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mask_rcnn_1x_nextvit_large.log
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2022-07-30 21:19:22,147 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-07-30 21:19:47,373 - mmdet - INFO - Epoch [1][50/7330] lr: 9.800e-06, eta: 12:18:54, time: 0.504, data_time: 0.104, memory: 11632, loss_rpn_cls: 0.6608, loss_rpn_bbox: 0.1267, loss_cls: 2.4863, acc: 58.4980, loss_bbox: 0.0301, loss_mask: 1.1613, loss: 4.4652
2022-07-30 21:20:06,980 - mmdet - INFO - Epoch [1][100/7330] lr: 1.980e-05, eta: 10:56:11, time: 0.392, data_time: 0.025, memory: 11886, loss_rpn_cls: 0.3596, loss_rpn_bbox: 0.1095, loss_cls: 0.4654, acc: 95.0652, loss_bbox: 0.1553, loss_mask: 0.7760, loss: 1.8658
2022-07-30 21:20:26,385 - mmdet - INFO - Epoch [1][150/7330] lr: 2.980e-05, eta: 10:26:38, time: 0.388, data_time: 0.031, memory: 12009, loss_rpn_cls: 0.2218, loss_rpn_bbox: 0.0961, loss_cls: 0.3984, acc: 94.1143, loss_bbox: 0.2028, loss_mask: 0.6981, loss: 1.6173
2022-07-30 21:20:45,762 - mmdet - INFO - Epoch [1][200/7330] lr: 3.980e-05, eta: 10:11:25, time: 0.388, data_time: 0.028, memory: 12099, loss_rpn_cls: 0.1740, loss_rpn_bbox: 0.0923, loss_cls: 0.4253, acc: 93.5745, loss_bbox: 0.2262, loss_mask: 0.6707, loss: 1.5886
2022-07-30 21:21:05,088 - mmdet - INFO - Epoch [1][250/7330] lr: 4.980e-05, eta: 10:01:51, time: 0.387, data_time: 0.026, memory: 12099, loss_rpn_cls: 0.1455, loss_rpn_bbox: 0.0997, loss_cls: 0.4737, acc: 92.4417, loss_bbox: 0.2702, loss_mask: 0.6375, loss: 1.6267
2022-07-30 21:21:24,551 - mmdet - INFO - Epoch [1][300/7330] lr: 5.980e-05, eta: 9:56:02, time: 0.389, data_time: 0.031, memory: 12099, loss_rpn_cls: 0.1169, loss_rpn_bbox: 0.0998, loss_cls: 0.5070, acc: 91.1287, loss_bbox: 0.3258, loss_mask: 0.6028, loss: 1.6523
2022-07-30 21:21:44,078 - mmdet - INFO - Epoch [1][350/7330] lr: 6.980e-05, eta: 9:52:03, time: 0.391, data_time: 0.028, memory: 12099, loss_rpn_cls: 0.1071, loss_rpn_bbox: 0.0937, loss_cls: 0.4996, acc: 90.9778, loss_bbox: 0.3295, loss_mask: 0.5608, loss: 1.5907
2022-07-30 21:22:03,741 - mmdet - INFO - Epoch [1][400/7330] lr: 7.980e-05, eta: 9:49:30, time: 0.393, data_time: 0.028, memory: 12203, loss_rpn_cls: 0.0948, loss_rpn_bbox: 0.0889, loss_cls: 0.5049, acc: 90.2817, loss_bbox: 0.3530, loss_mask: 0.5244, loss: 1.5659
2022-07-30 21:22:23,130 - mmdet - INFO - Epoch [1][450/7330] lr: 8.980e-05, eta: 9:46:32, time: 0.388, data_time: 0.026, memory: 12203, loss_rpn_cls: 0.0911, loss_rpn_bbox: 0.0862, loss_cls: 0.5056, acc: 90.2451, loss_bbox: 0.3494, loss_mask: 0.4995, loss: 1.5317
2022-07-30 21:22:42,550 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 9:44:12, time: 0.388, data_time: 0.028, memory: 12203, loss_rpn_cls: 0.0930, loss_rpn_bbox: 0.0897, loss_cls: 0.4906, acc: 89.6367, loss_bbox: 0.3601, loss_mask: 0.4668, loss: 1.5002
2022-07-30 21:23:02,083 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 9:42:31, time: 0.391, data_time: 0.024, memory: 12203, loss_rpn_cls: 0.0823, loss_rpn_bbox: 0.0840, loss_cls: 0.4885, acc: 89.1733, loss_bbox: 0.3779, loss_mask: 0.4577, loss: 1.4903
2022-07-30 21:23:21,401 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 9:40:33, time: 0.386, data_time: 0.026, memory: 12203, loss_rpn_cls: 0.0793, loss_rpn_bbox: 0.0848, loss_cls: 0.4723, acc: 89.1672, loss_bbox: 0.3773, loss_mask: 0.4380, loss: 1.4517
2022-07-30 21:23:40,884 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 9:39:12, time: 0.390, data_time: 0.023, memory: 12203, loss_rpn_cls: 0.0774, loss_rpn_bbox: 0.0808, loss_cls: 0.4346, acc: 89.4307, loss_bbox: 0.3637, loss_mask: 0.4260, loss: 1.3826
2022-07-30 21:23:59,982 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 9:37:12, time: 0.382, data_time: 0.024, memory: 12203, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0830, loss_cls: 0.4202, acc: 89.6702, loss_bbox: 0.3583, loss_mask: 0.4165, loss: 1.3530
2022-07-30 21:24:19,337 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 9:35:55, time: 0.387, data_time: 0.023, memory: 12203, loss_rpn_cls: 0.0744, loss_rpn_bbox: 0.0804, loss_cls: 0.4081, acc: 89.2896, loss_bbox: 0.3700, loss_mask: 0.4059, loss: 1.3389
2022-07-30 21:24:38,871 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 9:35:05, time: 0.391, data_time: 0.027, memory: 12203, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0779, loss_cls: 0.3832, acc: 89.7983, loss_bbox: 0.3537, loss_mask: 0.3850, loss: 1.2689
2022-07-30 21:24:58,167 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 9:33:54, time: 0.386, data_time: 0.028, memory: 12203, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.0771, loss_cls: 0.3853, acc: 89.6067, loss_bbox: 0.3593, loss_mask: 0.3873, loss: 1.2791
2022-07-30 21:25:17,530 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 9:32:54, time: 0.387, data_time: 0.024, memory: 12203, loss_rpn_cls: 0.0664, loss_rpn_bbox: 0.0768, loss_cls: 0.3666, acc: 89.9648, loss_bbox: 0.3503, loss_mask: 0.3832, loss: 1.2432
2022-07-30 21:25:36,894 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 9:32:01, time: 0.388, data_time: 0.028, memory: 12203, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0773, loss_cls: 0.3707, acc: 89.7856, loss_bbox: 0.3499, loss_mask: 0.3845, loss: 1.2496
2022-07-30 21:25:56,115 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 21:25:56,115 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 9:30:57, time: 0.384, data_time: 0.024, memory: 12203, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0751, loss_cls: 0.3634, acc: 89.8940, loss_bbox: 0.3422, loss_mask: 0.3743, loss: 1.2195
2022-07-30 21:26:15,637 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 9:30:23, time: 0.390, data_time: 0.024, memory: 12203, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0741, loss_cls: 0.3520, acc: 89.6262, loss_bbox: 0.3518, loss_mask: 0.3634, loss: 1.2017
2022-07-30 21:26:34,704 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 9:29:14, time: 0.381, data_time: 0.026, memory: 12203, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.0732, loss_cls: 0.3542, acc: 89.8706, loss_bbox: 0.3429, loss_mask: 0.3670, loss: 1.2000
2022-07-30 21:26:53,912 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 9:28:21, time: 0.384, data_time: 0.025, memory: 12203, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0745, loss_cls: 0.3448, acc: 89.9871, loss_bbox: 0.3386, loss_mask: 0.3644, loss: 1.1827
2022-07-30 21:27:13,446 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 9:27:53, time: 0.391, data_time: 0.026, memory: 12203, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0719, loss_cls: 0.3474, acc: 89.8311, loss_bbox: 0.3483, loss_mask: 0.3574, loss: 1.1845
2022-07-30 21:27:32,513 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 9:26:54, time: 0.381, data_time: 0.028, memory: 12203, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0735, loss_cls: 0.3362, acc: 90.2244, loss_bbox: 0.3311, loss_mask: 0.3510, loss: 1.1502
2022-07-30 21:27:51,843 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 9:26:15, time: 0.387, data_time: 0.026, memory: 12203, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0770, loss_cls: 0.3484, acc: 89.8284, loss_bbox: 0.3429, loss_mask: 0.3533, loss: 1.1808
2022-07-30 21:28:11,041 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 9:25:30, time: 0.384, data_time: 0.026, memory: 12203, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0704, loss_cls: 0.3421, acc: 89.9570, loss_bbox: 0.3379, loss_mask: 0.3445, loss: 1.1490
2022-07-30 21:28:30,421 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 9:24:57, time: 0.388, data_time: 0.025, memory: 12203, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0713, loss_cls: 0.3305, acc: 90.3015, loss_bbox: 0.3297, loss_mask: 0.3399, loss: 1.1284
2022-07-30 21:28:49,746 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 9:24:22, time: 0.386, data_time: 0.022, memory: 12203, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0703, loss_cls: 0.3184, acc: 90.5896, loss_bbox: 0.3197, loss_mask: 0.3460, loss: 1.1106
2022-07-30 21:29:08,855 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 9:23:36, time: 0.382, data_time: 0.022, memory: 12203, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0706, loss_cls: 0.3238, acc: 90.3396, loss_bbox: 0.3210, loss_mask: 0.3383, loss: 1.1158
2022-07-30 21:29:28,352 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 9:23:13, time: 0.390, data_time: 0.031, memory: 12203, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0701, loss_cls: 0.3397, acc: 89.7622, loss_bbox: 0.3434, loss_mask: 0.3492, loss: 1.1583
2022-07-30 21:29:47,532 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 9:22:33, time: 0.383, data_time: 0.029, memory: 12203, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0716, loss_cls: 0.3238, acc: 90.1504, loss_bbox: 0.3350, loss_mask: 0.3409, loss: 1.1261
2022-07-30 21:30:06,682 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 9:21:53, time: 0.383, data_time: 0.023, memory: 12203, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0716, loss_cls: 0.3281, acc: 90.1165, loss_bbox: 0.3354, loss_mask: 0.3360, loss: 1.1300
2022-07-30 21:30:25,983 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 9:21:22, time: 0.386, data_time: 0.030, memory: 12203, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0706, loss_cls: 0.3257, acc: 89.9761, loss_bbox: 0.3384, loss_mask: 0.3330, loss: 1.1218
2022-07-30 21:30:44,985 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 9:20:37, time: 0.380, data_time: 0.023, memory: 12203, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0684, loss_cls: 0.3139, acc: 90.4800, loss_bbox: 0.3191, loss_mask: 0.3283, loss: 1.0809
2022-07-30 21:31:04,030 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 9:19:55, time: 0.381, data_time: 0.028, memory: 12203, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0674, loss_cls: 0.3035, acc: 90.7571, loss_bbox: 0.3154, loss_mask: 0.3294, loss: 1.0713
2022-07-30 21:31:22,963 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 9:19:09, time: 0.379, data_time: 0.027, memory: 12203, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0712, loss_cls: 0.3138, acc: 90.3345, loss_bbox: 0.3237, loss_mask: 0.3293, loss: 1.0919
2022-07-30 21:31:42,014 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 9:18:30, time: 0.381, data_time: 0.027, memory: 12203, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0703, loss_cls: 0.3118, acc: 90.2122, loss_bbox: 0.3315, loss_mask: 0.3300, loss: 1.1005
2022-07-30 21:32:00,994 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 9:17:49, time: 0.380, data_time: 0.025, memory: 12203, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0693, loss_cls: 0.3161, acc: 90.1724, loss_bbox: 0.3285, loss_mask: 0.3318, loss: 1.0985
2022-07-30 21:32:20,102 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 21:32:20,102 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 9:17:15, time: 0.382, data_time: 0.025, memory: 12203, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0681, loss_cls: 0.3020, acc: 90.5068, loss_bbox: 0.3208, loss_mask: 0.3242, loss: 1.0698
2022-07-30 21:32:39,354 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 9:16:47, time: 0.385, data_time: 0.032, memory: 12203, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0710, loss_cls: 0.2959, acc: 90.8582, loss_bbox: 0.3118, loss_mask: 0.3191, loss: 1.0536
2022-07-30 21:32:58,169 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 9:16:02, time: 0.376, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0693, loss_cls: 0.3068, acc: 90.4421, loss_bbox: 0.3205, loss_mask: 0.3217, loss: 1.0675
2022-07-30 21:33:17,532 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 9:15:40, time: 0.387, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0679, loss_cls: 0.3133, acc: 90.2693, loss_bbox: 0.3271, loss_mask: 0.3210, loss: 1.0786
2022-07-30 21:33:36,884 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 9:15:18, time: 0.387, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0712, loss_cls: 0.3161, acc: 90.1396, loss_bbox: 0.3298, loss_mask: 0.3270, loss: 1.0946
2022-07-30 21:33:56,204 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 9:14:54, time: 0.386, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0703, loss_cls: 0.3216, acc: 89.9846, loss_bbox: 0.3359, loss_mask: 0.3220, loss: 1.1054
2022-07-30 21:34:15,260 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 9:14:21, time: 0.381, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0698, loss_cls: 0.3024, acc: 90.5562, loss_bbox: 0.3074, loss_mask: 0.3130, loss: 1.0466
2022-07-30 21:34:34,687 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 9:14:02, time: 0.389, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0728, loss_cls: 0.3198, acc: 90.2056, loss_bbox: 0.3251, loss_mask: 0.3206, loss: 1.0867
2022-07-30 21:34:54,216 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 9:13:47, time: 0.391, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0719, loss_cls: 0.3084, acc: 90.2549, loss_bbox: 0.3301, loss_mask: 0.3203, loss: 1.0862
2022-07-30 21:35:13,555 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 9:13:25, time: 0.387, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0636, loss_cls: 0.3045, acc: 90.2725, loss_bbox: 0.3279, loss_mask: 0.3102, loss: 1.0538
2022-07-30 21:35:32,576 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 9:12:52, time: 0.380, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0614, loss_cls: 0.2986, acc: 90.5674, loss_bbox: 0.3139, loss_mask: 0.3129, loss: 1.0334
2022-07-30 21:35:51,697 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 9:12:23, time: 0.382, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0688, loss_cls: 0.3044, acc: 90.4480, loss_bbox: 0.3230, loss_mask: 0.3175, loss: 1.0702
2022-07-30 21:36:11,338 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 9:12:11, time: 0.393, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0710, loss_cls: 0.3059, acc: 90.2161, loss_bbox: 0.3238, loss_mask: 0.3201, loss: 1.0783
2022-07-30 21:36:30,804 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 9:11:54, time: 0.389, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0676, loss_cls: 0.3073, acc: 90.2068, loss_bbox: 0.3295, loss_mask: 0.3147, loss: 1.0707
2022-07-30 21:36:49,776 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 9:11:20, time: 0.379, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0674, loss_cls: 0.2954, acc: 90.6230, loss_bbox: 0.3173, loss_mask: 0.3134, loss: 1.0438
2022-07-30 21:37:08,891 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 9:10:52, time: 0.382, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0673, loss_cls: 0.2957, acc: 90.5471, loss_bbox: 0.3191, loss_mask: 0.3081, loss: 1.0408
2022-07-30 21:37:28,112 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 9:10:27, time: 0.384, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0666, loss_cls: 0.3019, acc: 90.3987, loss_bbox: 0.3203, loss_mask: 0.3152, loss: 1.0543
2022-07-30 21:37:47,478 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 9:10:07, time: 0.387, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0629, loss_cls: 0.2892, acc: 90.8047, loss_bbox: 0.3096, loss_mask: 0.3098, loss: 1.0236
2022-07-30 21:38:06,840 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 9:09:47, time: 0.387, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0633, loss_cls: 0.2769, acc: 91.0723, loss_bbox: 0.3068, loss_mask: 0.3008, loss: 0.9966
2022-07-30 21:38:25,606 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 9:09:10, time: 0.375, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0612, loss_cls: 0.2804, acc: 90.9653, loss_bbox: 0.3061, loss_mask: 0.2990, loss: 0.9941
2022-07-30 21:38:44,687 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 21:38:44,687 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 9:08:42, time: 0.382, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0675, loss_cls: 0.2915, acc: 90.7410, loss_bbox: 0.3126, loss_mask: 0.3139, loss: 1.0346
2022-07-30 21:39:03,942 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 9:08:19, time: 0.385, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0666, loss_cls: 0.3035, acc: 90.4541, loss_bbox: 0.3159, loss_mask: 0.3099, loss: 1.0468
2022-07-30 21:39:22,876 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 9:07:47, time: 0.379, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0688, loss_cls: 0.2943, acc: 90.5872, loss_bbox: 0.3121, loss_mask: 0.3026, loss: 1.0277
2022-07-30 21:39:41,905 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 9:07:19, time: 0.381, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0660, loss_cls: 0.2800, acc: 91.0088, loss_bbox: 0.3009, loss_mask: 0.3044, loss: 1.0008
2022-07-30 21:40:00,931 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 9:06:51, time: 0.381, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0628, loss_cls: 0.2863, acc: 90.8372, loss_bbox: 0.3089, loss_mask: 0.3014, loss: 1.0064
2022-07-30 21:40:20,119 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 9:06:27, time: 0.384, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0654, loss_cls: 0.2924, acc: 90.5503, loss_bbox: 0.3182, loss_mask: 0.3076, loss: 1.0298
2022-07-30 21:40:39,220 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 9:06:01, time: 0.382, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0651, loss_cls: 0.2873, acc: 90.5925, loss_bbox: 0.3152, loss_mask: 0.3070, loss: 1.0228
2022-07-30 21:40:58,490 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 9:05:40, time: 0.386, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0647, loss_cls: 0.2934, acc: 90.7151, loss_bbox: 0.3130, loss_mask: 0.3054, loss: 1.0253
2022-07-30 21:41:17,795 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 9:05:20, time: 0.386, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0650, loss_cls: 0.2867, acc: 90.9141, loss_bbox: 0.3035, loss_mask: 0.3019, loss: 1.0067
2022-07-30 21:41:37,071 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 9:04:58, time: 0.385, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0632, loss_cls: 0.2791, acc: 91.0422, loss_bbox: 0.2984, loss_mask: 0.3022, loss: 0.9909
2022-07-30 21:41:56,223 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 9:04:34, time: 0.383, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0634, loss_cls: 0.2854, acc: 91.0024, loss_bbox: 0.2999, loss_mask: 0.2969, loss: 0.9942
2022-07-30 21:42:14,934 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 9:04:00, time: 0.374, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0654, loss_cls: 0.2851, acc: 90.7471, loss_bbox: 0.3086, loss_mask: 0.3002, loss: 1.0064
2022-07-30 21:42:33,760 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 9:03:29, time: 0.377, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0627, loss_cls: 0.2826, acc: 90.9165, loss_bbox: 0.2993, loss_mask: 0.3032, loss: 0.9946
2022-07-30 21:42:52,781 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 9:03:02, time: 0.380, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0598, loss_cls: 0.2797, acc: 91.0466, loss_bbox: 0.2947, loss_mask: 0.2996, loss: 0.9852
2022-07-30 21:43:11,558 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 9:02:31, time: 0.376, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0635, loss_cls: 0.2873, acc: 90.7300, loss_bbox: 0.3116, loss_mask: 0.3069, loss: 1.0156
2022-07-30 21:43:30,547 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 9:02:04, time: 0.380, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0634, loss_cls: 0.2949, acc: 90.5200, loss_bbox: 0.3143, loss_mask: 0.3066, loss: 1.0278
2022-07-30 21:43:50,115 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 9:01:50, time: 0.391, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0630, loss_cls: 0.2859, acc: 90.8252, loss_bbox: 0.3149, loss_mask: 0.3006, loss: 1.0137
2022-07-30 21:44:09,182 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 9:01:26, time: 0.381, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0637, loss_cls: 0.2806, acc: 91.0745, loss_bbox: 0.3022, loss_mask: 0.2979, loss: 0.9927
2022-07-30 21:44:27,717 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 9:00:49, time: 0.371, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0630, loss_cls: 0.2869, acc: 90.8525, loss_bbox: 0.3058, loss_mask: 0.3009, loss: 1.0043
2022-07-30 21:44:47,195 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 9:00:34, time: 0.390, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0644, loss_cls: 0.2755, acc: 91.0371, loss_bbox: 0.3026, loss_mask: 0.2983, loss: 0.9886
2022-07-30 21:45:06,242 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 21:45:06,242 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 9:00:09, time: 0.381, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0636, loss_cls: 0.2879, acc: 90.5662, loss_bbox: 0.3178, loss_mask: 0.2952, loss: 1.0112
2022-07-30 21:45:25,125 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 8:59:41, time: 0.378, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0623, loss_cls: 0.2777, acc: 91.1316, loss_bbox: 0.2984, loss_mask: 0.2978, loss: 0.9828
2022-07-30 21:45:43,907 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 8:59:12, time: 0.376, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0652, loss_cls: 0.2817, acc: 90.9695, loss_bbox: 0.3070, loss_mask: 0.2993, loss: 1.0036
2022-07-30 21:46:02,788 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 8:58:44, time: 0.378, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0610, loss_cls: 0.2654, acc: 91.4348, loss_bbox: 0.2889, loss_mask: 0.2887, loss: 0.9511
2022-07-30 21:46:21,560 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 8:58:14, time: 0.375, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0655, loss_cls: 0.2900, acc: 90.5449, loss_bbox: 0.3123, loss_mask: 0.3008, loss: 1.0178
2022-07-30 21:46:40,341 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 8:57:45, time: 0.376, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0654, loss_cls: 0.2808, acc: 90.9065, loss_bbox: 0.3106, loss_mask: 0.2911, loss: 0.9941
2022-07-30 21:46:59,452 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 8:57:23, time: 0.382, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0605, loss_cls: 0.2708, acc: 91.1897, loss_bbox: 0.2963, loss_mask: 0.2983, loss: 0.9690
2022-07-30 21:47:18,789 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 8:57:05, time: 0.387, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0619, loss_cls: 0.2948, acc: 90.5598, loss_bbox: 0.3194, loss_mask: 0.3004, loss: 1.0229
2022-07-30 21:47:37,891 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 8:56:42, time: 0.382, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0606, loss_cls: 0.2753, acc: 91.1062, loss_bbox: 0.3015, loss_mask: 0.2897, loss: 0.9723
2022-07-30 21:47:56,917 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 8:56:19, time: 0.381, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0639, loss_cls: 0.2829, acc: 90.8923, loss_bbox: 0.3025, loss_mask: 0.2932, loss: 0.9892
2022-07-30 21:48:16,017 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 8:55:56, time: 0.382, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0625, loss_cls: 0.2763, acc: 90.9797, loss_bbox: 0.2995, loss_mask: 0.2931, loss: 0.9763
2022-07-30 21:48:35,400 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 8:55:39, time: 0.388, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0695, loss_cls: 0.2788, acc: 90.8535, loss_bbox: 0.3109, loss_mask: 0.2928, loss: 1.0015
2022-07-30 21:48:54,260 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 8:55:13, time: 0.377, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0636, loss_cls: 0.2706, acc: 91.1699, loss_bbox: 0.2960, loss_mask: 0.2868, loss: 0.9616
2022-07-30 21:49:13,464 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 8:54:52, time: 0.384, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0623, loss_cls: 0.2763, acc: 91.0786, loss_bbox: 0.3016, loss_mask: 0.2927, loss: 0.9793
2022-07-30 21:49:32,238 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 8:54:24, time: 0.375, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0589, loss_cls: 0.2659, acc: 91.3276, loss_bbox: 0.2928, loss_mask: 0.2876, loss: 0.9474
2022-07-30 21:49:51,078 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 8:53:58, time: 0.377, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0607, loss_cls: 0.2624, acc: 91.5852, loss_bbox: 0.2840, loss_mask: 0.2844, loss: 0.9387
2022-07-30 21:50:10,026 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 8:53:33, time: 0.379, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0615, loss_cls: 0.2773, acc: 91.2617, loss_bbox: 0.2961, loss_mask: 0.2944, loss: 0.9760
2022-07-30 21:50:29,272 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 8:53:14, time: 0.385, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0616, loss_cls: 0.2727, acc: 91.1167, loss_bbox: 0.2992, loss_mask: 0.2898, loss: 0.9696
2022-07-30 21:50:48,100 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 8:52:48, time: 0.377, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0601, loss_cls: 0.2663, acc: 91.3862, loss_bbox: 0.2948, loss_mask: 0.2847, loss: 0.9489
2022-07-30 21:51:07,290 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 8:52:27, time: 0.384, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0625, loss_cls: 0.2717, acc: 91.2070, loss_bbox: 0.2951, loss_mask: 0.2905, loss: 0.9727
2022-07-30 21:51:26,369 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 21:51:26,369 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 8:52:05, time: 0.382, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0655, loss_cls: 0.2680, acc: 91.2046, loss_bbox: 0.2972, loss_mask: 0.2939, loss: 0.9735
2022-07-30 21:51:45,145 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 8:51:39, time: 0.376, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0586, loss_cls: 0.2734, acc: 91.2166, loss_bbox: 0.3023, loss_mask: 0.2889, loss: 0.9675
2022-07-30 21:52:04,298 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 8:51:18, time: 0.383, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0619, loss_cls: 0.2712, acc: 91.0835, loss_bbox: 0.3048, loss_mask: 0.2885, loss: 0.9765
2022-07-30 21:52:23,617 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 8:51:00, time: 0.386, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0589, loss_cls: 0.2790, acc: 91.1306, loss_bbox: 0.2964, loss_mask: 0.2908, loss: 0.9688
2022-07-30 21:52:42,359 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 8:50:33, time: 0.375, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0570, loss_cls: 0.2517, acc: 91.6443, loss_bbox: 0.2830, loss_mask: 0.2825, loss: 0.9158
2022-07-30 21:53:01,404 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 8:50:11, time: 0.381, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0590, loss_cls: 0.2711, acc: 91.0898, loss_bbox: 0.2973, loss_mask: 0.2853, loss: 0.9544
2022-07-30 21:53:20,773 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 8:49:54, time: 0.387, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0630, loss_cls: 0.2785, acc: 90.9526, loss_bbox: 0.3091, loss_mask: 0.2868, loss: 0.9834
2022-07-30 21:53:39,407 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 8:49:25, time: 0.373, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0571, loss_cls: 0.2659, acc: 91.3315, loss_bbox: 0.2947, loss_mask: 0.2858, loss: 0.9441
2022-07-30 21:53:58,362 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 8:49:02, time: 0.379, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0614, loss_cls: 0.2746, acc: 91.0376, loss_bbox: 0.2962, loss_mask: 0.2909, loss: 0.9672
2022-07-30 21:54:16,945 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 8:48:33, time: 0.372, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0597, loss_cls: 0.2648, acc: 91.3997, loss_bbox: 0.2898, loss_mask: 0.2861, loss: 0.9427
2022-07-30 21:54:35,599 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 8:48:05, time: 0.373, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0596, loss_cls: 0.2636, acc: 91.3230, loss_bbox: 0.2902, loss_mask: 0.2850, loss: 0.9409
2022-07-30 21:54:54,373 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 8:47:39, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0614, loss_cls: 0.2670, acc: 91.3108, loss_bbox: 0.2899, loss_mask: 0.2835, loss: 0.9474
2022-07-30 21:55:13,049 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 8:47:12, time: 0.374, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0631, loss_cls: 0.2742, acc: 90.9795, loss_bbox: 0.3052, loss_mask: 0.2839, loss: 0.9725
2022-07-30 21:55:31,746 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 8:46:46, time: 0.374, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0609, loss_cls: 0.2667, acc: 91.3958, loss_bbox: 0.2906, loss_mask: 0.2887, loss: 0.9515
2022-07-30 21:55:50,396 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 8:46:19, time: 0.373, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0594, loss_cls: 0.2673, acc: 91.2366, loss_bbox: 0.2951, loss_mask: 0.2857, loss: 0.9479
2022-07-30 21:56:08,909 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 8:45:50, time: 0.370, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0593, loss_cls: 0.2598, acc: 91.6487, loss_bbox: 0.2829, loss_mask: 0.2836, loss: 0.9299
2022-07-30 21:56:27,723 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 8:45:25, time: 0.376, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0591, loss_cls: 0.2734, acc: 91.1147, loss_bbox: 0.2951, loss_mask: 0.2929, loss: 0.9641
2022-07-30 21:56:46,654 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 8:45:03, time: 0.379, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0622, loss_cls: 0.2679, acc: 91.1257, loss_bbox: 0.2981, loss_mask: 0.2837, loss: 0.9571
2022-07-30 21:57:05,290 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 8:44:36, time: 0.373, data_time: 0.033, memory: 12213, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0595, loss_cls: 0.2711, acc: 91.2485, loss_bbox: 0.2936, loss_mask: 0.2812, loss: 0.9479
2022-07-30 21:57:23,954 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 8:44:09, time: 0.373, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0584, loss_cls: 0.2682, acc: 91.1638, loss_bbox: 0.2994, loss_mask: 0.2841, loss: 0.9512
2022-07-30 21:57:42,851 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 21:57:42,851 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 8:43:46, time: 0.378, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0612, loss_cls: 0.2650, acc: 91.3398, loss_bbox: 0.2915, loss_mask: 0.2845, loss: 0.9440
2022-07-30 21:58:01,590 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 8:43:21, time: 0.375, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0577, loss_cls: 0.2714, acc: 91.2004, loss_bbox: 0.2995, loss_mask: 0.2832, loss: 0.9541
2022-07-30 21:58:20,064 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 8:42:53, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0577, loss_cls: 0.2734, acc: 91.1423, loss_bbox: 0.3031, loss_mask: 0.2810, loss: 0.9599
2022-07-30 21:58:38,635 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 8:42:26, time: 0.371, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0589, loss_cls: 0.2698, acc: 91.1799, loss_bbox: 0.2893, loss_mask: 0.2829, loss: 0.9485
2022-07-30 21:58:57,742 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 8:42:06, time: 0.382, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0614, loss_cls: 0.2668, acc: 91.2437, loss_bbox: 0.2977, loss_mask: 0.2862, loss: 0.9539
2022-07-30 21:59:16,507 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 8:41:42, time: 0.375, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0623, loss_cls: 0.2733, acc: 91.0869, loss_bbox: 0.3005, loss_mask: 0.2800, loss: 0.9623
2022-07-30 21:59:35,253 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 8:41:17, time: 0.375, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0584, loss_cls: 0.2596, acc: 91.4114, loss_bbox: 0.2902, loss_mask: 0.2898, loss: 0.9407
2022-07-30 21:59:53,818 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 8:40:51, time: 0.371, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0606, loss_cls: 0.2651, acc: 91.4365, loss_bbox: 0.2917, loss_mask: 0.2816, loss: 0.9427
2022-07-30 22:00:12,113 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 8:40:21, time: 0.366, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0580, loss_cls: 0.2750, acc: 91.2737, loss_bbox: 0.2884, loss_mask: 0.2844, loss: 0.9525
2022-07-30 22:00:30,891 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 8:39:57, time: 0.376, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0605, loss_cls: 0.2802, acc: 90.7288, loss_bbox: 0.3050, loss_mask: 0.2813, loss: 0.9685
2022-07-30 22:00:49,549 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 8:39:32, time: 0.373, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0581, loss_cls: 0.2554, acc: 91.7009, loss_bbox: 0.2789, loss_mask: 0.2835, loss: 0.9220
2022-07-30 22:01:07,968 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 8:39:04, time: 0.368, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0580, loss_cls: 0.2572, acc: 91.4241, loss_bbox: 0.2908, loss_mask: 0.2790, loss: 0.9269
2022-07-30 22:01:26,633 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 8:38:39, time: 0.373, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0565, loss_cls: 0.2610, acc: 91.3508, loss_bbox: 0.2909, loss_mask: 0.2781, loss: 0.9282
2022-07-30 22:01:45,256 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 8:38:14, time: 0.372, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0582, loss_cls: 0.2682, acc: 91.1313, loss_bbox: 0.2981, loss_mask: 0.2861, loss: 0.9513
2022-07-30 22:02:03,627 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 8:37:45, time: 0.367, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0610, loss_cls: 0.2672, acc: 91.2490, loss_bbox: 0.2922, loss_mask: 0.2866, loss: 0.9512
2022-07-30 22:02:22,100 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 8:37:19, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0547, loss_cls: 0.2570, acc: 91.6692, loss_bbox: 0.2870, loss_mask: 0.2792, loss: 0.9208
2022-07-30 22:02:40,949 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 8:36:56, time: 0.377, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0622, loss_cls: 0.2709, acc: 91.0762, loss_bbox: 0.3022, loss_mask: 0.2778, loss: 0.9555
2022-07-30 22:02:59,488 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 8:36:30, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0616, loss_cls: 0.2646, acc: 91.2852, loss_bbox: 0.2900, loss_mask: 0.2769, loss: 0.9335
2022-07-30 22:03:17,931 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 8:36:04, time: 0.369, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0573, loss_cls: 0.2564, acc: 91.6006, loss_bbox: 0.2805, loss_mask: 0.2811, loss: 0.9164
2022-07-30 22:03:37,117 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 8:35:46, time: 0.384, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0597, loss_cls: 0.2542, acc: 91.7017, loss_bbox: 0.2822, loss_mask: 0.2816, loss: 0.9211
2022-07-30 22:03:55,732 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 22:03:55,732 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 8:35:21, time: 0.372, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0595, loss_cls: 0.2692, acc: 91.0466, loss_bbox: 0.2983, loss_mask: 0.2827, loss: 0.9519
2022-07-30 22:04:14,451 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 8:34:57, time: 0.374, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0587, loss_cls: 0.2670, acc: 91.1648, loss_bbox: 0.2969, loss_mask: 0.2877, loss: 0.9532
2022-07-30 22:04:33,170 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 8:34:34, time: 0.374, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0623, loss_cls: 0.2607, acc: 91.4590, loss_bbox: 0.2836, loss_mask: 0.2786, loss: 0.9274
2022-07-30 22:04:51,744 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 8:34:09, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0595, loss_cls: 0.2579, acc: 91.4421, loss_bbox: 0.2848, loss_mask: 0.2737, loss: 0.9139
2022-07-30 22:05:10,180 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 8:33:43, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0590, loss_cls: 0.2587, acc: 91.2905, loss_bbox: 0.2922, loss_mask: 0.2803, loss: 0.9345
2022-07-30 22:05:28,712 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 8:33:17, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0598, loss_cls: 0.2450, acc: 91.7703, loss_bbox: 0.2748, loss_mask: 0.2688, loss: 0.8907
2022-07-30 22:05:47,252 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 8:32:52, time: 0.371, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0582, loss_cls: 0.2554, acc: 91.5388, loss_bbox: 0.2854, loss_mask: 0.2733, loss: 0.9155
2022-07-30 22:05:58,658 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-07-30 22:07:09,218 - 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=29.21s).
Accumulating evaluation results...
DONE (t=5.03s).
2022-07-30 22:07:44,209 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.310
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.546
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.320
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.183
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.343
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.403
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.466
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.466
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.466
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.301
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.500
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.585
2022-07-30 22:07:44,209 - 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=1.68s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=30.74s).
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=5.13s).
2022-07-30 22:08:23,353 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.306
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.519
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.318
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.136
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.338
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.450
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.450
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.450
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.267
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.488
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.594
2022-07-30 22:08:24,029 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 22:08:24,029 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.3100, bbox_mAP_50: 0.5460, bbox_mAP_75: 0.3200, bbox_mAP_s: 0.1830, bbox_mAP_m: 0.3430, bbox_mAP_l: 0.4030, bbox_mAP_copypaste: 0.310 0.546 0.320 0.183 0.343 0.403, segm_mAP: 0.3060, segm_mAP_50: 0.5190, segm_mAP_75: 0.3180, segm_mAP_s: 0.1360, segm_mAP_m: 0.3380, segm_mAP_l: 0.4520, segm_mAP_copypaste: 0.306 0.519 0.318 0.136 0.338 0.452
2022-07-30 22:08:47,699 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 8:31:07, time: 0.473, data_time: 0.097, memory: 12213, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0619, loss_cls: 0.2567, acc: 91.3162, loss_bbox: 0.2937, loss_mask: 0.2802, loss: 0.9316
2022-07-30 22:09:07,387 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 8:30:55, time: 0.394, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0542, loss_cls: 0.2502, acc: 91.4932, loss_bbox: 0.2873, loss_mask: 0.2727, loss: 0.9009
2022-07-30 22:09:27,026 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 8:30:43, time: 0.393, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0590, loss_cls: 0.2595, acc: 91.2993, loss_bbox: 0.2890, loss_mask: 0.2760, loss: 0.9223
2022-07-30 22:09:46,174 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 8:30:25, time: 0.383, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0551, loss_cls: 0.2498, acc: 91.8071, loss_bbox: 0.2779, loss_mask: 0.2748, loss: 0.8961
2022-07-30 22:10:05,400 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 8:30:08, time: 0.385, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0550, loss_cls: 0.2465, acc: 91.7993, loss_bbox: 0.2735, loss_mask: 0.2692, loss: 0.8819
2022-07-30 22:10:24,498 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 8:29:49, time: 0.382, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0559, loss_cls: 0.2493, acc: 91.6736, loss_bbox: 0.2783, loss_mask: 0.2801, loss: 0.9013
2022-07-30 22:10:43,546 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 8:29:30, time: 0.381, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0584, loss_cls: 0.2538, acc: 91.6206, loss_bbox: 0.2806, loss_mask: 0.2787, loss: 0.9125
2022-07-30 22:11:02,831 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 8:29:14, time: 0.386, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0579, loss_cls: 0.2489, acc: 91.7375, loss_bbox: 0.2799, loss_mask: 0.2766, loss: 0.9037
2022-07-30 22:11:21,837 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 8:28:54, time: 0.380, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0530, loss_cls: 0.2426, acc: 91.8984, loss_bbox: 0.2681, loss_mask: 0.2653, loss: 0.8670
2022-07-30 22:11:40,762 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 8:28:34, time: 0.378, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0558, loss_cls: 0.2433, acc: 91.7903, loss_bbox: 0.2816, loss_mask: 0.2779, loss: 0.8950
2022-07-30 22:11:59,865 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 8:28:16, time: 0.382, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0593, loss_cls: 0.2527, acc: 91.5938, loss_bbox: 0.2832, loss_mask: 0.2708, loss: 0.9051
2022-07-30 22:12:18,676 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 8:27:54, time: 0.376, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0559, loss_cls: 0.2465, acc: 91.5898, loss_bbox: 0.2834, loss_mask: 0.2757, loss: 0.8976
2022-07-30 22:12:37,795 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 8:27:36, time: 0.382, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0549, loss_cls: 0.2488, acc: 91.6863, loss_bbox: 0.2792, loss_mask: 0.2696, loss: 0.8915
2022-07-30 22:12:56,779 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 8:27:16, time: 0.380, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0541, loss_cls: 0.2334, acc: 92.0334, loss_bbox: 0.2750, loss_mask: 0.2663, loss: 0.8662
2022-07-30 22:13:15,480 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 8:26:54, time: 0.374, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0576, loss_cls: 0.2484, acc: 91.8276, loss_bbox: 0.2770, loss_mask: 0.2727, loss: 0.8937
2022-07-30 22:13:34,433 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 8:26:34, time: 0.379, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0573, loss_cls: 0.2526, acc: 91.5349, loss_bbox: 0.2844, loss_mask: 0.2715, loss: 0.9090
2022-07-30 22:13:53,301 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 8:26:13, time: 0.377, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0575, loss_cls: 0.2613, acc: 91.3667, loss_bbox: 0.2892, loss_mask: 0.2732, loss: 0.9178
2022-07-30 22:14:11,940 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 8:25:51, time: 0.373, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0548, loss_cls: 0.2507, acc: 91.6299, loss_bbox: 0.2796, loss_mask: 0.2714, loss: 0.8947
2022-07-30 22:14:30,754 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 8:25:29, time: 0.376, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0564, loss_cls: 0.2419, acc: 92.0020, loss_bbox: 0.2755, loss_mask: 0.2630, loss: 0.8753
2022-07-30 22:14:49,993 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 8:25:12, time: 0.385, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0547, loss_cls: 0.2338, acc: 92.1479, loss_bbox: 0.2730, loss_mask: 0.2715, loss: 0.8673
2022-07-30 22:15:09,051 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 8:24:54, time: 0.381, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0585, loss_cls: 0.2528, acc: 91.5393, loss_bbox: 0.2849, loss_mask: 0.2759, loss: 0.9106
2022-07-30 22:15:28,117 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 8:24:35, time: 0.381, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0558, loss_cls: 0.2446, acc: 91.7737, loss_bbox: 0.2790, loss_mask: 0.2703, loss: 0.8877
2022-07-30 22:15:47,288 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 8:24:17, time: 0.383, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0601, loss_cls: 0.2581, acc: 91.3025, loss_bbox: 0.2890, loss_mask: 0.2651, loss: 0.9132
2022-07-30 22:16:06,136 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 8:23:56, time: 0.377, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0558, loss_cls: 0.2552, acc: 91.4617, loss_bbox: 0.2860, loss_mask: 0.2701, loss: 0.9084
2022-07-30 22:16:25,589 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 8:23:41, time: 0.389, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0596, loss_cls: 0.2614, acc: 91.2102, loss_bbox: 0.2959, loss_mask: 0.2805, loss: 0.9398
2022-07-30 22:16:44,606 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 8:23:22, time: 0.380, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0598, loss_cls: 0.2496, acc: 91.6084, loss_bbox: 0.2858, loss_mask: 0.2730, loss: 0.9073
2022-07-30 22:17:03,810 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 8:23:04, time: 0.384, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0566, loss_cls: 0.2466, acc: 91.7070, loss_bbox: 0.2717, loss_mask: 0.2657, loss: 0.8803
2022-07-30 22:17:23,128 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 8:22:48, time: 0.386, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0545, loss_cls: 0.2466, acc: 91.6912, loss_bbox: 0.2806, loss_mask: 0.2658, loss: 0.8866
2022-07-30 22:17:42,089 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 8:22:28, time: 0.379, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0538, loss_cls: 0.2458, acc: 91.8945, loss_bbox: 0.2737, loss_mask: 0.2720, loss: 0.8809
2022-07-30 22:18:00,831 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 8:22:06, time: 0.375, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0556, loss_cls: 0.2362, acc: 92.0413, loss_bbox: 0.2697, loss_mask: 0.2701, loss: 0.8686
2022-07-30 22:18:20,229 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 8:21:51, time: 0.388, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0592, loss_cls: 0.2611, acc: 91.2419, loss_bbox: 0.2910, loss_mask: 0.2703, loss: 0.9206
2022-07-30 22:18:39,206 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 8:21:31, time: 0.380, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0572, loss_cls: 0.2425, acc: 91.7954, loss_bbox: 0.2703, loss_mask: 0.2688, loss: 0.8781
2022-07-30 22:18:57,881 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 8:21:09, time: 0.373, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0534, loss_cls: 0.2546, acc: 91.6431, loss_bbox: 0.2845, loss_mask: 0.2718, loss: 0.8997
2022-07-30 22:19:17,188 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 8:20:52, time: 0.386, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0584, loss_cls: 0.2452, acc: 91.6516, loss_bbox: 0.2843, loss_mask: 0.2692, loss: 0.8936
2022-07-30 22:19:36,658 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 8:20:37, time: 0.389, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0586, loss_cls: 0.2540, acc: 91.4534, loss_bbox: 0.2933, loss_mask: 0.2707, loss: 0.9175
2022-07-30 22:19:55,726 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 8:20:18, time: 0.382, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0583, loss_cls: 0.2442, acc: 91.7849, loss_bbox: 0.2766, loss_mask: 0.2636, loss: 0.8812
2022-07-30 22:20:14,716 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 8:19:59, time: 0.380, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0551, loss_cls: 0.2541, acc: 91.3091, loss_bbox: 0.2911, loss_mask: 0.2726, loss: 0.9087
2022-07-30 22:20:34,754 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 8:19:48, time: 0.401, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0595, loss_cls: 0.2570, acc: 91.4312, loss_bbox: 0.2938, loss_mask: 0.2731, loss: 0.9223
2022-07-30 22:20:54,130 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 8:19:32, time: 0.388, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0555, loss_cls: 0.2421, acc: 91.8203, loss_bbox: 0.2762, loss_mask: 0.2689, loss: 0.8785
2022-07-30 22:21:13,130 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 8:19:12, time: 0.380, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0565, loss_cls: 0.2485, acc: 91.6423, loss_bbox: 0.2803, loss_mask: 0.2656, loss: 0.8892
2022-07-30 22:21:31,672 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 8:18:49, time: 0.371, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0553, loss_cls: 0.2422, acc: 91.7632, loss_bbox: 0.2724, loss_mask: 0.2701, loss: 0.8754
2022-07-30 22:21:50,555 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 8:18:29, time: 0.378, data_time: 0.020, memory: 12213, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0550, loss_cls: 0.2475, acc: 91.5903, loss_bbox: 0.2797, loss_mask: 0.2649, loss: 0.8830
2022-07-30 22:22:09,593 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 8:18:10, time: 0.381, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0566, loss_cls: 0.2426, acc: 91.9563, loss_bbox: 0.2701, loss_mask: 0.2660, loss: 0.8794
2022-07-30 22:22:28,618 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 8:17:50, time: 0.381, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0551, loss_cls: 0.2412, acc: 91.8745, loss_bbox: 0.2740, loss_mask: 0.2655, loss: 0.8724
2022-07-30 22:22:47,096 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 8:17:27, time: 0.370, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0547, loss_cls: 0.2390, acc: 91.9707, loss_bbox: 0.2735, loss_mask: 0.2668, loss: 0.8705
2022-07-30 22:23:05,849 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 8:17:05, time: 0.375, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0539, loss_cls: 0.2474, acc: 91.6250, loss_bbox: 0.2803, loss_mask: 0.2712, loss: 0.8886
2022-07-30 22:23:24,911 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 8:16:47, time: 0.381, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0583, loss_cls: 0.2400, acc: 91.9988, loss_bbox: 0.2728, loss_mask: 0.2711, loss: 0.8797
2022-07-30 22:23:43,722 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 8:16:26, time: 0.376, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0530, loss_cls: 0.2398, acc: 91.8750, loss_bbox: 0.2717, loss_mask: 0.2673, loss: 0.8697
2022-07-30 22:24:02,504 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 8:16:05, time: 0.376, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0542, loss_cls: 0.2492, acc: 91.6814, loss_bbox: 0.2816, loss_mask: 0.2733, loss: 0.8949
2022-07-30 22:24:21,396 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 8:15:44, time: 0.378, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0578, loss_cls: 0.2511, acc: 91.4714, loss_bbox: 0.2838, loss_mask: 0.2706, loss: 0.9006
2022-07-30 22:24:40,811 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 8:15:28, time: 0.388, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0576, loss_cls: 0.2489, acc: 91.4434, loss_bbox: 0.2852, loss_mask: 0.2688, loss: 0.8956
2022-07-30 22:25:00,012 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 8:15:11, time: 0.384, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0547, loss_cls: 0.2458, acc: 91.7742, loss_bbox: 0.2727, loss_mask: 0.2628, loss: 0.8728
2022-07-30 22:25:19,069 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 8:14:52, time: 0.381, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0564, loss_cls: 0.2432, acc: 91.8252, loss_bbox: 0.2705, loss_mask: 0.2668, loss: 0.8740
2022-07-30 22:25:38,243 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 8:14:34, time: 0.383, data_time: 0.020, memory: 12213, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0564, loss_cls: 0.2432, acc: 91.7063, loss_bbox: 0.2790, loss_mask: 0.2645, loss: 0.8794
2022-07-30 22:25:57,440 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 8:14:16, time: 0.384, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0570, loss_cls: 0.2471, acc: 91.6799, loss_bbox: 0.2809, loss_mask: 0.2731, loss: 0.8959
2022-07-30 22:26:16,521 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 8:13:57, time: 0.382, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0599, loss_cls: 0.2548, acc: 91.3608, loss_bbox: 0.2878, loss_mask: 0.2694, loss: 0.9093
2022-07-30 22:26:35,269 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 8:13:36, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0562, loss_cls: 0.2425, acc: 92.0698, loss_bbox: 0.2601, loss_mask: 0.2686, loss: 0.8658
2022-07-30 22:26:54,180 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 8:13:16, time: 0.378, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0563, loss_cls: 0.2505, acc: 91.5964, loss_bbox: 0.2771, loss_mask: 0.2671, loss: 0.8870
2022-07-30 22:27:13,137 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 8:12:56, time: 0.379, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0541, loss_cls: 0.2410, acc: 91.9009, loss_bbox: 0.2718, loss_mask: 0.2693, loss: 0.8734
2022-07-30 22:27:32,031 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 8:12:36, time: 0.378, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0543, loss_cls: 0.2453, acc: 91.8320, loss_bbox: 0.2760, loss_mask: 0.2675, loss: 0.8828
2022-07-30 22:27:50,975 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 8:12:16, time: 0.379, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0560, loss_cls: 0.2549, acc: 91.5662, loss_bbox: 0.2804, loss_mask: 0.2684, loss: 0.8975
2022-07-30 22:28:09,940 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 8:11:57, time: 0.379, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0572, loss_cls: 0.2488, acc: 91.6074, loss_bbox: 0.2785, loss_mask: 0.2636, loss: 0.8869
2022-07-30 22:28:28,461 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 8:11:34, time: 0.370, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0499, loss_cls: 0.2261, acc: 92.4004, loss_bbox: 0.2557, loss_mask: 0.2627, loss: 0.8285
2022-07-30 22:28:47,428 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 8:11:14, time: 0.379, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0547, loss_cls: 0.2328, acc: 92.2517, loss_bbox: 0.2628, loss_mask: 0.2584, loss: 0.8443
2022-07-30 22:29:06,408 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 8:10:55, time: 0.380, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0566, loss_cls: 0.2504, acc: 91.5283, loss_bbox: 0.2826, loss_mask: 0.2614, loss: 0.8863
2022-07-30 22:29:25,346 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 8:10:35, time: 0.379, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0546, loss_cls: 0.2473, acc: 91.8618, loss_bbox: 0.2715, loss_mask: 0.2666, loss: 0.8789
2022-07-30 22:29:44,251 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 8:10:15, time: 0.378, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0526, loss_cls: 0.2331, acc: 92.1716, loss_bbox: 0.2602, loss_mask: 0.2661, loss: 0.8454
2022-07-30 22:30:03,636 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 8:09:59, time: 0.388, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0580, loss_cls: 0.2526, acc: 91.6155, loss_bbox: 0.2749, loss_mask: 0.2637, loss: 0.8881
2022-07-30 22:30:22,707 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 8:09:40, time: 0.381, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0572, loss_cls: 0.2485, acc: 91.7341, loss_bbox: 0.2759, loss_mask: 0.2716, loss: 0.8920
2022-07-30 22:30:41,449 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 8:09:19, time: 0.375, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0538, loss_cls: 0.2436, acc: 91.8955, loss_bbox: 0.2722, loss_mask: 0.2703, loss: 0.8773
2022-07-30 22:31:00,060 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 8:08:57, time: 0.372, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0537, loss_cls: 0.2347, acc: 92.1365, loss_bbox: 0.2665, loss_mask: 0.2685, loss: 0.8606
2022-07-30 22:31:19,225 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 8:08:39, time: 0.383, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0562, loss_cls: 0.2484, acc: 91.6580, loss_bbox: 0.2742, loss_mask: 0.2657, loss: 0.8823
2022-07-30 22:31:38,087 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 8:08:19, time: 0.377, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0507, loss_cls: 0.2308, acc: 92.2432, loss_bbox: 0.2585, loss_mask: 0.2563, loss: 0.8302
2022-07-30 22:31:56,886 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 8:07:58, time: 0.376, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0535, loss_cls: 0.2389, acc: 92.0195, loss_bbox: 0.2647, loss_mask: 0.2628, loss: 0.8576
2022-07-30 22:32:15,940 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 8:07:39, time: 0.381, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0561, loss_cls: 0.2437, acc: 91.7974, loss_bbox: 0.2753, loss_mask: 0.2697, loss: 0.8835
2022-07-30 22:32:34,934 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 8:07:20, time: 0.380, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0568, loss_cls: 0.2401, acc: 91.8555, loss_bbox: 0.2804, loss_mask: 0.2659, loss: 0.8831
2022-07-30 22:32:54,126 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 8:07:02, time: 0.384, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0554, loss_cls: 0.2389, acc: 92.0645, loss_bbox: 0.2674, loss_mask: 0.2638, loss: 0.8624
2022-07-30 22:33:13,242 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 8:06:44, time: 0.382, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0536, loss_cls: 0.2469, acc: 91.6335, loss_bbox: 0.2820, loss_mask: 0.2625, loss: 0.8800
2022-07-30 22:33:32,129 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 8:06:24, time: 0.378, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0552, loss_cls: 0.2438, acc: 91.8677, loss_bbox: 0.2707, loss_mask: 0.2658, loss: 0.8727
2022-07-30 22:33:51,205 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 8:06:05, time: 0.381, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0545, loss_cls: 0.2357, acc: 92.1152, loss_bbox: 0.2698, loss_mask: 0.2589, loss: 0.8542
2022-07-30 22:34:10,618 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 8:05:48, time: 0.388, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0595, loss_cls: 0.2553, acc: 91.4617, loss_bbox: 0.2855, loss_mask: 0.2730, loss: 0.9150
2022-07-30 22:34:30,161 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 8:05:33, time: 0.391, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0576, loss_cls: 0.2436, acc: 91.7024, loss_bbox: 0.2805, loss_mask: 0.2625, loss: 0.8827
2022-07-30 22:34:49,709 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 8:05:17, time: 0.391, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0589, loss_cls: 0.2518, acc: 91.3613, loss_bbox: 0.2893, loss_mask: 0.2686, loss: 0.9066
2022-07-30 22:35:08,836 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 8:04:59, time: 0.383, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0549, loss_cls: 0.2408, acc: 91.8799, loss_bbox: 0.2688, loss_mask: 0.2627, loss: 0.8626
2022-07-30 22:35:27,719 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 8:04:39, time: 0.378, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0549, loss_cls: 0.2507, acc: 91.7830, loss_bbox: 0.2748, loss_mask: 0.2647, loss: 0.8822
2022-07-30 22:35:46,674 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 8:04:19, time: 0.379, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0534, loss_cls: 0.2447, acc: 91.8252, loss_bbox: 0.2734, loss_mask: 0.2691, loss: 0.8765
2022-07-30 22:36:05,571 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 8:03:59, time: 0.378, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0539, loss_cls: 0.2414, acc: 91.7297, loss_bbox: 0.2737, loss_mask: 0.2657, loss: 0.8742
2022-07-30 22:36:24,599 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 8:03:40, time: 0.381, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0561, loss_cls: 0.2544, acc: 91.4558, loss_bbox: 0.2789, loss_mask: 0.2693, loss: 0.8949
2022-07-30 22:36:43,477 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 8:03:20, time: 0.378, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0548, loss_cls: 0.2415, acc: 91.8372, loss_bbox: 0.2718, loss_mask: 0.2582, loss: 0.8605
2022-07-30 22:37:02,216 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 8:02:59, time: 0.375, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0550, loss_cls: 0.2418, acc: 92.0630, loss_bbox: 0.2629, loss_mask: 0.2640, loss: 0.8594
2022-07-30 22:37:21,158 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 8:02:39, time: 0.379, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0565, loss_cls: 0.2408, acc: 91.8069, loss_bbox: 0.2695, loss_mask: 0.2600, loss: 0.8633
2022-07-30 22:37:40,382 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 8:02:22, time: 0.385, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0563, loss_cls: 0.2481, acc: 91.7556, loss_bbox: 0.2723, loss_mask: 0.2651, loss: 0.8801
2022-07-30 22:37:59,232 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 8:02:01, time: 0.377, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0539, loss_cls: 0.2244, acc: 92.4729, loss_bbox: 0.2584, loss_mask: 0.2559, loss: 0.8284
2022-07-30 22:38:18,040 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 8:01:41, time: 0.376, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0553, loss_cls: 0.2389, acc: 91.8076, loss_bbox: 0.2753, loss_mask: 0.2654, loss: 0.8685
2022-07-30 22:38:37,080 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 8:01:22, time: 0.381, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0526, loss_cls: 0.2375, acc: 91.9668, loss_bbox: 0.2708, loss_mask: 0.2679, loss: 0.8651
2022-07-30 22:38:56,108 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 8:01:03, time: 0.381, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0557, loss_cls: 0.2465, acc: 91.7878, loss_bbox: 0.2679, loss_mask: 0.2636, loss: 0.8704
2022-07-30 22:39:15,301 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 8:00:45, time: 0.384, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0569, loss_cls: 0.2460, acc: 91.6897, loss_bbox: 0.2783, loss_mask: 0.2662, loss: 0.8864
2022-07-30 22:39:34,120 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 8:00:25, time: 0.376, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0552, loss_cls: 0.2469, acc: 91.7273, loss_bbox: 0.2670, loss_mask: 0.2571, loss: 0.8617
2022-07-30 22:39:52,992 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 8:00:05, time: 0.377, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0556, loss_cls: 0.2380, acc: 92.0110, loss_bbox: 0.2692, loss_mask: 0.2649, loss: 0.8628
2022-07-30 22:40:11,944 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 7:59:45, time: 0.379, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0549, loss_cls: 0.2368, acc: 91.9802, loss_bbox: 0.2680, loss_mask: 0.2631, loss: 0.8573
2022-07-30 22:40:30,701 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 7:59:24, time: 0.375, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0539, loss_cls: 0.2414, acc: 91.9517, loss_bbox: 0.2651, loss_mask: 0.2668, loss: 0.8621
2022-07-30 22:40:49,447 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 7:59:04, time: 0.375, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0550, loss_cls: 0.2414, acc: 91.9587, loss_bbox: 0.2646, loss_mask: 0.2626, loss: 0.8586
2022-07-30 22:41:08,338 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 7:58:44, time: 0.378, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0553, loss_cls: 0.2354, acc: 91.9795, loss_bbox: 0.2669, loss_mask: 0.2573, loss: 0.8528
2022-07-30 22:41:27,532 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 7:58:26, time: 0.384, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0567, loss_cls: 0.2514, acc: 91.6128, loss_bbox: 0.2804, loss_mask: 0.2683, loss: 0.8942
2022-07-30 22:41:46,283 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 7:58:05, time: 0.375, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0537, loss_cls: 0.2362, acc: 92.0007, loss_bbox: 0.2681, loss_mask: 0.2608, loss: 0.8530
2022-07-30 22:42:05,560 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 7:57:47, time: 0.385, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0561, loss_cls: 0.2457, acc: 91.6506, loss_bbox: 0.2752, loss_mask: 0.2692, loss: 0.8813
2022-07-30 22:42:24,547 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 7:57:28, time: 0.380, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0544, loss_cls: 0.2429, acc: 91.8296, loss_bbox: 0.2663, loss_mask: 0.2583, loss: 0.8557
2022-07-30 22:42:43,249 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 7:57:07, time: 0.374, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0544, loss_cls: 0.2348, acc: 91.9016, loss_bbox: 0.2696, loss_mask: 0.2581, loss: 0.8529
2022-07-30 22:43:02,109 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 7:56:47, time: 0.377, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0536, loss_cls: 0.2312, acc: 92.1331, loss_bbox: 0.2619, loss_mask: 0.2618, loss: 0.8425
2022-07-30 22:43:20,549 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 7:56:25, time: 0.369, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0551, loss_cls: 0.2387, acc: 91.8005, loss_bbox: 0.2718, loss_mask: 0.2640, loss: 0.8639
2022-07-30 22:43:39,309 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 7:56:04, time: 0.375, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0553, loss_cls: 0.2371, acc: 92.0042, loss_bbox: 0.2664, loss_mask: 0.2635, loss: 0.8586
2022-07-30 22:43:58,254 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 7:55:45, time: 0.379, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0544, loss_cls: 0.2388, acc: 91.9668, loss_bbox: 0.2708, loss_mask: 0.2682, loss: 0.8692
2022-07-30 22:44:16,866 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 7:55:23, time: 0.372, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0530, loss_cls: 0.2312, acc: 92.2712, loss_bbox: 0.2573, loss_mask: 0.2617, loss: 0.8374
2022-07-30 22:44:35,499 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 7:55:02, time: 0.373, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0542, loss_cls: 0.2325, acc: 92.1262, loss_bbox: 0.2637, loss_mask: 0.2589, loss: 0.8407
2022-07-30 22:44:54,326 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 7:54:42, time: 0.377, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0526, loss_cls: 0.2415, acc: 91.9885, loss_bbox: 0.2667, loss_mask: 0.2682, loss: 0.8642
2022-07-30 22:45:13,380 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 7:54:23, time: 0.381, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0546, loss_cls: 0.2442, acc: 91.7251, loss_bbox: 0.2733, loss_mask: 0.2651, loss: 0.8728
2022-07-30 22:45:32,344 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 7:54:04, time: 0.379, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0492, loss_cls: 0.2291, acc: 92.2224, loss_bbox: 0.2590, loss_mask: 0.2599, loss: 0.8301
2022-07-30 22:45:50,984 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 7:53:43, time: 0.373, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0550, loss_cls: 0.2358, acc: 92.1719, loss_bbox: 0.2591, loss_mask: 0.2606, loss: 0.8424
2022-07-30 22:46:10,155 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 7:53:24, time: 0.383, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0574, loss_cls: 0.2503, acc: 91.6121, loss_bbox: 0.2752, loss_mask: 0.2714, loss: 0.8904
2022-07-30 22:46:28,760 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 7:53:03, time: 0.372, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0578, loss_cls: 0.2384, acc: 92.0527, loss_bbox: 0.2655, loss_mask: 0.2610, loss: 0.8596
2022-07-30 22:46:47,968 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 7:52:45, time: 0.384, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0549, loss_cls: 0.2318, acc: 92.2104, loss_bbox: 0.2653, loss_mask: 0.2588, loss: 0.8434
2022-07-30 22:47:06,463 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 7:52:23, time: 0.370, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0521, loss_cls: 0.2347, acc: 92.1287, loss_bbox: 0.2646, loss_mask: 0.2635, loss: 0.8504
2022-07-30 22:47:24,892 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 7:52:01, time: 0.369, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0514, loss_cls: 0.2365, acc: 92.0447, loss_bbox: 0.2624, loss_mask: 0.2651, loss: 0.8512
2022-07-30 22:47:43,824 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 7:51:41, time: 0.378, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0560, loss_cls: 0.2369, acc: 92.0852, loss_bbox: 0.2703, loss_mask: 0.2651, loss: 0.8647
2022-07-30 22:48:02,479 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 7:51:21, time: 0.373, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0539, loss_cls: 0.2401, acc: 91.8193, loss_bbox: 0.2749, loss_mask: 0.2638, loss: 0.8697
2022-07-30 22:48:21,283 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 7:51:00, time: 0.376, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0543, loss_cls: 0.2473, acc: 91.6875, loss_bbox: 0.2715, loss_mask: 0.2609, loss: 0.8686
2022-07-30 22:48:40,427 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 7:50:42, time: 0.383, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0562, loss_cls: 0.2446, acc: 91.7993, loss_bbox: 0.2762, loss_mask: 0.2703, loss: 0.8838
2022-07-30 22:48:59,822 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 7:50:25, time: 0.388, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0563, loss_cls: 0.2450, acc: 91.8650, loss_bbox: 0.2695, loss_mask: 0.2641, loss: 0.8731
2022-07-30 22:49:18,844 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 7:50:06, time: 0.380, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0565, loss_cls: 0.2507, acc: 91.5854, loss_bbox: 0.2736, loss_mask: 0.2668, loss: 0.8834
2022-07-30 22:49:37,598 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 7:49:46, time: 0.375, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0558, loss_cls: 0.2480, acc: 91.5999, loss_bbox: 0.2754, loss_mask: 0.2594, loss: 0.8728
2022-07-30 22:49:56,392 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 7:49:26, time: 0.376, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0528, loss_cls: 0.2339, acc: 92.0020, loss_bbox: 0.2641, loss_mask: 0.2586, loss: 0.8430
2022-07-30 22:50:15,387 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 7:49:07, time: 0.380, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0558, loss_cls: 0.2457, acc: 91.6995, loss_bbox: 0.2732, loss_mask: 0.2623, loss: 0.8727
2022-07-30 22:50:34,174 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 7:48:46, time: 0.376, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0534, loss_cls: 0.2302, acc: 92.2283, loss_bbox: 0.2630, loss_mask: 0.2613, loss: 0.8417
2022-07-30 22:50:53,218 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 7:48:28, time: 0.381, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0520, loss_cls: 0.2279, acc: 92.2322, loss_bbox: 0.2626, loss_mask: 0.2532, loss: 0.8317
2022-07-30 22:51:12,109 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 7:48:08, time: 0.378, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0537, loss_cls: 0.2360, acc: 92.0703, loss_bbox: 0.2663, loss_mask: 0.2535, loss: 0.8445
2022-07-30 22:51:30,696 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 7:47:47, time: 0.371, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0557, loss_cls: 0.2385, acc: 91.9766, loss_bbox: 0.2637, loss_mask: 0.2572, loss: 0.8500
2022-07-30 22:51:49,437 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 7:47:26, time: 0.375, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0515, loss_cls: 0.2282, acc: 92.0923, loss_bbox: 0.2583, loss_mask: 0.2567, loss: 0.8286
2022-07-30 22:52:08,735 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 7:47:09, time: 0.386, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0543, loss_cls: 0.2410, acc: 91.8926, loss_bbox: 0.2637, loss_mask: 0.2501, loss: 0.8452
2022-07-30 22:52:27,907 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 7:46:51, time: 0.383, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0525, loss_cls: 0.2336, acc: 92.0771, loss_bbox: 0.2624, loss_mask: 0.2522, loss: 0.8344
2022-07-30 22:52:47,037 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 7:46:32, time: 0.383, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0523, loss_cls: 0.2329, acc: 92.1282, loss_bbox: 0.2568, loss_mask: 0.2565, loss: 0.8347
2022-07-30 22:53:06,470 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 7:46:15, time: 0.389, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0540, loss_cls: 0.2353, acc: 91.9834, loss_bbox: 0.2674, loss_mask: 0.2543, loss: 0.8481
2022-07-30 22:53:25,944 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 7:45:59, time: 0.389, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0553, loss_cls: 0.2387, acc: 91.8835, loss_bbox: 0.2669, loss_mask: 0.2594, loss: 0.8561
2022-07-30 22:53:45,134 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 7:45:41, time: 0.384, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0511, loss_cls: 0.2327, acc: 91.9575, loss_bbox: 0.2696, loss_mask: 0.2589, loss: 0.8467
2022-07-30 22:54:04,075 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 7:45:21, time: 0.379, data_time: 0.019, memory: 12213, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0528, loss_cls: 0.2361, acc: 92.0154, loss_bbox: 0.2666, loss_mask: 0.2525, loss: 0.8407
2022-07-30 22:54:23,334 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 7:45:04, time: 0.385, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0552, loss_cls: 0.2445, acc: 91.7563, loss_bbox: 0.2709, loss_mask: 0.2646, loss: 0.8707
2022-07-30 22:54:42,312 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 7:44:44, time: 0.380, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0531, loss_cls: 0.2346, acc: 92.0112, loss_bbox: 0.2651, loss_mask: 0.2589, loss: 0.8468
2022-07-30 22:54:53,786 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-07-30 22:55:56,605 - 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=23.39s).
Accumulating evaluation results...
DONE (t=4.33s).
2022-07-30 22:56:26,857 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.591
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.392
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.219
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 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.506
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 ] = 0.551
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643
2022-07-30 22:56:26,857 - 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=1.34s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=26.25s).
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=4.30s).
2022-07-30 22:57:02,305 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.347
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.563
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.369
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.165
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.378
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.517
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.480
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 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.636
2022-07-30 22:57:02,890 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 22:57:02,890 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.3630, bbox_mAP_50: 0.5910, bbox_mAP_75: 0.3920, bbox_mAP_s: 0.2190, bbox_mAP_m: 0.4020, bbox_mAP_l: 0.4750, bbox_mAP_copypaste: 0.363 0.591 0.392 0.219 0.402 0.475, segm_mAP: 0.3470, segm_mAP_50: 0.5630, segm_mAP_75: 0.3690, segm_mAP_s: 0.1650, segm_mAP_m: 0.3780, segm_mAP_l: 0.5170, segm_mAP_copypaste: 0.347 0.563 0.369 0.165 0.378 0.517
2022-07-30 22:57:26,599 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 7:43:40, time: 0.474, data_time: 0.109, memory: 12213, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0519, loss_cls: 0.2280, acc: 92.1506, loss_bbox: 0.2609, loss_mask: 0.2556, loss: 0.8290
2022-07-30 22:57:45,268 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 7:43:20, time: 0.373, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0503, loss_cls: 0.2177, acc: 92.5222, loss_bbox: 0.2537, loss_mask: 0.2543, loss: 0.8072
2022-07-30 22:58:04,564 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 7:43:02, time: 0.386, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0524, loss_cls: 0.2290, acc: 92.1145, loss_bbox: 0.2650, loss_mask: 0.2541, loss: 0.8323
2022-07-30 22:58:23,590 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 7:42:44, time: 0.381, data_time: 0.033, memory: 12213, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0532, loss_cls: 0.2267, acc: 92.0930, loss_bbox: 0.2666, loss_mask: 0.2564, loss: 0.8335
2022-07-30 22:58:42,038 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 7:42:22, time: 0.369, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0503, loss_cls: 0.2306, acc: 92.1606, loss_bbox: 0.2626, loss_mask: 0.2584, loss: 0.8319
2022-07-30 22:59:00,869 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 7:42:02, time: 0.377, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0518, loss_cls: 0.2228, acc: 92.2310, loss_bbox: 0.2613, loss_mask: 0.2517, loss: 0.8205
2022-07-30 22:59:19,884 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 7:41:43, time: 0.380, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0553, loss_cls: 0.2359, acc: 91.8708, loss_bbox: 0.2700, loss_mask: 0.2581, loss: 0.8526
2022-07-30 22:59:38,467 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 7:41:22, time: 0.372, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0532, loss_cls: 0.2377, acc: 91.7556, loss_bbox: 0.2728, loss_mask: 0.2597, loss: 0.8543
2022-07-30 22:59:56,909 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 7:41:01, time: 0.369, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0519, loss_cls: 0.2239, acc: 92.3225, loss_bbox: 0.2582, loss_mask: 0.2508, loss: 0.8168
2022-07-30 23:00:15,473 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 7:40:40, time: 0.371, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0501, loss_cls: 0.2219, acc: 92.2275, loss_bbox: 0.2576, loss_mask: 0.2552, loss: 0.8139
2022-07-30 23:00:34,190 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 7:40:19, time: 0.374, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0534, loss_cls: 0.2265, acc: 92.1445, loss_bbox: 0.2659, loss_mask: 0.2531, loss: 0.8290
2022-07-30 23:00:52,771 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 7:39:59, time: 0.372, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0507, loss_cls: 0.2201, acc: 92.4744, loss_bbox: 0.2545, loss_mask: 0.2511, loss: 0.8075
2022-07-30 23:01:11,245 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 7:39:37, time: 0.369, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0495, loss_cls: 0.2238, acc: 92.2783, loss_bbox: 0.2546, loss_mask: 0.2546, loss: 0.8129
2022-07-30 23:01:29,557 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 7:39:15, time: 0.366, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0533, loss_cls: 0.2351, acc: 92.0388, loss_bbox: 0.2620, loss_mask: 0.2585, loss: 0.8446
2022-07-30 23:01:48,204 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 7:38:54, time: 0.373, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0525, loss_cls: 0.2263, acc: 92.3721, loss_bbox: 0.2583, loss_mask: 0.2544, loss: 0.8253
2022-07-30 23:02:06,666 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 7:38:33, time: 0.369, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0505, loss_cls: 0.2250, acc: 92.2913, loss_bbox: 0.2537, loss_mask: 0.2516, loss: 0.8116
2022-07-30 23:02:25,085 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 7:38:12, time: 0.368, data_time: 0.033, memory: 12213, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0559, loss_cls: 0.2371, acc: 91.8228, loss_bbox: 0.2716, loss_mask: 0.2581, loss: 0.8565
2022-07-30 23:02:43,202 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 7:37:49, time: 0.362, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0525, loss_cls: 0.2186, acc: 92.3713, loss_bbox: 0.2530, loss_mask: 0.2530, loss: 0.8071
2022-07-30 23:03:01,770 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 7:37:28, time: 0.371, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0516, loss_cls: 0.2214, acc: 92.3735, loss_bbox: 0.2572, loss_mask: 0.2564, loss: 0.8190
2022-07-30 23:03:20,352 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 7:37:07, time: 0.372, data_time: 0.036, memory: 12213, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0513, loss_cls: 0.2274, acc: 92.1165, loss_bbox: 0.2629, loss_mask: 0.2570, loss: 0.8305
2022-07-30 23:03:39,091 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 7:36:47, time: 0.375, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0539, loss_cls: 0.2331, acc: 92.0959, loss_bbox: 0.2637, loss_mask: 0.2604, loss: 0.8450
2022-07-30 23:03:57,643 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 7:36:26, time: 0.371, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0552, loss_cls: 0.2182, acc: 92.6147, loss_bbox: 0.2528, loss_mask: 0.2529, loss: 0.8127
2022-07-30 23:04:15,935 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 7:36:04, time: 0.366, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0518, loss_cls: 0.2230, acc: 92.3979, loss_bbox: 0.2575, loss_mask: 0.2485, loss: 0.8112
2022-07-30 23:04:34,236 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 7:35:42, time: 0.366, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0509, loss_cls: 0.2149, acc: 92.4839, loss_bbox: 0.2566, loss_mask: 0.2520, loss: 0.8043
2022-07-30 23:04:52,844 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 7:35:21, time: 0.372, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0502, loss_cls: 0.2221, acc: 92.3525, loss_bbox: 0.2534, loss_mask: 0.2499, loss: 0.8086
2022-07-30 23:05:11,385 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 7:35:01, time: 0.371, data_time: 0.035, memory: 12213, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0540, loss_cls: 0.2433, acc: 91.7358, loss_bbox: 0.2667, loss_mask: 0.2573, loss: 0.8569
2022-07-30 23:05:29,846 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 7:34:39, time: 0.369, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0504, loss_cls: 0.2289, acc: 92.1829, loss_bbox: 0.2600, loss_mask: 0.2534, loss: 0.8244
2022-07-30 23:05:48,371 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 7:34:19, time: 0.370, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0540, loss_cls: 0.2297, acc: 92.0947, loss_bbox: 0.2670, loss_mask: 0.2551, loss: 0.8389
2022-07-30 23:06:07,129 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 7:33:59, time: 0.375, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0515, loss_cls: 0.2241, acc: 92.2305, loss_bbox: 0.2556, loss_mask: 0.2515, loss: 0.8132
2022-07-30 23:06:25,662 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 7:33:38, time: 0.371, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0524, loss_cls: 0.2288, acc: 92.1282, loss_bbox: 0.2604, loss_mask: 0.2557, loss: 0.8283
2022-07-30 23:06:44,333 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 7:33:18, time: 0.373, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0516, loss_cls: 0.2296, acc: 92.1782, loss_bbox: 0.2626, loss_mask: 0.2508, loss: 0.8251
2022-07-30 23:07:02,545 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 7:32:55, time: 0.364, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0508, loss_cls: 0.2233, acc: 92.2720, loss_bbox: 0.2582, loss_mask: 0.2569, loss: 0.8180
2022-07-30 23:07:21,068 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 7:32:35, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0492, loss_cls: 0.2213, acc: 92.3728, loss_bbox: 0.2533, loss_mask: 0.2493, loss: 0.8025
2022-07-30 23:07:39,667 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 7:32:14, time: 0.372, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0558, loss_cls: 0.2273, acc: 92.1399, loss_bbox: 0.2602, loss_mask: 0.2573, loss: 0.8338
2022-07-30 23:07:58,054 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 7:31:53, time: 0.368, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0557, loss_cls: 0.2333, acc: 91.9785, loss_bbox: 0.2658, loss_mask: 0.2568, loss: 0.8445
2022-07-30 23:08:16,363 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 7:31:31, time: 0.366, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0513, loss_cls: 0.2227, acc: 92.5183, loss_bbox: 0.2469, loss_mask: 0.2488, loss: 0.7990
2022-07-30 23:08:34,941 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 7:31:10, time: 0.372, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0524, loss_cls: 0.2336, acc: 92.1208, loss_bbox: 0.2589, loss_mask: 0.2554, loss: 0.8352
2022-07-30 23:08:53,496 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 7:30:50, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0506, loss_cls: 0.2221, acc: 92.3369, loss_bbox: 0.2584, loss_mask: 0.2518, loss: 0.8169
2022-07-30 23:09:11,997 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 7:30:29, time: 0.370, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0524, loss_cls: 0.2219, acc: 92.4065, loss_bbox: 0.2595, loss_mask: 0.2541, loss: 0.8198
2022-07-30 23:09:30,730 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 7:30:09, time: 0.375, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0528, loss_cls: 0.2294, acc: 92.0901, loss_bbox: 0.2676, loss_mask: 0.2554, loss: 0.8381
2022-07-30 23:09:49,448 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 7:29:49, time: 0.374, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0524, loss_cls: 0.2321, acc: 92.0986, loss_bbox: 0.2557, loss_mask: 0.2500, loss: 0.8228
2022-07-30 23:10:07,609 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 7:29:27, time: 0.363, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0514, loss_cls: 0.2266, acc: 92.2410, loss_bbox: 0.2593, loss_mask: 0.2507, loss: 0.8202
2022-07-30 23:10:26,114 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 7:29:06, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0501, loss_cls: 0.2209, acc: 92.3601, loss_bbox: 0.2573, loss_mask: 0.2549, loss: 0.8144
2022-07-30 23:10:44,820 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 7:28:46, time: 0.374, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0519, loss_cls: 0.2309, acc: 92.0615, loss_bbox: 0.2623, loss_mask: 0.2561, loss: 0.8306
2022-07-30 23:11:03,310 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 7:28:26, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0541, loss_cls: 0.2311, acc: 92.1382, loss_bbox: 0.2583, loss_mask: 0.2554, loss: 0.8306
2022-07-30 23:11:21,854 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 7:28:05, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0529, loss_cls: 0.2360, acc: 92.0112, loss_bbox: 0.2668, loss_mask: 0.2554, loss: 0.8439
2022-07-30 23:11:39,997 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 7:27:43, time: 0.363, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0489, loss_cls: 0.2105, acc: 92.8054, loss_bbox: 0.2344, loss_mask: 0.2493, loss: 0.7731
2022-07-30 23:11:58,388 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 7:27:22, time: 0.368, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0516, loss_cls: 0.2273, acc: 92.2632, loss_bbox: 0.2582, loss_mask: 0.2527, loss: 0.8207
2022-07-30 23:12:16,911 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 7:27:01, time: 0.370, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0536, loss_cls: 0.2304, acc: 92.1157, loss_bbox: 0.2620, loss_mask: 0.2539, loss: 0.8323
2022-07-30 23:12:34,877 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 7:26:38, time: 0.359, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0482, loss_cls: 0.2147, acc: 92.6719, loss_bbox: 0.2442, loss_mask: 0.2427, loss: 0.7808
2022-07-30 23:12:53,313 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 7:26:17, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0519, loss_cls: 0.2260, acc: 92.2432, loss_bbox: 0.2569, loss_mask: 0.2452, loss: 0.8138
2022-07-30 23:13:12,160 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 7:25:58, time: 0.377, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0541, loss_cls: 0.2286, acc: 91.9922, loss_bbox: 0.2643, loss_mask: 0.2502, loss: 0.8293
2022-07-30 23:13:30,667 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 7:25:37, time: 0.370, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0506, loss_cls: 0.2253, acc: 92.2659, loss_bbox: 0.2550, loss_mask: 0.2533, loss: 0.8134
2022-07-30 23:13:49,411 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 7:25:18, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0539, loss_cls: 0.2378, acc: 91.7112, loss_bbox: 0.2685, loss_mask: 0.2539, loss: 0.8481
2022-07-30 23:14:08,159 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 7:24:58, time: 0.375, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0545, loss_cls: 0.2380, acc: 91.9895, loss_bbox: 0.2614, loss_mask: 0.2569, loss: 0.8445
2022-07-30 23:14:26,530 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 7:24:37, time: 0.367, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0508, loss_cls: 0.2200, acc: 92.4878, loss_bbox: 0.2509, loss_mask: 0.2539, loss: 0.8054
2022-07-30 23:14:45,243 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 7:24:17, time: 0.374, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0548, loss_cls: 0.2424, acc: 91.8044, loss_bbox: 0.2710, loss_mask: 0.2612, loss: 0.8625
2022-07-30 23:15:03,718 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 7:23:56, time: 0.369, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0523, loss_cls: 0.2341, acc: 92.1975, loss_bbox: 0.2604, loss_mask: 0.2516, loss: 0.8307
2022-07-30 23:15:22,156 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 7:23:35, time: 0.369, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0497, loss_cls: 0.2213, acc: 92.2964, loss_bbox: 0.2586, loss_mask: 0.2563, loss: 0.8177
2022-07-30 23:15:40,709 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 7:23:15, time: 0.371, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0522, loss_cls: 0.2238, acc: 92.1765, loss_bbox: 0.2624, loss_mask: 0.2542, loss: 0.8245
2022-07-30 23:15:59,185 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 7:22:54, time: 0.370, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0519, loss_cls: 0.2315, acc: 92.1064, loss_bbox: 0.2606, loss_mask: 0.2565, loss: 0.8357
2022-07-30 23:16:17,611 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 7:22:34, time: 0.369, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0524, loss_cls: 0.2390, acc: 91.8340, loss_bbox: 0.2632, loss_mask: 0.2525, loss: 0.8391
2022-07-30 23:16:36,050 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 7:22:13, time: 0.369, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0506, loss_cls: 0.2290, acc: 92.2266, loss_bbox: 0.2542, loss_mask: 0.2516, loss: 0.8178
2022-07-30 23:16:54,842 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 7:21:53, time: 0.376, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0523, loss_cls: 0.2269, acc: 92.2834, loss_bbox: 0.2579, loss_mask: 0.2533, loss: 0.8223
2022-07-30 23:17:13,394 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 7:21:33, time: 0.371, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0540, loss_cls: 0.2334, acc: 92.0181, loss_bbox: 0.2602, loss_mask: 0.2538, loss: 0.8338
2022-07-30 23:17:31,963 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 7:21:13, time: 0.371, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0539, loss_cls: 0.2296, acc: 92.2102, loss_bbox: 0.2565, loss_mask: 0.2516, loss: 0.8250
2022-07-30 23:17:50,527 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 7:20:53, time: 0.371, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0518, loss_cls: 0.2231, acc: 92.3845, loss_bbox: 0.2593, loss_mask: 0.2575, loss: 0.8246
2022-07-30 23:18:08,957 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 7:20:32, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0512, loss_cls: 0.2345, acc: 91.8450, loss_bbox: 0.2658, loss_mask: 0.2532, loss: 0.8351
2022-07-30 23:18:27,722 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 7:20:12, time: 0.375, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0513, loss_cls: 0.2330, acc: 92.0615, loss_bbox: 0.2620, loss_mask: 0.2560, loss: 0.8340
2022-07-30 23:18:46,123 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 7:19:52, time: 0.368, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0524, loss_cls: 0.2260, acc: 92.2422, loss_bbox: 0.2570, loss_mask: 0.2519, loss: 0.8196
2022-07-30 23:19:04,442 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 7:19:30, time: 0.366, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0534, loss_cls: 0.2218, acc: 92.4033, loss_bbox: 0.2484, loss_mask: 0.2494, loss: 0.8052
2022-07-30 23:19:22,935 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 7:19:10, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0535, loss_cls: 0.2320, acc: 91.9358, loss_bbox: 0.2657, loss_mask: 0.2524, loss: 0.8398
2022-07-30 23:19:41,404 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 7:18:49, time: 0.369, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0527, loss_cls: 0.2282, acc: 92.1758, loss_bbox: 0.2554, loss_mask: 0.2487, loss: 0.8173
2022-07-30 23:19:59,618 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 7:18:28, time: 0.364, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0493, loss_cls: 0.2260, acc: 92.3159, loss_bbox: 0.2546, loss_mask: 0.2534, loss: 0.8170
2022-07-30 23:20:18,223 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 7:18:08, time: 0.372, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0533, loss_cls: 0.2302, acc: 92.1421, loss_bbox: 0.2603, loss_mask: 0.2544, loss: 0.8328
2022-07-30 23:20:36,839 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 7:17:48, time: 0.372, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0498, loss_cls: 0.2186, acc: 92.4399, loss_bbox: 0.2544, loss_mask: 0.2536, loss: 0.8077
2022-07-30 23:20:55,291 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 7:17:27, time: 0.369, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0506, loss_cls: 0.2123, acc: 92.6897, loss_bbox: 0.2533, loss_mask: 0.2549, loss: 0.8037
2022-07-30 23:21:13,504 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 7:17:06, time: 0.364, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0514, loss_cls: 0.2346, acc: 92.0208, loss_bbox: 0.2629, loss_mask: 0.2560, loss: 0.8344
2022-07-30 23:21:31,975 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 7:16:45, time: 0.369, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0509, loss_cls: 0.2318, acc: 92.1580, loss_bbox: 0.2621, loss_mask: 0.2584, loss: 0.8348
2022-07-30 23:21:50,686 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 7:16:26, time: 0.374, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0542, loss_cls: 0.2272, acc: 92.0225, loss_bbox: 0.2619, loss_mask: 0.2492, loss: 0.8235
2022-07-30 23:22:09,332 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 7:16:06, time: 0.373, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0533, loss_cls: 0.2361, acc: 91.9214, loss_bbox: 0.2672, loss_mask: 0.2530, loss: 0.8416
2022-07-30 23:22:27,833 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 7:15:46, time: 0.370, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0514, loss_cls: 0.2245, acc: 92.2329, loss_bbox: 0.2602, loss_mask: 0.2497, loss: 0.8186
2022-07-30 23:22:46,001 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 7:15:24, time: 0.363, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0494, loss_cls: 0.2287, acc: 92.2073, loss_bbox: 0.2551, loss_mask: 0.2525, loss: 0.8171
2022-07-30 23:23:04,656 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 7:15:04, time: 0.373, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0521, loss_cls: 0.2182, acc: 92.4255, loss_bbox: 0.2550, loss_mask: 0.2531, loss: 0.8112
2022-07-30 23:23:23,202 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 7:14:44, time: 0.371, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0518, loss_cls: 0.2183, acc: 92.5186, loss_bbox: 0.2481, loss_mask: 0.2572, loss: 0.8063
2022-07-30 23:23:41,548 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 7:14:23, time: 0.367, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0481, loss_cls: 0.2187, acc: 92.5325, loss_bbox: 0.2463, loss_mask: 0.2480, loss: 0.7900
2022-07-30 23:23:59,521 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 7:14:01, time: 0.359, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0479, loss_cls: 0.2103, acc: 92.6992, loss_bbox: 0.2509, loss_mask: 0.2534, loss: 0.7917
2022-07-30 23:24:18,015 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 7:13:41, time: 0.370, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0537, loss_cls: 0.2352, acc: 91.9963, loss_bbox: 0.2607, loss_mask: 0.2644, loss: 0.8433
2022-07-30 23:24:36,164 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 7:13:19, time: 0.363, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0474, loss_cls: 0.2126, acc: 92.6990, loss_bbox: 0.2490, loss_mask: 0.2506, loss: 0.7888
2022-07-30 23:24:54,550 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 7:12:59, time: 0.368, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0488, loss_cls: 0.2222, acc: 92.4873, loss_bbox: 0.2539, loss_mask: 0.2541, loss: 0.8097
2022-07-30 23:25:13,003 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 7:12:38, time: 0.369, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0513, loss_cls: 0.2303, acc: 92.1348, loss_bbox: 0.2576, loss_mask: 0.2488, loss: 0.8200
2022-07-30 23:25:31,372 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 7:12:18, time: 0.367, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0521, loss_cls: 0.2193, acc: 92.6021, loss_bbox: 0.2440, loss_mask: 0.2485, loss: 0.7966
2022-07-30 23:25:49,712 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 7:11:57, time: 0.367, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0535, loss_cls: 0.2263, acc: 92.1807, loss_bbox: 0.2590, loss_mask: 0.2582, loss: 0.8275
2022-07-30 23:26:08,330 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 7:11:37, time: 0.372, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0533, loss_cls: 0.2268, acc: 92.0676, loss_bbox: 0.2613, loss_mask: 0.2546, loss: 0.8272
2022-07-30 23:26:27,088 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 7:11:18, time: 0.375, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0533, loss_cls: 0.2296, acc: 92.0271, loss_bbox: 0.2608, loss_mask: 0.2540, loss: 0.8331
2022-07-30 23:26:45,412 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 7:10:57, time: 0.366, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0513, loss_cls: 0.2104, acc: 92.6428, loss_bbox: 0.2496, loss_mask: 0.2520, loss: 0.7957
2022-07-30 23:27:03,739 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 7:10:36, time: 0.366, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0494, loss_cls: 0.2159, acc: 92.5828, loss_bbox: 0.2496, loss_mask: 0.2483, loss: 0.7926
2022-07-30 23:27:22,250 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 7:10:16, time: 0.371, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0535, loss_cls: 0.2335, acc: 92.0071, loss_bbox: 0.2626, loss_mask: 0.2524, loss: 0.8349
2022-07-30 23:27:40,488 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 7:09:55, time: 0.365, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0540, loss_cls: 0.2293, acc: 92.1172, loss_bbox: 0.2595, loss_mask: 0.2550, loss: 0.8291
2022-07-30 23:27:58,994 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 7:09:35, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0500, loss_cls: 0.2154, acc: 92.5649, loss_bbox: 0.2462, loss_mask: 0.2556, loss: 0.7967
2022-07-30 23:28:17,608 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 7:09:15, time: 0.372, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0529, loss_cls: 0.2196, acc: 92.3306, loss_bbox: 0.2575, loss_mask: 0.2535, loss: 0.8156
2022-07-30 23:28:36,066 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 7:08:55, time: 0.369, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0518, loss_cls: 0.2242, acc: 92.3516, loss_bbox: 0.2526, loss_mask: 0.2526, loss: 0.8129
2022-07-30 23:28:54,576 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 7:08:35, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0519, loss_cls: 0.2271, acc: 92.1516, loss_bbox: 0.2581, loss_mask: 0.2537, loss: 0.8245
2022-07-30 23:29:12,692 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 7:08:13, time: 0.362, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0486, loss_cls: 0.2170, acc: 92.6055, loss_bbox: 0.2445, loss_mask: 0.2529, loss: 0.7928
2022-07-30 23:29:30,831 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 7:07:52, time: 0.363, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0505, loss_cls: 0.2177, acc: 92.6250, loss_bbox: 0.2511, loss_mask: 0.2515, loss: 0.8036
2022-07-30 23:29:48,952 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 7:07:30, time: 0.362, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0468, loss_cls: 0.2291, acc: 92.2522, loss_bbox: 0.2453, loss_mask: 0.2435, loss: 0.7938
2022-07-30 23:30:07,351 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 7:07:10, time: 0.368, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0521, loss_cls: 0.2281, acc: 92.2444, loss_bbox: 0.2572, loss_mask: 0.2571, loss: 0.8252
2022-07-30 23:30:25,590 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 7:06:49, time: 0.365, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0551, loss_cls: 0.2235, acc: 92.3977, loss_bbox: 0.2563, loss_mask: 0.2596, loss: 0.8278
2022-07-30 23:30:43,942 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 7:06:28, time: 0.367, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0518, loss_cls: 0.2169, acc: 92.4766, loss_bbox: 0.2489, loss_mask: 0.2504, loss: 0.7990
2022-07-30 23:31:02,368 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 7:06:08, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0481, loss_cls: 0.2218, acc: 92.4199, loss_bbox: 0.2525, loss_mask: 0.2467, loss: 0.7978
2022-07-30 23:31:20,640 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 7:05:47, time: 0.365, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0526, loss_cls: 0.2289, acc: 92.1504, loss_bbox: 0.2617, loss_mask: 0.2604, loss: 0.8375
2022-07-30 23:31:38,994 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 7:05:27, time: 0.367, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0510, loss_cls: 0.2229, acc: 92.2678, loss_bbox: 0.2562, loss_mask: 0.2508, loss: 0.8117
2022-07-30 23:31:57,361 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 7:05:06, time: 0.367, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0524, loss_cls: 0.2208, acc: 92.4128, loss_bbox: 0.2562, loss_mask: 0.2559, loss: 0.8189
2022-07-30 23:32:15,615 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 7:04:45, time: 0.365, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0514, loss_cls: 0.2191, acc: 92.3467, loss_bbox: 0.2590, loss_mask: 0.2541, loss: 0.8166
2022-07-30 23:32:33,878 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 7:04:25, time: 0.365, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0483, loss_cls: 0.2169, acc: 92.6567, loss_bbox: 0.2458, loss_mask: 0.2505, loss: 0.7918
2022-07-30 23:32:52,532 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 7:04:05, time: 0.373, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0532, loss_cls: 0.2329, acc: 92.2029, loss_bbox: 0.2547, loss_mask: 0.2487, loss: 0.8235
2022-07-30 23:33:10,534 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 7:03:44, time: 0.360, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0510, loss_cls: 0.2277, acc: 92.2969, loss_bbox: 0.2542, loss_mask: 0.2561, loss: 0.8195
2022-07-30 23:33:29,061 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 7:03:24, time: 0.370, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0496, loss_cls: 0.2185, acc: 92.3958, loss_bbox: 0.2503, loss_mask: 0.2511, loss: 0.7977
2022-07-30 23:33:47,165 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 7:03:02, time: 0.362, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0505, loss_cls: 0.2257, acc: 92.1150, loss_bbox: 0.2615, loss_mask: 0.2495, loss: 0.8167
2022-07-30 23:34:05,288 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 7:02:41, time: 0.362, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0525, loss_cls: 0.2210, acc: 92.3040, loss_bbox: 0.2522, loss_mask: 0.2514, loss: 0.8105
2022-07-30 23:34:23,695 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 7:02:21, time: 0.368, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0522, loss_cls: 0.2236, acc: 92.4204, loss_bbox: 0.2463, loss_mask: 0.2508, loss: 0.8052
2022-07-30 23:34:42,103 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 7:02:01, time: 0.368, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0506, loss_cls: 0.2154, acc: 92.5662, loss_bbox: 0.2436, loss_mask: 0.2418, loss: 0.7834
2022-07-30 23:35:00,666 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 7:01:41, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0532, loss_cls: 0.2248, acc: 92.2659, loss_bbox: 0.2550, loss_mask: 0.2519, loss: 0.8185
2022-07-30 23:35:19,262 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 7:01:21, time: 0.372, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0522, loss_cls: 0.2227, acc: 92.2563, loss_bbox: 0.2620, loss_mask: 0.2512, loss: 0.8221
2022-07-30 23:35:37,351 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 7:01:00, time: 0.362, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0523, loss_cls: 0.2170, acc: 92.4929, loss_bbox: 0.2483, loss_mask: 0.2429, loss: 0.7926
2022-07-30 23:35:55,723 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 7:00:40, time: 0.367, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0519, loss_cls: 0.2261, acc: 92.1360, loss_bbox: 0.2645, loss_mask: 0.2556, loss: 0.8307
2022-07-30 23:36:14,176 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 7:00:20, time: 0.369, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0492, loss_cls: 0.2180, acc: 92.5051, loss_bbox: 0.2487, loss_mask: 0.2520, loss: 0.8004
2022-07-30 23:36:32,136 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 6:59:58, time: 0.359, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0473, loss_cls: 0.2097, acc: 92.8938, loss_bbox: 0.2353, loss_mask: 0.2462, loss: 0.7674
2022-07-30 23:36:50,302 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 6:59:37, time: 0.363, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0491, loss_cls: 0.2290, acc: 92.0981, loss_bbox: 0.2616, loss_mask: 0.2532, loss: 0.8237
2022-07-30 23:37:09,229 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 6:59:19, time: 0.378, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0535, loss_cls: 0.2335, acc: 91.9680, loss_bbox: 0.2633, loss_mask: 0.2560, loss: 0.8394
2022-07-30 23:37:27,461 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 6:58:58, time: 0.365, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0495, loss_cls: 0.2121, acc: 92.6621, loss_bbox: 0.2454, loss_mask: 0.2469, loss: 0.7846
2022-07-30 23:37:45,902 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 6:58:38, time: 0.369, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0499, loss_cls: 0.2227, acc: 92.3350, loss_bbox: 0.2513, loss_mask: 0.2505, loss: 0.8041
2022-07-30 23:38:04,393 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 6:58:18, time: 0.370, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0524, loss_cls: 0.2265, acc: 92.3257, loss_bbox: 0.2506, loss_mask: 0.2463, loss: 0.8078
2022-07-30 23:38:22,820 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 6:57:58, time: 0.369, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0516, loss_cls: 0.2253, acc: 92.2456, loss_bbox: 0.2548, loss_mask: 0.2537, loss: 0.8158
2022-07-30 23:38:40,993 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 6:57:37, time: 0.363, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0511, loss_cls: 0.2253, acc: 92.2002, loss_bbox: 0.2562, loss_mask: 0.2514, loss: 0.8133
2022-07-30 23:38:59,199 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 6:57:16, time: 0.364, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0501, loss_cls: 0.2189, acc: 92.5750, loss_bbox: 0.2473, loss_mask: 0.2469, loss: 0.7923
2022-07-30 23:39:17,562 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 6:56:56, time: 0.367, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0482, loss_cls: 0.2207, acc: 92.3433, loss_bbox: 0.2521, loss_mask: 0.2473, loss: 0.7983
2022-07-30 23:39:35,663 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 6:56:35, time: 0.362, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0502, loss_cls: 0.2185, acc: 92.4639, loss_bbox: 0.2478, loss_mask: 0.2495, loss: 0.7972
2022-07-30 23:39:54,149 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 6:56:15, time: 0.370, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0505, loss_cls: 0.2200, acc: 92.3857, loss_bbox: 0.2509, loss_mask: 0.2509, loss: 0.8037
2022-07-30 23:40:12,589 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 6:55:55, time: 0.369, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0493, loss_cls: 0.2153, acc: 92.5884, loss_bbox: 0.2438, loss_mask: 0.2459, loss: 0.7843
2022-07-30 23:40:30,679 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 6:55:34, time: 0.362, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0504, loss_cls: 0.2243, acc: 92.2910, loss_bbox: 0.2590, loss_mask: 0.2529, loss: 0.8161
2022-07-30 23:40:49,392 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 6:55:15, time: 0.374, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0478, loss_cls: 0.2155, acc: 92.4487, loss_bbox: 0.2485, loss_mask: 0.2396, loss: 0.7805
2022-07-30 23:41:07,812 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 6:54:55, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0512, loss_cls: 0.2325, acc: 91.9985, loss_bbox: 0.2646, loss_mask: 0.2528, loss: 0.8310
2022-07-30 23:41:26,390 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 6:54:35, time: 0.372, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0516, loss_cls: 0.2230, acc: 92.4294, loss_bbox: 0.2462, loss_mask: 0.2504, loss: 0.8043
2022-07-30 23:41:44,963 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 6:54:16, time: 0.371, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0495, loss_cls: 0.2214, acc: 92.3525, loss_bbox: 0.2549, loss_mask: 0.2507, loss: 0.8051
2022-07-30 23:42:03,068 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 6:53:55, time: 0.362, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0491, loss_cls: 0.2161, acc: 92.5942, loss_bbox: 0.2459, loss_mask: 0.2444, loss: 0.7826
2022-07-30 23:42:14,480 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-07-30 23:43:14,496 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.19s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=23.89s).
Accumulating evaluation results...
DONE (t=4.29s).
2022-07-30 23:43:45,143 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.386
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.615
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.423
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.237
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.426
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.508
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.344
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.673
2022-07-30 23:43:45,144 - 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=1.30s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=26.27s).
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=4.26s).
2022-07-30 23:44:20,540 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.362
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.583
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.387
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.176
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.394
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.494
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.494
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.302
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.665
2022-07-30 23:44:20,999 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-30 23:44:20,999 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.3860, bbox_mAP_50: 0.6150, bbox_mAP_75: 0.4230, bbox_mAP_s: 0.2370, bbox_mAP_m: 0.4260, bbox_mAP_l: 0.5080, bbox_mAP_copypaste: 0.386 0.615 0.423 0.237 0.426 0.508, segm_mAP: 0.3620, segm_mAP_50: 0.5830, segm_mAP_75: 0.3870, segm_mAP_s: 0.1760, segm_mAP_m: 0.3940, segm_mAP_l: 0.5400, segm_mAP_copypaste: 0.362 0.583 0.387 0.176 0.394 0.540
2022-07-30 23:44:43,702 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 6:53:03, time: 0.454, data_time: 0.104, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0507, loss_cls: 0.2128, acc: 92.4971, loss_bbox: 0.2540, loss_mask: 0.2457, loss: 0.7926
2022-07-30 23:45:02,611 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 6:52:44, time: 0.378, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0513, loss_cls: 0.2166, acc: 92.3418, loss_bbox: 0.2536, loss_mask: 0.2409, loss: 0.7914
2022-07-30 23:45:21,592 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 6:52:26, time: 0.380, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0512, loss_cls: 0.2088, acc: 92.6042, loss_bbox: 0.2441, loss_mask: 0.2431, loss: 0.7753
2022-07-30 23:45:40,188 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 6:52:06, time: 0.372, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0497, loss_cls: 0.2160, acc: 92.4871, loss_bbox: 0.2466, loss_mask: 0.2460, loss: 0.7880
2022-07-30 23:45:59,274 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 6:51:49, time: 0.382, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0502, loss_cls: 0.2169, acc: 92.3667, loss_bbox: 0.2575, loss_mask: 0.2437, loss: 0.7985
2022-07-30 23:46:17,992 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 6:51:29, time: 0.374, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0493, loss_cls: 0.2189, acc: 92.3428, loss_bbox: 0.2532, loss_mask: 0.2477, loss: 0.7978
2022-07-30 23:46:36,793 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 6:51:11, time: 0.376, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0486, loss_cls: 0.2110, acc: 92.6511, loss_bbox: 0.2431, loss_mask: 0.2438, loss: 0.7728
2022-07-30 23:46:55,500 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 6:50:52, time: 0.374, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0501, loss_cls: 0.2273, acc: 92.1274, loss_bbox: 0.2576, loss_mask: 0.2501, loss: 0.8125
2022-07-30 23:47:14,125 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 6:50:32, time: 0.372, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0543, loss_cls: 0.2224, acc: 92.1697, loss_bbox: 0.2566, loss_mask: 0.2472, loss: 0.8103
2022-07-30 23:47:32,503 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 6:50:12, time: 0.368, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0462, loss_cls: 0.2046, acc: 92.7646, loss_bbox: 0.2357, loss_mask: 0.2476, loss: 0.7598
2022-07-30 23:47:50,835 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 6:49:52, time: 0.367, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0492, loss_cls: 0.2092, acc: 92.6047, loss_bbox: 0.2531, loss_mask: 0.2417, loss: 0.7805
2022-07-30 23:48:09,203 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 6:49:32, time: 0.367, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0468, loss_cls: 0.2065, acc: 92.7905, loss_bbox: 0.2442, loss_mask: 0.2375, loss: 0.7631
2022-07-30 23:48:27,881 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 6:49:13, time: 0.374, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0513, loss_cls: 0.2161, acc: 92.3767, loss_bbox: 0.2539, loss_mask: 0.2552, loss: 0.8054
2022-07-30 23:48:46,238 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 6:48:53, time: 0.367, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0476, loss_cls: 0.2172, acc: 92.2905, loss_bbox: 0.2543, loss_mask: 0.2484, loss: 0.7965
2022-07-30 23:49:04,604 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 6:48:33, time: 0.367, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0483, loss_cls: 0.2105, acc: 92.6348, loss_bbox: 0.2501, loss_mask: 0.2453, loss: 0.7831
2022-07-30 23:49:23,207 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 6:48:14, time: 0.372, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0492, loss_cls: 0.2151, acc: 92.5012, loss_bbox: 0.2495, loss_mask: 0.2465, loss: 0.7907
2022-07-30 23:49:41,272 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 6:47:53, time: 0.361, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0509, loss_cls: 0.2178, acc: 92.4189, loss_bbox: 0.2522, loss_mask: 0.2517, loss: 0.8027
2022-07-30 23:49:59,799 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 6:47:33, time: 0.371, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0517, loss_cls: 0.2327, acc: 91.9956, loss_bbox: 0.2597, loss_mask: 0.2533, loss: 0.8302
2022-07-30 23:50:18,352 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 6:47:14, time: 0.371, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0482, loss_cls: 0.2130, acc: 92.4670, loss_bbox: 0.2526, loss_mask: 0.2463, loss: 0.7899
2022-07-30 23:50:36,482 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 6:46:53, time: 0.363, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0500, loss_cls: 0.2045, acc: 92.7983, loss_bbox: 0.2458, loss_mask: 0.2406, loss: 0.7684
2022-07-30 23:50:54,722 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 6:46:33, time: 0.365, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0494, loss_cls: 0.2090, acc: 92.6362, loss_bbox: 0.2464, loss_mask: 0.2435, loss: 0.7749
2022-07-30 23:51:13,216 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 6:46:13, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0510, loss_cls: 0.2180, acc: 92.2717, loss_bbox: 0.2556, loss_mask: 0.2491, loss: 0.8033
2022-07-30 23:51:31,482 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 6:45:53, time: 0.365, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0482, loss_cls: 0.2016, acc: 92.8745, loss_bbox: 0.2391, loss_mask: 0.2452, loss: 0.7615
2022-07-30 23:51:49,731 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 6:45:33, time: 0.365, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0482, loss_cls: 0.2092, acc: 92.6819, loss_bbox: 0.2427, loss_mask: 0.2436, loss: 0.7716
2022-07-30 23:52:08,229 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 6:45:13, time: 0.370, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0483, loss_cls: 0.2154, acc: 92.5149, loss_bbox: 0.2460, loss_mask: 0.2379, loss: 0.7746
2022-07-30 23:52:26,354 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 6:44:52, time: 0.362, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0491, loss_cls: 0.2133, acc: 92.5569, loss_bbox: 0.2484, loss_mask: 0.2499, loss: 0.7857
2022-07-30 23:52:44,619 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 6:44:32, time: 0.366, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0487, loss_cls: 0.2084, acc: 92.6287, loss_bbox: 0.2458, loss_mask: 0.2458, loss: 0.7787
2022-07-30 23:53:03,255 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 6:44:13, time: 0.373, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0490, loss_cls: 0.2095, acc: 92.6362, loss_bbox: 0.2457, loss_mask: 0.2429, loss: 0.7743
2022-07-30 23:53:21,862 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 6:43:54, time: 0.372, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0489, loss_cls: 0.2153, acc: 92.6233, loss_bbox: 0.2504, loss_mask: 0.2417, loss: 0.7849
2022-07-30 23:53:40,387 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 6:43:34, time: 0.371, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0472, loss_cls: 0.2075, acc: 92.6604, loss_bbox: 0.2423, loss_mask: 0.2390, loss: 0.7630
2022-07-30 23:53:58,275 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 6:43:13, time: 0.358, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0482, loss_cls: 0.2062, acc: 92.8049, loss_bbox: 0.2389, loss_mask: 0.2449, loss: 0.7652
2022-07-30 23:54:16,837 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 6:42:54, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0502, loss_cls: 0.2114, acc: 92.4700, loss_bbox: 0.2570, loss_mask: 0.2417, loss: 0.7908
2022-07-30 23:54:35,209 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 6:42:34, time: 0.367, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0502, loss_cls: 0.2115, acc: 92.6694, loss_bbox: 0.2466, loss_mask: 0.2413, loss: 0.7792
2022-07-30 23:54:53,901 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 6:42:15, time: 0.374, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0508, loss_cls: 0.2171, acc: 92.3857, loss_bbox: 0.2513, loss_mask: 0.2500, loss: 0.7996
2022-07-30 23:55:12,330 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 6:41:55, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0516, loss_cls: 0.2140, acc: 92.4280, loss_bbox: 0.2504, loss_mask: 0.2484, loss: 0.7956
2022-07-30 23:55:30,747 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 6:41:35, time: 0.368, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0506, loss_cls: 0.2158, acc: 92.4241, loss_bbox: 0.2560, loss_mask: 0.2480, loss: 0.7985
2022-07-30 23:55:49,368 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 6:41:16, time: 0.372, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0505, loss_cls: 0.2142, acc: 92.5283, loss_bbox: 0.2497, loss_mask: 0.2474, loss: 0.7905
2022-07-30 23:56:07,834 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 6:40:56, time: 0.369, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0514, loss_cls: 0.2195, acc: 92.4426, loss_bbox: 0.2500, loss_mask: 0.2466, loss: 0.7967
2022-07-30 23:56:26,315 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 6:40:37, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0499, loss_cls: 0.2173, acc: 92.4390, loss_bbox: 0.2563, loss_mask: 0.2472, loss: 0.7996
2022-07-30 23:56:44,833 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 6:40:17, time: 0.370, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0511, loss_cls: 0.2099, acc: 92.6577, loss_bbox: 0.2402, loss_mask: 0.2475, loss: 0.7781
2022-07-30 23:57:03,116 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 6:39:57, time: 0.366, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0511, loss_cls: 0.2173, acc: 92.4187, loss_bbox: 0.2486, loss_mask: 0.2457, loss: 0.7917
2022-07-30 23:57:21,551 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 6:39:38, time: 0.369, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0489, loss_cls: 0.2067, acc: 92.7612, loss_bbox: 0.2379, loss_mask: 0.2396, loss: 0.7624
2022-07-30 23:57:40,010 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 6:39:18, time: 0.369, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0503, loss_cls: 0.2136, acc: 92.5881, loss_bbox: 0.2447, loss_mask: 0.2421, loss: 0.7800
2022-07-30 23:57:58,275 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 6:38:58, time: 0.365, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0483, loss_cls: 0.2182, acc: 92.4109, loss_bbox: 0.2464, loss_mask: 0.2464, loss: 0.7868
2022-07-30 23:58:16,402 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 6:38:38, time: 0.363, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0487, loss_cls: 0.2027, acc: 92.9868, loss_bbox: 0.2331, loss_mask: 0.2387, loss: 0.7527
2022-07-30 23:58:34,834 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 6:38:18, time: 0.369, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0511, loss_cls: 0.2126, acc: 92.6084, loss_bbox: 0.2489, loss_mask: 0.2453, loss: 0.7852
2022-07-30 23:58:53,591 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 6:37:59, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0495, loss_cls: 0.2224, acc: 92.3621, loss_bbox: 0.2509, loss_mask: 0.2487, loss: 0.8002
2022-07-30 23:59:12,023 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 6:37:39, time: 0.369, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0509, loss_cls: 0.2211, acc: 92.2783, loss_bbox: 0.2549, loss_mask: 0.2444, loss: 0.8014
2022-07-30 23:59:30,347 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 6:37:20, time: 0.366, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0500, loss_cls: 0.2069, acc: 92.7090, loss_bbox: 0.2410, loss_mask: 0.2440, loss: 0.7723
2022-07-30 23:59:48,566 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 6:36:59, time: 0.364, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0472, loss_cls: 0.2059, acc: 92.8240, loss_bbox: 0.2365, loss_mask: 0.2420, loss: 0.7573
2022-07-31 00:00:06,811 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 6:36:39, time: 0.365, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0483, loss_cls: 0.2068, acc: 92.8208, loss_bbox: 0.2391, loss_mask: 0.2392, loss: 0.7608
2022-07-31 00:00:25,520 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 6:36:20, time: 0.374, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0484, loss_cls: 0.2168, acc: 92.5247, loss_bbox: 0.2459, loss_mask: 0.2465, loss: 0.7856
2022-07-31 00:00:43,623 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 6:36:00, time: 0.362, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0475, loss_cls: 0.2095, acc: 92.7637, loss_bbox: 0.2425, loss_mask: 0.2466, loss: 0.7738
2022-07-31 00:01:02,142 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 6:35:41, time: 0.370, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0489, loss_cls: 0.2156, acc: 92.3372, loss_bbox: 0.2502, loss_mask: 0.2504, loss: 0.7944
2022-07-31 00:01:20,522 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 6:35:21, time: 0.368, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0444, loss_cls: 0.2022, acc: 92.9094, loss_bbox: 0.2352, loss_mask: 0.2382, loss: 0.7445
2022-07-31 00:01:38,796 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 6:35:01, time: 0.365, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0482, loss_cls: 0.2139, acc: 92.5242, loss_bbox: 0.2520, loss_mask: 0.2507, loss: 0.7955
2022-07-31 00:01:56,862 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 6:34:40, time: 0.361, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0473, loss_cls: 0.2136, acc: 92.7087, loss_bbox: 0.2365, loss_mask: 0.2410, loss: 0.7665
2022-07-31 00:02:15,475 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 6:34:21, time: 0.372, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0530, loss_cls: 0.2274, acc: 92.0098, loss_bbox: 0.2602, loss_mask: 0.2455, loss: 0.8170
2022-07-31 00:02:33,871 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 6:34:01, time: 0.368, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0492, loss_cls: 0.2081, acc: 92.6467, loss_bbox: 0.2430, loss_mask: 0.2404, loss: 0.7720
2022-07-31 00:02:52,424 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 6:33:42, time: 0.371, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0501, loss_cls: 0.2153, acc: 92.4529, loss_bbox: 0.2505, loss_mask: 0.2495, loss: 0.7960
2022-07-31 00:03:11,017 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 6:33:23, time: 0.372, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0470, loss_cls: 0.2146, acc: 92.6680, loss_bbox: 0.2403, loss_mask: 0.2454, loss: 0.7752
2022-07-31 00:03:29,699 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 6:33:04, time: 0.374, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0510, loss_cls: 0.2175, acc: 92.3792, loss_bbox: 0.2538, loss_mask: 0.2474, loss: 0.7993
2022-07-31 00:03:48,274 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 6:32:45, time: 0.372, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0511, loss_cls: 0.2137, acc: 92.5476, loss_bbox: 0.2461, loss_mask: 0.2437, loss: 0.7838
2022-07-31 00:04:07,022 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 6:32:26, time: 0.375, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0518, loss_cls: 0.2313, acc: 91.9446, loss_bbox: 0.2634, loss_mask: 0.2475, loss: 0.8261
2022-07-31 00:04:25,478 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 6:32:07, time: 0.369, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0489, loss_cls: 0.2011, acc: 92.7681, loss_bbox: 0.2390, loss_mask: 0.2407, loss: 0.7579
2022-07-31 00:04:43,642 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 6:31:46, time: 0.363, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0488, loss_cls: 0.2141, acc: 92.6509, loss_bbox: 0.2442, loss_mask: 0.2485, loss: 0.7839
2022-07-31 00:05:02,164 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 6:31:27, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0505, loss_cls: 0.2080, acc: 92.7195, loss_bbox: 0.2449, loss_mask: 0.2458, loss: 0.7764
2022-07-31 00:05:20,382 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 6:31:07, time: 0.364, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0487, loss_cls: 0.2159, acc: 92.5098, loss_bbox: 0.2430, loss_mask: 0.2462, loss: 0.7833
2022-07-31 00:05:38,637 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 6:30:47, time: 0.365, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0502, loss_cls: 0.2126, acc: 92.5957, loss_bbox: 0.2474, loss_mask: 0.2495, loss: 0.7887
2022-07-31 00:05:57,065 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 6:30:27, time: 0.369, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0494, loss_cls: 0.2167, acc: 92.4263, loss_bbox: 0.2497, loss_mask: 0.2479, loss: 0.7909
2022-07-31 00:06:15,635 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 6:30:08, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0519, loss_cls: 0.2224, acc: 92.2158, loss_bbox: 0.2536, loss_mask: 0.2519, loss: 0.8100
2022-07-31 00:06:33,925 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 6:29:48, time: 0.366, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0448, loss_cls: 0.2047, acc: 92.8616, loss_bbox: 0.2405, loss_mask: 0.2404, loss: 0.7578
2022-07-31 00:06:52,522 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 6:29:29, time: 0.372, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0487, loss_cls: 0.2099, acc: 92.6609, loss_bbox: 0.2467, loss_mask: 0.2455, loss: 0.7768
2022-07-31 00:07:10,913 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 6:29:10, time: 0.368, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0483, loss_cls: 0.2108, acc: 92.6567, loss_bbox: 0.2454, loss_mask: 0.2481, loss: 0.7796
2022-07-31 00:07:29,297 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 6:28:50, time: 0.368, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0488, loss_cls: 0.2041, acc: 92.8435, loss_bbox: 0.2422, loss_mask: 0.2480, loss: 0.7726
2022-07-31 00:07:47,576 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 6:28:30, time: 0.366, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0509, loss_cls: 0.2121, acc: 92.5581, loss_bbox: 0.2447, loss_mask: 0.2455, loss: 0.7810
2022-07-31 00:08:05,896 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 6:28:10, time: 0.366, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0523, loss_cls: 0.2269, acc: 92.2280, loss_bbox: 0.2507, loss_mask: 0.2429, loss: 0.8031
2022-07-31 00:08:24,273 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 6:27:51, time: 0.368, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0492, loss_cls: 0.2215, acc: 92.4365, loss_bbox: 0.2461, loss_mask: 0.2471, loss: 0.7935
2022-07-31 00:08:42,577 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 6:27:31, time: 0.366, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0493, loss_cls: 0.2147, acc: 92.6272, loss_bbox: 0.2481, loss_mask: 0.2443, loss: 0.7856
2022-07-31 00:09:00,860 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 6:27:11, time: 0.366, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0457, loss_cls: 0.2049, acc: 92.9109, loss_bbox: 0.2355, loss_mask: 0.2458, loss: 0.7599
2022-07-31 00:09:19,531 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 6:26:52, time: 0.373, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0512, loss_cls: 0.2214, acc: 92.1912, loss_bbox: 0.2579, loss_mask: 0.2530, loss: 0.8136
2022-07-31 00:09:38,107 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 6:26:33, time: 0.372, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0506, loss_cls: 0.2153, acc: 92.5020, loss_bbox: 0.2489, loss_mask: 0.2459, loss: 0.7898
2022-07-31 00:09:56,288 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 6:26:13, time: 0.364, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0468, loss_cls: 0.2168, acc: 92.5977, loss_bbox: 0.2401, loss_mask: 0.2415, loss: 0.7708
2022-07-31 00:10:14,969 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 6:25:54, time: 0.374, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0497, loss_cls: 0.2235, acc: 92.2705, loss_bbox: 0.2523, loss_mask: 0.2429, loss: 0.7966
2022-07-31 00:10:33,729 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 6:25:35, time: 0.375, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0508, loss_cls: 0.2206, acc: 92.3567, loss_bbox: 0.2476, loss_mask: 0.2450, loss: 0.7934
2022-07-31 00:10:51,754 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 6:25:15, time: 0.360, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0447, loss_cls: 0.2032, acc: 92.8501, loss_bbox: 0.2339, loss_mask: 0.2399, loss: 0.7487
2022-07-31 00:11:10,443 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 6:24:56, time: 0.374, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0501, loss_cls: 0.2210, acc: 92.3110, loss_bbox: 0.2518, loss_mask: 0.2471, loss: 0.7992
2022-07-31 00:11:29,110 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 6:24:37, time: 0.373, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0519, loss_cls: 0.2203, acc: 92.3987, loss_bbox: 0.2498, loss_mask: 0.2474, loss: 0.7983
2022-07-31 00:11:47,412 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 6:24:17, time: 0.366, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0446, loss_cls: 0.2056, acc: 92.8579, loss_bbox: 0.2369, loss_mask: 0.2395, loss: 0.7522
2022-07-31 00:12:05,930 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 6:23:58, time: 0.370, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0505, loss_cls: 0.2105, acc: 92.5957, loss_bbox: 0.2495, loss_mask: 0.2450, loss: 0.7876
2022-07-31 00:12:24,691 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 6:23:39, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0498, loss_cls: 0.2046, acc: 93.0144, loss_bbox: 0.2313, loss_mask: 0.2432, loss: 0.7585
2022-07-31 00:12:42,872 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 6:23:19, time: 0.364, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0501, loss_cls: 0.2184, acc: 92.5247, loss_bbox: 0.2462, loss_mask: 0.2436, loss: 0.7869
2022-07-31 00:13:01,234 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 6:23:00, time: 0.367, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0490, loss_cls: 0.2174, acc: 92.5100, loss_bbox: 0.2427, loss_mask: 0.2374, loss: 0.7741
2022-07-31 00:13:19,964 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 6:22:41, time: 0.375, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0508, loss_cls: 0.2261, acc: 92.2507, loss_bbox: 0.2492, loss_mask: 0.2479, loss: 0.8056
2022-07-31 00:13:38,593 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 6:22:22, time: 0.373, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0507, loss_cls: 0.2211, acc: 92.3174, loss_bbox: 0.2500, loss_mask: 0.2457, loss: 0.7967
2022-07-31 00:13:57,251 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 6:22:03, time: 0.373, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0525, loss_cls: 0.2261, acc: 92.1973, loss_bbox: 0.2627, loss_mask: 0.2464, loss: 0.8177
2022-07-31 00:14:15,927 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 6:21:44, time: 0.374, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0502, loss_cls: 0.2159, acc: 92.4595, loss_bbox: 0.2448, loss_mask: 0.2414, loss: 0.7812
2022-07-31 00:14:34,196 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 6:21:24, time: 0.365, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0498, loss_cls: 0.2161, acc: 92.4526, loss_bbox: 0.2442, loss_mask: 0.2448, loss: 0.7843
2022-07-31 00:14:52,335 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 6:21:04, time: 0.362, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0477, loss_cls: 0.1967, acc: 93.1887, loss_bbox: 0.2300, loss_mask: 0.2365, loss: 0.7354
2022-07-31 00:15:10,727 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 6:20:45, time: 0.368, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0466, loss_cls: 0.2105, acc: 92.6021, loss_bbox: 0.2484, loss_mask: 0.2410, loss: 0.7765
2022-07-31 00:15:29,022 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 6:20:25, time: 0.366, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0488, loss_cls: 0.2151, acc: 92.4990, loss_bbox: 0.2455, loss_mask: 0.2448, loss: 0.7823
2022-07-31 00:15:47,533 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 6:20:06, time: 0.370, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0498, loss_cls: 0.2087, acc: 92.7739, loss_bbox: 0.2434, loss_mask: 0.2472, loss: 0.7813
2022-07-31 00:16:05,691 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 6:19:46, time: 0.363, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0486, loss_cls: 0.2068, acc: 92.7781, loss_bbox: 0.2390, loss_mask: 0.2409, loss: 0.7655
2022-07-31 00:16:24,187 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 6:19:27, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0511, loss_cls: 0.2044, acc: 92.7966, loss_bbox: 0.2429, loss_mask: 0.2487, loss: 0.7763
2022-07-31 00:16:42,665 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 6:19:07, time: 0.370, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0534, loss_cls: 0.2205, acc: 92.2693, loss_bbox: 0.2592, loss_mask: 0.2477, loss: 0.8115
2022-07-31 00:17:01,442 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 6:18:49, time: 0.376, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0499, loss_cls: 0.2147, acc: 92.6250, loss_bbox: 0.2436, loss_mask: 0.2445, loss: 0.7808
2022-07-31 00:17:19,661 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 6:18:29, time: 0.364, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0463, loss_cls: 0.2065, acc: 92.8462, loss_bbox: 0.2356, loss_mask: 0.2385, loss: 0.7537
2022-07-31 00:17:37,880 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 6:18:09, time: 0.364, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0476, loss_cls: 0.2074, acc: 92.8000, loss_bbox: 0.2379, loss_mask: 0.2405, loss: 0.7617
2022-07-31 00:17:56,086 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 6:17:49, time: 0.364, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0510, loss_cls: 0.2147, acc: 92.6086, loss_bbox: 0.2427, loss_mask: 0.2471, loss: 0.7854
2022-07-31 00:18:14,478 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 6:17:30, time: 0.368, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0491, loss_cls: 0.2109, acc: 92.7593, loss_bbox: 0.2446, loss_mask: 0.2423, loss: 0.7756
2022-07-31 00:18:32,550 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 6:17:09, time: 0.361, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0469, loss_cls: 0.2081, acc: 92.7791, loss_bbox: 0.2451, loss_mask: 0.2450, loss: 0.7757
2022-07-31 00:18:50,993 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 6:16:50, time: 0.369, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0489, loss_cls: 0.2246, acc: 92.2168, loss_bbox: 0.2539, loss_mask: 0.2482, loss: 0.8056
2022-07-31 00:19:09,506 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 6:16:31, time: 0.370, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0452, loss_cls: 0.2062, acc: 92.8994, loss_bbox: 0.2406, loss_mask: 0.2377, loss: 0.7569
2022-07-31 00:19:27,641 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 6:16:11, time: 0.363, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0461, loss_cls: 0.2046, acc: 93.0156, loss_bbox: 0.2338, loss_mask: 0.2447, loss: 0.7565
2022-07-31 00:19:46,006 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 6:15:51, time: 0.367, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0501, loss_cls: 0.2124, acc: 92.7131, loss_bbox: 0.2428, loss_mask: 0.2499, loss: 0.7835
2022-07-31 00:20:04,113 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 6:15:31, time: 0.362, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0487, loss_cls: 0.2110, acc: 92.7202, loss_bbox: 0.2421, loss_mask: 0.2411, loss: 0.7720
2022-07-31 00:20:22,591 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 6:15:12, time: 0.370, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0471, loss_cls: 0.2030, acc: 92.8481, loss_bbox: 0.2387, loss_mask: 0.2363, loss: 0.7543
2022-07-31 00:20:40,858 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 6:14:52, time: 0.365, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0487, loss_cls: 0.2203, acc: 92.4329, loss_bbox: 0.2503, loss_mask: 0.2446, loss: 0.7913
2022-07-31 00:20:59,144 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 6:14:33, time: 0.366, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0482, loss_cls: 0.2128, acc: 92.4802, loss_bbox: 0.2440, loss_mask: 0.2457, loss: 0.7761
2022-07-31 00:21:17,252 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 6:14:13, time: 0.362, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0449, loss_cls: 0.2114, acc: 92.7158, loss_bbox: 0.2384, loss_mask: 0.2431, loss: 0.7662
2022-07-31 00:21:35,461 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 6:13:53, time: 0.364, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0498, loss_cls: 0.2095, acc: 92.6545, loss_bbox: 0.2437, loss_mask: 0.2463, loss: 0.7801
2022-07-31 00:21:53,255 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 6:13:32, time: 0.356, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0436, loss_cls: 0.1932, acc: 93.3923, loss_bbox: 0.2203, loss_mask: 0.2372, loss: 0.7211
2022-07-31 00:22:11,446 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 6:13:12, time: 0.364, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0490, loss_cls: 0.2137, acc: 92.6667, loss_bbox: 0.2444, loss_mask: 0.2420, loss: 0.7795
2022-07-31 00:22:30,100 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 6:12:53, time: 0.373, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0516, loss_cls: 0.2236, acc: 92.3406, loss_bbox: 0.2501, loss_mask: 0.2435, loss: 0.7997
2022-07-31 00:22:48,074 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 6:12:33, time: 0.359, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0498, loss_cls: 0.2161, acc: 92.4546, loss_bbox: 0.2456, loss_mask: 0.2411, loss: 0.7794
2022-07-31 00:23:06,239 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 6:12:13, time: 0.363, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0456, loss_cls: 0.2089, acc: 92.6763, loss_bbox: 0.2420, loss_mask: 0.2410, loss: 0.7658
2022-07-31 00:23:24,907 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 6:11:54, time: 0.373, data_time: 0.034, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0505, loss_cls: 0.2187, acc: 92.4485, loss_bbox: 0.2496, loss_mask: 0.2489, loss: 0.7978
2022-07-31 00:23:43,125 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 6:11:35, time: 0.364, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0489, loss_cls: 0.2230, acc: 92.3308, loss_bbox: 0.2478, loss_mask: 0.2414, loss: 0.7882
2022-07-31 00:24:01,665 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 6:11:16, time: 0.370, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0534, loss_cls: 0.2214, acc: 92.3225, loss_bbox: 0.2487, loss_mask: 0.2476, loss: 0.8043
2022-07-31 00:24:20,067 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 6:10:56, time: 0.368, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0496, loss_cls: 0.2234, acc: 92.3857, loss_bbox: 0.2510, loss_mask: 0.2492, loss: 0.8039
2022-07-31 00:24:38,151 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 6:10:36, time: 0.362, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0459, loss_cls: 0.2096, acc: 92.7656, loss_bbox: 0.2405, loss_mask: 0.2414, loss: 0.7673
2022-07-31 00:24:56,635 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 6:10:17, time: 0.370, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0500, loss_cls: 0.2129, acc: 92.6301, loss_bbox: 0.2428, loss_mask: 0.2395, loss: 0.7744
2022-07-31 00:25:15,288 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 6:09:58, time: 0.373, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0529, loss_cls: 0.2273, acc: 92.1528, loss_bbox: 0.2591, loss_mask: 0.2457, loss: 0.8140
2022-07-31 00:25:33,473 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 6:09:38, time: 0.364, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0469, loss_cls: 0.2105, acc: 92.7268, loss_bbox: 0.2381, loss_mask: 0.2386, loss: 0.7616
2022-07-31 00:25:51,903 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 6:09:19, time: 0.369, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0487, loss_cls: 0.2211, acc: 92.3000, loss_bbox: 0.2536, loss_mask: 0.2470, loss: 0.8000
2022-07-31 00:26:10,229 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 6:09:00, time: 0.367, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0467, loss_cls: 0.2124, acc: 92.5750, loss_bbox: 0.2399, loss_mask: 0.2408, loss: 0.7676
2022-07-31 00:26:28,676 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 6:08:40, time: 0.369, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0483, loss_cls: 0.2170, acc: 92.4639, loss_bbox: 0.2467, loss_mask: 0.2438, loss: 0.7842
2022-07-31 00:26:47,048 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 6:08:21, time: 0.367, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0515, loss_cls: 0.2155, acc: 92.4595, loss_bbox: 0.2474, loss_mask: 0.2451, loss: 0.7904
2022-07-31 00:27:05,292 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 6:08:01, time: 0.365, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0451, loss_cls: 0.2117, acc: 92.5867, loss_bbox: 0.2389, loss_mask: 0.2425, loss: 0.7660
2022-07-31 00:27:23,514 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 6:07:42, time: 0.364, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0485, loss_cls: 0.2210, acc: 92.2744, loss_bbox: 0.2565, loss_mask: 0.2480, loss: 0.8023
2022-07-31 00:27:42,101 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 6:07:23, time: 0.372, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0532, loss_cls: 0.2235, acc: 92.1677, loss_bbox: 0.2568, loss_mask: 0.2468, loss: 0.8113
2022-07-31 00:28:00,550 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 6:07:03, time: 0.369, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0508, loss_cls: 0.2275, acc: 92.1804, loss_bbox: 0.2537, loss_mask: 0.2482, loss: 0.8093
2022-07-31 00:28:18,580 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 6:06:43, time: 0.361, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0491, loss_cls: 0.2186, acc: 92.4121, loss_bbox: 0.2473, loss_mask: 0.2446, loss: 0.7895
2022-07-31 00:28:36,886 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 6:06:24, time: 0.366, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0513, loss_cls: 0.2172, acc: 92.4658, loss_bbox: 0.2452, loss_mask: 0.2454, loss: 0.7869
2022-07-31 00:28:55,111 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 6:06:04, time: 0.364, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0468, loss_cls: 0.2137, acc: 92.6362, loss_bbox: 0.2426, loss_mask: 0.2403, loss: 0.7718
2022-07-31 00:29:13,083 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 6:05:44, time: 0.359, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0505, loss_cls: 0.2146, acc: 92.5139, loss_bbox: 0.2432, loss_mask: 0.2487, loss: 0.7882
2022-07-31 00:29:24,535 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-07-31 00:30:26,428 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.15s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=22.73s).
Accumulating evaluation results...
DONE (t=4.24s).
2022-07-31 00:30:54,058 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.396
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.619
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.436
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.249
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.434
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.515
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.359
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 ] = 0.671
2022-07-31 00:30:54,058 - 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=1.28s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=24.83s).
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=4.25s).
2022-07-31 00:31:27,715 - 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 ] = 0.593
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.402
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.188
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.407
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.504
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 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.660
2022-07-31 00:31:28,203 - mmdet - INFO - Exp name: mask_rcnn_nextvit_large_1x.py
2022-07-31 00:31:28,203 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.3960, bbox_mAP_50: 0.6190, bbox_mAP_75: 0.4360, bbox_mAP_s: 0.2490, bbox_mAP_m: 0.4340, bbox_mAP_l: 0.5150, bbox_mAP_copypaste: 0.396 0.619 0.436 0.249 0.434 0.515, segm_mAP: 0.3730, segm_mAP_50: 0.5930, segm_mAP_75: 0.4020, segm_mAP_s: 0.1880, segm_mAP_m: 0.4070, segm_mAP_l: 0.5440, segm_mAP_copypaste: 0.373 0.593 0.402 0.188 0.407 0.544
2022-07-31 00:31:51,780 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 6:05:01, time: 0.471, data_time: 0.100, memory: 12213, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0525, loss_cls: 0.2080, acc: 92.6184, loss_bbox: 0.2558, loss_mask: 0.2375, loss: 0.7822
2022-07-31 00:32:10,784 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 6:04:43, time: 0.380, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0453, loss_cls: 0.2039, acc: 92.8047, loss_bbox: 0.2407, loss_mask: 0.2451, loss: 0.7595
2022-07-31 00:32:29,991 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 6:04:26, time: 0.384, data_time: 0.034, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0483, loss_cls: 0.2061, acc: 92.8174, loss_bbox: 0.2390, loss_mask: 0.2367, loss: 0.7560
2022-07-31 00:32:49,540 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 6:04:09, time: 0.391, data_time: 0.034, memory: 12213, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0484, loss_cls: 0.2003, acc: 92.8350, loss_bbox: 0.2422, loss_mask: 0.2438, loss: 0.7600
2022-07-31 00:33:08,493 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 6:03:50, time: 0.379, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0468, loss_cls: 0.1996, acc: 92.9810, loss_bbox: 0.2315, loss_mask: 0.2419, loss: 0.7446
2022-07-31 00:33:27,726 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 6:03:33, time: 0.385, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0466, loss_cls: 0.2010, acc: 92.8176, loss_bbox: 0.2406, loss_mask: 0.2452, loss: 0.7592
2022-07-31 00:33:47,089 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 6:03:15, time: 0.387, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0459, loss_cls: 0.1992, acc: 93.0488, loss_bbox: 0.2321, loss_mask: 0.2358, loss: 0.7387
2022-07-31 00:34:06,403 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 6:02:58, time: 0.386, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0448, loss_cls: 0.2012, acc: 92.9534, loss_bbox: 0.2390, loss_mask: 0.2427, loss: 0.7528
2022-07-31 00:34:25,635 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 6:02:40, time: 0.385, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0491, loss_cls: 0.2006, acc: 92.8267, loss_bbox: 0.2395, loss_mask: 0.2385, loss: 0.7541
2022-07-31 00:34:45,190 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 6:02:23, time: 0.391, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0484, loss_cls: 0.2039, acc: 92.7388, loss_bbox: 0.2380, loss_mask: 0.2412, loss: 0.7575
2022-07-31 00:35:04,364 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 6:02:06, time: 0.383, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0478, loss_cls: 0.2109, acc: 92.5471, loss_bbox: 0.2388, loss_mask: 0.2407, loss: 0.7646
2022-07-31 00:35:23,264 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 6:01:47, time: 0.378, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0471, loss_cls: 0.2045, acc: 92.7339, loss_bbox: 0.2343, loss_mask: 0.2372, loss: 0.7503
2022-07-31 00:35:42,429 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 6:01:29, time: 0.383, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0486, loss_cls: 0.2122, acc: 92.4756, loss_bbox: 0.2510, loss_mask: 0.2442, loss: 0.7845
2022-07-31 00:36:01,771 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 6:01:12, time: 0.387, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0474, loss_cls: 0.1990, acc: 92.9409, loss_bbox: 0.2415, loss_mask: 0.2417, loss: 0.7563
2022-07-31 00:36:20,728 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 6:00:54, time: 0.379, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0457, loss_cls: 0.1975, acc: 92.8682, loss_bbox: 0.2403, loss_mask: 0.2443, loss: 0.7524
2022-07-31 00:36:39,893 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 6:00:36, time: 0.383, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0463, loss_cls: 0.2007, acc: 92.8828, loss_bbox: 0.2392, loss_mask: 0.2360, loss: 0.7474
2022-07-31 00:36:58,609 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 6:00:17, time: 0.374, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0474, loss_cls: 0.1964, acc: 93.0623, loss_bbox: 0.2308, loss_mask: 0.2332, loss: 0.7331
2022-07-31 00:37:17,990 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 6:00:00, time: 0.388, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0482, loss_cls: 0.1986, acc: 92.9045, loss_bbox: 0.2366, loss_mask: 0.2355, loss: 0.7463
2022-07-31 00:37:37,199 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 5:59:42, time: 0.384, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0488, loss_cls: 0.2045, acc: 92.7307, loss_bbox: 0.2420, loss_mask: 0.2458, loss: 0.7693
2022-07-31 00:37:56,291 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 5:59:24, time: 0.382, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0475, loss_cls: 0.1957, acc: 93.1277, loss_bbox: 0.2289, loss_mask: 0.2381, loss: 0.7377
2022-07-31 00:38:15,400 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 5:59:06, time: 0.382, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0488, loss_cls: 0.2090, acc: 92.6602, loss_bbox: 0.2399, loss_mask: 0.2356, loss: 0.7620
2022-07-31 00:38:34,680 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 5:58:49, time: 0.386, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0468, loss_cls: 0.2018, acc: 92.8979, loss_bbox: 0.2368, loss_mask: 0.2362, loss: 0.7477
2022-07-31 00:38:53,833 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 5:58:31, time: 0.383, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0498, loss_cls: 0.2057, acc: 92.5984, loss_bbox: 0.2400, loss_mask: 0.2371, loss: 0.7620
2022-07-31 00:39:12,773 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 5:58:12, time: 0.379, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0504, loss_cls: 0.2109, acc: 92.5486, loss_bbox: 0.2500, loss_mask: 0.2413, loss: 0.7794
2022-07-31 00:39:31,949 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 5:57:55, time: 0.383, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0486, loss_cls: 0.2031, acc: 92.8137, loss_bbox: 0.2362, loss_mask: 0.2424, loss: 0.7552
2022-07-31 00:39:51,200 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 5:57:37, time: 0.385, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0476, loss_cls: 0.1986, acc: 92.9182, loss_bbox: 0.2416, loss_mask: 0.2410, loss: 0.7559
2022-07-31 00:40:09,970 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 5:57:18, time: 0.375, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0471, loss_cls: 0.1972, acc: 93.0093, loss_bbox: 0.2341, loss_mask: 0.2398, loss: 0.7459
2022-07-31 00:40:28,925 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 5:57:00, time: 0.379, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0486, loss_cls: 0.2037, acc: 92.6902, loss_bbox: 0.2366, loss_mask: 0.2354, loss: 0.7511
2022-07-31 00:40:48,066 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 5:56:42, time: 0.383, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0475, loss_cls: 0.1993, acc: 92.8684, loss_bbox: 0.2384, loss_mask: 0.2382, loss: 0.7498
2022-07-31 00:41:07,151 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 5:56:24, time: 0.382, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0489, loss_cls: 0.2103, acc: 92.6187, loss_bbox: 0.2432, loss_mask: 0.2389, loss: 0.7669
2022-07-31 00:41:25,792 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 5:56:05, time: 0.373, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0441, loss_cls: 0.2061, acc: 92.6804, loss_bbox: 0.2371, loss_mask: 0.2353, loss: 0.7480
2022-07-31 00:41:44,275 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 5:55:46, time: 0.370, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0478, loss_cls: 0.2060, acc: 92.8247, loss_bbox: 0.2388, loss_mask: 0.2387, loss: 0.7617
2022-07-31 00:42:03,701 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 5:55:29, time: 0.388, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0487, loss_cls: 0.2104, acc: 92.5950, loss_bbox: 0.2423, loss_mask: 0.2463, loss: 0.7764
2022-07-31 00:42:23,197 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 5:55:11, time: 0.390, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0498, loss_cls: 0.2115, acc: 92.4822, loss_bbox: 0.2519, loss_mask: 0.2380, loss: 0.7797
2022-07-31 00:42:42,168 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 5:54:53, time: 0.379, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0477, loss_cls: 0.2034, acc: 92.8794, loss_bbox: 0.2435, loss_mask: 0.2459, loss: 0.7667
2022-07-31 00:43:01,207 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 5:54:35, time: 0.381, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0497, loss_cls: 0.2035, acc: 92.7495, loss_bbox: 0.2393, loss_mask: 0.2422, loss: 0.7596
2022-07-31 00:43:19,964 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 5:54:16, time: 0.375, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0480, loss_cls: 0.2032, acc: 92.8535, loss_bbox: 0.2363, loss_mask: 0.2420, loss: 0.7571
2022-07-31 00:43:38,741 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 5:53:58, time: 0.376, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0449, loss_cls: 0.1933, acc: 93.2888, loss_bbox: 0.2266, loss_mask: 0.2440, loss: 0.7343
2022-07-31 00:43:57,340 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 5:53:39, time: 0.372, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0458, loss_cls: 0.1970, acc: 93.1211, loss_bbox: 0.2330, loss_mask: 0.2388, loss: 0.7404
2022-07-31 00:44:16,444 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 5:53:21, time: 0.382, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0486, loss_cls: 0.2039, acc: 92.7681, loss_bbox: 0.2423, loss_mask: 0.2458, loss: 0.7695
2022-07-31 00:44:35,069 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 5:53:02, time: 0.372, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0430, loss_cls: 0.1967, acc: 92.9561, loss_bbox: 0.2320, loss_mask: 0.2381, loss: 0.7342
2022-07-31 00:44:53,792 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 5:52:43, time: 0.374, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0491, loss_cls: 0.2130, acc: 92.5227, loss_bbox: 0.2471, loss_mask: 0.2450, loss: 0.7820
2022-07-31 00:45:12,760 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 5:52:25, time: 0.379, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0463, loss_cls: 0.2110, acc: 92.5264, loss_bbox: 0.2434, loss_mask: 0.2371, loss: 0.7627
2022-07-31 00:45:31,725 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 5:52:07, time: 0.379, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0492, loss_cls: 0.2124, acc: 92.5481, loss_bbox: 0.2409, loss_mask: 0.2416, loss: 0.7725
2022-07-31 00:45:50,926 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 5:51:49, time: 0.384, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0501, loss_cls: 0.2049, acc: 92.6379, loss_bbox: 0.2445, loss_mask: 0.2399, loss: 0.7672
2022-07-31 00:46:09,554 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 5:51:30, time: 0.373, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0470, loss_cls: 0.2001, acc: 92.8496, loss_bbox: 0.2354, loss_mask: 0.2346, loss: 0.7413
2022-07-31 00:46:28,220 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 5:51:11, time: 0.373, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0486, loss_cls: 0.2023, acc: 92.7942, loss_bbox: 0.2349, loss_mask: 0.2422, loss: 0.7575
2022-07-31 00:46:47,208 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 5:50:53, time: 0.380, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0469, loss_cls: 0.2122, acc: 92.7209, loss_bbox: 0.2384, loss_mask: 0.2409, loss: 0.7652
2022-07-31 00:47:06,350 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 5:50:35, time: 0.383, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0486, loss_cls: 0.2025, acc: 92.8540, loss_bbox: 0.2366, loss_mask: 0.2394, loss: 0.7559
2022-07-31 00:47:25,455 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 5:50:17, time: 0.382, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0462, loss_cls: 0.1989, acc: 92.9255, loss_bbox: 0.2355, loss_mask: 0.2349, loss: 0.7409
2022-07-31 00:47:44,321 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 5:49:59, time: 0.377, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0486, loss_cls: 0.2103, acc: 92.5969, loss_bbox: 0.2447, loss_mask: 0.2442, loss: 0.7742
2022-07-31 00:48:03,663 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 5:49:41, time: 0.387, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0501, loss_cls: 0.2173, acc: 92.3911, loss_bbox: 0.2488, loss_mask: 0.2468, loss: 0.7912
2022-07-31 00:48:22,886 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 5:49:23, time: 0.385, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0484, loss_cls: 0.2124, acc: 92.5044, loss_bbox: 0.2439, loss_mask: 0.2399, loss: 0.7716
2022-07-31 00:48:41,953 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 5:49:05, time: 0.381, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0450, loss_cls: 0.2071, acc: 92.7061, loss_bbox: 0.2388, loss_mask: 0.2383, loss: 0.7560
2022-07-31 00:49:01,097 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 5:48:47, time: 0.383, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0508, loss_cls: 0.2114, acc: 92.6343, loss_bbox: 0.2422, loss_mask: 0.2475, loss: 0.7807
2022-07-31 00:49:20,315 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 5:48:29, time: 0.384, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0507, loss_cls: 0.2105, acc: 92.5984, loss_bbox: 0.2481, loss_mask: 0.2414, loss: 0.7784
2022-07-31 00:49:39,195 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 5:48:11, time: 0.378, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0488, loss_cls: 0.1995, acc: 92.9204, loss_bbox: 0.2362, loss_mask: 0.2358, loss: 0.7470
2022-07-31 00:49:57,991 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 5:47:52, time: 0.376, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0459, loss_cls: 0.2076, acc: 92.6863, loss_bbox: 0.2413, loss_mask: 0.2344, loss: 0.7578
2022-07-31 00:50:16,845 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 5:47:34, time: 0.377, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0488, loss_cls: 0.2129, acc: 92.5894, loss_bbox: 0.2432, loss_mask: 0.2418, loss: 0.7732
2022-07-31 00:50:35,913 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 5:47:15, time: 0.381, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0478, loss_cls: 0.2050, acc: 92.7617, loss_bbox: 0.2405, loss_mask: 0.2384, loss: 0.7571
2022-07-31 00:50:55,161 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 5:46:58, time: 0.385, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0496, loss_cls: 0.2128, acc: 92.5166, loss_bbox: 0.2457, loss_mask: 0.2436, loss: 0.7806
2022-07-31 00:51:13,895 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 5:46:39, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0476, loss_cls: 0.2087, acc: 92.6052, loss_bbox: 0.2436, loss_mask: 0.2421, loss: 0.7689
2022-07-31 00:51:32,675 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 5:46:20, time: 0.376, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0475, loss_cls: 0.2070, acc: 92.6846, loss_bbox: 0.2398, loss_mask: 0.2333, loss: 0.7546
2022-07-31 00:51:51,643 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 5:46:02, time: 0.379, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0498, loss_cls: 0.2182, acc: 92.3032, loss_bbox: 0.2516, loss_mask: 0.2412, loss: 0.7893
2022-07-31 00:52:10,538 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 5:45:44, time: 0.378, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0484, loss_cls: 0.2068, acc: 92.7827, loss_bbox: 0.2358, loss_mask: 0.2394, loss: 0.7568
2022-07-31 00:52:29,527 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 5:45:25, time: 0.380, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0506, loss_cls: 0.2097, acc: 92.5752, loss_bbox: 0.2443, loss_mask: 0.2387, loss: 0.7703
2022-07-31 00:52:48,550 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 5:45:07, time: 0.380, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0511, loss_cls: 0.2059, acc: 92.7292, loss_bbox: 0.2456, loss_mask: 0.2439, loss: 0.7743
2022-07-31 00:53:07,910 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 5:44:49, time: 0.387, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0518, loss_cls: 0.2220, acc: 92.1882, loss_bbox: 0.2524, loss_mask: 0.2398, loss: 0.7948
2022-07-31 00:53:27,081 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 5:44:31, time: 0.384, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0504, loss_cls: 0.2114, acc: 92.6450, loss_bbox: 0.2386, loss_mask: 0.2364, loss: 0.7660
2022-07-31 00:53:46,344 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 5:44:14, time: 0.385, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0450, loss_cls: 0.2052, acc: 92.8921, loss_bbox: 0.2340, loss_mask: 0.2404, loss: 0.7532
2022-07-31 00:54:05,053 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 5:43:55, time: 0.374, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0492, loss_cls: 0.2139, acc: 92.7129, loss_bbox: 0.2395, loss_mask: 0.2417, loss: 0.7740
2022-07-31 00:54:24,146 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 5:43:37, time: 0.382, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0503, loss_cls: 0.2071, acc: 92.8154, loss_bbox: 0.2379, loss_mask: 0.2390, loss: 0.7637
2022-07-31 00:54:43,100 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 5:43:18, time: 0.379, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0440, loss_cls: 0.1961, acc: 93.1428, loss_bbox: 0.2319, loss_mask: 0.2369, loss: 0.7348
2022-07-31 00:55:02,037 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 5:43:00, time: 0.379, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0489, loss_cls: 0.2101, acc: 92.6926, loss_bbox: 0.2396, loss_mask: 0.2371, loss: 0.7631
2022-07-31 00:55:20,763 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 5:42:41, time: 0.374, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0481, loss_cls: 0.2073, acc: 92.7180, loss_bbox: 0.2408, loss_mask: 0.2432, loss: 0.7666
2022-07-31 00:55:39,589 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 5:42:23, time: 0.377, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0457, loss_cls: 0.2073, acc: 92.7107, loss_bbox: 0.2402, loss_mask: 0.2400, loss: 0.7600
2022-07-31 00:55:58,372 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 5:42:04, time: 0.376, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0485, loss_cls: 0.2252, acc: 92.3210, loss_bbox: 0.2513, loss_mask: 0.2391, loss: 0.7942
2022-07-31 00:56:17,007 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 5:41:45, time: 0.372, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0459, loss_cls: 0.2118, acc: 92.6218, loss_bbox: 0.2394, loss_mask: 0.2390, loss: 0.7617
2022-07-31 00:56:35,667 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 5:41:26, time: 0.373, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0470, loss_cls: 0.2032, acc: 92.6833, loss_bbox: 0.2427, loss_mask: 0.2388, loss: 0.7574
2022-07-31 00:56:54,404 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 5:41:08, time: 0.375, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0485, loss_cls: 0.2048, acc: 92.7634, loss_bbox: 0.2344, loss_mask: 0.2359, loss: 0.7482
2022-07-31 00:57:12,934 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 5:40:48, time: 0.370, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0460, loss_cls: 0.2049, acc: 92.8442, loss_bbox: 0.2357, loss_mask: 0.2436, loss: 0.7567
2022-07-31 00:57:31,813 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 5:40:30, time: 0.378, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0455, loss_cls: 0.2148, acc: 92.4500, loss_bbox: 0.2438, loss_mask: 0.2408, loss: 0.7713
2022-07-31 00:57:50,383 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 5:40:11, time: 0.371, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0451, loss_cls: 0.2049, acc: 92.7581, loss_bbox: 0.2325, loss_mask: 0.2401, loss: 0.7485
2022-07-31 00:58:09,177 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 5:39:52, time: 0.376, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0466, loss_cls: 0.1994, acc: 92.9297, loss_bbox: 0.2288, loss_mask: 0.2335, loss: 0.7349
2022-07-31 00:58:28,084 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 5:39:34, time: 0.378, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0497, loss_cls: 0.2170, acc: 92.4277, loss_bbox: 0.2443, loss_mask: 0.2441, loss: 0.7818
2022-07-31 00:58:46,632 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 5:39:15, time: 0.371, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0473, loss_cls: 0.2081, acc: 92.6936, loss_bbox: 0.2403, loss_mask: 0.2463, loss: 0.7696
2022-07-31 00:59:05,198 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 5:38:56, time: 0.371, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0474, loss_cls: 0.2100, acc: 92.6499, loss_bbox: 0.2436, loss_mask: 0.2422, loss: 0.7709
2022-07-31 00:59:23,936 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 5:38:37, time: 0.375, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0478, loss_cls: 0.1980, acc: 92.9519, loss_bbox: 0.2396, loss_mask: 0.2372, loss: 0.7497
2022-07-31 00:59:42,748 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 5:38:19, time: 0.376, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0476, loss_cls: 0.2079, acc: 92.5872, loss_bbox: 0.2412, loss_mask: 0.2317, loss: 0.7532
2022-07-31 01:00:01,436 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 5:38:00, time: 0.374, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0464, loss_cls: 0.2055, acc: 92.7739, loss_bbox: 0.2370, loss_mask: 0.2379, loss: 0.7521
2022-07-31 01:00:20,520 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 5:37:42, time: 0.382, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0487, loss_cls: 0.2079, acc: 92.6497, loss_bbox: 0.2411, loss_mask: 0.2393, loss: 0.7648
2022-07-31 01:00:39,469 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 5:37:23, time: 0.379, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0479, loss_cls: 0.2068, acc: 92.7341, loss_bbox: 0.2379, loss_mask: 0.2364, loss: 0.7548
2022-07-31 01:00:58,206 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 5:37:05, time: 0.375, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0498, loss_cls: 0.2168, acc: 92.3955, loss_bbox: 0.2470, loss_mask: 0.2427, loss: 0.7847
2022-07-31 01:01:16,947 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 5:36:46, time: 0.375, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0435, loss_cls: 0.1957, acc: 93.1267, loss_bbox: 0.2305, loss_mask: 0.2341, loss: 0.7284
2022-07-31 01:01:35,623 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 5:36:27, time: 0.373, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0471, loss_cls: 0.2214, acc: 92.3293, loss_bbox: 0.2420, loss_mask: 0.2420, loss: 0.7800
2022-07-31 01:01:54,300 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 5:36:08, time: 0.374, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0443, loss_cls: 0.2005, acc: 93.0979, loss_bbox: 0.2324, loss_mask: 0.2344, loss: 0.7372
2022-07-31 01:02:12,974 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 5:35:49, time: 0.373, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0453, loss_cls: 0.2044, acc: 92.7344, loss_bbox: 0.2383, loss_mask: 0.2367, loss: 0.7492
2022-07-31 01:02:31,628 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 5:35:31, time: 0.373, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0473, loss_cls: 0.2046, acc: 92.8396, loss_bbox: 0.2348, loss_mask: 0.2377, loss: 0.7510
2022-07-31 01:02:50,261 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 5:35:12, time: 0.373, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0460, loss_cls: 0.2031, acc: 92.9099, loss_bbox: 0.2300, loss_mask: 0.2417, loss: 0.7477
2022-07-31 01:03:09,150 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 5:34:53, time: 0.378, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0488, loss_cls: 0.2172, acc: 92.4702, loss_bbox: 0.2486, loss_mask: 0.2393, loss: 0.7828
2022-07-31 01:03:28,011 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 5:34:35, time: 0.377, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0468, loss_cls: 0.2021, acc: 93.0852, loss_bbox: 0.2316, loss_mask: 0.2380, loss: 0.7443
2022-07-31 01:03:46,811 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 5:34:16, time: 0.376, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0487, loss_cls: 0.2045, acc: 92.7725, loss_bbox: 0.2411, loss_mask: 0.2416, loss: 0.7630
2022-07-31 01:04:05,600 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 5:33:57, time: 0.376, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0481, loss_cls: 0.2069, acc: 92.7488, loss_bbox: 0.2349, loss_mask: 0.2387, loss: 0.7562
2022-07-31 01:04:24,480 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 5:33:39, time: 0.378, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0469, loss_cls: 0.1938, acc: 93.1917, loss_bbox: 0.2246, loss_mask: 0.2357, loss: 0.7289
2022-07-31 01:04:43,088 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 5:33:20, time: 0.372, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0464, loss_cls: 0.2086, acc: 92.6890, loss_bbox: 0.2369, loss_mask: 0.2423, loss: 0.7612
2022-07-31 01:05:01,956 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 5:33:01, time: 0.377, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0455, loss_cls: 0.2077, acc: 92.8118, loss_bbox: 0.2370, loss_mask: 0.2368, loss: 0.7534
2022-07-31 01:05:20,731 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 5:32:43, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0470, loss_cls: 0.2053, acc: 92.7109, loss_bbox: 0.2427, loss_mask: 0.2369, loss: 0.7576
2022-07-31 01:05:39,470 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 5:32:24, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0485, loss_cls: 0.2078, acc: 92.6768, loss_bbox: 0.2422, loss_mask: 0.2467, loss: 0.7726
2022-07-31 01:05:58,221 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 5:32:05, time: 0.375, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0485, loss_cls: 0.1993, acc: 93.0630, loss_bbox: 0.2302, loss_mask: 0.2395, loss: 0.7445
2022-07-31 01:06:17,095 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 5:31:47, time: 0.377, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0454, loss_cls: 0.2023, acc: 92.9343, loss_bbox: 0.2318, loss_mask: 0.2389, loss: 0.7443
2022-07-31 01:06:35,878 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 5:31:28, time: 0.376, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0461, loss_cls: 0.1965, acc: 93.0754, loss_bbox: 0.2342, loss_mask: 0.2404, loss: 0.7447
2022-07-31 01:06:54,748 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 5:31:10, time: 0.377, data_time: 0.030, memory: 12213, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0482, loss_cls: 0.2029, acc: 92.8398, loss_bbox: 0.2407, loss_mask: 0.2414, loss: 0.7602
2022-07-31 01:07:13,823 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 5:30:51, time: 0.382, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0504, loss_cls: 0.2159, acc: 92.4031, loss_bbox: 0.2527, loss_mask: 0.2445, loss: 0.7917
2022-07-31 01:07:32,605 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 5:30:33, time: 0.376, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0442, loss_cls: 0.1929, acc: 93.1946, loss_bbox: 0.2264, loss_mask: 0.2369, loss: 0.7259
2022-07-31 01:07:51,320 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 5:30:14, time: 0.374, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0485, loss_cls: 0.2118, acc: 92.5818, loss_bbox: 0.2440, loss_mask: 0.2392, loss: 0.7713
2022-07-31 01:08:10,012 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 5:29:55, time: 0.374, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0480, loss_cls: 0.2045, acc: 92.8240, loss_bbox: 0.2363, loss_mask: 0.2415, loss: 0.7575
2022-07-31 01:08:28,564 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 5:29:36, time: 0.371, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0456, loss_cls: 0.1981, acc: 92.8540, loss_bbox: 0.2369, loss_mask: 0.2404, loss: 0.7463
2022-07-31 01:08:47,856 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 5:29:18, time: 0.386, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0487, loss_cls: 0.2114, acc: 92.5625, loss_bbox: 0.2438, loss_mask: 0.2408, loss: 0.7719
2022-07-31 01:09:06,654 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 5:29:00, time: 0.376, data_time: 0.021, memory: 12213, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0468, loss_cls: 0.2036, acc: 92.6968, loss_bbox: 0.2364, loss_mask: 0.2356, loss: 0.7491
2022-07-31 01:09:25,416 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 5:28:41, time: 0.375, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0487, loss_cls: 0.2050, acc: 92.7932, loss_bbox: 0.2361, loss_mask: 0.2443, loss: 0.7626
2022-07-31 01:09:44,300 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 5:28:23, time: 0.378, data_time: 0.028, memory: 12213, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0455, loss_cls: 0.2083, acc: 92.7383, loss_bbox: 0.2377, loss_mask: 0.2394, loss: 0.7594
2022-07-31 01:10:03,187 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 5:28:04, time: 0.377, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0496, loss_cls: 0.2111, acc: 92.5034, loss_bbox: 0.2445, loss_mask: 0.2482, loss: 0.7820
2022-07-31 01:10:22,130 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 5:27:46, time: 0.379, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0480, loss_cls: 0.2054, acc: 92.7415, loss_bbox: 0.2372, loss_mask: 0.2397, loss: 0.7560
2022-07-31 01:10:40,901 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 5:27:27, time: 0.375, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0479, loss_cls: 0.2122, acc: 92.5747, loss_bbox: 0.2444, loss_mask: 0.2377, loss: 0.7686
2022-07-31 01:10:59,818 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 5:27:08, time: 0.378, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0478, loss_cls: 0.2141, acc: 92.4163, loss_bbox: 0.2451, loss_mask: 0.2413, loss: 0.7748
2022-07-31 01:11:18,721 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 5:26:50, time: 0.378, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0463, loss_cls: 0.2121, acc: 92.5464, loss_bbox: 0.2463, loss_mask: 0.2415, loss: 0.7730
2022-07-31 01:11:37,376 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 5:26:31, time: 0.373, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0473, loss_cls: 0.2147, acc: 92.5476, loss_bbox: 0.2367, loss_mask: 0.2421, loss: 0.7697
2022-07-31 01:11:56,236 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 5:26:13, time: 0.377, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0420, loss_cls: 0.1974, acc: 93.0620, loss_bbox: 0.2241, loss_mask: 0.2348, loss: 0.7226
2022-07-31 01:12:14,604 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 5:25:53, time: 0.367, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0445, loss_cls: 0.2029, acc: 92.9143, loss_bbox: 0.2308, loss_mask: 0.2350, loss: 0.7411
2022-07-31 01:12:33,543 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 5:25:35, time: 0.379, data_time: 0.032, memory: 12213, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0479, loss_cls: 0.2140, acc: 92.6492, loss_bbox: 0.2384, loss_mask: 0.2345, loss: 0.7612
2022-07-31 01:12:52,427 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 5:25:16, time: 0.378, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0460, loss_cls: 0.2038, acc: 92.8823, loss_bbox: 0.2331, loss_mask: 0.2368, loss: 0.7465
2022-07-31 01:13:11,689 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 5:24:58, time: 0.385, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0461, loss_cls: 0.2057, acc: 92.7625, loss_bbox: 0.2331, loss_mask: 0.2359, loss: 0.7466
2022-07-31 01:13:30,561 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 5:24:40, time: 0.377, data_time: 0.027, memory: 12213, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0478, loss_cls: 0.2087, acc: 92.6326, loss_bbox: 0.2422, loss_mask: 0.2387, loss: 0.7654
2022-07-31 01:13:49,194 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 5:24:21, time: 0.373, data_time: 0.022, memory: 12213, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0458, loss_cls: 0.2025, acc: 92.8513, loss_bbox: 0.2320, loss_mask: 0.2419, loss: 0.7490
2022-07-31 01:14:07,819 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 5:24:02, time: 0.373, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0469, loss_cls: 0.2096, acc: 92.7759, loss_bbox: 0.2286, loss_mask: 0.2326, loss: 0.7433
2022-07-31 01:14:26,507 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 5:23:43, time: 0.374, data_time: 0.031, memory: 12213, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0485, loss_cls: 0.2047, acc: 92.9731, loss_bbox: 0.2364, loss_mask: 0.2345, loss: 0.7524
2022-07-31 01:14:45,148 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 5:23:24, time: 0.373, data_time: 0.023, memory: 12213, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0495, loss_cls: 0.2123, acc: 92.5466, loss_bbox: 0.2403, loss_mask: 0.2433, loss: 0.7732
2022-07-31 01:15:03,936 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 5:23:06, time: 0.376, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0492, loss_cls: 0.2096, acc: 92.6511, loss_bbox: 0.2441, loss_mask: 0.2449, loss: 0.7748
2022-07-31 01:15:22,760 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 5:22:47, time: 0.376, data_time: 0.024, memory: 12213, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0475, loss_cls: 0.2036, acc: 92.8489, loss_bbox: 0.2408, loss_mask: 0.2391, loss: 0.7539
2022-07-31 01:15:41,632 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 5:22:29, time: 0.377, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0472, loss_cls: 0.2050, acc: 92.7278, loss_bbox: 0.2413, loss_mask: 0.2386, loss: 0.7582
2022-07-31 01:16:00,045 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 5:22:09, time: 0.368, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0465, loss_cls: 0.1994, acc: 92.8528, loss_bbox: 0.2343, loss_mask: 0.2333, loss: 0.7379
2022-07-31 01:16:18,855 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 5:21:51, time: 0.377, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0461, loss_cls: 0.2029, acc: 92.9297, loss_bbox: 0.2322, loss_mask: 0.2342, loss: 0.7423
2022-07-31 01:16:37,634 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 5:21:32, time: 0.376, data_time: 0.029, memory: 12213, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0477, loss_cls: 0.1983, acc: 93.0662, loss_bbox: 0.2346, loss_mask: 0.2379, loss: 0.7470
2022-07-31 01:16:56,377 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 5:21:13, time: 0.375, data_time: 0.025, memory: 12213, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0438, loss_cls: 0.2049, acc: 92.8672, loss_bbox: 0.2359, loss_mask: 0.2386, loss: 0.7496
2022-07-31 01:17:15,247 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 5:20:55, time: 0.377, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0501, loss_cls: 0.2187, acc: 92.3701, loss_bbox: 0.2444, loss_mask: 0.2444, loss: 0.7847
2022-07-31 01:17:33,855 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 5:20:36, time: 0.372, data_time: 0.026, memory: 12213, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0472, loss_cls: 0.2028, acc: 92.8687, loss_bbox: 0.2324, loss_mask: 0.2374, loss: 0.7484
2022-07-31 01:17:45,568 - mmdet - INFO - Saving checkpoint at 5 epochs
2022-07-31 01:18:44,835 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.14s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=22.64s).
Accumulating evaluation results...
DONE (t=4.14s).
2022-07-31 01:19:13,649 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.628
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.449
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.265
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.448
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.524
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.368
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.587
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.679
2022-07-31 01:19:13,650 - 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=1.25s)
creating index...
index created!
Running per image evaluation...