.319, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0568, loss_cls: 0.2310, acc: 92.0935, loss_bbox: 0.2675, loss_mask: 0.2521, loss: 0.8399
2022-07-31 00:54:37,454 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 6:23:08, time: 0.318, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0550, loss_cls: 0.2237, acc: 92.3052, loss_bbox: 0.2565, loss_mask: 0.2596, loss: 0.8254
2022-07-31 00:54:53,730 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 6:22:50, time: 0.325, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0507, loss_cls: 0.2166, acc: 92.6245, loss_bbox: 0.2489, loss_mask: 0.2525, loss: 0.7999
2022-07-31 00:55:09,745 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 6:22:32, time: 0.321, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0541, loss_cls: 0.2241, acc: 92.2527, loss_bbox: 0.2588, loss_mask: 0.2550, loss: 0.8253
2022-07-31 00:55:25,904 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 6:22:13, time: 0.323, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0520, loss_cls: 0.2231, acc: 92.3296, loss_bbox: 0.2526, loss_mask: 0.2534, loss: 0.8159
2022-07-31 00:55:42,092 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 6:21:55, time: 0.324, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0552, loss_cls: 0.2312, acc: 92.0547, loss_bbox: 0.2614, loss_mask: 0.2578, loss: 0.8378
2022-07-31 00:55:58,142 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 6:21:37, time: 0.321, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0516, loss_cls: 0.2373, acc: 91.8809, loss_bbox: 0.2673, loss_mask: 0.2567, loss: 0.8476
2022-07-31 00:56:14,271 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 6:21:18, time: 0.323, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0505, loss_cls: 0.2242, acc: 92.2314, loss_bbox: 0.2587, loss_mask: 0.2462, loss: 0.8072
2022-07-31 00:56:30,435 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 6:21:00, time: 0.323, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0523, loss_cls: 0.2298, acc: 92.0056, loss_bbox: 0.2675, loss_mask: 0.2553, loss: 0.8360
2022-07-31 00:56:46,553 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 6:20:42, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0502, loss_cls: 0.2247, acc: 92.1895, loss_bbox: 0.2579, loss_mask: 0.2523, loss: 0.8151
2022-07-31 00:57:02,545 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 6:20:23, time: 0.320, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0495, loss_cls: 0.2191, acc: 92.5352, loss_bbox: 0.2516, loss_mask: 0.2460, loss: 0.7966
2022-07-31 00:57:18,632 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 6:20:05, time: 0.322, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0504, loss_cls: 0.2263, acc: 92.2915, loss_bbox: 0.2602, loss_mask: 0.2510, loss: 0.8222
2022-07-31 00:57:34,370 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 6:19:45, time: 0.315, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0506, loss_cls: 0.2205, acc: 92.4966, loss_bbox: 0.2530, loss_mask: 0.2459, loss: 0.7993
2022-07-31 00:57:50,485 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 6:19:27, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0547, loss_cls: 0.2265, acc: 92.1377, loss_bbox: 0.2617, loss_mask: 0.2596, loss: 0.8382
2022-07-31 00:58:06,552 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 6:19:09, time: 0.321, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0530, loss_cls: 0.2243, acc: 92.0667, loss_bbox: 0.2589, loss_mask: 0.2556, loss: 0.8237
2022-07-31 00:58:22,582 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 6:18:50, time: 0.321, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0505, loss_cls: 0.2212, acc: 92.3804, loss_bbox: 0.2506, loss_mask: 0.2490, loss: 0.8036
2022-07-31 00:58:38,649 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 6:18:32, time: 0.321, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0520, loss_cls: 0.2263, acc: 92.3088, loss_bbox: 0.2536, loss_mask: 0.2486, loss: 0.8114
2022-07-31 00:58:55,266 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 6:18:15, time: 0.332, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0510, loss_cls: 0.2245, acc: 92.1990, loss_bbox: 0.2565, loss_mask: 0.2581, loss: 0.8210
2022-07-31 00:59:11,320 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 6:17:57, time: 0.321, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0535, loss_cls: 0.2207, acc: 92.3513, loss_bbox: 0.2559, loss_mask: 0.2581, loss: 0.8218
2022-07-31 00:59:27,337 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 6:17:38, time: 0.320, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0543, loss_cls: 0.2251, acc: 92.4033, loss_bbox: 0.2589, loss_mask: 0.2549, loss: 0.8236
2022-07-31 00:59:42,992 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 6:17:19, time: 0.313, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0505, loss_cls: 0.2113, acc: 92.6826, loss_bbox: 0.2415, loss_mask: 0.2462, loss: 0.7799
2022-07-31 00:59:59,129 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 6:17:00, time: 0.323, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0485, loss_cls: 0.2214, acc: 92.3633, loss_bbox: 0.2577, loss_mask: 0.2514, loss: 0.8106
2022-07-31 01:00:15,183 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 6:16:42, time: 0.321, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0519, loss_cls: 0.2255, acc: 92.2722, loss_bbox: 0.2602, loss_mask: 0.2502, loss: 0.8192
2022-07-31 01:00:31,457 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 6:16:25, time: 0.326, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0536, loss_cls: 0.2340, acc: 92.0549, loss_bbox: 0.2610, loss_mask: 0.2509, loss: 0.8319
2022-07-31 01:00:47,302 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 6:16:05, time: 0.317, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0503, loss_cls: 0.2259, acc: 92.2900, loss_bbox: 0.2555, loss_mask: 0.2540, loss: 0.8157
2022-07-31 01:01:03,267 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 6:15:47, time: 0.319, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0552, loss_cls: 0.2364, acc: 91.9739, loss_bbox: 0.2653, loss_mask: 0.2600, loss: 0.8500
2022-07-31 01:01:19,197 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 6:15:28, time: 0.319, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0490, loss_cls: 0.2173, acc: 92.5886, loss_bbox: 0.2478, loss_mask: 0.2517, loss: 0.7944
2022-07-31 01:01:35,292 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 6:15:10, time: 0.322, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0489, loss_cls: 0.2152, acc: 92.5771, loss_bbox: 0.2524, loss_mask: 0.2591, loss: 0.8036
2022-07-31 01:01:51,368 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 6:14:52, time: 0.322, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0528, loss_cls: 0.2260, acc: 92.2549, loss_bbox: 0.2514, loss_mask: 0.2519, loss: 0.8146
2022-07-31 01:02:07,569 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 6:14:34, time: 0.324, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0543, loss_cls: 0.2308, acc: 92.2239, loss_bbox: 0.2586, loss_mask: 0.2592, loss: 0.8373
2022-07-31 01:02:23,470 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 6:14:15, time: 0.318, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0522, loss_cls: 0.2295, acc: 92.2344, loss_bbox: 0.2547, loss_mask: 0.2513, loss: 0.8203
2022-07-31 01:02:39,749 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 6:13:58, time: 0.326, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0528, loss_cls: 0.2257, acc: 92.1553, loss_bbox: 0.2623, loss_mask: 0.2551, loss: 0.8258
2022-07-31 01:02:56,216 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 6:13:41, time: 0.329, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0561, loss_cls: 0.2267, acc: 92.2366, loss_bbox: 0.2590, loss_mask: 0.2556, loss: 0.8337
2022-07-31 01:03:12,167 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 6:13:22, time: 0.319, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0516, loss_cls: 0.2263, acc: 92.3547, loss_bbox: 0.2578, loss_mask: 0.2491, loss: 0.8163
2022-07-31 01:03:28,368 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 6:13:04, time: 0.324, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0532, loss_cls: 0.2218, acc: 92.4680, loss_bbox: 0.2520, loss_mask: 0.2557, loss: 0.8153
2022-07-31 01:03:44,620 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 6:12:47, time: 0.325, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0542, loss_cls: 0.2242, acc: 92.3174, loss_bbox: 0.2546, loss_mask: 0.2495, loss: 0.8170
2022-07-31 01:04:00,645 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 6:12:29, time: 0.321, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0526, loss_cls: 0.2149, acc: 92.6426, loss_bbox: 0.2461, loss_mask: 0.2522, loss: 0.7997
2022-07-31 01:04:16,576 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 6:12:10, time: 0.319, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0512, loss_cls: 0.2252, acc: 92.2139, loss_bbox: 0.2524, loss_mask: 0.2559, loss: 0.8189
2022-07-31 01:04:32,562 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 6:11:52, time: 0.320, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0517, loss_cls: 0.2193, acc: 92.5178, loss_bbox: 0.2470, loss_mask: 0.2482, loss: 0.7960
2022-07-31 01:04:48,588 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 6:11:33, time: 0.321, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0513, loss_cls: 0.2249, acc: 92.2800, loss_bbox: 0.2588, loss_mask: 0.2535, loss: 0.8188
2022-07-31 01:05:04,604 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 6:11:15, time: 0.320, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0507, loss_cls: 0.2254, acc: 92.3652, loss_bbox: 0.2515, loss_mask: 0.2539, loss: 0.8133
2022-07-31 01:05:20,355 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 6:10:56, time: 0.315, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0478, loss_cls: 0.2204, acc: 92.5220, loss_bbox: 0.2476, loss_mask: 0.2513, loss: 0.7969
2022-07-31 01:05:36,399 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 6:10:38, time: 0.321, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0501, loss_cls: 0.2264, acc: 92.3914, loss_bbox: 0.2497, loss_mask: 0.2522, loss: 0.8094
2022-07-31 01:05:52,461 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 6:10:20, time: 0.321, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0512, loss_cls: 0.2331, acc: 92.0474, loss_bbox: 0.2600, loss_mask: 0.2503, loss: 0.8262
2022-07-31 01:06:09,063 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 6:10:03, time: 0.332, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0566, loss_cls: 0.2299, acc: 92.0244, loss_bbox: 0.2676, loss_mask: 0.2564, loss: 0.8477
2022-07-31 01:06:25,261 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 6:09:46, time: 0.324, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0533, loss_cls: 0.2296, acc: 92.1521, loss_bbox: 0.2606, loss_mask: 0.2508, loss: 0.8291
2022-07-31 01:06:41,294 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 6:09:27, time: 0.321, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0510, loss_cls: 0.2177, acc: 92.4961, loss_bbox: 0.2472, loss_mask: 0.2449, loss: 0.7925
2022-07-31 01:06:57,156 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 6:09:09, time: 0.317, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0495, loss_cls: 0.2163, acc: 92.6616, loss_bbox: 0.2391, loss_mask: 0.2491, loss: 0.7847
2022-07-31 01:07:13,187 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 6:08:50, time: 0.321, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0529, loss_cls: 0.2274, acc: 92.1956, loss_bbox: 0.2576, loss_mask: 0.2530, loss: 0.8214
2022-07-31 01:07:29,128 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 6:08:32, time: 0.319, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0508, loss_cls: 0.2203, acc: 92.4592, loss_bbox: 0.2515, loss_mask: 0.2505, loss: 0.8053
2022-07-31 01:07:45,261 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 6:08:14, time: 0.323, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0529, loss_cls: 0.2208, acc: 92.3682, loss_bbox: 0.2544, loss_mask: 0.2477, loss: 0.8091
2022-07-31 01:08:01,467 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 6:07:57, time: 0.324, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0534, loss_cls: 0.2320, acc: 92.0471, loss_bbox: 0.2679, loss_mask: 0.2555, loss: 0.8411
2022-07-31 01:08:17,758 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 6:07:39, time: 0.326, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0517, loss_cls: 0.2172, acc: 92.5623, loss_bbox: 0.2471, loss_mask: 0.2531, loss: 0.8004
2022-07-31 01:08:34,008 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 6:07:22, time: 0.325, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0543, loss_cls: 0.2280, acc: 92.1421, loss_bbox: 0.2637, loss_mask: 0.2531, loss: 0.8316
2022-07-31 01:08:50,331 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 6:07:05, time: 0.326, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0571, loss_cls: 0.2318, acc: 92.0366, loss_bbox: 0.2592, loss_mask: 0.2541, loss: 0.8363
2022-07-31 01:09:06,029 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 6:06:46, time: 0.314, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0499, loss_cls: 0.2133, acc: 92.6829, loss_bbox: 0.2445, loss_mask: 0.2484, loss: 0.7868
2022-07-31 01:09:21,919 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 6:06:27, time: 0.318, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0512, loss_cls: 0.2346, acc: 91.9321, loss_bbox: 0.2630, loss_mask: 0.2542, loss: 0.8351
2022-07-31 01:09:37,553 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 6:06:08, time: 0.312, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0486, loss_cls: 0.2249, acc: 92.2407, loss_bbox: 0.2570, loss_mask: 0.2521, loss: 0.8120
2022-07-31 01:09:53,457 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 6:05:49, time: 0.318, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0511, loss_cls: 0.2236, acc: 92.3289, loss_bbox: 0.2495, loss_mask: 0.2493, loss: 0.8051
2022-07-31 01:10:09,651 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 6:05:32, time: 0.324, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0562, loss_cls: 0.2334, acc: 92.1455, loss_bbox: 0.2590, loss_mask: 0.2534, loss: 0.8367
2022-07-31 01:10:26,027 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 6:05:15, time: 0.328, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0541, loss_cls: 0.2330, acc: 91.9944, loss_bbox: 0.2649, loss_mask: 0.2529, loss: 0.8395
2022-07-31 01:10:42,000 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 6:04:56, time: 0.319, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0502, loss_cls: 0.2228, acc: 92.3223, loss_bbox: 0.2509, loss_mask: 0.2492, loss: 0.8047
2022-07-31 01:10:58,096 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 6:04:39, time: 0.322, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0515, loss_cls: 0.2258, acc: 92.1921, loss_bbox: 0.2617, loss_mask: 0.2589, loss: 0.8291
2022-07-31 01:11:14,061 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 6:04:20, time: 0.319, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0496, loss_cls: 0.2185, acc: 92.4924, loss_bbox: 0.2504, loss_mask: 0.2513, loss: 0.8003
2022-07-31 01:11:30,115 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 6:04:02, time: 0.321, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0505, loss_cls: 0.2215, acc: 92.4043, loss_bbox: 0.2543, loss_mask: 0.2522, loss: 0.8110
2022-07-31 01:11:46,376 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 6:03:45, time: 0.325, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0522, loss_cls: 0.2259, acc: 92.2358, loss_bbox: 0.2573, loss_mask: 0.2513, loss: 0.8188
2022-07-31 01:12:02,300 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 6:03:27, time: 0.319, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0514, loss_cls: 0.2255, acc: 92.2639, loss_bbox: 0.2555, loss_mask: 0.2558, loss: 0.8206
2022-07-31 01:12:12,303 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-07-31 01:13:16,132 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.17s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=27.48s).
Accumulating evaluation results...
DONE (t=4.69s).
2022-07-31 01:13:49,081 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.381
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.611
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.412
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.235
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.412
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.526
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.526
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.526
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.352
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.565
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.658
2022-07-31 01:13:49,081 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.52s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=27.72s).
Accumulating evaluation results...
/home/tiger/.local/lib/python3.7/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
DONE (t=4.71s).
2022-07-31 01:14:24,631 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.582
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.182
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.390
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.497
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.497
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.497
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.312
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.641
2022-07-31 01:14:25,252 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-31 01:14:25,253 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.3810, bbox_mAP_50: 0.6110, bbox_mAP_75: 0.4120, bbox_mAP_s: 0.2350, bbox_mAP_m: 0.4120, bbox_mAP_l: 0.4980, bbox_mAP_copypaste: 0.381 0.611 0.412 0.235 0.412 0.498, segm_mAP: 0.3600, segm_mAP_50: 0.5820, segm_mAP_75: 0.3850, segm_mAP_s: 0.1820, segm_mAP_m: 0.3900, segm_mAP_l: 0.5250, segm_mAP_copypaste: 0.360 0.582 0.385 0.182 0.390 0.525
2022-07-31 01:14:46,026 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 6:02:43, time: 0.415, data_time: 0.104, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0500, loss_cls: 0.2158, acc: 92.4866, loss_bbox: 0.2510, loss_mask: 0.2444, loss: 0.7898
2022-07-31 01:15:02,922 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 6:02:28, time: 0.338, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0523, loss_cls: 0.2160, acc: 92.3411, loss_bbox: 0.2546, loss_mask: 0.2485, loss: 0.8008
2022-07-31 01:15:19,469 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 6:02:12, time: 0.331, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0491, loss_cls: 0.2086, acc: 92.6221, loss_bbox: 0.2492, loss_mask: 0.2445, loss: 0.7806
2022-07-31 01:15:36,200 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 6:01:56, time: 0.335, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0501, loss_cls: 0.2141, acc: 92.5173, loss_bbox: 0.2503, loss_mask: 0.2517, loss: 0.7960
2022-07-31 01:15:52,941 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 6:01:40, time: 0.334, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0476, loss_cls: 0.2117, acc: 92.6604, loss_bbox: 0.2483, loss_mask: 0.2499, loss: 0.7841
2022-07-31 01:16:09,339 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 6:01:23, time: 0.328, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0491, loss_cls: 0.2122, acc: 92.5332, loss_bbox: 0.2495, loss_mask: 0.2478, loss: 0.7873
2022-07-31 01:16:26,173 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 6:01:08, time: 0.337, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0516, loss_cls: 0.2150, acc: 92.4751, loss_bbox: 0.2521, loss_mask: 0.2465, loss: 0.7931
2022-07-31 01:16:43,071 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 6:00:52, time: 0.338, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0479, loss_cls: 0.2091, acc: 92.8022, loss_bbox: 0.2399, loss_mask: 0.2417, loss: 0.7671
2022-07-31 01:16:59,826 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 6:00:36, time: 0.335, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0497, loss_cls: 0.2127, acc: 92.4580, loss_bbox: 0.2518, loss_mask: 0.2497, loss: 0.7913
2022-07-31 01:17:16,691 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 6:00:21, time: 0.337, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0497, loss_cls: 0.2123, acc: 92.4946, loss_bbox: 0.2501, loss_mask: 0.2437, loss: 0.7843
2022-07-31 01:17:33,337 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 6:00:05, time: 0.333, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0519, loss_cls: 0.2127, acc: 92.5483, loss_bbox: 0.2516, loss_mask: 0.2481, loss: 0.7928
2022-07-31 01:17:50,319 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 5:59:50, time: 0.340, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0510, loss_cls: 0.2145, acc: 92.4500, loss_bbox: 0.2553, loss_mask: 0.2488, loss: 0.8013
2022-07-31 01:18:06,946 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 5:59:33, time: 0.332, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0495, loss_cls: 0.2123, acc: 92.6411, loss_bbox: 0.2474, loss_mask: 0.2425, loss: 0.7802
2022-07-31 01:18:23,594 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 5:59:17, time: 0.333, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0532, loss_cls: 0.2188, acc: 92.4087, loss_bbox: 0.2523, loss_mask: 0.2476, loss: 0.8042
2022-07-31 01:18:40,265 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 5:59:01, time: 0.333, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0524, loss_cls: 0.2056, acc: 92.7061, loss_bbox: 0.2460, loss_mask: 0.2409, loss: 0.7723
2022-07-31 01:18:57,211 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 5:58:46, time: 0.339, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0528, loss_cls: 0.2191, acc: 92.2437, loss_bbox: 0.2567, loss_mask: 0.2418, loss: 0.7977
2022-07-31 01:19:13,785 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 5:58:30, time: 0.331, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0532, loss_cls: 0.2217, acc: 92.2375, loss_bbox: 0.2580, loss_mask: 0.2472, loss: 0.8130
2022-07-31 01:19:30,179 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 5:58:13, time: 0.328, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0497, loss_cls: 0.2092, acc: 92.7048, loss_bbox: 0.2436, loss_mask: 0.2479, loss: 0.7797
2022-07-31 01:19:47,100 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 5:57:57, time: 0.339, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0523, loss_cls: 0.2201, acc: 92.1804, loss_bbox: 0.2580, loss_mask: 0.2490, loss: 0.8112
2022-07-31 01:20:03,700 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 5:57:41, time: 0.332, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0510, loss_cls: 0.2167, acc: 92.3245, loss_bbox: 0.2565, loss_mask: 0.2487, loss: 0.8019
2022-07-31 01:20:20,094 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 5:57:24, time: 0.328, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0503, loss_cls: 0.2228, acc: 92.1838, loss_bbox: 0.2633, loss_mask: 0.2538, loss: 0.8191
2022-07-31 01:20:36,716 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 5:57:08, time: 0.332, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0530, loss_cls: 0.2155, acc: 92.5420, loss_bbox: 0.2518, loss_mask: 0.2463, loss: 0.7949
2022-07-31 01:20:53,506 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 5:56:52, time: 0.336, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0505, loss_cls: 0.2200, acc: 92.2959, loss_bbox: 0.2589, loss_mask: 0.2528, loss: 0.8118
2022-07-31 01:21:09,771 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 5:56:35, time: 0.325, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0484, loss_cls: 0.2088, acc: 92.7952, loss_bbox: 0.2438, loss_mask: 0.2401, loss: 0.7692
2022-07-31 01:21:26,489 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 5:56:19, time: 0.334, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0493, loss_cls: 0.2049, acc: 92.7336, loss_bbox: 0.2463, loss_mask: 0.2432, loss: 0.7739
2022-07-31 01:21:43,251 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 5:56:03, time: 0.335, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0514, loss_cls: 0.2149, acc: 92.4792, loss_bbox: 0.2520, loss_mask: 0.2445, loss: 0.7922
2022-07-31 01:21:59,994 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 5:55:47, time: 0.335, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0533, loss_cls: 0.2145, acc: 92.4912, loss_bbox: 0.2514, loss_mask: 0.2437, loss: 0.7943
2022-07-31 01:22:16,798 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 5:55:32, time: 0.336, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0505, loss_cls: 0.2089, acc: 92.7454, loss_bbox: 0.2453, loss_mask: 0.2437, loss: 0.7786
2022-07-31 01:22:33,402 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 5:55:15, time: 0.332, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0524, loss_cls: 0.2242, acc: 92.3406, loss_bbox: 0.2549, loss_mask: 0.2408, loss: 0.8028
2022-07-31 01:22:49,992 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 5:54:59, time: 0.332, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0521, loss_cls: 0.2167, acc: 92.3538, loss_bbox: 0.2585, loss_mask: 0.2521, loss: 0.8079
2022-07-31 01:23:06,774 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 5:54:43, time: 0.336, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0502, loss_cls: 0.2151, acc: 92.4651, loss_bbox: 0.2473, loss_mask: 0.2507, loss: 0.7924
2022-07-31 01:23:23,505 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 5:54:27, time: 0.335, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0528, loss_cls: 0.2230, acc: 92.2397, loss_bbox: 0.2568, loss_mask: 0.2517, loss: 0.8145
2022-07-31 01:23:40,205 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 5:54:11, time: 0.334, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0519, loss_cls: 0.2225, acc: 92.2864, loss_bbox: 0.2575, loss_mask: 0.2455, loss: 0.8056
2022-07-31 01:23:56,891 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 5:53:55, time: 0.334, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0495, loss_cls: 0.2112, acc: 92.7029, loss_bbox: 0.2452, loss_mask: 0.2468, loss: 0.7798
2022-07-31 01:24:13,388 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 5:53:39, time: 0.330, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0496, loss_cls: 0.2147, acc: 92.6157, loss_bbox: 0.2447, loss_mask: 0.2408, loss: 0.7778
2022-07-31 01:24:29,759 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 5:53:22, time: 0.327, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0529, loss_cls: 0.2146, acc: 92.4583, loss_bbox: 0.2507, loss_mask: 0.2434, loss: 0.7921
2022-07-31 01:24:45,976 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 5:53:04, time: 0.324, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0488, loss_cls: 0.2037, acc: 92.9102, loss_bbox: 0.2420, loss_mask: 0.2430, loss: 0.7629
2022-07-31 01:25:02,594 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 5:52:48, time: 0.332, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0486, loss_cls: 0.2130, acc: 92.5806, loss_bbox: 0.2465, loss_mask: 0.2486, loss: 0.7838
2022-07-31 01:25:18,611 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 5:52:30, time: 0.320, data_time: 0.023, memory: 9720, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0479, loss_cls: 0.2104, acc: 92.7693, loss_bbox: 0.2418, loss_mask: 0.2470, loss: 0.7768
2022-07-31 01:25:35,328 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 5:52:14, time: 0.334, data_time: 0.039, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0502, loss_cls: 0.2134, acc: 92.4126, loss_bbox: 0.2480, loss_mask: 0.2403, loss: 0.7797
2022-07-31 01:25:52,273 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 5:51:59, time: 0.339, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0511, loss_cls: 0.2189, acc: 92.4497, loss_bbox: 0.2529, loss_mask: 0.2498, loss: 0.8015
2022-07-31 01:26:09,098 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 5:51:43, time: 0.336, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0524, loss_cls: 0.2230, acc: 92.2258, loss_bbox: 0.2551, loss_mask: 0.2478, loss: 0.8097
2022-07-31 01:26:25,759 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 5:51:27, time: 0.333, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0531, loss_cls: 0.2149, acc: 92.5532, loss_bbox: 0.2488, loss_mask: 0.2489, loss: 0.7977
2022-07-31 01:26:41,889 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 5:51:09, time: 0.323, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0469, loss_cls: 0.2117, acc: 92.7034, loss_bbox: 0.2406, loss_mask: 0.2452, loss: 0.7710
2022-07-31 01:26:58,450 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 5:50:53, time: 0.331, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0503, loss_cls: 0.2178, acc: 92.3586, loss_bbox: 0.2528, loss_mask: 0.2440, loss: 0.7918
2022-07-31 01:27:14,871 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 5:50:36, time: 0.328, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0485, loss_cls: 0.2105, acc: 92.6506, loss_bbox: 0.2446, loss_mask: 0.2447, loss: 0.7778
2022-07-31 01:27:31,142 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 5:50:19, time: 0.325, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0497, loss_cls: 0.2174, acc: 92.4856, loss_bbox: 0.2491, loss_mask: 0.2488, loss: 0.7947
2022-07-31 01:27:47,924 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 5:50:03, time: 0.335, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0528, loss_cls: 0.2219, acc: 92.2734, loss_bbox: 0.2538, loss_mask: 0.2505, loss: 0.8101
2022-07-31 01:28:04,129 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 5:49:46, time: 0.324, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0484, loss_cls: 0.2118, acc: 92.6477, loss_bbox: 0.2463, loss_mask: 0.2505, loss: 0.7835
2022-07-31 01:28:20,747 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 5:49:30, time: 0.332, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0501, loss_cls: 0.2161, acc: 92.5288, loss_bbox: 0.2465, loss_mask: 0.2439, loss: 0.7856
2022-07-31 01:28:37,325 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 5:49:13, time: 0.332, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0502, loss_cls: 0.2140, acc: 92.4634, loss_bbox: 0.2511, loss_mask: 0.2525, loss: 0.7960
2022-07-31 01:28:53,783 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 5:48:57, time: 0.329, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0496, loss_cls: 0.2206, acc: 92.3269, loss_bbox: 0.2582, loss_mask: 0.2544, loss: 0.8113
2022-07-31 01:29:10,157 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 5:48:40, time: 0.327, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0523, loss_cls: 0.2284, acc: 92.0405, loss_bbox: 0.2614, loss_mask: 0.2462, loss: 0.8181
2022-07-31 01:29:26,484 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 5:48:23, time: 0.327, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0516, loss_cls: 0.2114, acc: 92.6287, loss_bbox: 0.2481, loss_mask: 0.2482, loss: 0.7904
2022-07-31 01:29:42,420 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 5:48:05, time: 0.318, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0470, loss_cls: 0.2011, acc: 93.0659, loss_bbox: 0.2356, loss_mask: 0.2404, loss: 0.7542
2022-07-31 01:29:58,624 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 5:47:47, time: 0.324, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0515, loss_cls: 0.2196, acc: 92.2297, loss_bbox: 0.2597, loss_mask: 0.2424, loss: 0.8019
2022-07-31 01:30:14,819 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 5:47:30, time: 0.324, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0497, loss_cls: 0.2168, acc: 92.2573, loss_bbox: 0.2568, loss_mask: 0.2464, loss: 0.8011
2022-07-31 01:30:30,921 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 5:47:12, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0508, loss_cls: 0.2115, acc: 92.5422, loss_bbox: 0.2472, loss_mask: 0.2470, loss: 0.7883
2022-07-31 01:30:46,994 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 5:46:55, time: 0.321, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0496, loss_cls: 0.2131, acc: 92.6414, loss_bbox: 0.2455, loss_mask: 0.2485, loss: 0.7863
2022-07-31 01:31:03,062 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 5:46:37, time: 0.321, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0504, loss_cls: 0.2176, acc: 92.4355, loss_bbox: 0.2432, loss_mask: 0.2414, loss: 0.7841
2022-07-31 01:31:19,216 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 5:46:20, time: 0.323, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0490, loss_cls: 0.2229, acc: 92.3743, loss_bbox: 0.2511, loss_mask: 0.2492, loss: 0.8019
2022-07-31 01:31:35,356 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 5:46:02, time: 0.323, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0515, loss_cls: 0.2233, acc: 92.4153, loss_bbox: 0.2523, loss_mask: 0.2436, loss: 0.8019
2022-07-31 01:31:51,929 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 5:45:46, time: 0.331, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0504, loss_cls: 0.2134, acc: 92.5259, loss_bbox: 0.2510, loss_mask: 0.2466, loss: 0.7920
2022-07-31 01:32:08,359 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 5:45:29, time: 0.329, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0510, loss_cls: 0.2154, acc: 92.3811, loss_bbox: 0.2502, loss_mask: 0.2435, loss: 0.7905
2022-07-31 01:32:24,554 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 5:45:12, time: 0.324, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0507, loss_cls: 0.2156, acc: 92.6423, loss_bbox: 0.2471, loss_mask: 0.2463, loss: 0.7902
2022-07-31 01:32:40,607 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 5:44:54, time: 0.321, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0503, loss_cls: 0.2075, acc: 92.7795, loss_bbox: 0.2395, loss_mask: 0.2464, loss: 0.7751
2022-07-31 01:32:57,227 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 5:44:38, time: 0.332, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0536, loss_cls: 0.2301, acc: 92.0032, loss_bbox: 0.2640, loss_mask: 0.2484, loss: 0.8281
2022-07-31 01:33:13,550 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 5:44:21, time: 0.327, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0500, loss_cls: 0.2168, acc: 92.4482, loss_bbox: 0.2549, loss_mask: 0.2495, loss: 0.7999
2022-07-31 01:33:29,801 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 5:44:04, time: 0.325, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0486, loss_cls: 0.2104, acc: 92.6155, loss_bbox: 0.2463, loss_mask: 0.2450, loss: 0.7809
2022-07-31 01:33:45,970 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 5:43:47, time: 0.323, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0500, loss_cls: 0.2118, acc: 92.6357, loss_bbox: 0.2457, loss_mask: 0.2455, loss: 0.7809
2022-07-31 01:34:02,683 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 5:43:31, time: 0.334, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0529, loss_cls: 0.2164, acc: 92.4514, loss_bbox: 0.2524, loss_mask: 0.2520, loss: 0.8035
2022-07-31 01:34:18,743 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 5:43:13, time: 0.321, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0486, loss_cls: 0.2116, acc: 92.5457, loss_bbox: 0.2491, loss_mask: 0.2453, loss: 0.7835
2022-07-31 01:34:35,051 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 5:42:56, time: 0.326, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0495, loss_cls: 0.2164, acc: 92.5710, loss_bbox: 0.2491, loss_mask: 0.2490, loss: 0.7949
2022-07-31 01:34:50,930 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 5:42:38, time: 0.318, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0482, loss_cls: 0.2004, acc: 93.0405, loss_bbox: 0.2345, loss_mask: 0.2411, loss: 0.7519
2022-07-31 01:35:07,178 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 5:42:21, time: 0.325, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0502, loss_cls: 0.2181, acc: 92.4268, loss_bbox: 0.2498, loss_mask: 0.2453, loss: 0.7898
2022-07-31 01:35:23,752 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 5:42:04, time: 0.331, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0498, loss_cls: 0.2140, acc: 92.6196, loss_bbox: 0.2426, loss_mask: 0.2374, loss: 0.7721
2022-07-31 01:35:39,938 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 5:41:47, time: 0.324, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0502, loss_cls: 0.2135, acc: 92.5042, loss_bbox: 0.2472, loss_mask: 0.2485, loss: 0.7885
2022-07-31 01:35:56,386 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 5:41:30, time: 0.329, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0491, loss_cls: 0.2115, acc: 92.6299, loss_bbox: 0.2433, loss_mask: 0.2449, loss: 0.7769
2022-07-31 01:36:12,849 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 5:41:14, time: 0.329, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0540, loss_cls: 0.2190, acc: 92.3855, loss_bbox: 0.2506, loss_mask: 0.2461, loss: 0.7998
2022-07-31 01:36:29,177 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 5:40:57, time: 0.327, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0522, loss_cls: 0.2170, acc: 92.3989, loss_bbox: 0.2544, loss_mask: 0.2423, loss: 0.7969
2022-07-31 01:36:45,602 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 5:40:40, time: 0.328, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0496, loss_cls: 0.2257, acc: 92.1216, loss_bbox: 0.2597, loss_mask: 0.2496, loss: 0.8120
2022-07-31 01:37:01,906 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 5:40:23, time: 0.326, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0469, loss_cls: 0.2184, acc: 92.4128, loss_bbox: 0.2471, loss_mask: 0.2508, loss: 0.7924
2022-07-31 01:37:17,904 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 5:40:06, time: 0.320, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0508, loss_cls: 0.2188, acc: 92.3433, loss_bbox: 0.2546, loss_mask: 0.2518, loss: 0.8051
2022-07-31 01:37:33,898 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 5:39:48, time: 0.320, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0489, loss_cls: 0.2080, acc: 92.7939, loss_bbox: 0.2404, loss_mask: 0.2444, loss: 0.7688
2022-07-31 01:37:50,324 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 5:39:31, time: 0.328, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0489, loss_cls: 0.2112, acc: 92.6084, loss_bbox: 0.2467, loss_mask: 0.2393, loss: 0.7736
2022-07-31 01:38:06,280 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 5:39:13, time: 0.319, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0464, loss_cls: 0.2090, acc: 92.8518, loss_bbox: 0.2420, loss_mask: 0.2482, loss: 0.7725
2022-07-31 01:38:22,408 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 5:38:56, time: 0.323, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0499, loss_cls: 0.2197, acc: 92.4299, loss_bbox: 0.2496, loss_mask: 0.2501, loss: 0.7978
2022-07-31 01:38:38,334 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 5:38:38, time: 0.319, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0467, loss_cls: 0.2101, acc: 92.6204, loss_bbox: 0.2420, loss_mask: 0.2447, loss: 0.7730
2022-07-31 01:38:54,592 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 5:38:21, time: 0.325, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0499, loss_cls: 0.2153, acc: 92.5554, loss_bbox: 0.2478, loss_mask: 0.2492, loss: 0.7930
2022-07-31 01:39:10,962 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 5:38:04, time: 0.327, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0529, loss_cls: 0.2124, acc: 92.5271, loss_bbox: 0.2539, loss_mask: 0.2495, loss: 0.7997
2022-07-31 01:39:27,037 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 5:37:47, time: 0.321, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0481, loss_cls: 0.2140, acc: 92.4189, loss_bbox: 0.2498, loss_mask: 0.2439, loss: 0.7836
2022-07-31 01:39:43,337 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 5:37:30, time: 0.326, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0491, loss_cls: 0.2132, acc: 92.6040, loss_bbox: 0.2483, loss_mask: 0.2444, loss: 0.7859
2022-07-31 01:39:59,793 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 5:37:13, time: 0.329, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0509, loss_cls: 0.2099, acc: 92.7065, loss_bbox: 0.2402, loss_mask: 0.2401, loss: 0.7714
2022-07-31 01:40:16,365 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 5:36:57, time: 0.331, data_time: 0.034, memory: 9720, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0525, loss_cls: 0.2206, acc: 92.3335, loss_bbox: 0.2537, loss_mask: 0.2418, loss: 0.8007
2022-07-31 01:40:32,612 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 5:36:40, time: 0.325, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0494, loss_cls: 0.2234, acc: 92.3225, loss_bbox: 0.2540, loss_mask: 0.2475, loss: 0.8045
2022-07-31 01:40:49,211 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 5:36:24, time: 0.332, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0537, loss_cls: 0.2219, acc: 92.2346, loss_bbox: 0.2495, loss_mask: 0.2490, loss: 0.8071
2022-07-31 01:41:05,734 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 5:36:07, time: 0.330, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0528, loss_cls: 0.2113, acc: 92.5349, loss_bbox: 0.2477, loss_mask: 0.2473, loss: 0.7911
2022-07-31 01:41:21,969 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 5:35:50, time: 0.325, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0526, loss_cls: 0.2258, acc: 92.0742, loss_bbox: 0.2619, loss_mask: 0.2520, loss: 0.8245
2022-07-31 01:41:38,280 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 5:35:33, time: 0.326, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0504, loss_cls: 0.2226, acc: 92.1946, loss_bbox: 0.2558, loss_mask: 0.2515, loss: 0.8101
2022-07-31 01:41:54,969 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 5:35:17, time: 0.334, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0503, loss_cls: 0.2208, acc: 92.2971, loss_bbox: 0.2542, loss_mask: 0.2443, loss: 0.8006
2022-07-31 01:42:11,327 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 5:35:00, time: 0.327, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0507, loss_cls: 0.2194, acc: 92.3923, loss_bbox: 0.2468, loss_mask: 0.2486, loss: 0.7958
2022-07-31 01:42:27,759 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 5:34:44, time: 0.328, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0493, loss_cls: 0.2175, acc: 92.4312, loss_bbox: 0.2447, loss_mask: 0.2495, loss: 0.7919
2022-07-31 01:42:44,724 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 5:34:28, time: 0.339, data_time: 0.038, memory: 9720, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0545, loss_cls: 0.2269, acc: 92.1731, loss_bbox: 0.2585, loss_mask: 0.2503, loss: 0.8201
2022-07-31 01:43:00,755 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 5:34:11, time: 0.321, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0507, loss_cls: 0.2152, acc: 92.4580, loss_bbox: 0.2547, loss_mask: 0.2459, loss: 0.7973
2022-07-31 01:43:16,772 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 5:33:53, time: 0.320, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0477, loss_cls: 0.2082, acc: 92.6580, loss_bbox: 0.2468, loss_mask: 0.2448, loss: 0.7749
2022-07-31 01:43:33,329 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 5:33:37, time: 0.331, data_time: 0.035, memory: 9720, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0508, loss_cls: 0.2122, acc: 92.5527, loss_bbox: 0.2458, loss_mask: 0.2428, loss: 0.7797
2022-07-31 01:43:49,452 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 5:33:19, time: 0.322, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0500, loss_cls: 0.2157, acc: 92.4854, loss_bbox: 0.2493, loss_mask: 0.2458, loss: 0.7901
2022-07-31 01:44:05,910 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 5:33:03, time: 0.329, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0536, loss_cls: 0.2231, acc: 92.2473, loss_bbox: 0.2559, loss_mask: 0.2484, loss: 0.8158
2022-07-31 01:44:22,148 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 5:32:46, time: 0.325, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0524, loss_cls: 0.2181, acc: 92.5359, loss_bbox: 0.2485, loss_mask: 0.2462, loss: 0.7941
2022-07-31 01:44:38,825 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 5:32:30, time: 0.333, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0501, loss_cls: 0.2136, acc: 92.5552, loss_bbox: 0.2474, loss_mask: 0.2497, loss: 0.7898
2022-07-31 01:44:55,043 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 5:32:12, time: 0.325, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0519, loss_cls: 0.2194, acc: 92.3601, loss_bbox: 0.2573, loss_mask: 0.2492, loss: 0.8064
2022-07-31 01:45:11,445 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 5:31:56, time: 0.328, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0512, loss_cls: 0.2150, acc: 92.5105, loss_bbox: 0.2471, loss_mask: 0.2416, loss: 0.7825
2022-07-31 01:45:27,436 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 5:31:38, time: 0.320, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0520, loss_cls: 0.2188, acc: 92.2925, loss_bbox: 0.2538, loss_mask: 0.2538, loss: 0.8088
2022-07-31 01:45:43,684 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 5:31:21, time: 0.325, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0480, loss_cls: 0.2143, acc: 92.5542, loss_bbox: 0.2483, loss_mask: 0.2426, loss: 0.7822
2022-07-31 01:46:00,340 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 5:31:05, time: 0.333, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0481, loss_cls: 0.2098, acc: 92.7151, loss_bbox: 0.2477, loss_mask: 0.2439, loss: 0.7787
2022-07-31 01:46:16,730 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 5:30:48, time: 0.328, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0501, loss_cls: 0.2192, acc: 92.3818, loss_bbox: 0.2548, loss_mask: 0.2435, loss: 0.7969
2022-07-31 01:46:32,911 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 5:30:31, time: 0.324, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0473, loss_cls: 0.2200, acc: 92.4604, loss_bbox: 0.2421, loss_mask: 0.2429, loss: 0.7817
2022-07-31 01:46:49,510 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 5:30:15, time: 0.332, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0473, loss_cls: 0.2198, acc: 92.4497, loss_bbox: 0.2421, loss_mask: 0.2406, loss: 0.7779
2022-07-31 01:47:06,082 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 5:29:59, time: 0.332, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0539, loss_cls: 0.2198, acc: 92.2012, loss_bbox: 0.2547, loss_mask: 0.2449, loss: 0.8049
2022-07-31 01:47:22,175 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 5:29:41, time: 0.322, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0486, loss_cls: 0.2190, acc: 92.4087, loss_bbox: 0.2555, loss_mask: 0.2467, loss: 0.8000
2022-07-31 01:47:38,421 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 5:29:24, time: 0.325, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0486, loss_cls: 0.2110, acc: 92.6121, loss_bbox: 0.2434, loss_mask: 0.2476, loss: 0.7798
2022-07-31 01:47:54,695 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 5:29:07, time: 0.325, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0503, loss_cls: 0.2094, acc: 92.6758, loss_bbox: 0.2402, loss_mask: 0.2401, loss: 0.7669
2022-07-31 01:48:10,664 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 5:28:50, time: 0.319, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0482, loss_cls: 0.2031, acc: 92.7900, loss_bbox: 0.2415, loss_mask: 0.2403, loss: 0.7619
2022-07-31 01:48:27,421 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 5:28:34, time: 0.335, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0474, loss_cls: 0.2051, acc: 92.6980, loss_bbox: 0.2386, loss_mask: 0.2389, loss: 0.7560
2022-07-31 01:48:43,518 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 5:28:16, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0530, loss_cls: 0.2222, acc: 92.2148, loss_bbox: 0.2589, loss_mask: 0.2464, loss: 0.8101
2022-07-31 01:48:59,809 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 5:27:59, time: 0.326, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0505, loss_cls: 0.2087, acc: 92.7190, loss_bbox: 0.2468, loss_mask: 0.2410, loss: 0.7779
2022-07-31 01:49:16,160 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 5:27:43, time: 0.327, data_time: 0.034, memory: 9720, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0537, loss_cls: 0.2139, acc: 92.5278, loss_bbox: 0.2500, loss_mask: 0.2507, loss: 0.7985
2022-07-31 01:49:32,288 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 5:27:25, time: 0.323, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0479, loss_cls: 0.2214, acc: 92.3977, loss_bbox: 0.2488, loss_mask: 0.2466, loss: 0.7919
2022-07-31 01:49:48,399 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 5:27:08, time: 0.322, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0501, loss_cls: 0.2228, acc: 92.3394, loss_bbox: 0.2572, loss_mask: 0.2511, loss: 0.8112
2022-07-31 01:50:04,672 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 5:26:51, time: 0.325, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0492, loss_cls: 0.2094, acc: 92.8547, loss_bbox: 0.2377, loss_mask: 0.2436, loss: 0.7690
2022-07-31 01:50:20,523 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 5:26:33, time: 0.317, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0478, loss_cls: 0.2118, acc: 92.7666, loss_bbox: 0.2398, loss_mask: 0.2433, loss: 0.7706
2022-07-31 01:50:36,723 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 5:26:16, time: 0.324, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0526, loss_cls: 0.2172, acc: 92.5188, loss_bbox: 0.2517, loss_mask: 0.2497, loss: 0.8019
2022-07-31 01:50:53,169 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 5:26:00, time: 0.329, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0511, loss_cls: 0.2188, acc: 92.3696, loss_bbox: 0.2541, loss_mask: 0.2593, loss: 0.8120
2022-07-31 01:51:09,654 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 5:25:43, time: 0.330, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0517, loss_cls: 0.2147, acc: 92.5022, loss_bbox: 0.2520, loss_mask: 0.2492, loss: 0.7993
2022-07-31 01:51:25,930 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 5:25:26, time: 0.326, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0472, loss_cls: 0.2101, acc: 92.7944, loss_bbox: 0.2404, loss_mask: 0.2410, loss: 0.7649
2022-07-31 01:51:42,452 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 5:25:10, time: 0.330, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0505, loss_cls: 0.2186, acc: 92.4092, loss_bbox: 0.2524, loss_mask: 0.2502, loss: 0.8035
2022-07-31 01:51:59,068 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 5:24:54, time: 0.332, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0535, loss_cls: 0.2156, acc: 92.5085, loss_bbox: 0.2425, loss_mask: 0.2508, loss: 0.7948
2022-07-31 01:52:15,280 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 5:24:37, time: 0.324, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0532, loss_cls: 0.2234, acc: 92.3025, loss_bbox: 0.2574, loss_mask: 0.2500, loss: 0.8149
2022-07-31 01:52:31,814 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 5:24:20, time: 0.331, data_time: 0.038, memory: 9720, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0508, loss_cls: 0.2181, acc: 92.4792, loss_bbox: 0.2549, loss_mask: 0.2432, loss: 0.7978
2022-07-31 01:52:48,067 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 5:24:03, time: 0.325, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0481, loss_cls: 0.2210, acc: 92.3367, loss_bbox: 0.2547, loss_mask: 0.2453, loss: 0.7976
2022-07-31 01:53:04,208 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 5:23:46, time: 0.323, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0525, loss_cls: 0.2254, acc: 92.2275, loss_bbox: 0.2524, loss_mask: 0.2538, loss: 0.8147
2022-07-31 01:53:20,597 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 5:23:29, time: 0.328, data_time: 0.034, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0502, loss_cls: 0.2101, acc: 92.6184, loss_bbox: 0.2429, loss_mask: 0.2490, loss: 0.7813
2022-07-31 01:53:36,844 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 5:23:12, time: 0.325, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0518, loss_cls: 0.2208, acc: 92.3523, loss_bbox: 0.2523, loss_mask: 0.2540, loss: 0.8089
2022-07-31 01:53:53,119 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 5:22:55, time: 0.325, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0520, loss_cls: 0.2139, acc: 92.5601, loss_bbox: 0.2472, loss_mask: 0.2568, loss: 0.7995
2022-07-31 01:54:09,295 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 5:22:38, time: 0.323, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0526, loss_cls: 0.2098, acc: 92.6279, loss_bbox: 0.2442, loss_mask: 0.2402, loss: 0.7769
2022-07-31 01:54:25,305 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 5:22:21, time: 0.320, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0484, loss_cls: 0.2089, acc: 92.7749, loss_bbox: 0.2383, loss_mask: 0.2399, loss: 0.7645
2022-07-31 01:54:35,345 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-07-31 01:55:35,753 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.16s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=24.16s).
Accumulating evaluation results...
DONE (t=4.34s).
2022-07-31 01:56:04,940 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.624
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.432
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.246
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.429
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.510
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.536
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.536
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.358
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664
2022-07-31 01:56:04,940 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.33s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=26.17s).
Accumulating evaluation results...
/home/tiger/.local/lib/python3.7/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
DONE (t=4.31s).
2022-07-31 01:56:40,269 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.596
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.401
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.191
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.402
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.320
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.659
2022-07-31 01:56:40,745 - mmdet - INFO - Exp name: mask_rcnn_nextvit_base_1x.py
2022-07-31 01:56:40,746 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.3940, bbox_mAP_50: 0.6240, bbox_mAP_75: 0.4320, bbox_mAP_s: 0.2460, bbox_mAP_m: 0.4290, bbox_mAP_l: 0.5100, bbox_mAP_copypaste: 0.394 0.624 0.432 0.246 0.429 0.510, segm_mAP: 0.3730, segm_mAP_50: 0.5960, segm_mAP_75: 0.4010, segm_mAP_s: 0.1910, segm_mAP_m: 0.4020, segm_mAP_l: 0.5480, segm_mAP_copypaste: 0.373 0.596 0.401 0.191 0.402 0.548
2022-07-31 01:57:00,976 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 5:21:42, time: 0.404, data_time: 0.107, memory: 9720, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0446, loss_cls: 0.1959, acc: 93.1042, loss_bbox: 0.2280, loss_mask: 0.2306, loss: 0.7234
2022-07-31 01:57:17,723 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 5:21:26, time: 0.335, data_time: 0.037, memory: 9720, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0532, loss_cls: 0.2127, acc: 92.4089, loss_bbox: 0.2542, loss_mask: 0.2408, loss: 0.7894
2022-07-31 01:57:34,221 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 5:21:10, time: 0.330, data_time: 0.034, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0506, loss_cls: 0.2149, acc: 92.4661, loss_bbox: 0.2495, loss_mask: 0.2380, loss: 0.7801
2022-07-31 01:57:50,217 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 5:20:53, time: 0.320, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0491, loss_cls: 0.2104, acc: 92.5479, loss_bbox: 0.2491, loss_mask: 0.2431, loss: 0.7791
2022-07-31 01:58:06,283 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 5:20:35, time: 0.321, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0491, loss_cls: 0.1993, acc: 92.7966, loss_bbox: 0.2431, loss_mask: 0.2395, loss: 0.7580
2022-07-31 01:58:22,263 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 5:20:18, time: 0.320, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0482, loss_cls: 0.2012, acc: 92.9236, loss_bbox: 0.2361, loss_mask: 0.2376, loss: 0.7495
2022-07-31 01:58:38,303 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 5:20:00, time: 0.321, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0466, loss_cls: 0.1993, acc: 92.9268, loss_bbox: 0.2390, loss_mask: 0.2395, loss: 0.7493
2022-07-31 01:58:54,216 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 5:19:43, time: 0.318, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0462, loss_cls: 0.2018, acc: 92.9153, loss_bbox: 0.2411, loss_mask: 0.2418, loss: 0.7558
2022-07-31 01:59:10,337 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 5:19:26, time: 0.322, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0487, loss_cls: 0.2009, acc: 92.7532, loss_bbox: 0.2408, loss_mask: 0.2418, loss: 0.7601
2022-07-31 01:59:26,470 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 5:19:09, time: 0.323, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0476, loss_cls: 0.2054, acc: 92.7246, loss_bbox: 0.2461, loss_mask: 0.2405, loss: 0.7652
2022-07-31 01:59:42,251 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 5:18:51, time: 0.316, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0473, loss_cls: 0.2105, acc: 92.5720, loss_bbox: 0.2441, loss_mask: 0.2450, loss: 0.7717
2022-07-31 01:59:58,425 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 5:18:34, time: 0.323, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0479, loss_cls: 0.2082, acc: 92.6094, loss_bbox: 0.2446, loss_mask: 0.2385, loss: 0.7680
2022-07-31 02:00:14,634 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 5:18:17, time: 0.324, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0508, loss_cls: 0.2153, acc: 92.2712, loss_bbox: 0.2577, loss_mask: 0.2471, loss: 0.7977
2022-07-31 02:00:30,652 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 5:18:00, time: 0.320, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0469, loss_cls: 0.2066, acc: 92.5627, loss_bbox: 0.2488, loss_mask: 0.2397, loss: 0.7677
2022-07-31 02:00:46,745 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 5:17:42, time: 0.322, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0500, loss_cls: 0.2053, acc: 92.7627, loss_bbox: 0.2425, loss_mask: 0.2408, loss: 0.7681
2022-07-31 02:01:03,433 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 5:17:26, time: 0.334, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0497, loss_cls: 0.2100, acc: 92.4888, loss_bbox: 0.2506, loss_mask: 0.2446, loss: 0.7831
2022-07-31 02:01:19,537 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 5:17:09, time: 0.322, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0505, loss_cls: 0.2155, acc: 92.3140, loss_bbox: 0.2501, loss_mask: 0.2448, loss: 0.7885
2022-07-31 02:01:35,434 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 5:16:52, time: 0.318, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0491, loss_cls: 0.2066, acc: 92.6404, loss_bbox: 0.2416, loss_mask: 0.2377, loss: 0.7610
2022-07-31 02:01:51,652 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 5:16:35, time: 0.324, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0499, loss_cls: 0.2070, acc: 92.5703, loss_bbox: 0.2511, loss_mask: 0.2462, loss: 0.7813
2022-07-31 02:02:07,717 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 5:16:17, time: 0.321, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0494, loss_cls: 0.1928, acc: 93.1790, loss_bbox: 0.2338, loss_mask: 0.2383, loss: 0.7414
2022-07-31 02:02:23,790 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 5:16:00, time: 0.322, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0500, loss_cls: 0.2066, acc: 92.6460, loss_bbox: 0.2447, loss_mask: 0.2404, loss: 0.7688
2022-07-31 02:02:39,750 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 5:15:43, time: 0.319, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0468, loss_cls: 0.2073, acc: 92.7297, loss_bbox: 0.2462, loss_mask: 0.2432, loss: 0.7704
2022-07-31 02:02:55,851 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 5:15:26, time: 0.322, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0492, loss_cls: 0.2014, acc: 92.7236, loss_bbox: 0.2457, loss_mask: 0.2351, loss: 0.7566
2022-07-31 02:03:11,812 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 5:15:08, time: 0.319, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0479, loss_cls: 0.2052, acc: 92.9070, loss_bbox: 0.2353, loss_mask: 0.2359, loss: 0.7507
2022-07-31 02:03:28,232 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 5:14:52, time: 0.328, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0509, loss_cls: 0.2165, acc: 92.4089, loss_bbox: 0.2509, loss_mask: 0.2496, loss: 0.7959
2022-07-31 02:03:44,407 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 5:14:35, time: 0.323, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0495, loss_cls: 0.2124, acc: 92.5891, loss_bbox: 0.2476, loss_mask: 0.2428, loss: 0.7823
2022-07-31 02:04:00,630 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 5:14:18, time: 0.324, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0486, loss_cls: 0.2029, acc: 92.8052, loss_bbox: 0.2389, loss_mask: 0.2398, loss: 0.7582
2022-07-31 02:04:17,044 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 5:14:01, time: 0.328, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0502, loss_cls: 0.1988, acc: 92.9736, loss_bbox: 0.2403, loss_mask: 0.2400, loss: 0.7561
2022-07-31 02:04:32,937 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 5:13:44, time: 0.318, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0504, loss_cls: 0.2032, acc: 92.7903, loss_bbox: 0.2458, loss_mask: 0.2416, loss: 0.7685
2022-07-31 02:04:48,961 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 5:13:27, time: 0.321, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0446, loss_cls: 0.1947, acc: 93.1140, loss_bbox: 0.2329, loss_mask: 0.2397, loss: 0.7367
2022-07-31 02:05:05,014 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 5:13:09, time: 0.321, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0500, loss_cls: 0.2122, acc: 92.4690, loss_bbox: 0.2501, loss_mask: 0.2431, loss: 0.7832
2022-07-31 02:05:20,933 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 5:12:52, time: 0.318, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0480, loss_cls: 0.2055, acc: 92.6836, loss_bbox: 0.2426, loss_mask: 0.2412, loss: 0.7651
2022-07-31 02:05:36,941 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 5:12:35, time: 0.320, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0486, loss_cls: 0.2017, acc: 92.8174, loss_bbox: 0.2421, loss_mask: 0.2361, loss: 0.7547
2022-07-31 02:05:52,889 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 5:12:17, time: 0.319, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0480, loss_cls: 0.2014, acc: 92.9443, loss_bbox: 0.2302, loss_mask: 0.2384, loss: 0.7448
2022-07-31 02:06:08,703 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 5:12:00, time: 0.316, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0504, loss_cls: 0.2048, acc: 92.8376, loss_bbox: 0.2386, loss_mask: 0.2401, loss: 0.7610
2022-07-31 02:06:24,814 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 5:11:43, time: 0.322, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0497, loss_cls: 0.2120, acc: 92.7222, loss_bbox: 0.2372, loss_mask: 0.2380, loss: 0.7653
2022-07-31 02:06:41,456 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 5:11:26, time: 0.333, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0497, loss_cls: 0.2073, acc: 92.6882, loss_bbox: 0.2430, loss_mask: 0.2440, loss: 0.7708
2022-07-31 02:06:57,891 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 5:11:10, time: 0.329, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0518, loss_cls: 0.2137, acc: 92.3943, loss_bbox: 0.2540, loss_mask: 0.2480, loss: 0.7942
2022-07-31 02:07:13,695 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 5:10:52, time: 0.316, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0488, loss_cls: 0.2090, acc: 92.6208, loss_bbox: 0.2444, loss_mask: 0.2419, loss: 0.7728
2022-07-31 02:07:29,850 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 5:10:35, time: 0.323, data_time: 0.035, memory: 9720, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0482, loss_cls: 0.2063, acc: 92.6428, loss_bbox: 0.2424, loss_mask: 0.2415, loss: 0.7657
2022-07-31 02:07:45,967 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 5:10:18, time: 0.322, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0493, loss_cls: 0.2096, acc: 92.4988, loss_bbox: 0.2459, loss_mask: 0.2373, loss: 0.7676
2022-07-31 02:08:01,830 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 5:10:01, time: 0.317, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0455, loss_cls: 0.1992, acc: 92.9717, loss_bbox: 0.2357, loss_mask: 0.2338, loss: 0.7389
2022-07-31 02:08:18,194 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 5:09:44, time: 0.327, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0513, loss_cls: 0.2118, acc: 92.5615, loss_bbox: 0.2476, loss_mask: 0.2423, loss: 0.7821
2022-07-31 02:08:34,155 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 5:09:27, time: 0.319, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0460, loss_cls: 0.2005, acc: 92.9314, loss_bbox: 0.2376, loss_mask: 0.2352, loss: 0.7446
2022-07-31 02:08:49,944 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 5:09:09, time: 0.316, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0473, loss_cls: 0.1977, acc: 93.0786, loss_bbox: 0.2340, loss_mask: 0.2418, loss: 0.7470
2022-07-31 02:09:06,241 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 5:08:52, time: 0.326, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0498, loss_cls: 0.2103, acc: 92.6033, loss_bbox: 0.2474, loss_mask: 0.2420, loss: 0.7776
2022-07-31 02:09:22,155 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 5:08:35, time: 0.318, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0479, loss_cls: 0.1996, acc: 92.9243, loss_bbox: 0.2401, loss_mask: 0.2404, loss: 0.7546
2022-07-31 02:09:38,175 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 5:08:18, time: 0.320, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0487, loss_cls: 0.2039, acc: 92.8359, loss_bbox: 0.2404, loss_mask: 0.2398, loss: 0.7595
2022-07-31 02:09:54,355 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 5:08:01, time: 0.324, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0479, loss_cls: 0.1959, acc: 93.0405, loss_bbox: 0.2351, loss_mask: 0.2364, loss: 0.7444
2022-07-31 02:10:10,073 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 5:07:43, time: 0.314, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0464, loss_cls: 0.1970, acc: 93.0264, loss_bbox: 0.2333, loss_mask: 0.2348, loss: 0.7386
2022-07-31 02:10:25,950 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 5:07:26, time: 0.318, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0478, loss_cls: 0.2090, acc: 92.6748, loss_bbox: 0.2432, loss_mask: 0.2469, loss: 0.7741
2022-07-31 02:10:42,087 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 5:07:09, time: 0.323, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0447, loss_cls: 0.2000, acc: 92.9475, loss_bbox: 0.2323, loss_mask: 0.2344, loss: 0.7348
2022-07-31 02:10:58,401 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 5:06:52, time: 0.326, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0479, loss_cls: 0.2089, acc: 92.6680, loss_bbox: 0.2451, loss_mask: 0.2420, loss: 0.7725
2022-07-31 02:11:14,556 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 5:06:35, time: 0.323, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0499, loss_cls: 0.2069, acc: 92.7361, loss_bbox: 0.2415, loss_mask: 0.2355, loss: 0.7604
2022-07-31 02:11:30,415 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 5:06:18, time: 0.317, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0455, loss_cls: 0.2074, acc: 92.7600, loss_bbox: 0.2403, loss_mask: 0.2415, loss: 0.7622
2022-07-31 02:11:46,337 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 5:06:00, time: 0.319, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0521, loss_cls: 0.2123, acc: 92.6108, loss_bbox: 0.2521, loss_mask: 0.2451, loss: 0.7904
2022-07-31 02:12:02,633 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 5:05:44, time: 0.326, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0510, loss_cls: 0.2170, acc: 92.3330, loss_bbox: 0.2506, loss_mask: 0.2421, loss: 0.7888
2022-07-31 02:12:18,759 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 5:05:27, time: 0.323, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0504, loss_cls: 0.2157, acc: 92.4556, loss_bbox: 0.2462, loss_mask: 0.2404, loss: 0.7820
2022-07-31 02:12:35,005 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 5:05:10, time: 0.325, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0487, loss_cls: 0.2137, acc: 92.4617, loss_bbox: 0.2474, loss_mask: 0.2417, loss: 0.7794
2022-07-31 02:12:51,005 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 5:04:53, time: 0.320, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0491, loss_cls: 0.2036, acc: 92.8428, loss_bbox: 0.2388, loss_mask: 0.2413, loss: 0.7620
2022-07-31 02:13:07,343 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 5:04:36, time: 0.327, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0485, loss_cls: 0.2067, acc: 92.8555, loss_bbox: 0.2408, loss_mask: 0.2448, loss: 0.7706
2022-07-31 02:13:23,478 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 5:04:19, time: 0.323, data_time: 0.024, memory: 9720, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0507, loss_cls: 0.2070, acc: 92.6030, loss_bbox: 0.2445, loss_mask: 0.2423, loss: 0.7720
2022-07-31 02:13:39,179 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 5:04:01, time: 0.314, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0455, loss_cls: 0.2021, acc: 92.9236, loss_bbox: 0.2351, loss_mask: 0.2416, loss: 0.7506
2022-07-31 02:13:55,150 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 5:03:44, time: 0.319, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0469, loss_cls: 0.2093, acc: 92.6328, loss_bbox: 0.2386, loss_mask: 0.2360, loss: 0.7572
2022-07-31 02:14:11,056 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 5:03:27, time: 0.318, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0477, loss_cls: 0.2124, acc: 92.6445, loss_bbox: 0.2432, loss_mask: 0.2408, loss: 0.7703
2022-07-31 02:14:27,005 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 5:03:10, time: 0.319, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0503, loss_cls: 0.2013, acc: 92.8774, loss_bbox: 0.2380, loss_mask: 0.2439, loss: 0.7610
2022-07-31 02:14:43,343 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 5:02:53, time: 0.327, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0471, loss_cls: 0.2085, acc: 92.7183, loss_bbox: 0.2461, loss_mask: 0.2396, loss: 0.7668
2022-07-31 02:14:59,269 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 5:02:36, time: 0.319, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0480, loss_cls: 0.2141, acc: 92.4783, loss_bbox: 0.2428, loss_mask: 0.2375, loss: 0.7705
2022-07-31 02:15:15,630 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 5:02:19, time: 0.327, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0509, loss_cls: 0.2175, acc: 92.3357, loss_bbox: 0.2499, loss_mask: 0.2443, loss: 0.7921
2022-07-31 02:15:31,785 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 5:02:02, time: 0.323, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0497, loss_cls: 0.2112, acc: 92.4331, loss_bbox: 0.2460, loss_mask: 0.2461, loss: 0.7800
2022-07-31 02:15:47,824 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 5:01:45, time: 0.321, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0477, loss_cls: 0.2016, acc: 92.8882, loss_bbox: 0.2389, loss_mask: 0.2407, loss: 0.7567
2022-07-31 02:16:03,522 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 5:01:28, time: 0.314, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0509, loss_cls: 0.2174, acc: 92.3899, loss_bbox: 0.2453, loss_mask: 0.2474, loss: 0.7900
2022-07-31 02:16:19,719 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 5:01:11, time: 0.324, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0473, loss_cls: 0.2051, acc: 92.8809, loss_bbox: 0.2391, loss_mask: 0.2418, loss: 0.7595
2022-07-31 02:16:35,682 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 5:00:53, time: 0.319, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0486, loss_cls: 0.1990, acc: 93.0122, loss_bbox: 0.2373, loss_mask: 0.2401, loss: 0.7520
2022-07-31 02:16:51,674 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 5:00:36, time: 0.320, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0493, loss_cls: 0.2140, acc: 92.5156, loss_bbox: 0.2456, loss_mask: 0.2448, loss: 0.7815
2022-07-31 02:17:07,597 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 5:00:19, time: 0.318, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0469, loss_cls: 0.2027, acc: 92.9995, loss_bbox: 0.2314, loss_mask: 0.2367, loss: 0.7428
2022-07-31 02:17:23,517 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 5:00:02, time: 0.318, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0474, loss_cls: 0.1988, acc: 92.9570, loss_bbox: 0.2371, loss_mask: 0.2375, loss: 0.7490
2022-07-31 02:17:39,492 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 4:59:45, time: 0.320, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0493, loss_cls: 0.2111, acc: 92.6255, loss_bbox: 0.2443, loss_mask: 0.2448, loss: 0.7783
2022-07-31 02:17:55,658 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 4:59:28, time: 0.323, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0488, loss_cls: 0.2070, acc: 92.8535, loss_bbox: 0.2364, loss_mask: 0.2375, loss: 0.7601
2022-07-31 02:18:11,706 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 4:59:11, time: 0.321, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0505, loss_cls: 0.2122, acc: 92.5505, loss_bbox: 0.2482, loss_mask: 0.2471, loss: 0.7858
2022-07-31 02:18:27,763 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 4:58:54, time: 0.321, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0489, loss_cls: 0.2024, acc: 92.8259, loss_bbox: 0.2392, loss_mask: 0.2420, loss: 0.7598
2022-07-31 02:18:44,031 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 4:58:37, time: 0.325, data_time: 0.034, memory: 9720, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0510, loss_cls: 0.2113, acc: 92.5784, loss_bbox: 0.2482, loss_mask: 0.2449, loss: 0.7851
2022-07-31 02:18:59,838 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 4:58:20, time: 0.316, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0497, loss_cls: 0.2102, acc: 92.6138, loss_bbox: 0.2459, loss_mask: 0.2429, loss: 0.7757
2022-07-31 02:19:16,231 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 4:58:03, time: 0.328, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0515, loss_cls: 0.2251, acc: 92.1736, loss_bbox: 0.2573, loss_mask: 0.2492, loss: 0.8134
2022-07-31 02:19:32,759 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 4:57:47, time: 0.331, data_time: 0.037, memory: 9720, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0504, loss_cls: 0.2095, acc: 92.7297, loss_bbox: 0.2424, loss_mask: 0.2393, loss: 0.7717
2022-07-31 02:19:48,725 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 4:57:30, time: 0.319, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0513, loss_cls: 0.2133, acc: 92.5747, loss_bbox: 0.2466, loss_mask: 0.2430, loss: 0.7815
2022-07-31 02:20:04,600 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 4:57:12, time: 0.318, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0489, loss_cls: 0.2080, acc: 92.6973, loss_bbox: 0.2430, loss_mask: 0.2376, loss: 0.7642
2022-07-31 02:20:20,755 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 4:56:55, time: 0.323, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0480, loss_cls: 0.2031, acc: 92.8174, loss_bbox: 0.2397, loss_mask: 0.2384, loss: 0.7574
2022-07-31 02:20:37,014 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 4:56:39, time: 0.325, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0495, loss_cls: 0.2211, acc: 92.3079, loss_bbox: 0.2471, loss_mask: 0.2390, loss: 0.7858
2022-07-31 02:20:52,915 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 4:56:22, time: 0.318, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0503, loss_cls: 0.2066, acc: 92.7629, loss_bbox: 0.2461, loss_mask: 0.2405, loss: 0.7731
2022-07-31 02:21:09,141 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 4:56:05, time: 0.324, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0496, loss_cls: 0.2137, acc: 92.6426, loss_bbox: 0.2432, loss_mask: 0.2355, loss: 0.7701
2022-07-31 02:21:25,211 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 4:55:48, time: 0.322, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0471, loss_cls: 0.1971, acc: 93.1013, loss_bbox: 0.2303, loss_mask: 0.2398, loss: 0.7407
2022-07-31 02:21:41,434 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 4:55:31, time: 0.324, data_time: 0.034, memory: 9720, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0527, loss_cls: 0.2106, acc: 92.5759, loss_bbox: 0.2425, loss_mask: 0.2449, loss: 0.7791
2022-07-31 02:21:57,615 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 4:55:14, time: 0.324, data_time: 0.038, memory: 9720, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0512, loss_cls: 0.2144, acc: 92.4417, loss_bbox: 0.2455, loss_mask: 0.2381, loss: 0.7783
2022-07-31 02:22:13,808 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 4:54:57, time: 0.324, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0495, loss_cls: 0.2159, acc: 92.4827, loss_bbox: 0.2456, loss_mask: 0.2440, loss: 0.7853
2022-07-31 02:22:29,712 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 4:54:40, time: 0.318, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0479, loss_cls: 0.2056, acc: 92.7214, loss_bbox: 0.2403, loss_mask: 0.2447, loss: 0.7651
2022-07-31 02:22:45,678 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 4:54:23, time: 0.319, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0483, loss_cls: 0.2095, acc: 92.5051, loss_bbox: 0.2455, loss_mask: 0.2427, loss: 0.7735
2022-07-31 02:23:01,530 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 4:54:06, time: 0.317, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0470, loss_cls: 0.2082, acc: 92.8843, loss_bbox: 0.2344, loss_mask: 0.2367, loss: 0.7535
2022-07-31 02:23:17,421 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 4:53:49, time: 0.318, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0499, loss_cls: 0.2090, acc: 92.5896, loss_bbox: 0.2467, loss_mask: 0.2420, loss: 0.7760
2022-07-31 02:23:33,373 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 4:53:31, time: 0.319, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0484, loss_cls: 0.2127, acc: 92.5784, loss_bbox: 0.2411, loss_mask: 0.2418, loss: 0.7718
2022-07-31 02:23:49,365 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 4:53:14, time: 0.320, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0477, loss_cls: 0.2154, acc: 92.3789, loss_bbox: 0.2464, loss_mask: 0.2452, loss: 0.7814
2022-07-31 02:24:05,223 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 4:52:57, time: 0.317, data_time: 0.022, memory: 9720, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0474, loss_cls: 0.2101, acc: 92.6501, loss_bbox: 0.2435, loss_mask: 0.2419, loss: 0.7703
2022-07-31 02:24:21,159 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 4:52:40, time: 0.319, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0478, loss_cls: 0.2065, acc: 92.6362, loss_bbox: 0.2404, loss_mask: 0.2445, loss: 0.7665
2022-07-31 02:24:37,088 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 4:52:23, time: 0.319, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0497, loss_cls: 0.2129, acc: 92.5598, loss_bbox: 0.2473, loss_mask: 0.2403, loss: 0.7779
2022-07-31 02:24:53,034 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 4:52:06, time: 0.319, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0474, loss_cls: 0.2098, acc: 92.7175, loss_bbox: 0.2397, loss_mask: 0.2374, loss: 0.7615
2022-07-31 02:25:09,274 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 4:51:49, time: 0.325, data_time: 0.037, memory: 9720, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0498, loss_cls: 0.2107, acc: 92.6138, loss_bbox: 0.2413, loss_mask: 0.2389, loss: 0.7692
2022-07-31 02:25:25,662 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 4:51:32, time: 0.328, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0496, loss_cls: 0.2149, acc: 92.3088, loss_bbox: 0.2518, loss_mask: 0.2408, loss: 0.7874
2022-07-31 02:25:42,159 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 4:51:16, time: 0.330, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0512, loss_cls: 0.2210, acc: 92.2329, loss_bbox: 0.2555, loss_mask: 0.2490, loss: 0.8076
2022-07-31 02:25:58,285 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 4:50:59, time: 0.323, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0472, loss_cls: 0.2106, acc: 92.7393, loss_bbox: 0.2442, loss_mask: 0.2359, loss: 0.7671
2022-07-31 02:26:14,298 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 4:50:42, time: 0.320, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0486, loss_cls: 0.2068, acc: 92.6431, loss_bbox: 0.2411, loss_mask: 0.2415, loss: 0.7654
2022-07-31 02:26:30,068 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 4:50:25, time: 0.315, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0507, loss_cls: 0.2114, acc: 92.5049, loss_bbox: 0.2483, loss_mask: 0.2494, loss: 0.7868
2022-07-31 02:26:46,148 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 4:50:08, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0478, loss_cls: 0.2002, acc: 92.9290, loss_bbox: 0.2336, loss_mask: 0.2392, loss: 0.7489
2022-07-31 02:27:01,876 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 4:49:51, time: 0.315, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0490, loss_cls: 0.2025, acc: 92.8782, loss_bbox: 0.2340, loss_mask: 0.2346, loss: 0.7467
2022-07-31 02:27:17,667 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 4:49:33, time: 0.316, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0460, loss_cls: 0.1985, acc: 92.9902, loss_bbox: 0.2289, loss_mask: 0.2333, loss: 0.7327
2022-07-31 02:27:33,927 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 4:49:17, time: 0.325, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0471, loss_cls: 0.2073, acc: 92.7495, loss_bbox: 0.2380, loss_mask: 0.2379, loss: 0.7583
2022-07-31 02:27:49,797 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 4:48:59, time: 0.317, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0491, loss_cls: 0.2035, acc: 92.8940, loss_bbox: 0.2328, loss_mask: 0.2425, loss: 0.7543
2022-07-31 02:28:05,612 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 4:48:42, time: 0.316, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0452, loss_cls: 0.1976, acc: 93.0242, loss_bbox: 0.2384, loss_mask: 0.2439, loss: 0.7518
2022-07-31 02:28:21,945 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 4:48:26, time: 0.327, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0507, loss_cls: 0.2025, acc: 92.8984, loss_bbox: 0.2334, loss_mask: 0.2387, loss: 0.7544
2022-07-31 02:28:37,813 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 4:48:08, time: 0.317, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0501, loss_cls: 0.2061, acc: 92.8042, loss_bbox: 0.2367, loss_mask: 0.2380, loss: 0.7588
2022-07-31 02:28:53,925 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 4:47:51, time: 0.322, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0470, loss_cls: 0.2065, acc: 92.8093, loss_bbox: 0.2393, loss_mask: 0.2380, loss: 0.7589
2022-07-31 02:29:10,036 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 4:47:35, time: 0.322, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0496, loss_cls: 0.2056, acc: 92.6409, loss_bbox: 0.2466, loss_mask: 0.2438, loss: 0.7744
2022-07-31 02:29:26,358 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 4:47:18, time: 0.326, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0529, loss_cls: 0.2159, acc: 92.5469, loss_bbox: 0.2448, loss_mask: 0.2464, loss: 0.7915
2022-07-31 02:29:42,323 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 4:47:01, time: 0.319, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0493, loss_cls: 0.2105, acc: 92.6179, loss_bbox: 0.2398, loss_mask: 0.2427, loss: 0.7728
2022-07-31 02:29:58,374 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 4:46:44, time: 0.321, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0466, loss_cls: 0.2057, acc: 92.7930, loss_bbox: 0.2424, loss_mask: 0.2409, loss: 0.7624
2022-07-31 02:30:14,581 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 4:46:27, time: 0.324, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0502, loss_cls: 0.2140, acc: 92.5288, loss_bbox: 0.2481, loss_mask: 0.2458, loss: 0.7876
2022-07-31 02:30:30,477 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 4:46:10, time: 0.318, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0441, loss_cls: 0.1975, acc: 93.1069, loss_bbox: 0.2294, loss_mask: 0.2333, loss: 0.7293
2022-07-31 02:30:46,417 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 4:45:53, time: 0.319, data_time: 0.031, memory: 9720, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0467, loss_cls: 0.2051, acc: 92.7302, loss_bbox: 0.2409, loss_mask: 0.2433, loss: 0.7618
2022-07-31 02:31:02,353 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 4:45:36, time: 0.319, data_time: 0.025, memory: 9720, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0515, loss_cls: 0.2184, acc: 92.3000, loss_bbox: 0.2514, loss_mask: 0.2386, loss: 0.7891
2022-07-31 02:31:18,691 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 4:45:20, time: 0.327, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0488, loss_cls: 0.2121, acc: 92.6013, loss_bbox: 0.2402, loss_mask: 0.2440, loss: 0.7752
2022-07-31 02:31:34,759 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 4:45:03, time: 0.321, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0474, loss_cls: 0.2105, acc: 92.6628, loss_bbox: 0.2492, loss_mask: 0.2427, loss: 0.7760
2022-07-31 02:31:50,879 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 4:44:46, time: 0.322, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0508, loss_cls: 0.2146, acc: 92.6401, loss_bbox: 0.2367, loss_mask: 0.2424, loss: 0.7750
2022-07-31 02:32:06,854 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 4:44:29, time: 0.319, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0500, loss_cls: 0.2024, acc: 92.8364, loss_bbox: 0.2379, loss_mask: 0.2472, loss: 0.7652
2022-07-31 02:32:23,028 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 4:44:12, time: 0.323, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0501, loss_cls: 0.2191, acc: 92.3811, loss_bbox: 0.2478, loss_mask: 0.2454, loss: 0.7917
2022-07-31 02:32:39,031 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 4:43:55, time: 0.320, data_time: 0.030, memory: 9720, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0502, loss_cls: 0.2071, acc: 92.6248, loss_bbox: 0.2477, loss_mask: 0.2465, loss: 0.7785
2022-07-31 02:32:55,639 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 4:43:39, time: 0.332, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0512, loss_cls: 0.2126, acc: 92.5281, loss_bbox: 0.2481, loss_mask: 0.2462, loss: 0.7876
2022-07-31 02:33:12,170 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 4:43:23, time: 0.330, data_time: 0.035, memory: 9720, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0486, loss_cls: 0.2076, acc: 92.6670, loss_bbox: 0.2399, loss_mask: 0.2439, loss: 0.7723
2022-07-31 02:33:28,096 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 4:43:06, time: 0.319, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0488, loss_cls: 0.2081, acc: 92.6455, loss_bbox: 0.2402, loss_mask: 0.2394, loss: 0.7630
2022-07-31 02:33:44,047 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 4:42:49, time: 0.319, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0516, loss_cls: 0.2132, acc: 92.6040, loss_bbox: 0.2399, loss_mask: 0.2423, loss: 0.7778
2022-07-31 02:34:00,206 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 4:42:32, time: 0.323, data_time: 0.032, memory: 9720, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0511, loss_cls: 0.2164, acc: 92.5776, loss_bbox: 0.2472, loss_mask: 0.2440, loss: 0.7901
2022-07-31 02:34:15,935 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 4:42:15, time: 0.315, data_time: 0.026, memory: 9720, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0466, loss_cls: 0.2074, acc: 92.7737, loss_bbox: 0.2404, loss_mask: 0.2401, loss: 0.7598
2022-07-31 02:34:31,752 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 4:41:57, time: 0.316, data_time: 0.027, memory: 9720, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0471, loss_cls: 0.1945, acc: 93.1162, loss_bbox: 0.2302, loss_mask: 0.2412, loss: 0.7391
2022-07-31 02:34:47,723 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 4:41:40, time: 0.319, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0461, loss_cls: 0.2074, acc: 92.7002, loss_bbox: 0.2409, loss_mask: 0.2422, loss: 0.7624
2022-07-31 02:35:03,640 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 4:41:23, time: 0.318, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0479, loss_cls: 0.1996, acc: 92.9910, loss_bbox: 0.2329, loss_mask: 0.2417, loss: 0.7483
2022-07-31 02:35:19,709 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 4:41:07, time: 0.321, data_time: 0.033, memory: 9720, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0458, loss_cls: 0.1981, acc: 93.0237, loss_bbox: 0.2320, loss_mask: 0.2373, loss: 0.7384
2022-07-31 02:35:36,097 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 4:40:50, time: 0.328, data_time: 0.029, memory: 9720, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0505, loss_cls: 0.2107, acc: 92.5413, loss_bbox: 0.2464, loss_mask: 0.2431, loss: 0.7780
2022-07-31 02:35:51,818 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 4:40:33, time: 0.314, data_time: 0.028, memory: 9720, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0488, loss_cls: 0.2031, acc: 92.9375, loss_bbox: 0.2315, loss_mask: 0.2429, loss: 0.7511
2022-07-31 02:36:01,903 - mmdet - INFO - Saving checkpoint at 5 epochs
2022-07-31 02:36:58,999 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.18s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=23.90s).
Accumulating evaluation results...
DONE (t=4.37s).
2022-07-31 02:37:29,949 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.401
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.629
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.437
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.243
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.442
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.529
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.360
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.694
2022-07-31 02:37:29,950 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.35s)
creating index...
index created!
Running per image evaluation...