[2020-11-12 15:03:47,571][root][INFO] - net: model: votenet is_train: true backbone: sparseconv weights: /checkpoint/jihou/checkpoint/scannet/pretrain/partition4_4096_100k_simclr/1/weights/checkpoint_100000.pth num_target: 256 vote_factor: 1 cluster_sampling: vote_fps data: dataset: sunrgbd by_scenes: null by_points: null num_points: 20000 num_workers: 8 batch_size: 64 no_height: true use_color: false use_sunrgbd_v2: false overwrite: false dump_results: false voxelization: true voxel_size: 0.025 shuffle_datast: false optimizer: max_epoch: 180 learning_rate: 0.001 lr_decay_steps: - 80 - 120 - 160 lr_decay_rates: - 0.1 - 0.1 - 0.1 weight_decay: 0 bn_decay_step: 20 bn_decay_rate: 0.5 test: use_3d_nms: false use_cls_nms: false use_old_type_nms: false per_class_proposal: false nms_iou: 0.25 conf_thresh: 0.05 faster_eval: False, ap_iou_thresholds: - 0.25 - 0.5 misc: log_dir: /checkpoint/jihou/sunrgbd_det [2020-11-12 15:04:03,893][root][INFO] - training: 5285, testing: 5050 [2020-11-12 15:04:03,900][root][INFO] - train dataloader: 83, test dataloader: 5050 [2020-11-12 15:04:09,162][root][INFO] - **** EPOCH 000 **** [2020-11-12 15:04:09,162][root][INFO] - Current learning rate: 0.001000 [2020-11-12 15:04:09,163][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-12 15:04:09,163][root][INFO] - 2020-11-12 15:04:09.163125 [2020-11-12 15:05:08,930][root][INFO] - ---- batch: 010 ---- [2020-11-12 15:05:08,940][root][INFO] - mean box_loss: 1.094210 [2020-11-12 15:05:08,940][root][INFO] - mean center_loss: 0.332210 [2020-11-12 15:05:08,940][root][INFO] - mean heading_cls_loss: 2.510270 [2020-11-12 15:05:08,940][root][INFO] - mean heading_reg_loss: 0.207722 [2020-11-12 15:05:08,940][root][INFO] - mean loss: 23.679720 [2020-11-12 15:05:08,940][root][INFO] - mean neg_ratio: 0.886517 [2020-11-12 15:05:08,940][root][INFO] - mean obj_acc: 0.816043 [2020-11-12 15:05:08,940][root][INFO] - mean objectness_loss: 0.118915 [2020-11-12 15:05:08,940][root][INFO] - mean pos_ratio: 0.024249 [2020-11-12 15:05:08,940][root][INFO] - mean sem_cls_loss: 2.041229 [2020-11-12 15:05:08,940][root][INFO] - mean size_cls_loss: 2.235386 [2020-11-12 15:05:08,941][root][INFO] - mean size_reg_loss: 0.079712 [2020-11-12 15:05:08,941][root][INFO] - mean vote_loss: 1.010182 [2020-11-12 15:06:01,755][root][INFO] - ---- batch: 020 ---- [2020-11-12 15:06:01,762][root][INFO] - mean box_loss: 0.801226 [2020-11-12 15:06:01,762][root][INFO] - mean center_loss: 0.146411 [2020-11-12 15:06:01,762][root][INFO] - mean heading_cls_loss: 2.428806 [2020-11-12 15:06:01,763][root][INFO] - mean heading_reg_loss: 0.183933 [2020-11-12 15:06:01,763][root][INFO] - mean loss: 18.176242 [2020-11-12 15:06:01,763][root][INFO] - mean neg_ratio: 0.866089 [2020-11-12 15:06:01,763][root][INFO] - mean obj_acc: 0.964674 [2020-11-12 15:06:01,763][root][INFO] - mean objectness_loss: 0.085651 [2020-11-12 15:06:01,763][root][INFO] - mean pos_ratio: 0.030988 [2020-11-12 15:06:01,763][root][INFO] - mean sem_cls_loss: 1.761450 [2020-11-12 15:06:01,763][root][INFO] - mean size_cls_loss: 1.831532 [2020-11-12 15:06:01,763][root][INFO] - mean size_reg_loss: 0.044849 [2020-11-12 15:06:01,763][root][INFO] - mean vote_loss: 0.797427 [2020-11-12 15:06:53,592][root][INFO] - ---- batch: 030 ---- [2020-11-12 15:06:53,600][root][INFO] - mean box_loss: 0.745290 [2020-11-12 15:06:53,601][root][INFO] - mean center_loss: 0.128941 [2020-11-12 15:06:53,601][root][INFO] - mean heading_cls_loss: 2.380403 [2020-11-12 15:06:53,601][root][INFO] - mean heading_reg_loss: 0.172791 [2020-11-12 15:06:53,601][root][INFO] - mean loss: 17.593770 [2020-11-12 15:06:53,601][root][INFO] - mean neg_ratio: 0.837897 [2020-11-12 15:06:53,601][root][INFO] - mean obj_acc: 0.957008 [2020-11-12 15:06:53,601][root][INFO] - mean objectness_loss: 0.086724 [2020-11-12 15:06:53,601][root][INFO] - mean pos_ratio: 0.037585 [2020-11-12 15:06:53,601][root][INFO] - mean sem_cls_loss: 1.625766 [2020-11-12 15:06:53,601][root][INFO] - mean size_cls_loss: 1.647952 [2020-11-12 15:06:53,601][root][INFO] - mean size_reg_loss: 0.040723 [2020-11-12 15:06:53,601][root][INFO] - mean vote_loss: 0.808148 [2020-11-12 15:07:45,670][root][INFO] - ---- batch: 040 ---- [2020-11-12 15:07:45,680][root][INFO] - mean box_loss: 0.719541 [2020-11-12 15:07:45,680][root][INFO] - mean center_loss: 0.110267 [2020-11-12 15:07:45,680][root][INFO] - mean heading_cls_loss: 2.409723 [2020-11-12 15:07:45,680][root][INFO] - mean heading_reg_loss: 0.176836 [2020-11-12 15:07:45,680][root][INFO] - mean loss: 17.137836 [2020-11-12 15:07:45,680][root][INFO] - mean neg_ratio: 0.827551 [2020-11-12 15:07:45,680][root][INFO] - mean obj_acc: 0.952196 [2020-11-12 15:07:45,680][root][INFO] - mean objectness_loss: 0.092726 [2020-11-12 15:07:45,680][root][INFO] - mean pos_ratio: 0.041522 [2020-11-12 15:07:45,680][root][INFO] - mean sem_cls_loss: 1.481833 [2020-11-12 15:07:45,680][root][INFO] - mean size_cls_loss: 1.496282 [2020-11-12 15:07:45,680][root][INFO] - mean size_reg_loss: 0.041837 [2020-11-12 15:07:45,680][root][INFO] - mean vote_loss: 0.799697 [2020-11-12 15:08:38,640][root][INFO] - ---- batch: 050 ---- [2020-11-12 15:08:38,646][root][INFO] - mean box_loss: 0.704616 [2020-11-12 15:08:38,646][root][INFO] - mean center_loss: 0.109926 [2020-11-12 15:08:38,646][root][INFO] - mean heading_cls_loss: 2.391403 [2020-11-12 15:08:38,647][root][INFO] - mean heading_reg_loss: 0.178095 [2020-11-12 15:08:38,647][root][INFO] - mean loss: 16.572338 [2020-11-12 15:08:38,647][root][INFO] - mean neg_ratio: 0.828857 [2020-11-12 15:08:38,647][root][INFO] - mean obj_acc: 0.948482 [2020-11-12 15:08:38,647][root][INFO] - mean objectness_loss: 0.097000 [2020-11-12 15:08:38,647][root][INFO] - mean pos_ratio: 0.044958 [2020-11-12 15:08:38,647][root][INFO] - mean sem_cls_loss: 1.424761 [2020-11-12 15:08:38,647][root][INFO] - mean size_cls_loss: 1.431184 [2020-11-12 15:08:38,647][root][INFO] - mean size_reg_loss: 0.034336 [2020-11-12 15:08:38,647][root][INFO] - mean vote_loss: 0.761642 [2020-11-12 15:09:30,653][root][INFO] - ---- batch: 060 ---- [2020-11-12 15:09:30,660][root][INFO] - mean box_loss: 0.698730 [2020-11-12 15:09:30,660][root][INFO] - mean center_loss: 0.106314 [2020-11-12 15:09:30,660][root][INFO] - mean heading_cls_loss: 2.357990 [2020-11-12 15:09:30,660][root][INFO] - mean heading_reg_loss: 0.181420 [2020-11-12 15:09:30,660][root][INFO] - mean loss: 16.242905 [2020-11-12 15:09:30,660][root][INFO] - mean neg_ratio: 0.818353 [2020-11-12 15:09:30,660][root][INFO] - mean obj_acc: 0.941512 [2020-11-12 15:09:30,660][root][INFO] - mean objectness_loss: 0.100798 [2020-11-12 15:09:30,661][root][INFO] - mean pos_ratio: 0.050726 [2020-11-12 15:09:30,661][root][INFO] - mean sem_cls_loss: 1.406800 [2020-11-12 15:09:30,661][root][INFO] - mean size_cls_loss: 1.421130 [2020-11-12 15:09:30,661][root][INFO] - mean size_reg_loss: 0.033084 [2020-11-12 15:09:30,661][root][INFO] - mean vote_loss: 0.734482 [2020-11-12 15:10:22,630][root][INFO] - ---- batch: 070 ---- [2020-11-12 15:10:22,638][root][INFO] - mean box_loss: 0.690123 [2020-11-12 15:10:22,640][root][INFO] - mean center_loss: 0.105802 [2020-11-12 15:10:22,640][root][INFO] - mean heading_cls_loss: 2.349789 [2020-11-12 15:10:22,640][root][INFO] - mean heading_reg_loss: 0.166543 [2020-11-12 15:10:22,640][root][INFO] - mean loss: 15.654242 [2020-11-12 15:10:22,640][root][INFO] - mean neg_ratio: 0.815436 [2020-11-12 15:10:22,640][root][INFO] - mean obj_acc: 0.934628 [2020-11-12 15:10:22,640][root][INFO] - mean objectness_loss: 0.103669 [2020-11-12 15:10:22,640][root][INFO] - mean pos_ratio: 0.056885 [2020-11-12 15:10:22,640][root][INFO] - mean sem_cls_loss: 1.453317 [2020-11-12 15:10:22,640][root][INFO] - mean size_cls_loss: 1.461907 [2020-11-12 15:10:22,640][root][INFO] - mean size_reg_loss: 0.036607 [2020-11-12 15:10:22,640][root][INFO] - mean vote_loss: 0.678136 [2020-11-12 15:11:13,129][root][INFO] - ---- batch: 080 ---- [2020-11-12 15:11:13,140][root][INFO] - mean box_loss: 0.691926 [2020-11-12 15:11:13,141][root][INFO] - mean center_loss: 0.104241 [2020-11-12 15:11:13,142][root][INFO] - mean heading_cls_loss: 2.350101 [2020-11-12 15:11:13,142][root][INFO] - mean heading_reg_loss: 0.179332 [2020-11-12 15:11:13,142][root][INFO] - mean loss: 15.556883 [2020-11-12 15:11:13,142][root][INFO] - mean neg_ratio: 0.812335 [2020-11-12 15:11:13,142][root][INFO] - mean obj_acc: 0.932673 [2020-11-12 15:11:13,142][root][INFO] - mean objectness_loss: 0.104460 [2020-11-12 15:11:13,142][root][INFO] - mean pos_ratio: 0.058521 [2020-11-12 15:11:13,142][root][INFO] - mean sem_cls_loss: 1.351123 [2020-11-12 15:11:13,142][root][INFO] - mean size_cls_loss: 1.364779 [2020-11-12 15:11:13,142][root][INFO] - mean size_reg_loss: 0.036864 [2020-11-12 15:11:13,142][root][INFO] - mean vote_loss: 0.676420 [2020-11-12 15:11:26,491][root][INFO] - Eval batch: 0 [2020-11-12 15:11:28,317][root][INFO] - Eval batch: 10 [2020-11-12 15:11:30,162][root][INFO] - Eval batch: 20 [2020-11-12 15:11:32,146][root][INFO] - Eval batch: 30 [2020-11-12 15:11:34,040][root][INFO] - Eval batch: 40 [2020-11-12 15:11:35,975][root][INFO] - Eval batch: 50 [2020-11-12 15:11:37,776][root][INFO] - Eval batch: 60 [2020-11-12 15:11:39,617][root][INFO] - 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Eval batch: 4570 [2020-11-12 15:26:07,198][root][INFO] - Eval batch: 4580 [2020-11-12 15:26:09,087][root][INFO] - Eval batch: 4590 [2020-11-12 15:26:11,024][root][INFO] - Eval batch: 4600 [2020-11-12 15:26:12,949][root][INFO] - Eval batch: 4610 [2020-11-12 15:26:14,845][root][INFO] - Eval batch: 4620 [2020-11-12 15:26:16,759][root][INFO] - Eval batch: 4630 [2020-11-12 15:26:18,602][root][INFO] - Eval batch: 4640 [2020-11-12 15:26:20,670][root][INFO] - Eval batch: 4650 [2020-11-12 15:26:22,581][root][INFO] - Eval batch: 4660 [2020-11-12 15:26:24,441][root][INFO] - Eval batch: 4670 [2020-11-12 15:26:26,372][root][INFO] - Eval batch: 4680 [2020-11-12 15:26:28,292][root][INFO] - Eval batch: 4690 [2020-11-12 15:26:30,146][root][INFO] - Eval batch: 4700 [2020-11-12 15:26:32,006][root][INFO] - Eval batch: 4710 [2020-11-12 15:26:33,904][root][INFO] - Eval batch: 4720 [2020-11-12 15:26:35,896][root][INFO] - Eval batch: 4730 [2020-11-12 15:26:38,225][root][INFO] - Eval batch: 4740 [2020-11-12 15:26:40,130][root][INFO] - Eval batch: 4750 [2020-11-12 15:26:42,000][root][INFO] - Eval batch: 4760 [2020-11-12 15:26:43,884][root][INFO] - Eval batch: 4770 [2020-11-12 15:26:45,758][root][INFO] - Eval batch: 4780 [2020-11-12 15:26:47,664][root][INFO] - Eval batch: 4790 [2020-11-12 15:26:49,547][root][INFO] - Eval batch: 4800 [2020-11-12 15:26:51,524][root][INFO] - Eval batch: 4810 [2020-11-12 15:26:53,471][root][INFO] - Eval batch: 4820 [2020-11-12 15:26:55,280][root][INFO] - Eval batch: 4830 [2020-11-12 15:26:57,138][root][INFO] - Eval batch: 4840 [2020-11-12 15:26:59,103][root][INFO] - Eval batch: 4850 [2020-11-12 15:27:00,991][root][INFO] - Eval batch: 4860 [2020-11-12 15:27:02,876][root][INFO] - Eval batch: 4870 [2020-11-12 15:27:04,993][root][INFO] - Eval batch: 4880 [2020-11-12 15:27:06,937][root][INFO] - Eval batch: 4890 [2020-11-12 15:27:08,842][root][INFO] - Eval batch: 4900 [2020-11-12 15:27:10,787][root][INFO] - Eval batch: 4910 [2020-11-12 15:27:12,738][root][INFO] - Eval batch: 4920 [2020-11-12 15:27:14,615][root][INFO] - Eval batch: 4930 [2020-11-12 15:27:16,517][root][INFO] - Eval batch: 4940 [2020-11-12 15:27:18,532][root][INFO] - Eval batch: 4950 [2020-11-12 15:27:20,527][root][INFO] - Eval batch: 4960 [2020-11-12 15:27:22,522][root][INFO] - Eval batch: 4970 [2020-11-12 15:27:24,390][root][INFO] - Eval batch: 4980 [2020-11-12 15:27:26,357][root][INFO] - Eval batch: 4990 [2020-11-12 15:27:28,226][root][INFO] - Eval batch: 5000 [2020-11-12 15:27:30,075][root][INFO] - Eval batch: 5010 [2020-11-12 15:27:32,052][root][INFO] - Eval batch: 5020 [2020-11-12 15:27:33,996][root][INFO] - Eval batch: 5030 [2020-11-12 15:27:35,905][root][INFO] - Eval batch: 5040 [2020-11-12 15:27:37,970][root][INFO] - eval mean box_loss: 0.552206 [2020-11-12 15:27:37,971][root][INFO] - eval mean center_loss: 0.081339 [2020-11-12 15:27:37,972][root][INFO] - eval mean heading_cls_loss: 1.841668 [2020-11-12 15:27:37,972][root][INFO] - eval mean heading_reg_loss: 0.126960 [2020-11-12 15:27:37,973][root][INFO] - eval mean loss: 12.046658 [2020-11-12 15:27:37,973][root][INFO] - eval mean neg_ratio: 0.770531 [2020-11-12 15:27:37,973][root][INFO] - eval mean obj_acc: 0.887499 [2020-11-12 15:27:37,974][root][INFO] - eval mean objectness_loss: 0.140460 [2020-11-12 15:27:37,974][root][INFO] - eval mean pos_ratio: 0.076991 [2020-11-12 15:27:37,975][root][INFO] - eval mean sem_cls_loss: 1.285461 [2020-11-12 15:27:37,975][root][INFO] - eval mean size_cls_loss: 1.278631 [2020-11-12 15:27:37,976][root][INFO] - eval mean size_reg_loss: 0.031878 [2020-11-12 15:27:37,976][root][INFO] - eval mean vote_loss: 0.453683 [2020-11-12 15:30:00,140][root][INFO] - eval bed Average Precision: 0.000000 [2020-11-12 15:30:00,144][root][INFO] - eval table Average Precision: 0.000003 [2020-11-12 15:30:00,144][root][INFO] - eval sofa Average Precision: 0.000000 [2020-11-12 15:30:00,144][root][INFO] - eval chair Average Precision: 0.006146 [2020-11-12 15:30:00,144][root][INFO] - eval toilet Average Precision: 0.000129 [2020-11-12 15:30:00,144][root][INFO] - eval desk Average Precision: 0.000017 [2020-11-12 15:30:00,144][root][INFO] - eval dresser Average Precision: 0.000000 [2020-11-12 15:30:00,144][root][INFO] - eval night_stand Average Precision: 0.000007 [2020-11-12 15:30:00,144][root][INFO] - eval bookshelf Average Precision: 0.000000 [2020-11-12 15:30:00,144][root][INFO] - eval bathtub Average Precision: 0.000000 [2020-11-12 15:30:00,144][root][INFO] - eval mAP: 0.000630 [2020-11-12 15:30:00,144][root][INFO] - eval bed Recall: 0.000000 [2020-11-12 15:30:00,144][root][INFO] - eval table Recall: 0.008180 [2020-11-12 15:30:00,144][root][INFO] - eval sofa Recall: 0.000000 [2020-11-12 15:30:00,144][root][INFO] - eval chair Recall: 0.174917 [2020-11-12 15:30:00,144][root][INFO] - eval toilet Recall: 0.112583 [2020-11-12 15:30:00,145][root][INFO] - eval desk Recall: 0.027054 [2020-11-12 15:30:00,145][root][INFO] - eval dresser Recall: 0.004630 [2020-11-12 15:30:00,145][root][INFO] - eval night_stand Recall: 0.059055 [2020-11-12 15:30:00,145][root][INFO] - eval bookshelf Recall: 0.000000 [2020-11-12 15:30:00,145][root][INFO] - eval bathtub Recall: 0.000000 [2020-11-12 15:30:00,145][root][INFO] - eval AR: 0.038642 [2020-11-12 15:30:00,146][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-12 15:30:02,061][root][INFO] - **** EPOCH 001 **** [2020-11-12 15:30:02,062][root][INFO] - Current learning rate: 0.001000 [2020-11-12 15:30:02,062][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-12 15:30:02,062][root][INFO] - 2020-11-12 15:30:02.062560 [2020-11-12 15:31:00,517][root][INFO] - ---- batch: 010 ---- [2020-11-12 15:31:00,525][root][INFO] - mean box_loss: 0.663822 [2020-11-12 15:31:00,525][root][INFO] - mean center_loss: 0.091907 [2020-11-12 15:31:00,525][root][INFO] - mean heading_cls_loss: 2.402091 [2020-11-12 15:31:00,525][root][INFO] - mean heading_reg_loss: 0.168776 [2020-11-12 15:31:00,525][root][INFO] - mean loss: 14.594256 [2020-11-12 15:31:00,525][root][INFO] - mean neg_ratio: 0.791895 [2020-11-12 15:31:00,525][root][INFO] - mean obj_acc: 0.915666 [2020-11-12 15:31:00,525][root][INFO] - mean objectness_loss: 0.111877 [2020-11-12 15:31:00,526][root][INFO] - mean pos_ratio: 0.071619 [2020-11-12 15:31:00,526][root][INFO] - mean sem_cls_loss: 1.269875 [2020-11-12 15:31:00,526][root][INFO] - mean size_cls_loss: 1.277466 [2020-11-12 15:31:00,526][root][INFO] - mean size_reg_loss: 0.035183 [2020-11-12 15:31:00,526][root][INFO] - mean vote_loss: 0.612678 [2020-11-12 15:31:53,044][root][INFO] - ---- batch: 020 ---- [2020-11-12 15:31:53,054][root][INFO] - mean box_loss: 0.647010 [2020-11-12 15:31:53,054][root][INFO] - mean center_loss: 0.089030 [2020-11-12 15:31:53,054][root][INFO] - mean heading_cls_loss: 2.367279 [2020-11-12 15:31:53,054][root][INFO] - mean heading_reg_loss: 0.152935 [2020-11-12 15:31:53,054][root][INFO] - mean loss: 14.384663 [2020-11-12 15:31:53,055][root][INFO] - mean neg_ratio: 0.804260 [2020-11-12 15:31:53,055][root][INFO] - mean obj_acc: 0.902276 [2020-11-12 15:31:53,055][root][INFO] - mean objectness_loss: 0.104724 [2020-11-12 15:31:53,055][root][INFO] - mean pos_ratio: 0.068164 [2020-11-12 15:31:53,055][root][INFO] - mean sem_cls_loss: 1.362603 [2020-11-12 15:31:53,055][root][INFO] - mean size_cls_loss: 1.355943 [2020-11-12 15:31:53,055][root][INFO] - mean size_reg_loss: 0.032723 [2020-11-12 15:31:53,055][root][INFO] - mean vote_loss: 0.602834 [2020-11-12 15:32:45,042][root][INFO] - ---- batch: 030 ---- [2020-11-12 15:32:45,049][root][INFO] - mean box_loss: 0.675047 [2020-11-12 15:32:45,049][root][INFO] - mean center_loss: 0.093003 [2020-11-12 15:32:45,049][root][INFO] - mean heading_cls_loss: 2.318236 [2020-11-12 15:32:45,049][root][INFO] - mean heading_reg_loss: 0.175713 [2020-11-12 15:32:45,049][root][INFO] - mean loss: 14.362803 [2020-11-12 15:32:45,049][root][INFO] - mean neg_ratio: 0.799811 [2020-11-12 15:32:45,049][root][INFO] - mean obj_acc: 0.898775 [2020-11-12 15:32:45,049][root][INFO] - mean objectness_loss: 0.104154 [2020-11-12 15:32:45,049][root][INFO] - mean pos_ratio: 0.070868 [2020-11-12 15:32:45,049][root][INFO] - mean sem_cls_loss: 1.410200 [2020-11-12 15:32:45,049][root][INFO] - mean size_cls_loss: 1.413047 [2020-11-12 15:32:45,049][root][INFO] - mean size_reg_loss: 0.033203 [2020-11-12 15:32:45,049][root][INFO] - mean vote_loss: 0.568136 [2020-11-12 15:33:37,744][root][INFO] - ---- batch: 040 ---- [2020-11-12 15:33:37,750][root][INFO] - mean box_loss: 0.660391 [2020-11-12 15:33:37,751][root][INFO] - mean center_loss: 0.084489 [2020-11-12 15:33:37,751][root][INFO] - mean heading_cls_loss: 2.285954 [2020-11-12 15:33:37,751][root][INFO] - mean heading_reg_loss: 0.176611 [2020-11-12 15:33:37,751][root][INFO] - mean loss: 14.322686 [2020-11-12 15:33:37,751][root][INFO] - mean neg_ratio: 0.799756 [2020-11-12 15:33:37,751][root][INFO] - mean obj_acc: 0.899856 [2020-11-12 15:33:37,751][root][INFO] - mean objectness_loss: 0.100544 [2020-11-12 15:33:37,751][root][INFO] - mean pos_ratio: 0.071515 [2020-11-12 15:33:37,751][root][INFO] - mean sem_cls_loss: 1.371757 [2020-11-12 15:33:37,751][root][INFO] - mean size_cls_loss: 1.368725 [2020-11-12 15:33:37,751][root][INFO] - mean size_reg_loss: 0.033823 [2020-11-12 15:33:37,751][root][INFO] - mean vote_loss: 0.584430 [2020-11-12 15:34:28,954][root][INFO] - ---- batch: 050 ---- [2020-11-12 15:34:28,961][root][INFO] - mean box_loss: 0.648312 [2020-11-12 15:34:28,963][root][INFO] - mean center_loss: 0.079149 [2020-11-12 15:34:28,963][root][INFO] - mean heading_cls_loss: 2.301287 [2020-11-12 15:34:28,963][root][INFO] - mean heading_reg_loss: 0.168940 [2020-11-12 15:34:28,963][root][INFO] - mean loss: 14.036647 [2020-11-12 15:34:28,963][root][INFO] - mean neg_ratio: 0.799359 [2020-11-12 15:34:28,963][root][INFO] - mean obj_acc: 0.889072 [2020-11-12 15:34:28,963][root][INFO] - mean objectness_loss: 0.098115 [2020-11-12 15:34:28,963][root][INFO] - mean pos_ratio: 0.070801 [2020-11-12 15:34:28,963][root][INFO] - mean sem_cls_loss: 1.353576 [2020-11-12 15:34:28,963][root][INFO] - mean size_cls_loss: 1.366644 [2020-11-12 15:34:28,963][root][INFO] - mean size_reg_loss: 0.033430 [2020-11-12 15:34:28,963][root][INFO] - mean vote_loss: 0.570938 [2020-11-12 15:35:20,455][root][INFO] - ---- batch: 060 ---- [2020-11-12 15:35:20,463][root][INFO] - mean box_loss: 0.627626 [2020-11-12 15:35:20,464][root][INFO] - mean center_loss: 0.080640 [2020-11-12 15:35:20,465][root][INFO] - mean heading_cls_loss: 2.266474 [2020-11-12 15:35:20,465][root][INFO] - mean heading_reg_loss: 0.169844 [2020-11-12 15:35:20,465][root][INFO] - mean loss: 13.301844 [2020-11-12 15:35:20,465][root][INFO] - mean neg_ratio: 0.785663 [2020-11-12 15:35:20,465][root][INFO] - mean obj_acc: 0.881874 [2020-11-12 15:35:20,465][root][INFO] - mean objectness_loss: 0.098186 [2020-11-12 15:35:20,465][root][INFO] - mean pos_ratio: 0.078027 [2020-11-12 15:35:20,465][root][INFO] - mean sem_cls_loss: 1.152334 [2020-11-12 15:35:20,465][root][INFO] - mean size_cls_loss: 1.163432 [2020-11-12 15:35:20,465][root][INFO] - mean size_reg_loss: 0.034151 [2020-11-12 15:35:20,465][root][INFO] - mean vote_loss: 0.538233 [2020-11-12 15:36:13,543][root][INFO] - ---- batch: 070 ---- [2020-11-12 15:36:13,550][root][INFO] - mean box_loss: 0.639879 [2020-11-12 15:36:13,551][root][INFO] - mean center_loss: 0.092836 [2020-11-12 15:36:13,552][root][INFO] - mean heading_cls_loss: 2.274677 [2020-11-12 15:36:13,552][root][INFO] - mean heading_reg_loss: 0.160479 [2020-11-12 15:36:13,552][root][INFO] - mean loss: 13.688350 [2020-11-12 15:36:13,552][root][INFO] - mean neg_ratio: 0.798749 [2020-11-12 15:36:13,552][root][INFO] - mean obj_acc: 0.868696 [2020-11-12 15:36:13,552][root][INFO] - mean objectness_loss: 0.092187 [2020-11-12 15:36:13,552][root][INFO] - mean pos_ratio: 0.073511 [2020-11-12 15:36:13,552][root][INFO] - mean sem_cls_loss: 1.201905 [2020-11-12 15:36:13,552][root][INFO] - mean size_cls_loss: 1.215327 [2020-11-12 15:36:13,552][root][INFO] - mean size_reg_loss: 0.037563 [2020-11-12 15:36:13,552][root][INFO] - mean vote_loss: 0.562672 [2020-11-12 15:37:03,983][root][INFO] - ---- batch: 080 ---- [2020-11-12 15:37:03,993][root][INFO] - mean box_loss: 0.672585 [2020-11-12 15:37:03,995][root][INFO] - mean center_loss: 0.116792 [2020-11-12 15:37:03,995][root][INFO] - mean heading_cls_loss: 2.233095 [2020-11-12 15:37:03,996][root][INFO] - mean heading_reg_loss: 0.165077 [2020-11-12 15:37:03,996][root][INFO] - mean loss: 13.798737 [2020-11-12 15:37:03,996][root][INFO] - mean neg_ratio: 0.770850 [2020-11-12 15:37:03,996][root][INFO] - mean obj_acc: 0.865811 [2020-11-12 15:37:03,996][root][INFO] - mean objectness_loss: 0.100061 [2020-11-12 15:37:03,996][root][INFO] - mean pos_ratio: 0.085211 [2020-11-12 15:37:03,996][root][INFO] - mean sem_cls_loss: 1.282789 [2020-11-12 15:37:03,996][root][INFO] - mean size_cls_loss: 1.301207 [2020-11-12 15:37:03,996][root][INFO] - mean size_reg_loss: 0.037286 [2020-11-12 15:37:03,996][root][INFO] - mean vote_loss: 0.528979 [2020-11-12 15:37:18,467][root][INFO] - **** EPOCH 002 **** [2020-11-12 15:37:18,469][root][INFO] - Current learning rate: 0.001000 [2020-11-12 15:37:18,469][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-12 15:37:18,470][root][INFO] - 2020-11-12 15:37:18.469992 [2020-11-12 15:38:16,894][root][INFO] - ---- batch: 010 ---- [2020-11-12 15:38:16,901][root][INFO] - mean box_loss: 0.620185 [2020-11-12 15:38:16,901][root][INFO] - mean center_loss: 0.087330 [2020-11-12 15:38:16,901][root][INFO] - mean heading_cls_loss: 2.179158 [2020-11-12 15:38:16,901][root][INFO] - mean heading_reg_loss: 0.162789 [2020-11-12 15:38:16,901][root][INFO] - mean loss: 13.119353 [2020-11-12 15:38:16,901][root][INFO] - mean neg_ratio: 0.772583 [2020-11-12 15:38:16,902][root][INFO] - mean obj_acc: 0.851198 [2020-11-12 15:38:16,902][root][INFO] - mean objectness_loss: 0.098137 [2020-11-12 15:38:16,902][root][INFO] - mean pos_ratio: 0.086578 [2020-11-12 15:38:16,902][root][INFO] - mean sem_cls_loss: 1.165142 [2020-11-12 15:38:16,902][root][INFO] - mean size_cls_loss: 1.166077 [2020-11-12 15:38:16,902][root][INFO] - mean size_reg_loss: 0.035541 [2020-11-12 15:38:16,902][root][INFO] - mean vote_loss: 0.526167 [2020-11-12 15:39:08,679][root][INFO] - ---- batch: 020 ---- [2020-11-12 15:39:08,687][root][INFO] - mean box_loss: 0.605699 [2020-11-12 15:39:08,688][root][INFO] - mean center_loss: 0.083329 [2020-11-12 15:39:08,688][root][INFO] - mean heading_cls_loss: 2.170898 [2020-11-12 15:39:08,688][root][INFO] - mean heading_reg_loss: 0.153113 [2020-11-12 15:39:08,688][root][INFO] - mean loss: 12.854167 [2020-11-12 15:39:08,688][root][INFO] - mean neg_ratio: 0.793860 [2020-11-12 15:39:08,688][root][INFO] - mean obj_acc: 0.854952 [2020-11-12 15:39:08,688][root][INFO] - mean objectness_loss: 0.091133 [2020-11-12 15:39:08,688][root][INFO] - mean pos_ratio: 0.074695 [2020-11-12 15:39:08,688][root][INFO] - mean sem_cls_loss: 1.186950 [2020-11-12 15:39:08,688][root][INFO] - mean size_cls_loss: 1.192484 [2020-11-12 15:39:08,688][root][INFO] - mean size_reg_loss: 0.032919 [2020-11-12 15:39:08,688][root][INFO] - mean vote_loss: 0.515456 [2020-11-12 15:40:01,982][root][INFO] - ---- batch: 030 ---- [2020-11-12 15:40:01,997][root][INFO] - mean box_loss: 0.597260 [2020-11-12 15:40:01,997][root][INFO] - mean center_loss: 0.086541 [2020-11-12 15:40:01,997][root][INFO] - mean heading_cls_loss: 2.142209 [2020-11-12 15:40:01,997][root][INFO] - mean heading_reg_loss: 0.146761 [2020-11-12 15:40:01,997][root][INFO] - mean loss: 12.775683 [2020-11-12 15:40:01,997][root][INFO] - mean neg_ratio: 0.778149 [2020-11-12 15:40:01,997][root][INFO] - mean obj_acc: 0.871581 [2020-11-12 15:40:01,998][root][INFO] - mean objectness_loss: 0.093158 [2020-11-12 15:40:01,998][root][INFO] - mean pos_ratio: 0.083173 [2020-11-12 15:40:01,998][root][INFO] - mean sem_cls_loss: 1.170396 [2020-11-12 15:40:01,998][root][INFO] - mean size_cls_loss: 1.166827 [2020-11-12 15:40:01,998][root][INFO] - mean size_reg_loss: 0.033054 [2020-11-12 15:40:01,998][root][INFO] - mean vote_loss: 0.516690 [2020-11-12 15:40:52,916][root][INFO] - ---- batch: 040 ---- [2020-11-12 15:40:52,924][root][INFO] - mean box_loss: 0.598353 [2020-11-12 15:40:52,925][root][INFO] - mean center_loss: 0.079544 [2020-11-12 15:40:52,925][root][INFO] - mean heading_cls_loss: 2.183303 [2020-11-12 15:40:52,925][root][INFO] - mean heading_reg_loss: 0.154851 [2020-11-12 15:40:52,925][root][INFO] - mean loss: 12.575056 [2020-11-12 15:40:52,925][root][INFO] - mean neg_ratio: 0.771033 [2020-11-12 15:40:52,925][root][INFO] - mean obj_acc: 0.870606 [2020-11-12 15:40:52,926][root][INFO] - mean objectness_loss: 0.089714 [2020-11-12 15:40:52,926][root][INFO] - mean pos_ratio: 0.084375 [2020-11-12 15:40:52,926][root][INFO] - mean sem_cls_loss: 1.087627 [2020-11-12 15:40:52,926][root][INFO] - mean size_cls_loss: 1.087314 [2020-11-12 15:40:52,926][root][INFO] - mean size_reg_loss: 0.036897 [2020-11-12 15:40:52,926][root][INFO] - mean vote_loss: 0.505533 [2020-11-12 15:41:45,686][root][INFO] - ---- batch: 050 ---- [2020-11-12 15:41:45,747][root][INFO] - mean box_loss: 0.614708 [2020-11-12 15:41:45,748][root][INFO] - mean center_loss: 0.109235 [2020-11-12 15:41:45,748][root][INFO] - mean heading_cls_loss: 2.139500 [2020-11-12 15:41:45,748][root][INFO] - mean heading_reg_loss: 0.164499 [2020-11-12 15:41:45,748][root][INFO] - mean loss: 12.358197 [2020-11-12 15:41:45,748][root][INFO] - mean neg_ratio: 0.781537 [2020-11-12 15:41:45,748][root][INFO] - mean obj_acc: 0.867186 [2020-11-12 15:41:45,748][root][INFO] - mean objectness_loss: 0.085219 [2020-11-12 15:41:45,748][root][INFO] - mean pos_ratio: 0.084393 [2020-11-12 15:41:45,748][root][INFO] - mean sem_cls_loss: 0.909826 [2020-11-12 15:41:45,748][root][INFO] - mean size_cls_loss: 0.919313 [2020-11-12 15:41:45,748][root][INFO] - mean size_reg_loss: 0.035093 [2020-11-12 15:41:45,748][root][INFO] - mean vote_loss: 0.487520 [2020-11-12 15:42:39,641][root][INFO] - ---- batch: 060 ---- [2020-11-12 15:42:39,648][root][INFO] - mean box_loss: 0.584118 [2020-11-12 15:42:39,649][root][INFO] - mean center_loss: 0.078628 [2020-11-12 15:42:39,649][root][INFO] - mean heading_cls_loss: 2.176701 [2020-11-12 15:42:39,649][root][INFO] - mean heading_reg_loss: 0.160483 [2020-11-12 15:42:39,649][root][INFO] - mean loss: 12.324153 [2020-11-12 15:42:39,649][root][INFO] - mean neg_ratio: 0.793939 [2020-11-12 15:42:39,649][root][INFO] - mean obj_acc: 0.880765 [2020-11-12 15:42:39,650][root][INFO] - mean objectness_loss: 0.083047 [2020-11-12 15:42:39,650][root][INFO] - mean pos_ratio: 0.076733 [2020-11-12 15:42:39,650][root][INFO] - mean sem_cls_loss: 0.934431 [2020-11-12 15:42:39,650][root][INFO] - mean size_cls_loss: 0.940665 [2020-11-12 15:42:39,650][root][INFO] - mean size_reg_loss: 0.033269 [2020-11-12 15:42:39,650][root][INFO] - mean vote_loss: 0.513331 [2020-11-12 15:43:30,810][root][INFO] - ---- batch: 070 ---- [2020-11-12 15:43:30,818][root][INFO] - mean box_loss: 0.597845 [2020-11-12 15:43:30,819][root][INFO] - mean center_loss: 0.088769 [2020-11-12 15:43:30,820][root][INFO] - mean heading_cls_loss: 2.058981 [2020-11-12 15:43:30,820][root][INFO] - mean heading_reg_loss: 0.171941 [2020-11-12 15:43:30,820][root][INFO] - mean loss: 12.369587 [2020-11-12 15:43:30,820][root][INFO] - mean neg_ratio: 0.776550 [2020-11-12 15:43:30,820][root][INFO] - mean obj_acc: 0.888492 [2020-11-12 15:43:30,820][root][INFO] - mean objectness_loss: 0.087150 [2020-11-12 15:43:30,820][root][INFO] - mean pos_ratio: 0.080640 [2020-11-12 15:43:30,820][root][INFO] - mean sem_cls_loss: 0.990811 [2020-11-12 15:43:30,820][root][INFO] - mean size_cls_loss: 0.984920 [2020-11-12 15:43:30,820][root][INFO] - mean size_reg_loss: 0.032744 [2020-11-12 15:43:30,820][root][INFO] - mean vote_loss: 0.496458 [2020-11-12 15:44:19,670][root][INFO] - ---- batch: 080 ---- [2020-11-12 15:44:19,680][root][INFO] - mean box_loss: 0.578201 [2020-11-12 15:44:19,681][root][INFO] - mean center_loss: 0.077414 [2020-11-12 15:44:19,681][root][INFO] - mean heading_cls_loss: 2.113493 [2020-11-12 15:44:19,681][root][INFO] - mean heading_reg_loss: 0.163935 [2020-11-12 15:44:19,682][root][INFO] - mean loss: 12.108221 [2020-11-12 15:44:19,682][root][INFO] - mean neg_ratio: 0.778821 [2020-11-12 15:44:19,682][root][INFO] - mean obj_acc: 0.886249 [2020-11-12 15:44:19,682][root][INFO] - mean objectness_loss: 0.083895 [2020-11-12 15:44:19,682][root][INFO] - mean pos_ratio: 0.087091 [2020-11-12 15:44:19,682][root][INFO] - mean sem_cls_loss: 0.932272 [2020-11-12 15:44:19,682][root][INFO] - mean size_cls_loss: 0.927797 [2020-11-12 15:44:19,682][root][INFO] - mean size_reg_loss: 0.032723 [2020-11-12 15:44:19,682][root][INFO] - mean vote_loss: 0.497446 [2020-11-12 15:44:34,348][root][INFO] - **** EPOCH 003 **** [2020-11-12 15:44:34,351][root][INFO] - Current learning rate: 0.001000 [2020-11-12 15:44:34,351][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-12 15:44:34,352][root][INFO] - 2020-11-12 15:44:34.352020 [2020-11-12 15:45:31,971][root][INFO] - ---- batch: 010 ---- [2020-11-12 15:45:31,981][root][INFO] - mean box_loss: 0.567394 [2020-11-12 15:45:31,981][root][INFO] - mean center_loss: 0.089818 [2020-11-12 15:45:31,981][root][INFO] - mean heading_cls_loss: 2.037727 [2020-11-12 15:45:31,981][root][INFO] - mean heading_reg_loss: 0.150654 [2020-11-12 15:45:31,981][root][INFO] - mean loss: 11.682551 [2020-11-12 15:45:31,981][root][INFO] - mean neg_ratio: 0.787292 [2020-11-12 15:45:31,981][root][INFO] - mean obj_acc: 0.895239 [2020-11-12 15:45:31,981][root][INFO] - mean objectness_loss: 0.077689 [2020-11-12 15:45:31,981][root][INFO] - mean pos_ratio: 0.079919 [2020-11-12 15:45:31,981][root][INFO] - mean sem_cls_loss: 0.889831 [2020-11-12 15:45:31,982][root][INFO] - mean size_cls_loss: 0.886624 [2020-11-12 15:45:31,982][root][INFO] - mean size_reg_loss: 0.034487 [2020-11-12 15:45:31,982][root][INFO] - mean vote_loss: 0.473034 [2020-11-12 15:46:24,203][root][INFO] - ---- batch: 020 ---- [2020-11-12 15:46:24,209][root][INFO] - mean box_loss: 0.560394 [2020-11-12 15:46:24,210][root][INFO] - mean center_loss: 0.077441 [2020-11-12 15:46:24,210][root][INFO] - mean heading_cls_loss: 2.034091 [2020-11-12 15:46:24,210][root][INFO] - mean heading_reg_loss: 0.147772 [2020-11-12 15:46:24,210][root][INFO] - mean loss: 11.878657 [2020-11-12 15:46:24,210][root][INFO] - mean neg_ratio: 0.775854 [2020-11-12 15:46:24,210][root][INFO] - mean obj_acc: 0.884305 [2020-11-12 15:46:24,210][root][INFO] - mean objectness_loss: 0.083815 [2020-11-12 15:46:24,210][root][INFO] - mean pos_ratio: 0.085529 [2020-11-12 15:46:24,210][root][INFO] - mean sem_cls_loss: 0.971321 [2020-11-12 15:46:24,210][root][INFO] - mean size_cls_loss: 0.973643 [2020-11-12 15:46:24,210][root][INFO] - mean size_reg_loss: 0.034407 [2020-11-12 15:46:24,210][root][INFO] - mean vote_loss: 0.488432 [2020-11-12 15:47:17,195][root][INFO] - ---- batch: 030 ---- [2020-11-12 15:47:17,201][root][INFO] - mean box_loss: 0.574687 [2020-11-12 15:47:17,202][root][INFO] - mean center_loss: 0.105208 [2020-11-12 15:47:17,202][root][INFO] - mean heading_cls_loss: 1.994753 [2020-11-12 15:47:17,202][root][INFO] - mean heading_reg_loss: 0.153225 [2020-11-12 15:47:17,202][root][INFO] - mean loss: 11.900322 [2020-11-12 15:47:17,202][root][INFO] - mean neg_ratio: 0.778809 [2020-11-12 15:47:17,202][root][INFO] - mean obj_acc: 0.889988 [2020-11-12 15:47:17,202][root][INFO] - mean objectness_loss: 0.078572 [2020-11-12 15:47:17,202][root][INFO] - mean pos_ratio: 0.087915 [2020-11-12 15:47:17,202][root][INFO] - mean sem_cls_loss: 0.834740 [2020-11-12 15:47:17,202][root][INFO] - mean size_cls_loss: 0.832501 [2020-11-12 15:47:17,202][root][INFO] - mean size_reg_loss: 0.033529 [2020-11-12 15:47:17,202][root][INFO] - mean vote_loss: 0.492585 [2020-11-12 15:48:08,681][root][INFO] - ---- batch: 040 ---- [2020-11-12 15:48:08,689][root][INFO] - mean box_loss: 0.558907 [2020-11-12 15:48:08,690][root][INFO] - mean center_loss: 0.076204 [2020-11-12 15:48:08,690][root][INFO] - mean heading_cls_loss: 1.979585 [2020-11-12 15:48:08,690][root][INFO] - mean heading_reg_loss: 0.161120 [2020-11-12 15:48:08,690][root][INFO] - mean loss: 11.546679 [2020-11-12 15:48:08,690][root][INFO] - mean neg_ratio: 0.750970 [2020-11-12 15:48:08,690][root][INFO] - mean obj_acc: 0.892081 [2020-11-12 15:48:08,690][root][INFO] - mean objectness_loss: 0.089885 [2020-11-12 15:48:08,690][root][INFO] - mean pos_ratio: 0.100403 [2020-11-12 15:48:08,690][root][INFO] - mean sem_cls_loss: 0.916222 [2020-11-12 15:48:08,690][root][INFO] - mean size_cls_loss: 0.915812 [2020-11-12 15:48:08,690][root][INFO] - mean size_reg_loss: 0.032043 [2020-11-12 15:48:08,690][root][INFO] - mean vote_loss: 0.459196 [2020-11-12 15:49:01,678][root][INFO] - ---- batch: 050 ---- [2020-11-12 15:49:01,685][root][INFO] - mean box_loss: 0.566319 [2020-11-12 15:49:01,685][root][INFO] - mean center_loss: 0.087429 [2020-11-12 15:49:01,685][root][INFO] - mean heading_cls_loss: 1.992420 [2020-11-12 15:49:01,686][root][INFO] - mean heading_reg_loss: 0.157603 [2020-11-12 15:49:01,686][root][INFO] - mean loss: 11.680267 [2020-11-12 15:49:01,686][root][INFO] - mean neg_ratio: 0.764026 [2020-11-12 15:49:01,686][root][INFO] - mean obj_acc: 0.890573 [2020-11-12 15:49:01,686][root][INFO] - mean objectness_loss: 0.081264 [2020-11-12 15:49:01,686][root][INFO] - mean pos_ratio: 0.087909 [2020-11-12 15:49:01,686][root][INFO] - mean sem_cls_loss: 0.862106 [2020-11-12 15:49:01,686][root][INFO] - mean size_cls_loss: 0.859963 [2020-11-12 15:49:01,686][root][INFO] - mean size_reg_loss: 0.036048 [2020-11-12 15:49:01,686][root][INFO] - mean vote_loss: 0.474865 [2020-11-12 15:49:55,083][root][INFO] - ---- batch: 060 ---- [2020-11-12 15:49:55,090][root][INFO] - mean box_loss: 0.533995 [2020-11-12 15:49:55,091][root][INFO] - mean center_loss: 0.070673 [2020-11-12 15:49:55,091][root][INFO] - mean heading_cls_loss: 1.913959 [2020-11-12 15:49:55,091][root][INFO] - mean heading_reg_loss: 0.147591 [2020-11-12 15:49:55,091][root][INFO] - mean loss: 11.220728 [2020-11-12 15:49:55,091][root][INFO] - mean neg_ratio: 0.762195 [2020-11-12 15:49:55,091][root][INFO] - mean obj_acc: 0.889631 [2020-11-12 15:49:55,091][root][INFO] - mean objectness_loss: 0.079540 [2020-11-12 15:49:55,091][root][INFO] - mean pos_ratio: 0.091583 [2020-11-12 15:49:55,091][root][INFO] - mean sem_cls_loss: 0.904512 [2020-11-12 15:49:55,092][root][INFO] - mean size_cls_loss: 0.903853 [2020-11-12 15:49:55,092][root][INFO] - mean size_reg_loss: 0.033951 [2020-11-12 15:49:55,092][root][INFO] - mean vote_loss: 0.457856 [2020-11-12 15:50:45,991][root][INFO] - ---- batch: 070 ---- [2020-11-12 15:50:45,998][root][INFO] - mean box_loss: 0.546411 [2020-11-12 15:50:45,999][root][INFO] - mean center_loss: 0.076415 [2020-11-12 15:50:45,999][root][INFO] - mean heading_cls_loss: 1.926358 [2020-11-12 15:50:45,999][root][INFO] - mean heading_reg_loss: 0.157808 [2020-11-12 15:50:45,999][root][INFO] - mean loss: 11.471654 [2020-11-12 15:50:45,999][root][INFO] - mean neg_ratio: 0.760693 [2020-11-12 15:50:45,999][root][INFO] - mean obj_acc: 0.887724 [2020-11-12 15:50:45,999][root][INFO] - mean objectness_loss: 0.086237 [2020-11-12 15:50:45,999][root][INFO] - mean pos_ratio: 0.092365 [2020-11-12 15:50:45,999][root][INFO] - mean sem_cls_loss: 0.834076 [2020-11-12 15:50:46,000][root][INFO] - mean size_cls_loss: 0.837146 [2020-11-12 15:50:46,000][root][INFO] - mean size_reg_loss: 0.035837 [2020-11-12 15:50:46,000][root][INFO] - mean vote_loss: 0.474228 [2020-11-12 15:51:36,655][root][INFO] - ---- batch: 080 ---- [2020-11-12 15:51:36,664][root][INFO] - mean box_loss: 0.524275 [2020-11-12 15:51:36,664][root][INFO] - mean center_loss: 0.076475 [2020-11-12 15:51:36,665][root][INFO] - mean heading_cls_loss: 1.886879 [2020-11-12 15:51:36,665][root][INFO] - mean heading_reg_loss: 0.141864 [2020-11-12 15:51:36,665][root][INFO] - mean loss: 11.073681 [2020-11-12 15:51:36,665][root][INFO] - mean neg_ratio: 0.780408 [2020-11-12 15:51:36,665][root][INFO] - mean obj_acc: 0.892571 [2020-11-12 15:51:36,665][root][INFO] - mean objectness_loss: 0.081589 [2020-11-12 15:51:36,665][root][INFO] - mean pos_ratio: 0.084485 [2020-11-12 15:51:36,665][root][INFO] - mean sem_cls_loss: 0.826902 [2020-11-12 15:51:36,665][root][INFO] - mean size_cls_loss: 0.823186 [2020-11-12 15:51:36,666][root][INFO] - mean size_reg_loss: 0.034930 [2020-11-12 15:51:36,666][root][INFO] - mean vote_loss: 0.459608 [2020-11-12 15:51:50,931][root][INFO] - **** EPOCH 004 **** [2020-11-12 15:51:50,936][root][INFO] - Current learning rate: 0.001000 [2020-11-12 15:51:50,937][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-12 15:51:50,937][root][INFO] - 2020-11-12 15:51:50.937120 [2020-11-12 15:52:50,744][root][INFO] - ---- batch: 010 ---- [2020-11-12 15:52:50,765][root][INFO] - mean box_loss: 0.537955 [2020-11-12 15:52:50,765][root][INFO] - mean center_loss: 0.079334 [2020-11-12 15:52:50,765][root][INFO] - mean heading_cls_loss: 1.921252 [2020-11-12 15:52:50,765][root][INFO] - mean heading_reg_loss: 0.145958 [2020-11-12 15:52:50,765][root][INFO] - mean loss: 11.661072 [2020-11-12 15:52:50,765][root][INFO] - mean neg_ratio: 0.780640 [2020-11-12 15:52:50,765][root][INFO] - mean obj_acc: 0.907812 [2020-11-12 15:52:50,765][root][INFO] - mean objectness_loss: 0.077761 [2020-11-12 15:52:50,765][root][INFO] - mean pos_ratio: 0.080792 [2020-11-12 15:52:50,765][root][INFO] - mean sem_cls_loss: 0.838440 [2020-11-12 15:52:50,765][root][INFO] - mean size_cls_loss: 0.841053 [2020-11-12 15:52:50,765][root][INFO] - mean size_reg_loss: 0.036432 [2020-11-12 15:52:50,765][root][INFO] - mean vote_loss: 0.505428 [2020-11-12 15:53:43,029][root][INFO] - ---- batch: 020 ---- [2020-11-12 15:53:43,036][root][INFO] - mean box_loss: 0.496583 [2020-11-12 15:53:43,036][root][INFO] - mean center_loss: 0.070037 [2020-11-12 15:53:43,036][root][INFO] - mean heading_cls_loss: 1.803152 [2020-11-12 15:53:43,036][root][INFO] - mean heading_reg_loss: 0.137622 [2020-11-12 15:53:43,036][root][INFO] - mean loss: 10.489967 [2020-11-12 15:53:43,037][root][INFO] - mean neg_ratio: 0.772394 [2020-11-12 15:53:43,037][root][INFO] - mean obj_acc: 0.909307 [2020-11-12 15:53:43,037][root][INFO] - mean objectness_loss: 0.076606 [2020-11-12 15:53:43,037][root][INFO] - mean pos_ratio: 0.089722 [2020-11-12 15:53:43,037][root][INFO] - mean sem_cls_loss: 0.767445 [2020-11-12 15:53:43,037][root][INFO] - mean size_cls_loss: 0.768648 [2020-11-12 15:53:43,037][root][INFO] - mean size_reg_loss: 0.031744 [2020-11-12 15:53:43,037][root][INFO] - mean vote_loss: 0.437366 [2020-11-12 15:54:34,796][root][INFO] - ---- batch: 030 ---- [2020-11-12 15:54:34,802][root][INFO] - mean box_loss: 0.526370 [2020-11-12 15:54:34,802][root][INFO] - mean center_loss: 0.091459 [2020-11-12 15:54:34,802][root][INFO] - mean heading_cls_loss: 1.801538 [2020-11-12 15:54:34,802][root][INFO] - mean heading_reg_loss: 0.143983 [2020-11-12 15:54:34,803][root][INFO] - mean loss: 10.845261 [2020-11-12 15:54:34,803][root][INFO] - mean neg_ratio: 0.778381 [2020-11-12 15:54:34,803][root][INFO] - mean obj_acc: 0.893844 [2020-11-12 15:54:34,803][root][INFO] - mean objectness_loss: 0.075007 [2020-11-12 15:54:34,803][root][INFO] - mean pos_ratio: 0.089716 [2020-11-12 15:54:34,803][root][INFO] - mean sem_cls_loss: 0.789362 [2020-11-12 15:54:34,803][root][INFO] - mean size_cls_loss: 0.777630 [2020-11-12 15:54:34,803][root][INFO] - mean size_reg_loss: 0.033011 [2020-11-12 15:54:34,803][root][INFO] - mean vote_loss: 0.441717 [2020-11-12 15:55:27,396][root][INFO] - ---- batch: 040 ---- [2020-11-12 15:55:27,406][root][INFO] - mean box_loss: 0.513598 [2020-11-12 15:55:27,406][root][INFO] - mean center_loss: 0.072212 [2020-11-12 15:55:27,406][root][INFO] - mean heading_cls_loss: 1.838283 [2020-11-12 15:55:27,406][root][INFO] - mean heading_reg_loss: 0.149060 [2020-11-12 15:55:27,406][root][INFO] - mean loss: 10.962940 [2020-11-12 15:55:27,406][root][INFO] - mean neg_ratio: 0.773456 [2020-11-12 15:55:27,407][root][INFO] - mean obj_acc: 0.896246 [2020-11-12 15:55:27,407][root][INFO] - mean objectness_loss: 0.077918 [2020-11-12 15:55:27,407][root][INFO] - mean pos_ratio: 0.090833 [2020-11-12 15:55:27,407][root][INFO] - mean sem_cls_loss: 0.759987 [2020-11-12 15:55:27,407][root][INFO] - mean size_cls_loss: 0.755891 [2020-11-12 15:55:27,407][root][INFO] - mean size_reg_loss: 0.032908 [2020-11-12 15:55:27,407][root][INFO] - mean vote_loss: 0.467739 [2020-11-12 15:56:20,993][root][INFO] - ---- batch: 050 ---- [2020-11-12 15:56:21,000][root][INFO] - mean box_loss: 0.508460 [2020-11-12 15:56:21,000][root][INFO] - mean center_loss: 0.070760 [2020-11-12 15:56:21,000][root][INFO] - mean heading_cls_loss: 1.786824 [2020-11-12 15:56:21,000][root][INFO] - mean heading_reg_loss: 0.144449 [2020-11-12 15:56:21,000][root][INFO] - mean loss: 10.683051 [2020-11-12 15:56:21,000][root][INFO] - mean neg_ratio: 0.758844 [2020-11-12 15:56:21,000][root][INFO] - mean obj_acc: 0.904363 [2020-11-12 15:56:21,001][root][INFO] - mean objectness_loss: 0.081770 [2020-11-12 15:56:21,001][root][INFO] - mean pos_ratio: 0.097253 [2020-11-12 15:56:21,001][root][INFO] - mean sem_cls_loss: 0.794109 [2020-11-12 15:56:21,001][root][INFO] - mean size_cls_loss: 0.794457 [2020-11-12 15:56:21,001][root][INFO] - mean size_reg_loss: 0.035122 [2020-11-12 15:56:21,001][root][INFO] - mean vote_loss: 0.439549 [2020-11-12 15:57:11,863][root][INFO] - ---- batch: 060 ---- [2020-11-12 15:57:11,870][root][INFO] - mean box_loss: 0.474143 [2020-11-12 15:57:11,871][root][INFO] - mean center_loss: 0.071875 [2020-11-12 15:57:11,871][root][INFO] - mean heading_cls_loss: 1.685040 [2020-11-12 15:57:11,871][root][INFO] - mean heading_reg_loss: 0.125946 [2020-11-12 15:57:11,872][root][INFO] - mean loss: 9.987262 [2020-11-12 15:57:11,872][root][INFO] - mean neg_ratio: 0.741327 [2020-11-12 15:57:11,872][root][INFO] - mean obj_acc: 0.890040 [2020-11-12 15:57:11,872][root][INFO] - mean objectness_loss: 0.086508 [2020-11-12 15:57:11,872][root][INFO] - mean pos_ratio: 0.106384 [2020-11-12 15:57:11,872][root][INFO] - mean sem_cls_loss: 0.754814 [2020-11-12 15:57:11,872][root][INFO] - mean size_cls_loss: 0.755795 [2020-11-12 15:57:11,872][root][INFO] - mean size_reg_loss: 0.032239 [2020-11-12 15:57:11,872][root][INFO] - mean vote_loss: 0.405848 [2020-11-12 15:58:03,496][root][INFO] - ---- batch: 070 ---- [2020-11-12 15:58:03,503][root][INFO] - mean box_loss: 0.511097 [2020-11-12 15:58:03,504][root][INFO] - mean center_loss: 0.080593 [2020-11-12 15:58:03,505][root][INFO] - mean heading_cls_loss: 1.818920 [2020-11-12 15:58:03,505][root][INFO] - mean heading_reg_loss: 0.138425 [2020-11-12 15:58:03,505][root][INFO] - mean loss: 10.678187 [2020-11-12 15:58:03,505][root][INFO] - mean neg_ratio: 0.781445 [2020-11-12 15:58:03,505][root][INFO] - mean obj_acc: 0.886557 [2020-11-12 15:58:03,505][root][INFO] - mean objectness_loss: 0.074632 [2020-11-12 15:58:03,505][root][INFO] - mean pos_ratio: 0.088190 [2020-11-12 15:58:03,505][root][INFO] - mean sem_cls_loss: 0.739522 [2020-11-12 15:58:03,505][root][INFO] - mean size_cls_loss: 0.740436 [2020-11-12 15:58:03,505][root][INFO] - mean size_reg_loss: 0.036143 [2020-11-12 15:58:03,505][root][INFO] - mean vote_loss: 0.445453 [2020-11-12 15:58:53,860][root][INFO] - ---- batch: 080 ---- [2020-11-12 15:58:53,868][root][INFO] - mean box_loss: 0.499655 [2020-11-12 15:58:53,868][root][INFO] - mean center_loss: 0.079370 [2020-11-12 15:58:53,869][root][INFO] - mean heading_cls_loss: 1.704285 [2020-11-12 15:58:53,869][root][INFO] - mean heading_reg_loss: 0.135591 [2020-11-12 15:58:53,869][root][INFO] - mean loss: 10.600586 [2020-11-12 15:58:53,869][root][INFO] - mean neg_ratio: 0.767316 [2020-11-12 15:58:53,869][root][INFO] - mean obj_acc: 0.902429 [2020-11-12 15:58:53,869][root][INFO] - mean objectness_loss: 0.080810 [2020-11-12 15:58:53,870][root][INFO] - mean pos_ratio: 0.091321 [2020-11-12 15:58:53,870][root][INFO] - mean sem_cls_loss: 0.780023 [2020-11-12 15:58:53,870][root][INFO] - mean size_cls_loss: 0.778292 [2020-11-12 15:58:53,870][root][INFO] - mean size_reg_loss: 0.036437 [2020-11-12 15:58:53,870][root][INFO] - mean vote_loss: 0.441996 [2020-11-12 15:59:07,213][root][INFO] - Eval batch: 0 [2020-11-12 15:59:09,221][root][INFO] - Eval batch: 10 [2020-11-12 15:59:11,168][root][INFO] - Eval batch: 20 [2020-11-12 15:59:13,262][root][INFO] - Eval batch: 30 [2020-11-12 15:59:15,289][root][INFO] - Eval batch: 40 [2020-11-12 15:59:17,304][root][INFO] - Eval batch: 50 [2020-11-12 15:59:19,252][root][INFO] - Eval batch: 60 [2020-11-12 15:59:21,263][root][INFO] - Eval batch: 70 [2020-11-12 15:59:23,163][root][INFO] - Eval batch: 80 [2020-11-12 15:59:25,073][root][INFO] - Eval batch: 90 [2020-11-12 15:59:26,987][root][INFO] - Eval batch: 100 [2020-11-12 15:59:28,929][root][INFO] - Eval batch: 110 [2020-11-12 15:59:30,922][root][INFO] - Eval batch: 120 [2020-11-12 15:59:32,978][root][INFO] - Eval batch: 130 [2020-11-12 15:59:34,907][root][INFO] - Eval batch: 140 [2020-11-12 15:59:36,846][root][INFO] - Eval batch: 150 [2020-11-12 15:59:38,861][root][INFO] - 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Eval batch: 4840 [2020-11-12 16:15:14,480][root][INFO] - Eval batch: 4850 [2020-11-12 16:15:16,498][root][INFO] - Eval batch: 4860 [2020-11-12 16:15:18,511][root][INFO] - Eval batch: 4870 [2020-11-12 16:15:20,579][root][INFO] - Eval batch: 4880 [2020-11-12 16:15:22,591][root][INFO] - Eval batch: 4890 [2020-11-12 16:15:24,666][root][INFO] - Eval batch: 4900 [2020-11-12 16:15:26,658][root][INFO] - Eval batch: 4910 [2020-11-12 16:15:28,699][root][INFO] - Eval batch: 4920 [2020-11-12 16:15:30,763][root][INFO] - Eval batch: 4930 [2020-11-12 16:15:32,635][root][INFO] - Eval batch: 4940 [2020-11-12 16:15:34,615][root][INFO] - Eval batch: 4950 [2020-11-12 16:15:36,541][root][INFO] - Eval batch: 4960 [2020-11-12 16:15:38,564][root][INFO] - Eval batch: 4970 [2020-11-12 16:15:40,542][root][INFO] - Eval batch: 4980 [2020-11-12 16:15:42,490][root][INFO] - Eval batch: 4990 [2020-11-12 16:15:44,501][root][INFO] - Eval batch: 5000 [2020-11-12 16:15:46,500][root][INFO] - Eval batch: 5010 [2020-11-12 16:15:48,515][root][INFO] - Eval batch: 5020 [2020-11-12 16:15:50,465][root][INFO] - Eval batch: 5030 [2020-11-12 16:15:52,491][root][INFO] - Eval batch: 5040 [2020-11-12 16:15:54,553][root][INFO] - eval mean box_loss: 0.414309 [2020-11-12 16:15:54,553][root][INFO] - eval mean center_loss: 0.061484 [2020-11-12 16:15:54,554][root][INFO] - eval mean heading_cls_loss: 1.440551 [2020-11-12 16:15:54,554][root][INFO] - eval mean heading_reg_loss: 0.103653 [2020-11-12 16:15:54,555][root][INFO] - eval mean loss: 8.772447 [2020-11-12 16:15:54,555][root][INFO] - eval mean neg_ratio: 0.730841 [2020-11-12 16:15:54,556][root][INFO] - eval mean obj_acc: 0.897063 [2020-11-12 16:15:54,556][root][INFO] - eval mean objectness_loss: 0.103784 [2020-11-12 16:15:54,557][root][INFO] - eval mean pos_ratio: 0.110590 [2020-11-12 16:15:54,557][root][INFO] - eval mean sem_cls_loss: 0.733978 [2020-11-12 16:15:54,558][root][INFO] - eval mean size_cls_loss: 0.735839 [2020-11-12 16:15:54,558][root][INFO] - eval mean size_reg_loss: 0.031534 [2020-11-12 16:15:54,559][root][INFO] - eval mean vote_loss: 0.337646 [2020-11-12 16:17:22,216][submitit][WARNING] - Bypassing signal 15 [2020-11-13 00:40:52,831][submitit][WARNING] - Bypassing signal 15 [2020-11-13 00:46:47,513][root][INFO] - ===> Loading exsiting config file [2020-11-13 00:46:47,528][root][INFO] - ===> Loaded exsiting config file [2020-11-13 00:46:47,554][root][INFO] - net: model: votenet is_train: true backbone: sparseconv weights: /checkpoint/jihou/checkpoint/scannet/pretrain/partition4_4096_100k_simclr/1/weights/checkpoint_100000.pth num_target: 256 vote_factor: 1 cluster_sampling: vote_fps data: dataset: sunrgbd by_scenes: null by_points: null num_points: 20000 num_workers: 8 batch_size: 64 no_height: true use_color: false use_sunrgbd_v2: false overwrite: false dump_results: false voxelization: true voxel_size: 0.025 shuffle_datast: false optimizer: max_epoch: 180 learning_rate: 0.001 lr_decay_steps: - 80 - 120 - 160 lr_decay_rates: - 0.1 - 0.1 - 0.1 weight_decay: 0 bn_decay_step: 20 bn_decay_rate: 0.5 test: use_3d_nms: false use_cls_nms: false use_old_type_nms: false per_class_proposal: false nms_iou: 0.25 conf_thresh: 0.05 faster_eval: False, ap_iou_thresholds: - 0.25 - 0.5 misc: log_dir: /checkpoint/jihou/sunrgbd_det [2020-11-13 00:47:02,856][root][INFO] - training: 5285, testing: 5050 [2020-11-13 00:47:02,857][root][INFO] - train dataloader: 83, test dataloader: 5050 [2020-11-13 00:47:11,630][root][INFO] - -> loaded checkpoint checkpoint.tar (epoch: 4) [2020-11-13 00:47:11,632][root][INFO] - **** EPOCH 004 **** [2020-11-13 00:47:11,633][root][INFO] - Current learning rate: 0.001000 [2020-11-13 00:47:11,633][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 00:47:11,633][root][INFO] - 2020-11-13 00:47:11.633342 [2020-11-13 00:48:14,566][root][INFO] - ---- batch: 010 ---- [2020-11-13 00:48:14,573][root][INFO] - mean box_loss: 0.540266 [2020-11-13 00:48:14,573][root][INFO] - mean center_loss: 0.066864 [2020-11-13 00:48:14,573][root][INFO] - mean heading_cls_loss: 1.921849 [2020-11-13 00:48:14,573][root][INFO] - mean heading_reg_loss: 0.163113 [2020-11-13 00:48:14,573][root][INFO] - mean loss: 11.303022 [2020-11-13 00:48:14,573][root][INFO] - mean neg_ratio: 0.780536 [2020-11-13 00:48:14,573][root][INFO] - mean obj_acc: 0.906877 [2020-11-13 00:48:14,573][root][INFO] - mean objectness_loss: 0.076907 [2020-11-13 00:48:14,573][root][INFO] - mean pos_ratio: 0.083704 [2020-11-13 00:48:14,573][root][INFO] - mean sem_cls_loss: 0.809618 [2020-11-13 00:48:14,573][root][INFO] - mean size_cls_loss: 0.814363 [2020-11-13 00:48:14,573][root][INFO] - mean size_reg_loss: 0.036668 [2020-11-13 00:48:14,573][root][INFO] - mean vote_loss: 0.470621 [2020-11-13 00:49:09,664][root][INFO] - ---- batch: 020 ---- [2020-11-13 00:49:09,672][root][INFO] - mean box_loss: 0.530971 [2020-11-13 00:49:09,672][root][INFO] - mean center_loss: 0.085096 [2020-11-13 00:49:09,672][root][INFO] - mean heading_cls_loss: 1.868543 [2020-11-13 00:49:09,672][root][INFO] - mean heading_reg_loss: 0.149442 [2020-11-13 00:49:09,672][root][INFO] - mean loss: 11.044593 [2020-11-13 00:49:09,673][root][INFO] - mean neg_ratio: 0.763788 [2020-11-13 00:49:09,673][root][INFO] - mean obj_acc: 0.900295 [2020-11-13 00:49:09,673][root][INFO] - mean objectness_loss: 0.081569 [2020-11-13 00:49:09,673][root][INFO] - mean pos_ratio: 0.097571 [2020-11-13 00:49:09,673][root][INFO] - mean sem_cls_loss: 0.775420 [2020-11-13 00:49:09,673][root][INFO] - mean size_cls_loss: 0.778097 [2020-11-13 00:49:09,673][root][INFO] - mean size_reg_loss: 0.031768 [2020-11-13 00:49:09,673][root][INFO] - mean vote_loss: 0.455162 [2020-11-13 00:50:05,270][root][INFO] - ---- batch: 030 ---- [2020-11-13 00:50:05,277][root][INFO] - mean box_loss: 0.512492 [2020-11-13 00:50:05,277][root][INFO] - mean center_loss: 0.074637 [2020-11-13 00:50:05,277][root][INFO] - mean heading_cls_loss: 1.816500 [2020-11-13 00:50:05,277][root][INFO] - mean heading_reg_loss: 0.138514 [2020-11-13 00:50:05,277][root][INFO] - mean loss: 11.203364 [2020-11-13 00:50:05,277][root][INFO] - mean neg_ratio: 0.780286 [2020-11-13 00:50:05,277][root][INFO] - mean obj_acc: 0.891892 [2020-11-13 00:50:05,277][root][INFO] - mean objectness_loss: 0.077033 [2020-11-13 00:50:05,277][root][INFO] - mean pos_ratio: 0.083856 [2020-11-13 00:50:05,277][root][INFO] - mean sem_cls_loss: 0.806236 [2020-11-13 00:50:05,277][root][INFO] - mean size_cls_loss: 0.799111 [2020-11-13 00:50:05,277][root][INFO] - mean size_reg_loss: 0.037780 [2020-11-13 00:50:05,277][root][INFO] - mean vote_loss: 0.488704 [2020-11-13 00:51:01,359][root][INFO] - ---- batch: 040 ---- [2020-11-13 00:51:01,366][root][INFO] - mean box_loss: 0.518413 [2020-11-13 00:51:01,366][root][INFO] - mean center_loss: 0.074557 [2020-11-13 00:51:01,366][root][INFO] - mean heading_cls_loss: 1.813922 [2020-11-13 00:51:01,366][root][INFO] - mean heading_reg_loss: 0.148937 [2020-11-13 00:51:01,366][root][INFO] - mean loss: 10.875612 [2020-11-13 00:51:01,366][root][INFO] - mean neg_ratio: 0.776678 [2020-11-13 00:51:01,366][root][INFO] - mean obj_acc: 0.909267 [2020-11-13 00:51:01,366][root][INFO] - mean objectness_loss: 0.071575 [2020-11-13 00:51:01,366][root][INFO] - mean pos_ratio: 0.086548 [2020-11-13 00:51:01,366][root][INFO] - mean sem_cls_loss: 0.788711 [2020-11-13 00:51:01,366][root][INFO] - mean size_cls_loss: 0.783742 [2020-11-13 00:51:01,366][root][INFO] - mean size_reg_loss: 0.035152 [2020-11-13 00:51:01,366][root][INFO] - mean vote_loss: 0.454490 [2020-11-13 00:51:57,020][root][INFO] - ---- batch: 050 ---- [2020-11-13 00:51:57,028][root][INFO] - mean box_loss: 0.510333 [2020-11-13 00:51:57,029][root][INFO] - mean center_loss: 0.080699 [2020-11-13 00:51:57,030][root][INFO] - mean heading_cls_loss: 1.824573 [2020-11-13 00:51:57,030][root][INFO] - mean heading_reg_loss: 0.139229 [2020-11-13 00:51:57,030][root][INFO] - mean loss: 10.604875 [2020-11-13 00:51:57,030][root][INFO] - mean neg_ratio: 0.765619 [2020-11-13 00:51:57,030][root][INFO] - mean obj_acc: 0.907040 [2020-11-13 00:51:57,030][root][INFO] - mean objectness_loss: 0.075431 [2020-11-13 00:51:57,030][root][INFO] - mean pos_ratio: 0.090106 [2020-11-13 00:51:57,030][root][INFO] - mean sem_cls_loss: 0.747766 [2020-11-13 00:51:57,030][root][INFO] - mean size_cls_loss: 0.744149 [2020-11-13 00:51:57,030][root][INFO] - mean size_reg_loss: 0.033533 [2020-11-13 00:51:57,030][root][INFO] - mean vote_loss: 0.437662 [2020-11-13 00:52:53,835][root][INFO] - ---- batch: 060 ---- [2020-11-13 00:52:53,844][root][INFO] - mean box_loss: 0.503708 [2020-11-13 00:52:53,844][root][INFO] - mean center_loss: 0.064782 [2020-11-13 00:52:53,844][root][INFO] - mean heading_cls_loss: 1.857011 [2020-11-13 00:52:53,844][root][INFO] - mean heading_reg_loss: 0.143441 [2020-11-13 00:52:53,844][root][INFO] - mean loss: 10.598007 [2020-11-13 00:52:53,844][root][INFO] - mean neg_ratio: 0.777008 [2020-11-13 00:52:53,844][root][INFO] - mean obj_acc: 0.899061 [2020-11-13 00:52:53,844][root][INFO] - mean objectness_loss: 0.075690 [2020-11-13 00:52:53,844][root][INFO] - mean pos_ratio: 0.090082 [2020-11-13 00:52:53,844][root][INFO] - mean sem_cls_loss: 0.762717 [2020-11-13 00:52:53,844][root][INFO] - mean size_cls_loss: 0.764263 [2020-11-13 00:52:53,844][root][INFO] - mean size_reg_loss: 0.033357 [2020-11-13 00:52:53,844][root][INFO] - mean vote_loss: 0.441976 [2020-11-13 00:53:50,402][root][INFO] - ---- batch: 070 ---- [2020-11-13 00:53:50,409][root][INFO] - mean box_loss: 0.526597 [2020-11-13 00:53:50,410][root][INFO] - mean center_loss: 0.101477 [2020-11-13 00:53:50,410][root][INFO] - mean heading_cls_loss: 1.745070 [2020-11-13 00:53:50,410][root][INFO] - mean heading_reg_loss: 0.129060 [2020-11-13 00:53:50,410][root][INFO] - mean loss: 10.946192 [2020-11-13 00:53:50,410][root][INFO] - mean neg_ratio: 0.775372 [2020-11-13 00:53:50,410][root][INFO] - mean obj_acc: 0.897900 [2020-11-13 00:53:50,411][root][INFO] - mean objectness_loss: 0.077314 [2020-11-13 00:53:50,411][root][INFO] - mean pos_ratio: 0.087640 [2020-11-13 00:53:50,411][root][INFO] - mean sem_cls_loss: 0.870735 [2020-11-13 00:53:50,411][root][INFO] - mean size_cls_loss: 0.874248 [2020-11-13 00:53:50,411][root][INFO] - mean size_reg_loss: 0.034129 [2020-11-13 00:53:50,411][root][INFO] - mean vote_loss: 0.442292 [2020-11-13 00:54:45,550][root][INFO] - ---- batch: 080 ---- [2020-11-13 00:54:45,557][root][INFO] - mean box_loss: 0.498082 [2020-11-13 00:54:45,558][root][INFO] - mean center_loss: 0.077922 [2020-11-13 00:54:45,559][root][INFO] - mean heading_cls_loss: 1.730772 [2020-11-13 00:54:45,559][root][INFO] - mean heading_reg_loss: 0.142147 [2020-11-13 00:54:45,559][root][INFO] - mean loss: 10.396579 [2020-11-13 00:54:45,559][root][INFO] - mean neg_ratio: 0.766150 [2020-11-13 00:54:45,559][root][INFO] - mean obj_acc: 0.911855 [2020-11-13 00:54:45,559][root][INFO] - mean objectness_loss: 0.074134 [2020-11-13 00:54:45,559][root][INFO] - mean pos_ratio: 0.092371 [2020-11-13 00:54:45,559][root][INFO] - mean sem_cls_loss: 0.709720 [2020-11-13 00:54:45,559][root][INFO] - mean size_cls_loss: 0.709084 [2020-11-13 00:54:45,559][root][INFO] - mean size_reg_loss: 0.034028 [2020-11-13 00:54:45,559][root][INFO] - mean vote_loss: 0.433537 [2020-11-13 00:54:59,285][root][INFO] - Eval batch: 0 [2020-11-13 00:55:01,246][root][INFO] - Eval batch: 10 [2020-11-13 00:55:03,017][root][INFO] - Eval batch: 20 [2020-11-13 00:55:04,935][root][INFO] - 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Eval batch: 4710 [2020-11-13 01:09:59,934][root][INFO] - Eval batch: 4720 [2020-11-13 01:10:01,688][root][INFO] - Eval batch: 4730 [2020-11-13 01:10:03,558][root][INFO] - Eval batch: 4740 [2020-11-13 01:10:05,531][root][INFO] - Eval batch: 4750 [2020-11-13 01:10:07,528][root][INFO] - Eval batch: 4760 [2020-11-13 01:10:09,342][root][INFO] - Eval batch: 4770 [2020-11-13 01:10:11,193][root][INFO] - Eval batch: 4780 [2020-11-13 01:10:13,001][root][INFO] - Eval batch: 4790 [2020-11-13 01:10:14,891][root][INFO] - Eval batch: 4800 [2020-11-13 01:10:16,753][root][INFO] - Eval batch: 4810 [2020-11-13 01:10:18,634][root][INFO] - Eval batch: 4820 [2020-11-13 01:10:20,451][root][INFO] - Eval batch: 4830 [2020-11-13 01:10:22,249][root][INFO] - Eval batch: 4840 [2020-11-13 01:10:24,021][root][INFO] - Eval batch: 4850 [2020-11-13 01:10:25,820][root][INFO] - Eval batch: 4860 [2020-11-13 01:10:27,691][root][INFO] - Eval batch: 4870 [2020-11-13 01:10:29,571][root][INFO] - Eval batch: 4880 [2020-11-13 01:10:31,510][root][INFO] - Eval batch: 4890 [2020-11-13 01:10:33,305][root][INFO] - Eval batch: 4900 [2020-11-13 01:10:35,227][root][INFO] - Eval batch: 4910 [2020-11-13 01:10:37,108][root][INFO] - Eval batch: 4920 [2020-11-13 01:10:38,989][root][INFO] - Eval batch: 4930 [2020-11-13 01:10:40,785][root][INFO] - Eval batch: 4940 [2020-11-13 01:10:42,634][root][INFO] - Eval batch: 4950 [2020-11-13 01:10:44,452][root][INFO] - Eval batch: 4960 [2020-11-13 01:10:46,430][root][INFO] - Eval batch: 4970 [2020-11-13 01:10:48,223][root][INFO] - Eval batch: 4980 [2020-11-13 01:10:50,026][root][INFO] - Eval batch: 4990 [2020-11-13 01:10:51,885][root][INFO] - Eval batch: 5000 [2020-11-13 01:10:53,720][root][INFO] - Eval batch: 5010 [2020-11-13 01:10:55,571][root][INFO] - Eval batch: 5020 [2020-11-13 01:10:57,502][root][INFO] - Eval batch: 5030 [2020-11-13 01:10:59,327][root][INFO] - Eval batch: 5040 [2020-11-13 01:11:01,127][root][INFO] - eval mean box_loss: 0.419222 [2020-11-13 01:11:01,128][root][INFO] - eval mean center_loss: 0.064074 [2020-11-13 01:11:01,128][root][INFO] - eval mean heading_cls_loss: 1.460360 [2020-11-13 01:11:01,128][root][INFO] - eval mean heading_reg_loss: 0.104699 [2020-11-13 01:11:01,129][root][INFO] - eval mean loss: 8.701543 [2020-11-13 01:11:01,129][root][INFO] - eval mean neg_ratio: 0.747393 [2020-11-13 01:11:01,130][root][INFO] - eval mean obj_acc: 0.910816 [2020-11-13 01:11:01,130][root][INFO] - eval mean objectness_loss: 0.090985 [2020-11-13 01:11:01,131][root][INFO] - eval mean pos_ratio: 0.098390 [2020-11-13 01:11:01,131][root][INFO] - eval mean sem_cls_loss: 0.735862 [2020-11-13 01:11:01,131][root][INFO] - eval mean size_cls_loss: 0.733279 [2020-11-13 01:11:01,132][root][INFO] - eval mean size_reg_loss: 0.031085 [2020-11-13 01:11:01,132][root][INFO] - eval mean vote_loss: 0.331854 [2020-11-13 01:12:19,871][root][INFO] - eval bed Average Precision: 0.121624 [2020-11-13 01:12:19,872][root][INFO] - eval table Average Precision: 0.020880 [2020-11-13 01:12:19,872][root][INFO] - eval sofa Average Precision: 0.087255 [2020-11-13 01:12:19,872][root][INFO] - eval chair Average Precision: 0.153797 [2020-11-13 01:12:19,873][root][INFO] - eval toilet Average Precision: 0.033818 [2020-11-13 01:12:19,873][root][INFO] - eval desk Average Precision: 0.005501 [2020-11-13 01:12:19,873][root][INFO] - eval dresser Average Precision: 0.000039 [2020-11-13 01:12:19,873][root][INFO] - eval night_stand Average Precision: 0.000297 [2020-11-13 01:12:19,873][root][INFO] - eval bookshelf Average Precision: 0.000053 [2020-11-13 01:12:19,873][root][INFO] - eval bathtub Average Precision: 0.025780 [2020-11-13 01:12:19,873][root][INFO] - eval mAP: 0.044904 [2020-11-13 01:12:19,873][root][INFO] - eval bed Recall: 0.313076 [2020-11-13 01:12:19,873][root][INFO] - eval table Recall: 0.146012 [2020-11-13 01:12:19,873][root][INFO] - eval sofa Recall: 0.273865 [2020-11-13 01:12:19,873][root][INFO] - eval chair Recall: 0.353467 [2020-11-13 01:12:19,873][root][INFO] - eval toilet Recall: 0.304636 [2020-11-13 01:12:19,873][root][INFO] - eval desk Recall: 0.111658 [2020-11-13 01:12:19,873][root][INFO] - eval dresser Recall: 0.060185 [2020-11-13 01:12:19,873][root][INFO] - eval night_stand Recall: 0.145669 [2020-11-13 01:12:19,874][root][INFO] - eval bookshelf Recall: 0.020067 [2020-11-13 01:12:19,874][root][INFO] - eval bathtub Recall: 0.173077 [2020-11-13 01:12:19,874][root][INFO] - eval AR: 0.190171 [2020-11-13 01:12:19,875][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 01:12:21,438][root][INFO] - **** EPOCH 005 **** [2020-11-13 01:12:21,439][root][INFO] - Current learning rate: 0.001000 [2020-11-13 01:12:21,439][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 01:12:21,439][root][INFO] - 2020-11-13 01:12:21.439462 [2020-11-13 01:13:23,339][root][INFO] - ---- batch: 010 ---- [2020-11-13 01:13:23,350][root][INFO] - mean box_loss: 0.504888 [2020-11-13 01:13:23,350][root][INFO] - mean center_loss: 0.088147 [2020-11-13 01:13:23,350][root][INFO] - mean heading_cls_loss: 1.711621 [2020-11-13 01:13:23,351][root][INFO] - mean heading_reg_loss: 0.136837 [2020-11-13 01:13:23,351][root][INFO] - mean loss: 10.791759 [2020-11-13 01:13:23,351][root][INFO] - mean neg_ratio: 0.772675 [2020-11-13 01:13:23,351][root][INFO] - mean obj_acc: 0.894139 [2020-11-13 01:13:23,351][root][INFO] - mean objectness_loss: 0.076303 [2020-11-13 01:13:23,351][root][INFO] - mean pos_ratio: 0.087006 [2020-11-13 01:13:23,351][root][INFO] - mean sem_cls_loss: 0.725081 [2020-11-13 01:13:23,351][root][INFO] - mean size_cls_loss: 0.717616 [2020-11-13 01:13:23,351][root][INFO] - mean size_reg_loss: 0.036980 [2020-11-13 01:13:23,351][root][INFO] - mean vote_loss: 0.463628 [2020-11-13 01:14:19,947][root][INFO] - ---- batch: 020 ---- [2020-11-13 01:14:19,953][root][INFO] - mean box_loss: 0.484617 [2020-11-13 01:14:19,953][root][INFO] - mean center_loss: 0.068352 [2020-11-13 01:14:19,953][root][INFO] - mean heading_cls_loss: 1.677250 [2020-11-13 01:14:19,953][root][INFO] - mean heading_reg_loss: 0.144300 [2020-11-13 01:14:19,954][root][INFO] - mean loss: 10.288170 [2020-11-13 01:14:19,954][root][INFO] - mean neg_ratio: 0.774939 [2020-11-13 01:14:19,954][root][INFO] - mean obj_acc: 0.902034 [2020-11-13 01:14:19,954][root][INFO] - mean objectness_loss: 0.074381 [2020-11-13 01:14:19,954][root][INFO] - mean pos_ratio: 0.091125 [2020-11-13 01:14:19,954][root][INFO] - mean sem_cls_loss: 0.675632 [2020-11-13 01:14:19,954][root][INFO] - mean size_cls_loss: 0.669936 [2020-11-13 01:14:19,954][root][INFO] - mean size_reg_loss: 0.037247 [2020-11-13 01:14:19,954][root][INFO] - mean vote_loss: 0.439447 [2020-11-13 01:15:16,714][root][INFO] - ---- batch: 030 ---- [2020-11-13 01:15:16,720][root][INFO] - mean box_loss: 0.490215 [2020-11-13 01:15:16,720][root][INFO] - mean center_loss: 0.073640 [2020-11-13 01:15:16,720][root][INFO] - mean heading_cls_loss: 1.707794 [2020-11-13 01:15:16,720][root][INFO] - mean heading_reg_loss: 0.131129 [2020-11-13 01:15:16,720][root][INFO] - mean loss: 10.856541 [2020-11-13 01:15:16,720][root][INFO] - mean neg_ratio: 0.759076 [2020-11-13 01:15:16,720][root][INFO] - mean obj_acc: 0.904372 [2020-11-13 01:15:16,721][root][INFO] - mean objectness_loss: 0.076617 [2020-11-13 01:15:16,721][root][INFO] - mean pos_ratio: 0.093408 [2020-11-13 01:15:16,721][root][INFO] - mean sem_cls_loss: 0.784945 [2020-11-13 01:15:16,721][root][INFO] - mean size_cls_loss: 0.785998 [2020-11-13 01:15:16,721][root][INFO] - mean size_reg_loss: 0.036066 [2020-11-13 01:15:16,721][root][INFO] - mean vote_loss: 0.478636 [2020-11-13 01:16:12,145][root][INFO] - ---- batch: 040 ---- [2020-11-13 01:16:12,152][root][INFO] - mean box_loss: 0.465754 [2020-11-13 01:16:12,152][root][INFO] - mean center_loss: 0.075004 [2020-11-13 01:16:12,152][root][INFO] - mean heading_cls_loss: 1.661466 [2020-11-13 01:16:12,152][root][INFO] - mean heading_reg_loss: 0.122612 [2020-11-13 01:16:12,152][root][INFO] - mean loss: 9.964732 [2020-11-13 01:16:12,152][root][INFO] - mean neg_ratio: 0.733801 [2020-11-13 01:16:12,152][root][INFO] - mean obj_acc: 0.903446 [2020-11-13 01:16:12,152][root][INFO] - mean objectness_loss: 0.082243 [2020-11-13 01:16:12,153][root][INFO] - mean pos_ratio: 0.107697 [2020-11-13 01:16:12,153][root][INFO] - mean sem_cls_loss: 0.721834 [2020-11-13 01:16:12,153][root][INFO] - mean size_cls_loss: 0.720484 [2020-11-13 01:16:12,153][root][INFO] - mean size_reg_loss: 0.029943 [2020-11-13 01:16:12,153][root][INFO] - mean vote_loss: 0.417414 [2020-11-13 01:17:06,321][root][INFO] - ---- batch: 050 ---- [2020-11-13 01:17:06,328][root][INFO] - mean box_loss: 0.474682 [2020-11-13 01:17:06,329][root][INFO] - mean center_loss: 0.072854 [2020-11-13 01:17:06,330][root][INFO] - mean heading_cls_loss: 1.671821 [2020-11-13 01:17:06,330][root][INFO] - mean heading_reg_loss: 0.135389 [2020-11-13 01:17:06,330][root][INFO] - mean loss: 9.912293 [2020-11-13 01:17:06,330][root][INFO] - mean neg_ratio: 0.770551 [2020-11-13 01:17:06,330][root][INFO] - mean obj_acc: 0.886047 [2020-11-13 01:17:06,330][root][INFO] - mean objectness_loss: 0.073555 [2020-11-13 01:17:06,330][root][INFO] - mean pos_ratio: 0.091406 [2020-11-13 01:17:06,330][root][INFO] - mean sem_cls_loss: 0.682225 [2020-11-13 01:17:06,330][root][INFO] - mean size_cls_loss: 0.682470 [2020-11-13 01:17:06,330][root][INFO] - mean size_reg_loss: 0.031010 [2020-11-13 01:17:06,331][root][INFO] - mean vote_loss: 0.411548 [2020-11-13 01:18:01,914][root][INFO] - ---- batch: 060 ---- [2020-11-13 01:18:01,925][root][INFO] - mean box_loss: 0.478291 [2020-11-13 01:18:01,926][root][INFO] - mean center_loss: 0.068428 [2020-11-13 01:18:01,926][root][INFO] - mean heading_cls_loss: 1.643595 [2020-11-13 01:18:01,927][root][INFO] - mean heading_reg_loss: 0.133151 [2020-11-13 01:18:01,927][root][INFO] - mean loss: 10.192576 [2020-11-13 01:18:01,927][root][INFO] - mean neg_ratio: 0.785980 [2020-11-13 01:18:01,928][root][INFO] - mean obj_acc: 0.900025 [2020-11-13 01:18:01,928][root][INFO] - mean objectness_loss: 0.071997 [2020-11-13 01:18:01,928][root][INFO] - mean pos_ratio: 0.084467 [2020-11-13 01:18:01,928][root][INFO] - mean sem_cls_loss: 0.748380 [2020-11-13 01:18:01,928][root][INFO] - mean size_cls_loss: 0.757706 [2020-11-13 01:18:01,928][root][INFO] - mean size_reg_loss: 0.036581 [2020-11-13 01:18:01,928][root][INFO] - mean vote_loss: 0.430130 [2020-11-13 01:18:57,416][root][INFO] - ---- batch: 070 ---- [2020-11-13 01:18:57,428][root][INFO] - mean box_loss: 0.458625 [2020-11-13 01:18:57,430][root][INFO] - mean center_loss: 0.074015 [2020-11-13 01:18:57,430][root][INFO] - mean heading_cls_loss: 1.624794 [2020-11-13 01:18:57,430][root][INFO] - mean heading_reg_loss: 0.117977 [2020-11-13 01:18:57,430][root][INFO] - mean loss: 10.103975 [2020-11-13 01:18:57,430][root][INFO] - mean neg_ratio: 0.768549 [2020-11-13 01:18:57,430][root][INFO] - mean obj_acc: 0.912552 [2020-11-13 01:18:57,430][root][INFO] - mean objectness_loss: 0.077766 [2020-11-13 01:18:57,430][root][INFO] - mean pos_ratio: 0.090594 [2020-11-13 01:18:57,430][root][INFO] - mean sem_cls_loss: 0.724108 [2020-11-13 01:18:57,430][root][INFO] - mean size_cls_loss: 0.723461 [2020-11-13 01:18:57,431][root][INFO] - mean size_reg_loss: 0.031807 [2020-11-13 01:18:57,431][root][INFO] - mean vote_loss: 0.440479 [2020-11-13 01:19:51,940][root][INFO] - ---- batch: 080 ---- [2020-11-13 01:19:51,950][root][INFO] - mean box_loss: 0.453281 [2020-11-13 01:19:51,950][root][INFO] - mean center_loss: 0.066615 [2020-11-13 01:19:51,950][root][INFO] - mean heading_cls_loss: 1.680816 [2020-11-13 01:19:51,951][root][INFO] - mean heading_reg_loss: 0.119483 [2020-11-13 01:19:51,951][root][INFO] - mean loss: 9.739441 [2020-11-13 01:19:51,951][root][INFO] - mean neg_ratio: 0.767474 [2020-11-13 01:19:51,951][root][INFO] - mean obj_acc: 0.899989 [2020-11-13 01:19:51,951][root][INFO] - mean objectness_loss: 0.076338 [2020-11-13 01:19:51,951][root][INFO] - mean pos_ratio: 0.091962 [2020-11-13 01:19:51,951][root][INFO] - mean sem_cls_loss: 0.661101 [2020-11-13 01:19:51,951][root][INFO] - mean size_cls_loss: 0.664481 [2020-11-13 01:19:51,951][root][INFO] - mean size_reg_loss: 0.032653 [2020-11-13 01:19:51,951][root][INFO] - mean vote_loss: 0.416384 [2020-11-13 01:20:06,805][root][INFO] - **** EPOCH 006 **** [2020-11-13 01:20:06,806][root][INFO] - Current learning rate: 0.001000 [2020-11-13 01:20:06,806][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 01:20:06,807][root][INFO] - 2020-11-13 01:20:06.806997 [2020-11-13 01:21:06,864][root][INFO] - ---- batch: 010 ---- [2020-11-13 01:21:06,871][root][INFO] - mean box_loss: 0.428380 [2020-11-13 01:21:06,871][root][INFO] - mean center_loss: 0.061002 [2020-11-13 01:21:06,871][root][INFO] - mean heading_cls_loss: 1.564977 [2020-11-13 01:21:06,871][root][INFO] - mean heading_reg_loss: 0.108468 [2020-11-13 01:21:06,871][root][INFO] - mean loss: 9.312648 [2020-11-13 01:21:06,871][root][INFO] - mean neg_ratio: 0.752112 [2020-11-13 01:21:06,871][root][INFO] - mean obj_acc: 0.902605 [2020-11-13 01:21:06,871][root][INFO] - mean objectness_loss: 0.078501 [2020-11-13 01:21:06,871][root][INFO] - mean pos_ratio: 0.101111 [2020-11-13 01:21:06,871][root][INFO] - mean sem_cls_loss: 0.695982 [2020-11-13 01:21:06,871][root][INFO] - mean size_cls_loss: 0.696755 [2020-11-13 01:21:06,871][root][INFO] - mean size_reg_loss: 0.032737 [2020-11-13 01:21:06,871][root][INFO] - mean vote_loss: 0.394036 [2020-11-13 01:22:01,519][root][INFO] - ---- batch: 020 ---- [2020-11-13 01:22:01,524][root][INFO] - mean box_loss: 0.427409 [2020-11-13 01:22:01,525][root][INFO] - mean center_loss: 0.063921 [2020-11-13 01:22:01,525][root][INFO] - mean heading_cls_loss: 1.534249 [2020-11-13 01:22:01,525][root][INFO] - mean heading_reg_loss: 0.111756 [2020-11-13 01:22:01,525][root][INFO] - mean loss: 9.478895 [2020-11-13 01:22:01,525][root][INFO] - mean neg_ratio: 0.750836 [2020-11-13 01:22:01,525][root][INFO] - mean obj_acc: 0.914974 [2020-11-13 01:22:01,525][root][INFO] - mean objectness_loss: 0.074684 [2020-11-13 01:22:01,525][root][INFO] - mean pos_ratio: 0.108154 [2020-11-13 01:22:01,525][root][INFO] - mean sem_cls_loss: 0.659576 [2020-11-13 01:22:01,525][root][INFO] - mean size_cls_loss: 0.660432 [2020-11-13 01:22:01,525][root][INFO] - mean size_reg_loss: 0.032263 [2020-11-13 01:22:01,525][root][INFO] - mean vote_loss: 0.417181 [2020-11-13 01:22:58,180][root][INFO] - ---- batch: 030 ---- [2020-11-13 01:22:58,186][root][INFO] - mean box_loss: 0.467877 [2020-11-13 01:22:58,186][root][INFO] - mean center_loss: 0.080831 [2020-11-13 01:22:58,186][root][INFO] - mean heading_cls_loss: 1.590028 [2020-11-13 01:22:58,186][root][INFO] - mean heading_reg_loss: 0.130371 [2020-11-13 01:22:58,186][root][INFO] - mean loss: 9.999767 [2020-11-13 01:22:58,186][root][INFO] - mean neg_ratio: 0.763123 [2020-11-13 01:22:58,186][root][INFO] - mean obj_acc: 0.896211 [2020-11-13 01:22:58,187][root][INFO] - mean objectness_loss: 0.075341 [2020-11-13 01:22:58,187][root][INFO] - mean pos_ratio: 0.098926 [2020-11-13 01:22:58,187][root][INFO] - mean sem_cls_loss: 0.638225 [2020-11-13 01:22:58,187][root][INFO] - mean size_cls_loss: 0.640569 [2020-11-13 01:22:58,187][root][INFO] - mean size_reg_loss: 0.033615 [2020-11-13 01:22:58,187][root][INFO] - mean vote_loss: 0.430607 [2020-11-13 01:23:53,483][root][INFO] - ---- batch: 040 ---- [2020-11-13 01:23:53,490][root][INFO] - mean box_loss: 0.441054 [2020-11-13 01:23:53,490][root][INFO] - mean center_loss: 0.071958 [2020-11-13 01:23:53,490][root][INFO] - mean heading_cls_loss: 1.568862 [2020-11-13 01:23:53,490][root][INFO] - mean heading_reg_loss: 0.121184 [2020-11-13 01:23:53,490][root][INFO] - mean loss: 9.446024 [2020-11-13 01:23:53,490][root][INFO] - mean neg_ratio: 0.751599 [2020-11-13 01:23:53,490][root][INFO] - mean obj_acc: 0.907990 [2020-11-13 01:23:53,490][root][INFO] - mean objectness_loss: 0.077058 [2020-11-13 01:23:53,490][root][INFO] - mean pos_ratio: 0.101343 [2020-11-13 01:23:53,490][root][INFO] - mean sem_cls_loss: 0.623755 [2020-11-13 01:23:53,490][root][INFO] - mean size_cls_loss: 0.627599 [2020-11-13 01:23:53,490][root][INFO] - mean size_reg_loss: 0.028266 [2020-11-13 01:23:53,490][root][INFO] - mean vote_loss: 0.402644 [2020-11-13 01:24:49,337][root][INFO] - ---- batch: 050 ---- [2020-11-13 01:24:49,343][root][INFO] - mean box_loss: 0.442745 [2020-11-13 01:24:49,343][root][INFO] - mean center_loss: 0.084007 [2020-11-13 01:24:49,343][root][INFO] - mean heading_cls_loss: 1.516797 [2020-11-13 01:24:49,343][root][INFO] - mean heading_reg_loss: 0.105899 [2020-11-13 01:24:49,343][root][INFO] - mean loss: 9.752184 [2020-11-13 01:24:49,343][root][INFO] - mean neg_ratio: 0.769617 [2020-11-13 01:24:49,343][root][INFO] - mean obj_acc: 0.901157 [2020-11-13 01:24:49,343][root][INFO] - mean objectness_loss: 0.075908 [2020-11-13 01:24:49,343][root][INFO] - mean pos_ratio: 0.091821 [2020-11-13 01:24:49,343][root][INFO] - mean sem_cls_loss: 0.687522 [2020-11-13 01:24:49,343][root][INFO] - mean size_cls_loss: 0.690002 [2020-11-13 01:24:49,343][root][INFO] - mean size_reg_loss: 0.032159 [2020-11-13 01:24:49,343][root][INFO] - mean vote_loss: 0.425768 [2020-11-13 01:25:47,226][root][INFO] - ---- batch: 060 ---- [2020-11-13 01:25:47,233][root][INFO] - mean box_loss: 0.455269 [2020-11-13 01:25:47,234][root][INFO] - mean center_loss: 0.079690 [2020-11-13 01:25:47,234][root][INFO] - mean heading_cls_loss: 1.515641 [2020-11-13 01:25:47,234][root][INFO] - mean heading_reg_loss: 0.121161 [2020-11-13 01:25:47,234][root][INFO] - mean loss: 10.198446 [2020-11-13 01:25:47,234][root][INFO] - mean neg_ratio: 0.780847 [2020-11-13 01:25:47,235][root][INFO] - mean obj_acc: 0.906211 [2020-11-13 01:25:47,235][root][INFO] - mean objectness_loss: 0.072748 [2020-11-13 01:25:47,235][root][INFO] - mean pos_ratio: 0.087823 [2020-11-13 01:25:47,235][root][INFO] - mean sem_cls_loss: 0.669961 [2020-11-13 01:25:47,235][root][INFO] - mean size_cls_loss: 0.673649 [2020-11-13 01:25:47,235][root][INFO] - mean size_reg_loss: 0.035488 [2020-11-13 01:25:47,235][root][INFO] - mean vote_loss: 0.461206 [2020-11-13 01:26:42,154][root][INFO] - ---- batch: 070 ---- [2020-11-13 01:26:42,168][root][INFO] - mean box_loss: 0.453335 [2020-11-13 01:26:42,169][root][INFO] - mean center_loss: 0.079847 [2020-11-13 01:26:42,169][root][INFO] - mean heading_cls_loss: 1.558483 [2020-11-13 01:26:42,169][root][INFO] - mean heading_reg_loss: 0.113391 [2020-11-13 01:26:42,170][root][INFO] - mean loss: 9.797171 [2020-11-13 01:26:42,170][root][INFO] - mean neg_ratio: 0.766077 [2020-11-13 01:26:42,170][root][INFO] - mean obj_acc: 0.912411 [2020-11-13 01:26:42,170][root][INFO] - mean objectness_loss: 0.072401 [2020-11-13 01:26:42,171][root][INFO] - mean pos_ratio: 0.090997 [2020-11-13 01:26:42,171][root][INFO] - mean sem_cls_loss: 0.669711 [2020-11-13 01:26:42,171][root][INFO] - mean size_cls_loss: 0.670136 [2020-11-13 01:26:42,171][root][INFO] - mean size_reg_loss: 0.037235 [2020-11-13 01:26:42,171][root][INFO] - mean vote_loss: 0.423210 [2020-11-13 01:27:37,621][root][INFO] - ---- batch: 080 ---- [2020-11-13 01:27:37,631][root][INFO] - mean box_loss: 0.448204 [2020-11-13 01:27:37,632][root][INFO] - mean center_loss: 0.065058 [2020-11-13 01:27:37,632][root][INFO] - mean heading_cls_loss: 1.621409 [2020-11-13 01:27:37,632][root][INFO] - mean heading_reg_loss: 0.110407 [2020-11-13 01:27:37,632][root][INFO] - mean loss: 9.936530 [2020-11-13 01:27:37,633][root][INFO] - mean neg_ratio: 0.779602 [2020-11-13 01:27:37,633][root][INFO] - mean obj_acc: 0.903254 [2020-11-13 01:27:37,633][root][INFO] - mean objectness_loss: 0.073522 [2020-11-13 01:27:37,633][root][INFO] - mean pos_ratio: 0.088574 [2020-11-13 01:27:37,633][root][INFO] - mean sem_cls_loss: 0.738995 [2020-11-13 01:27:37,633][root][INFO] - mean size_cls_loss: 0.746369 [2020-11-13 01:27:37,633][root][INFO] - mean size_reg_loss: 0.035962 [2020-11-13 01:27:37,633][root][INFO] - mean vote_loss: 0.434789 [2020-11-13 01:27:52,758][root][INFO] - **** EPOCH 007 **** [2020-11-13 01:27:52,759][root][INFO] - Current learning rate: 0.001000 [2020-11-13 01:27:52,759][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 01:27:52,759][root][INFO] - 2020-11-13 01:27:52.759535 [2020-11-13 01:28:53,252][root][INFO] - ---- batch: 010 ---- [2020-11-13 01:28:53,258][root][INFO] - mean box_loss: 0.445608 [2020-11-13 01:28:53,258][root][INFO] - mean center_loss: 0.061914 [2020-11-13 01:28:53,258][root][INFO] - mean heading_cls_loss: 1.551853 [2020-11-13 01:28:53,258][root][INFO] - mean heading_reg_loss: 0.131383 [2020-11-13 01:28:53,258][root][INFO] - mean loss: 9.639806 [2020-11-13 01:28:53,258][root][INFO] - mean neg_ratio: 0.751282 [2020-11-13 01:28:53,258][root][INFO] - mean obj_acc: 0.900914 [2020-11-13 01:28:53,258][root][INFO] - mean objectness_loss: 0.075487 [2020-11-13 01:28:53,258][root][INFO] - mean pos_ratio: 0.104651 [2020-11-13 01:28:53,258][root][INFO] - mean sem_cls_loss: 0.624523 [2020-11-13 01:28:53,259][root][INFO] - mean size_cls_loss: 0.624896 [2020-11-13 01:28:53,259][root][INFO] - mean size_reg_loss: 0.034636 [2020-11-13 01:28:53,259][root][INFO] - mean vote_loss: 0.418177 [2020-11-13 01:29:49,939][root][INFO] - ---- batch: 020 ---- [2020-11-13 01:29:49,945][root][INFO] - mean box_loss: 0.435017 [2020-11-13 01:29:49,945][root][INFO] - mean center_loss: 0.069658 [2020-11-13 01:29:49,945][root][INFO] - mean heading_cls_loss: 1.522376 [2020-11-13 01:29:49,945][root][INFO] - mean heading_reg_loss: 0.107693 [2020-11-13 01:29:49,946][root][INFO] - mean loss: 9.558847 [2020-11-13 01:29:49,946][root][INFO] - mean neg_ratio: 0.768634 [2020-11-13 01:29:49,946][root][INFO] - mean obj_acc: 0.880801 [2020-11-13 01:29:49,946][root][INFO] - mean objectness_loss: 0.086902 [2020-11-13 01:29:49,946][root][INFO] - mean pos_ratio: 0.095520 [2020-11-13 01:29:49,946][root][INFO] - mean sem_cls_loss: 0.687872 [2020-11-13 01:29:49,946][root][INFO] - mean size_cls_loss: 0.691836 [2020-11-13 01:29:49,946][root][INFO] - mean size_reg_loss: 0.036245 [2020-11-13 01:29:49,946][root][INFO] - mean vote_loss: 0.408630 [2020-11-13 01:30:44,976][root][INFO] - ---- batch: 030 ---- [2020-11-13 01:30:44,990][root][INFO] - mean box_loss: 0.444203 [2020-11-13 01:30:44,990][root][INFO] - mean center_loss: 0.075831 [2020-11-13 01:30:44,990][root][INFO] - mean heading_cls_loss: 1.473327 [2020-11-13 01:30:44,990][root][INFO] - mean heading_reg_loss: 0.121940 [2020-11-13 01:30:44,990][root][INFO] - mean loss: 9.779632 [2020-11-13 01:30:44,990][root][INFO] - mean neg_ratio: 0.765448 [2020-11-13 01:30:44,990][root][INFO] - mean obj_acc: 0.897815 [2020-11-13 01:30:44,990][root][INFO] - mean objectness_loss: 0.074244 [2020-11-13 01:30:44,990][root][INFO] - mean pos_ratio: 0.095599 [2020-11-13 01:30:44,990][root][INFO] - mean sem_cls_loss: 0.610535 [2020-11-13 01:30:44,990][root][INFO] - mean size_cls_loss: 0.611225 [2020-11-13 01:30:44,990][root][INFO] - mean size_reg_loss: 0.037977 [2020-11-13 01:30:44,991][root][INFO] - mean vote_loss: 0.435585 [2020-11-13 01:31:41,864][root][INFO] - ---- batch: 040 ---- [2020-11-13 01:31:41,870][root][INFO] - mean box_loss: 0.440195 [2020-11-13 01:31:41,870][root][INFO] - mean center_loss: 0.069072 [2020-11-13 01:31:41,870][root][INFO] - mean heading_cls_loss: 1.550561 [2020-11-13 01:31:41,870][root][INFO] - mean heading_reg_loss: 0.122658 [2020-11-13 01:31:41,870][root][INFO] - mean loss: 9.428157 [2020-11-13 01:31:41,870][root][INFO] - mean neg_ratio: 0.761255 [2020-11-13 01:31:41,870][root][INFO] - mean obj_acc: 0.898451 [2020-11-13 01:31:41,870][root][INFO] - mean objectness_loss: 0.074725 [2020-11-13 01:31:41,870][root][INFO] - mean pos_ratio: 0.096521 [2020-11-13 01:31:41,870][root][INFO] - mean sem_cls_loss: 0.625108 [2020-11-13 01:31:41,870][root][INFO] - mean size_cls_loss: 0.624248 [2020-11-13 01:31:41,871][root][INFO] - mean size_reg_loss: 0.030985 [2020-11-13 01:31:41,871][root][INFO] - mean vote_loss: 0.402747 [2020-11-13 01:32:39,145][root][INFO] - ---- batch: 050 ---- [2020-11-13 01:32:39,153][root][INFO] - mean box_loss: 0.431418 [2020-11-13 01:32:39,153][root][INFO] - mean center_loss: 0.062756 [2020-11-13 01:32:39,153][root][INFO] - mean heading_cls_loss: 1.598715 [2020-11-13 01:32:39,153][root][INFO] - mean heading_reg_loss: 0.121027 [2020-11-13 01:32:39,153][root][INFO] - mean loss: 9.320251 [2020-11-13 01:32:39,154][root][INFO] - mean neg_ratio: 0.765143 [2020-11-13 01:32:39,154][root][INFO] - mean obj_acc: 0.914555 [2020-11-13 01:32:39,154][root][INFO] - mean objectness_loss: 0.069797 [2020-11-13 01:32:39,154][root][INFO] - mean pos_ratio: 0.098627 [2020-11-13 01:32:39,154][root][INFO] - mean sem_cls_loss: 0.565558 [2020-11-13 01:32:39,154][root][INFO] - mean size_cls_loss: 0.564914 [2020-11-13 01:32:39,154][root][INFO] - mean size_reg_loss: 0.031272 [2020-11-13 01:32:39,154][root][INFO] - mean vote_loss: 0.409153 [2020-11-13 01:33:34,943][root][INFO] - ---- batch: 060 ---- [2020-11-13 01:33:34,949][root][INFO] - mean box_loss: 0.417379 [2020-11-13 01:33:34,949][root][INFO] - mean center_loss: 0.059448 [2020-11-13 01:33:34,949][root][INFO] - mean heading_cls_loss: 1.445542 [2020-11-13 01:33:34,950][root][INFO] - mean heading_reg_loss: 0.111147 [2020-11-13 01:33:34,950][root][INFO] - mean loss: 9.298155 [2020-11-13 01:33:34,950][root][INFO] - mean neg_ratio: 0.745923 [2020-11-13 01:33:34,950][root][INFO] - mean obj_acc: 0.912050 [2020-11-13 01:33:34,950][root][INFO] - mean objectness_loss: 0.076210 [2020-11-13 01:33:34,950][root][INFO] - mean pos_ratio: 0.107983 [2020-11-13 01:33:34,950][root][INFO] - mean sem_cls_loss: 0.694697 [2020-11-13 01:33:34,950][root][INFO] - mean size_cls_loss: 0.698139 [2020-11-13 01:33:34,950][root][INFO] - mean size_reg_loss: 0.032415 [2020-11-13 01:33:34,950][root][INFO] - mean vote_loss: 0.404862 [2020-11-13 01:34:28,154][root][INFO] - ---- batch: 070 ---- [2020-11-13 01:34:28,163][root][INFO] - mean box_loss: 0.431429 [2020-11-13 01:34:28,163][root][INFO] - mean center_loss: 0.070017 [2020-11-13 01:34:28,163][root][INFO] - mean heading_cls_loss: 1.483547 [2020-11-13 01:34:28,164][root][INFO] - mean heading_reg_loss: 0.119619 [2020-11-13 01:34:28,164][root][INFO] - mean loss: 9.248819 [2020-11-13 01:34:28,164][root][INFO] - mean neg_ratio: 0.758307 [2020-11-13 01:34:28,164][root][INFO] - mean obj_acc: 0.890910 [2020-11-13 01:34:28,164][root][INFO] - mean objectness_loss: 0.076621 [2020-11-13 01:34:28,164][root][INFO] - mean pos_ratio: 0.101874 [2020-11-13 01:34:28,164][root][INFO] - mean sem_cls_loss: 0.627105 [2020-11-13 01:34:28,164][root][INFO] - mean size_cls_loss: 0.631479 [2020-11-13 01:34:28,164][root][INFO] - mean size_reg_loss: 0.030291 [2020-11-13 01:34:28,164][root][INFO] - mean vote_loss: 0.392432 [2020-11-13 01:35:21,960][root][INFO] - ---- batch: 080 ---- [2020-11-13 01:35:21,968][root][INFO] - mean box_loss: 0.410173 [2020-11-13 01:35:21,969][root][INFO] - mean center_loss: 0.060146 [2020-11-13 01:35:21,969][root][INFO] - mean heading_cls_loss: 1.470678 [2020-11-13 01:35:21,969][root][INFO] - mean heading_reg_loss: 0.107567 [2020-11-13 01:35:21,969][root][INFO] - mean loss: 8.978436 [2020-11-13 01:35:21,970][root][INFO] - mean neg_ratio: 0.769995 [2020-11-13 01:35:21,970][root][INFO] - mean obj_acc: 0.906848 [2020-11-13 01:35:21,970][root][INFO] - mean objectness_loss: 0.070254 [2020-11-13 01:35:21,970][root][INFO] - mean pos_ratio: 0.098224 [2020-11-13 01:35:21,970][root][INFO] - mean sem_cls_loss: 0.592180 [2020-11-13 01:35:21,970][root][INFO] - mean size_cls_loss: 0.593269 [2020-11-13 01:35:21,970][root][INFO] - mean size_reg_loss: 0.036066 [2020-11-13 01:35:21,970][root][INFO] - mean vote_loss: 0.393325 [2020-11-13 01:35:36,404][root][INFO] - **** EPOCH 008 **** [2020-11-13 01:35:36,405][root][INFO] - Current learning rate: 0.001000 [2020-11-13 01:35:36,405][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 01:35:36,405][root][INFO] - 2020-11-13 01:35:36.405590 [2020-11-13 01:36:37,747][root][INFO] - ---- batch: 010 ---- [2020-11-13 01:36:37,755][root][INFO] - mean box_loss: 0.398896 [2020-11-13 01:36:37,755][root][INFO] - mean center_loss: 0.067970 [2020-11-13 01:36:37,755][root][INFO] - mean heading_cls_loss: 1.374570 [2020-11-13 01:36:37,755][root][INFO] - mean heading_reg_loss: 0.098817 [2020-11-13 01:36:37,755][root][INFO] - mean loss: 8.933089 [2020-11-13 01:36:37,755][root][INFO] - mean neg_ratio: 0.757959 [2020-11-13 01:36:37,755][root][INFO] - mean obj_acc: 0.915635 [2020-11-13 01:36:37,755][root][INFO] - mean objectness_loss: 0.074322 [2020-11-13 01:36:37,755][root][INFO] - mean pos_ratio: 0.098663 [2020-11-13 01:36:37,755][root][INFO] - mean sem_cls_loss: 0.615566 [2020-11-13 01:36:37,755][root][INFO] - mean size_cls_loss: 0.614938 [2020-11-13 01:36:37,755][root][INFO] - mean size_reg_loss: 0.033158 [2020-11-13 01:36:37,755][root][INFO] - mean vote_loss: 0.395695 [2020-11-13 01:37:32,576][root][INFO] - ---- batch: 020 ---- [2020-11-13 01:37:32,581][root][INFO] - mean box_loss: 0.409257 [2020-11-13 01:37:32,581][root][INFO] - mean center_loss: 0.064766 [2020-11-13 01:37:32,581][root][INFO] - mean heading_cls_loss: 1.388180 [2020-11-13 01:37:32,581][root][INFO] - mean heading_reg_loss: 0.113302 [2020-11-13 01:37:32,581][root][INFO] - mean loss: 8.933835 [2020-11-13 01:37:32,581][root][INFO] - mean neg_ratio: 0.761572 [2020-11-13 01:37:32,581][root][INFO] - mean obj_acc: 0.907655 [2020-11-13 01:37:32,581][root][INFO] - mean objectness_loss: 0.073052 [2020-11-13 01:37:32,581][root][INFO] - mean pos_ratio: 0.099152 [2020-11-13 01:37:32,581][root][INFO] - mean sem_cls_loss: 0.603500 [2020-11-13 01:37:32,582][root][INFO] - mean size_cls_loss: 0.601956 [2020-11-13 01:37:32,582][root][INFO] - mean size_reg_loss: 0.032176 [2020-11-13 01:37:32,582][root][INFO] - mean vote_loss: 0.387251 [2020-11-13 01:38:28,178][root][INFO] - ---- batch: 030 ---- [2020-11-13 01:38:28,184][root][INFO] - mean box_loss: 0.410192 [2020-11-13 01:38:28,184][root][INFO] - mean center_loss: 0.064560 [2020-11-13 01:38:28,184][root][INFO] - mean heading_cls_loss: 1.408307 [2020-11-13 01:38:28,184][root][INFO] - mean heading_reg_loss: 0.106950 [2020-11-13 01:38:28,184][root][INFO] - mean loss: 8.956495 [2020-11-13 01:38:28,184][root][INFO] - mean neg_ratio: 0.770679 [2020-11-13 01:38:28,184][root][INFO] - mean obj_acc: 0.904001 [2020-11-13 01:38:28,185][root][INFO] - mean objectness_loss: 0.071949 [2020-11-13 01:38:28,185][root][INFO] - mean pos_ratio: 0.092804 [2020-11-13 01:38:28,185][root][INFO] - mean sem_cls_loss: 0.609950 [2020-11-13 01:38:28,185][root][INFO] - mean size_cls_loss: 0.608925 [2020-11-13 01:38:28,185][root][INFO] - mean size_reg_loss: 0.036958 [2020-11-13 01:38:28,185][root][INFO] - mean vote_loss: 0.388488 [2020-11-13 01:39:24,354][root][INFO] - ---- batch: 040 ---- [2020-11-13 01:39:24,360][root][INFO] - mean box_loss: 0.418743 [2020-11-13 01:39:24,360][root][INFO] - mean center_loss: 0.074596 [2020-11-13 01:39:24,360][root][INFO] - mean heading_cls_loss: 1.433455 [2020-11-13 01:39:24,360][root][INFO] - mean heading_reg_loss: 0.111760 [2020-11-13 01:39:24,360][root][INFO] - mean loss: 9.146725 [2020-11-13 01:39:24,360][root][INFO] - mean neg_ratio: 0.766974 [2020-11-13 01:39:24,360][root][INFO] - mean obj_acc: 0.914738 [2020-11-13 01:39:24,361][root][INFO] - mean objectness_loss: 0.072142 [2020-11-13 01:39:24,361][root][INFO] - mean pos_ratio: 0.097534 [2020-11-13 01:39:24,361][root][INFO] - mean sem_cls_loss: 0.591594 [2020-11-13 01:39:24,361][root][INFO] - mean size_cls_loss: 0.586040 [2020-11-13 01:39:24,361][root][INFO] - mean size_reg_loss: 0.030438 [2020-11-13 01:39:24,361][root][INFO] - mean vote_loss: 0.400699 [2020-11-13 01:40:21,061][root][INFO] - ---- batch: 050 ---- [2020-11-13 01:40:21,068][root][INFO] - mean box_loss: 0.400513 [2020-11-13 01:40:21,069][root][INFO] - mean center_loss: 0.067324 [2020-11-13 01:40:21,069][root][INFO] - mean heading_cls_loss: 1.413832 [2020-11-13 01:40:21,069][root][INFO] - mean heading_reg_loss: 0.101821 [2020-11-13 01:40:21,070][root][INFO] - mean loss: 9.150068 [2020-11-13 01:40:21,070][root][INFO] - mean neg_ratio: 0.771472 [2020-11-13 01:40:21,070][root][INFO] - mean obj_acc: 0.905596 [2020-11-13 01:40:21,070][root][INFO] - mean objectness_loss: 0.071577 [2020-11-13 01:40:21,070][root][INFO] - mean pos_ratio: 0.096167 [2020-11-13 01:40:21,070][root][INFO] - mean sem_cls_loss: 0.569287 [2020-11-13 01:40:21,070][root][INFO] - mean size_cls_loss: 0.571826 [2020-11-13 01:40:21,070][root][INFO] - mean size_reg_loss: 0.032802 [2020-11-13 01:40:21,070][root][INFO] - mean vote_loss: 0.421777 [2020-11-13 01:41:17,068][root][INFO] - ---- batch: 060 ---- [2020-11-13 01:41:17,076][root][INFO] - mean box_loss: 0.401903 [2020-11-13 01:41:17,077][root][INFO] - mean center_loss: 0.057455 [2020-11-13 01:41:17,077][root][INFO] - mean heading_cls_loss: 1.403048 [2020-11-13 01:41:17,077][root][INFO] - mean heading_reg_loss: 0.114425 [2020-11-13 01:41:17,077][root][INFO] - mean loss: 8.760838 [2020-11-13 01:41:17,077][root][INFO] - mean neg_ratio: 0.764355 [2020-11-13 01:41:17,078][root][INFO] - mean obj_acc: 0.920379 [2020-11-13 01:41:17,078][root][INFO] - mean objectness_loss: 0.068250 [2020-11-13 01:41:17,078][root][INFO] - mean pos_ratio: 0.104395 [2020-11-13 01:41:17,078][root][INFO] - mean sem_cls_loss: 0.589573 [2020-11-13 01:41:17,078][root][INFO] - mean size_cls_loss: 0.591752 [2020-11-13 01:41:17,078][root][INFO] - mean size_reg_loss: 0.030543 [2020-11-13 01:41:17,078][root][INFO] - mean vote_loss: 0.381099 [2020-11-13 01:42:12,314][root][INFO] - ---- batch: 070 ---- [2020-11-13 01:42:12,322][root][INFO] - mean box_loss: 0.429227 [2020-11-13 01:42:12,323][root][INFO] - mean center_loss: 0.076282 [2020-11-13 01:42:12,323][root][INFO] - mean heading_cls_loss: 1.377488 [2020-11-13 01:42:12,323][root][INFO] - mean heading_reg_loss: 0.112881 [2020-11-13 01:42:12,323][root][INFO] - mean loss: 9.615406 [2020-11-13 01:42:12,323][root][INFO] - mean neg_ratio: 0.773480 [2020-11-13 01:42:12,323][root][INFO] - mean obj_acc: 0.904020 [2020-11-13 01:42:12,323][root][INFO] - mean objectness_loss: 0.074941 [2020-11-13 01:42:12,323][root][INFO] - mean pos_ratio: 0.094257 [2020-11-13 01:42:12,323][root][INFO] - mean sem_cls_loss: 0.686484 [2020-11-13 01:42:12,323][root][INFO] - mean size_cls_loss: 0.686982 [2020-11-13 01:42:12,323][root][INFO] - mean size_reg_loss: 0.033617 [2020-11-13 01:42:12,323][root][INFO] - mean vote_loss: 0.426195 [2020-11-13 01:43:08,644][root][INFO] - ---- batch: 080 ---- [2020-11-13 01:43:08,652][root][INFO] - mean box_loss: 0.431189 [2020-11-13 01:43:08,653][root][INFO] - mean center_loss: 0.067946 [2020-11-13 01:43:08,654][root][INFO] - mean heading_cls_loss: 1.437132 [2020-11-13 01:43:08,654][root][INFO] - mean heading_reg_loss: 0.122443 [2020-11-13 01:43:08,654][root][INFO] - mean loss: 9.560492 [2020-11-13 01:43:08,654][root][INFO] - mean neg_ratio: 0.755273 [2020-11-13 01:43:08,654][root][INFO] - mean obj_acc: 0.905924 [2020-11-13 01:43:08,654][root][INFO] - mean objectness_loss: 0.077422 [2020-11-13 01:43:08,654][root][INFO] - mean pos_ratio: 0.106354 [2020-11-13 01:43:08,654][root][INFO] - mean sem_cls_loss: 0.626020 [2020-11-13 01:43:08,654][root][INFO] - mean size_cls_loss: 0.628486 [2020-11-13 01:43:08,654][root][INFO] - mean size_reg_loss: 0.034238 [2020-11-13 01:43:08,654][root][INFO] - mean vote_loss: 0.423547 [2020-11-13 01:43:23,769][root][INFO] - **** EPOCH 009 **** [2020-11-13 01:43:23,770][root][INFO] - Current learning rate: 0.001000 [2020-11-13 01:43:23,770][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 01:43:23,770][root][INFO] - 2020-11-13 01:43:23.770552 [2020-11-13 01:44:26,008][root][INFO] - ---- batch: 010 ---- [2020-11-13 01:44:26,015][root][INFO] - mean box_loss: 0.417765 [2020-11-13 01:44:26,015][root][INFO] - mean center_loss: 0.071434 [2020-11-13 01:44:26,015][root][INFO] - mean heading_cls_loss: 1.445604 [2020-11-13 01:44:26,016][root][INFO] - mean heading_reg_loss: 0.106634 [2020-11-13 01:44:26,016][root][INFO] - mean loss: 9.119214 [2020-11-13 01:44:26,016][root][INFO] - mean neg_ratio: 0.749799 [2020-11-13 01:44:26,016][root][INFO] - mean obj_acc: 0.901449 [2020-11-13 01:44:26,016][root][INFO] - mean objectness_loss: 0.075833 [2020-11-13 01:44:26,016][root][INFO] - mean pos_ratio: 0.109692 [2020-11-13 01:44:26,016][root][INFO] - mean sem_cls_loss: 0.624698 [2020-11-13 01:44:26,016][root][INFO] - mean size_cls_loss: 0.623345 [2020-11-13 01:44:26,016][root][INFO] - mean size_reg_loss: 0.032802 [2020-11-13 01:44:26,016][root][INFO] - mean vote_loss: 0.393770 [2020-11-13 01:45:22,116][root][INFO] - ---- batch: 020 ---- [2020-11-13 01:45:22,123][root][INFO] - mean box_loss: 0.395648 [2020-11-13 01:45:22,123][root][INFO] - mean center_loss: 0.063577 [2020-11-13 01:45:22,123][root][INFO] - mean heading_cls_loss: 1.396046 [2020-11-13 01:45:22,123][root][INFO] - mean heading_reg_loss: 0.106038 [2020-11-13 01:45:22,123][root][INFO] - mean loss: 8.724969 [2020-11-13 01:45:22,123][root][INFO] - mean neg_ratio: 0.769196 [2020-11-13 01:45:22,123][root][INFO] - mean obj_acc: 0.909439 [2020-11-13 01:45:22,123][root][INFO] - mean objectness_loss: 0.073577 [2020-11-13 01:45:22,123][root][INFO] - mean pos_ratio: 0.097858 [2020-11-13 01:45:22,123][root][INFO] - mean sem_cls_loss: 0.523098 [2020-11-13 01:45:22,123][root][INFO] - mean size_cls_loss: 0.524762 [2020-11-13 01:45:22,123][root][INFO] - mean size_reg_loss: 0.033952 [2020-11-13 01:45:22,123][root][INFO] - mean vote_loss: 0.387751 [2020-11-13 01:46:19,657][root][INFO] - ---- batch: 030 ---- [2020-11-13 01:46:19,662][root][INFO] - mean box_loss: 0.387563 [2020-11-13 01:46:19,662][root][INFO] - mean center_loss: 0.067147 [2020-11-13 01:46:19,662][root][INFO] - mean heading_cls_loss: 1.301906 [2020-11-13 01:46:19,662][root][INFO] - mean heading_reg_loss: 0.105285 [2020-11-13 01:46:19,663][root][INFO] - mean loss: 8.669172 [2020-11-13 01:46:19,663][root][INFO] - mean neg_ratio: 0.767712 [2020-11-13 01:46:19,663][root][INFO] - mean obj_acc: 0.917332 [2020-11-13 01:46:19,663][root][INFO] - mean objectness_loss: 0.067357 [2020-11-13 01:46:19,663][root][INFO] - mean pos_ratio: 0.098108 [2020-11-13 01:46:19,663][root][INFO] - mean sem_cls_loss: 0.547504 [2020-11-13 01:46:19,663][root][INFO] - mean size_cls_loss: 0.552078 [2020-11-13 01:46:19,663][root][INFO] - mean size_reg_loss: 0.029733 [2020-11-13 01:46:19,663][root][INFO] - mean vote_loss: 0.390925 [2020-11-13 01:47:16,727][root][INFO] - ---- batch: 040 ---- [2020-11-13 01:47:16,734][root][INFO] - mean box_loss: 0.407948 [2020-11-13 01:47:16,735][root][INFO] - mean center_loss: 0.067226 [2020-11-13 01:47:16,735][root][INFO] - mean heading_cls_loss: 1.444587 [2020-11-13 01:47:16,735][root][INFO] - mean heading_reg_loss: 0.106997 [2020-11-13 01:47:16,735][root][INFO] - mean loss: 9.030037 [2020-11-13 01:47:16,735][root][INFO] - mean neg_ratio: 0.763342 [2020-11-13 01:47:16,735][root][INFO] - mean obj_acc: 0.906891 [2020-11-13 01:47:16,735][root][INFO] - mean objectness_loss: 0.073674 [2020-11-13 01:47:16,735][root][INFO] - mean pos_ratio: 0.100952 [2020-11-13 01:47:16,735][root][INFO] - mean sem_cls_loss: 0.574612 [2020-11-13 01:47:16,735][root][INFO] - mean size_cls_loss: 0.572313 [2020-11-13 01:47:16,735][root][INFO] - mean size_reg_loss: 0.032034 [2020-11-13 01:47:16,735][root][INFO] - mean vote_loss: 0.400758 [2020-11-13 01:48:12,655][root][INFO] - ---- batch: 050 ---- [2020-11-13 01:48:12,662][root][INFO] - mean box_loss: 0.388345 [2020-11-13 01:48:12,662][root][INFO] - mean center_loss: 0.064182 [2020-11-13 01:48:12,662][root][INFO] - mean heading_cls_loss: 1.351253 [2020-11-13 01:48:12,662][root][INFO] - mean heading_reg_loss: 0.101317 [2020-11-13 01:48:12,662][root][INFO] - mean loss: 8.601615 [2020-11-13 01:48:12,663][root][INFO] - mean neg_ratio: 0.750507 [2020-11-13 01:48:12,663][root][INFO] - mean obj_acc: 0.897162 [2020-11-13 01:48:12,663][root][INFO] - mean objectness_loss: 0.076371 [2020-11-13 01:48:12,663][root][INFO] - mean pos_ratio: 0.109802 [2020-11-13 01:48:12,663][root][INFO] - mean sem_cls_loss: 0.581939 [2020-11-13 01:48:12,663][root][INFO] - mean size_cls_loss: 0.580677 [2020-11-13 01:48:12,663][root][INFO] - mean size_reg_loss: 0.029654 [2020-11-13 01:48:12,663][root][INFO] - mean vote_loss: 0.375437 [2020-11-13 01:49:09,117][root][INFO] - ---- batch: 060 ---- [2020-11-13 01:49:09,125][root][INFO] - mean box_loss: 0.396482 [2020-11-13 01:49:09,126][root][INFO] - mean center_loss: 0.064738 [2020-11-13 01:49:09,126][root][INFO] - mean heading_cls_loss: 1.344246 [2020-11-13 01:49:09,127][root][INFO] - mean heading_reg_loss: 0.109082 [2020-11-13 01:49:09,127][root][INFO] - mean loss: 8.841692 [2020-11-13 01:49:09,127][root][INFO] - mean neg_ratio: 0.779059 [2020-11-13 01:49:09,127][root][INFO] - mean obj_acc: 0.899241 [2020-11-13 01:49:09,127][root][INFO] - mean objectness_loss: 0.072086 [2020-11-13 01:49:09,127][root][INFO] - mean pos_ratio: 0.094403 [2020-11-13 01:49:09,127][root][INFO] - mean sem_cls_loss: 0.590707 [2020-11-13 01:49:09,127][root][INFO] - mean size_cls_loss: 0.586976 [2020-11-13 01:49:09,127][root][INFO] - mean size_reg_loss: 0.029540 [2020-11-13 01:49:09,127][root][INFO] - mean vote_loss: 0.392573 [2020-11-13 01:50:04,291][root][INFO] - ---- batch: 070 ---- [2020-11-13 01:50:04,299][root][INFO] - mean box_loss: 0.378934 [2020-11-13 01:50:04,299][root][INFO] - mean center_loss: 0.066936 [2020-11-13 01:50:04,299][root][INFO] - mean heading_cls_loss: 1.217310 [2020-11-13 01:50:04,300][root][INFO] - mean heading_reg_loss: 0.099413 [2020-11-13 01:50:04,300][root][INFO] - mean loss: 8.496224 [2020-11-13 01:50:04,300][root][INFO] - mean neg_ratio: 0.768097 [2020-11-13 01:50:04,300][root][INFO] - mean obj_acc: 0.914281 [2020-11-13 01:50:04,300][root][INFO] - mean objectness_loss: 0.072822 [2020-11-13 01:50:04,300][root][INFO] - mean pos_ratio: 0.101587 [2020-11-13 01:50:04,300][root][INFO] - mean sem_cls_loss: 0.561554 [2020-11-13 01:50:04,300][root][INFO] - mean size_cls_loss: 0.562047 [2020-11-13 01:50:04,300][root][INFO] - mean size_reg_loss: 0.034650 [2020-11-13 01:50:04,300][root][INFO] - mean vote_loss: 0.378122 [2020-11-13 01:50:58,561][root][INFO] - ---- batch: 080 ---- [2020-11-13 01:50:58,569][root][INFO] - mean box_loss: 0.431387 [2020-11-13 01:50:58,571][root][INFO] - mean center_loss: 0.084094 [2020-11-13 01:50:58,571][root][INFO] - mean heading_cls_loss: 1.419710 [2020-11-13 01:50:58,572][root][INFO] - mean heading_reg_loss: 0.109717 [2020-11-13 01:50:58,572][root][INFO] - mean loss: 9.333829 [2020-11-13 01:50:58,572][root][INFO] - mean neg_ratio: 0.777020 [2020-11-13 01:50:58,572][root][INFO] - mean obj_acc: 0.909568 [2020-11-13 01:50:58,572][root][INFO] - mean objectness_loss: 0.073949 [2020-11-13 01:50:58,572][root][INFO] - mean pos_ratio: 0.098743 [2020-11-13 01:50:58,572][root][INFO] - mean sem_cls_loss: 0.617630 [2020-11-13 01:50:58,572][root][INFO] - mean size_cls_loss: 0.618254 [2020-11-13 01:50:58,572][root][INFO] - mean size_reg_loss: 0.033780 [2020-11-13 01:50:58,572][root][INFO] - mean vote_loss: 0.403258 [2020-11-13 01:51:12,394][root][INFO] - Eval batch: 0 [2020-11-13 01:51:14,586][root][INFO] - Eval batch: 10 [2020-11-13 01:51:16,520][root][INFO] - Eval batch: 20 [2020-11-13 01:51:18,403][root][INFO] - Eval batch: 30 [2020-11-13 01:51:20,268][root][INFO] - Eval batch: 40 [2020-11-13 01:51:22,090][root][INFO] - Eval batch: 50 [2020-11-13 01:51:24,055][root][INFO] - Eval batch: 60 [2020-11-13 01:51:25,902][root][INFO] - Eval batch: 70 [2020-11-13 01:51:27,817][root][INFO] - Eval batch: 80 [2020-11-13 01:51:29,698][root][INFO] - Eval batch: 90 [2020-11-13 01:51:31,652][root][INFO] - Eval batch: 100 [2020-11-13 01:51:33,500][root][INFO] - Eval batch: 110 [2020-11-13 01:51:35,458][root][INFO] - Eval batch: 120 [2020-11-13 01:51:37,348][root][INFO] - Eval batch: 130 [2020-11-13 01:51:39,255][root][INFO] - Eval batch: 140 [2020-11-13 01:51:41,158][root][INFO] - Eval batch: 150 [2020-11-13 01:51:43,015][root][INFO] - Eval batch: 160 [2020-11-13 01:51:45,061][root][INFO] - Eval batch: 170 [2020-11-13 01:51:47,107][root][INFO] - Eval batch: 180 [2020-11-13 01:51:49,098][root][INFO] - Eval batch: 190 [2020-11-13 01:51:51,000][root][INFO] - Eval batch: 200 [2020-11-13 01:51:52,800][root][INFO] - Eval batch: 210 [2020-11-13 01:51:54,675][root][INFO] - Eval batch: 220 [2020-11-13 01:51:56,558][root][INFO] - Eval batch: 230 [2020-11-13 01:51:58,473][root][INFO] - Eval batch: 240 [2020-11-13 01:52:00,349][root][INFO] - Eval batch: 250 [2020-11-13 01:52:02,293][root][INFO] - 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Eval batch: 4940 [2020-11-13 02:07:23,881][root][INFO] - Eval batch: 4950 [2020-11-13 02:07:25,914][root][INFO] - Eval batch: 4960 [2020-11-13 02:07:27,869][root][INFO] - Eval batch: 4970 [2020-11-13 02:07:29,789][root][INFO] - Eval batch: 4980 [2020-11-13 02:07:31,719][root][INFO] - Eval batch: 4990 [2020-11-13 02:07:33,722][root][INFO] - Eval batch: 5000 [2020-11-13 02:07:35,704][root][INFO] - Eval batch: 5010 [2020-11-13 02:07:37,794][root][INFO] - Eval batch: 5020 [2020-11-13 02:07:39,776][root][INFO] - Eval batch: 5030 [2020-11-13 02:07:41,730][root][INFO] - Eval batch: 5040 [2020-11-13 02:07:43,901][root][INFO] - eval mean box_loss: 0.365284 [2020-11-13 02:07:43,902][root][INFO] - eval mean center_loss: 0.065401 [2020-11-13 02:07:43,903][root][INFO] - eval mean heading_cls_loss: 1.213487 [2020-11-13 02:07:43,903][root][INFO] - eval mean heading_reg_loss: 0.084727 [2020-11-13 02:07:43,903][root][INFO] - eval mean loss: 7.765168 [2020-11-13 02:07:43,904][root][INFO] - eval mean neg_ratio: 0.740299 [2020-11-13 02:07:43,904][root][INFO] - eval mean obj_acc: 0.910732 [2020-11-13 02:07:43,905][root][INFO] - eval mean objectness_loss: 0.087509 [2020-11-13 02:07:43,905][root][INFO] - eval mean pos_ratio: 0.111212 [2020-11-13 02:07:43,905][root][INFO] - eval mean sem_cls_loss: 0.614186 [2020-11-13 02:07:43,906][root][INFO] - eval mean size_cls_loss: 0.616997 [2020-11-13 02:07:43,906][root][INFO] - eval mean size_reg_loss: 0.032107 [2020-11-13 02:07:43,907][root][INFO] - eval mean vote_loss: 0.306060 [2020-11-13 02:09:00,890][root][INFO] - eval bed Average Precision: 0.269717 [2020-11-13 02:09:00,906][root][INFO] - eval table Average Precision: 0.028381 [2020-11-13 02:09:00,907][root][INFO] - eval sofa Average Precision: 0.149423 [2020-11-13 02:09:00,907][root][INFO] - eval chair Average Precision: 0.166858 [2020-11-13 02:09:00,907][root][INFO] - eval toilet Average Precision: 0.043674 [2020-11-13 02:09:00,907][root][INFO] - eval desk Average Precision: 0.010335 [2020-11-13 02:09:00,907][root][INFO] - eval dresser Average Precision: 0.000204 [2020-11-13 02:09:00,907][root][INFO] - eval night_stand Average Precision: 0.012267 [2020-11-13 02:09:00,907][root][INFO] - eval bookshelf Average Precision: 0.004997 [2020-11-13 02:09:00,907][root][INFO] - eval bathtub Average Precision: 0.083635 [2020-11-13 02:09:00,907][root][INFO] - eval mAP: 0.076949 [2020-11-13 02:09:00,908][root][INFO] - eval bed Recall: 0.430939 [2020-11-13 02:09:00,908][root][INFO] - eval table Recall: 0.181595 [2020-11-13 02:09:00,908][root][INFO] - eval sofa Recall: 0.350548 [2020-11-13 02:09:00,908][root][INFO] - eval chair Recall: 0.375172 [2020-11-13 02:09:00,908][root][INFO] - eval toilet Recall: 0.278146 [2020-11-13 02:09:00,908][root][INFO] - eval desk Recall: 0.122971 [2020-11-13 02:09:00,908][root][INFO] - eval dresser Recall: 0.083333 [2020-11-13 02:09:00,908][root][INFO] - eval night_stand Recall: 0.220472 [2020-11-13 02:09:00,908][root][INFO] - eval bookshelf Recall: 0.046823 [2020-11-13 02:09:00,908][root][INFO] - eval bathtub Recall: 0.250000 [2020-11-13 02:09:00,908][root][INFO] - eval AR: 0.234000 [2020-11-13 02:09:00,909][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 02:09:02,632][root][INFO] - **** EPOCH 010 **** [2020-11-13 02:09:02,633][root][INFO] - Current learning rate: 0.001000 [2020-11-13 02:09:02,633][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 02:09:02,633][root][INFO] - 2020-11-13 02:09:02.633881 [2020-11-13 02:10:02,817][root][INFO] - ---- batch: 010 ---- [2020-11-13 02:10:02,823][root][INFO] - mean box_loss: 0.382352 [2020-11-13 02:10:02,823][root][INFO] - mean center_loss: 0.061325 [2020-11-13 02:10:02,823][root][INFO] - mean heading_cls_loss: 1.354722 [2020-11-13 02:10:02,824][root][INFO] - mean heading_reg_loss: 0.100335 [2020-11-13 02:10:02,824][root][INFO] - mean loss: 8.694212 [2020-11-13 02:10:02,824][root][INFO] - mean neg_ratio: 0.742584 [2020-11-13 02:10:02,824][root][INFO] - mean obj_acc: 0.907552 [2020-11-13 02:10:02,824][root][INFO] - mean objectness_loss: 0.074617 [2020-11-13 02:10:02,824][root][INFO] - mean pos_ratio: 0.110443 [2020-11-13 02:10:02,824][root][INFO] - mean sem_cls_loss: 0.552583 [2020-11-13 02:10:02,824][root][INFO] - mean size_cls_loss: 0.555196 [2020-11-13 02:10:02,824][root][INFO] - mean size_reg_loss: 0.029701 [2020-11-13 02:10:02,824][root][INFO] - mean vote_loss: 0.394502 [2020-11-13 02:10:57,158][root][INFO] - ---- batch: 020 ---- [2020-11-13 02:10:57,164][root][INFO] - mean box_loss: 0.386550 [2020-11-13 02:10:57,164][root][INFO] - mean center_loss: 0.067753 [2020-11-13 02:10:57,164][root][INFO] - mean heading_cls_loss: 1.268014 [2020-11-13 02:10:57,164][root][INFO] - mean heading_reg_loss: 0.099303 [2020-11-13 02:10:57,164][root][INFO] - mean loss: 8.792949 [2020-11-13 02:10:57,164][root][INFO] - mean neg_ratio: 0.750873 [2020-11-13 02:10:57,164][root][INFO] - mean obj_acc: 0.892139 [2020-11-13 02:10:57,164][root][INFO] - mean objectness_loss: 0.076361 [2020-11-13 02:10:57,164][root][INFO] - mean pos_ratio: 0.108484 [2020-11-13 02:10:57,165][root][INFO] - mean sem_cls_loss: 0.573374 [2020-11-13 02:10:57,165][root][INFO] - mean size_cls_loss: 0.575899 [2020-11-13 02:10:57,165][root][INFO] - mean size_reg_loss: 0.035103 [2020-11-13 02:10:57,165][root][INFO] - mean vote_loss: 0.397227 [2020-11-13 02:11:52,992][root][INFO] - ---- batch: 030 ---- [2020-11-13 02:11:52,998][root][INFO] - mean box_loss: 0.388885 [2020-11-13 02:11:52,998][root][INFO] - mean center_loss: 0.057977 [2020-11-13 02:11:52,998][root][INFO] - mean heading_cls_loss: 1.365368 [2020-11-13 02:11:52,998][root][INFO] - mean heading_reg_loss: 0.104720 [2020-11-13 02:11:52,998][root][INFO] - mean loss: 8.562089 [2020-11-13 02:11:52,999][root][INFO] - mean neg_ratio: 0.760687 [2020-11-13 02:11:52,999][root][INFO] - mean obj_acc: 0.899407 [2020-11-13 02:11:52,999][root][INFO] - mean objectness_loss: 0.072226 [2020-11-13 02:11:52,999][root][INFO] - mean pos_ratio: 0.104907 [2020-11-13 02:11:52,999][root][INFO] - mean sem_cls_loss: 0.547345 [2020-11-13 02:11:52,999][root][INFO] - mean size_cls_loss: 0.548437 [2020-11-13 02:11:52,999][root][INFO] - mean size_reg_loss: 0.034808 [2020-11-13 02:11:52,999][root][INFO] - mean vote_loss: 0.376477 [2020-11-13 02:12:47,861][root][INFO] - ---- batch: 040 ---- [2020-11-13 02:12:47,872][root][INFO] - mean box_loss: 0.368886 [2020-11-13 02:12:47,872][root][INFO] - mean center_loss: 0.058182 [2020-11-13 02:12:47,872][root][INFO] - mean heading_cls_loss: 1.238112 [2020-11-13 02:12:47,872][root][INFO] - mean heading_reg_loss: 0.100719 [2020-11-13 02:12:47,872][root][INFO] - mean loss: 8.437307 [2020-11-13 02:12:47,872][root][INFO] - mean neg_ratio: 0.743396 [2020-11-13 02:12:47,872][root][INFO] - mean obj_acc: 0.910761 [2020-11-13 02:12:47,872][root][INFO] - mean objectness_loss: 0.075293 [2020-11-13 02:12:47,872][root][INFO] - mean pos_ratio: 0.116669 [2020-11-13 02:12:47,872][root][INFO] - mean sem_cls_loss: 0.561165 [2020-11-13 02:12:47,872][root][INFO] - mean size_cls_loss: 0.560859 [2020-11-13 02:12:47,872][root][INFO] - mean size_reg_loss: 0.030089 [2020-11-13 02:12:47,873][root][INFO] - mean vote_loss: 0.381082 [2020-11-13 02:13:43,967][root][INFO] - ---- batch: 050 ---- [2020-11-13 02:13:43,974][root][INFO] - mean box_loss: 0.382825 [2020-11-13 02:13:43,976][root][INFO] - mean center_loss: 0.061939 [2020-11-13 02:13:43,976][root][INFO] - mean heading_cls_loss: 1.313086 [2020-11-13 02:13:43,976][root][INFO] - mean heading_reg_loss: 0.104458 [2020-11-13 02:13:43,976][root][INFO] - mean loss: 8.661789 [2020-11-13 02:13:43,976][root][INFO] - mean neg_ratio: 0.761719 [2020-11-13 02:13:43,976][root][INFO] - mean obj_acc: 0.896743 [2020-11-13 02:13:43,976][root][INFO] - mean objectness_loss: 0.075304 [2020-11-13 02:13:43,976][root][INFO] - mean pos_ratio: 0.106519 [2020-11-13 02:13:43,976][root][INFO] - mean sem_cls_loss: 0.545383 [2020-11-13 02:13:43,976][root][INFO] - mean size_cls_loss: 0.548017 [2020-11-13 02:13:43,976][root][INFO] - mean size_reg_loss: 0.030318 [2020-11-13 02:13:43,976][root][INFO] - mean vote_loss: 0.391163 [2020-11-13 02:14:39,893][root][INFO] - ---- batch: 060 ---- [2020-11-13 02:14:39,900][root][INFO] - mean box_loss: 0.381933 [2020-11-13 02:14:39,900][root][INFO] - mean center_loss: 0.069052 [2020-11-13 02:14:39,900][root][INFO] - mean heading_cls_loss: 1.352204 [2020-11-13 02:14:39,901][root][INFO] - mean heading_reg_loss: 0.095558 [2020-11-13 02:14:39,901][root][INFO] - mean loss: 8.506749 [2020-11-13 02:14:39,901][root][INFO] - mean neg_ratio: 0.766730 [2020-11-13 02:14:39,901][root][INFO] - mean obj_acc: 0.908243 [2020-11-13 02:14:39,901][root][INFO] - mean objectness_loss: 0.070716 [2020-11-13 02:14:39,901][root][INFO] - mean pos_ratio: 0.102985 [2020-11-13 02:14:39,901][root][INFO] - mean sem_cls_loss: 0.525831 [2020-11-13 02:14:39,901][root][INFO] - mean size_cls_loss: 0.525492 [2020-11-13 02:14:39,901][root][INFO] - mean size_reg_loss: 0.029553 [2020-11-13 02:14:39,901][root][INFO] - mean vote_loss: 0.380801 [2020-11-13 02:15:35,177][root][INFO] - ---- batch: 070 ---- [2020-11-13 02:15:35,185][root][INFO] - mean box_loss: 0.369747 [2020-11-13 02:15:35,186][root][INFO] - mean center_loss: 0.061528 [2020-11-13 02:15:35,186][root][INFO] - mean heading_cls_loss: 1.263034 [2020-11-13 02:15:35,186][root][INFO] - mean heading_reg_loss: 0.095092 [2020-11-13 02:15:35,187][root][INFO] - mean loss: 8.417591 [2020-11-13 02:15:35,187][root][INFO] - mean neg_ratio: 0.764392 [2020-11-13 02:15:35,187][root][INFO] - mean obj_acc: 0.911785 [2020-11-13 02:15:35,187][root][INFO] - mean objectness_loss: 0.072076 [2020-11-13 02:15:35,187][root][INFO] - mean pos_ratio: 0.104120 [2020-11-13 02:15:35,187][root][INFO] - mean sem_cls_loss: 0.556922 [2020-11-13 02:15:35,187][root][INFO] - mean size_cls_loss: 0.556237 [2020-11-13 02:15:35,187][root][INFO] - mean size_reg_loss: 0.031200 [2020-11-13 02:15:35,187][root][INFO] - mean vote_loss: 0.380282 [2020-11-13 02:16:31,886][root][INFO] - ---- batch: 080 ---- [2020-11-13 02:16:31,894][root][INFO] - mean box_loss: 0.391645 [2020-11-13 02:16:31,894][root][INFO] - mean center_loss: 0.081420 [2020-11-13 02:16:31,894][root][INFO] - mean heading_cls_loss: 1.298595 [2020-11-13 02:16:31,895][root][INFO] - mean heading_reg_loss: 0.089602 [2020-11-13 02:16:31,895][root][INFO] - mean loss: 8.573843 [2020-11-13 02:16:31,895][root][INFO] - mean neg_ratio: 0.796454 [2020-11-13 02:16:31,895][root][INFO] - mean obj_acc: 0.901806 [2020-11-13 02:16:31,895][root][INFO] - mean objectness_loss: 0.069035 [2020-11-13 02:16:31,895][root][INFO] - mean pos_ratio: 0.089227 [2020-11-13 02:16:31,895][root][INFO] - mean sem_cls_loss: 0.573513 [2020-11-13 02:16:31,895][root][INFO] - mean size_cls_loss: 0.572330 [2020-11-13 02:16:31,895][root][INFO] - mean size_reg_loss: 0.033531 [2020-11-13 02:16:31,895][root][INFO] - mean vote_loss: 0.373871 [2020-11-13 02:16:47,073][root][INFO] - **** EPOCH 011 **** [2020-11-13 02:16:47,074][root][INFO] - Current learning rate: 0.001000 [2020-11-13 02:16:47,074][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 02:16:47,074][root][INFO] - 2020-11-13 02:16:47.074153 [2020-11-13 02:17:48,885][root][INFO] - ---- batch: 010 ---- [2020-11-13 02:17:48,890][root][INFO] - mean box_loss: 0.347069 [2020-11-13 02:17:48,891][root][INFO] - mean center_loss: 0.061534 [2020-11-13 02:17:48,891][root][INFO] - mean heading_cls_loss: 1.201480 [2020-11-13 02:17:48,891][root][INFO] - mean heading_reg_loss: 0.086354 [2020-11-13 02:17:48,891][root][INFO] - mean loss: 8.079912 [2020-11-13 02:17:48,891][root][INFO] - mean neg_ratio: 0.790375 [2020-11-13 02:17:48,891][root][INFO] - mean obj_acc: 0.909304 [2020-11-13 02:17:48,891][root][INFO] - mean objectness_loss: 0.063880 [2020-11-13 02:17:48,891][root][INFO] - mean pos_ratio: 0.089636 [2020-11-13 02:17:48,891][root][INFO] - mean sem_cls_loss: 0.494338 [2020-11-13 02:17:48,891][root][INFO] - mean size_cls_loss: 0.492796 [2020-11-13 02:17:48,891][root][INFO] - mean size_reg_loss: 0.029754 [2020-11-13 02:17:48,891][root][INFO] - mean vote_loss: 0.379548 [2020-11-13 02:18:44,169][root][INFO] - ---- batch: 020 ---- [2020-11-13 02:18:44,176][root][INFO] - mean box_loss: 0.385210 [2020-11-13 02:18:44,176][root][INFO] - mean center_loss: 0.060080 [2020-11-13 02:18:44,176][root][INFO] - mean heading_cls_loss: 1.278484 [2020-11-13 02:18:44,176][root][INFO] - mean heading_reg_loss: 0.104805 [2020-11-13 02:18:44,176][root][INFO] - mean loss: 8.665112 [2020-11-13 02:18:44,176][root][INFO] - mean neg_ratio: 0.767535 [2020-11-13 02:18:44,176][root][INFO] - mean obj_acc: 0.910776 [2020-11-13 02:18:44,176][root][INFO] - mean objectness_loss: 0.073162 [2020-11-13 02:18:44,176][root][INFO] - mean pos_ratio: 0.103430 [2020-11-13 02:18:44,176][root][INFO] - mean sem_cls_loss: 0.569910 [2020-11-13 02:18:44,176][root][INFO] - mean size_cls_loss: 0.567680 [2020-11-13 02:18:44,176][root][INFO] - mean size_reg_loss: 0.035708 [2020-11-13 02:18:44,176][root][INFO] - mean vote_loss: 0.387729 [2020-11-13 02:19:40,104][root][INFO] - ---- batch: 030 ---- [2020-11-13 02:19:40,116][root][INFO] - mean box_loss: 0.376095 [2020-11-13 02:19:40,117][root][INFO] - mean center_loss: 0.064213 [2020-11-13 02:19:40,117][root][INFO] - mean heading_cls_loss: 1.272096 [2020-11-13 02:19:40,117][root][INFO] - mean heading_reg_loss: 0.103336 [2020-11-13 02:19:40,117][root][INFO] - mean loss: 8.745766 [2020-11-13 02:19:40,117][root][INFO] - mean neg_ratio: 0.751672 [2020-11-13 02:19:40,117][root][INFO] - mean obj_acc: 0.906430 [2020-11-13 02:19:40,117][root][INFO] - mean objectness_loss: 0.067178 [2020-11-13 02:19:40,117][root][INFO] - mean pos_ratio: 0.106885 [2020-11-13 02:19:40,117][root][INFO] - mean sem_cls_loss: 0.501229 [2020-11-13 02:19:40,117][root][INFO] - mean size_cls_loss: 0.498966 [2020-11-13 02:19:40,117][root][INFO] - mean size_reg_loss: 0.031439 [2020-11-13 02:19:40,117][root][INFO] - mean vote_loss: 0.414770 [2020-11-13 02:20:35,211][root][INFO] - ---- batch: 040 ---- [2020-11-13 02:20:35,217][root][INFO] - mean box_loss: 0.368348 [2020-11-13 02:20:35,217][root][INFO] - mean center_loss: 0.068898 [2020-11-13 02:20:35,217][root][INFO] - mean heading_cls_loss: 1.263025 [2020-11-13 02:20:35,217][root][INFO] - mean heading_reg_loss: 0.091692 [2020-11-13 02:20:35,217][root][INFO] - mean loss: 8.331641 [2020-11-13 02:20:35,217][root][INFO] - mean neg_ratio: 0.756812 [2020-11-13 02:20:35,217][root][INFO] - mean obj_acc: 0.916604 [2020-11-13 02:20:35,217][root][INFO] - mean objectness_loss: 0.067876 [2020-11-13 02:20:35,217][root][INFO] - mean pos_ratio: 0.103412 [2020-11-13 02:20:35,217][root][INFO] - mean sem_cls_loss: 0.487703 [2020-11-13 02:20:35,217][root][INFO] - mean size_cls_loss: 0.490677 [2020-11-13 02:20:35,217][root][INFO] - mean size_reg_loss: 0.032388 [2020-11-13 02:20:35,217][root][INFO] - mean vote_loss: 0.382107 [2020-11-13 02:21:30,769][root][INFO] - ---- batch: 050 ---- [2020-11-13 02:21:30,775][root][INFO] - mean box_loss: 0.368311 [2020-11-13 02:21:30,776][root][INFO] - mean center_loss: 0.061792 [2020-11-13 02:21:30,776][root][INFO] - mean heading_cls_loss: 1.236979 [2020-11-13 02:21:30,776][root][INFO] - mean heading_reg_loss: 0.098641 [2020-11-13 02:21:30,776][root][INFO] - mean loss: 8.429623 [2020-11-13 02:21:30,776][root][INFO] - mean neg_ratio: 0.757367 [2020-11-13 02:21:30,776][root][INFO] - mean obj_acc: 0.907700 [2020-11-13 02:21:30,776][root][INFO] - mean objectness_loss: 0.070504 [2020-11-13 02:21:30,776][root][INFO] - mean pos_ratio: 0.108978 [2020-11-13 02:21:30,776][root][INFO] - mean sem_cls_loss: 0.556179 [2020-11-13 02:21:30,776][root][INFO] - mean size_cls_loss: 0.557032 [2020-11-13 02:21:30,776][root][INFO] - mean size_reg_loss: 0.028477 [2020-11-13 02:21:30,776][root][INFO] - mean vote_loss: 0.383781 [2020-11-13 02:22:25,597][root][INFO] - ---- batch: 060 ---- [2020-11-13 02:22:25,605][root][INFO] - mean box_loss: 0.358631 [2020-11-13 02:22:25,605][root][INFO] - mean center_loss: 0.055433 [2020-11-13 02:22:25,605][root][INFO] - mean heading_cls_loss: 1.271437 [2020-11-13 02:22:25,606][root][INFO] - mean heading_reg_loss: 0.085954 [2020-11-13 02:22:25,606][root][INFO] - mean loss: 8.382481 [2020-11-13 02:22:25,606][root][INFO] - mean neg_ratio: 0.769952 [2020-11-13 02:22:25,606][root][INFO] - mean obj_acc: 0.902255 [2020-11-13 02:22:25,606][root][INFO] - mean objectness_loss: 0.070535 [2020-11-13 02:22:25,606][root][INFO] - mean pos_ratio: 0.101007 [2020-11-13 02:22:25,606][root][INFO] - mean sem_cls_loss: 0.565384 [2020-11-13 02:22:25,606][root][INFO] - mean size_cls_loss: 0.561719 [2020-11-13 02:22:25,606][root][INFO] - mean size_reg_loss: 0.033928 [2020-11-13 02:22:25,606][root][INFO] - mean vote_loss: 0.387811 [2020-11-13 02:23:20,992][root][INFO] - ---- batch: 070 ---- [2020-11-13 02:23:20,999][root][INFO] - mean box_loss: 0.371941 [2020-11-13 02:23:20,999][root][INFO] - mean center_loss: 0.068019 [2020-11-13 02:23:21,000][root][INFO] - mean heading_cls_loss: 1.264859 [2020-11-13 02:23:21,000][root][INFO] - mean heading_reg_loss: 0.092392 [2020-11-13 02:23:21,000][root][INFO] - mean loss: 8.249208 [2020-11-13 02:23:21,000][root][INFO] - mean neg_ratio: 0.750214 [2020-11-13 02:23:21,000][root][INFO] - mean obj_acc: 0.916571 [2020-11-13 02:23:21,000][root][INFO] - mean objectness_loss: 0.072390 [2020-11-13 02:23:21,000][root][INFO] - mean pos_ratio: 0.110638 [2020-11-13 02:23:21,000][root][INFO] - mean sem_cls_loss: 0.541190 [2020-11-13 02:23:21,000][root][INFO] - mean size_cls_loss: 0.542977 [2020-11-13 02:23:21,001][root][INFO] - mean size_reg_loss: 0.030747 [2020-11-13 02:23:21,001][root][INFO] - mean vote_loss: 0.362665 [2020-11-13 02:24:15,279][root][INFO] - ---- batch: 080 ---- [2020-11-13 02:24:15,287][root][INFO] - mean box_loss: 0.365274 [2020-11-13 02:24:15,289][root][INFO] - mean center_loss: 0.061535 [2020-11-13 02:24:15,289][root][INFO] - mean heading_cls_loss: 1.224322 [2020-11-13 02:24:15,289][root][INFO] - mean heading_reg_loss: 0.092572 [2020-11-13 02:24:15,290][root][INFO] - mean loss: 8.302819 [2020-11-13 02:24:15,290][root][INFO] - mean neg_ratio: 0.764465 [2020-11-13 02:24:15,290][root][INFO] - mean obj_acc: 0.901628 [2020-11-13 02:24:15,290][root][INFO] - mean objectness_loss: 0.071434 [2020-11-13 02:24:15,290][root][INFO] - mean pos_ratio: 0.102441 [2020-11-13 02:24:15,290][root][INFO] - mean sem_cls_loss: 0.542212 [2020-11-13 02:24:15,290][root][INFO] - mean size_cls_loss: 0.545862 [2020-11-13 02:24:15,290][root][INFO] - mean size_reg_loss: 0.034149 [2020-11-13 02:24:15,290][root][INFO] - mean vote_loss: 0.375069 [2020-11-13 02:24:30,684][root][INFO] - **** EPOCH 012 **** [2020-11-13 02:24:30,685][root][INFO] - Current learning rate: 0.001000 [2020-11-13 02:24:30,685][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 02:24:30,685][root][INFO] - 2020-11-13 02:24:30.685310 [2020-11-13 02:25:33,162][root][INFO] - ---- batch: 010 ---- [2020-11-13 02:25:33,168][root][INFO] - mean box_loss: 0.350037 [2020-11-13 02:25:33,168][root][INFO] - mean center_loss: 0.054815 [2020-11-13 02:25:33,168][root][INFO] - mean heading_cls_loss: 1.190529 [2020-11-13 02:25:33,168][root][INFO] - mean heading_reg_loss: 0.098543 [2020-11-13 02:25:33,169][root][INFO] - mean loss: 7.978908 [2020-11-13 02:25:33,169][root][INFO] - mean neg_ratio: 0.758954 [2020-11-13 02:25:33,169][root][INFO] - mean obj_acc: 0.911537 [2020-11-13 02:25:33,169][root][INFO] - mean objectness_loss: 0.070455 [2020-11-13 02:25:33,169][root][INFO] - mean pos_ratio: 0.107336 [2020-11-13 02:25:33,169][root][INFO] - mean sem_cls_loss: 0.492018 [2020-11-13 02:25:33,169][root][INFO] - mean size_cls_loss: 0.493814 [2020-11-13 02:25:33,169][root][INFO] - mean size_reg_loss: 0.028244 [2020-11-13 02:25:33,169][root][INFO] - mean vote_loss: 0.363425 [2020-11-13 02:26:29,281][root][INFO] - ---- batch: 020 ---- [2020-11-13 02:26:29,288][root][INFO] - mean box_loss: 0.384245 [2020-11-13 02:26:29,288][root][INFO] - mean center_loss: 0.072891 [2020-11-13 02:26:29,288][root][INFO] - mean heading_cls_loss: 1.289107 [2020-11-13 02:26:29,288][root][INFO] - mean heading_reg_loss: 0.095152 [2020-11-13 02:26:29,288][root][INFO] - mean loss: 8.692154 [2020-11-13 02:26:29,288][root][INFO] - mean neg_ratio: 0.764966 [2020-11-13 02:26:29,288][root][INFO] - mean obj_acc: 0.904313 [2020-11-13 02:26:29,288][root][INFO] - mean objectness_loss: 0.071325 [2020-11-13 02:26:29,288][root][INFO] - mean pos_ratio: 0.102490 [2020-11-13 02:26:29,288][root][INFO] - mean sem_cls_loss: 0.536601 [2020-11-13 02:26:29,288][root][INFO] - mean size_cls_loss: 0.539777 [2020-11-13 02:26:29,289][root][INFO] - mean size_reg_loss: 0.033314 [2020-11-13 02:26:29,289][root][INFO] - mean vote_loss: 0.395647 [2020-11-13 02:27:25,249][root][INFO] - ---- batch: 030 ---- [2020-11-13 02:27:25,254][root][INFO] - mean box_loss: 0.359830 [2020-11-13 02:27:25,254][root][INFO] - mean center_loss: 0.055376 [2020-11-13 02:27:25,254][root][INFO] - mean heading_cls_loss: 1.213704 [2020-11-13 02:27:25,254][root][INFO] - mean heading_reg_loss: 0.086700 [2020-11-13 02:27:25,254][root][INFO] - mean loss: 8.387771 [2020-11-13 02:27:25,254][root][INFO] - mean neg_ratio: 0.760486 [2020-11-13 02:27:25,254][root][INFO] - mean obj_acc: 0.911000 [2020-11-13 02:27:25,254][root][INFO] - mean objectness_loss: 0.069838 [2020-11-13 02:27:25,254][root][INFO] - mean pos_ratio: 0.100452 [2020-11-13 02:27:25,254][root][INFO] - mean sem_cls_loss: 0.631283 [2020-11-13 02:27:25,254][root][INFO] - mean size_cls_loss: 0.628139 [2020-11-13 02:27:25,254][root][INFO] - mean size_reg_loss: 0.033570 [2020-11-13 02:27:25,254][root][INFO] - mean vote_loss: 0.380899 [2020-11-13 02:28:20,975][root][INFO] - ---- batch: 040 ---- [2020-11-13 02:28:20,982][root][INFO] - mean box_loss: 0.362510 [2020-11-13 02:28:20,982][root][INFO] - mean center_loss: 0.060357 [2020-11-13 02:28:20,982][root][INFO] - mean heading_cls_loss: 1.216168 [2020-11-13 02:28:20,982][root][INFO] - mean heading_reg_loss: 0.095723 [2020-11-13 02:28:20,982][root][INFO] - mean loss: 8.214721 [2020-11-13 02:28:20,983][root][INFO] - mean neg_ratio: 0.747870 [2020-11-13 02:28:20,983][root][INFO] - mean obj_acc: 0.921792 [2020-11-13 02:28:20,983][root][INFO] - mean objectness_loss: 0.070511 [2020-11-13 02:28:20,983][root][INFO] - mean pos_ratio: 0.110278 [2020-11-13 02:28:20,983][root][INFO] - mean sem_cls_loss: 0.518787 [2020-11-13 02:28:20,983][root][INFO] - mean size_cls_loss: 0.521441 [2020-11-13 02:28:20,983][root][INFO] - mean size_reg_loss: 0.032668 [2020-11-13 02:28:20,983][root][INFO] - mean vote_loss: 0.371828 [2020-11-13 02:29:15,959][root][INFO] - ---- batch: 050 ---- [2020-11-13 02:29:15,966][root][INFO] - mean box_loss: 0.343344 [2020-11-13 02:29:15,966][root][INFO] - mean center_loss: 0.066498 [2020-11-13 02:29:15,966][root][INFO] - mean heading_cls_loss: 1.144952 [2020-11-13 02:29:15,966][root][INFO] - mean heading_reg_loss: 0.080120 [2020-11-13 02:29:15,966][root][INFO] - mean loss: 8.011653 [2020-11-13 02:29:15,967][root][INFO] - mean neg_ratio: 0.733826 [2020-11-13 02:29:15,967][root][INFO] - mean obj_acc: 0.896556 [2020-11-13 02:29:15,967][root][INFO] - mean objectness_loss: 0.077535 [2020-11-13 02:29:15,967][root][INFO] - mean pos_ratio: 0.123596 [2020-11-13 02:29:15,967][root][INFO] - mean sem_cls_loss: 0.537643 [2020-11-13 02:29:15,967][root][INFO] - mean size_cls_loss: 0.536237 [2020-11-13 02:29:15,967][root][INFO] - mean size_reg_loss: 0.028608 [2020-11-13 02:29:15,967][root][INFO] - mean vote_loss: 0.365289 [2020-11-13 02:30:11,213][root][INFO] - ---- batch: 060 ---- [2020-11-13 02:30:11,223][root][INFO] - mean box_loss: 0.359403 [2020-11-13 02:30:11,223][root][INFO] - mean center_loss: 0.064137 [2020-11-13 02:30:11,223][root][INFO] - mean heading_cls_loss: 1.213119 [2020-11-13 02:30:11,224][root][INFO] - mean heading_reg_loss: 0.089356 [2020-11-13 02:30:11,224][root][INFO] - mean loss: 8.311514 [2020-11-13 02:30:11,224][root][INFO] - mean neg_ratio: 0.773132 [2020-11-13 02:30:11,224][root][INFO] - mean obj_acc: 0.889846 [2020-11-13 02:30:11,224][root][INFO] - mean objectness_loss: 0.072315 [2020-11-13 02:30:11,224][root][INFO] - mean pos_ratio: 0.100671 [2020-11-13 02:30:11,224][root][INFO] - mean sem_cls_loss: 0.515057 [2020-11-13 02:30:11,225][root][INFO] - mean size_cls_loss: 0.515005 [2020-11-13 02:30:11,225][root][INFO] - mean size_reg_loss: 0.033098 [2020-11-13 02:30:11,225][root][INFO] - mean vote_loss: 0.384085 [2020-11-13 02:31:05,772][root][INFO] - ---- batch: 070 ---- [2020-11-13 02:31:05,779][root][INFO] - mean box_loss: 0.371068 [2020-11-13 02:31:05,779][root][INFO] - mean center_loss: 0.060714 [2020-11-13 02:31:05,779][root][INFO] - mean heading_cls_loss: 1.316152 [2020-11-13 02:31:05,780][root][INFO] - mean heading_reg_loss: 0.090179 [2020-11-13 02:31:05,780][root][INFO] - mean loss: 8.304258 [2020-11-13 02:31:05,780][root][INFO] - mean neg_ratio: 0.745892 [2020-11-13 02:31:05,780][root][INFO] - mean obj_acc: 0.912546 [2020-11-13 02:31:05,780][root][INFO] - mean objectness_loss: 0.075028 [2020-11-13 02:31:05,780][root][INFO] - mean pos_ratio: 0.110535 [2020-11-13 02:31:05,780][root][INFO] - mean sem_cls_loss: 0.512077 [2020-11-13 02:31:05,780][root][INFO] - mean size_cls_loss: 0.514241 [2020-11-13 02:31:05,780][root][INFO] - mean size_reg_loss: 0.037135 [2020-11-13 02:31:05,780][root][INFO] - mean vote_loss: 0.370637 [2020-11-13 02:31:58,646][root][INFO] - ---- batch: 080 ---- [2020-11-13 02:31:58,654][root][INFO] - mean box_loss: 0.354016 [2020-11-13 02:31:58,654][root][INFO] - mean center_loss: 0.057195 [2020-11-13 02:31:58,655][root][INFO] - mean heading_cls_loss: 1.211361 [2020-11-13 02:31:58,655][root][INFO] - mean heading_reg_loss: 0.091562 [2020-11-13 02:31:58,655][root][INFO] - mean loss: 8.288662 [2020-11-13 02:31:58,655][root][INFO] - mean neg_ratio: 0.744183 [2020-11-13 02:31:58,655][root][INFO] - mean obj_acc: 0.901001 [2020-11-13 02:31:58,655][root][INFO] - mean objectness_loss: 0.075981 [2020-11-13 02:31:58,655][root][INFO] - mean pos_ratio: 0.111298 [2020-11-13 02:31:58,655][root][INFO] - mean sem_cls_loss: 0.514496 [2020-11-13 02:31:58,655][root][INFO] - mean size_cls_loss: 0.514382 [2020-11-13 02:31:58,655][root][INFO] - mean size_reg_loss: 0.032685 [2020-11-13 02:31:58,656][root][INFO] - mean vote_loss: 0.385410 [2020-11-13 02:32:13,983][root][INFO] - **** EPOCH 013 **** [2020-11-13 02:32:13,984][root][INFO] - Current learning rate: 0.001000 [2020-11-13 02:32:13,984][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 02:32:13,984][root][INFO] - 2020-11-13 02:32:13.984629 [2020-11-13 02:33:16,070][root][INFO] - ---- batch: 010 ---- [2020-11-13 02:33:16,076][root][INFO] - mean box_loss: 0.341245 [2020-11-13 02:33:16,076][root][INFO] - mean center_loss: 0.061716 [2020-11-13 02:33:16,076][root][INFO] - mean heading_cls_loss: 1.129093 [2020-11-13 02:33:16,076][root][INFO] - mean heading_reg_loss: 0.080253 [2020-11-13 02:33:16,076][root][INFO] - mean loss: 8.003366 [2020-11-13 02:33:16,076][root][INFO] - mean neg_ratio: 0.763849 [2020-11-13 02:33:16,076][root][INFO] - mean obj_acc: 0.915151 [2020-11-13 02:33:16,076][root][INFO] - mean objectness_loss: 0.068570 [2020-11-13 02:33:16,076][root][INFO] - mean pos_ratio: 0.109448 [2020-11-13 02:33:16,076][root][INFO] - mean sem_cls_loss: 0.545290 [2020-11-13 02:33:16,076][root][INFO] - mean size_cls_loss: 0.545545 [2020-11-13 02:33:16,077][root][INFO] - mean size_reg_loss: 0.031812 [2020-11-13 02:33:16,077][root][INFO] - mean vote_loss: 0.370278 [2020-11-13 02:34:10,854][root][INFO] - ---- batch: 020 ---- [2020-11-13 02:34:10,860][root][INFO] - mean box_loss: 0.345549 [2020-11-13 02:34:10,860][root][INFO] - mean center_loss: 0.049362 [2020-11-13 02:34:10,860][root][INFO] - mean heading_cls_loss: 1.229380 [2020-11-13 02:34:10,860][root][INFO] - mean heading_reg_loss: 0.096354 [2020-11-13 02:34:10,860][root][INFO] - mean loss: 8.017838 [2020-11-13 02:34:10,860][root][INFO] - mean neg_ratio: 0.751764 [2020-11-13 02:34:10,860][root][INFO] - mean obj_acc: 0.913822 [2020-11-13 02:34:10,861][root][INFO] - mean objectness_loss: 0.071813 [2020-11-13 02:34:10,861][root][INFO] - mean pos_ratio: 0.114722 [2020-11-13 02:34:10,861][root][INFO] - mean sem_cls_loss: 0.480604 [2020-11-13 02:34:10,861][root][INFO] - mean size_cls_loss: 0.482309 [2020-11-13 02:34:10,861][root][INFO] - mean size_reg_loss: 0.028663 [2020-11-13 02:34:10,861][root][INFO] - mean vote_loss: 0.372268 [2020-11-13 02:35:06,243][root][INFO] - ---- batch: 030 ---- [2020-11-13 02:35:06,257][root][INFO] - mean box_loss: 0.357240 [2020-11-13 02:35:06,258][root][INFO] - mean center_loss: 0.066286 [2020-11-13 02:35:06,258][root][INFO] - mean heading_cls_loss: 1.170570 [2020-11-13 02:35:06,258][root][INFO] - mean heading_reg_loss: 0.086325 [2020-11-13 02:35:06,258][root][INFO] - mean loss: 8.172544 [2020-11-13 02:35:06,258][root][INFO] - mean neg_ratio: 0.750922 [2020-11-13 02:35:06,258][root][INFO] - mean obj_acc: 0.901393 [2020-11-13 02:35:06,258][root][INFO] - mean objectness_loss: 0.074028 [2020-11-13 02:35:06,258][root][INFO] - mean pos_ratio: 0.109894 [2020-11-13 02:35:06,258][root][INFO] - mean sem_cls_loss: 0.573525 [2020-11-13 02:35:06,258][root][INFO] - mean size_cls_loss: 0.570438 [2020-11-13 02:35:06,258][root][INFO] - mean size_reg_loss: 0.030527 [2020-11-13 02:35:06,258][root][INFO] - mean vote_loss: 0.365648 [2020-11-13 02:36:02,474][root][INFO] - ---- batch: 040 ---- [2020-11-13 02:36:02,480][root][INFO] - mean box_loss: 0.346036 [2020-11-13 02:36:02,480][root][INFO] - mean center_loss: 0.057470 [2020-11-13 02:36:02,480][root][INFO] - mean heading_cls_loss: 1.168526 [2020-11-13 02:36:02,480][root][INFO] - mean heading_reg_loss: 0.084020 [2020-11-13 02:36:02,480][root][INFO] - mean loss: 8.096121 [2020-11-13 02:36:02,480][root][INFO] - mean neg_ratio: 0.751599 [2020-11-13 02:36:02,480][root][INFO] - mean obj_acc: 0.911249 [2020-11-13 02:36:02,480][root][INFO] - mean objectness_loss: 0.069066 [2020-11-13 02:36:02,480][root][INFO] - mean pos_ratio: 0.107471 [2020-11-13 02:36:02,480][root][INFO] - mean sem_cls_loss: 0.526937 [2020-11-13 02:36:02,480][root][INFO] - mean size_cls_loss: 0.523257 [2020-11-13 02:36:02,480][root][INFO] - mean size_reg_loss: 0.035368 [2020-11-13 02:36:02,480][root][INFO] - mean vote_loss: 0.376349 [2020-11-13 02:36:58,593][root][INFO] - ---- batch: 050 ---- [2020-11-13 02:36:58,599][root][INFO] - mean box_loss: 0.361766 [2020-11-13 02:36:58,599][root][INFO] - mean center_loss: 0.061700 [2020-11-13 02:36:58,600][root][INFO] - mean heading_cls_loss: 1.206473 [2020-11-13 02:36:58,600][root][INFO] - mean heading_reg_loss: 0.095971 [2020-11-13 02:36:58,600][root][INFO] - mean loss: 8.142469 [2020-11-13 02:36:58,600][root][INFO] - mean neg_ratio: 0.756940 [2020-11-13 02:36:58,600][root][INFO] - mean obj_acc: 0.910168 [2020-11-13 02:36:58,600][root][INFO] - mean objectness_loss: 0.066897 [2020-11-13 02:36:58,600][root][INFO] - mean pos_ratio: 0.099036 [2020-11-13 02:36:58,600][root][INFO] - mean sem_cls_loss: 0.494538 [2020-11-13 02:36:58,600][root][INFO] - mean size_cls_loss: 0.494749 [2020-11-13 02:36:58,600][root][INFO] - mean size_reg_loss: 0.033972 [2020-11-13 02:36:58,600][root][INFO] - mean vote_loss: 0.369579 [2020-11-13 02:37:53,877][root][INFO] - ---- batch: 060 ---- [2020-11-13 02:37:53,885][root][INFO] - mean box_loss: 0.353311 [2020-11-13 02:37:53,885][root][INFO] - mean center_loss: 0.056737 [2020-11-13 02:37:53,886][root][INFO] - mean heading_cls_loss: 1.250371 [2020-11-13 02:37:53,886][root][INFO] - mean heading_reg_loss: 0.089839 [2020-11-13 02:37:53,886][root][INFO] - mean loss: 8.105731 [2020-11-13 02:37:53,886][root][INFO] - mean neg_ratio: 0.758984 [2020-11-13 02:37:53,886][root][INFO] - mean obj_acc: 0.915222 [2020-11-13 02:37:53,886][root][INFO] - mean objectness_loss: 0.067342 [2020-11-13 02:37:53,886][root][INFO] - mean pos_ratio: 0.104895 [2020-11-13 02:37:53,886][root][INFO] - mean sem_cls_loss: 0.491428 [2020-11-13 02:37:53,886][root][INFO] - mean size_cls_loss: 0.488051 [2020-11-13 02:37:53,886][root][INFO] - mean size_reg_loss: 0.032892 [2020-11-13 02:37:53,886][root][INFO] - mean vote_loss: 0.374449 [2020-11-13 02:38:47,252][root][INFO] - ---- batch: 070 ---- [2020-11-13 02:38:47,259][root][INFO] - mean box_loss: 0.365649 [2020-11-13 02:38:47,259][root][INFO] - mean center_loss: 0.068469 [2020-11-13 02:38:47,260][root][INFO] - mean heading_cls_loss: 1.212085 [2020-11-13 02:38:47,260][root][INFO] - mean heading_reg_loss: 0.097151 [2020-11-13 02:38:47,260][root][INFO] - mean loss: 8.016811 [2020-11-13 02:38:47,260][root][INFO] - mean neg_ratio: 0.751257 [2020-11-13 02:38:47,260][root][INFO] - mean obj_acc: 0.912110 [2020-11-13 02:38:47,260][root][INFO] - mean objectness_loss: 0.070569 [2020-11-13 02:38:47,260][root][INFO] - mean pos_ratio: 0.112573 [2020-11-13 02:38:47,260][root][INFO] - mean sem_cls_loss: 0.488317 [2020-11-13 02:38:47,260][root][INFO] - mean size_cls_loss: 0.485028 [2020-11-13 02:38:47,260][root][INFO] - mean size_reg_loss: 0.030318 [2020-11-13 02:38:47,260][root][INFO] - mean vote_loss: 0.351915 [2020-11-13 02:39:42,371][root][INFO] - ---- batch: 080 ---- [2020-11-13 02:39:42,386][root][INFO] - mean box_loss: 0.344698 [2020-11-13 02:39:42,387][root][INFO] - mean center_loss: 0.060667 [2020-11-13 02:39:42,387][root][INFO] - mean heading_cls_loss: 1.138490 [2020-11-13 02:39:42,387][root][INFO] - mean heading_reg_loss: 0.085986 [2020-11-13 02:39:42,388][root][INFO] - mean loss: 8.018674 [2020-11-13 02:39:42,388][root][INFO] - mean neg_ratio: 0.770612 [2020-11-13 02:39:42,388][root][INFO] - mean obj_acc: 0.915626 [2020-11-13 02:39:42,388][root][INFO] - mean objectness_loss: 0.065367 [2020-11-13 02:39:42,388][root][INFO] - mean pos_ratio: 0.097577 [2020-11-13 02:39:42,388][root][INFO] - mean sem_cls_loss: 0.511401 [2020-11-13 02:39:42,388][root][INFO] - mean size_cls_loss: 0.513802 [2020-11-13 02:39:42,388][root][INFO] - mean size_reg_loss: 0.032816 [2020-11-13 02:39:42,388][root][INFO] - mean vote_loss: 0.373346 [2020-11-13 02:39:57,269][root][INFO] - **** EPOCH 014 **** [2020-11-13 02:39:57,270][root][INFO] - Current learning rate: 0.001000 [2020-11-13 02:39:57,270][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 02:39:57,270][root][INFO] - 2020-11-13 02:39:57.270590 [2020-11-13 02:40:58,054][root][INFO] - ---- batch: 010 ---- [2020-11-13 02:40:58,061][root][INFO] - mean box_loss: 0.355878 [2020-11-13 02:40:58,061][root][INFO] - mean center_loss: 0.056453 [2020-11-13 02:40:58,061][root][INFO] - mean heading_cls_loss: 1.204161 [2020-11-13 02:40:58,062][root][INFO] - mean heading_reg_loss: 0.092402 [2020-11-13 02:40:58,062][root][INFO] - mean loss: 8.234331 [2020-11-13 02:40:58,062][root][INFO] - mean neg_ratio: 0.752551 [2020-11-13 02:40:58,062][root][INFO] - mean obj_acc: 0.911327 [2020-11-13 02:40:58,062][root][INFO] - mean objectness_loss: 0.068910 [2020-11-13 02:40:58,062][root][INFO] - mean pos_ratio: 0.109741 [2020-11-13 02:40:58,062][root][INFO] - mean sem_cls_loss: 0.554007 [2020-11-13 02:40:58,062][root][INFO] - mean size_cls_loss: 0.552447 [2020-11-13 02:40:58,062][root][INFO] - mean size_reg_loss: 0.031362 [2020-11-13 02:40:58,062][root][INFO] - mean vote_loss: 0.377700 [2020-11-13 02:41:52,892][root][INFO] - ---- batch: 020 ---- [2020-11-13 02:41:52,899][root][INFO] - mean box_loss: 0.350599 [2020-11-13 02:41:52,899][root][INFO] - mean center_loss: 0.065182 [2020-11-13 02:41:52,900][root][INFO] - mean heading_cls_loss: 1.174250 [2020-11-13 02:41:52,900][root][INFO] - mean heading_reg_loss: 0.085963 [2020-11-13 02:41:52,900][root][INFO] - mean loss: 7.958101 [2020-11-13 02:41:52,900][root][INFO] - mean neg_ratio: 0.757538 [2020-11-13 02:41:52,900][root][INFO] - mean obj_acc: 0.906544 [2020-11-13 02:41:52,900][root][INFO] - mean objectness_loss: 0.070377 [2020-11-13 02:41:52,900][root][INFO] - mean pos_ratio: 0.106702 [2020-11-13 02:41:52,900][root][INFO] - mean sem_cls_loss: 0.517408 [2020-11-13 02:41:52,900][root][INFO] - mean size_cls_loss: 0.518097 [2020-11-13 02:41:52,900][root][INFO] - mean size_reg_loss: 0.030219 [2020-11-13 02:41:52,900][root][INFO] - mean vote_loss: 0.358282 [2020-11-13 02:42:48,124][root][INFO] - ---- batch: 030 ---- [2020-11-13 02:42:48,129][root][INFO] - mean box_loss: 0.352341 [2020-11-13 02:42:48,130][root][INFO] - mean center_loss: 0.068357 [2020-11-13 02:42:48,130][root][INFO] - mean heading_cls_loss: 1.195542 [2020-11-13 02:42:48,130][root][INFO] - mean heading_reg_loss: 0.084445 [2020-11-13 02:42:48,130][root][INFO] - mean loss: 8.223944 [2020-11-13 02:42:48,130][root][INFO] - mean neg_ratio: 0.754077 [2020-11-13 02:42:48,130][root][INFO] - mean obj_acc: 0.903512 [2020-11-13 02:42:48,130][root][INFO] - mean objectness_loss: 0.073196 [2020-11-13 02:42:48,130][root][INFO] - mean pos_ratio: 0.107172 [2020-11-13 02:42:48,130][root][INFO] - mean sem_cls_loss: 0.509780 [2020-11-13 02:42:48,130][root][INFO] - mean size_cls_loss: 0.510373 [2020-11-13 02:42:48,130][root][INFO] - mean size_reg_loss: 0.028947 [2020-11-13 02:42:48,130][root][INFO] - mean vote_loss: 0.382478 [2020-11-13 02:43:43,718][root][INFO] - ---- batch: 040 ---- [2020-11-13 02:43:43,725][root][INFO] - mean box_loss: 0.332060 [2020-11-13 02:43:43,726][root][INFO] - mean center_loss: 0.054580 [2020-11-13 02:43:43,726][root][INFO] - mean heading_cls_loss: 1.136003 [2020-11-13 02:43:43,726][root][INFO] - mean heading_reg_loss: 0.078367 [2020-11-13 02:43:43,726][root][INFO] - mean loss: 7.776321 [2020-11-13 02:43:43,726][root][INFO] - mean neg_ratio: 0.763727 [2020-11-13 02:43:43,726][root][INFO] - mean obj_acc: 0.918802 [2020-11-13 02:43:43,726][root][INFO] - mean objectness_loss: 0.066944 [2020-11-13 02:43:43,726][root][INFO] - mean pos_ratio: 0.104620 [2020-11-13 02:43:43,726][root][INFO] - mean sem_cls_loss: 0.531355 [2020-11-13 02:43:43,726][root][INFO] - mean size_cls_loss: 0.532987 [2020-11-13 02:43:43,726][root][INFO] - mean size_reg_loss: 0.032214 [2020-11-13 02:43:43,726][root][INFO] - mean vote_loss: 0.358965 [2020-11-13 02:44:40,874][root][INFO] - ---- batch: 050 ---- [2020-11-13 02:44:40,880][root][INFO] - mean box_loss: 0.354611 [2020-11-13 02:44:40,880][root][INFO] - mean center_loss: 0.067506 [2020-11-13 02:44:40,880][root][INFO] - mean heading_cls_loss: 1.177095 [2020-11-13 02:44:40,881][root][INFO] - mean heading_reg_loss: 0.085344 [2020-11-13 02:44:40,881][root][INFO] - mean loss: 8.091131 [2020-11-13 02:44:40,881][root][INFO] - mean neg_ratio: 0.767932 [2020-11-13 02:44:40,881][root][INFO] - mean obj_acc: 0.908109 [2020-11-13 02:44:40,881][root][INFO] - mean objectness_loss: 0.070325 [2020-11-13 02:44:40,881][root][INFO] - mean pos_ratio: 0.099066 [2020-11-13 02:44:40,881][root][INFO] - mean sem_cls_loss: 0.530303 [2020-11-13 02:44:40,881][root][INFO] - mean size_cls_loss: 0.531427 [2020-11-13 02:44:40,881][root][INFO] - mean size_reg_loss: 0.030909 [2020-11-13 02:44:40,881][root][INFO] - mean vote_loss: 0.366309 [2020-11-13 02:45:36,671][root][INFO] - ---- batch: 060 ---- [2020-11-13 02:45:36,678][root][INFO] - mean box_loss: 0.340377 [2020-11-13 02:45:36,678][root][INFO] - mean center_loss: 0.055029 [2020-11-13 02:45:36,679][root][INFO] - mean heading_cls_loss: 1.210606 [2020-11-13 02:45:36,679][root][INFO] - mean heading_reg_loss: 0.086131 [2020-11-13 02:45:36,679][root][INFO] - mean loss: 7.929241 [2020-11-13 02:45:36,679][root][INFO] - mean neg_ratio: 0.745801 [2020-11-13 02:45:36,679][root][INFO] - mean obj_acc: 0.912094 [2020-11-13 02:45:36,679][root][INFO] - mean objectness_loss: 0.075886 [2020-11-13 02:45:36,679][root][INFO] - mean pos_ratio: 0.112024 [2020-11-13 02:45:36,679][root][INFO] - mean sem_cls_loss: 0.470370 [2020-11-13 02:45:36,679][root][INFO] - mean size_cls_loss: 0.471696 [2020-11-13 02:45:36,679][root][INFO] - mean size_reg_loss: 0.030987 [2020-11-13 02:45:36,679][root][INFO] - mean vote_loss: 0.367567 [2020-11-13 02:46:31,431][root][INFO] - ---- batch: 070 ---- [2020-11-13 02:46:31,438][root][INFO] - mean box_loss: 0.332780 [2020-11-13 02:46:31,439][root][INFO] - mean center_loss: 0.052749 [2020-11-13 02:46:31,439][root][INFO] - mean heading_cls_loss: 1.189528 [2020-11-13 02:46:31,439][root][INFO] - mean heading_reg_loss: 0.078601 [2020-11-13 02:46:31,439][root][INFO] - mean loss: 7.642022 [2020-11-13 02:46:31,439][root][INFO] - mean neg_ratio: 0.759320 [2020-11-13 02:46:31,439][root][INFO] - mean obj_acc: 0.907753 [2020-11-13 02:46:31,439][root][INFO] - mean objectness_loss: 0.067933 [2020-11-13 02:46:31,439][root][INFO] - mean pos_ratio: 0.112286 [2020-11-13 02:46:31,439][root][INFO] - mean sem_cls_loss: 0.487518 [2020-11-13 02:46:31,440][root][INFO] - mean size_cls_loss: 0.487980 [2020-11-13 02:46:31,440][root][INFO] - mean size_reg_loss: 0.033680 [2020-11-13 02:46:31,440][root][INFO] - mean vote_loss: 0.348703 [2020-11-13 02:47:24,553][root][INFO] - ---- batch: 080 ---- [2020-11-13 02:47:24,564][root][INFO] - mean box_loss: 0.336226 [2020-11-13 02:47:24,566][root][INFO] - mean center_loss: 0.060509 [2020-11-13 02:47:24,566][root][INFO] - mean heading_cls_loss: 1.090018 [2020-11-13 02:47:24,566][root][INFO] - mean heading_reg_loss: 0.081495 [2020-11-13 02:47:24,567][root][INFO] - mean loss: 7.756528 [2020-11-13 02:47:24,567][root][INFO] - mean neg_ratio: 0.753674 [2020-11-13 02:47:24,567][root][INFO] - mean obj_acc: 0.907850 [2020-11-13 02:47:24,567][root][INFO] - mean objectness_loss: 0.071461 [2020-11-13 02:47:24,567][root][INFO] - mean pos_ratio: 0.108643 [2020-11-13 02:47:24,567][root][INFO] - mean sem_cls_loss: 0.525442 [2020-11-13 02:47:24,567][root][INFO] - mean size_cls_loss: 0.528460 [2020-11-13 02:47:24,567][root][INFO] - mean size_reg_loss: 0.032374 [2020-11-13 02:47:24,567][root][INFO] - mean vote_loss: 0.351153 [2020-11-13 02:47:39,410][root][INFO] - Eval batch: 0 [2020-11-13 02:47:41,349][root][INFO] - Eval batch: 10 [2020-11-13 02:47:43,140][root][INFO] - Eval batch: 20 [2020-11-13 02:47:45,005][root][INFO] - Eval batch: 30 [2020-11-13 02:47:46,905][root][INFO] - Eval batch: 40 [2020-11-13 02:47:48,780][root][INFO] - Eval batch: 50 [2020-11-13 02:47:50,715][root][INFO] - Eval batch: 60 [2020-11-13 02:47:52,599][root][INFO] - Eval batch: 70 [2020-11-13 02:47:54,533][root][INFO] - 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Eval batch: 4940 [2020-11-13 03:03:48,884][root][INFO] - Eval batch: 4950 [2020-11-13 03:03:50,866][root][INFO] - Eval batch: 4960 [2020-11-13 03:03:52,805][root][INFO] - Eval batch: 4970 [2020-11-13 03:03:54,753][root][INFO] - Eval batch: 4980 [2020-11-13 03:03:56,667][root][INFO] - Eval batch: 4990 [2020-11-13 03:03:58,605][root][INFO] - Eval batch: 5000 [2020-11-13 03:04:00,585][root][INFO] - Eval batch: 5010 [2020-11-13 03:04:02,711][root][INFO] - Eval batch: 5020 [2020-11-13 03:04:04,749][root][INFO] - Eval batch: 5030 [2020-11-13 03:04:06,928][root][INFO] - Eval batch: 5040 [2020-11-13 03:04:09,010][root][INFO] - eval mean box_loss: 0.305761 [2020-11-13 03:04:09,011][root][INFO] - eval mean center_loss: 0.049414 [2020-11-13 03:04:09,011][root][INFO] - eval mean heading_cls_loss: 1.024289 [2020-11-13 03:04:09,012][root][INFO] - eval mean heading_reg_loss: 0.069606 [2020-11-13 03:04:09,012][root][INFO] - eval mean loss: 6.866099 [2020-11-13 03:04:09,012][root][INFO] - eval mean neg_ratio: 0.738189 [2020-11-13 03:04:09,013][root][INFO] - eval mean obj_acc: 0.904816 [2020-11-13 03:04:09,013][root][INFO] - eval mean objectness_loss: 0.078102 [2020-11-13 03:04:09,014][root][INFO] - eval mean pos_ratio: 0.115369 [2020-11-13 03:04:09,014][root][INFO] - eval mean sem_cls_loss: 0.547758 [2020-11-13 03:04:09,015][root][INFO] - eval mean size_cls_loss: 0.548334 [2020-11-13 03:04:09,015][root][INFO] - eval mean size_reg_loss: 0.029478 [2020-11-13 03:04:09,015][root][INFO] - eval mean vote_loss: 0.287022 [2020-11-13 03:05:28,781][root][INFO] - eval bed Average Precision: 0.322118 [2020-11-13 03:05:28,782][root][INFO] - eval table Average Precision: 0.045710 [2020-11-13 03:05:28,782][root][INFO] - eval sofa Average Precision: 0.227318 [2020-11-13 03:05:28,782][root][INFO] - eval chair Average Precision: 0.353087 [2020-11-13 03:05:28,783][root][INFO] - eval toilet Average Precision: 0.115746 [2020-11-13 03:05:28,783][root][INFO] - eval desk Average Precision: 0.010738 [2020-11-13 03:05:28,783][root][INFO] - eval dresser Average Precision: 0.001823 [2020-11-13 03:05:28,783][root][INFO] - eval night_stand Average Precision: 0.012538 [2020-11-13 03:05:28,783][root][INFO] - eval bookshelf Average Precision: 0.000501 [2020-11-13 03:05:28,783][root][INFO] - eval bathtub Average Precision: 0.007018 [2020-11-13 03:05:28,783][root][INFO] - eval mAP: 0.109659 [2020-11-13 03:05:28,783][root][INFO] - eval bed Recall: 0.508287 [2020-11-13 03:05:28,783][root][INFO] - eval table Recall: 0.230675 [2020-11-13 03:05:28,783][root][INFO] - eval sofa Recall: 0.410016 [2020-11-13 03:05:28,783][root][INFO] - eval chair Recall: 0.532999 [2020-11-13 03:05:28,783][root][INFO] - eval toilet Recall: 0.384106 [2020-11-13 03:05:28,783][root][INFO] - eval desk Recall: 0.144122 [2020-11-13 03:05:28,783][root][INFO] - eval dresser Recall: 0.148148 [2020-11-13 03:05:28,784][root][INFO] - eval night_stand Recall: 0.287402 [2020-11-13 03:05:28,784][root][INFO] - eval bookshelf Recall: 0.050167 [2020-11-13 03:05:28,784][root][INFO] - eval bathtub Recall: 0.153846 [2020-11-13 03:05:28,784][root][INFO] - eval AR: 0.284977 [2020-11-13 03:05:28,784][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 03:05:30,507][root][INFO] - **** EPOCH 015 **** [2020-11-13 03:05:30,507][root][INFO] - Current learning rate: 0.001000 [2020-11-13 03:05:30,508][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 03:05:30,508][root][INFO] - 2020-11-13 03:05:30.508069 [2020-11-13 03:06:32,192][root][INFO] - ---- batch: 010 ---- [2020-11-13 03:06:32,199][root][INFO] - mean box_loss: 0.337981 [2020-11-13 03:06:32,199][root][INFO] - mean center_loss: 0.053633 [2020-11-13 03:06:32,199][root][INFO] - mean heading_cls_loss: 1.204352 [2020-11-13 03:06:32,199][root][INFO] - mean heading_reg_loss: 0.085696 [2020-11-13 03:06:32,199][root][INFO] - mean loss: 7.786848 [2020-11-13 03:06:32,199][root][INFO] - mean neg_ratio: 0.773779 [2020-11-13 03:06:32,199][root][INFO] - mean obj_acc: 0.924374 [2020-11-13 03:06:32,200][root][INFO] - mean objectness_loss: 0.059447 [2020-11-13 03:06:32,200][root][INFO] - mean pos_ratio: 0.097736 [2020-11-13 03:06:32,200][root][INFO] - mean sem_cls_loss: 0.480340 [2020-11-13 03:06:32,200][root][INFO] - mean size_cls_loss: 0.478912 [2020-11-13 03:06:32,200][root][INFO] - mean size_reg_loss: 0.030326 [2020-11-13 03:06:32,200][root][INFO] - mean vote_loss: 0.362946 [2020-11-13 03:07:26,766][root][INFO] - ---- batch: 020 ---- [2020-11-13 03:07:26,777][root][INFO] - mean box_loss: 0.319256 [2020-11-13 03:07:26,777][root][INFO] - mean center_loss: 0.055619 [2020-11-13 03:07:26,777][root][INFO] - mean heading_cls_loss: 1.012508 [2020-11-13 03:07:26,777][root][INFO] - mean heading_reg_loss: 0.083093 [2020-11-13 03:07:26,777][root][INFO] - mean loss: 7.671067 [2020-11-13 03:07:26,777][root][INFO] - mean neg_ratio: 0.785956 [2020-11-13 03:07:26,777][root][INFO] - mean obj_acc: 0.917579 [2020-11-13 03:07:26,777][root][INFO] - mean objectness_loss: 0.064800 [2020-11-13 03:07:26,777][root][INFO] - mean pos_ratio: 0.094568 [2020-11-13 03:07:26,777][root][INFO] - mean sem_cls_loss: 0.473221 [2020-11-13 03:07:26,777][root][INFO] - mean size_cls_loss: 0.472182 [2020-11-13 03:07:26,777][root][INFO] - mean size_reg_loss: 0.032074 [2020-11-13 03:07:26,777][root][INFO] - mean vote_loss: 0.368128 [2020-11-13 03:08:21,593][root][INFO] - ---- batch: 030 ---- [2020-11-13 03:08:21,599][root][INFO] - mean box_loss: 0.325127 [2020-11-13 03:08:21,599][root][INFO] - mean center_loss: 0.053875 [2020-11-13 03:08:21,599][root][INFO] - mean heading_cls_loss: 1.126027 [2020-11-13 03:08:21,599][root][INFO] - mean heading_reg_loss: 0.078966 [2020-11-13 03:08:21,599][root][INFO] - mean loss: 7.669436 [2020-11-13 03:08:21,599][root][INFO] - mean neg_ratio: 0.756915 [2020-11-13 03:08:21,599][root][INFO] - mean obj_acc: 0.921882 [2020-11-13 03:08:21,599][root][INFO] - mean objectness_loss: 0.070920 [2020-11-13 03:08:21,599][root][INFO] - mean pos_ratio: 0.111255 [2020-11-13 03:08:21,600][root][INFO] - mean sem_cls_loss: 0.483076 [2020-11-13 03:08:21,600][root][INFO] - mean size_cls_loss: 0.483816 [2020-11-13 03:08:21,600][root][INFO] - mean size_reg_loss: 0.031302 [2020-11-13 03:08:21,600][root][INFO] - mean vote_loss: 0.358048 [2020-11-13 03:09:14,643][root][INFO] - ---- batch: 040 ---- [2020-11-13 03:09:14,648][root][INFO] - mean box_loss: 0.335938 [2020-11-13 03:09:14,648][root][INFO] - mean center_loss: 0.057820 [2020-11-13 03:09:14,648][root][INFO] - mean heading_cls_loss: 1.105773 [2020-11-13 03:09:14,648][root][INFO] - mean heading_reg_loss: 0.087921 [2020-11-13 03:09:14,648][root][INFO] - mean loss: 7.850409 [2020-11-13 03:09:14,648][root][INFO] - mean neg_ratio: 0.744373 [2020-11-13 03:09:14,648][root][INFO] - mean obj_acc: 0.902550 [2020-11-13 03:09:14,649][root][INFO] - mean objectness_loss: 0.074444 [2020-11-13 03:09:14,649][root][INFO] - mean pos_ratio: 0.119989 [2020-11-13 03:09:14,649][root][INFO] - mean sem_cls_loss: 0.471848 [2020-11-13 03:09:14,649][root][INFO] - mean size_cls_loss: 0.473788 [2020-11-13 03:09:14,649][root][INFO] - mean size_reg_loss: 0.032241 [2020-11-13 03:09:14,649][root][INFO] - mean vote_loss: 0.364696 [2020-11-13 03:10:11,048][root][INFO] - ---- batch: 050 ---- [2020-11-13 03:10:11,053][root][INFO] - mean box_loss: 0.320655 [2020-11-13 03:10:11,053][root][INFO] - mean center_loss: 0.048457 [2020-11-13 03:10:11,053][root][INFO] - mean heading_cls_loss: 1.105387 [2020-11-13 03:10:11,053][root][INFO] - mean heading_reg_loss: 0.085396 [2020-11-13 03:10:11,054][root][INFO] - mean loss: 7.374932 [2020-11-13 03:10:11,054][root][INFO] - mean neg_ratio: 0.750281 [2020-11-13 03:10:11,054][root][INFO] - mean obj_acc: 0.901110 [2020-11-13 03:10:11,054][root][INFO] - mean objectness_loss: 0.068647 [2020-11-13 03:10:11,054][root][INFO] - mean pos_ratio: 0.115204 [2020-11-13 03:10:11,054][root][INFO] - mean sem_cls_loss: 0.463206 [2020-11-13 03:10:11,054][root][INFO] - mean size_cls_loss: 0.464349 [2020-11-13 03:10:11,054][root][INFO] - mean size_reg_loss: 0.029828 [2020-11-13 03:10:11,054][root][INFO] - mean vote_loss: 0.336194 [2020-11-13 03:11:05,959][root][INFO] - ---- batch: 060 ---- [2020-11-13 03:11:05,967][root][INFO] - mean box_loss: 0.327283 [2020-11-13 03:11:05,967][root][INFO] - mean center_loss: 0.062876 [2020-11-13 03:11:05,967][root][INFO] - mean heading_cls_loss: 1.046133 [2020-11-13 03:11:05,967][root][INFO] - mean heading_reg_loss: 0.083071 [2020-11-13 03:11:05,967][root][INFO] - mean loss: 7.615712 [2020-11-13 03:11:05,967][root][INFO] - mean neg_ratio: 0.756421 [2020-11-13 03:11:05,967][root][INFO] - mean obj_acc: 0.911895 [2020-11-13 03:11:05,967][root][INFO] - mean objectness_loss: 0.065334 [2020-11-13 03:11:05,967][root][INFO] - mean pos_ratio: 0.112909 [2020-11-13 03:11:05,967][root][INFO] - mean sem_cls_loss: 0.464007 [2020-11-13 03:11:05,967][root][INFO] - mean size_cls_loss: 0.465555 [2020-11-13 03:11:05,967][root][INFO] - mean size_reg_loss: 0.030167 [2020-11-13 03:11:05,967][root][INFO] - mean vote_loss: 0.355221 [2020-11-13 03:11:59,906][root][INFO] - ---- batch: 070 ---- [2020-11-13 03:11:59,914][root][INFO] - mean box_loss: 0.345729 [2020-11-13 03:11:59,914][root][INFO] - mean center_loss: 0.061585 [2020-11-13 03:11:59,914][root][INFO] - mean heading_cls_loss: 1.152866 [2020-11-13 03:11:59,914][root][INFO] - mean heading_reg_loss: 0.082444 [2020-11-13 03:11:59,914][root][INFO] - mean loss: 7.725255 [2020-11-13 03:11:59,914][root][INFO] - mean neg_ratio: 0.756696 [2020-11-13 03:11:59,914][root][INFO] - mean obj_acc: 0.915147 [2020-11-13 03:11:59,914][root][INFO] - mean objectness_loss: 0.068704 [2020-11-13 03:11:59,914][root][INFO] - mean pos_ratio: 0.108356 [2020-11-13 03:11:59,914][root][INFO] - mean sem_cls_loss: 0.519825 [2020-11-13 03:11:59,914][root][INFO] - mean size_cls_loss: 0.521928 [2020-11-13 03:11:59,914][root][INFO] - mean size_reg_loss: 0.034221 [2020-11-13 03:11:59,914][root][INFO] - mean vote_loss: 0.340462 [2020-11-13 03:12:54,627][root][INFO] - ---- batch: 080 ---- [2020-11-13 03:12:54,636][root][INFO] - mean box_loss: 0.352181 [2020-11-13 03:12:54,637][root][INFO] - mean center_loss: 0.062832 [2020-11-13 03:12:54,638][root][INFO] - mean heading_cls_loss: 1.217428 [2020-11-13 03:12:54,638][root][INFO] - mean heading_reg_loss: 0.086908 [2020-11-13 03:12:54,638][root][INFO] - mean loss: 7.977807 [2020-11-13 03:12:54,638][root][INFO] - mean neg_ratio: 0.765430 [2020-11-13 03:12:54,638][root][INFO] - mean obj_acc: 0.921782 [2020-11-13 03:12:54,638][root][INFO] - mean objectness_loss: 0.063855 [2020-11-13 03:12:54,638][root][INFO] - mean pos_ratio: 0.102222 [2020-11-13 03:12:54,638][root][INFO] - mean sem_cls_loss: 0.469804 [2020-11-13 03:12:54,638][root][INFO] - mean size_cls_loss: 0.468865 [2020-11-13 03:12:54,638][root][INFO] - mean size_reg_loss: 0.033813 [2020-11-13 03:12:54,638][root][INFO] - mean vote_loss: 0.366692 [2020-11-13 03:13:09,609][root][INFO] - **** EPOCH 016 **** [2020-11-13 03:13:09,610][root][INFO] - Current learning rate: 0.001000 [2020-11-13 03:13:09,610][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 03:13:09,610][root][INFO] - 2020-11-13 03:13:09.610876 [2020-11-13 03:14:08,980][root][INFO] - ---- batch: 010 ---- [2020-11-13 03:14:08,988][root][INFO] - mean box_loss: 0.333496 [2020-11-13 03:14:08,988][root][INFO] - mean center_loss: 0.060543 [2020-11-13 03:14:08,988][root][INFO] - mean heading_cls_loss: 1.113001 [2020-11-13 03:14:08,988][root][INFO] - mean heading_reg_loss: 0.081526 [2020-11-13 03:14:08,988][root][INFO] - mean loss: 7.665872 [2020-11-13 03:14:08,988][root][INFO] - mean neg_ratio: 0.744458 [2020-11-13 03:14:08,988][root][INFO] - mean obj_acc: 0.911709 [2020-11-13 03:14:08,988][root][INFO] - mean objectness_loss: 0.071533 [2020-11-13 03:14:08,988][root][INFO] - mean pos_ratio: 0.116418 [2020-11-13 03:14:08,988][root][INFO] - mean sem_cls_loss: 0.496625 [2020-11-13 03:14:08,988][root][INFO] - mean size_cls_loss: 0.491806 [2020-11-13 03:14:08,988][root][INFO] - mean size_reg_loss: 0.030946 [2020-11-13 03:14:08,988][root][INFO] - mean vote_loss: 0.347662 [2020-11-13 03:15:04,103][root][INFO] - ---- batch: 020 ---- [2020-11-13 03:15:04,109][root][INFO] - mean box_loss: 0.348213 [2020-11-13 03:15:04,109][root][INFO] - mean center_loss: 0.064770 [2020-11-13 03:15:04,109][root][INFO] - mean heading_cls_loss: 1.138960 [2020-11-13 03:15:04,109][root][INFO] - mean heading_reg_loss: 0.089793 [2020-11-13 03:15:04,109][root][INFO] - mean loss: 7.944677 [2020-11-13 03:15:04,109][root][INFO] - mean neg_ratio: 0.740833 [2020-11-13 03:15:04,109][root][INFO] - mean obj_acc: 0.897273 [2020-11-13 03:15:04,109][root][INFO] - mean objectness_loss: 0.073244 [2020-11-13 03:15:04,109][root][INFO] - mean pos_ratio: 0.118091 [2020-11-13 03:15:04,109][root][INFO] - mean sem_cls_loss: 0.484499 [2020-11-13 03:15:04,109][root][INFO] - mean size_cls_loss: 0.482880 [2020-11-13 03:15:04,109][root][INFO] - mean size_reg_loss: 0.031466 [2020-11-13 03:15:04,109][root][INFO] - mean vote_loss: 0.361184 [2020-11-13 03:15:58,792][root][INFO] - ---- batch: 030 ---- [2020-11-13 03:15:58,798][root][INFO] - mean box_loss: 0.340096 [2020-11-13 03:15:58,798][root][INFO] - mean center_loss: 0.059681 [2020-11-13 03:15:58,798][root][INFO] - mean heading_cls_loss: 1.096765 [2020-11-13 03:15:58,798][root][INFO] - mean heading_reg_loss: 0.089514 [2020-11-13 03:15:58,798][root][INFO] - mean loss: 8.029253 [2020-11-13 03:15:58,799][root][INFO] - mean neg_ratio: 0.754388 [2020-11-13 03:15:58,799][root][INFO] - mean obj_acc: 0.902660 [2020-11-13 03:15:58,799][root][INFO] - mean objectness_loss: 0.072528 [2020-11-13 03:15:58,799][root][INFO] - mean pos_ratio: 0.110992 [2020-11-13 03:15:58,799][root][INFO] - mean sem_cls_loss: 0.510015 [2020-11-13 03:15:58,799][root][INFO] - mean size_cls_loss: 0.509580 [2020-11-13 03:15:58,799][root][INFO] - mean size_reg_loss: 0.030267 [2020-11-13 03:15:58,799][root][INFO] - mean vote_loss: 0.375564 [2020-11-13 03:16:53,052][root][INFO] - ---- batch: 040 ---- [2020-11-13 03:16:53,058][root][INFO] - mean box_loss: 0.331618 [2020-11-13 03:16:53,058][root][INFO] - mean center_loss: 0.058529 [2020-11-13 03:16:53,058][root][INFO] - mean heading_cls_loss: 1.123214 [2020-11-13 03:16:53,058][root][INFO] - mean heading_reg_loss: 0.078287 [2020-11-13 03:16:53,058][root][INFO] - mean loss: 7.768395 [2020-11-13 03:16:53,058][root][INFO] - mean neg_ratio: 0.747192 [2020-11-13 03:16:53,058][root][INFO] - mean obj_acc: 0.911668 [2020-11-13 03:16:53,059][root][INFO] - mean objectness_loss: 0.072532 [2020-11-13 03:16:53,059][root][INFO] - mean pos_ratio: 0.112219 [2020-11-13 03:16:53,059][root][INFO] - mean sem_cls_loss: 0.515655 [2020-11-13 03:16:53,059][root][INFO] - mean size_cls_loss: 0.516302 [2020-11-13 03:16:53,059][root][INFO] - mean size_reg_loss: 0.030850 [2020-11-13 03:16:53,059][root][INFO] - mean vote_loss: 0.357390 [2020-11-13 03:17:48,097][root][INFO] - ---- batch: 050 ---- [2020-11-13 03:17:48,103][root][INFO] - mean box_loss: 0.333034 [2020-11-13 03:17:48,105][root][INFO] - mean center_loss: 0.055734 [2020-11-13 03:17:48,105][root][INFO] - mean heading_cls_loss: 1.080516 [2020-11-13 03:17:48,105][root][INFO] - mean heading_reg_loss: 0.088179 [2020-11-13 03:17:48,105][root][INFO] - mean loss: 7.640957 [2020-11-13 03:17:48,105][root][INFO] - mean neg_ratio: 0.746307 [2020-11-13 03:17:48,105][root][INFO] - mean obj_acc: 0.919454 [2020-11-13 03:17:48,105][root][INFO] - mean objectness_loss: 0.065217 [2020-11-13 03:17:48,105][root][INFO] - mean pos_ratio: 0.113904 [2020-11-13 03:17:48,105][root][INFO] - mean sem_cls_loss: 0.476868 [2020-11-13 03:17:48,105][root][INFO] - mean size_cls_loss: 0.475423 [2020-11-13 03:17:48,105][root][INFO] - mean size_reg_loss: 0.033527 [2020-11-13 03:17:48,105][root][INFO] - mean vote_loss: 0.350767 [2020-11-13 03:18:43,632][root][INFO] - ---- batch: 060 ---- [2020-11-13 03:18:43,638][root][INFO] - mean box_loss: 0.338455 [2020-11-13 03:18:43,639][root][INFO] - mean center_loss: 0.062369 [2020-11-13 03:18:43,639][root][INFO] - mean heading_cls_loss: 1.116930 [2020-11-13 03:18:43,639][root][INFO] - mean heading_reg_loss: 0.087558 [2020-11-13 03:18:43,639][root][INFO] - mean loss: 7.694058 [2020-11-13 03:18:43,639][root][INFO] - mean neg_ratio: 0.763739 [2020-11-13 03:18:43,639][root][INFO] - mean obj_acc: 0.908304 [2020-11-13 03:18:43,639][root][INFO] - mean objectness_loss: 0.067262 [2020-11-13 03:18:43,639][root][INFO] - mean pos_ratio: 0.107074 [2020-11-13 03:18:43,639][root][INFO] - mean sem_cls_loss: 0.455191 [2020-11-13 03:18:43,639][root][INFO] - mean size_cls_loss: 0.456792 [2020-11-13 03:18:43,639][root][INFO] - mean size_reg_loss: 0.031156 [2020-11-13 03:18:43,639][root][INFO] - mean vote_loss: 0.351800 [2020-11-13 03:19:36,953][root][INFO] - ---- batch: 070 ---- [2020-11-13 03:19:36,960][root][INFO] - mean box_loss: 0.323538 [2020-11-13 03:19:36,961][root][INFO] - mean center_loss: 0.051433 [2020-11-13 03:19:36,961][root][INFO] - mean heading_cls_loss: 1.156442 [2020-11-13 03:19:36,961][root][INFO] - mean heading_reg_loss: 0.082200 [2020-11-13 03:19:36,961][root][INFO] - mean loss: 7.578398 [2020-11-13 03:19:36,961][root][INFO] - mean neg_ratio: 0.743805 [2020-11-13 03:19:36,961][root][INFO] - mean obj_acc: 0.910764 [2020-11-13 03:19:36,961][root][INFO] - mean objectness_loss: 0.073236 [2020-11-13 03:19:36,961][root][INFO] - mean pos_ratio: 0.111584 [2020-11-13 03:19:36,961][root][INFO] - mean sem_cls_loss: 0.443639 [2020-11-13 03:19:36,961][root][INFO] - mean size_cls_loss: 0.444237 [2020-11-13 03:19:36,961][root][INFO] - mean size_reg_loss: 0.029837 [2020-11-13 03:19:36,961][root][INFO] - mean vote_loss: 0.353320 [2020-11-13 03:20:31,374][root][INFO] - ---- batch: 080 ---- [2020-11-13 03:20:31,381][root][INFO] - mean box_loss: 0.329817 [2020-11-13 03:20:31,382][root][INFO] - mean center_loss: 0.056361 [2020-11-13 03:20:31,382][root][INFO] - mean heading_cls_loss: 1.111534 [2020-11-13 03:20:31,382][root][INFO] - mean heading_reg_loss: 0.082679 [2020-11-13 03:20:31,382][root][INFO] - mean loss: 7.941397 [2020-11-13 03:20:31,382][root][INFO] - mean neg_ratio: 0.750519 [2020-11-13 03:20:31,382][root][INFO] - mean obj_acc: 0.913790 [2020-11-13 03:20:31,382][root][INFO] - mean objectness_loss: 0.072301 [2020-11-13 03:20:31,382][root][INFO] - mean pos_ratio: 0.110559 [2020-11-13 03:20:31,382][root][INFO] - mean sem_cls_loss: 0.467396 [2020-11-13 03:20:31,382][root][INFO] - mean size_cls_loss: 0.467007 [2020-11-13 03:20:31,382][root][INFO] - mean size_reg_loss: 0.032922 [2020-11-13 03:20:31,382][root][INFO] - mean vote_loss: 0.381433 [2020-11-13 03:20:45,612][root][INFO] - **** EPOCH 017 **** [2020-11-13 03:20:45,612][root][INFO] - Current learning rate: 0.001000 [2020-11-13 03:20:45,612][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 03:20:45,613][root][INFO] - 2020-11-13 03:20:45.613025 [2020-11-13 03:21:45,133][root][INFO] - ---- batch: 010 ---- [2020-11-13 03:21:45,144][root][INFO] - mean box_loss: 0.322645 [2020-11-13 03:21:45,144][root][INFO] - mean center_loss: 0.077261 [2020-11-13 03:21:45,144][root][INFO] - mean heading_cls_loss: 0.991217 [2020-11-13 03:21:45,144][root][INFO] - mean heading_reg_loss: 0.071856 [2020-11-13 03:21:45,144][root][INFO] - mean loss: 7.488658 [2020-11-13 03:21:45,145][root][INFO] - mean neg_ratio: 0.715314 [2020-11-13 03:21:45,145][root][INFO] - mean obj_acc: 0.902264 [2020-11-13 03:21:45,145][root][INFO] - mean objectness_loss: 0.083314 [2020-11-13 03:21:45,145][root][INFO] - mean pos_ratio: 0.129193 [2020-11-13 03:21:45,145][root][INFO] - mean sem_cls_loss: 0.429987 [2020-11-13 03:21:45,145][root][INFO] - mean size_cls_loss: 0.430590 [2020-11-13 03:21:45,145][root][INFO] - mean size_reg_loss: 0.031347 [2020-11-13 03:21:45,145][root][INFO] - mean vote_loss: 0.341565 [2020-11-13 03:22:39,277][root][INFO] - ---- batch: 020 ---- [2020-11-13 03:22:39,283][root][INFO] - mean box_loss: 0.359660 [2020-11-13 03:22:39,283][root][INFO] - mean center_loss: 0.074790 [2020-11-13 03:22:39,283][root][INFO] - mean heading_cls_loss: 1.158119 [2020-11-13 03:22:39,283][root][INFO] - mean heading_reg_loss: 0.088906 [2020-11-13 03:22:39,283][root][INFO] - mean loss: 8.240001 [2020-11-13 03:22:39,283][root][INFO] - mean neg_ratio: 0.735107 [2020-11-13 03:22:39,283][root][INFO] - mean obj_acc: 0.891657 [2020-11-13 03:22:39,283][root][INFO] - mean objectness_loss: 0.075406 [2020-11-13 03:22:39,283][root][INFO] - mean pos_ratio: 0.123834 [2020-11-13 03:22:39,283][root][INFO] - mean sem_cls_loss: 0.504814 [2020-11-13 03:22:39,283][root][INFO] - mean size_cls_loss: 0.503737 [2020-11-13 03:22:39,283][root][INFO] - mean size_reg_loss: 0.029778 [2020-11-13 03:22:39,283][root][INFO] - mean vote_loss: 0.376156 [2020-11-13 03:23:33,828][root][INFO] - ---- batch: 030 ---- [2020-11-13 03:23:33,843][root][INFO] - mean box_loss: 0.330528 [2020-11-13 03:23:33,843][root][INFO] - mean center_loss: 0.061020 [2020-11-13 03:23:33,843][root][INFO] - mean heading_cls_loss: 1.130236 [2020-11-13 03:23:33,844][root][INFO] - mean heading_reg_loss: 0.085451 [2020-11-13 03:23:33,844][root][INFO] - mean loss: 7.459026 [2020-11-13 03:23:33,844][root][INFO] - mean neg_ratio: 0.752448 [2020-11-13 03:23:33,844][root][INFO] - mean obj_acc: 0.909200 [2020-11-13 03:23:33,844][root][INFO] - mean objectness_loss: 0.065052 [2020-11-13 03:23:33,844][root][INFO] - mean pos_ratio: 0.112823 [2020-11-13 03:23:33,844][root][INFO] - mean sem_cls_loss: 0.425894 [2020-11-13 03:23:33,844][root][INFO] - mean size_cls_loss: 0.425381 [2020-11-13 03:23:33,844][root][INFO] - mean size_reg_loss: 0.028496 [2020-11-13 03:23:33,844][root][INFO] - mean vote_loss: 0.340259 [2020-11-13 03:24:27,072][root][INFO] - ---- batch: 040 ---- [2020-11-13 03:24:27,078][root][INFO] - mean box_loss: 0.305989 [2020-11-13 03:24:27,078][root][INFO] - mean center_loss: 0.052602 [2020-11-13 03:24:27,078][root][INFO] - mean heading_cls_loss: 1.060357 [2020-11-13 03:24:27,078][root][INFO] - mean heading_reg_loss: 0.074065 [2020-11-13 03:24:27,078][root][INFO] - mean loss: 7.492074 [2020-11-13 03:24:27,078][root][INFO] - mean neg_ratio: 0.747186 [2020-11-13 03:24:27,078][root][INFO] - mean obj_acc: 0.919593 [2020-11-13 03:24:27,078][root][INFO] - mean objectness_loss: 0.071369 [2020-11-13 03:24:27,078][root][INFO] - mean pos_ratio: 0.116357 [2020-11-13 03:24:27,078][root][INFO] - mean sem_cls_loss: 0.463096 [2020-11-13 03:24:27,078][root][INFO] - mean size_cls_loss: 0.462895 [2020-11-13 03:24:27,078][root][INFO] - mean size_reg_loss: 0.026997 [2020-11-13 03:24:27,078][root][INFO] - mean vote_loss: 0.361224 [2020-11-13 03:25:21,607][root][INFO] - ---- batch: 050 ---- [2020-11-13 03:25:21,612][root][INFO] - mean box_loss: 0.325581 [2020-11-13 03:25:21,614][root][INFO] - mean center_loss: 0.052311 [2020-11-13 03:25:21,615][root][INFO] - mean heading_cls_loss: 1.091187 [2020-11-13 03:25:21,615][root][INFO] - mean heading_reg_loss: 0.080686 [2020-11-13 03:25:21,615][root][INFO] - mean loss: 7.547427 [2020-11-13 03:25:21,615][root][INFO] - mean neg_ratio: 0.759247 [2020-11-13 03:25:21,615][root][INFO] - mean obj_acc: 0.919951 [2020-11-13 03:25:21,615][root][INFO] - mean objectness_loss: 0.060910 [2020-11-13 03:25:21,615][root][INFO] - mean pos_ratio: 0.106470 [2020-11-13 03:25:21,615][root][INFO] - mean sem_cls_loss: 0.489498 [2020-11-13 03:25:21,615][root][INFO] - mean size_cls_loss: 0.489860 [2020-11-13 03:25:21,615][root][INFO] - mean size_reg_loss: 0.034479 [2020-11-13 03:25:21,615][root][INFO] - mean vote_loss: 0.349757 [2020-11-13 03:26:16,312][root][INFO] - ---- batch: 060 ---- [2020-11-13 03:26:16,319][root][INFO] - mean box_loss: 0.324370 [2020-11-13 03:26:16,319][root][INFO] - mean center_loss: 0.055925 [2020-11-13 03:26:16,320][root][INFO] - mean heading_cls_loss: 1.079914 [2020-11-13 03:26:16,320][root][INFO] - mean heading_reg_loss: 0.079948 [2020-11-13 03:26:16,320][root][INFO] - mean loss: 7.566952 [2020-11-13 03:26:16,320][root][INFO] - mean neg_ratio: 0.755463 [2020-11-13 03:26:16,320][root][INFO] - mean obj_acc: 0.916047 [2020-11-13 03:26:16,320][root][INFO] - mean objectness_loss: 0.070903 [2020-11-13 03:26:16,320][root][INFO] - mean pos_ratio: 0.112555 [2020-11-13 03:26:16,320][root][INFO] - mean sem_cls_loss: 0.509263 [2020-11-13 03:26:16,321][root][INFO] - mean size_cls_loss: 0.509642 [2020-11-13 03:26:16,321][root][INFO] - mean size_reg_loss: 0.029542 [2020-11-13 03:26:16,321][root][INFO] - mean vote_loss: 0.345947 [2020-11-13 03:27:09,187][root][INFO] - ---- batch: 070 ---- [2020-11-13 03:27:09,195][root][INFO] - mean box_loss: 0.305550 [2020-11-13 03:27:09,195][root][INFO] - mean center_loss: 0.051529 [2020-11-13 03:27:09,195][root][INFO] - mean heading_cls_loss: 1.052047 [2020-11-13 03:27:09,195][root][INFO] - mean heading_reg_loss: 0.075581 [2020-11-13 03:27:09,196][root][INFO] - mean loss: 7.358326 [2020-11-13 03:27:09,196][root][INFO] - mean neg_ratio: 0.744513 [2020-11-13 03:27:09,196][root][INFO] - mean obj_acc: 0.904607 [2020-11-13 03:27:09,196][root][INFO] - mean objectness_loss: 0.072598 [2020-11-13 03:27:09,196][root][INFO] - mean pos_ratio: 0.117053 [2020-11-13 03:27:09,196][root][INFO] - mean sem_cls_loss: 0.416448 [2020-11-13 03:27:09,196][root][INFO] - mean size_cls_loss: 0.416357 [2020-11-13 03:27:09,196][root][INFO] - mean size_reg_loss: 0.031600 [2020-11-13 03:27:09,196][root][INFO] - mean vote_loss: 0.352338 [2020-11-13 03:28:02,166][root][INFO] - ---- batch: 080 ---- [2020-11-13 03:28:02,175][root][INFO] - mean box_loss: 0.335727 [2020-11-13 03:28:02,175][root][INFO] - mean center_loss: 0.061627 [2020-11-13 03:28:02,175][root][INFO] - mean heading_cls_loss: 1.060038 [2020-11-13 03:28:02,176][root][INFO] - mean heading_reg_loss: 0.090414 [2020-11-13 03:28:02,176][root][INFO] - mean loss: 7.799090 [2020-11-13 03:28:02,176][root][INFO] - mean neg_ratio: 0.742572 [2020-11-13 03:28:02,176][root][INFO] - mean obj_acc: 0.907520 [2020-11-13 03:28:02,176][root][INFO] - mean objectness_loss: 0.071864 [2020-11-13 03:28:02,176][root][INFO] - mean pos_ratio: 0.116559 [2020-11-13 03:28:02,176][root][INFO] - mean sem_cls_loss: 0.485605 [2020-11-13 03:28:02,176][root][INFO] - mean size_cls_loss: 0.485605 [2020-11-13 03:28:02,176][root][INFO] - mean size_reg_loss: 0.029121 [2020-11-13 03:28:02,176][root][INFO] - mean vote_loss: 0.359690 [2020-11-13 03:28:17,014][root][INFO] - **** EPOCH 018 **** [2020-11-13 03:28:17,015][root][INFO] - Current learning rate: 0.001000 [2020-11-13 03:28:17,015][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 03:28:17,016][root][INFO] - 2020-11-13 03:28:17.016011 [2020-11-13 03:29:18,099][root][INFO] - ---- batch: 010 ---- [2020-11-13 03:29:18,105][root][INFO] - mean box_loss: 0.325094 [2020-11-13 03:29:18,105][root][INFO] - mean center_loss: 0.056510 [2020-11-13 03:29:18,106][root][INFO] - mean heading_cls_loss: 1.072356 [2020-11-13 03:29:18,106][root][INFO] - mean heading_reg_loss: 0.082648 [2020-11-13 03:29:18,106][root][INFO] - mean loss: 7.489353 [2020-11-13 03:29:18,106][root][INFO] - mean neg_ratio: 0.761237 [2020-11-13 03:29:18,106][root][INFO] - mean obj_acc: 0.907186 [2020-11-13 03:29:18,106][root][INFO] - mean objectness_loss: 0.069621 [2020-11-13 03:29:18,106][root][INFO] - mean pos_ratio: 0.107513 [2020-11-13 03:29:18,106][root][INFO] - mean sem_cls_loss: 0.490867 [2020-11-13 03:29:18,106][root][INFO] - mean size_cls_loss: 0.490289 [2020-11-13 03:29:18,106][root][INFO] - mean size_reg_loss: 0.029673 [2020-11-13 03:29:18,106][root][INFO] - mean vote_loss: 0.339944 [2020-11-13 03:30:12,645][root][INFO] - ---- batch: 020 ---- [2020-11-13 03:30:12,655][root][INFO] - mean box_loss: 0.340914 [2020-11-13 03:30:12,655][root][INFO] - mean center_loss: 0.055288 [2020-11-13 03:30:12,655][root][INFO] - mean heading_cls_loss: 1.137292 [2020-11-13 03:30:12,655][root][INFO] - mean heading_reg_loss: 0.091318 [2020-11-13 03:30:12,655][root][INFO] - mean loss: 7.873581 [2020-11-13 03:30:12,655][root][INFO] - mean neg_ratio: 0.735059 [2020-11-13 03:30:12,656][root][INFO] - mean obj_acc: 0.915178 [2020-11-13 03:30:12,656][root][INFO] - mean objectness_loss: 0.067476 [2020-11-13 03:30:12,656][root][INFO] - mean pos_ratio: 0.118231 [2020-11-13 03:30:12,656][root][INFO] - mean sem_cls_loss: 0.492143 [2020-11-13 03:30:12,656][root][INFO] - mean size_cls_loss: 0.493228 [2020-11-13 03:30:12,656][root][INFO] - mean size_reg_loss: 0.031256 [2020-11-13 03:30:12,656][root][INFO] - mean vote_loss: 0.363491 [2020-11-13 03:31:06,876][root][INFO] - ---- batch: 030 ---- [2020-11-13 03:31:06,882][root][INFO] - mean box_loss: 0.320017 [2020-11-13 03:31:06,883][root][INFO] - mean center_loss: 0.052617 [2020-11-13 03:31:06,883][root][INFO] - mean heading_cls_loss: 1.126294 [2020-11-13 03:31:06,883][root][INFO] - mean heading_reg_loss: 0.078763 [2020-11-13 03:31:06,883][root][INFO] - mean loss: 7.454412 [2020-11-13 03:31:06,883][root][INFO] - mean neg_ratio: 0.742194 [2020-11-13 03:31:06,883][root][INFO] - mean obj_acc: 0.909074 [2020-11-13 03:31:06,883][root][INFO] - mean objectness_loss: 0.072554 [2020-11-13 03:31:06,883][root][INFO] - mean pos_ratio: 0.121832 [2020-11-13 03:31:06,883][root][INFO] - mean sem_cls_loss: 0.446409 [2020-11-13 03:31:06,883][root][INFO] - mean size_cls_loss: 0.449646 [2020-11-13 03:31:06,883][root][INFO] - mean size_reg_loss: 0.031043 [2020-11-13 03:31:06,883][root][INFO] - mean vote_loss: 0.344507 [2020-11-13 03:32:00,937][root][INFO] - ---- batch: 040 ---- [2020-11-13 03:32:00,942][root][INFO] - mean box_loss: 0.308297 [2020-11-13 03:32:00,942][root][INFO] - mean center_loss: 0.060492 [2020-11-13 03:32:00,942][root][INFO] - mean heading_cls_loss: 1.026596 [2020-11-13 03:32:00,942][root][INFO] - mean heading_reg_loss: 0.075177 [2020-11-13 03:32:00,942][root][INFO] - mean loss: 7.072694 [2020-11-13 03:32:00,942][root][INFO] - mean neg_ratio: 0.748907 [2020-11-13 03:32:00,942][root][INFO] - mean obj_acc: 0.905189 [2020-11-13 03:32:00,942][root][INFO] - mean objectness_loss: 0.072324 [2020-11-13 03:32:00,943][root][INFO] - mean pos_ratio: 0.118207 [2020-11-13 03:32:00,943][root][INFO] - mean sem_cls_loss: 0.410015 [2020-11-13 03:32:00,943][root][INFO] - mean size_cls_loss: 0.412805 [2020-11-13 03:32:00,943][root][INFO] - mean size_reg_loss: 0.028688 [2020-11-13 03:32:00,943][root][INFO] - mean vote_loss: 0.321809 [2020-11-13 03:32:55,004][root][INFO] - ---- batch: 050 ---- [2020-11-13 03:32:55,009][root][INFO] - mean box_loss: 0.329822 [2020-11-13 03:32:55,010][root][INFO] - mean center_loss: 0.064179 [2020-11-13 03:32:55,010][root][INFO] - mean heading_cls_loss: 1.052932 [2020-11-13 03:32:55,010][root][INFO] - mean heading_reg_loss: 0.082290 [2020-11-13 03:32:55,010][root][INFO] - mean loss: 7.574806 [2020-11-13 03:32:55,010][root][INFO] - mean neg_ratio: 0.750244 [2020-11-13 03:32:55,010][root][INFO] - mean obj_acc: 0.911489 [2020-11-13 03:32:55,010][root][INFO] - mean objectness_loss: 0.068401 [2020-11-13 03:32:55,010][root][INFO] - mean pos_ratio: 0.110980 [2020-11-13 03:32:55,010][root][INFO] - mean sem_cls_loss: 0.476137 [2020-11-13 03:32:55,010][root][INFO] - mean size_cls_loss: 0.477331 [2020-11-13 03:32:55,010][root][INFO] - mean size_reg_loss: 0.030326 [2020-11-13 03:32:55,010][root][INFO] - mean vote_loss: 0.345845 [2020-11-13 03:33:50,012][root][INFO] - ---- batch: 060 ---- [2020-11-13 03:33:50,020][root][INFO] - mean box_loss: 0.322815 [2020-11-13 03:33:50,020][root][INFO] - mean center_loss: 0.053493 [2020-11-13 03:33:50,020][root][INFO] - mean heading_cls_loss: 1.134534 [2020-11-13 03:33:50,020][root][INFO] - mean heading_reg_loss: 0.082400 [2020-11-13 03:33:50,020][root][INFO] - mean loss: 7.445224 [2020-11-13 03:33:50,020][root][INFO] - mean neg_ratio: 0.747913 [2020-11-13 03:33:50,020][root][INFO] - mean obj_acc: 0.920348 [2020-11-13 03:33:50,020][root][INFO] - mean objectness_loss: 0.067692 [2020-11-13 03:33:50,020][root][INFO] - mean pos_ratio: 0.113031 [2020-11-13 03:33:50,020][root][INFO] - mean sem_cls_loss: 0.388548 [2020-11-13 03:33:50,021][root][INFO] - mean size_cls_loss: 0.387932 [2020-11-13 03:33:50,021][root][INFO] - mean size_reg_loss: 0.034676 [2020-11-13 03:33:50,021][root][INFO] - mean vote_loss: 0.349006 [2020-11-13 03:34:43,210][root][INFO] - ---- batch: 070 ---- [2020-11-13 03:34:43,217][root][INFO] - mean box_loss: 0.322078 [2020-11-13 03:34:43,218][root][INFO] - mean center_loss: 0.061277 [2020-11-13 03:34:43,219][root][INFO] - mean heading_cls_loss: 1.096326 [2020-11-13 03:34:43,219][root][INFO] - mean heading_reg_loss: 0.075858 [2020-11-13 03:34:43,219][root][INFO] - mean loss: 7.526771 [2020-11-13 03:34:43,219][root][INFO] - mean neg_ratio: 0.751984 [2020-11-13 03:34:43,219][root][INFO] - mean obj_acc: 0.912433 [2020-11-13 03:34:43,219][root][INFO] - mean objectness_loss: 0.067728 [2020-11-13 03:34:43,219][root][INFO] - mean pos_ratio: 0.113464 [2020-11-13 03:34:43,219][root][INFO] - mean sem_cls_loss: 0.436784 [2020-11-13 03:34:43,219][root][INFO] - mean size_cls_loss: 0.436409 [2020-11-13 03:34:43,219][root][INFO] - mean size_reg_loss: 0.031670 [2020-11-13 03:34:43,219][root][INFO] - mean vote_loss: 0.353056 [2020-11-13 03:35:35,761][root][INFO] - ---- batch: 080 ---- [2020-11-13 03:35:35,771][root][INFO] - mean box_loss: 0.306975 [2020-11-13 03:35:35,771][root][INFO] - mean center_loss: 0.051884 [2020-11-13 03:35:35,772][root][INFO] - mean heading_cls_loss: 1.033369 [2020-11-13 03:35:35,772][root][INFO] - mean heading_reg_loss: 0.075544 [2020-11-13 03:35:35,772][root][INFO] - mean loss: 7.278587 [2020-11-13 03:35:35,772][root][INFO] - mean neg_ratio: 0.752618 [2020-11-13 03:35:35,772][root][INFO] - mean obj_acc: 0.921966 [2020-11-13 03:35:35,772][root][INFO] - mean objectness_loss: 0.065741 [2020-11-13 03:35:35,772][root][INFO] - mean pos_ratio: 0.115454 [2020-11-13 03:35:35,772][root][INFO] - mean sem_cls_loss: 0.465644 [2020-11-13 03:35:35,772][root][INFO] - mean size_cls_loss: 0.464697 [2020-11-13 03:35:35,772][root][INFO] - mean size_reg_loss: 0.029741 [2020-11-13 03:35:35,772][root][INFO] - mean vote_loss: 0.341448 [2020-11-13 03:35:50,936][root][INFO] - **** EPOCH 019 **** [2020-11-13 03:35:50,936][root][INFO] - Current learning rate: 0.001000 [2020-11-13 03:35:50,936][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 03:35:50,937][root][INFO] - 2020-11-13 03:35:50.937023 [2020-11-13 03:36:51,123][root][INFO] - ---- batch: 010 ---- [2020-11-13 03:36:51,133][root][INFO] - mean box_loss: 0.315491 [2020-11-13 03:36:51,133][root][INFO] - mean center_loss: 0.054831 [2020-11-13 03:36:51,133][root][INFO] - mean heading_cls_loss: 1.070572 [2020-11-13 03:36:51,133][root][INFO] - mean heading_reg_loss: 0.081398 [2020-11-13 03:36:51,133][root][INFO] - mean loss: 7.130301 [2020-11-13 03:36:51,133][root][INFO] - mean neg_ratio: 0.745380 [2020-11-13 03:36:51,133][root][INFO] - mean obj_acc: 0.916170 [2020-11-13 03:36:51,133][root][INFO] - mean objectness_loss: 0.066402 [2020-11-13 03:36:51,133][root][INFO] - mean pos_ratio: 0.114606 [2020-11-13 03:36:51,133][root][INFO] - mean sem_cls_loss: 0.433385 [2020-11-13 03:36:51,133][root][INFO] - mean size_cls_loss: 0.433910 [2020-11-13 03:36:51,133][root][INFO] - mean size_reg_loss: 0.028814 [2020-11-13 03:36:51,134][root][INFO] - mean vote_loss: 0.321000 [2020-11-13 03:37:47,086][root][INFO] - ---- batch: 020 ---- [2020-11-13 03:37:47,092][root][INFO] - mean box_loss: 0.338781 [2020-11-13 03:37:47,092][root][INFO] - mean center_loss: 0.059127 [2020-11-13 03:37:47,092][root][INFO] - mean heading_cls_loss: 1.135388 [2020-11-13 03:37:47,092][root][INFO] - mean heading_reg_loss: 0.084274 [2020-11-13 03:37:47,092][root][INFO] - mean loss: 7.912723 [2020-11-13 03:37:47,092][root][INFO] - mean neg_ratio: 0.764172 [2020-11-13 03:37:47,092][root][INFO] - mean obj_acc: 0.913649 [2020-11-13 03:37:47,092][root][INFO] - mean objectness_loss: 0.061643 [2020-11-13 03:37:47,092][root][INFO] - mean pos_ratio: 0.103778 [2020-11-13 03:37:47,093][root][INFO] - mean sem_cls_loss: 0.510506 [2020-11-13 03:37:47,093][root][INFO] - mean size_cls_loss: 0.512929 [2020-11-13 03:37:47,093][root][INFO] - mean size_reg_loss: 0.030548 [2020-11-13 03:37:47,093][root][INFO] - mean vote_loss: 0.370619 [2020-11-13 03:38:41,823][root][INFO] - ---- batch: 030 ---- [2020-11-13 03:38:41,828][root][INFO] - mean box_loss: 0.316700 [2020-11-13 03:38:41,828][root][INFO] - mean center_loss: 0.060133 [2020-11-13 03:38:41,828][root][INFO] - mean heading_cls_loss: 1.061372 [2020-11-13 03:38:41,828][root][INFO] - mean heading_reg_loss: 0.080160 [2020-11-13 03:38:41,828][root][INFO] - mean loss: 7.256627 [2020-11-13 03:38:41,828][root][INFO] - mean neg_ratio: 0.767206 [2020-11-13 03:38:41,828][root][INFO] - mean obj_acc: 0.923734 [2020-11-13 03:38:41,828][root][INFO] - mean objectness_loss: 0.060778 [2020-11-13 03:38:41,829][root][INFO] - mean pos_ratio: 0.109027 [2020-11-13 03:38:41,829][root][INFO] - mean sem_cls_loss: 0.408872 [2020-11-13 03:38:41,829][root][INFO] - mean size_cls_loss: 0.408555 [2020-11-13 03:38:41,829][root][INFO] - mean size_reg_loss: 0.029415 [2020-11-13 03:38:41,829][root][INFO] - mean vote_loss: 0.337687 [2020-11-13 03:39:36,428][root][INFO] - ---- batch: 040 ---- [2020-11-13 03:39:36,434][root][INFO] - mean box_loss: 0.313762 [2020-11-13 03:39:36,434][root][INFO] - mean center_loss: 0.049976 [2020-11-13 03:39:36,434][root][INFO] - mean heading_cls_loss: 1.079875 [2020-11-13 03:39:36,434][root][INFO] - mean heading_reg_loss: 0.076592 [2020-11-13 03:39:36,434][root][INFO] - mean loss: 7.299554 [2020-11-13 03:39:36,434][root][INFO] - mean neg_ratio: 0.748938 [2020-11-13 03:39:36,434][root][INFO] - mean obj_acc: 0.915715 [2020-11-13 03:39:36,434][root][INFO] - mean objectness_loss: 0.069762 [2020-11-13 03:39:36,435][root][INFO] - mean pos_ratio: 0.120020 [2020-11-13 03:39:36,435][root][INFO] - mean sem_cls_loss: 0.485939 [2020-11-13 03:39:36,435][root][INFO] - mean size_cls_loss: 0.484942 [2020-11-13 03:39:36,435][root][INFO] - mean size_reg_loss: 0.030712 [2020-11-13 03:39:36,435][root][INFO] - mean vote_loss: 0.332719 [2020-11-13 03:40:31,563][root][INFO] - ---- batch: 050 ---- [2020-11-13 03:40:31,569][root][INFO] - mean box_loss: 0.320550 [2020-11-13 03:40:31,570][root][INFO] - mean center_loss: 0.066320 [2020-11-13 03:40:31,571][root][INFO] - mean heading_cls_loss: 1.059904 [2020-11-13 03:40:31,571][root][INFO] - mean heading_reg_loss: 0.075803 [2020-11-13 03:40:31,571][root][INFO] - mean loss: 7.530423 [2020-11-13 03:40:31,571][root][INFO] - mean neg_ratio: 0.743243 [2020-11-13 03:40:31,571][root][INFO] - mean obj_acc: 0.913382 [2020-11-13 03:40:31,571][root][INFO] - mean objectness_loss: 0.065443 [2020-11-13 03:40:31,571][root][INFO] - mean pos_ratio: 0.125232 [2020-11-13 03:40:31,571][root][INFO] - mean sem_cls_loss: 0.452075 [2020-11-13 03:40:31,571][root][INFO] - mean size_cls_loss: 0.450711 [2020-11-13 03:40:31,571][root][INFO] - mean size_reg_loss: 0.027366 [2020-11-13 03:40:31,571][root][INFO] - mean vote_loss: 0.354563 [2020-11-13 03:41:24,411][root][INFO] - ---- batch: 060 ---- [2020-11-13 03:41:24,423][root][INFO] - mean box_loss: 0.295323 [2020-11-13 03:41:24,423][root][INFO] - mean center_loss: 0.050587 [2020-11-13 03:41:24,424][root][INFO] - mean heading_cls_loss: 0.999973 [2020-11-13 03:41:24,424][root][INFO] - mean heading_reg_loss: 0.074138 [2020-11-13 03:41:24,424][root][INFO] - mean loss: 7.091135 [2020-11-13 03:41:24,424][root][INFO] - mean neg_ratio: 0.761041 [2020-11-13 03:41:24,424][root][INFO] - mean obj_acc: 0.915113 [2020-11-13 03:41:24,424][root][INFO] - mean objectness_loss: 0.062904 [2020-11-13 03:41:24,424][root][INFO] - mean pos_ratio: 0.115222 [2020-11-13 03:41:24,424][root][INFO] - mean sem_cls_loss: 0.426511 [2020-11-13 03:41:24,424][root][INFO] - mean size_cls_loss: 0.425518 [2020-11-13 03:41:24,424][root][INFO] - mean size_reg_loss: 0.028049 [2020-11-13 03:41:24,424][root][INFO] - mean vote_loss: 0.339687 [2020-11-13 03:42:17,711][root][INFO] - ---- batch: 070 ---- [2020-11-13 03:42:17,718][root][INFO] - mean box_loss: 0.315427 [2020-11-13 03:42:17,719][root][INFO] - mean center_loss: 0.060283 [2020-11-13 03:42:17,719][root][INFO] - mean heading_cls_loss: 1.083976 [2020-11-13 03:42:17,719][root][INFO] - mean heading_reg_loss: 0.075611 [2020-11-13 03:42:17,719][root][INFO] - mean loss: 7.235787 [2020-11-13 03:42:17,719][root][INFO] - mean neg_ratio: 0.763562 [2020-11-13 03:42:17,719][root][INFO] - mean obj_acc: 0.917865 [2020-11-13 03:42:17,719][root][INFO] - mean objectness_loss: 0.062395 [2020-11-13 03:42:17,719][root][INFO] - mean pos_ratio: 0.106232 [2020-11-13 03:42:17,720][root][INFO] - mean sem_cls_loss: 0.414085 [2020-11-13 03:42:17,720][root][INFO] - mean size_cls_loss: 0.413114 [2020-11-13 03:42:17,720][root][INFO] - mean size_reg_loss: 0.029824 [2020-11-13 03:42:17,720][root][INFO] - mean vote_loss: 0.335546 [2020-11-13 03:43:09,819][root][INFO] - ---- batch: 080 ---- [2020-11-13 03:43:09,828][root][INFO] - mean box_loss: 0.321144 [2020-11-13 03:43:09,828][root][INFO] - mean center_loss: 0.052532 [2020-11-13 03:43:09,829][root][INFO] - mean heading_cls_loss: 1.083013 [2020-11-13 03:43:09,829][root][INFO] - mean heading_reg_loss: 0.082923 [2020-11-13 03:43:09,829][root][INFO] - mean loss: 7.676974 [2020-11-13 03:43:09,829][root][INFO] - mean neg_ratio: 0.766492 [2020-11-13 03:43:09,829][root][INFO] - mean obj_acc: 0.927320 [2020-11-13 03:43:09,829][root][INFO] - mean objectness_loss: 0.061738 [2020-11-13 03:43:09,829][root][INFO] - mean pos_ratio: 0.108661 [2020-11-13 03:43:09,829][root][INFO] - mean sem_cls_loss: 0.461101 [2020-11-13 03:43:09,829][root][INFO] - mean size_cls_loss: 0.462212 [2020-11-13 03:43:09,830][root][INFO] - mean size_reg_loss: 0.031167 [2020-11-13 03:43:09,830][root][INFO] - mean vote_loss: 0.369574 [2020-11-13 03:43:23,860][root][INFO] - Eval batch: 0 [2020-11-13 03:43:26,103][root][INFO] - Eval batch: 10 [2020-11-13 03:43:27,911][root][INFO] - Eval batch: 20 [2020-11-13 03:43:29,864][root][INFO] - Eval batch: 30 [2020-11-13 03:43:31,703][root][INFO] - Eval batch: 40 [2020-11-13 03:43:33,707][root][INFO] - Eval batch: 50 [2020-11-13 03:43:35,536][root][INFO] - Eval batch: 60 [2020-11-13 03:43:37,573][root][INFO] - Eval batch: 70 [2020-11-13 03:43:39,381][root][INFO] - 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Eval batch: 4760 [2020-11-13 03:58:36,598][root][INFO] - Eval batch: 4770 [2020-11-13 03:58:38,484][root][INFO] - Eval batch: 4780 [2020-11-13 03:58:40,350][root][INFO] - Eval batch: 4790 [2020-11-13 03:58:42,350][root][INFO] - Eval batch: 4800 [2020-11-13 03:58:44,672][root][INFO] - Eval batch: 4810 [2020-11-13 03:58:46,854][root][INFO] - Eval batch: 4820 [2020-11-13 03:58:48,887][root][INFO] - Eval batch: 4830 [2020-11-13 03:58:50,730][root][INFO] - Eval batch: 4840 [2020-11-13 03:58:52,539][root][INFO] - Eval batch: 4850 [2020-11-13 03:58:54,544][root][INFO] - Eval batch: 4860 [2020-11-13 03:58:56,442][root][INFO] - Eval batch: 4870 [2020-11-13 03:58:58,323][root][INFO] - Eval batch: 4880 [2020-11-13 03:59:00,237][root][INFO] - Eval batch: 4890 [2020-11-13 03:59:02,129][root][INFO] - Eval batch: 4900 [2020-11-13 03:59:03,983][root][INFO] - Eval batch: 4910 [2020-11-13 03:59:06,036][root][INFO] - Eval batch: 4920 [2020-11-13 03:59:08,028][root][INFO] - Eval batch: 4930 [2020-11-13 03:59:09,972][root][INFO] - Eval batch: 4940 [2020-11-13 03:59:11,872][root][INFO] - Eval batch: 4950 [2020-11-13 03:59:13,849][root][INFO] - Eval batch: 4960 [2020-11-13 03:59:15,866][root][INFO] - Eval batch: 4970 [2020-11-13 03:59:17,806][root][INFO] - Eval batch: 4980 [2020-11-13 03:59:19,802][root][INFO] - Eval batch: 4990 [2020-11-13 03:59:21,720][root][INFO] - Eval batch: 5000 [2020-11-13 03:59:23,704][root][INFO] - Eval batch: 5010 [2020-11-13 03:59:25,678][root][INFO] - Eval batch: 5020 [2020-11-13 03:59:27,559][root][INFO] - Eval batch: 5030 [2020-11-13 03:59:29,612][root][INFO] - Eval batch: 5040 [2020-11-13 03:59:31,733][root][INFO] - eval mean box_loss: 0.295517 [2020-11-13 03:59:31,733][root][INFO] - eval mean center_loss: 0.050912 [2020-11-13 03:59:31,734][root][INFO] - eval mean heading_cls_loss: 0.991636 [2020-11-13 03:59:31,734][root][INFO] - eval mean heading_reg_loss: 0.064967 [2020-11-13 03:59:31,735][root][INFO] - eval mean loss: 6.647249 [2020-11-13 03:59:31,735][root][INFO] - eval mean neg_ratio: 0.737192 [2020-11-13 03:59:31,736][root][INFO] - eval mean obj_acc: 0.909173 [2020-11-13 03:59:31,736][root][INFO] - eval mean objectness_loss: 0.076916 [2020-11-13 03:59:31,737][root][INFO] - eval mean pos_ratio: 0.123659 [2020-11-13 03:59:31,737][root][INFO] - eval mean sem_cls_loss: 0.521595 [2020-11-13 03:59:31,737][root][INFO] - eval mean size_cls_loss: 0.522138 [2020-11-13 03:59:31,738][root][INFO] - eval mean size_reg_loss: 0.028260 [2020-11-13 03:59:31,738][root][INFO] - eval mean vote_loss: 0.278591 [2020-11-13 04:00:40,858][root][INFO] - eval bed Average Precision: 0.320273 [2020-11-13 04:00:40,859][root][INFO] - eval table Average Precision: 0.075551 [2020-11-13 04:00:40,875][root][INFO] - eval sofa Average Precision: 0.290421 [2020-11-13 04:00:40,875][root][INFO] - eval chair Average Precision: 0.262747 [2020-11-13 04:00:40,875][root][INFO] - eval toilet Average Precision: 0.248349 [2020-11-13 04:00:40,875][root][INFO] - eval desk Average Precision: 0.024203 [2020-11-13 04:00:40,875][root][INFO] - eval dresser Average Precision: 0.013845 [2020-11-13 04:00:40,875][root][INFO] - eval night_stand Average Precision: 0.066430 [2020-11-13 04:00:40,875][root][INFO] - eval bookshelf Average Precision: 0.009617 [2020-11-13 04:00:40,875][root][INFO] - eval bathtub Average Precision: 0.176108 [2020-11-13 04:00:40,875][root][INFO] - eval mAP: 0.148754 [2020-11-13 04:00:40,876][root][INFO] - eval bed Recall: 0.523020 [2020-11-13 04:00:40,876][root][INFO] - eval table Recall: 0.278119 [2020-11-13 04:00:40,876][root][INFO] - eval sofa Recall: 0.491393 [2020-11-13 04:00:40,876][root][INFO] - eval chair Recall: 0.480947 [2020-11-13 04:00:40,876][root][INFO] - eval toilet Recall: 0.483444 [2020-11-13 04:00:40,876][root][INFO] - eval desk Recall: 0.196262 [2020-11-13 04:00:40,876][root][INFO] - eval dresser Recall: 0.222222 [2020-11-13 04:00:40,876][root][INFO] - eval night_stand Recall: 0.362205 [2020-11-13 04:00:40,876][root][INFO] - eval bookshelf Recall: 0.086957 [2020-11-13 04:00:40,876][root][INFO] - eval bathtub Recall: 0.384615 [2020-11-13 04:00:40,876][root][INFO] - eval AR: 0.350918 [2020-11-13 04:00:40,877][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 04:00:42,417][root][INFO] - **** EPOCH 020 **** [2020-11-13 04:00:42,418][root][INFO] - Current learning rate: 0.001000 [2020-11-13 04:00:42,418][root][INFO] - Current BN decay momentum: 0.500000 [2020-11-13 04:00:42,418][root][INFO] - 2020-11-13 04:00:42.418802 [2020-11-13 04:01:44,742][root][INFO] - ---- batch: 010 ---- [2020-11-13 04:01:44,749][root][INFO] - mean box_loss: 0.322902 [2020-11-13 04:01:44,749][root][INFO] - mean center_loss: 0.048548 [2020-11-13 04:01:44,750][root][INFO] - mean heading_cls_loss: 1.068648 [2020-11-13 04:01:44,750][root][INFO] - mean heading_reg_loss: 0.092194 [2020-11-13 04:01:44,750][root][INFO] - mean loss: 7.245458 [2020-11-13 04:01:44,750][root][INFO] - mean neg_ratio: 0.749011 [2020-11-13 04:01:44,750][root][INFO] - mean obj_acc: 0.917751 [2020-11-13 04:01:44,750][root][INFO] - mean objectness_loss: 0.065691 [2020-11-13 04:01:44,750][root][INFO] - mean pos_ratio: 0.119812 [2020-11-13 04:01:44,750][root][INFO] - mean sem_cls_loss: 0.464293 [2020-11-13 04:01:44,750][root][INFO] - mean size_cls_loss: 0.463718 [2020-11-13 04:01:44,750][root][INFO] - mean size_reg_loss: 0.028923 [2020-11-13 04:01:44,750][root][INFO] - mean vote_loss: 0.322369 [2020-11-13 04:02:40,316][root][INFO] - ---- batch: 020 ---- [2020-11-13 04:02:40,324][root][INFO] - mean box_loss: 0.315200 [2020-11-13 04:02:40,325][root][INFO] - mean center_loss: 0.058154 [2020-11-13 04:02:40,325][root][INFO] - mean heading_cls_loss: 1.078339 [2020-11-13 04:02:40,325][root][INFO] - mean heading_reg_loss: 0.078887 [2020-11-13 04:02:40,325][root][INFO] - mean loss: 7.194417 [2020-11-13 04:02:40,325][root][INFO] - mean neg_ratio: 0.761548 [2020-11-13 04:02:40,325][root][INFO] - mean obj_acc: 0.910881 [2020-11-13 04:02:40,325][root][INFO] - mean objectness_loss: 0.065421 [2020-11-13 04:02:40,325][root][INFO] - mean pos_ratio: 0.116296 [2020-11-13 04:02:40,325][root][INFO] - mean sem_cls_loss: 0.429941 [2020-11-13 04:02:40,325][root][INFO] - mean size_cls_loss: 0.431373 [2020-11-13 04:02:40,325][root][INFO] - mean size_reg_loss: 0.027188 [2020-11-13 04:02:40,325][root][INFO] - mean vote_loss: 0.328537 [2020-11-13 04:03:35,683][root][INFO] - ---- batch: 030 ---- [2020-11-13 04:03:35,689][root][INFO] - mean box_loss: 0.317934 [2020-11-13 04:03:35,689][root][INFO] - mean center_loss: 0.054126 [2020-11-13 04:03:35,689][root][INFO] - mean heading_cls_loss: 1.150743 [2020-11-13 04:03:35,689][root][INFO] - mean heading_reg_loss: 0.076456 [2020-11-13 04:03:35,689][root][INFO] - mean loss: 7.479521 [2020-11-13 04:03:35,689][root][INFO] - mean neg_ratio: 0.755774 [2020-11-13 04:03:35,689][root][INFO] - mean obj_acc: 0.915869 [2020-11-13 04:03:35,689][root][INFO] - mean objectness_loss: 0.062454 [2020-11-13 04:03:35,689][root][INFO] - mean pos_ratio: 0.113818 [2020-11-13 04:03:35,690][root][INFO] - mean sem_cls_loss: 0.420182 [2020-11-13 04:03:35,690][root][INFO] - mean size_cls_loss: 0.419435 [2020-11-13 04:03:35,690][root][INFO] - mean size_reg_loss: 0.030334 [2020-11-13 04:03:35,690][root][INFO] - mean vote_loss: 0.356772 [2020-11-13 04:04:28,835][root][INFO] - ---- batch: 040 ---- [2020-11-13 04:04:28,841][root][INFO] - mean box_loss: 0.323381 [2020-11-13 04:04:28,841][root][INFO] - mean center_loss: 0.060284 [2020-11-13 04:04:28,841][root][INFO] - mean heading_cls_loss: 1.098232 [2020-11-13 04:04:28,841][root][INFO] - mean heading_reg_loss: 0.072624 [2020-11-13 04:04:28,841][root][INFO] - mean loss: 7.564152 [2020-11-13 04:04:28,841][root][INFO] - mean neg_ratio: 0.754858 [2020-11-13 04:04:28,841][root][INFO] - mean obj_acc: 0.913671 [2020-11-13 04:04:28,841][root][INFO] - mean objectness_loss: 0.066867 [2020-11-13 04:04:28,841][root][INFO] - mean pos_ratio: 0.113513 [2020-11-13 04:04:28,841][root][INFO] - mean sem_cls_loss: 0.471218 [2020-11-13 04:04:28,841][root][INFO] - mean size_cls_loss: 0.471325 [2020-11-13 04:04:28,841][root][INFO] - mean size_reg_loss: 0.033517 [2020-11-13 04:04:28,841][root][INFO] - mean vote_loss: 0.352480 [2020-11-13 04:05:23,966][root][INFO] - ---- batch: 050 ---- [2020-11-13 04:05:23,973][root][INFO] - mean box_loss: 0.289333 [2020-11-13 04:05:23,973][root][INFO] - mean center_loss: 0.050788 [2020-11-13 04:05:23,973][root][INFO] - mean heading_cls_loss: 0.975163 [2020-11-13 04:05:23,974][root][INFO] - mean heading_reg_loss: 0.070331 [2020-11-13 04:05:23,975][root][INFO] - mean loss: 7.124808 [2020-11-13 04:05:23,975][root][INFO] - mean neg_ratio: 0.749481 [2020-11-13 04:05:23,976][root][INFO] - mean obj_acc: 0.921591 [2020-11-13 04:05:23,976][root][INFO] - mean objectness_loss: 0.061204 [2020-11-13 04:05:23,976][root][INFO] - mean pos_ratio: 0.114655 [2020-11-13 04:05:23,976][root][INFO] - mean sem_cls_loss: 0.412086 [2020-11-13 04:05:23,976][root][INFO] - mean size_cls_loss: 0.410314 [2020-11-13 04:05:23,976][root][INFO] - mean size_reg_loss: 0.029666 [2020-11-13 04:05:23,976][root][INFO] - mean vote_loss: 0.351337 [2020-11-13 04:06:20,089][root][INFO] - ---- batch: 060 ---- [2020-11-13 04:06:20,097][root][INFO] - mean box_loss: 0.312589 [2020-11-13 04:06:20,097][root][INFO] - mean center_loss: 0.052231 [2020-11-13 04:06:20,097][root][INFO] - mean heading_cls_loss: 1.058917 [2020-11-13 04:06:20,097][root][INFO] - mean heading_reg_loss: 0.080620 [2020-11-13 04:06:20,097][root][INFO] - mean loss: 7.198831 [2020-11-13 04:06:20,097][root][INFO] - mean neg_ratio: 0.748291 [2020-11-13 04:06:20,098][root][INFO] - mean obj_acc: 0.917036 [2020-11-13 04:06:20,098][root][INFO] - mean objectness_loss: 0.061041 [2020-11-13 04:06:20,098][root][INFO] - mean pos_ratio: 0.114209 [2020-11-13 04:06:20,098][root][INFO] - mean sem_cls_loss: 0.435834 [2020-11-13 04:06:20,098][root][INFO] - mean size_cls_loss: 0.437730 [2020-11-13 04:06:20,098][root][INFO] - mean size_reg_loss: 0.030073 [2020-11-13 04:06:20,098][root][INFO] - mean vote_loss: 0.333190 [2020-11-13 04:07:14,423][root][INFO] - ---- batch: 070 ---- [2020-11-13 04:07:14,429][root][INFO] - mean box_loss: 0.310811 [2020-11-13 04:07:14,430][root][INFO] - mean center_loss: 0.050185 [2020-11-13 04:07:14,430][root][INFO] - mean heading_cls_loss: 1.095159 [2020-11-13 04:07:14,430][root][INFO] - mean heading_reg_loss: 0.080646 [2020-11-13 04:07:14,430][root][INFO] - mean loss: 7.150541 [2020-11-13 04:07:14,430][root][INFO] - mean neg_ratio: 0.768427 [2020-11-13 04:07:14,430][root][INFO] - mean obj_acc: 0.911517 [2020-11-13 04:07:14,430][root][INFO] - mean objectness_loss: 0.062282 [2020-11-13 04:07:14,431][root][INFO] - mean pos_ratio: 0.105896 [2020-11-13 04:07:14,431][root][INFO] - mean sem_cls_loss: 0.393878 [2020-11-13 04:07:14,431][root][INFO] - mean size_cls_loss: 0.395427 [2020-11-13 04:07:14,431][root][INFO] - mean size_reg_loss: 0.030921 [2020-11-13 04:07:14,431][root][INFO] - mean vote_loss: 0.333714 [2020-11-13 04:08:07,994][root][INFO] - ---- batch: 080 ---- [2020-11-13 04:08:08,003][root][INFO] - mean box_loss: 0.323031 [2020-11-13 04:08:08,004][root][INFO] - mean center_loss: 0.067329 [2020-11-13 04:08:08,004][root][INFO] - mean heading_cls_loss: 1.048417 [2020-11-13 04:08:08,004][root][INFO] - mean heading_reg_loss: 0.077620 [2020-11-13 04:08:08,004][root][INFO] - mean loss: 7.405435 [2020-11-13 04:08:08,004][root][INFO] - mean neg_ratio: 0.751099 [2020-11-13 04:08:08,005][root][INFO] - mean obj_acc: 0.922989 [2020-11-13 04:08:08,005][root][INFO] - mean objectness_loss: 0.064273 [2020-11-13 04:08:08,005][root][INFO] - mean pos_ratio: 0.115771 [2020-11-13 04:08:08,005][root][INFO] - mean sem_cls_loss: 0.432565 [2020-11-13 04:08:08,005][root][INFO] - mean size_cls_loss: 0.433321 [2020-11-13 04:08:08,005][root][INFO] - mean size_reg_loss: 0.029908 [2020-11-13 04:08:08,005][root][INFO] - mean vote_loss: 0.342120 [2020-11-13 04:08:23,420][root][INFO] - **** EPOCH 021 **** [2020-11-13 04:08:23,421][root][INFO] - Current learning rate: 0.001000 [2020-11-13 04:08:23,421][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 04:08:23,421][root][INFO] - 2020-11-13 04:08:23.421197 [2020-11-13 04:09:25,197][root][INFO] - ---- batch: 010 ---- [2020-11-13 04:09:25,203][root][INFO] - mean box_loss: 0.324541 [2020-11-13 04:09:25,203][root][INFO] - mean center_loss: 0.060289 [2020-11-13 04:09:25,203][root][INFO] - mean heading_cls_loss: 1.027544 [2020-11-13 04:09:25,203][root][INFO] - mean heading_reg_loss: 0.083160 [2020-11-13 04:09:25,203][root][INFO] - mean loss: 7.625161 [2020-11-13 04:09:25,203][root][INFO] - mean neg_ratio: 0.740668 [2020-11-13 04:09:25,203][root][INFO] - mean obj_acc: 0.920456 [2020-11-13 04:09:25,204][root][INFO] - mean objectness_loss: 0.064308 [2020-11-13 04:09:25,204][root][INFO] - mean pos_ratio: 0.116028 [2020-11-13 04:09:25,204][root][INFO] - mean sem_cls_loss: 0.474309 [2020-11-13 04:09:25,204][root][INFO] - mean size_cls_loss: 0.473346 [2020-11-13 04:09:25,204][root][INFO] - mean size_reg_loss: 0.031003 [2020-11-13 04:09:25,204][root][INFO] - mean vote_loss: 0.358391 [2020-11-13 04:10:21,888][root][INFO] - ---- batch: 020 ---- [2020-11-13 04:10:21,895][root][INFO] - mean box_loss: 0.332265 [2020-11-13 04:10:21,895][root][INFO] - mean center_loss: 0.063253 [2020-11-13 04:10:21,895][root][INFO] - mean heading_cls_loss: 1.120326 [2020-11-13 04:10:21,895][root][INFO] - mean heading_reg_loss: 0.081729 [2020-11-13 04:10:21,895][root][INFO] - mean loss: 7.848071 [2020-11-13 04:10:21,895][root][INFO] - mean neg_ratio: 0.762524 [2020-11-13 04:10:21,895][root][INFO] - mean obj_acc: 0.913781 [2020-11-13 04:10:21,895][root][INFO] - mean objectness_loss: 0.064679 [2020-11-13 04:10:21,896][root][INFO] - mean pos_ratio: 0.108264 [2020-11-13 04:10:21,896][root][INFO] - mean sem_cls_loss: 0.417548 [2020-11-13 04:10:21,896][root][INFO] - mean size_cls_loss: 0.418149 [2020-11-13 04:10:21,896][root][INFO] - mean size_reg_loss: 0.033436 [2020-11-13 04:10:21,896][root][INFO] - mean vote_loss: 0.378448 [2020-11-13 04:11:16,774][root][INFO] - ---- batch: 030 ---- [2020-11-13 04:11:16,780][root][INFO] - mean box_loss: 0.309369 [2020-11-13 04:11:16,780][root][INFO] - mean center_loss: 0.061380 [2020-11-13 04:11:16,780][root][INFO] - mean heading_cls_loss: 1.025281 [2020-11-13 04:11:16,780][root][INFO] - mean heading_reg_loss: 0.074797 [2020-11-13 04:11:16,781][root][INFO] - mean loss: 7.439678 [2020-11-13 04:11:16,781][root][INFO] - mean neg_ratio: 0.746692 [2020-11-13 04:11:16,781][root][INFO] - mean obj_acc: 0.916888 [2020-11-13 04:11:16,781][root][INFO] - mean objectness_loss: 0.070612 [2020-11-13 04:11:16,781][root][INFO] - mean pos_ratio: 0.118744 [2020-11-13 04:11:16,781][root][INFO] - mean sem_cls_loss: 0.419641 [2020-11-13 04:11:16,781][root][INFO] - mean size_cls_loss: 0.420650 [2020-11-13 04:11:16,781][root][INFO] - mean size_reg_loss: 0.028598 [2020-11-13 04:11:16,781][root][INFO] - mean vote_loss: 0.357329 [2020-11-13 04:12:10,998][root][INFO] - ---- batch: 040 ---- [2020-11-13 04:12:11,004][root][INFO] - mean box_loss: 0.299180 [2020-11-13 04:12:11,004][root][INFO] - mean center_loss: 0.048782 [2020-11-13 04:12:11,004][root][INFO] - mean heading_cls_loss: 1.025503 [2020-11-13 04:12:11,004][root][INFO] - mean heading_reg_loss: 0.071360 [2020-11-13 04:12:11,004][root][INFO] - mean loss: 7.398671 [2020-11-13 04:12:11,004][root][INFO] - mean neg_ratio: 0.749371 [2020-11-13 04:12:11,004][root][INFO] - mean obj_acc: 0.917999 [2020-11-13 04:12:11,004][root][INFO] - mean objectness_loss: 0.063693 [2020-11-13 04:12:11,005][root][INFO] - mean pos_ratio: 0.109528 [2020-11-13 04:12:11,005][root][INFO] - mean sem_cls_loss: 0.451664 [2020-11-13 04:12:11,005][root][INFO] - mean size_cls_loss: 0.451961 [2020-11-13 04:12:11,005][root][INFO] - mean size_reg_loss: 0.031292 [2020-11-13 04:12:11,005][root][INFO] - mean vote_loss: 0.363675 [2020-11-13 04:13:06,143][root][INFO] - ---- batch: 050 ---- [2020-11-13 04:13:06,151][root][INFO] - mean box_loss: 0.315111 [2020-11-13 04:13:06,152][root][INFO] - mean center_loss: 0.067198 [2020-11-13 04:13:06,152][root][INFO] - mean heading_cls_loss: 1.063445 [2020-11-13 04:13:06,152][root][INFO] - mean heading_reg_loss: 0.066302 [2020-11-13 04:13:06,152][root][INFO] - mean loss: 7.411084 [2020-11-13 04:13:06,152][root][INFO] - mean neg_ratio: 0.756171 [2020-11-13 04:13:06,152][root][INFO] - mean obj_acc: 0.918696 [2020-11-13 04:13:06,152][root][INFO] - mean objectness_loss: 0.064341 [2020-11-13 04:13:06,152][root][INFO] - mean pos_ratio: 0.112549 [2020-11-13 04:13:06,152][root][INFO] - mean sem_cls_loss: 0.449793 [2020-11-13 04:13:06,152][root][INFO] - mean size_cls_loss: 0.451565 [2020-11-13 04:13:06,152][root][INFO] - mean size_reg_loss: 0.030110 [2020-11-13 04:13:06,152][root][INFO] - mean vote_loss: 0.348848 [2020-11-13 04:14:02,465][root][INFO] - ---- batch: 060 ---- [2020-11-13 04:14:02,473][root][INFO] - mean box_loss: 0.303304 [2020-11-13 04:14:02,473][root][INFO] - mean center_loss: 0.055010 [2020-11-13 04:14:02,473][root][INFO] - mean heading_cls_loss: 0.986887 [2020-11-13 04:14:02,473][root][INFO] - mean heading_reg_loss: 0.075128 [2020-11-13 04:14:02,473][root][INFO] - mean loss: 7.065662 [2020-11-13 04:14:02,473][root][INFO] - mean neg_ratio: 0.744250 [2020-11-13 04:14:02,473][root][INFO] - mean obj_acc: 0.913203 [2020-11-13 04:14:02,473][root][INFO] - mean objectness_loss: 0.067292 [2020-11-13 04:14:02,473][root][INFO] - mean pos_ratio: 0.116748 [2020-11-13 04:14:02,473][root][INFO] - mean sem_cls_loss: 0.447725 [2020-11-13 04:14:02,473][root][INFO] - mean size_cls_loss: 0.451329 [2020-11-13 04:14:02,473][root][INFO] - mean size_reg_loss: 0.029344 [2020-11-13 04:14:02,473][root][INFO] - mean vote_loss: 0.324843 [2020-11-13 04:14:57,688][root][INFO] - ---- batch: 070 ---- [2020-11-13 04:14:57,695][root][INFO] - mean box_loss: 0.313258 [2020-11-13 04:14:57,695][root][INFO] - mean center_loss: 0.060734 [2020-11-13 04:14:57,695][root][INFO] - mean heading_cls_loss: 1.047312 [2020-11-13 04:14:57,696][root][INFO] - mean heading_reg_loss: 0.078754 [2020-11-13 04:14:57,696][root][INFO] - mean loss: 7.079038 [2020-11-13 04:14:57,696][root][INFO] - mean neg_ratio: 0.751434 [2020-11-13 04:14:57,696][root][INFO] - mean obj_acc: 0.914538 [2020-11-13 04:14:57,696][root][INFO] - mean objectness_loss: 0.063250 [2020-11-13 04:14:57,696][root][INFO] - mean pos_ratio: 0.111755 [2020-11-13 04:14:57,696][root][INFO] - mean sem_cls_loss: 0.413033 [2020-11-13 04:14:57,696][root][INFO] - mean size_cls_loss: 0.412802 [2020-11-13 04:14:57,696][root][INFO] - mean size_reg_loss: 0.027758 [2020-11-13 04:14:57,696][root][INFO] - mean vote_loss: 0.321718 [2020-11-13 04:15:51,611][root][INFO] - ---- batch: 080 ---- [2020-11-13 04:15:51,620][root][INFO] - mean box_loss: 0.323208 [2020-11-13 04:15:51,621][root][INFO] - mean center_loss: 0.055582 [2020-11-13 04:15:51,621][root][INFO] - mean heading_cls_loss: 1.091676 [2020-11-13 04:15:51,622][root][INFO] - mean heading_reg_loss: 0.081036 [2020-11-13 04:15:51,622][root][INFO] - mean loss: 7.530445 [2020-11-13 04:15:51,622][root][INFO] - mean neg_ratio: 0.763373 [2020-11-13 04:15:51,622][root][INFO] - mean obj_acc: 0.918855 [2020-11-13 04:15:51,622][root][INFO] - mean objectness_loss: 0.064506 [2020-11-13 04:15:51,622][root][INFO] - mean pos_ratio: 0.106866 [2020-11-13 04:15:51,622][root][INFO] - mean sem_cls_loss: 0.485368 [2020-11-13 04:15:51,622][root][INFO] - mean size_cls_loss: 0.481219 [2020-11-13 04:15:51,622][root][INFO] - mean size_reg_loss: 0.029301 [2020-11-13 04:15:51,623][root][INFO] - mean vote_loss: 0.349047 [2020-11-13 04:16:06,554][root][INFO] - **** EPOCH 022 **** [2020-11-13 04:16:06,555][root][INFO] - Current learning rate: 0.001000 [2020-11-13 04:16:06,555][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 04:16:06,555][root][INFO] - 2020-11-13 04:16:06.555455 [2020-11-13 04:17:05,672][root][INFO] - ---- batch: 010 ---- [2020-11-13 04:17:05,679][root][INFO] - mean box_loss: 0.307746 [2020-11-13 04:17:05,679][root][INFO] - mean center_loss: 0.053803 [2020-11-13 04:17:05,679][root][INFO] - mean heading_cls_loss: 0.991166 [2020-11-13 04:17:05,679][root][INFO] - mean heading_reg_loss: 0.076997 [2020-11-13 04:17:05,679][root][INFO] - mean loss: 7.241936 [2020-11-13 04:17:05,680][root][INFO] - mean neg_ratio: 0.763782 [2020-11-13 04:17:05,680][root][INFO] - mean obj_acc: 0.915546 [2020-11-13 04:17:05,680][root][INFO] - mean objectness_loss: 0.066449 [2020-11-13 04:17:05,680][root][INFO] - mean pos_ratio: 0.110461 [2020-11-13 04:17:05,680][root][INFO] - mean sem_cls_loss: 0.483609 [2020-11-13 04:17:05,680][root][INFO] - mean size_cls_loss: 0.483741 [2020-11-13 04:17:05,680][root][INFO] - mean size_reg_loss: 0.029456 [2020-11-13 04:17:05,680][root][INFO] - mean vote_loss: 0.334862 [2020-11-13 04:18:01,868][root][INFO] - ---- batch: 020 ---- [2020-11-13 04:18:01,873][root][INFO] - mean box_loss: 0.308328 [2020-11-13 04:18:01,874][root][INFO] - mean center_loss: 0.055222 [2020-11-13 04:18:01,874][root][INFO] - mean heading_cls_loss: 1.025203 [2020-11-13 04:18:01,874][root][INFO] - mean heading_reg_loss: 0.074201 [2020-11-13 04:18:01,874][root][INFO] - mean loss: 7.585926 [2020-11-13 04:18:01,874][root][INFO] - mean neg_ratio: 0.749774 [2020-11-13 04:18:01,874][root][INFO] - mean obj_acc: 0.924054 [2020-11-13 04:18:01,874][root][INFO] - mean objectness_loss: 0.061982 [2020-11-13 04:18:01,874][root][INFO] - mean pos_ratio: 0.111554 [2020-11-13 04:18:01,874][root][INFO] - mean sem_cls_loss: 0.459382 [2020-11-13 04:18:01,874][root][INFO] - mean size_cls_loss: 0.460458 [2020-11-13 04:18:01,874][root][INFO] - mean size_reg_loss: 0.030338 [2020-11-13 04:18:01,874][root][INFO] - mean vote_loss: 0.373336 [2020-11-13 04:18:59,057][root][INFO] - ---- batch: 030 ---- [2020-11-13 04:18:59,068][root][INFO] - mean box_loss: 0.313592 [2020-11-13 04:18:59,068][root][INFO] - mean center_loss: 0.061252 [2020-11-13 04:18:59,068][root][INFO] - mean heading_cls_loss: 0.985190 [2020-11-13 04:18:59,068][root][INFO] - mean heading_reg_loss: 0.077206 [2020-11-13 04:18:59,068][root][INFO] - mean loss: 7.344031 [2020-11-13 04:18:59,068][root][INFO] - mean neg_ratio: 0.773016 [2020-11-13 04:18:59,068][root][INFO] - mean obj_acc: 0.918199 [2020-11-13 04:18:59,068][root][INFO] - mean objectness_loss: 0.063121 [2020-11-13 04:18:59,068][root][INFO] - mean pos_ratio: 0.098798 [2020-11-13 04:18:59,068][root][INFO] - mean sem_cls_loss: 0.439485 [2020-11-13 04:18:59,068][root][INFO] - mean size_cls_loss: 0.443716 [2020-11-13 04:18:59,068][root][INFO] - mean size_reg_loss: 0.032244 [2020-11-13 04:18:59,068][root][INFO] - mean vote_loss: 0.345303 [2020-11-13 04:19:55,987][root][INFO] - ---- batch: 040 ---- [2020-11-13 04:19:55,992][root][INFO] - mean box_loss: 0.304956 [2020-11-13 04:19:55,992][root][INFO] - mean center_loss: 0.051878 [2020-11-13 04:19:55,992][root][INFO] - mean heading_cls_loss: 1.095837 [2020-11-13 04:19:55,992][root][INFO] - mean heading_reg_loss: 0.072307 [2020-11-13 04:19:55,992][root][INFO] - mean loss: 7.170187 [2020-11-13 04:19:55,992][root][INFO] - mean neg_ratio: 0.756342 [2020-11-13 04:19:55,992][root][INFO] - mean obj_acc: 0.924579 [2020-11-13 04:19:55,992][root][INFO] - mean objectness_loss: 0.060504 [2020-11-13 04:19:55,992][root][INFO] - mean pos_ratio: 0.108734 [2020-11-13 04:19:55,992][root][INFO] - mean sem_cls_loss: 0.406656 [2020-11-13 04:19:55,992][root][INFO] - mean size_cls_loss: 0.406785 [2020-11-13 04:19:55,992][root][INFO] - mean size_reg_loss: 0.030508 [2020-11-13 04:19:55,992][root][INFO] - mean vote_loss: 0.341146 [2020-11-13 04:20:51,246][root][INFO] - ---- batch: 050 ---- [2020-11-13 04:20:51,256][root][INFO] - mean box_loss: 0.313758 [2020-11-13 04:20:51,256][root][INFO] - mean center_loss: 0.055068 [2020-11-13 04:20:51,256][root][INFO] - mean heading_cls_loss: 1.121046 [2020-11-13 04:20:51,256][root][INFO] - mean heading_reg_loss: 0.078626 [2020-11-13 04:20:51,256][root][INFO] - mean loss: 7.180877 [2020-11-13 04:20:51,256][root][INFO] - mean neg_ratio: 0.751648 [2020-11-13 04:20:51,256][root][INFO] - mean obj_acc: 0.925857 [2020-11-13 04:20:51,256][root][INFO] - mean objectness_loss: 0.064004 [2020-11-13 04:20:51,256][root][INFO] - mean pos_ratio: 0.117358 [2020-11-13 04:20:51,256][root][INFO] - mean sem_cls_loss: 0.414880 [2020-11-13 04:20:51,256][root][INFO] - mean size_cls_loss: 0.414492 [2020-11-13 04:20:51,256][root][INFO] - mean size_reg_loss: 0.026511 [2020-11-13 04:20:51,256][root][INFO] - mean vote_loss: 0.330839 [2020-11-13 04:21:46,266][root][INFO] - ---- batch: 060 ---- [2020-11-13 04:21:46,272][root][INFO] - mean box_loss: 0.290704 [2020-11-13 04:21:46,272][root][INFO] - mean center_loss: 0.048548 [2020-11-13 04:21:46,272][root][INFO] - mean heading_cls_loss: 1.003738 [2020-11-13 04:21:46,273][root][INFO] - mean heading_reg_loss: 0.073783 [2020-11-13 04:21:46,273][root][INFO] - mean loss: 6.730682 [2020-11-13 04:21:46,273][root][INFO] - mean neg_ratio: 0.749756 [2020-11-13 04:21:46,273][root][INFO] - mean obj_acc: 0.924759 [2020-11-13 04:21:46,273][root][INFO] - mean objectness_loss: 0.062156 [2020-11-13 04:21:46,273][root][INFO] - mean pos_ratio: 0.117877 [2020-11-13 04:21:46,273][root][INFO] - mean sem_cls_loss: 0.417960 [2020-11-13 04:21:46,273][root][INFO] - mean size_cls_loss: 0.418834 [2020-11-13 04:21:46,273][root][INFO] - mean size_reg_loss: 0.026116 [2020-11-13 04:21:46,273][root][INFO] - mean vote_loss: 0.309490 [2020-11-13 04:22:40,288][root][INFO] - ---- batch: 070 ---- [2020-11-13 04:22:40,296][root][INFO] - mean box_loss: 0.297985 [2020-11-13 04:22:40,296][root][INFO] - mean center_loss: 0.049743 [2020-11-13 04:22:40,296][root][INFO] - mean heading_cls_loss: 1.032670 [2020-11-13 04:22:40,296][root][INFO] - mean heading_reg_loss: 0.072642 [2020-11-13 04:22:40,297][root][INFO] - mean loss: 7.004722 [2020-11-13 04:22:40,297][root][INFO] - mean neg_ratio: 0.740338 [2020-11-13 04:22:40,297][root][INFO] - mean obj_acc: 0.918217 [2020-11-13 04:22:40,297][root][INFO] - mean objectness_loss: 0.066811 [2020-11-13 04:22:40,297][root][INFO] - mean pos_ratio: 0.122070 [2020-11-13 04:22:40,297][root][INFO] - mean sem_cls_loss: 0.421711 [2020-11-13 04:22:40,297][root][INFO] - mean size_cls_loss: 0.422671 [2020-11-13 04:22:40,297][root][INFO] - mean size_reg_loss: 0.030066 [2020-11-13 04:22:40,297][root][INFO] - mean vote_loss: 0.326911 [2020-11-13 04:23:35,269][root][INFO] - ---- batch: 080 ---- [2020-11-13 04:23:35,277][root][INFO] - mean box_loss: 0.286485 [2020-11-13 04:23:35,277][root][INFO] - mean center_loss: 0.050114 [2020-11-13 04:23:35,277][root][INFO] - mean heading_cls_loss: 0.994019 [2020-11-13 04:23:35,277][root][INFO] - mean heading_reg_loss: 0.068157 [2020-11-13 04:23:35,278][root][INFO] - mean loss: 7.061305 [2020-11-13 04:23:35,278][root][INFO] - mean neg_ratio: 0.754333 [2020-11-13 04:23:35,278][root][INFO] - mean obj_acc: 0.917587 [2020-11-13 04:23:35,278][root][INFO] - mean objectness_loss: 0.060515 [2020-11-13 04:23:35,278][root][INFO] - mean pos_ratio: 0.113696 [2020-11-13 04:23:35,278][root][INFO] - mean sem_cls_loss: 0.389069 [2020-11-13 04:23:35,278][root][INFO] - mean size_cls_loss: 0.388578 [2020-11-13 04:23:35,278][root][INFO] - mean size_reg_loss: 0.029954 [2020-11-13 04:23:35,278][root][INFO] - mean vote_loss: 0.350481 [2020-11-13 04:23:50,424][root][INFO] - **** EPOCH 023 **** [2020-11-13 04:23:50,425][root][INFO] - Current learning rate: 0.001000 [2020-11-13 04:23:50,425][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 04:23:50,425][root][INFO] - 2020-11-13 04:23:50.425538 [2020-11-13 04:24:53,814][root][INFO] - ---- batch: 010 ---- [2020-11-13 04:24:53,820][root][INFO] - mean box_loss: 0.309493 [2020-11-13 04:24:53,820][root][INFO] - mean center_loss: 0.055240 [2020-11-13 04:24:53,820][root][INFO] - mean heading_cls_loss: 1.021611 [2020-11-13 04:24:53,820][root][INFO] - mean heading_reg_loss: 0.080445 [2020-11-13 04:24:53,820][root][INFO] - mean loss: 6.960727 [2020-11-13 04:24:53,820][root][INFO] - mean neg_ratio: 0.751477 [2020-11-13 04:24:53,820][root][INFO] - mean obj_acc: 0.925130 [2020-11-13 04:24:53,820][root][INFO] - mean objectness_loss: 0.062303 [2020-11-13 04:24:53,820][root][INFO] - mean pos_ratio: 0.112775 [2020-11-13 04:24:53,820][root][INFO] - mean sem_cls_loss: 0.428525 [2020-11-13 04:24:53,820][root][INFO] - mean size_cls_loss: 0.427870 [2020-11-13 04:24:53,820][root][INFO] - mean size_reg_loss: 0.028860 [2020-11-13 04:24:53,820][root][INFO] - mean vote_loss: 0.312575 [2020-11-13 04:25:48,279][root][INFO] - ---- batch: 020 ---- [2020-11-13 04:25:48,285][root][INFO] - mean box_loss: 0.307842 [2020-11-13 04:25:48,286][root][INFO] - mean center_loss: 0.054168 [2020-11-13 04:25:48,286][root][INFO] - mean heading_cls_loss: 1.033051 [2020-11-13 04:25:48,286][root][INFO] - mean heading_reg_loss: 0.077348 [2020-11-13 04:25:48,286][root][INFO] - mean loss: 7.195799 [2020-11-13 04:25:48,286][root][INFO] - mean neg_ratio: 0.751990 [2020-11-13 04:25:48,286][root][INFO] - mean obj_acc: 0.918543 [2020-11-13 04:25:48,286][root][INFO] - mean objectness_loss: 0.061894 [2020-11-13 04:25:48,286][root][INFO] - mean pos_ratio: 0.113757 [2020-11-13 04:25:48,286][root][INFO] - mean sem_cls_loss: 0.450578 [2020-11-13 04:25:48,286][root][INFO] - mean size_cls_loss: 0.452851 [2020-11-13 04:25:48,286][root][INFO] - mean size_reg_loss: 0.027735 [2020-11-13 04:25:48,286][root][INFO] - mean vote_loss: 0.335733 [2020-11-13 04:26:42,991][root][INFO] - ---- batch: 030 ---- [2020-11-13 04:26:42,998][root][INFO] - mean box_loss: 0.294362 [2020-11-13 04:26:42,998][root][INFO] - mean center_loss: 0.054298 [2020-11-13 04:26:42,998][root][INFO] - mean heading_cls_loss: 1.021467 [2020-11-13 04:26:42,999][root][INFO] - mean heading_reg_loss: 0.069175 [2020-11-13 04:26:42,999][root][INFO] - mean loss: 7.014771 [2020-11-13 04:26:42,999][root][INFO] - mean neg_ratio: 0.766162 [2020-11-13 04:26:42,999][root][INFO] - mean obj_acc: 0.914815 [2020-11-13 04:26:42,999][root][INFO] - mean objectness_loss: 0.062708 [2020-11-13 04:26:42,999][root][INFO] - mean pos_ratio: 0.105811 [2020-11-13 04:26:42,999][root][INFO] - mean sem_cls_loss: 0.410388 [2020-11-13 04:26:42,999][root][INFO] - mean size_cls_loss: 0.410277 [2020-11-13 04:26:42,999][root][INFO] - mean size_reg_loss: 0.027715 [2020-11-13 04:26:42,999][root][INFO] - mean vote_loss: 0.334722 [2020-11-13 04:27:37,812][root][INFO] - ---- batch: 040 ---- [2020-11-13 04:27:37,819][root][INFO] - mean box_loss: 0.303113 [2020-11-13 04:27:37,819][root][INFO] - mean center_loss: 0.053652 [2020-11-13 04:27:37,819][root][INFO] - mean heading_cls_loss: 1.031188 [2020-11-13 04:27:37,819][root][INFO] - mean heading_reg_loss: 0.076315 [2020-11-13 04:27:37,819][root][INFO] - mean loss: 7.114960 [2020-11-13 04:27:37,819][root][INFO] - mean neg_ratio: 0.744836 [2020-11-13 04:27:37,819][root][INFO] - mean obj_acc: 0.932462 [2020-11-13 04:27:37,819][root][INFO] - mean objectness_loss: 0.061301 [2020-11-13 04:27:37,819][root][INFO] - mean pos_ratio: 0.120917 [2020-11-13 04:27:37,819][root][INFO] - mean sem_cls_loss: 0.425532 [2020-11-13 04:27:37,819][root][INFO] - mean size_cls_loss: 0.426919 [2020-11-13 04:27:37,819][root][INFO] - mean size_reg_loss: 0.027336 [2020-11-13 04:27:37,819][root][INFO] - mean vote_loss: 0.335179 [2020-11-13 04:28:33,920][root][INFO] - ---- batch: 050 ---- [2020-11-13 04:28:33,926][root][INFO] - mean box_loss: 0.295800 [2020-11-13 04:28:33,926][root][INFO] - mean center_loss: 0.060262 [2020-11-13 04:28:33,927][root][INFO] - mean heading_cls_loss: 0.995509 [2020-11-13 04:28:33,927][root][INFO] - mean heading_reg_loss: 0.068252 [2020-11-13 04:28:33,927][root][INFO] - mean loss: 6.909033 [2020-11-13 04:28:33,927][root][INFO] - mean neg_ratio: 0.770349 [2020-11-13 04:28:33,927][root][INFO] - mean obj_acc: 0.924999 [2020-11-13 04:28:33,927][root][INFO] - mean objectness_loss: 0.059318 [2020-11-13 04:28:33,927][root][INFO] - mean pos_ratio: 0.107361 [2020-11-13 04:28:33,927][root][INFO] - mean sem_cls_loss: 0.396033 [2020-11-13 04:28:33,927][root][INFO] - mean size_cls_loss: 0.395872 [2020-11-13 04:28:33,927][root][INFO] - mean size_reg_loss: 0.028148 [2020-11-13 04:28:33,927][root][INFO] - mean vote_loss: 0.325841 [2020-11-13 04:29:29,475][root][INFO] - ---- batch: 060 ---- [2020-11-13 04:29:29,481][root][INFO] - mean box_loss: 0.291266 [2020-11-13 04:29:29,483][root][INFO] - mean center_loss: 0.047541 [2020-11-13 04:29:29,483][root][INFO] - mean heading_cls_loss: 0.996022 [2020-11-13 04:29:29,483][root][INFO] - mean heading_reg_loss: 0.078506 [2020-11-13 04:29:29,483][root][INFO] - mean loss: 6.993297 [2020-11-13 04:29:29,483][root][INFO] - mean neg_ratio: 0.747968 [2020-11-13 04:29:29,483][root][INFO] - mean obj_acc: 0.914140 [2020-11-13 04:29:29,483][root][INFO] - mean objectness_loss: 0.068152 [2020-11-13 04:29:29,483][root][INFO] - mean pos_ratio: 0.120282 [2020-11-13 04:29:29,483][root][INFO] - mean sem_cls_loss: 0.360348 [2020-11-13 04:29:29,483][root][INFO] - mean size_cls_loss: 0.360598 [2020-11-13 04:29:29,483][root][INFO] - mean size_reg_loss: 0.029557 [2020-11-13 04:29:29,483][root][INFO] - mean vote_loss: 0.337953 [2020-11-13 04:30:24,274][root][INFO] - ---- batch: 070 ---- [2020-11-13 04:30:24,282][root][INFO] - mean box_loss: 0.316063 [2020-11-13 04:30:24,282][root][INFO] - mean center_loss: 0.054628 [2020-11-13 04:30:24,282][root][INFO] - mean heading_cls_loss: 1.050490 [2020-11-13 04:30:24,283][root][INFO] - mean heading_reg_loss: 0.079330 [2020-11-13 04:30:24,283][root][INFO] - mean loss: 7.218646 [2020-11-13 04:30:24,283][root][INFO] - mean neg_ratio: 0.752722 [2020-11-13 04:30:24,283][root][INFO] - mean obj_acc: 0.903618 [2020-11-13 04:30:24,283][root][INFO] - mean objectness_loss: 0.070293 [2020-11-13 04:30:24,283][root][INFO] - mean pos_ratio: 0.116974 [2020-11-13 04:30:24,283][root][INFO] - mean sem_cls_loss: 0.469810 [2020-11-13 04:30:24,283][root][INFO] - mean size_cls_loss: 0.467685 [2020-11-13 04:30:24,283][root][INFO] - mean size_reg_loss: 0.030288 [2020-11-13 04:30:24,283][root][INFO] - mean vote_loss: 0.323674 [2020-11-13 04:31:16,583][root][INFO] - ---- batch: 080 ---- [2020-11-13 04:31:16,593][root][INFO] - mean box_loss: 0.290434 [2020-11-13 04:31:16,593][root][INFO] - mean center_loss: 0.053110 [2020-11-13 04:31:16,593][root][INFO] - mean heading_cls_loss: 0.966340 [2020-11-13 04:31:16,593][root][INFO] - mean heading_reg_loss: 0.070878 [2020-11-13 04:31:16,593][root][INFO] - mean loss: 7.080369 [2020-11-13 04:31:16,593][root][INFO] - mean neg_ratio: 0.735217 [2020-11-13 04:31:16,594][root][INFO] - mean obj_acc: 0.915281 [2020-11-13 04:31:16,594][root][INFO] - mean objectness_loss: 0.066664 [2020-11-13 04:31:16,594][root][INFO] - mean pos_ratio: 0.122986 [2020-11-13 04:31:16,594][root][INFO] - mean sem_cls_loss: 0.381176 [2020-11-13 04:31:16,594][root][INFO] - mean size_cls_loss: 0.381177 [2020-11-13 04:31:16,594][root][INFO] - mean size_reg_loss: 0.031695 [2020-11-13 04:31:16,594][root][INFO] - mean vote_loss: 0.346153 [2020-11-13 04:31:31,656][root][INFO] - **** EPOCH 024 **** [2020-11-13 04:31:31,657][root][INFO] - Current learning rate: 0.001000 [2020-11-13 04:31:31,657][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 04:31:31,657][root][INFO] - 2020-11-13 04:31:31.657784 [2020-11-13 04:32:33,493][root][INFO] - ---- batch: 010 ---- [2020-11-13 04:32:33,500][root][INFO] - mean box_loss: 0.299424 [2020-11-13 04:32:33,500][root][INFO] - mean center_loss: 0.050906 [2020-11-13 04:32:33,500][root][INFO] - mean heading_cls_loss: 1.056370 [2020-11-13 04:32:33,500][root][INFO] - mean heading_reg_loss: 0.070656 [2020-11-13 04:32:33,500][root][INFO] - mean loss: 7.140981 [2020-11-13 04:32:33,500][root][INFO] - mean neg_ratio: 0.760901 [2020-11-13 04:32:33,500][root][INFO] - mean obj_acc: 0.908549 [2020-11-13 04:32:33,500][root][INFO] - mean objectness_loss: 0.063836 [2020-11-13 04:32:33,500][root][INFO] - mean pos_ratio: 0.110004 [2020-11-13 04:32:33,501][root][INFO] - mean sem_cls_loss: 0.403197 [2020-11-13 04:32:33,501][root][INFO] - mean size_cls_loss: 0.404176 [2020-11-13 04:32:33,501][root][INFO] - mean size_reg_loss: 0.031808 [2020-11-13 04:32:33,501][root][INFO] - mean vote_loss: 0.342436 [2020-11-13 04:33:29,976][root][INFO] - ---- batch: 020 ---- [2020-11-13 04:33:29,982][root][INFO] - mean box_loss: 0.299424 [2020-11-13 04:33:29,983][root][INFO] - mean center_loss: 0.055545 [2020-11-13 04:33:29,983][root][INFO] - mean heading_cls_loss: 1.005803 [2020-11-13 04:33:29,983][root][INFO] - mean heading_reg_loss: 0.069889 [2020-11-13 04:33:29,983][root][INFO] - mean loss: 7.276747 [2020-11-13 04:33:29,983][root][INFO] - mean neg_ratio: 0.746008 [2020-11-13 04:33:29,983][root][INFO] - mean obj_acc: 0.930301 [2020-11-13 04:33:29,983][root][INFO] - mean objectness_loss: 0.063238 [2020-11-13 04:33:29,983][root][INFO] - mean pos_ratio: 0.119159 [2020-11-13 04:33:29,983][root][INFO] - mean sem_cls_loss: 0.425979 [2020-11-13 04:33:29,983][root][INFO] - mean size_cls_loss: 0.426526 [2020-11-13 04:33:29,983][root][INFO] - mean size_reg_loss: 0.030757 [2020-11-13 04:33:29,983][root][INFO] - mean vote_loss: 0.354034 [2020-11-13 04:34:26,633][root][INFO] - ---- batch: 030 ---- [2020-11-13 04:34:26,639][root][INFO] - mean box_loss: 0.302169 [2020-11-13 04:34:26,639][root][INFO] - mean center_loss: 0.050031 [2020-11-13 04:34:26,639][root][INFO] - mean heading_cls_loss: 1.054639 [2020-11-13 04:34:26,639][root][INFO] - mean heading_reg_loss: 0.075322 [2020-11-13 04:34:26,639][root][INFO] - mean loss: 7.091526 [2020-11-13 04:34:26,639][root][INFO] - mean neg_ratio: 0.774792 [2020-11-13 04:34:26,640][root][INFO] - mean obj_acc: 0.918602 [2020-11-13 04:34:26,640][root][INFO] - mean objectness_loss: 0.060424 [2020-11-13 04:34:26,640][root][INFO] - mean pos_ratio: 0.106104 [2020-11-13 04:34:26,640][root][INFO] - mean sem_cls_loss: 0.394613 [2020-11-13 04:34:26,640][root][INFO] - mean size_cls_loss: 0.395976 [2020-11-13 04:34:26,640][root][INFO] - mean size_reg_loss: 0.031753 [2020-11-13 04:34:26,640][root][INFO] - mean vote_loss: 0.337311 [2020-11-13 04:35:22,703][root][INFO] - ---- batch: 040 ---- [2020-11-13 04:35:22,710][root][INFO] - mean box_loss: 0.298788 [2020-11-13 04:35:22,710][root][INFO] - mean center_loss: 0.064512 [2020-11-13 04:35:22,710][root][INFO] - mean heading_cls_loss: 0.988093 [2020-11-13 04:35:22,710][root][INFO] - mean heading_reg_loss: 0.067329 [2020-11-13 04:35:22,710][root][INFO] - mean loss: 6.792808 [2020-11-13 04:35:22,710][root][INFO] - mean neg_ratio: 0.729504 [2020-11-13 04:35:22,710][root][INFO] - mean obj_acc: 0.926003 [2020-11-13 04:35:22,710][root][INFO] - mean objectness_loss: 0.064228 [2020-11-13 04:35:22,711][root][INFO] - mean pos_ratio: 0.128638 [2020-11-13 04:35:22,711][root][INFO] - mean sem_cls_loss: 0.406544 [2020-11-13 04:35:22,711][root][INFO] - mean size_cls_loss: 0.404974 [2020-11-13 04:35:22,711][root][INFO] - mean size_reg_loss: 0.027639 [2020-11-13 04:35:22,711][root][INFO] - mean vote_loss: 0.307725 [2020-11-13 04:36:19,030][root][INFO] - ---- batch: 050 ---- [2020-11-13 04:36:19,036][root][INFO] - mean box_loss: 0.284201 [2020-11-13 04:36:19,036][root][INFO] - mean center_loss: 0.058983 [2020-11-13 04:36:19,036][root][INFO] - mean heading_cls_loss: 0.933498 [2020-11-13 04:36:19,036][root][INFO] - mean heading_reg_loss: 0.065973 [2020-11-13 04:36:19,036][root][INFO] - mean loss: 6.954457 [2020-11-13 04:36:19,036][root][INFO] - mean neg_ratio: 0.746185 [2020-11-13 04:36:19,036][root][INFO] - mean obj_acc: 0.913926 [2020-11-13 04:36:19,036][root][INFO] - mean objectness_loss: 0.063881 [2020-11-13 04:36:19,036][root][INFO] - mean pos_ratio: 0.123865 [2020-11-13 04:36:19,036][root][INFO] - mean sem_cls_loss: 0.400050 [2020-11-13 04:36:19,036][root][INFO] - mean size_cls_loss: 0.398397 [2020-11-13 04:36:19,036][root][INFO] - mean size_reg_loss: 0.026056 [2020-11-13 04:36:19,036][root][INFO] - mean vote_loss: 0.339299 [2020-11-13 04:37:15,488][root][INFO] - ---- batch: 060 ---- [2020-11-13 04:37:15,494][root][INFO] - mean box_loss: 0.286263 [2020-11-13 04:37:15,495][root][INFO] - mean center_loss: 0.050816 [2020-11-13 04:37:15,495][root][INFO] - mean heading_cls_loss: 1.010159 [2020-11-13 04:37:15,495][root][INFO] - mean heading_reg_loss: 0.066188 [2020-11-13 04:37:15,496][root][INFO] - mean loss: 6.868519 [2020-11-13 04:37:15,496][root][INFO] - mean neg_ratio: 0.744104 [2020-11-13 04:37:15,496][root][INFO] - mean obj_acc: 0.922102 [2020-11-13 04:37:15,496][root][INFO] - mean objectness_loss: 0.063382 [2020-11-13 04:37:15,496][root][INFO] - mean pos_ratio: 0.119751 [2020-11-13 04:37:15,496][root][INFO] - mean sem_cls_loss: 0.397105 [2020-11-13 04:37:15,496][root][INFO] - mean size_cls_loss: 0.397275 [2020-11-13 04:37:15,496][root][INFO] - mean size_reg_loss: 0.028516 [2020-11-13 04:37:15,496][root][INFO] - mean vote_loss: 0.329187 [2020-11-13 04:38:10,046][root][INFO] - ---- batch: 070 ---- [2020-11-13 04:38:10,053][root][INFO] - mean box_loss: 0.293247 [2020-11-13 04:38:10,053][root][INFO] - mean center_loss: 0.054789 [2020-11-13 04:38:10,053][root][INFO] - mean heading_cls_loss: 1.001242 [2020-11-13 04:38:10,054][root][INFO] - mean heading_reg_loss: 0.067284 [2020-11-13 04:38:10,054][root][INFO] - mean loss: 6.888594 [2020-11-13 04:38:10,054][root][INFO] - mean neg_ratio: 0.718744 [2020-11-13 04:38:10,054][root][INFO] - mean obj_acc: 0.924862 [2020-11-13 04:38:10,054][root][INFO] - mean objectness_loss: 0.066849 [2020-11-13 04:38:10,054][root][INFO] - mean pos_ratio: 0.132684 [2020-11-13 04:38:10,054][root][INFO] - mean sem_cls_loss: 0.426326 [2020-11-13 04:38:10,054][root][INFO] - mean size_cls_loss: 0.426408 [2020-11-13 04:38:10,054][root][INFO] - mean size_reg_loss: 0.028409 [2020-11-13 04:38:10,054][root][INFO] - mean vote_loss: 0.319555 [2020-11-13 04:39:03,892][root][INFO] - ---- batch: 080 ---- [2020-11-13 04:39:03,900][root][INFO] - mean box_loss: 0.304499 [2020-11-13 04:39:03,901][root][INFO] - mean center_loss: 0.052676 [2020-11-13 04:39:03,901][root][INFO] - mean heading_cls_loss: 1.038206 [2020-11-13 04:39:03,902][root][INFO] - mean heading_reg_loss: 0.068528 [2020-11-13 04:39:03,902][root][INFO] - mean loss: 7.216375 [2020-11-13 04:39:03,902][root][INFO] - mean neg_ratio: 0.740881 [2020-11-13 04:39:03,902][root][INFO] - mean obj_acc: 0.910161 [2020-11-13 04:39:03,902][root][INFO] - mean objectness_loss: 0.068629 [2020-11-13 04:39:03,902][root][INFO] - mean pos_ratio: 0.120465 [2020-11-13 04:39:03,902][root][INFO] - mean sem_cls_loss: 0.499646 [2020-11-13 04:39:03,902][root][INFO] - mean size_cls_loss: 0.500883 [2020-11-13 04:39:03,902][root][INFO] - mean size_reg_loss: 0.029386 [2020-11-13 04:39:03,902][root][INFO] - mean vote_loss: 0.332859 [2020-11-13 04:39:17,731][root][INFO] - Eval batch: 0 [2020-11-13 04:39:19,840][root][INFO] - Eval batch: 10 [2020-11-13 04:39:21,854][root][INFO] - Eval batch: 20 [2020-11-13 04:39:23,741][root][INFO] - Eval batch: 30 [2020-11-13 04:39:25,597][root][INFO] - Eval batch: 40 [2020-11-13 04:39:27,430][root][INFO] - Eval batch: 50 [2020-11-13 04:39:29,246][root][INFO] - Eval batch: 60 [2020-11-13 04:39:31,067][root][INFO] - Eval batch: 70 [2020-11-13 04:39:32,953][root][INFO] - 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Eval batch: 4580 [2020-11-13 04:53:54,415][root][INFO] - Eval batch: 4590 [2020-11-13 04:53:56,386][root][INFO] - Eval batch: 4600 [2020-11-13 04:53:58,372][root][INFO] - Eval batch: 4610 [2020-11-13 04:54:00,287][root][INFO] - Eval batch: 4620 [2020-11-13 04:54:02,181][root][INFO] - Eval batch: 4630 [2020-11-13 04:54:04,110][root][INFO] - Eval batch: 4640 [2020-11-13 04:54:06,111][root][INFO] - Eval batch: 4650 [2020-11-13 04:54:08,055][root][INFO] - Eval batch: 4660 [2020-11-13 04:54:09,997][root][INFO] - Eval batch: 4670 [2020-11-13 04:54:11,932][root][INFO] - Eval batch: 4680 [2020-11-13 04:54:13,866][root][INFO] - Eval batch: 4690 [2020-11-13 04:54:15,802][root][INFO] - Eval batch: 4700 [2020-11-13 04:54:17,770][root][INFO] - Eval batch: 4710 [2020-11-13 04:54:19,621][root][INFO] - Eval batch: 4720 [2020-11-13 04:54:21,605][root][INFO] - Eval batch: 4730 [2020-11-13 04:54:23,544][root][INFO] - Eval batch: 4740 [2020-11-13 04:54:25,411][root][INFO] - Eval batch: 4750 [2020-11-13 04:54:27,254][root][INFO] - Eval batch: 4760 [2020-11-13 04:54:29,177][root][INFO] - Eval batch: 4770 [2020-11-13 04:54:31,116][root][INFO] - Eval batch: 4780 [2020-11-13 04:54:33,014][root][INFO] - Eval batch: 4790 [2020-11-13 04:54:34,938][root][INFO] - Eval batch: 4800 [2020-11-13 04:54:36,809][root][INFO] - Eval batch: 4810 [2020-11-13 04:54:38,810][root][INFO] - Eval batch: 4820 [2020-11-13 04:54:40,684][root][INFO] - Eval batch: 4830 [2020-11-13 04:54:42,588][root][INFO] - Eval batch: 4840 [2020-11-13 04:54:44,454][root][INFO] - Eval batch: 4850 [2020-11-13 04:54:46,400][root][INFO] - Eval batch: 4860 [2020-11-13 04:54:48,333][root][INFO] - Eval batch: 4870 [2020-11-13 04:54:50,414][root][INFO] - Eval batch: 4880 [2020-11-13 04:54:52,542][root][INFO] - Eval batch: 4890 [2020-11-13 04:54:54,469][root][INFO] - Eval batch: 4900 [2020-11-13 04:54:56,477][root][INFO] - Eval batch: 4910 [2020-11-13 04:54:58,407][root][INFO] - Eval batch: 4920 [2020-11-13 04:55:00,368][root][INFO] - Eval batch: 4930 [2020-11-13 04:55:02,266][root][INFO] - Eval batch: 4940 [2020-11-13 04:55:04,146][root][INFO] - Eval batch: 4950 [2020-11-13 04:55:06,004][root][INFO] - Eval batch: 4960 [2020-11-13 04:55:07,865][root][INFO] - Eval batch: 4970 [2020-11-13 04:55:09,835][root][INFO] - Eval batch: 4980 [2020-11-13 04:55:11,694][root][INFO] - Eval batch: 4990 [2020-11-13 04:55:13,608][root][INFO] - Eval batch: 5000 [2020-11-13 04:55:15,502][root][INFO] - Eval batch: 5010 [2020-11-13 04:55:17,403][root][INFO] - Eval batch: 5020 [2020-11-13 04:55:19,239][root][INFO] - Eval batch: 5030 [2020-11-13 04:55:21,200][root][INFO] - Eval batch: 5040 [2020-11-13 04:55:23,195][root][INFO] - eval mean box_loss: 0.280254 [2020-11-13 04:55:23,196][root][INFO] - eval mean center_loss: 0.052791 [2020-11-13 04:55:23,196][root][INFO] - eval mean heading_cls_loss: 0.904128 [2020-11-13 04:55:23,197][root][INFO] - eval mean heading_reg_loss: 0.056754 [2020-11-13 04:55:23,197][root][INFO] - eval mean loss: 6.603602 [2020-11-13 04:55:23,198][root][INFO] - eval mean neg_ratio: 0.704961 [2020-11-13 04:55:23,198][root][INFO] - eval mean obj_acc: 0.903506 [2020-11-13 04:55:23,198][root][INFO] - eval mean objectness_loss: 0.091022 [2020-11-13 04:55:23,199][root][INFO] - eval mean pos_ratio: 0.139269 [2020-11-13 04:55:23,199][root][INFO] - eval mean sem_cls_loss: 0.532818 [2020-11-13 04:55:23,200][root][INFO] - eval mean size_cls_loss: 0.532952 [2020-11-13 04:55:23,200][root][INFO] - eval mean size_reg_loss: 0.027001 [2020-11-13 04:55:23,201][root][INFO] - eval mean vote_loss: 0.281313 [2020-11-13 04:56:29,307][root][INFO] - eval bed Average Precision: 0.353592 [2020-11-13 04:56:29,308][root][INFO] - eval table Average Precision: 0.083606 [2020-11-13 04:56:29,308][root][INFO] - eval sofa Average Precision: 0.242802 [2020-11-13 04:56:29,308][root][INFO] - eval chair Average Precision: 0.362876 [2020-11-13 04:56:29,308][root][INFO] - eval toilet Average Precision: 0.302511 [2020-11-13 04:56:29,308][root][INFO] - eval desk Average Precision: 0.018193 [2020-11-13 04:56:29,308][root][INFO] - eval dresser Average Precision: 0.011151 [2020-11-13 04:56:29,309][root][INFO] - eval night_stand Average Precision: 0.040144 [2020-11-13 04:56:29,309][root][INFO] - eval bookshelf Average Precision: 0.011906 [2020-11-13 04:56:29,309][root][INFO] - eval bathtub Average Precision: 0.027648 [2020-11-13 04:56:29,309][root][INFO] - eval mAP: 0.145443 [2020-11-13 04:56:29,309][root][INFO] - eval bed Recall: 0.513812 [2020-11-13 04:56:29,309][root][INFO] - eval table Recall: 0.292025 [2020-11-13 04:56:29,309][root][INFO] - eval sofa Recall: 0.464789 [2020-11-13 04:56:29,309][root][INFO] - eval chair Recall: 0.527008 [2020-11-13 04:56:29,309][root][INFO] - eval toilet Recall: 0.516556 [2020-11-13 04:56:29,309][root][INFO] - eval desk Recall: 0.189867 [2020-11-13 04:56:29,309][root][INFO] - eval dresser Recall: 0.185185 [2020-11-13 04:56:29,309][root][INFO] - eval night_stand Recall: 0.275591 [2020-11-13 04:56:29,309][root][INFO] - eval bookshelf Recall: 0.096990 [2020-11-13 04:56:29,309][root][INFO] - eval bathtub Recall: 0.211538 [2020-11-13 04:56:29,309][root][INFO] - eval AR: 0.327336 [2020-11-13 04:56:29,310][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 04:56:31,039][root][INFO] - **** EPOCH 025 **** [2020-11-13 04:56:31,039][root][INFO] - Current learning rate: 0.001000 [2020-11-13 04:56:31,040][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 04:56:31,040][root][INFO] - 2020-11-13 04:56:31.040064 [2020-11-13 04:57:31,653][root][INFO] - ---- batch: 010 ---- [2020-11-13 04:57:31,659][root][INFO] - mean box_loss: 0.297891 [2020-11-13 04:57:31,659][root][INFO] - mean center_loss: 0.054748 [2020-11-13 04:57:31,659][root][INFO] - mean heading_cls_loss: 1.060413 [2020-11-13 04:57:31,659][root][INFO] - mean heading_reg_loss: 0.067796 [2020-11-13 04:57:31,659][root][INFO] - mean loss: 7.187555 [2020-11-13 04:57:31,659][root][INFO] - mean neg_ratio: 0.741205 [2020-11-13 04:57:31,659][root][INFO] - mean obj_acc: 0.921356 [2020-11-13 04:57:31,659][root][INFO] - mean objectness_loss: 0.064273 [2020-11-13 04:57:31,660][root][INFO] - mean pos_ratio: 0.122540 [2020-11-13 04:57:31,660][root][INFO] - mean sem_cls_loss: 0.408526 [2020-11-13 04:57:31,660][root][INFO] - mean size_cls_loss: 0.408915 [2020-11-13 04:57:31,660][root][INFO] - mean size_reg_loss: 0.028414 [2020-11-13 04:57:31,660][root][INFO] - mean vote_loss: 0.347875 [2020-11-13 04:58:26,854][root][INFO] - ---- batch: 020 ---- [2020-11-13 04:58:26,859][root][INFO] - mean box_loss: 0.304605 [2020-11-13 04:58:26,859][root][INFO] - mean center_loss: 0.046991 [2020-11-13 04:58:26,859][root][INFO] - mean heading_cls_loss: 1.043128 [2020-11-13 04:58:26,859][root][INFO] - mean heading_reg_loss: 0.081517 [2020-11-13 04:58:26,859][root][INFO] - mean loss: 7.080134 [2020-11-13 04:58:26,859][root][INFO] - mean neg_ratio: 0.764044 [2020-11-13 04:58:26,859][root][INFO] - mean obj_acc: 0.919053 [2020-11-13 04:58:26,859][root][INFO] - mean objectness_loss: 0.060673 [2020-11-13 04:58:26,859][root][INFO] - mean pos_ratio: 0.107605 [2020-11-13 04:58:26,859][root][INFO] - mean sem_cls_loss: 0.444019 [2020-11-13 04:58:26,859][root][INFO] - mean size_cls_loss: 0.443906 [2020-11-13 04:58:26,860][root][INFO] - mean size_reg_loss: 0.027393 [2020-11-13 04:58:26,860][root][INFO] - mean vote_loss: 0.328670 [2020-11-13 04:59:21,987][root][INFO] - ---- batch: 030 ---- [2020-11-13 04:59:21,993][root][INFO] - mean box_loss: 0.299726 [2020-11-13 04:59:21,993][root][INFO] - mean center_loss: 0.057385 [2020-11-13 04:59:21,993][root][INFO] - mean heading_cls_loss: 1.028959 [2020-11-13 04:59:21,993][root][INFO] - mean heading_reg_loss: 0.070031 [2020-11-13 04:59:21,993][root][INFO] - mean loss: 6.998848 [2020-11-13 04:59:21,993][root][INFO] - mean neg_ratio: 0.766675 [2020-11-13 04:59:21,993][root][INFO] - mean obj_acc: 0.928316 [2020-11-13 04:59:21,994][root][INFO] - mean objectness_loss: 0.057672 [2020-11-13 04:59:21,994][root][INFO] - mean pos_ratio: 0.103973 [2020-11-13 04:59:21,994][root][INFO] - mean sem_cls_loss: 0.431240 [2020-11-13 04:59:21,994][root][INFO] - mean size_cls_loss: 0.432399 [2020-11-13 04:59:21,994][root][INFO] - mean size_reg_loss: 0.026174 [2020-11-13 04:59:21,994][root][INFO] - mean vote_loss: 0.328199 [2020-11-13 05:00:17,756][root][INFO] - ---- batch: 040 ---- [2020-11-13 05:00:17,762][root][INFO] - mean box_loss: 0.291854 [2020-11-13 05:00:17,762][root][INFO] - mean center_loss: 0.051941 [2020-11-13 05:00:17,762][root][INFO] - mean heading_cls_loss: 0.977309 [2020-11-13 05:00:17,762][root][INFO] - mean heading_reg_loss: 0.072770 [2020-11-13 05:00:17,762][root][INFO] - mean loss: 7.108796 [2020-11-13 05:00:17,762][root][INFO] - mean neg_ratio: 0.738184 [2020-11-13 05:00:17,762][root][INFO] - mean obj_acc: 0.928075 [2020-11-13 05:00:17,762][root][INFO] - mean objectness_loss: 0.059011 [2020-11-13 05:00:17,762][root][INFO] - mean pos_ratio: 0.124561 [2020-11-13 05:00:17,762][root][INFO] - mean sem_cls_loss: 0.406835 [2020-11-13 05:00:17,763][root][INFO] - mean size_cls_loss: 0.406601 [2020-11-13 05:00:17,763][root][INFO] - mean size_reg_loss: 0.028752 [2020-11-13 05:00:17,763][root][INFO] - mean vote_loss: 0.348837 [2020-11-13 05:01:13,145][root][INFO] - ---- batch: 050 ---- [2020-11-13 05:01:13,151][root][INFO] - mean box_loss: 0.304228 [2020-11-13 05:01:13,151][root][INFO] - mean center_loss: 0.055340 [2020-11-13 05:01:13,151][root][INFO] - mean heading_cls_loss: 1.051313 [2020-11-13 05:01:13,151][root][INFO] - mean heading_reg_loss: 0.068372 [2020-11-13 05:01:13,151][root][INFO] - mean loss: 7.152376 [2020-11-13 05:01:13,151][root][INFO] - mean neg_ratio: 0.745886 [2020-11-13 05:01:13,151][root][INFO] - mean obj_acc: 0.907554 [2020-11-13 05:01:13,151][root][INFO] - mean objectness_loss: 0.067931 [2020-11-13 05:01:13,151][root][INFO] - mean pos_ratio: 0.120758 [2020-11-13 05:01:13,152][root][INFO] - mean sem_cls_loss: 0.441202 [2020-11-13 05:01:13,152][root][INFO] - mean size_cls_loss: 0.442746 [2020-11-13 05:01:13,152][root][INFO] - mean size_reg_loss: 0.031111 [2020-11-13 05:01:13,152][root][INFO] - mean vote_loss: 0.332924 [2020-11-13 05:02:09,752][root][INFO] - ---- batch: 060 ---- [2020-11-13 05:02:09,760][root][INFO] - mean box_loss: 0.301156 [2020-11-13 05:02:09,760][root][INFO] - mean center_loss: 0.053391 [2020-11-13 05:02:09,760][root][INFO] - mean heading_cls_loss: 1.010152 [2020-11-13 05:02:09,760][root][INFO] - mean heading_reg_loss: 0.074687 [2020-11-13 05:02:09,760][root][INFO] - mean loss: 7.064424 [2020-11-13 05:02:09,760][root][INFO] - mean neg_ratio: 0.749628 [2020-11-13 05:02:09,760][root][INFO] - mean obj_acc: 0.919460 [2020-11-13 05:02:09,760][root][INFO] - mean objectness_loss: 0.062165 [2020-11-13 05:02:09,760][root][INFO] - mean pos_ratio: 0.117139 [2020-11-13 05:02:09,760][root][INFO] - mean sem_cls_loss: 0.425866 [2020-11-13 05:02:09,760][root][INFO] - mean size_cls_loss: 0.427154 [2020-11-13 05:02:09,760][root][INFO] - mean size_reg_loss: 0.029347 [2020-11-13 05:02:09,760][root][INFO] - mean vote_loss: 0.331618 [2020-11-13 05:03:03,998][root][INFO] - ---- batch: 070 ---- [2020-11-13 05:03:04,005][root][INFO] - mean box_loss: 0.286837 [2020-11-13 05:03:04,006][root][INFO] - mean center_loss: 0.052525 [2020-11-13 05:03:04,006][root][INFO] - mean heading_cls_loss: 0.930444 [2020-11-13 05:03:04,006][root][INFO] - mean heading_reg_loss: 0.068140 [2020-11-13 05:03:04,006][root][INFO] - mean loss: 6.967863 [2020-11-13 05:03:04,006][root][INFO] - mean neg_ratio: 0.761157 [2020-11-13 05:03:04,006][root][INFO] - mean obj_acc: 0.916207 [2020-11-13 05:03:04,006][root][INFO] - mean objectness_loss: 0.066415 [2020-11-13 05:03:04,006][root][INFO] - mean pos_ratio: 0.113348 [2020-11-13 05:03:04,006][root][INFO] - mean sem_cls_loss: 0.422548 [2020-11-13 05:03:04,006][root][INFO] - mean size_cls_loss: 0.424481 [2020-11-13 05:03:04,006][root][INFO] - mean size_reg_loss: 0.030679 [2020-11-13 05:03:04,006][root][INFO] - mean vote_loss: 0.334487 [2020-11-13 05:03:56,660][root][INFO] - ---- batch: 080 ---- [2020-11-13 05:03:56,667][root][INFO] - mean box_loss: 0.293041 [2020-11-13 05:03:56,669][root][INFO] - mean center_loss: 0.066434 [2020-11-13 05:03:56,669][root][INFO] - mean heading_cls_loss: 0.924813 [2020-11-13 05:03:56,669][root][INFO] - mean heading_reg_loss: 0.068067 [2020-11-13 05:03:56,669][root][INFO] - mean loss: 7.059263 [2020-11-13 05:03:56,669][root][INFO] - mean neg_ratio: 0.734967 [2020-11-13 05:03:56,669][root][INFO] - mean obj_acc: 0.924127 [2020-11-13 05:03:56,669][root][INFO] - mean objectness_loss: 0.063185 [2020-11-13 05:03:56,669][root][INFO] - mean pos_ratio: 0.129602 [2020-11-13 05:03:56,669][root][INFO] - mean sem_cls_loss: 0.371232 [2020-11-13 05:03:56,669][root][INFO] - mean size_cls_loss: 0.370508 [2020-11-13 05:03:56,669][root][INFO] - mean size_reg_loss: 0.029008 [2020-11-13 05:03:56,669][root][INFO] - mean vote_loss: 0.344169 [2020-11-13 05:04:11,345][root][INFO] - **** EPOCH 026 **** [2020-11-13 05:04:11,346][root][INFO] - Current learning rate: 0.001000 [2020-11-13 05:04:11,346][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 05:04:11,346][root][INFO] - 2020-11-13 05:04:11.346430 [2020-11-13 05:05:13,615][root][INFO] - ---- batch: 010 ---- [2020-11-13 05:05:13,620][root][INFO] - mean box_loss: 0.315759 [2020-11-13 05:05:13,621][root][INFO] - mean center_loss: 0.066641 [2020-11-13 05:05:13,621][root][INFO] - mean heading_cls_loss: 1.051193 [2020-11-13 05:05:13,621][root][INFO] - mean heading_reg_loss: 0.065842 [2020-11-13 05:05:13,621][root][INFO] - mean loss: 7.230641 [2020-11-13 05:05:13,621][root][INFO] - mean neg_ratio: 0.770825 [2020-11-13 05:05:13,621][root][INFO] - mean obj_acc: 0.917102 [2020-11-13 05:05:13,621][root][INFO] - mean objectness_loss: 0.055559 [2020-11-13 05:05:13,621][root][INFO] - mean pos_ratio: 0.106531 [2020-11-13 05:05:13,621][root][INFO] - mean sem_cls_loss: 0.477906 [2020-11-13 05:05:13,621][root][INFO] - mean size_cls_loss: 0.478109 [2020-11-13 05:05:13,621][root][INFO] - mean size_reg_loss: 0.030345 [2020-11-13 05:05:13,621][root][INFO] - mean vote_loss: 0.331735 [2020-11-13 05:06:08,914][root][INFO] - ---- batch: 020 ---- [2020-11-13 05:06:08,920][root][INFO] - mean box_loss: 0.289074 [2020-11-13 05:06:08,920][root][INFO] - mean center_loss: 0.051750 [2020-11-13 05:06:08,920][root][INFO] - mean heading_cls_loss: 0.947510 [2020-11-13 05:06:08,920][root][INFO] - mean heading_reg_loss: 0.072664 [2020-11-13 05:06:08,920][root][INFO] - mean loss: 6.876936 [2020-11-13 05:06:08,920][root][INFO] - mean neg_ratio: 0.757526 [2020-11-13 05:06:08,920][root][INFO] - mean obj_acc: 0.930767 [2020-11-13 05:06:08,920][root][INFO] - mean objectness_loss: 0.059440 [2020-11-13 05:06:08,920][root][INFO] - mean pos_ratio: 0.113232 [2020-11-13 05:06:08,920][root][INFO] - mean sem_cls_loss: 0.393503 [2020-11-13 05:06:08,920][root][INFO] - mean size_cls_loss: 0.394354 [2020-11-13 05:06:08,920][root][INFO] - mean size_reg_loss: 0.030473 [2020-11-13 05:06:08,920][root][INFO] - mean vote_loss: 0.329550 [2020-11-13 05:07:04,537][root][INFO] - ---- batch: 030 ---- [2020-11-13 05:07:04,543][root][INFO] - mean box_loss: 0.299462 [2020-11-13 05:07:04,543][root][INFO] - mean center_loss: 0.054080 [2020-11-13 05:07:04,543][root][INFO] - mean heading_cls_loss: 0.968705 [2020-11-13 05:07:04,543][root][INFO] - mean heading_reg_loss: 0.082417 [2020-11-13 05:07:04,543][root][INFO] - mean loss: 6.870792 [2020-11-13 05:07:04,543][root][INFO] - mean neg_ratio: 0.756128 [2020-11-13 05:07:04,543][root][INFO] - mean obj_acc: 0.931115 [2020-11-13 05:07:04,543][root][INFO] - mean objectness_loss: 0.059804 [2020-11-13 05:07:04,543][root][INFO] - mean pos_ratio: 0.111743 [2020-11-13 05:07:04,543][root][INFO] - mean sem_cls_loss: 0.375054 [2020-11-13 05:07:04,543][root][INFO] - mean size_cls_loss: 0.374611 [2020-11-13 05:07:04,543][root][INFO] - mean size_reg_loss: 0.028634 [2020-11-13 05:07:04,543][root][INFO] - mean vote_loss: 0.320209 [2020-11-13 05:07:59,685][root][INFO] - ---- batch: 040 ---- [2020-11-13 05:07:59,691][root][INFO] - mean box_loss: 0.309891 [2020-11-13 05:07:59,692][root][INFO] - mean center_loss: 0.052672 [2020-11-13 05:07:59,692][root][INFO] - mean heading_cls_loss: 1.079800 [2020-11-13 05:07:59,692][root][INFO] - mean heading_reg_loss: 0.080493 [2020-11-13 05:07:59,692][root][INFO] - mean loss: 7.028555 [2020-11-13 05:07:59,692][root][INFO] - mean neg_ratio: 0.739532 [2020-11-13 05:07:59,692][root][INFO] - mean obj_acc: 0.920766 [2020-11-13 05:07:59,692][root][INFO] - mean objectness_loss: 0.063692 [2020-11-13 05:07:59,692][root][INFO] - mean pos_ratio: 0.122504 [2020-11-13 05:07:59,692][root][INFO] - mean sem_cls_loss: 0.418372 [2020-11-13 05:07:59,692][root][INFO] - mean size_cls_loss: 0.419363 [2020-11-13 05:07:59,692][root][INFO] - mean size_reg_loss: 0.026810 [2020-11-13 05:07:59,692][root][INFO] - mean vote_loss: 0.319281 [2020-11-13 05:08:54,928][root][INFO] - ---- batch: 050 ---- [2020-11-13 05:08:54,935][root][INFO] - mean box_loss: 0.286812 [2020-11-13 05:08:54,935][root][INFO] - mean center_loss: 0.057385 [2020-11-13 05:08:54,935][root][INFO] - mean heading_cls_loss: 0.930162 [2020-11-13 05:08:54,935][root][INFO] - mean heading_reg_loss: 0.069448 [2020-11-13 05:08:54,935][root][INFO] - mean loss: 7.040576 [2020-11-13 05:08:54,935][root][INFO] - mean neg_ratio: 0.720624 [2020-11-13 05:08:54,935][root][INFO] - mean obj_acc: 0.918474 [2020-11-13 05:08:54,935][root][INFO] - mean objectness_loss: 0.064746 [2020-11-13 05:08:54,935][root][INFO] - mean pos_ratio: 0.127478 [2020-11-13 05:08:54,935][root][INFO] - mean sem_cls_loss: 0.368091 [2020-11-13 05:08:54,935][root][INFO] - mean size_cls_loss: 0.369359 [2020-11-13 05:08:54,935][root][INFO] - mean size_reg_loss: 0.030026 [2020-11-13 05:08:54,935][root][INFO] - mean vote_loss: 0.348064 [2020-11-13 05:09:49,369][root][INFO] - ---- batch: 060 ---- [2020-11-13 05:09:49,376][root][INFO] - mean box_loss: 0.297173 [2020-11-13 05:09:49,377][root][INFO] - mean center_loss: 0.049325 [2020-11-13 05:09:49,377][root][INFO] - mean heading_cls_loss: 1.051515 [2020-11-13 05:09:49,377][root][INFO] - mean heading_reg_loss: 0.076659 [2020-11-13 05:09:49,377][root][INFO] - mean loss: 6.811537 [2020-11-13 05:09:49,377][root][INFO] - mean neg_ratio: 0.736420 [2020-11-13 05:09:49,377][root][INFO] - mean obj_acc: 0.916411 [2020-11-13 05:09:49,377][root][INFO] - mean objectness_loss: 0.063939 [2020-11-13 05:09:49,377][root][INFO] - mean pos_ratio: 0.125391 [2020-11-13 05:09:49,377][root][INFO] - mean sem_cls_loss: 0.388660 [2020-11-13 05:09:49,377][root][INFO] - mean size_cls_loss: 0.389015 [2020-11-13 05:09:49,377][root][INFO] - mean size_reg_loss: 0.027136 [2020-11-13 05:09:49,377][root][INFO] - mean vote_loss: 0.313145 [2020-11-13 05:10:44,008][root][INFO] - ---- batch: 070 ---- [2020-11-13 05:10:44,014][root][INFO] - mean box_loss: 0.295250 [2020-11-13 05:10:44,015][root][INFO] - mean center_loss: 0.050896 [2020-11-13 05:10:44,015][root][INFO] - mean heading_cls_loss: 1.028744 [2020-11-13 05:10:44,015][root][INFO] - mean heading_reg_loss: 0.069535 [2020-11-13 05:10:44,016][root][INFO] - mean loss: 7.104638 [2020-11-13 05:10:44,016][root][INFO] - mean neg_ratio: 0.752435 [2020-11-13 05:10:44,016][root][INFO] - mean obj_acc: 0.912484 [2020-11-13 05:10:44,016][root][INFO] - mean objectness_loss: 0.064931 [2020-11-13 05:10:44,016][root][INFO] - mean pos_ratio: 0.116296 [2020-11-13 05:10:44,016][root][INFO] - mean sem_cls_loss: 0.469189 [2020-11-13 05:10:44,016][root][INFO] - mean size_cls_loss: 0.470173 [2020-11-13 05:10:44,016][root][INFO] - mean size_reg_loss: 0.024928 [2020-11-13 05:10:44,016][root][INFO] - mean vote_loss: 0.335830 [2020-11-13 05:11:36,900][root][INFO] - ---- batch: 080 ---- [2020-11-13 05:11:36,909][root][INFO] - mean box_loss: 0.291670 [2020-11-13 05:11:36,910][root][INFO] - mean center_loss: 0.049889 [2020-11-13 05:11:36,910][root][INFO] - mean heading_cls_loss: 0.996558 [2020-11-13 05:11:36,910][root][INFO] - mean heading_reg_loss: 0.069638 [2020-11-13 05:11:36,910][root][INFO] - mean loss: 6.988506 [2020-11-13 05:11:36,910][root][INFO] - mean neg_ratio: 0.753741 [2020-11-13 05:11:36,910][root][INFO] - mean obj_acc: 0.914625 [2020-11-13 05:11:36,910][root][INFO] - mean objectness_loss: 0.065740 [2020-11-13 05:11:36,910][root][INFO] - mean pos_ratio: 0.118707 [2020-11-13 05:11:36,910][root][INFO] - mean sem_cls_loss: 0.416640 [2020-11-13 05:11:36,910][root][INFO] - mean size_cls_loss: 0.418494 [2020-11-13 05:11:36,910][root][INFO] - mean size_reg_loss: 0.030638 [2020-11-13 05:11:36,910][root][INFO] - mean vote_loss: 0.332646 [2020-11-13 05:11:52,218][root][INFO] - **** EPOCH 027 **** [2020-11-13 05:11:52,219][root][INFO] - Current learning rate: 0.001000 [2020-11-13 05:11:52,219][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 05:11:52,219][root][INFO] - 2020-11-13 05:11:52.219330 [2020-11-13 05:12:54,104][root][INFO] - ---- batch: 010 ---- [2020-11-13 05:12:54,110][root][INFO] - mean box_loss: 0.294581 [2020-11-13 05:12:54,111][root][INFO] - mean center_loss: 0.051741 [2020-11-13 05:12:54,111][root][INFO] - mean heading_cls_loss: 0.990158 [2020-11-13 05:12:54,111][root][INFO] - mean heading_reg_loss: 0.070352 [2020-11-13 05:12:54,111][root][INFO] - mean loss: 7.020727 [2020-11-13 05:12:54,111][root][INFO] - mean neg_ratio: 0.760077 [2020-11-13 05:12:54,111][root][INFO] - mean obj_acc: 0.917271 [2020-11-13 05:12:54,111][root][INFO] - mean objectness_loss: 0.062880 [2020-11-13 05:12:54,111][root][INFO] - mean pos_ratio: 0.110962 [2020-11-13 05:12:54,111][root][INFO] - mean sem_cls_loss: 0.419928 [2020-11-13 05:12:54,111][root][INFO] - mean size_cls_loss: 0.421061 [2020-11-13 05:12:54,111][root][INFO] - mean size_reg_loss: 0.031365 [2020-11-13 05:12:54,111][root][INFO] - mean vote_loss: 0.334059 [2020-11-13 05:13:50,472][root][INFO] - ---- batch: 020 ---- [2020-11-13 05:13:50,478][root][INFO] - mean box_loss: 0.282722 [2020-11-13 05:13:50,478][root][INFO] - mean center_loss: 0.058257 [2020-11-13 05:13:50,479][root][INFO] - mean heading_cls_loss: 0.948306 [2020-11-13 05:13:50,479][root][INFO] - mean heading_reg_loss: 0.064855 [2020-11-13 05:13:50,479][root][INFO] - mean loss: 6.768439 [2020-11-13 05:13:50,479][root][INFO] - mean neg_ratio: 0.755597 [2020-11-13 05:13:50,479][root][INFO] - mean obj_acc: 0.921612 [2020-11-13 05:13:50,479][root][INFO] - mean objectness_loss: 0.062786 [2020-11-13 05:13:50,479][root][INFO] - mean pos_ratio: 0.113501 [2020-11-13 05:13:50,479][root][INFO] - mean sem_cls_loss: 0.380626 [2020-11-13 05:13:50,479][root][INFO] - mean size_cls_loss: 0.380533 [2020-11-13 05:13:50,479][root][INFO] - mean size_reg_loss: 0.026726 [2020-11-13 05:13:50,479][root][INFO] - mean vote_loss: 0.324667 [2020-11-13 05:14:45,668][root][INFO] - ---- batch: 030 ---- [2020-11-13 05:14:45,675][root][INFO] - mean box_loss: 0.274668 [2020-11-13 05:14:45,675][root][INFO] - mean center_loss: 0.051145 [2020-11-13 05:14:45,675][root][INFO] - mean heading_cls_loss: 0.890725 [2020-11-13 05:14:45,675][root][INFO] - mean heading_reg_loss: 0.065375 [2020-11-13 05:14:45,675][root][INFO] - mean loss: 6.635465 [2020-11-13 05:14:45,675][root][INFO] - mean neg_ratio: 0.733246 [2020-11-13 05:14:45,675][root][INFO] - mean obj_acc: 0.924894 [2020-11-13 05:14:45,675][root][INFO] - mean objectness_loss: 0.064375 [2020-11-13 05:14:45,675][root][INFO] - mean pos_ratio: 0.129486 [2020-11-13 05:14:45,676][root][INFO] - mean sem_cls_loss: 0.423313 [2020-11-13 05:14:45,676][root][INFO] - mean size_cls_loss: 0.422731 [2020-11-13 05:14:45,676][root][INFO] - mean size_reg_loss: 0.026801 [2020-11-13 05:14:45,676][root][INFO] - mean vote_loss: 0.314360 [2020-11-13 05:15:39,436][root][INFO] - ---- batch: 040 ---- [2020-11-13 05:15:39,441][root][INFO] - mean box_loss: 0.293228 [2020-11-13 05:15:39,441][root][INFO] - mean center_loss: 0.056977 [2020-11-13 05:15:39,441][root][INFO] - mean heading_cls_loss: 0.976272 [2020-11-13 05:15:39,441][root][INFO] - mean heading_reg_loss: 0.064370 [2020-11-13 05:15:39,441][root][INFO] - mean loss: 6.981441 [2020-11-13 05:15:39,441][root][INFO] - mean neg_ratio: 0.750049 [2020-11-13 05:15:39,441][root][INFO] - mean obj_acc: 0.910869 [2020-11-13 05:15:39,441][root][INFO] - mean objectness_loss: 0.065943 [2020-11-13 05:15:39,441][root][INFO] - mean pos_ratio: 0.118079 [2020-11-13 05:15:39,441][root][INFO] - mean sem_cls_loss: 0.432162 [2020-11-13 05:15:39,442][root][INFO] - mean size_cls_loss: 0.433536 [2020-11-13 05:15:39,442][root][INFO] - mean size_reg_loss: 0.030900 [2020-11-13 05:15:39,442][root][INFO] - mean vote_loss: 0.328728 [2020-11-13 05:16:34,032][root][INFO] - ---- batch: 050 ---- [2020-11-13 05:16:34,060][root][INFO] - mean box_loss: 0.298439 [2020-11-13 05:16:34,061][root][INFO] - mean center_loss: 0.047876 [2020-11-13 05:16:34,061][root][INFO] - mean heading_cls_loss: 1.090083 [2020-11-13 05:16:34,061][root][INFO] - mean heading_reg_loss: 0.070522 [2020-11-13 05:16:34,061][root][INFO] - mean loss: 6.897491 [2020-11-13 05:16:34,061][root][INFO] - mean neg_ratio: 0.762823 [2020-11-13 05:16:34,061][root][INFO] - mean obj_acc: 0.918808 [2020-11-13 05:16:34,061][root][INFO] - mean objectness_loss: 0.057726 [2020-11-13 05:16:34,061][root][INFO] - mean pos_ratio: 0.109021 [2020-11-13 05:16:34,061][root][INFO] - mean sem_cls_loss: 0.412338 [2020-11-13 05:16:34,061][root][INFO] - mean size_cls_loss: 0.410763 [2020-11-13 05:16:34,061][root][INFO] - mean size_reg_loss: 0.029957 [2020-11-13 05:16:34,061][root][INFO] - mean vote_loss: 0.321213 [2020-11-13 05:17:30,067][root][INFO] - ---- batch: 060 ---- [2020-11-13 05:17:30,073][root][INFO] - mean box_loss: 0.303822 [2020-11-13 05:17:30,074][root][INFO] - mean center_loss: 0.054019 [2020-11-13 05:17:30,074][root][INFO] - mean heading_cls_loss: 0.987806 [2020-11-13 05:17:30,074][root][INFO] - mean heading_reg_loss: 0.077872 [2020-11-13 05:17:30,074][root][INFO] - mean loss: 7.072719 [2020-11-13 05:17:30,074][root][INFO] - mean neg_ratio: 0.756140 [2020-11-13 05:17:30,074][root][INFO] - mean obj_acc: 0.930589 [2020-11-13 05:17:30,074][root][INFO] - mean objectness_loss: 0.056622 [2020-11-13 05:17:30,074][root][INFO] - mean pos_ratio: 0.115472 [2020-11-13 05:17:30,074][root][INFO] - mean sem_cls_loss: 0.433253 [2020-11-13 05:17:30,074][root][INFO] - mean size_cls_loss: 0.435479 [2020-11-13 05:17:30,074][root][INFO] - mean size_reg_loss: 0.029603 [2020-11-13 05:17:30,074][root][INFO] - mean vote_loss: 0.331813 [2020-11-13 05:18:22,994][root][INFO] - ---- batch: 070 ---- [2020-11-13 05:18:23,001][root][INFO] - mean box_loss: 0.283777 [2020-11-13 05:18:23,002][root][INFO] - mean center_loss: 0.047751 [2020-11-13 05:18:23,002][root][INFO] - mean heading_cls_loss: 0.986260 [2020-11-13 05:18:23,002][root][INFO] - mean heading_reg_loss: 0.073559 [2020-11-13 05:18:23,002][root][INFO] - mean loss: 6.501111 [2020-11-13 05:18:23,002][root][INFO] - mean neg_ratio: 0.745715 [2020-11-13 05:18:23,002][root][INFO] - mean obj_acc: 0.934905 [2020-11-13 05:18:23,002][root][INFO] - mean objectness_loss: 0.056698 [2020-11-13 05:18:23,002][root][INFO] - mean pos_ratio: 0.121204 [2020-11-13 05:18:23,002][root][INFO] - mean sem_cls_loss: 0.372711 [2020-11-13 05:18:23,002][root][INFO] - mean size_cls_loss: 0.373227 [2020-11-13 05:18:23,002][root][INFO] - mean size_reg_loss: 0.026517 [2020-11-13 05:18:23,002][root][INFO] - mean vote_loss: 0.300714 [2020-11-13 05:19:16,314][root][INFO] - ---- batch: 080 ---- [2020-11-13 05:19:16,321][root][INFO] - mean box_loss: 0.294729 [2020-11-13 05:19:16,323][root][INFO] - mean center_loss: 0.052344 [2020-11-13 05:19:16,323][root][INFO] - mean heading_cls_loss: 1.036099 [2020-11-13 05:19:16,323][root][INFO] - mean heading_reg_loss: 0.072238 [2020-11-13 05:19:16,323][root][INFO] - mean loss: 7.026818 [2020-11-13 05:19:16,323][root][INFO] - mean neg_ratio: 0.756079 [2020-11-13 05:19:16,323][root][INFO] - mean obj_acc: 0.926087 [2020-11-13 05:19:16,323][root][INFO] - mean objectness_loss: 0.057216 [2020-11-13 05:19:16,323][root][INFO] - mean pos_ratio: 0.116168 [2020-11-13 05:19:16,323][root][INFO] - mean sem_cls_loss: 0.376403 [2020-11-13 05:19:16,323][root][INFO] - mean size_cls_loss: 0.374436 [2020-11-13 05:19:16,323][root][INFO] - mean size_reg_loss: 0.029094 [2020-11-13 05:19:16,324][root][INFO] - mean vote_loss: 0.341704 [2020-11-13 05:19:39,559][root][INFO] - **** EPOCH 028 **** [2020-11-13 05:19:39,563][root][INFO] - Current learning rate: 0.001000 [2020-11-13 05:19:39,563][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 05:19:39,563][root][INFO] - 2020-11-13 05:19:39.563224 [2020-11-13 05:20:41,079][root][INFO] - ---- batch: 010 ---- [2020-11-13 05:20:41,085][root][INFO] - mean box_loss: 0.277543 [2020-11-13 05:20:41,085][root][INFO] - mean center_loss: 0.052177 [2020-11-13 05:20:41,085][root][INFO] - mean heading_cls_loss: 0.953155 [2020-11-13 05:20:41,086][root][INFO] - mean heading_reg_loss: 0.063452 [2020-11-13 05:20:41,086][root][INFO] - mean loss: 6.759183 [2020-11-13 05:20:41,086][root][INFO] - mean neg_ratio: 0.759644 [2020-11-13 05:20:41,086][root][INFO] - mean obj_acc: 0.925955 [2020-11-13 05:20:41,086][root][INFO] - mean objectness_loss: 0.057411 [2020-11-13 05:20:41,086][root][INFO] - mean pos_ratio: 0.111255 [2020-11-13 05:20:41,086][root][INFO] - mean sem_cls_loss: 0.386642 [2020-11-13 05:20:41,086][root][INFO] - mean size_cls_loss: 0.387163 [2020-11-13 05:20:41,086][root][INFO] - mean size_reg_loss: 0.027883 [2020-11-13 05:20:41,086][root][INFO] - mean vote_loss: 0.331005 [2020-11-13 05:21:35,472][root][INFO] - ---- batch: 020 ---- [2020-11-13 05:21:35,478][root][INFO] - mean box_loss: 0.284845 [2020-11-13 05:21:35,478][root][INFO] - mean center_loss: 0.051672 [2020-11-13 05:21:35,478][root][INFO] - mean heading_cls_loss: 1.025646 [2020-11-13 05:21:35,478][root][INFO] - mean heading_reg_loss: 0.064118 [2020-11-13 05:21:35,478][root][INFO] - mean loss: 6.695414 [2020-11-13 05:21:35,479][root][INFO] - mean neg_ratio: 0.750092 [2020-11-13 05:21:35,479][root][INFO] - mean obj_acc: 0.926466 [2020-11-13 05:21:35,479][root][INFO] - mean objectness_loss: 0.063170 [2020-11-13 05:21:35,479][root][INFO] - mean pos_ratio: 0.117865 [2020-11-13 05:21:35,479][root][INFO] - mean sem_cls_loss: 0.372837 [2020-11-13 05:21:35,479][root][INFO] - mean size_cls_loss: 0.372704 [2020-11-13 05:21:35,479][root][INFO] - mean size_reg_loss: 0.029221 [2020-11-13 05:21:35,479][root][INFO] - mean vote_loss: 0.315828 [2020-11-13 05:22:30,915][root][INFO] - ---- batch: 030 ---- [2020-11-13 05:22:30,921][root][INFO] - mean box_loss: 0.290722 [2020-11-13 05:22:30,921][root][INFO] - mean center_loss: 0.051984 [2020-11-13 05:22:30,921][root][INFO] - mean heading_cls_loss: 1.036666 [2020-11-13 05:22:30,921][root][INFO] - mean heading_reg_loss: 0.065336 [2020-11-13 05:22:30,921][root][INFO] - mean loss: 6.825151 [2020-11-13 05:22:30,921][root][INFO] - mean neg_ratio: 0.768134 [2020-11-13 05:22:30,921][root][INFO] - mean obj_acc: 0.910270 [2020-11-13 05:22:30,921][root][INFO] - mean objectness_loss: 0.059108 [2020-11-13 05:22:30,921][root][INFO] - mean pos_ratio: 0.108319 [2020-11-13 05:22:30,921][root][INFO] - mean sem_cls_loss: 0.410923 [2020-11-13 05:22:30,921][root][INFO] - mean size_cls_loss: 0.409885 [2020-11-13 05:22:30,921][root][INFO] - mean size_reg_loss: 0.028748 [2020-11-13 05:22:30,921][root][INFO] - mean vote_loss: 0.321147 [2020-11-13 05:23:25,819][root][INFO] - ---- batch: 040 ---- [2020-11-13 05:23:25,991][root][INFO] - mean box_loss: 0.279971 [2020-11-13 05:23:25,991][root][INFO] - mean center_loss: 0.047994 [2020-11-13 05:23:25,991][root][INFO] - mean heading_cls_loss: 0.976236 [2020-11-13 05:23:25,991][root][INFO] - mean heading_reg_loss: 0.069395 [2020-11-13 05:23:25,991][root][INFO] - mean loss: 6.458085 [2020-11-13 05:23:25,991][root][INFO] - mean neg_ratio: 0.751764 [2020-11-13 05:23:25,991][root][INFO] - mean obj_acc: 0.936455 [2020-11-13 05:23:25,991][root][INFO] - mean objectness_loss: 0.053693 [2020-11-13 05:23:25,991][root][INFO] - mean pos_ratio: 0.119208 [2020-11-13 05:23:25,991][root][INFO] - mean sem_cls_loss: 0.367810 [2020-11-13 05:23:25,991][root][INFO] - mean size_cls_loss: 0.369720 [2020-11-13 05:23:25,991][root][INFO] - mean size_reg_loss: 0.027986 [2020-11-13 05:23:25,992][root][INFO] - mean vote_loss: 0.302210 [2020-11-13 05:24:21,719][root][INFO] - ---- batch: 050 ---- [2020-11-13 05:24:21,727][root][INFO] - mean box_loss: 0.282060 [2020-11-13 05:24:21,728][root][INFO] - mean center_loss: 0.051807 [2020-11-13 05:24:21,728][root][INFO] - mean heading_cls_loss: 0.953755 [2020-11-13 05:24:21,728][root][INFO] - mean heading_reg_loss: 0.065353 [2020-11-13 05:24:21,728][root][INFO] - mean loss: 6.994052 [2020-11-13 05:24:21,729][root][INFO] - mean neg_ratio: 0.755414 [2020-11-13 05:24:21,729][root][INFO] - mean obj_acc: 0.923477 [2020-11-13 05:24:21,729][root][INFO] - mean objectness_loss: 0.062608 [2020-11-13 05:24:21,729][root][INFO] - mean pos_ratio: 0.113953 [2020-11-13 05:24:21,729][root][INFO] - mean sem_cls_loss: 0.379043 [2020-11-13 05:24:21,729][root][INFO] - mean size_cls_loss: 0.378199 [2020-11-13 05:24:21,729][root][INFO] - mean size_reg_loss: 0.031704 [2020-11-13 05:24:21,729][root][INFO] - mean vote_loss: 0.348137 [2020-11-13 05:25:17,633][root][INFO] - ---- batch: 060 ---- [2020-11-13 05:25:17,639][root][INFO] - mean box_loss: 0.281056 [2020-11-13 05:25:17,640][root][INFO] - mean center_loss: 0.054202 [2020-11-13 05:25:17,640][root][INFO] - mean heading_cls_loss: 0.922184 [2020-11-13 05:25:17,640][root][INFO] - mean heading_reg_loss: 0.066214 [2020-11-13 05:25:17,640][root][INFO] - mean loss: 6.597506 [2020-11-13 05:25:17,640][root][INFO] - mean neg_ratio: 0.739752 [2020-11-13 05:25:17,640][root][INFO] - mean obj_acc: 0.925668 [2020-11-13 05:25:17,640][root][INFO] - mean objectness_loss: 0.059169 [2020-11-13 05:25:17,640][root][INFO] - mean pos_ratio: 0.127606 [2020-11-13 05:25:17,640][root][INFO] - mean sem_cls_loss: 0.373046 [2020-11-13 05:25:17,640][root][INFO] - mean size_cls_loss: 0.373188 [2020-11-13 05:25:17,640][root][INFO] - mean size_reg_loss: 0.031102 [2020-11-13 05:25:17,640][root][INFO] - mean vote_loss: 0.311806 [2020-11-13 05:26:10,166][root][INFO] - ---- batch: 070 ---- [2020-11-13 05:26:10,174][root][INFO] - mean box_loss: 0.267243 [2020-11-13 05:26:10,175][root][INFO] - mean center_loss: 0.046453 [2020-11-13 05:26:10,175][root][INFO] - mean heading_cls_loss: 0.912550 [2020-11-13 05:26:10,175][root][INFO] - mean heading_reg_loss: 0.057729 [2020-11-13 05:26:10,175][root][INFO] - mean loss: 6.462316 [2020-11-13 05:26:10,176][root][INFO] - mean neg_ratio: 0.751801 [2020-11-13 05:26:10,176][root][INFO] - mean obj_acc: 0.925285 [2020-11-13 05:26:10,176][root][INFO] - mean objectness_loss: 0.056732 [2020-11-13 05:26:10,176][root][INFO] - mean pos_ratio: 0.119324 [2020-11-13 05:26:10,176][root][INFO] - mean sem_cls_loss: 0.426365 [2020-11-13 05:26:10,176][root][INFO] - mean size_cls_loss: 0.426639 [2020-11-13 05:26:10,176][root][INFO] - mean size_reg_loss: 0.029142 [2020-11-13 05:26:10,176][root][INFO] - mean vote_loss: 0.307986 [2020-11-13 05:27:03,974][root][INFO] - ---- batch: 080 ---- [2020-11-13 05:27:03,983][root][INFO] - mean box_loss: 0.274361 [2020-11-13 05:27:03,985][root][INFO] - mean center_loss: 0.050205 [2020-11-13 05:27:03,985][root][INFO] - mean heading_cls_loss: 0.902302 [2020-11-13 05:27:03,985][root][INFO] - mean heading_reg_loss: 0.072279 [2020-11-13 05:27:03,985][root][INFO] - mean loss: 6.535723 [2020-11-13 05:27:03,986][root][INFO] - mean neg_ratio: 0.741272 [2020-11-13 05:27:03,986][root][INFO] - mean obj_acc: 0.925698 [2020-11-13 05:27:03,986][root][INFO] - mean objectness_loss: 0.062349 [2020-11-13 05:27:03,986][root][INFO] - mean pos_ratio: 0.119397 [2020-11-13 05:27:03,986][root][INFO] - mean sem_cls_loss: 0.356901 [2020-11-13 05:27:03,986][root][INFO] - mean size_cls_loss: 0.357122 [2020-11-13 05:27:03,986][root][INFO] - mean size_reg_loss: 0.025935 [2020-11-13 05:27:03,986][root][INFO] - mean vote_loss: 0.312346 [2020-11-13 05:27:23,876][root][INFO] - **** EPOCH 029 **** [2020-11-13 05:27:23,878][root][INFO] - Current learning rate: 0.001000 [2020-11-13 05:27:23,878][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 05:27:23,878][root][INFO] - 2020-11-13 05:27:23.878278 [2020-11-13 05:28:25,346][root][INFO] - ---- batch: 010 ---- [2020-11-13 05:28:25,353][root][INFO] - mean box_loss: 0.289989 [2020-11-13 05:28:25,353][root][INFO] - mean center_loss: 0.053669 [2020-11-13 05:28:25,353][root][INFO] - mean heading_cls_loss: 0.952544 [2020-11-13 05:28:25,353][root][INFO] - mean heading_reg_loss: 0.071614 [2020-11-13 05:28:25,353][root][INFO] - mean loss: 6.822124 [2020-11-13 05:28:25,353][root][INFO] - mean neg_ratio: 0.762634 [2020-11-13 05:28:25,353][root][INFO] - mean obj_acc: 0.920867 [2020-11-13 05:28:25,353][root][INFO] - mean objectness_loss: 0.060885 [2020-11-13 05:28:25,353][root][INFO] - mean pos_ratio: 0.109143 [2020-11-13 05:28:25,353][root][INFO] - mean sem_cls_loss: 0.401149 [2020-11-13 05:28:25,353][root][INFO] - mean size_cls_loss: 0.400973 [2020-11-13 05:28:25,353][root][INFO] - mean size_reg_loss: 0.029354 [2020-11-13 05:28:25,354][root][INFO] - mean vote_loss: 0.321666 [2020-11-13 05:29:21,291][root][INFO] - ---- batch: 020 ---- [2020-11-13 05:29:21,297][root][INFO] - mean box_loss: 0.286527 [2020-11-13 05:29:21,297][root][INFO] - mean center_loss: 0.050556 [2020-11-13 05:29:21,297][root][INFO] - mean heading_cls_loss: 0.954628 [2020-11-13 05:29:21,297][root][INFO] - mean heading_reg_loss: 0.073953 [2020-11-13 05:29:21,297][root][INFO] - mean loss: 6.794636 [2020-11-13 05:29:21,297][root][INFO] - mean neg_ratio: 0.756635 [2020-11-13 05:29:21,297][root][INFO] - mean obj_acc: 0.928487 [2020-11-13 05:29:21,297][root][INFO] - mean objectness_loss: 0.057561 [2020-11-13 05:29:21,297][root][INFO] - mean pos_ratio: 0.114960 [2020-11-13 05:29:21,297][root][INFO] - mean sem_cls_loss: 0.374168 [2020-11-13 05:29:21,298][root][INFO] - mean size_cls_loss: 0.374445 [2020-11-13 05:29:21,298][root][INFO] - mean size_reg_loss: 0.029111 [2020-11-13 05:29:21,298][root][INFO] - mean vote_loss: 0.326739 [2020-11-13 05:30:16,131][root][INFO] - ---- batch: 030 ---- [2020-11-13 05:30:16,137][root][INFO] - mean box_loss: 0.288364 [2020-11-13 05:30:16,137][root][INFO] - mean center_loss: 0.046848 [2020-11-13 05:30:16,137][root][INFO] - mean heading_cls_loss: 0.989875 [2020-11-13 05:30:16,137][root][INFO] - mean heading_reg_loss: 0.073413 [2020-11-13 05:30:16,137][root][INFO] - mean loss: 6.812838 [2020-11-13 05:30:16,137][root][INFO] - mean neg_ratio: 0.759839 [2020-11-13 05:30:16,137][root][INFO] - mean obj_acc: 0.925233 [2020-11-13 05:30:16,137][root][INFO] - mean objectness_loss: 0.059628 [2020-11-13 05:30:16,137][root][INFO] - mean pos_ratio: 0.116907 [2020-11-13 05:30:16,137][root][INFO] - mean sem_cls_loss: 0.380388 [2020-11-13 05:30:16,137][root][INFO] - mean size_cls_loss: 0.381707 [2020-11-13 05:30:16,137][root][INFO] - mean size_reg_loss: 0.030945 [2020-11-13 05:30:16,137][root][INFO] - mean vote_loss: 0.325067 [2020-11-13 05:31:09,163][root][INFO] - ---- batch: 040 ---- [2020-11-13 05:31:09,169][root][INFO] - mean box_loss: 0.283601 [2020-11-13 05:31:09,169][root][INFO] - mean center_loss: 0.050359 [2020-11-13 05:31:09,169][root][INFO] - mean heading_cls_loss: 0.919561 [2020-11-13 05:31:09,169][root][INFO] - mean heading_reg_loss: 0.071765 [2020-11-13 05:31:09,169][root][INFO] - mean loss: 6.810533 [2020-11-13 05:31:09,169][root][INFO] - mean neg_ratio: 0.751324 [2020-11-13 05:31:09,169][root][INFO] - mean obj_acc: 0.930252 [2020-11-13 05:31:09,170][root][INFO] - mean objectness_loss: 0.061551 [2020-11-13 05:31:09,170][root][INFO] - mean pos_ratio: 0.119958 [2020-11-13 05:31:09,170][root][INFO] - mean sem_cls_loss: 0.395302 [2020-11-13 05:31:09,170][root][INFO] - mean size_cls_loss: 0.395699 [2020-11-13 05:31:09,170][root][INFO] - mean size_reg_loss: 0.029951 [2020-11-13 05:31:09,170][root][INFO] - mean vote_loss: 0.327147 [2020-11-13 05:32:03,716][root][INFO] - ---- batch: 050 ---- [2020-11-13 05:32:03,723][root][INFO] - mean box_loss: 0.276488 [2020-11-13 05:32:03,723][root][INFO] - mean center_loss: 0.045258 [2020-11-13 05:32:03,723][root][INFO] - mean heading_cls_loss: 0.955402 [2020-11-13 05:32:03,723][root][INFO] - mean heading_reg_loss: 0.069251 [2020-11-13 05:32:03,723][root][INFO] - mean loss: 6.424755 [2020-11-13 05:32:03,723][root][INFO] - mean neg_ratio: 0.742450 [2020-11-13 05:32:03,724][root][INFO] - mean obj_acc: 0.926452 [2020-11-13 05:32:03,724][root][INFO] - mean objectness_loss: 0.059518 [2020-11-13 05:32:03,724][root][INFO] - mean pos_ratio: 0.128027 [2020-11-13 05:32:03,724][root][INFO] - mean sem_cls_loss: 0.378067 [2020-11-13 05:32:03,724][root][INFO] - mean size_cls_loss: 0.382149 [2020-11-13 05:32:03,724][root][INFO] - mean size_reg_loss: 0.028224 [2020-11-13 05:32:03,724][root][INFO] - mean vote_loss: 0.298422 [2020-11-13 05:32:58,584][root][INFO] - ---- batch: 060 ---- [2020-11-13 05:32:58,591][root][INFO] - mean box_loss: 0.269702 [2020-11-13 05:32:58,591][root][INFO] - mean center_loss: 0.053056 [2020-11-13 05:32:58,591][root][INFO] - mean heading_cls_loss: 0.898025 [2020-11-13 05:32:58,591][root][INFO] - mean heading_reg_loss: 0.062820 [2020-11-13 05:32:58,592][root][INFO] - mean loss: 6.280641 [2020-11-13 05:32:58,592][root][INFO] - mean neg_ratio: 0.742999 [2020-11-13 05:32:58,592][root][INFO] - mean obj_acc: 0.917306 [2020-11-13 05:32:58,592][root][INFO] - mean objectness_loss: 0.060184 [2020-11-13 05:32:58,592][root][INFO] - mean pos_ratio: 0.123590 [2020-11-13 05:32:58,592][root][INFO] - mean sem_cls_loss: 0.371031 [2020-11-13 05:32:58,592][root][INFO] - mean size_cls_loss: 0.369515 [2020-11-13 05:32:58,592][root][INFO] - mean size_reg_loss: 0.027072 [2020-11-13 05:32:58,592][root][INFO] - mean vote_loss: 0.291167 [2020-11-13 05:33:53,717][root][INFO] - ---- batch: 070 ---- [2020-11-13 05:33:53,724][root][INFO] - mean box_loss: 0.278136 [2020-11-13 05:33:53,725][root][INFO] - mean center_loss: 0.058066 [2020-11-13 05:33:53,725][root][INFO] - mean heading_cls_loss: 0.971837 [2020-11-13 05:33:53,725][root][INFO] - mean heading_reg_loss: 0.063382 [2020-11-13 05:33:53,726][root][INFO] - mean loss: 6.436640 [2020-11-13 05:33:53,726][root][INFO] - mean neg_ratio: 0.731372 [2020-11-13 05:33:53,726][root][INFO] - mean obj_acc: 0.927117 [2020-11-13 05:33:53,726][root][INFO] - mean objectness_loss: 0.061884 [2020-11-13 05:33:53,726][root][INFO] - mean pos_ratio: 0.133087 [2020-11-13 05:33:53,726][root][INFO] - mean sem_cls_loss: 0.332753 [2020-11-13 05:33:53,726][root][INFO] - mean size_cls_loss: 0.334423 [2020-11-13 05:33:53,726][root][INFO] - mean size_reg_loss: 0.026062 [2020-11-13 05:33:53,726][root][INFO] - mean vote_loss: 0.301311 [2020-11-13 05:34:50,235][root][INFO] - ---- batch: 080 ---- [2020-11-13 05:34:50,317][root][INFO] - mean box_loss: 0.290433 [2020-11-13 05:34:50,318][root][INFO] - mean center_loss: 0.054514 [2020-11-13 05:34:50,318][root][INFO] - mean heading_cls_loss: 0.987181 [2020-11-13 05:34:50,318][root][INFO] - mean heading_reg_loss: 0.068012 [2020-11-13 05:34:50,319][root][INFO] - mean loss: 6.981860 [2020-11-13 05:34:50,319][root][INFO] - mean neg_ratio: 0.743683 [2020-11-13 05:34:50,319][root][INFO] - mean obj_acc: 0.920036 [2020-11-13 05:34:50,319][root][INFO] - mean objectness_loss: 0.058604 [2020-11-13 05:34:50,319][root][INFO] - mean pos_ratio: 0.119708 [2020-11-13 05:34:50,319][root][INFO] - mean sem_cls_loss: 0.404361 [2020-11-13 05:34:50,319][root][INFO] - mean size_cls_loss: 0.404017 [2020-11-13 05:34:50,319][root][INFO] - mean size_reg_loss: 0.028787 [2020-11-13 05:34:50,319][root][INFO] - mean vote_loss: 0.338015 [2020-11-13 05:35:04,698][root][INFO] - Eval batch: 0 [2020-11-13 05:35:06,516][root][INFO] - Eval batch: 10 [2020-11-13 05:35:08,669][root][INFO] - Eval batch: 20 [2020-11-13 05:35:11,634][root][INFO] - Eval batch: 30 [2020-11-13 05:35:13,451][root][INFO] - Eval batch: 40 [2020-11-13 05:35:15,384][root][INFO] - Eval batch: 50 [2020-11-13 05:35:17,260][root][INFO] - Eval batch: 60 [2020-11-13 05:35:19,470][root][INFO] - Eval batch: 70 [2020-11-13 05:35:21,403][root][INFO] - 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Eval batch: 4940 [2020-11-13 05:53:34,489][root][INFO] - Eval batch: 4950 [2020-11-13 05:53:36,430][root][INFO] - Eval batch: 4960 [2020-11-13 05:53:38,385][root][INFO] - Eval batch: 4970 [2020-11-13 05:53:40,236][root][INFO] - Eval batch: 4980 [2020-11-13 05:53:42,138][root][INFO] - Eval batch: 4990 [2020-11-13 05:53:44,325][root][INFO] - Eval batch: 5000 [2020-11-13 05:53:46,759][root][INFO] - Eval batch: 5010 [2020-11-13 05:53:48,770][root][INFO] - Eval batch: 5020 [2020-11-13 05:53:50,818][root][INFO] - Eval batch: 5030 [2020-11-13 05:53:52,944][root][INFO] - Eval batch: 5040 [2020-11-13 05:53:54,886][root][INFO] - eval mean box_loss: 0.265922 [2020-11-13 05:53:54,887][root][INFO] - eval mean center_loss: 0.047512 [2020-11-13 05:53:54,887][root][INFO] - eval mean heading_cls_loss: 0.870223 [2020-11-13 05:53:54,888][root][INFO] - eval mean heading_reg_loss: 0.054310 [2020-11-13 05:53:54,888][root][INFO] - eval mean loss: 6.240302 [2020-11-13 05:53:54,889][root][INFO] - eval mean neg_ratio: 0.713434 [2020-11-13 05:53:54,889][root][INFO] - eval mean obj_acc: 0.898068 [2020-11-13 05:53:54,889][root][INFO] - eval mean objectness_loss: 0.085097 [2020-11-13 05:53:54,890][root][INFO] - eval mean pos_ratio: 0.139972 [2020-11-13 05:53:54,890][root][INFO] - eval mean sem_cls_loss: 0.492816 [2020-11-13 05:53:54,891][root][INFO] - eval mean size_cls_loss: 0.493514 [2020-11-13 05:53:54,891][root][INFO] - eval mean size_reg_loss: 0.027726 [2020-11-13 05:53:54,891][root][INFO] - eval mean vote_loss: 0.266279 [2020-11-13 05:55:03,318][root][INFO] - eval bed Average Precision: 0.365245 [2020-11-13 05:55:03,318][root][INFO] - eval table Average Precision: 0.087367 [2020-11-13 05:55:03,318][root][INFO] - eval sofa Average Precision: 0.356714 [2020-11-13 05:55:03,318][root][INFO] - eval chair Average Precision: 0.333791 [2020-11-13 05:55:03,318][root][INFO] - eval toilet Average Precision: 0.375770 [2020-11-13 05:55:03,319][root][INFO] - eval desk Average Precision: 0.019121 [2020-11-13 05:55:03,319][root][INFO] - eval dresser Average Precision: 0.015347 [2020-11-13 05:55:03,319][root][INFO] - eval night_stand Average Precision: 0.088510 [2020-11-13 05:55:03,319][root][INFO] - eval bookshelf Average Precision: 0.001084 [2020-11-13 05:55:03,319][root][INFO] - eval bathtub Average Precision: 0.136527 [2020-11-13 05:55:03,319][root][INFO] - eval mAP: 0.177947 [2020-11-13 05:55:03,319][root][INFO] - eval bed Recall: 0.521179 [2020-11-13 05:55:03,319][root][INFO] - eval table Recall: 0.324335 [2020-11-13 05:55:03,319][root][INFO] - eval sofa Recall: 0.532081 [2020-11-13 05:55:03,319][root][INFO] - eval chair Recall: 0.520723 [2020-11-13 05:55:03,319][root][INFO] - eval toilet Recall: 0.562914 [2020-11-13 05:55:03,319][root][INFO] - eval desk Recall: 0.192327 [2020-11-13 05:55:03,320][root][INFO] - eval dresser Recall: 0.231481 [2020-11-13 05:55:03,320][root][INFO] - eval night_stand Recall: 0.334646 [2020-11-13 05:55:03,320][root][INFO] - eval bookshelf Recall: 0.043478 [2020-11-13 05:55:03,320][root][INFO] - eval bathtub Recall: 0.230769 [2020-11-13 05:55:03,320][root][INFO] - eval AR: 0.349393 [2020-11-13 05:55:03,321][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 05:55:07,425][root][INFO] - **** EPOCH 030 **** [2020-11-13 05:55:07,426][root][INFO] - Current learning rate: 0.001000 [2020-11-13 05:55:07,426][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 05:55:07,426][root][INFO] - 2020-11-13 05:55:07.426744 [2020-11-13 05:56:07,421][root][INFO] - ---- batch: 010 ---- [2020-11-13 05:56:07,463][root][INFO] - mean box_loss: 0.277234 [2020-11-13 05:56:07,463][root][INFO] - mean center_loss: 0.049364 [2020-11-13 05:56:07,463][root][INFO] - mean heading_cls_loss: 0.914056 [2020-11-13 05:56:07,463][root][INFO] - mean heading_reg_loss: 0.066772 [2020-11-13 05:56:07,463][root][INFO] - mean loss: 6.458309 [2020-11-13 05:56:07,463][root][INFO] - mean neg_ratio: 0.730853 [2020-11-13 05:56:07,463][root][INFO] - mean obj_acc: 0.919524 [2020-11-13 05:56:07,463][root][INFO] - mean objectness_loss: 0.065561 [2020-11-13 05:56:07,463][root][INFO] - mean pos_ratio: 0.131226 [2020-11-13 05:56:07,463][root][INFO] - mean sem_cls_loss: 0.407662 [2020-11-13 05:56:07,464][root][INFO] - mean size_cls_loss: 0.409229 [2020-11-13 05:56:07,464][root][INFO] - mean size_reg_loss: 0.028769 [2020-11-13 05:56:07,464][root][INFO] - mean vote_loss: 0.295051 [2020-11-13 05:57:03,374][root][INFO] - ---- batch: 020 ---- [2020-11-13 05:57:03,390][root][INFO] - mean box_loss: 0.280511 [2020-11-13 05:57:03,390][root][INFO] - mean center_loss: 0.050850 [2020-11-13 05:57:03,390][root][INFO] - mean heading_cls_loss: 0.949924 [2020-11-13 05:57:03,390][root][INFO] - mean heading_reg_loss: 0.065454 [2020-11-13 05:57:03,390][root][INFO] - mean loss: 6.753500 [2020-11-13 05:57:03,390][root][INFO] - mean neg_ratio: 0.731702 [2020-11-13 05:57:03,391][root][INFO] - mean obj_acc: 0.923419 [2020-11-13 05:57:03,391][root][INFO] - mean objectness_loss: 0.063505 [2020-11-13 05:57:03,391][root][INFO] - mean pos_ratio: 0.133136 [2020-11-13 05:57:03,391][root][INFO] - mean sem_cls_loss: 0.403503 [2020-11-13 05:57:03,391][root][INFO] - mean size_cls_loss: 0.402988 [2020-11-13 05:57:03,391][root][INFO] - mean size_reg_loss: 0.028916 [2020-11-13 05:57:03,391][root][INFO] - mean vote_loss: 0.322736 [2020-11-13 05:57:57,701][root][INFO] - ---- batch: 030 ---- [2020-11-13 05:57:57,707][root][INFO] - mean box_loss: 0.280334 [2020-11-13 05:57:57,708][root][INFO] - mean center_loss: 0.056581 [2020-11-13 05:57:57,708][root][INFO] - mean heading_cls_loss: 0.940861 [2020-11-13 05:57:57,708][root][INFO] - mean heading_reg_loss: 0.067689 [2020-11-13 05:57:57,708][root][INFO] - mean loss: 6.597703 [2020-11-13 05:57:57,708][root][INFO] - mean neg_ratio: 0.761969 [2020-11-13 05:57:57,708][root][INFO] - mean obj_acc: 0.920208 [2020-11-13 05:57:57,708][root][INFO] - mean objectness_loss: 0.060379 [2020-11-13 05:57:57,708][root][INFO] - mean pos_ratio: 0.118146 [2020-11-13 05:57:57,708][root][INFO] - mean sem_cls_loss: 0.356532 [2020-11-13 05:57:57,708][root][INFO] - mean size_cls_loss: 0.358452 [2020-11-13 05:57:57,708][root][INFO] - mean size_reg_loss: 0.026132 [2020-11-13 05:57:57,708][root][INFO] - mean vote_loss: 0.313594 [2020-11-13 05:58:51,062][root][INFO] - ---- batch: 040 ---- [2020-11-13 05:58:51,068][root][INFO] - mean box_loss: 0.286470 [2020-11-13 05:58:51,069][root][INFO] - mean center_loss: 0.062271 [2020-11-13 05:58:51,069][root][INFO] - mean heading_cls_loss: 0.964228 [2020-11-13 05:58:51,069][root][INFO] - mean heading_reg_loss: 0.061087 [2020-11-13 05:58:51,069][root][INFO] - mean loss: 6.605907 [2020-11-13 05:58:51,069][root][INFO] - mean neg_ratio: 0.742932 [2020-11-13 05:58:51,069][root][INFO] - mean obj_acc: 0.928496 [2020-11-13 05:58:51,069][root][INFO] - mean objectness_loss: 0.061017 [2020-11-13 05:58:51,069][root][INFO] - mean pos_ratio: 0.124921 [2020-11-13 05:58:51,069][root][INFO] - mean sem_cls_loss: 0.378428 [2020-11-13 05:58:51,069][root][INFO] - mean size_cls_loss: 0.381711 [2020-11-13 05:58:51,069][root][INFO] - mean size_reg_loss: 0.028519 [2020-11-13 05:58:51,069][root][INFO] - mean vote_loss: 0.305769 [2020-11-13 05:59:46,118][root][INFO] - ---- batch: 050 ---- [2020-11-13 05:59:46,126][root][INFO] - mean box_loss: 0.279956 [2020-11-13 05:59:46,126][root][INFO] - mean center_loss: 0.057863 [2020-11-13 05:59:46,126][root][INFO] - mean heading_cls_loss: 0.871786 [2020-11-13 05:59:46,126][root][INFO] - mean heading_reg_loss: 0.066169 [2020-11-13 05:59:46,126][root][INFO] - mean loss: 6.678771 [2020-11-13 05:59:46,126][root][INFO] - mean neg_ratio: 0.753082 [2020-11-13 05:59:46,127][root][INFO] - mean obj_acc: 0.922265 [2020-11-13 05:59:46,127][root][INFO] - mean objectness_loss: 0.059370 [2020-11-13 05:59:46,127][root][INFO] - mean pos_ratio: 0.120050 [2020-11-13 05:59:46,127][root][INFO] - mean sem_cls_loss: 0.394074 [2020-11-13 05:59:46,127][root][INFO] - mean size_cls_loss: 0.393464 [2020-11-13 05:59:46,127][root][INFO] - mean size_reg_loss: 0.029399 [2020-11-13 05:59:46,127][root][INFO] - mean vote_loss: 0.318828 [2020-11-13 06:00:41,655][root][INFO] - ---- batch: 060 ---- [2020-11-13 06:00:41,664][root][INFO] - mean box_loss: 0.278383 [2020-11-13 06:00:41,664][root][INFO] - mean center_loss: 0.052663 [2020-11-13 06:00:41,665][root][INFO] - mean heading_cls_loss: 0.944953 [2020-11-13 06:00:41,665][root][INFO] - mean heading_reg_loss: 0.064014 [2020-11-13 06:00:41,665][root][INFO] - mean loss: 6.577466 [2020-11-13 06:00:41,665][root][INFO] - mean neg_ratio: 0.748193 [2020-11-13 06:00:41,665][root][INFO] - mean obj_acc: 0.926237 [2020-11-13 06:00:41,665][root][INFO] - mean objectness_loss: 0.055863 [2020-11-13 06:00:41,665][root][INFO] - mean pos_ratio: 0.114838 [2020-11-13 06:00:41,665][root][INFO] - mean sem_cls_loss: 0.374691 [2020-11-13 06:00:41,665][root][INFO] - mean size_cls_loss: 0.375564 [2020-11-13 06:00:41,665][root][INFO] - mean size_reg_loss: 0.029654 [2020-11-13 06:00:41,665][root][INFO] - mean vote_loss: 0.313964 [2020-11-13 06:01:36,019][root][INFO] - ---- batch: 070 ---- [2020-11-13 06:01:36,029][root][INFO] - mean box_loss: 0.306644 [2020-11-13 06:01:36,029][root][INFO] - mean center_loss: 0.069229 [2020-11-13 06:01:36,030][root][INFO] - mean heading_cls_loss: 1.028029 [2020-11-13 06:01:36,030][root][INFO] - mean heading_reg_loss: 0.064723 [2020-11-13 06:01:36,030][root][INFO] - mean loss: 7.002781 [2020-11-13 06:01:36,030][root][INFO] - mean neg_ratio: 0.738922 [2020-11-13 06:01:36,030][root][INFO] - mean obj_acc: 0.923051 [2020-11-13 06:01:36,030][root][INFO] - mean objectness_loss: 0.065493 [2020-11-13 06:01:36,030][root][INFO] - mean pos_ratio: 0.127777 [2020-11-13 06:01:36,030][root][INFO] - mean sem_cls_loss: 0.405821 [2020-11-13 06:01:36,030][root][INFO] - mean size_cls_loss: 0.405780 [2020-11-13 06:01:36,030][root][INFO] - mean size_reg_loss: 0.029311 [2020-11-13 06:01:36,030][root][INFO] - mean vote_loss: 0.320306 [2020-11-13 06:02:28,289][root][INFO] - ---- batch: 080 ---- [2020-11-13 06:02:28,298][root][INFO] - mean box_loss: 0.282383 [2020-11-13 06:02:28,298][root][INFO] - mean center_loss: 0.050553 [2020-11-13 06:02:28,298][root][INFO] - mean heading_cls_loss: 0.996092 [2020-11-13 06:02:28,299][root][INFO] - mean heading_reg_loss: 0.064367 [2020-11-13 06:02:28,299][root][INFO] - mean loss: 6.730698 [2020-11-13 06:02:28,299][root][INFO] - mean neg_ratio: 0.739545 [2020-11-13 06:02:28,299][root][INFO] - mean obj_acc: 0.922018 [2020-11-13 06:02:28,299][root][INFO] - mean objectness_loss: 0.062015 [2020-11-13 06:02:28,299][root][INFO] - mean pos_ratio: 0.121332 [2020-11-13 06:02:28,299][root][INFO] - mean sem_cls_loss: 0.385058 [2020-11-13 06:02:28,299][root][INFO] - mean size_cls_loss: 0.384238 [2020-11-13 06:02:28,299][root][INFO] - mean size_reg_loss: 0.029429 [2020-11-13 06:02:28,299][root][INFO] - mean vote_loss: 0.321174 [2020-11-13 06:02:49,173][root][INFO] - **** EPOCH 031 **** [2020-11-13 06:02:49,175][root][INFO] - Current learning rate: 0.001000 [2020-11-13 06:02:49,175][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 06:02:49,175][root][INFO] - 2020-11-13 06:02:49.175634 [2020-11-13 06:03:51,596][root][INFO] - ---- batch: 010 ---- [2020-11-13 06:03:51,601][root][INFO] - mean box_loss: 0.307196 [2020-11-13 06:03:51,602][root][INFO] - mean center_loss: 0.060731 [2020-11-13 06:03:51,602][root][INFO] - mean heading_cls_loss: 0.990019 [2020-11-13 06:03:51,602][root][INFO] - mean heading_reg_loss: 0.073189 [2020-11-13 06:03:51,602][root][INFO] - mean loss: 7.157989 [2020-11-13 06:03:51,602][root][INFO] - mean neg_ratio: 0.756525 [2020-11-13 06:03:51,602][root][INFO] - mean obj_acc: 0.922946 [2020-11-13 06:03:51,602][root][INFO] - mean objectness_loss: 0.060142 [2020-11-13 06:03:51,602][root][INFO] - mean pos_ratio: 0.111304 [2020-11-13 06:03:51,602][root][INFO] - mean sem_cls_loss: 0.417759 [2020-11-13 06:03:51,602][root][INFO] - mean size_cls_loss: 0.417327 [2020-11-13 06:03:51,602][root][INFO] - mean size_reg_loss: 0.032541 [2020-11-13 06:03:51,602][root][INFO] - mean vote_loss: 0.336756 [2020-11-13 06:04:45,359][root][INFO] - ---- batch: 020 ---- [2020-11-13 06:04:45,365][root][INFO] - mean box_loss: 0.286489 [2020-11-13 06:04:45,365][root][INFO] - mean center_loss: 0.044505 [2020-11-13 06:04:45,366][root][INFO] - mean heading_cls_loss: 0.987241 [2020-11-13 06:04:45,366][root][INFO] - mean heading_reg_loss: 0.073764 [2020-11-13 06:04:45,366][root][INFO] - mean loss: 6.753975 [2020-11-13 06:04:45,366][root][INFO] - mean neg_ratio: 0.738263 [2020-11-13 06:04:45,366][root][INFO] - mean obj_acc: 0.933511 [2020-11-13 06:04:45,366][root][INFO] - mean objectness_loss: 0.063868 [2020-11-13 06:04:45,366][root][INFO] - mean pos_ratio: 0.124286 [2020-11-13 06:04:45,366][root][INFO] - mean sem_cls_loss: 0.400761 [2020-11-13 06:04:45,366][root][INFO] - mean size_cls_loss: 0.400413 [2020-11-13 06:04:45,366][root][INFO] - mean size_reg_loss: 0.029455 [2020-11-13 06:04:45,366][root][INFO] - mean vote_loss: 0.316899 [2020-11-13 06:05:42,109][root][INFO] - ---- batch: 030 ---- [2020-11-13 06:05:42,118][root][INFO] - mean box_loss: 0.306356 [2020-11-13 06:05:42,118][root][INFO] - mean center_loss: 0.075353 [2020-11-13 06:05:42,118][root][INFO] - mean heading_cls_loss: 0.929317 [2020-11-13 06:05:42,118][root][INFO] - mean heading_reg_loss: 0.067786 [2020-11-13 06:05:42,118][root][INFO] - mean loss: 6.958279 [2020-11-13 06:05:42,118][root][INFO] - mean neg_ratio: 0.757349 [2020-11-13 06:05:42,118][root][INFO] - mean obj_acc: 0.911019 [2020-11-13 06:05:42,118][root][INFO] - mean objectness_loss: 0.065371 [2020-11-13 06:05:42,118][root][INFO] - mean pos_ratio: 0.111694 [2020-11-13 06:05:42,118][root][INFO] - mean sem_cls_loss: 0.394618 [2020-11-13 06:05:42,118][root][INFO] - mean size_cls_loss: 0.394500 [2020-11-13 06:05:42,118][root][INFO] - mean size_reg_loss: 0.030836 [2020-11-13 06:05:42,119][root][INFO] - mean vote_loss: 0.317324 [2020-11-13 06:06:36,250][root][INFO] - ---- batch: 040 ---- [2020-11-13 06:06:36,256][root][INFO] - mean box_loss: 0.264800 [2020-11-13 06:06:36,256][root][INFO] - mean center_loss: 0.048567 [2020-11-13 06:06:36,256][root][INFO] - mean heading_cls_loss: 0.886342 [2020-11-13 06:06:36,256][root][INFO] - mean heading_reg_loss: 0.066137 [2020-11-13 06:06:36,256][root][INFO] - mean loss: 6.408981 [2020-11-13 06:06:36,256][root][INFO] - mean neg_ratio: 0.742517 [2020-11-13 06:06:36,256][root][INFO] - mean obj_acc: 0.926425 [2020-11-13 06:06:36,256][root][INFO] - mean objectness_loss: 0.061367 [2020-11-13 06:06:36,256][root][INFO] - mean pos_ratio: 0.120691 [2020-11-13 06:06:36,256][root][INFO] - mean sem_cls_loss: 0.355834 [2020-11-13 06:06:36,256][root][INFO] - mean size_cls_loss: 0.355137 [2020-11-13 06:06:36,256][root][INFO] - mean size_reg_loss: 0.025947 [2020-11-13 06:06:36,256][root][INFO] - mean vote_loss: 0.309832 [2020-11-13 06:07:32,865][root][INFO] - ---- batch: 050 ---- [2020-11-13 06:07:32,871][root][INFO] - mean box_loss: 0.275213 [2020-11-13 06:07:32,872][root][INFO] - mean center_loss: 0.060578 [2020-11-13 06:07:32,872][root][INFO] - mean heading_cls_loss: 0.902056 [2020-11-13 06:07:32,872][root][INFO] - mean heading_reg_loss: 0.062147 [2020-11-13 06:07:32,872][root][INFO] - mean loss: 6.674863 [2020-11-13 06:07:32,873][root][INFO] - mean neg_ratio: 0.748767 [2020-11-13 06:07:32,873][root][INFO] - mean obj_acc: 0.926753 [2020-11-13 06:07:32,873][root][INFO] - mean objectness_loss: 0.060349 [2020-11-13 06:07:32,873][root][INFO] - mean pos_ratio: 0.121753 [2020-11-13 06:07:32,873][root][INFO] - mean sem_cls_loss: 0.360665 [2020-11-13 06:07:32,873][root][INFO] - mean size_cls_loss: 0.360898 [2020-11-13 06:07:32,873][root][INFO] - mean size_reg_loss: 0.026193 [2020-11-13 06:07:32,873][root][INFO] - mean vote_loss: 0.326032 [2020-11-13 06:08:26,935][root][INFO] - ---- batch: 060 ---- [2020-11-13 06:08:26,946][root][INFO] - mean box_loss: 0.287567 [2020-11-13 06:08:26,946][root][INFO] - mean center_loss: 0.053014 [2020-11-13 06:08:26,947][root][INFO] - mean heading_cls_loss: 0.989271 [2020-11-13 06:08:26,947][root][INFO] - mean heading_reg_loss: 0.064679 [2020-11-13 06:08:26,947][root][INFO] - mean loss: 7.098275 [2020-11-13 06:08:26,947][root][INFO] - mean neg_ratio: 0.748004 [2020-11-13 06:08:26,947][root][INFO] - mean obj_acc: 0.923868 [2020-11-13 06:08:26,947][root][INFO] - mean objectness_loss: 0.059733 [2020-11-13 06:08:26,947][root][INFO] - mean pos_ratio: 0.115833 [2020-11-13 06:08:26,947][root][INFO] - mean sem_cls_loss: 0.431501 [2020-11-13 06:08:26,947][root][INFO] - mean size_cls_loss: 0.429911 [2020-11-13 06:08:26,947][root][INFO] - mean size_reg_loss: 0.027956 [2020-11-13 06:08:26,947][root][INFO] - mean vote_loss: 0.349244 [2020-11-13 06:09:21,609][root][INFO] - ---- batch: 070 ---- [2020-11-13 06:09:21,616][root][INFO] - mean box_loss: 0.283595 [2020-11-13 06:09:21,616][root][INFO] - mean center_loss: 0.049977 [2020-11-13 06:09:21,617][root][INFO] - mean heading_cls_loss: 0.946919 [2020-11-13 06:09:21,617][root][INFO] - mean heading_reg_loss: 0.070077 [2020-11-13 06:09:21,617][root][INFO] - mean loss: 7.067109 [2020-11-13 06:09:21,617][root][INFO] - mean neg_ratio: 0.760815 [2020-11-13 06:09:21,617][root][INFO] - mean obj_acc: 0.929461 [2020-11-13 06:09:21,617][root][INFO] - mean objectness_loss: 0.055506 [2020-11-13 06:09:21,617][root][INFO] - mean pos_ratio: 0.110565 [2020-11-13 06:09:21,618][root][INFO] - mean sem_cls_loss: 0.403781 [2020-11-13 06:09:21,618][root][INFO] - mean size_cls_loss: 0.406205 [2020-11-13 06:09:21,618][root][INFO] - mean size_reg_loss: 0.028228 [2020-11-13 06:09:21,618][root][INFO] - mean vote_loss: 0.354985 [2020-11-13 06:10:15,522][root][INFO] - ---- batch: 080 ---- [2020-11-13 06:10:15,530][root][INFO] - mean box_loss: 0.291228 [2020-11-13 06:10:15,530][root][INFO] - mean center_loss: 0.056653 [2020-11-13 06:10:15,530][root][INFO] - mean heading_cls_loss: 1.017016 [2020-11-13 06:10:15,530][root][INFO] - mean heading_reg_loss: 0.063783 [2020-11-13 06:10:15,530][root][INFO] - mean loss: 6.707439 [2020-11-13 06:10:15,531][root][INFO] - mean neg_ratio: 0.743646 [2020-11-13 06:10:15,531][root][INFO] - mean obj_acc: 0.931512 [2020-11-13 06:10:15,531][root][INFO] - mean objectness_loss: 0.059613 [2020-11-13 06:10:15,531][root][INFO] - mean pos_ratio: 0.120886 [2020-11-13 06:10:15,531][root][INFO] - mean sem_cls_loss: 0.398278 [2020-11-13 06:10:15,531][root][INFO] - mean size_cls_loss: 0.399788 [2020-11-13 06:10:15,531][root][INFO] - mean size_reg_loss: 0.029112 [2020-11-13 06:10:15,531][root][INFO] - mean vote_loss: 0.309882 [2020-11-13 06:10:35,861][root][INFO] - **** EPOCH 032 **** [2020-11-13 06:10:35,863][root][INFO] - Current learning rate: 0.001000 [2020-11-13 06:10:35,863][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 06:10:35,863][root][INFO] - 2020-11-13 06:10:35.863197 [2020-11-13 06:11:38,263][root][INFO] - ---- batch: 010 ---- [2020-11-13 06:11:38,437][root][INFO] - mean box_loss: 0.289669 [2020-11-13 06:11:38,437][root][INFO] - mean center_loss: 0.050990 [2020-11-13 06:11:38,438][root][INFO] - mean heading_cls_loss: 0.968238 [2020-11-13 06:11:38,438][root][INFO] - mean heading_reg_loss: 0.074972 [2020-11-13 06:11:38,438][root][INFO] - mean loss: 6.613414 [2020-11-13 06:11:38,438][root][INFO] - mean neg_ratio: 0.760706 [2020-11-13 06:11:38,438][root][INFO] - mean obj_acc: 0.923988 [2020-11-13 06:11:38,438][root][INFO] - mean objectness_loss: 0.056312 [2020-11-13 06:11:38,438][root][INFO] - mean pos_ratio: 0.113666 [2020-11-13 06:11:38,438][root][INFO] - mean sem_cls_loss: 0.373397 [2020-11-13 06:11:38,438][root][INFO] - mean size_cls_loss: 0.374425 [2020-11-13 06:11:38,438][root][INFO] - mean size_reg_loss: 0.029441 [2020-11-13 06:11:38,438][root][INFO] - mean vote_loss: 0.306176 [2020-11-13 06:12:33,908][root][INFO] - ---- batch: 020 ---- [2020-11-13 06:12:33,915][root][INFO] - mean box_loss: 0.290076 [2020-11-13 06:12:33,915][root][INFO] - mean center_loss: 0.050622 [2020-11-13 06:12:33,915][root][INFO] - mean heading_cls_loss: 0.973666 [2020-11-13 06:12:33,915][root][INFO] - mean heading_reg_loss: 0.070802 [2020-11-13 06:12:33,915][root][INFO] - mean loss: 6.819761 [2020-11-13 06:12:33,915][root][INFO] - mean neg_ratio: 0.748615 [2020-11-13 06:12:33,915][root][INFO] - mean obj_acc: 0.929179 [2020-11-13 06:12:33,915][root][INFO] - mean objectness_loss: 0.059674 [2020-11-13 06:12:33,915][root][INFO] - mean pos_ratio: 0.119226 [2020-11-13 06:12:33,915][root][INFO] - mean sem_cls_loss: 0.435579 [2020-11-13 06:12:33,915][root][INFO] - mean size_cls_loss: 0.434218 [2020-11-13 06:12:33,915][root][INFO] - mean size_reg_loss: 0.027864 [2020-11-13 06:12:33,915][root][INFO] - mean vote_loss: 0.318505 [2020-11-13 06:13:28,638][root][INFO] - ---- batch: 030 ---- [2020-11-13 06:13:28,643][root][INFO] - mean box_loss: 0.303344 [2020-11-13 06:13:28,643][root][INFO] - mean center_loss: 0.071854 [2020-11-13 06:13:28,643][root][INFO] - mean heading_cls_loss: 1.031306 [2020-11-13 06:13:28,643][root][INFO] - mean heading_reg_loss: 0.063098 [2020-11-13 06:13:28,644][root][INFO] - mean loss: 6.829501 [2020-11-13 06:13:28,644][root][INFO] - mean neg_ratio: 0.750983 [2020-11-13 06:13:28,644][root][INFO] - mean obj_acc: 0.923561 [2020-11-13 06:13:28,644][root][INFO] - mean objectness_loss: 0.058793 [2020-11-13 06:13:28,644][root][INFO] - mean pos_ratio: 0.117249 [2020-11-13 06:13:28,644][root][INFO] - mean sem_cls_loss: 0.362075 [2020-11-13 06:13:28,644][root][INFO] - mean size_cls_loss: 0.361985 [2020-11-13 06:13:28,644][root][INFO] - mean size_reg_loss: 0.029062 [2020-11-13 06:13:28,644][root][INFO] - mean vote_loss: 0.314003 [2020-11-13 06:14:23,586][root][INFO] - ---- batch: 040 ---- [2020-11-13 06:14:23,591][root][INFO] - mean box_loss: 0.269783 [2020-11-13 06:14:23,592][root][INFO] - mean center_loss: 0.045734 [2020-11-13 06:14:23,592][root][INFO] - mean heading_cls_loss: 0.917927 [2020-11-13 06:14:23,592][root][INFO] - mean heading_reg_loss: 0.067330 [2020-11-13 06:14:23,592][root][INFO] - mean loss: 6.573669 [2020-11-13 06:14:23,592][root][INFO] - mean neg_ratio: 0.744135 [2020-11-13 06:14:23,592][root][INFO] - mean obj_acc: 0.921176 [2020-11-13 06:14:23,592][root][INFO] - mean objectness_loss: 0.061457 [2020-11-13 06:14:23,592][root][INFO] - mean pos_ratio: 0.119226 [2020-11-13 06:14:23,592][root][INFO] - mean sem_cls_loss: 0.372316 [2020-11-13 06:14:23,592][root][INFO] - mean size_cls_loss: 0.369636 [2020-11-13 06:14:23,592][root][INFO] - mean size_reg_loss: 0.027963 [2020-11-13 06:14:23,592][root][INFO] - mean vote_loss: 0.319624 [2020-11-13 06:15:18,192][root][INFO] - ---- batch: 050 ---- [2020-11-13 06:15:18,197][root][INFO] - mean box_loss: 0.265951 [2020-11-13 06:15:18,197][root][INFO] - mean center_loss: 0.047617 [2020-11-13 06:15:18,197][root][INFO] - mean heading_cls_loss: 0.916832 [2020-11-13 06:15:18,198][root][INFO] - mean heading_reg_loss: 0.065109 [2020-11-13 06:15:18,198][root][INFO] - mean loss: 6.558928 [2020-11-13 06:15:18,198][root][INFO] - mean neg_ratio: 0.761169 [2020-11-13 06:15:18,198][root][INFO] - mean obj_acc: 0.926103 [2020-11-13 06:15:18,198][root][INFO] - mean objectness_loss: 0.057302 [2020-11-13 06:15:18,198][root][INFO] - mean pos_ratio: 0.111298 [2020-11-13 06:15:18,198][root][INFO] - mean sem_cls_loss: 0.345389 [2020-11-13 06:15:18,198][root][INFO] - mean size_cls_loss: 0.344563 [2020-11-13 06:15:18,198][root][INFO] - mean size_reg_loss: 0.027085 [2020-11-13 06:15:18,198][root][INFO] - mean vote_loss: 0.326752 [2020-11-13 06:16:11,210][root][INFO] - ---- batch: 060 ---- [2020-11-13 06:16:11,220][root][INFO] - mean box_loss: 0.266495 [2020-11-13 06:16:11,221][root][INFO] - mean center_loss: 0.046566 [2020-11-13 06:16:11,221][root][INFO] - mean heading_cls_loss: 0.909376 [2020-11-13 06:16:11,222][root][INFO] - mean heading_reg_loss: 0.066816 [2020-11-13 06:16:11,222][root][INFO] - mean loss: 6.421566 [2020-11-13 06:16:11,222][root][INFO] - mean neg_ratio: 0.763873 [2020-11-13 06:16:11,222][root][INFO] - mean obj_acc: 0.935539 [2020-11-13 06:16:11,222][root][INFO] - mean objectness_loss: 0.054428 [2020-11-13 06:16:11,222][root][INFO] - mean pos_ratio: 0.115985 [2020-11-13 06:16:11,222][root][INFO] - mean sem_cls_loss: 0.343006 [2020-11-13 06:16:11,222][root][INFO] - mean size_cls_loss: 0.343354 [2020-11-13 06:16:11,222][root][INFO] - mean size_reg_loss: 0.027840 [2020-11-13 06:16:11,222][root][INFO] - mean vote_loss: 0.314147 [2020-11-13 06:17:05,312][root][INFO] - ---- batch: 070 ---- [2020-11-13 06:17:05,320][root][INFO] - mean box_loss: 0.273112 [2020-11-13 06:17:05,320][root][INFO] - mean center_loss: 0.044874 [2020-11-13 06:17:05,321][root][INFO] - mean heading_cls_loss: 0.946479 [2020-11-13 06:17:05,321][root][INFO] - mean heading_reg_loss: 0.066116 [2020-11-13 06:17:05,321][root][INFO] - mean loss: 6.593545 [2020-11-13 06:17:05,321][root][INFO] - mean neg_ratio: 0.740973 [2020-11-13 06:17:05,321][root][INFO] - mean obj_acc: 0.934565 [2020-11-13 06:17:05,321][root][INFO] - mean objectness_loss: 0.062341 [2020-11-13 06:17:05,321][root][INFO] - mean pos_ratio: 0.124738 [2020-11-13 06:17:05,322][root][INFO] - mean sem_cls_loss: 0.395789 [2020-11-13 06:17:05,322][root][INFO] - mean size_cls_loss: 0.397012 [2020-11-13 06:17:05,322][root][INFO] - mean size_reg_loss: 0.027773 [2020-11-13 06:17:05,322][root][INFO] - mean vote_loss: 0.315494 [2020-11-13 06:17:59,823][root][INFO] - ---- batch: 080 ---- [2020-11-13 06:17:59,832][root][INFO] - mean box_loss: 0.285538 [2020-11-13 06:17:59,833][root][INFO] - mean center_loss: 0.053914 [2020-11-13 06:17:59,833][root][INFO] - mean heading_cls_loss: 0.958042 [2020-11-13 06:17:59,833][root][INFO] - mean heading_reg_loss: 0.067061 [2020-11-13 06:17:59,833][root][INFO] - mean loss: 6.559184 [2020-11-13 06:17:59,834][root][INFO] - mean neg_ratio: 0.754279 [2020-11-13 06:17:59,834][root][INFO] - mean obj_acc: 0.915237 [2020-11-13 06:17:59,834][root][INFO] - mean objectness_loss: 0.060006 [2020-11-13 06:17:59,834][root][INFO] - mean pos_ratio: 0.113812 [2020-11-13 06:17:59,834][root][INFO] - mean sem_cls_loss: 0.400744 [2020-11-13 06:17:59,834][root][INFO] - mean size_cls_loss: 0.400736 [2020-11-13 06:17:59,834][root][INFO] - mean size_reg_loss: 0.028685 [2020-11-13 06:17:59,834][root][INFO] - mean vote_loss: 0.300303 [2020-11-13 06:18:18,971][root][INFO] - **** EPOCH 033 **** [2020-11-13 06:18:18,973][root][INFO] - Current learning rate: 0.001000 [2020-11-13 06:18:18,973][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 06:18:18,973][root][INFO] - 2020-11-13 06:18:18.973170 [2020-11-13 06:19:21,819][root][INFO] - ---- batch: 010 ---- [2020-11-13 06:19:21,825][root][INFO] - mean box_loss: 0.301270 [2020-11-13 06:19:21,825][root][INFO] - mean center_loss: 0.068107 [2020-11-13 06:19:21,825][root][INFO] - mean heading_cls_loss: 0.997577 [2020-11-13 06:19:21,825][root][INFO] - mean heading_reg_loss: 0.066036 [2020-11-13 06:19:21,825][root][INFO] - mean loss: 7.041135 [2020-11-13 06:19:21,825][root][INFO] - mean neg_ratio: 0.753979 [2020-11-13 06:19:21,825][root][INFO] - mean obj_acc: 0.934567 [2020-11-13 06:19:21,825][root][INFO] - mean objectness_loss: 0.057164 [2020-11-13 06:19:21,826][root][INFO] - mean pos_ratio: 0.116217 [2020-11-13 06:19:21,826][root][INFO] - mean sem_cls_loss: 0.384754 [2020-11-13 06:19:21,826][root][INFO] - mean size_cls_loss: 0.382718 [2020-11-13 06:19:21,826][root][INFO] - mean size_reg_loss: 0.029098 [2020-11-13 06:19:21,826][root][INFO] - mean vote_loss: 0.335786 [2020-11-13 06:20:16,375][root][INFO] - ---- batch: 020 ---- [2020-11-13 06:20:16,381][root][INFO] - mean box_loss: 0.278381 [2020-11-13 06:20:16,381][root][INFO] - mean center_loss: 0.053355 [2020-11-13 06:20:16,381][root][INFO] - mean heading_cls_loss: 0.945744 [2020-11-13 06:20:16,381][root][INFO] - mean heading_reg_loss: 0.064246 [2020-11-13 06:20:16,381][root][INFO] - mean loss: 6.638287 [2020-11-13 06:20:16,381][root][INFO] - mean neg_ratio: 0.747015 [2020-11-13 06:20:16,381][root][INFO] - mean obj_acc: 0.923661 [2020-11-13 06:20:16,381][root][INFO] - mean objectness_loss: 0.060988 [2020-11-13 06:20:16,382][root][INFO] - mean pos_ratio: 0.111127 [2020-11-13 06:20:16,382][root][INFO] - mean sem_cls_loss: 0.372310 [2020-11-13 06:20:16,382][root][INFO] - mean size_cls_loss: 0.373504 [2020-11-13 06:20:16,382][root][INFO] - mean size_reg_loss: 0.028855 [2020-11-13 06:20:16,382][root][INFO] - mean vote_loss: 0.317723 [2020-11-13 06:21:11,294][root][INFO] - ---- batch: 030 ---- [2020-11-13 06:21:11,300][root][INFO] - mean box_loss: 0.268252 [2020-11-13 06:21:11,300][root][INFO] - mean center_loss: 0.058992 [2020-11-13 06:21:11,300][root][INFO] - mean heading_cls_loss: 0.868514 [2020-11-13 06:21:11,301][root][INFO] - mean heading_reg_loss: 0.059716 [2020-11-13 06:21:11,301][root][INFO] - mean loss: 6.541834 [2020-11-13 06:21:11,301][root][INFO] - mean neg_ratio: 0.749286 [2020-11-13 06:21:11,301][root][INFO] - mean obj_acc: 0.930497 [2020-11-13 06:21:11,301][root][INFO] - mean objectness_loss: 0.057679 [2020-11-13 06:21:11,301][root][INFO] - mean pos_ratio: 0.118195 [2020-11-13 06:21:11,301][root][INFO] - mean sem_cls_loss: 0.349102 [2020-11-13 06:21:11,301][root][INFO] - mean size_cls_loss: 0.348495 [2020-11-13 06:21:11,301][root][INFO] - mean size_reg_loss: 0.027843 [2020-11-13 06:21:11,301][root][INFO] - mean vote_loss: 0.322182 [2020-11-13 06:22:06,404][root][INFO] - ---- batch: 040 ---- [2020-11-13 06:22:06,440][root][INFO] - mean box_loss: 0.280837 [2020-11-13 06:22:06,441][root][INFO] - mean center_loss: 0.045888 [2020-11-13 06:22:06,441][root][INFO] - mean heading_cls_loss: 0.988429 [2020-11-13 06:22:06,441][root][INFO] - mean heading_reg_loss: 0.067438 [2020-11-13 06:22:06,441][root][INFO] - mean loss: 6.371710 [2020-11-13 06:22:06,441][root][INFO] - mean neg_ratio: 0.755811 [2020-11-13 06:22:06,441][root][INFO] - mean obj_acc: 0.929880 [2020-11-13 06:22:06,441][root][INFO] - mean objectness_loss: 0.058009 [2020-11-13 06:22:06,441][root][INFO] - mean pos_ratio: 0.117236 [2020-11-13 06:22:06,441][root][INFO] - mean sem_cls_loss: 0.411623 [2020-11-13 06:22:06,441][root][INFO] - mean size_cls_loss: 0.414851 [2020-11-13 06:22:06,441][root][INFO] - mean size_reg_loss: 0.027184 [2020-11-13 06:22:06,441][root][INFO] - mean vote_loss: 0.286167 [2020-11-13 06:23:02,163][root][INFO] - ---- batch: 050 ---- [2020-11-13 06:23:02,171][root][INFO] - mean box_loss: 0.269080 [2020-11-13 06:23:02,171][root][INFO] - mean center_loss: 0.052478 [2020-11-13 06:23:02,171][root][INFO] - mean heading_cls_loss: 0.890788 [2020-11-13 06:23:02,171][root][INFO] - mean heading_reg_loss: 0.063631 [2020-11-13 06:23:02,171][root][INFO] - mean loss: 6.372746 [2020-11-13 06:23:02,172][root][INFO] - mean neg_ratio: 0.751434 [2020-11-13 06:23:02,172][root][INFO] - mean obj_acc: 0.930535 [2020-11-13 06:23:02,172][root][INFO] - mean objectness_loss: 0.057633 [2020-11-13 06:23:02,172][root][INFO] - mean pos_ratio: 0.118933 [2020-11-13 06:23:02,172][root][INFO] - mean sem_cls_loss: 0.351766 [2020-11-13 06:23:02,172][root][INFO] - mean size_cls_loss: 0.352446 [2020-11-13 06:23:02,172][root][INFO] - mean size_reg_loss: 0.028648 [2020-11-13 06:23:02,172][root][INFO] - mean vote_loss: 0.304201 [2020-11-13 06:23:57,286][root][INFO] - ---- batch: 060 ---- [2020-11-13 06:23:57,327][root][INFO] - mean box_loss: 0.267952 [2020-11-13 06:23:57,327][root][INFO] - mean center_loss: 0.046438 [2020-11-13 06:23:57,327][root][INFO] - mean heading_cls_loss: 0.861619 [2020-11-13 06:23:57,327][root][INFO] - mean heading_reg_loss: 0.065659 [2020-11-13 06:23:57,327][root][INFO] - mean loss: 6.454978 [2020-11-13 06:23:57,327][root][INFO] - mean neg_ratio: 0.767908 [2020-11-13 06:23:57,327][root][INFO] - mean obj_acc: 0.924780 [2020-11-13 06:23:57,327][root][INFO] - mean objectness_loss: 0.054950 [2020-11-13 06:23:57,327][root][INFO] - mean pos_ratio: 0.112415 [2020-11-13 06:23:57,327][root][INFO] - mean sem_cls_loss: 0.409477 [2020-11-13 06:23:57,327][root][INFO] - mean size_cls_loss: 0.407997 [2020-11-13 06:23:57,327][root][INFO] - mean size_reg_loss: 0.028894 [2020-11-13 06:23:57,327][root][INFO] - mean vote_loss: 0.309123 [2020-11-13 06:24:51,967][root][INFO] - ---- batch: 070 ---- [2020-11-13 06:24:51,974][root][INFO] - mean box_loss: 0.281299 [2020-11-13 06:24:51,974][root][INFO] - mean center_loss: 0.056527 [2020-11-13 06:24:51,974][root][INFO] - mean heading_cls_loss: 0.905163 [2020-11-13 06:24:51,974][root][INFO] - mean heading_reg_loss: 0.073410 [2020-11-13 06:24:51,974][root][INFO] - mean loss: 6.592425 [2020-11-13 06:24:51,975][root][INFO] - mean neg_ratio: 0.756097 [2020-11-13 06:24:51,975][root][INFO] - mean obj_acc: 0.937788 [2020-11-13 06:24:51,975][root][INFO] - mean objectness_loss: 0.055714 [2020-11-13 06:24:51,975][root][INFO] - mean pos_ratio: 0.114722 [2020-11-13 06:24:51,975][root][INFO] - mean sem_cls_loss: 0.351122 [2020-11-13 06:24:51,975][root][INFO] - mean size_cls_loss: 0.350068 [2020-11-13 06:24:51,975][root][INFO] - mean size_reg_loss: 0.025838 [2020-11-13 06:24:51,975][root][INFO] - mean vote_loss: 0.314975 [2020-11-13 06:25:44,864][root][INFO] - ---- batch: 080 ---- [2020-11-13 06:25:44,871][root][INFO] - mean box_loss: 0.274513 [2020-11-13 06:25:44,872][root][INFO] - mean center_loss: 0.052412 [2020-11-13 06:25:44,872][root][INFO] - mean heading_cls_loss: 0.898000 [2020-11-13 06:25:44,872][root][INFO] - mean heading_reg_loss: 0.067929 [2020-11-13 06:25:44,872][root][INFO] - mean loss: 6.581855 [2020-11-13 06:25:44,872][root][INFO] - mean neg_ratio: 0.755817 [2020-11-13 06:25:44,872][root][INFO] - mean obj_acc: 0.928790 [2020-11-13 06:25:44,872][root][INFO] - mean objectness_loss: 0.056547 [2020-11-13 06:25:44,872][root][INFO] - mean pos_ratio: 0.114636 [2020-11-13 06:25:44,872][root][INFO] - mean sem_cls_loss: 0.349276 [2020-11-13 06:25:44,872][root][INFO] - mean size_cls_loss: 0.350498 [2020-11-13 06:25:44,872][root][INFO] - mean size_reg_loss: 0.029321 [2020-11-13 06:25:44,872][root][INFO] - mean vote_loss: 0.320472 [2020-11-13 06:25:59,723][root][INFO] - **** EPOCH 034 **** [2020-11-13 06:25:59,725][root][INFO] - Current learning rate: 0.001000 [2020-11-13 06:25:59,725][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 06:25:59,725][root][INFO] - 2020-11-13 06:25:59.725477 [2020-11-13 06:27:01,055][root][INFO] - ---- batch: 010 ---- [2020-11-13 06:27:01,061][root][INFO] - mean box_loss: 0.291335 [2020-11-13 06:27:01,061][root][INFO] - mean center_loss: 0.049926 [2020-11-13 06:27:01,061][root][INFO] - mean heading_cls_loss: 1.038640 [2020-11-13 06:27:01,061][root][INFO] - mean heading_reg_loss: 0.072953 [2020-11-13 06:27:01,061][root][INFO] - mean loss: 6.726318 [2020-11-13 06:27:01,062][root][INFO] - mean neg_ratio: 0.751526 [2020-11-13 06:27:01,062][root][INFO] - mean obj_acc: 0.926110 [2020-11-13 06:27:01,062][root][INFO] - mean objectness_loss: 0.058065 [2020-11-13 06:27:01,062][root][INFO] - mean pos_ratio: 0.119696 [2020-11-13 06:27:01,062][root][INFO] - mean sem_cls_loss: 0.362679 [2020-11-13 06:27:01,062][root][INFO] - mean size_cls_loss: 0.363168 [2020-11-13 06:27:01,062][root][INFO] - mean size_reg_loss: 0.028275 [2020-11-13 06:27:01,062][root][INFO] - mean vote_loss: 0.315997 [2020-11-13 06:27:56,481][root][INFO] - ---- batch: 020 ---- [2020-11-13 06:27:56,497][root][INFO] - mean box_loss: 0.270610 [2020-11-13 06:27:56,497][root][INFO] - mean center_loss: 0.049071 [2020-11-13 06:27:56,497][root][INFO] - mean heading_cls_loss: 0.916811 [2020-11-13 06:27:56,497][root][INFO] - mean heading_reg_loss: 0.061618 [2020-11-13 06:27:56,497][root][INFO] - mean loss: 6.611544 [2020-11-13 06:27:56,497][root][INFO] - mean neg_ratio: 0.753583 [2020-11-13 06:27:56,498][root][INFO] - mean obj_acc: 0.923385 [2020-11-13 06:27:56,498][root][INFO] - mean objectness_loss: 0.063304 [2020-11-13 06:27:56,498][root][INFO] - mean pos_ratio: 0.117310 [2020-11-13 06:27:56,498][root][INFO] - mean sem_cls_loss: 0.377320 [2020-11-13 06:27:56,498][root][INFO] - mean size_cls_loss: 0.377612 [2020-11-13 06:27:56,498][root][INFO] - mean size_reg_loss: 0.030479 [2020-11-13 06:27:56,498][root][INFO] - mean vote_loss: 0.321160 [2020-11-13 06:28:53,044][root][INFO] - ---- batch: 030 ---- [2020-11-13 06:28:53,050][root][INFO] - mean box_loss: 0.273000 [2020-11-13 06:28:53,050][root][INFO] - mean center_loss: 0.048866 [2020-11-13 06:28:53,050][root][INFO] - mean heading_cls_loss: 0.968515 [2020-11-13 06:28:53,050][root][INFO] - mean heading_reg_loss: 0.067002 [2020-11-13 06:28:53,050][root][INFO] - mean loss: 6.441649 [2020-11-13 06:28:53,051][root][INFO] - mean neg_ratio: 0.746552 [2020-11-13 06:28:53,051][root][INFO] - mean obj_acc: 0.929861 [2020-11-13 06:28:53,051][root][INFO] - mean objectness_loss: 0.056572 [2020-11-13 06:28:53,051][root][INFO] - mean pos_ratio: 0.125232 [2020-11-13 06:28:53,051][root][INFO] - mean sem_cls_loss: 0.348543 [2020-11-13 06:28:53,051][root][INFO] - mean size_cls_loss: 0.348733 [2020-11-13 06:28:53,051][root][INFO] - mean size_reg_loss: 0.025408 [2020-11-13 06:28:53,051][root][INFO] - mean vote_loss: 0.308024 [2020-11-13 06:29:47,634][root][INFO] - ---- batch: 040 ---- [2020-11-13 06:29:47,642][root][INFO] - mean box_loss: 0.253333 [2020-11-13 06:29:47,643][root][INFO] - mean center_loss: 0.047172 [2020-11-13 06:29:47,643][root][INFO] - mean heading_cls_loss: 0.839569 [2020-11-13 06:29:47,643][root][INFO] - mean heading_reg_loss: 0.058339 [2020-11-13 06:29:47,643][root][INFO] - mean loss: 6.192706 [2020-11-13 06:29:47,643][root][INFO] - mean neg_ratio: 0.732745 [2020-11-13 06:29:47,643][root][INFO] - mean obj_acc: 0.917224 [2020-11-13 06:29:47,643][root][INFO] - mean objectness_loss: 0.063231 [2020-11-13 06:29:47,643][root][INFO] - mean pos_ratio: 0.131873 [2020-11-13 06:29:47,643][root][INFO] - mean sem_cls_loss: 0.361644 [2020-11-13 06:29:47,643][root][INFO] - mean size_cls_loss: 0.360994 [2020-11-13 06:29:47,643][root][INFO] - mean size_reg_loss: 0.027765 [2020-11-13 06:29:47,643][root][INFO] - mean vote_loss: 0.298158 [2020-11-13 06:30:42,164][root][INFO] - ---- batch: 050 ---- [2020-11-13 06:30:42,170][root][INFO] - mean box_loss: 0.276073 [2020-11-13 06:30:42,171][root][INFO] - mean center_loss: 0.047703 [2020-11-13 06:30:42,172][root][INFO] - mean heading_cls_loss: 0.907698 [2020-11-13 06:30:42,172][root][INFO] - mean heading_reg_loss: 0.064176 [2020-11-13 06:30:42,172][root][INFO] - mean loss: 6.467844 [2020-11-13 06:30:42,172][root][INFO] - mean neg_ratio: 0.736578 [2020-11-13 06:30:42,172][root][INFO] - mean obj_acc: 0.922835 [2020-11-13 06:30:42,172][root][INFO] - mean objectness_loss: 0.060434 [2020-11-13 06:30:42,172][root][INFO] - mean pos_ratio: 0.129510 [2020-11-13 06:30:42,172][root][INFO] - mean sem_cls_loss: 0.422170 [2020-11-13 06:30:42,172][root][INFO] - mean size_cls_loss: 0.422220 [2020-11-13 06:30:42,172][root][INFO] - mean size_reg_loss: 0.031203 [2020-11-13 06:30:42,172][root][INFO] - mean vote_loss: 0.298278 [2020-11-13 06:31:37,333][root][INFO] - ---- batch: 060 ---- [2020-11-13 06:31:37,341][root][INFO] - mean box_loss: 0.260329 [2020-11-13 06:31:37,341][root][INFO] - mean center_loss: 0.048059 [2020-11-13 06:31:37,342][root][INFO] - mean heading_cls_loss: 0.894661 [2020-11-13 06:31:37,342][root][INFO] - mean heading_reg_loss: 0.058546 [2020-11-13 06:31:37,342][root][INFO] - mean loss: 6.228429 [2020-11-13 06:31:37,342][root][INFO] - mean neg_ratio: 0.749597 [2020-11-13 06:31:37,342][root][INFO] - mean obj_acc: 0.920811 [2020-11-13 06:31:37,342][root][INFO] - mean objectness_loss: 0.061252 [2020-11-13 06:31:37,342][root][INFO] - mean pos_ratio: 0.124658 [2020-11-13 06:31:37,342][root][INFO] - mean sem_cls_loss: 0.362166 [2020-11-13 06:31:37,342][root][INFO] - mean size_cls_loss: 0.361341 [2020-11-13 06:31:37,342][root][INFO] - mean size_reg_loss: 0.028124 [2020-11-13 06:31:37,342][root][INFO] - mean vote_loss: 0.295671 [2020-11-13 06:32:31,143][root][INFO] - ---- batch: 070 ---- [2020-11-13 06:32:31,174][root][INFO] - mean box_loss: 0.283301 [2020-11-13 06:32:31,174][root][INFO] - mean center_loss: 0.062148 [2020-11-13 06:32:31,175][root][INFO] - mean heading_cls_loss: 0.953820 [2020-11-13 06:32:31,175][root][INFO] - mean heading_reg_loss: 0.061204 [2020-11-13 06:32:31,175][root][INFO] - mean loss: 6.728568 [2020-11-13 06:32:31,175][root][INFO] - mean neg_ratio: 0.758557 [2020-11-13 06:32:31,175][root][INFO] - mean obj_acc: 0.923881 [2020-11-13 06:32:31,175][root][INFO] - mean objectness_loss: 0.058103 [2020-11-13 06:32:31,175][root][INFO] - mean pos_ratio: 0.109735 [2020-11-13 06:32:31,175][root][INFO] - mean sem_cls_loss: 0.390541 [2020-11-13 06:32:31,175][root][INFO] - mean size_cls_loss: 0.389256 [2020-11-13 06:32:31,175][root][INFO] - mean size_reg_loss: 0.025641 [2020-11-13 06:32:31,175][root][INFO] - mean vote_loss: 0.321450 [2020-11-13 06:33:24,563][root][INFO] - ---- batch: 080 ---- [2020-11-13 06:33:24,571][root][INFO] - mean box_loss: 0.285397 [2020-11-13 06:33:24,573][root][INFO] - mean center_loss: 0.060509 [2020-11-13 06:33:24,573][root][INFO] - mean heading_cls_loss: 0.943044 [2020-11-13 06:33:24,573][root][INFO] - mean heading_reg_loss: 0.066247 [2020-11-13 06:33:24,573][root][INFO] - mean loss: 6.748865 [2020-11-13 06:33:24,573][root][INFO] - mean neg_ratio: 0.744818 [2020-11-13 06:33:24,573][root][INFO] - mean obj_acc: 0.928071 [2020-11-13 06:33:24,573][root][INFO] - mean objectness_loss: 0.062436 [2020-11-13 06:33:24,573][root][INFO] - mean pos_ratio: 0.119586 [2020-11-13 06:33:24,573][root][INFO] - mean sem_cls_loss: 0.376559 [2020-11-13 06:33:24,573][root][INFO] - mean size_cls_loss: 0.375540 [2020-11-13 06:33:24,573][root][INFO] - mean size_reg_loss: 0.026783 [2020-11-13 06:33:24,573][root][INFO] - mean vote_loss: 0.320615 [2020-11-13 06:33:39,314][root][INFO] - Eval batch: 0 [2020-11-13 06:33:41,533][root][INFO] - Eval batch: 10 [2020-11-13 06:33:43,647][root][INFO] - Eval batch: 20 [2020-11-13 06:33:45,670][root][INFO] - Eval batch: 30 [2020-11-13 06:33:47,634][root][INFO] - Eval batch: 40 [2020-11-13 06:33:49,629][root][INFO] - Eval batch: 50 [2020-11-13 06:33:51,647][root][INFO] - Eval batch: 60 [2020-11-13 06:33:53,727][root][INFO] - Eval batch: 70 [2020-11-13 06:33:55,914][root][INFO] - 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Eval batch: 4940 [2020-11-13 06:49:36,441][root][INFO] - Eval batch: 4950 [2020-11-13 06:49:38,304][root][INFO] - Eval batch: 4960 [2020-11-13 06:49:40,240][root][INFO] - Eval batch: 4970 [2020-11-13 06:49:42,132][root][INFO] - Eval batch: 4980 [2020-11-13 06:49:44,080][root][INFO] - Eval batch: 4990 [2020-11-13 06:49:46,011][root][INFO] - Eval batch: 5000 [2020-11-13 06:49:47,981][root][INFO] - Eval batch: 5010 [2020-11-13 06:49:49,924][root][INFO] - Eval batch: 5020 [2020-11-13 06:49:52,115][root][INFO] - Eval batch: 5030 [2020-11-13 06:49:54,128][root][INFO] - Eval batch: 5040 [2020-11-13 06:49:56,382][root][INFO] - eval mean box_loss: 0.274734 [2020-11-13 06:49:56,383][root][INFO] - eval mean center_loss: 0.057818 [2020-11-13 06:49:56,383][root][INFO] - eval mean heading_cls_loss: 0.870992 [2020-11-13 06:49:56,383][root][INFO] - eval mean heading_reg_loss: 0.051539 [2020-11-13 06:49:56,384][root][INFO] - eval mean loss: 6.376925 [2020-11-13 06:49:56,384][root][INFO] - eval mean neg_ratio: 0.713439 [2020-11-13 06:49:56,385][root][INFO] - eval mean obj_acc: 0.913120 [2020-11-13 06:49:56,385][root][INFO] - eval mean objectness_loss: 0.087486 [2020-11-13 06:49:56,386][root][INFO] - eval mean pos_ratio: 0.136342 [2020-11-13 06:49:56,386][root][INFO] - eval mean sem_cls_loss: 0.500789 [2020-11-13 06:49:56,387][root][INFO] - eval mean size_cls_loss: 0.500570 [2020-11-13 06:49:56,387][root][INFO] - eval mean size_reg_loss: 0.028222 [2020-11-13 06:49:56,387][root][INFO] - eval mean vote_loss: 0.269136 [2020-11-13 06:50:56,469][root][INFO] - eval bed Average Precision: 0.185814 [2020-11-13 06:50:56,470][root][INFO] - eval table Average Precision: 0.127522 [2020-11-13 06:50:56,470][root][INFO] - eval sofa Average Precision: 0.299661 [2020-11-13 06:50:56,470][root][INFO] - eval chair Average Precision: 0.405952 [2020-11-13 06:50:56,470][root][INFO] - eval toilet Average Precision: 0.355089 [2020-11-13 06:50:56,470][root][INFO] - eval desk Average Precision: 0.032541 [2020-11-13 06:50:56,470][root][INFO] - eval dresser Average Precision: 0.040903 [2020-11-13 06:50:56,470][root][INFO] - eval night_stand Average Precision: 0.120989 [2020-11-13 06:50:56,470][root][INFO] - eval bookshelf Average Precision: 0.007402 [2020-11-13 06:50:56,470][root][INFO] - eval bathtub Average Precision: 0.209489 [2020-11-13 06:50:56,470][root][INFO] - eval mAP: 0.178536 [2020-11-13 06:50:56,470][root][INFO] - eval bed Recall: 0.401473 [2020-11-13 06:50:56,470][root][INFO] - eval table Recall: 0.335378 [2020-11-13 06:50:56,470][root][INFO] - eval sofa Recall: 0.474178 [2020-11-13 06:50:56,471][root][INFO] - eval chair Recall: 0.574838 [2020-11-13 06:50:56,471][root][INFO] - eval toilet Recall: 0.549669 [2020-11-13 06:50:56,471][root][INFO] - eval desk Recall: 0.232169 [2020-11-13 06:50:56,471][root][INFO] - eval dresser Recall: 0.319444 [2020-11-13 06:50:56,471][root][INFO] - eval night_stand Recall: 0.377953 [2020-11-13 06:50:56,471][root][INFO] - eval bookshelf Recall: 0.066890 [2020-11-13 06:50:56,471][root][INFO] - eval bathtub Recall: 0.365385 [2020-11-13 06:50:56,471][root][INFO] - eval AR: 0.369738 [2020-11-13 06:50:56,472][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 06:50:58,124][root][INFO] - **** EPOCH 035 **** [2020-11-13 06:50:58,124][root][INFO] - Current learning rate: 0.001000 [2020-11-13 06:50:58,124][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 06:50:58,125][root][INFO] - 2020-11-13 06:50:58.124995 [2020-11-13 06:52:01,243][root][INFO] - ---- batch: 010 ---- [2020-11-13 06:52:01,248][root][INFO] - mean box_loss: 0.271991 [2020-11-13 06:52:01,249][root][INFO] - mean center_loss: 0.053590 [2020-11-13 06:52:01,249][root][INFO] - mean heading_cls_loss: 0.941879 [2020-11-13 06:52:01,249][root][INFO] - mean heading_reg_loss: 0.059366 [2020-11-13 06:52:01,249][root][INFO] - mean loss: 6.615654 [2020-11-13 06:52:01,249][root][INFO] - mean neg_ratio: 0.747766 [2020-11-13 06:52:01,249][root][INFO] - mean obj_acc: 0.921290 [2020-11-13 06:52:01,249][root][INFO] - mean objectness_loss: 0.062539 [2020-11-13 06:52:01,249][root][INFO] - mean pos_ratio: 0.121429 [2020-11-13 06:52:01,249][root][INFO] - mean sem_cls_loss: 0.356131 [2020-11-13 06:52:01,249][root][INFO] - mean size_cls_loss: 0.355817 [2020-11-13 06:52:01,249][root][INFO] - mean size_reg_loss: 0.029266 [2020-11-13 06:52:01,249][root][INFO] - mean vote_loss: 0.322691 [2020-11-13 06:52:54,980][root][INFO] - ---- batch: 020 ---- [2020-11-13 06:52:55,039][root][INFO] - mean box_loss: 0.264679 [2020-11-13 06:52:55,039][root][INFO] - mean center_loss: 0.046271 [2020-11-13 06:52:55,039][root][INFO] - mean heading_cls_loss: 0.931488 [2020-11-13 06:52:55,039][root][INFO] - mean heading_reg_loss: 0.063770 [2020-11-13 06:52:55,039][root][INFO] - mean loss: 6.331168 [2020-11-13 06:52:55,039][root][INFO] - mean neg_ratio: 0.733398 [2020-11-13 06:52:55,040][root][INFO] - mean obj_acc: 0.920076 [2020-11-13 06:52:55,040][root][INFO] - mean objectness_loss: 0.062368 [2020-11-13 06:52:55,040][root][INFO] - mean pos_ratio: 0.130737 [2020-11-13 06:52:55,040][root][INFO] - mean sem_cls_loss: 0.346086 [2020-11-13 06:52:55,040][root][INFO] - mean size_cls_loss: 0.347719 [2020-11-13 06:52:55,040][root][INFO] - mean size_reg_loss: 0.026717 [2020-11-13 06:52:55,040][root][INFO] - mean vote_loss: 0.302645 [2020-11-13 06:53:49,736][root][INFO] - ---- batch: 030 ---- [2020-11-13 06:53:49,742][root][INFO] - mean box_loss: 0.281407 [2020-11-13 06:53:49,742][root][INFO] - mean center_loss: 0.054905 [2020-11-13 06:53:49,742][root][INFO] - mean heading_cls_loss: 0.984033 [2020-11-13 06:53:49,742][root][INFO] - mean heading_reg_loss: 0.065853 [2020-11-13 06:53:49,742][root][INFO] - mean loss: 6.811142 [2020-11-13 06:53:49,742][root][INFO] - mean neg_ratio: 0.750232 [2020-11-13 06:53:49,742][root][INFO] - mean obj_acc: 0.921829 [2020-11-13 06:53:49,742][root][INFO] - mean objectness_loss: 0.057857 [2020-11-13 06:53:49,742][root][INFO] - mean pos_ratio: 0.115796 [2020-11-13 06:53:49,742][root][INFO] - mean sem_cls_loss: 0.356561 [2020-11-13 06:53:49,742][root][INFO] - mean size_cls_loss: 0.356094 [2020-11-13 06:53:49,742][root][INFO] - mean size_reg_loss: 0.026635 [2020-11-13 06:53:49,742][root][INFO] - mean vote_loss: 0.335123 [2020-11-13 06:54:44,481][root][INFO] - ---- batch: 040 ---- [2020-11-13 06:54:44,488][root][INFO] - mean box_loss: 0.283091 [2020-11-13 06:54:44,488][root][INFO] - mean center_loss: 0.057309 [2020-11-13 06:54:44,488][root][INFO] - mean heading_cls_loss: 0.949907 [2020-11-13 06:54:44,488][root][INFO] - mean heading_reg_loss: 0.061391 [2020-11-13 06:54:44,488][root][INFO] - mean loss: 6.957793 [2020-11-13 06:54:44,488][root][INFO] - mean neg_ratio: 0.762231 [2020-11-13 06:54:44,488][root][INFO] - mean obj_acc: 0.928229 [2020-11-13 06:54:44,488][root][INFO] - mean objectness_loss: 0.054117 [2020-11-13 06:54:44,489][root][INFO] - mean pos_ratio: 0.109406 [2020-11-13 06:54:44,489][root][INFO] - mean sem_cls_loss: 0.393875 [2020-11-13 06:54:44,489][root][INFO] - mean size_cls_loss: 0.393892 [2020-11-13 06:54:44,489][root][INFO] - mean size_reg_loss: 0.030012 [2020-11-13 06:54:44,489][root][INFO] - mean vote_loss: 0.346242 [2020-11-13 06:55:39,450][root][INFO] - ---- batch: 050 ---- [2020-11-13 06:55:39,456][root][INFO] - mean box_loss: 0.292521 [2020-11-13 06:55:39,456][root][INFO] - mean center_loss: 0.062531 [2020-11-13 06:55:39,456][root][INFO] - mean heading_cls_loss: 0.921973 [2020-11-13 06:55:39,456][root][INFO] - mean heading_reg_loss: 0.067983 [2020-11-13 06:55:39,456][root][INFO] - mean loss: 6.938371 [2020-11-13 06:55:39,456][root][INFO] - mean neg_ratio: 0.774567 [2020-11-13 06:55:39,456][root][INFO] - mean obj_acc: 0.928121 [2020-11-13 06:55:39,456][root][INFO] - mean objectness_loss: 0.059541 [2020-11-13 06:55:39,456][root][INFO] - mean pos_ratio: 0.103534 [2020-11-13 06:55:39,456][root][INFO] - mean sem_cls_loss: 0.412521 [2020-11-13 06:55:39,457][root][INFO] - mean size_cls_loss: 0.412268 [2020-11-13 06:55:39,457][root][INFO] - mean size_reg_loss: 0.028582 [2020-11-13 06:55:39,457][root][INFO] - mean vote_loss: 0.330294 [2020-11-13 06:56:35,351][root][INFO] - ---- batch: 060 ---- [2020-11-13 06:56:35,359][root][INFO] - mean box_loss: 0.286850 [2020-11-13 06:56:35,360][root][INFO] - mean center_loss: 0.049326 [2020-11-13 06:56:35,360][root][INFO] - mean heading_cls_loss: 0.964187 [2020-11-13 06:56:35,360][root][INFO] - mean heading_reg_loss: 0.067809 [2020-11-13 06:56:35,360][root][INFO] - mean loss: 6.628471 [2020-11-13 06:56:35,360][root][INFO] - mean neg_ratio: 0.759003 [2020-11-13 06:56:35,360][root][INFO] - mean obj_acc: 0.921989 [2020-11-13 06:56:35,360][root][INFO] - mean objectness_loss: 0.059961 [2020-11-13 06:56:35,360][root][INFO] - mean pos_ratio: 0.118353 [2020-11-13 06:56:35,360][root][INFO] - mean sem_cls_loss: 0.443663 [2020-11-13 06:56:35,360][root][INFO] - mean size_cls_loss: 0.443410 [2020-11-13 06:56:35,360][root][INFO] - mean size_reg_loss: 0.028955 [2020-11-13 06:56:35,360][root][INFO] - mean vote_loss: 0.301650 [2020-11-13 06:57:30,369][root][INFO] - ---- batch: 070 ---- [2020-11-13 06:57:30,376][root][INFO] - mean box_loss: 0.279611 [2020-11-13 06:57:30,377][root][INFO] - mean center_loss: 0.055729 [2020-11-13 06:57:30,377][root][INFO] - mean heading_cls_loss: 0.894152 [2020-11-13 06:57:30,377][root][INFO] - mean heading_reg_loss: 0.066946 [2020-11-13 06:57:30,377][root][INFO] - mean loss: 6.778513 [2020-11-13 06:57:30,377][root][INFO] - mean neg_ratio: 0.760541 [2020-11-13 06:57:30,377][root][INFO] - mean obj_acc: 0.918210 [2020-11-13 06:57:30,378][root][INFO] - mean objectness_loss: 0.057200 [2020-11-13 06:57:30,378][root][INFO] - mean pos_ratio: 0.112506 [2020-11-13 06:57:30,378][root][INFO] - mean sem_cls_loss: 0.402501 [2020-11-13 06:57:30,378][root][INFO] - mean size_cls_loss: 0.404292 [2020-11-13 06:57:30,378][root][INFO] - mean size_reg_loss: 0.027092 [2020-11-13 06:57:30,378][root][INFO] - mean vote_loss: 0.329390 [2020-11-13 06:58:23,812][root][INFO] - ---- batch: 080 ---- [2020-11-13 06:58:23,820][root][INFO] - mean box_loss: 0.290745 [2020-11-13 06:58:23,821][root][INFO] - mean center_loss: 0.057495 [2020-11-13 06:58:23,821][root][INFO] - mean heading_cls_loss: 0.939513 [2020-11-13 06:58:23,821][root][INFO] - mean heading_reg_loss: 0.065717 [2020-11-13 06:58:23,821][root][INFO] - mean loss: 7.228873 [2020-11-13 06:58:23,821][root][INFO] - mean neg_ratio: 0.756018 [2020-11-13 06:58:23,821][root][INFO] - mean obj_acc: 0.928935 [2020-11-13 06:58:23,821][root][INFO] - mean objectness_loss: 0.061207 [2020-11-13 06:58:23,821][root][INFO] - mean pos_ratio: 0.111786 [2020-11-13 06:58:23,821][root][INFO] - mean sem_cls_loss: 0.437146 [2020-11-13 06:58:23,821][root][INFO] - mean size_cls_loss: 0.436966 [2020-11-13 06:58:23,821][root][INFO] - mean size_reg_loss: 0.029885 [2020-11-13 06:58:23,821][root][INFO] - mean vote_loss: 0.357824 [2020-11-13 06:58:38,716][root][INFO] - **** EPOCH 036 **** [2020-11-13 06:58:38,717][root][INFO] - Current learning rate: 0.001000 [2020-11-13 06:58:38,717][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 06:58:38,717][root][INFO] - 2020-11-13 06:58:38.717707 [2020-11-13 06:59:39,130][root][INFO] - ---- batch: 010 ---- [2020-11-13 06:59:39,136][root][INFO] - mean box_loss: 0.285286 [2020-11-13 06:59:39,136][root][INFO] - mean center_loss: 0.052409 [2020-11-13 06:59:39,136][root][INFO] - mean heading_cls_loss: 0.979147 [2020-11-13 06:59:39,137][root][INFO] - mean heading_reg_loss: 0.068820 [2020-11-13 06:59:39,137][root][INFO] - mean loss: 6.760300 [2020-11-13 06:59:39,137][root][INFO] - mean neg_ratio: 0.737866 [2020-11-13 06:59:39,137][root][INFO] - mean obj_acc: 0.929728 [2020-11-13 06:59:39,137][root][INFO] - mean objectness_loss: 0.058511 [2020-11-13 06:59:39,137][root][INFO] - mean pos_ratio: 0.122162 [2020-11-13 06:59:39,137][root][INFO] - mean sem_cls_loss: 0.377476 [2020-11-13 06:59:39,137][root][INFO] - mean size_cls_loss: 0.379549 [2020-11-13 06:59:39,137][root][INFO] - mean size_reg_loss: 0.028188 [2020-11-13 06:59:39,137][root][INFO] - mean vote_loss: 0.323741 [2020-11-13 07:00:35,627][root][INFO] - ---- batch: 020 ---- [2020-11-13 07:00:35,633][root][INFO] - mean box_loss: 0.265490 [2020-11-13 07:00:35,633][root][INFO] - mean center_loss: 0.047698 [2020-11-13 07:00:35,633][root][INFO] - mean heading_cls_loss: 0.930951 [2020-11-13 07:00:35,633][root][INFO] - mean heading_reg_loss: 0.061404 [2020-11-13 07:00:35,633][root][INFO] - mean loss: 6.542352 [2020-11-13 07:00:35,633][root][INFO] - mean neg_ratio: 0.739020 [2020-11-13 07:00:35,633][root][INFO] - mean obj_acc: 0.927371 [2020-11-13 07:00:35,633][root][INFO] - mean objectness_loss: 0.057282 [2020-11-13 07:00:35,634][root][INFO] - mean pos_ratio: 0.123334 [2020-11-13 07:00:35,634][root][INFO] - mean sem_cls_loss: 0.382764 [2020-11-13 07:00:35,634][root][INFO] - mean size_cls_loss: 0.383091 [2020-11-13 07:00:35,634][root][INFO] - mean size_reg_loss: 0.024984 [2020-11-13 07:00:35,634][root][INFO] - mean vote_loss: 0.321828 [2020-11-13 07:01:30,682][root][INFO] - ---- batch: 030 ---- [2020-11-13 07:01:30,688][root][INFO] - mean box_loss: 0.274943 [2020-11-13 07:01:30,688][root][INFO] - mean center_loss: 0.047646 [2020-11-13 07:01:30,688][root][INFO] - mean heading_cls_loss: 1.001939 [2020-11-13 07:01:30,688][root][INFO] - mean heading_reg_loss: 0.061112 [2020-11-13 07:01:30,689][root][INFO] - mean loss: 6.544823 [2020-11-13 07:01:30,689][root][INFO] - mean neg_ratio: 0.753851 [2020-11-13 07:01:30,689][root][INFO] - mean obj_acc: 0.917909 [2020-11-13 07:01:30,689][root][INFO] - mean objectness_loss: 0.060637 [2020-11-13 07:01:30,689][root][INFO] - mean pos_ratio: 0.114532 [2020-11-13 07:01:30,689][root][INFO] - mean sem_cls_loss: 0.393591 [2020-11-13 07:01:30,689][root][INFO] - mean size_cls_loss: 0.392758 [2020-11-13 07:01:30,689][root][INFO] - mean size_reg_loss: 0.026715 [2020-11-13 07:01:30,689][root][INFO] - mean vote_loss: 0.309862 [2020-11-13 07:02:24,639][root][INFO] - ---- batch: 040 ---- [2020-11-13 07:02:24,645][root][INFO] - mean box_loss: 0.266455 [2020-11-13 07:02:24,645][root][INFO] - mean center_loss: 0.046726 [2020-11-13 07:02:24,645][root][INFO] - mean heading_cls_loss: 0.945693 [2020-11-13 07:02:24,645][root][INFO] - mean heading_reg_loss: 0.064493 [2020-11-13 07:02:24,645][root][INFO] - mean loss: 6.163862 [2020-11-13 07:02:24,645][root][INFO] - mean neg_ratio: 0.742712 [2020-11-13 07:02:24,645][root][INFO] - mean obj_acc: 0.929098 [2020-11-13 07:02:24,645][root][INFO] - mean objectness_loss: 0.060828 [2020-11-13 07:02:24,645][root][INFO] - mean pos_ratio: 0.125134 [2020-11-13 07:02:24,645][root][INFO] - mean sem_cls_loss: 0.346942 [2020-11-13 07:02:24,645][root][INFO] - mean size_cls_loss: 0.346873 [2020-11-13 07:02:24,645][root][INFO] - mean size_reg_loss: 0.025980 [2020-11-13 07:02:24,645][root][INFO] - mean vote_loss: 0.284823 [2020-11-13 07:03:20,896][root][INFO] - ---- batch: 050 ---- [2020-11-13 07:03:20,903][root][INFO] - mean box_loss: 0.266630 [2020-11-13 07:03:20,904][root][INFO] - mean center_loss: 0.052805 [2020-11-13 07:03:20,904][root][INFO] - mean heading_cls_loss: 0.920828 [2020-11-13 07:03:20,904][root][INFO] - mean heading_reg_loss: 0.061076 [2020-11-13 07:03:20,904][root][INFO] - mean loss: 6.274678 [2020-11-13 07:03:20,904][root][INFO] - mean neg_ratio: 0.755310 [2020-11-13 07:03:20,904][root][INFO] - mean obj_acc: 0.928196 [2020-11-13 07:03:20,904][root][INFO] - mean objectness_loss: 0.056231 [2020-11-13 07:03:20,904][root][INFO] - mean pos_ratio: 0.118158 [2020-11-13 07:03:20,904][root][INFO] - mean sem_cls_loss: 0.337375 [2020-11-13 07:03:20,904][root][INFO] - mean size_cls_loss: 0.339285 [2020-11-13 07:03:20,905][root][INFO] - mean size_reg_loss: 0.026738 [2020-11-13 07:03:20,905][root][INFO] - mean vote_loss: 0.298985 [2020-11-13 07:04:15,095][root][INFO] - ---- batch: 060 ---- [2020-11-13 07:04:15,101][root][INFO] - mean box_loss: 0.283807 [2020-11-13 07:04:15,102][root][INFO] - mean center_loss: 0.054827 [2020-11-13 07:04:15,102][root][INFO] - mean heading_cls_loss: 0.908280 [2020-11-13 07:04:15,102][root][INFO] - mean heading_reg_loss: 0.069668 [2020-11-13 07:04:15,102][root][INFO] - mean loss: 6.800446 [2020-11-13 07:04:15,102][root][INFO] - mean neg_ratio: 0.730243 [2020-11-13 07:04:15,102][root][INFO] - mean obj_acc: 0.925817 [2020-11-13 07:04:15,102][root][INFO] - mean objectness_loss: 0.065577 [2020-11-13 07:04:15,102][root][INFO] - mean pos_ratio: 0.128625 [2020-11-13 07:04:15,102][root][INFO] - mean sem_cls_loss: 0.382347 [2020-11-13 07:04:15,102][root][INFO] - mean size_cls_loss: 0.380925 [2020-11-13 07:04:15,102][root][INFO] - mean size_reg_loss: 0.030392 [2020-11-13 07:04:15,102][root][INFO] - mean vote_loss: 0.325214 [2020-11-13 07:05:09,999][root][INFO] - ---- batch: 070 ---- [2020-11-13 07:05:10,006][root][INFO] - mean box_loss: 0.293009 [2020-11-13 07:05:10,007][root][INFO] - mean center_loss: 0.052410 [2020-11-13 07:05:10,007][root][INFO] - mean heading_cls_loss: 0.986341 [2020-11-13 07:05:10,007][root][INFO] - mean heading_reg_loss: 0.071046 [2020-11-13 07:05:10,007][root][INFO] - mean loss: 6.792761 [2020-11-13 07:05:10,007][root][INFO] - mean neg_ratio: 0.761292 [2020-11-13 07:05:10,007][root][INFO] - mean obj_acc: 0.911118 [2020-11-13 07:05:10,007][root][INFO] - mean objectness_loss: 0.062813 [2020-11-13 07:05:10,007][root][INFO] - mean pos_ratio: 0.113025 [2020-11-13 07:05:10,007][root][INFO] - mean sem_cls_loss: 0.414200 [2020-11-13 07:05:10,007][root][INFO] - mean size_cls_loss: 0.414372 [2020-11-13 07:05:10,008][root][INFO] - mean size_reg_loss: 0.029482 [2020-11-13 07:05:10,008][root][INFO] - mean vote_loss: 0.313440 [2020-11-13 07:06:03,400][root][INFO] - ---- batch: 080 ---- [2020-11-13 07:06:03,487][root][INFO] - mean box_loss: 0.299970 [2020-11-13 07:06:03,489][root][INFO] - mean center_loss: 0.058043 [2020-11-13 07:06:03,490][root][INFO] - mean heading_cls_loss: 0.958355 [2020-11-13 07:06:03,490][root][INFO] - mean heading_reg_loss: 0.068015 [2020-11-13 07:06:03,490][root][INFO] - mean loss: 7.323236 [2020-11-13 07:06:03,490][root][INFO] - mean neg_ratio: 0.774695 [2020-11-13 07:06:03,490][root][INFO] - mean obj_acc: 0.921744 [2020-11-13 07:06:03,490][root][INFO] - mean objectness_loss: 0.060167 [2020-11-13 07:06:03,490][root][INFO] - mean pos_ratio: 0.107611 [2020-11-13 07:06:03,490][root][INFO] - mean sem_cls_loss: 0.466683 [2020-11-13 07:06:03,490][root][INFO] - mean size_cls_loss: 0.468534 [2020-11-13 07:06:03,490][root][INFO] - mean size_reg_loss: 0.031223 [2020-11-13 07:06:03,490][root][INFO] - mean vote_loss: 0.355602 [2020-11-13 07:06:25,322][root][INFO] - **** EPOCH 037 **** [2020-11-13 07:06:25,327][root][INFO] - Current learning rate: 0.001000 [2020-11-13 07:06:25,327][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 07:06:25,327][root][INFO] - 2020-11-13 07:06:25.327231 [2020-11-13 07:07:39,995][root][INFO] - ---- batch: 010 ---- [2020-11-13 07:07:40,022][root][INFO] - mean box_loss: 0.299313 [2020-11-13 07:07:40,022][root][INFO] - mean center_loss: 0.050996 [2020-11-13 07:07:40,022][root][INFO] - mean heading_cls_loss: 1.091807 [2020-11-13 07:07:40,022][root][INFO] - mean heading_reg_loss: 0.075494 [2020-11-13 07:07:40,022][root][INFO] - mean loss: 6.746699 [2020-11-13 07:07:40,022][root][INFO] - mean neg_ratio: 0.748608 [2020-11-13 07:07:40,022][root][INFO] - mean obj_acc: 0.922631 [2020-11-13 07:07:40,023][root][INFO] - mean objectness_loss: 0.065183 [2020-11-13 07:07:40,023][root][INFO] - mean pos_ratio: 0.121698 [2020-11-13 07:07:40,023][root][INFO] - mean sem_cls_loss: 0.360154 [2020-11-13 07:07:40,023][root][INFO] - mean size_cls_loss: 0.358671 [2020-11-13 07:07:40,023][root][INFO] - mean size_reg_loss: 0.027775 [2020-11-13 07:07:40,023][root][INFO] - mean vote_loss: 0.306750 [2020-11-13 07:08:36,040][root][INFO] - ---- batch: 020 ---- [2020-11-13 07:08:36,046][root][INFO] - mean box_loss: 0.274857 [2020-11-13 07:08:36,046][root][INFO] - mean center_loss: 0.056007 [2020-11-13 07:08:36,046][root][INFO] - mean heading_cls_loss: 0.898622 [2020-11-13 07:08:36,046][root][INFO] - mean heading_reg_loss: 0.065444 [2020-11-13 07:08:36,046][root][INFO] - mean loss: 6.473023 [2020-11-13 07:08:36,046][root][INFO] - mean neg_ratio: 0.747052 [2020-11-13 07:08:36,046][root][INFO] - mean obj_acc: 0.921380 [2020-11-13 07:08:36,046][root][INFO] - mean objectness_loss: 0.058577 [2020-11-13 07:08:36,046][root][INFO] - mean pos_ratio: 0.120050 [2020-11-13 07:08:36,047][root][INFO] - mean sem_cls_loss: 0.366652 [2020-11-13 07:08:36,047][root][INFO] - mean size_cls_loss: 0.367768 [2020-11-13 07:08:36,047][root][INFO] - mean size_reg_loss: 0.026767 [2020-11-13 07:08:36,047][root][INFO] - mean vote_loss: 0.306492 [2020-11-13 07:09:32,129][root][INFO] - ---- batch: 030 ---- [2020-11-13 07:09:32,134][root][INFO] - mean box_loss: 0.266635 [2020-11-13 07:09:32,134][root][INFO] - mean center_loss: 0.048498 [2020-11-13 07:09:32,134][root][INFO] - mean heading_cls_loss: 0.903579 [2020-11-13 07:09:32,134][root][INFO] - mean heading_reg_loss: 0.064404 [2020-11-13 07:09:32,134][root][INFO] - mean loss: 6.343470 [2020-11-13 07:09:32,134][root][INFO] - mean neg_ratio: 0.753351 [2020-11-13 07:09:32,135][root][INFO] - mean obj_acc: 0.924005 [2020-11-13 07:09:32,135][root][INFO] - mean objectness_loss: 0.059774 [2020-11-13 07:09:32,135][root][INFO] - mean pos_ratio: 0.118073 [2020-11-13 07:09:32,135][root][INFO] - mean sem_cls_loss: 0.367152 [2020-11-13 07:09:32,135][root][INFO] - mean size_cls_loss: 0.368615 [2020-11-13 07:09:32,135][root][INFO] - mean size_reg_loss: 0.026513 [2020-11-13 07:09:32,135][root][INFO] - mean vote_loss: 0.301110 [2020-11-13 07:10:26,647][root][INFO] - ---- batch: 040 ---- [2020-11-13 07:10:26,652][root][INFO] - mean box_loss: 0.255223 [2020-11-13 07:10:26,653][root][INFO] - mean center_loss: 0.042674 [2020-11-13 07:10:26,653][root][INFO] - mean heading_cls_loss: 0.886407 [2020-11-13 07:10:26,653][root][INFO] - mean heading_reg_loss: 0.063531 [2020-11-13 07:10:26,653][root][INFO] - mean loss: 6.158123 [2020-11-13 07:10:26,653][root][INFO] - mean neg_ratio: 0.743439 [2020-11-13 07:10:26,653][root][INFO] - mean obj_acc: 0.925911 [2020-11-13 07:10:26,653][root][INFO] - mean objectness_loss: 0.059445 [2020-11-13 07:10:26,653][root][INFO] - mean pos_ratio: 0.129236 [2020-11-13 07:10:26,653][root][INFO] - mean sem_cls_loss: 0.337467 [2020-11-13 07:10:26,653][root][INFO] - mean size_cls_loss: 0.336297 [2020-11-13 07:10:26,653][root][INFO] - mean size_reg_loss: 0.026748 [2020-11-13 07:10:26,653][root][INFO] - mean vote_loss: 0.297119 [2020-11-13 07:11:21,557][root][INFO] - ---- batch: 050 ---- [2020-11-13 07:11:21,563][root][INFO] - mean box_loss: 0.273189 [2020-11-13 07:11:21,563][root][INFO] - mean center_loss: 0.052623 [2020-11-13 07:11:21,563][root][INFO] - mean heading_cls_loss: 0.951815 [2020-11-13 07:11:21,564][root][INFO] - mean heading_reg_loss: 0.060265 [2020-11-13 07:11:21,564][root][INFO] - mean loss: 6.502527 [2020-11-13 07:11:21,564][root][INFO] - mean neg_ratio: 0.754736 [2020-11-13 07:11:21,564][root][INFO] - mean obj_acc: 0.916520 [2020-11-13 07:11:21,564][root][INFO] - mean objectness_loss: 0.060360 [2020-11-13 07:11:21,564][root][INFO] - mean pos_ratio: 0.118341 [2020-11-13 07:11:21,564][root][INFO] - mean sem_cls_loss: 0.382326 [2020-11-13 07:11:21,564][root][INFO] - mean size_cls_loss: 0.384173 [2020-11-13 07:11:21,564][root][INFO] - mean size_reg_loss: 0.026702 [2020-11-13 07:11:21,564][root][INFO] - mean vote_loss: 0.308651 [2020-11-13 07:12:15,915][root][INFO] - ---- batch: 060 ---- [2020-11-13 07:12:15,995][root][INFO] - mean box_loss: 0.284937 [2020-11-13 07:12:15,996][root][INFO] - mean center_loss: 0.056769 [2020-11-13 07:12:15,996][root][INFO] - mean heading_cls_loss: 0.929544 [2020-11-13 07:12:15,997][root][INFO] - mean heading_reg_loss: 0.067395 [2020-11-13 07:12:15,997][root][INFO] - mean loss: 6.832561 [2020-11-13 07:12:15,997][root][INFO] - mean neg_ratio: 0.760272 [2020-11-13 07:12:15,997][root][INFO] - mean obj_acc: 0.923006 [2020-11-13 07:12:15,997][root][INFO] - mean objectness_loss: 0.063751 [2020-11-13 07:12:15,997][root][INFO] - mean pos_ratio: 0.117499 [2020-11-13 07:12:15,997][root][INFO] - mean sem_cls_loss: 0.357785 [2020-11-13 07:12:15,997][root][INFO] - mean size_cls_loss: 0.357084 [2020-11-13 07:12:15,997][root][INFO] - mean size_reg_loss: 0.032110 [2020-11-13 07:12:15,997][root][INFO] - mean vote_loss: 0.330665 [2020-11-13 07:13:10,566][root][INFO] - ---- batch: 070 ---- [2020-11-13 07:13:10,587][root][INFO] - mean box_loss: 0.271825 [2020-11-13 07:13:10,588][root][INFO] - mean center_loss: 0.047432 [2020-11-13 07:13:10,588][root][INFO] - mean heading_cls_loss: 0.929475 [2020-11-13 07:13:10,588][root][INFO] - mean heading_reg_loss: 0.066124 [2020-11-13 07:13:10,589][root][INFO] - mean loss: 6.488170 [2020-11-13 07:13:10,589][root][INFO] - mean neg_ratio: 0.749841 [2020-11-13 07:13:10,589][root][INFO] - mean obj_acc: 0.932669 [2020-11-13 07:13:10,589][root][INFO] - mean objectness_loss: 0.057999 [2020-11-13 07:13:10,589][root][INFO] - mean pos_ratio: 0.117413 [2020-11-13 07:13:10,589][root][INFO] - mean sem_cls_loss: 0.390060 [2020-11-13 07:13:10,589][root][INFO] - mean size_cls_loss: 0.388694 [2020-11-13 07:13:10,589][root][INFO] - mean size_reg_loss: 0.026452 [2020-11-13 07:13:10,589][root][INFO] - mean vote_loss: 0.308987 [2020-11-13 07:14:04,232][root][INFO] - ---- batch: 080 ---- [2020-11-13 07:14:04,376][root][INFO] - mean box_loss: 0.279662 [2020-11-13 07:14:04,378][root][INFO] - mean center_loss: 0.051855 [2020-11-13 07:14:04,378][root][INFO] - mean heading_cls_loss: 0.929653 [2020-11-13 07:14:04,378][root][INFO] - mean heading_reg_loss: 0.066605 [2020-11-13 07:14:04,378][root][INFO] - mean loss: 6.961276 [2020-11-13 07:14:04,379][root][INFO] - mean neg_ratio: 0.763892 [2020-11-13 07:14:04,379][root][INFO] - mean obj_acc: 0.922516 [2020-11-13 07:14:04,379][root][INFO] - mean objectness_loss: 0.059413 [2020-11-13 07:14:04,379][root][INFO] - mean pos_ratio: 0.107947 [2020-11-13 07:14:04,379][root][INFO] - mean sem_cls_loss: 0.394020 [2020-11-13 07:14:04,379][root][INFO] - mean size_cls_loss: 0.393156 [2020-11-13 07:14:04,379][root][INFO] - mean size_reg_loss: 0.028921 [2020-11-13 07:14:04,379][root][INFO] - mean vote_loss: 0.347358 [2020-11-13 07:14:23,230][root][INFO] - **** EPOCH 038 **** [2020-11-13 07:14:23,232][root][INFO] - Current learning rate: 0.001000 [2020-11-13 07:14:23,232][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 07:14:23,232][root][INFO] - 2020-11-13 07:14:23.232623 [2020-11-13 07:15:22,879][root][INFO] - ---- batch: 010 ---- [2020-11-13 07:15:23,310][root][INFO] - mean box_loss: 0.262996 [2020-11-13 07:15:23,310][root][INFO] - mean center_loss: 0.050362 [2020-11-13 07:15:23,310][root][INFO] - mean heading_cls_loss: 0.850947 [2020-11-13 07:15:23,310][root][INFO] - mean heading_reg_loss: 0.062934 [2020-11-13 07:15:23,310][root][INFO] - mean loss: 6.341071 [2020-11-13 07:15:23,310][root][INFO] - mean neg_ratio: 0.761761 [2020-11-13 07:15:23,310][root][INFO] - mean obj_acc: 0.932434 [2020-11-13 07:15:23,310][root][INFO] - mean objectness_loss: 0.053114 [2020-11-13 07:15:23,310][root][INFO] - mean pos_ratio: 0.113800 [2020-11-13 07:15:23,310][root][INFO] - mean sem_cls_loss: 0.364200 [2020-11-13 07:15:23,310][root][INFO] - mean size_cls_loss: 0.365501 [2020-11-13 07:15:23,310][root][INFO] - mean size_reg_loss: 0.028056 [2020-11-13 07:15:23,310][root][INFO] - mean vote_loss: 0.308134 [2020-11-13 07:16:17,347][root][INFO] - ---- batch: 020 ---- [2020-11-13 07:16:17,353][root][INFO] - mean box_loss: 0.283850 [2020-11-13 07:16:17,353][root][INFO] - mean center_loss: 0.058134 [2020-11-13 07:16:17,354][root][INFO] - mean heading_cls_loss: 0.972456 [2020-11-13 07:16:17,354][root][INFO] - mean heading_reg_loss: 0.067952 [2020-11-13 07:16:17,354][root][INFO] - mean loss: 6.556326 [2020-11-13 07:16:17,354][root][INFO] - mean neg_ratio: 0.760089 [2020-11-13 07:16:17,354][root][INFO] - mean obj_acc: 0.940114 [2020-11-13 07:16:17,354][root][INFO] - mean objectness_loss: 0.053577 [2020-11-13 07:16:17,354][root][INFO] - mean pos_ratio: 0.116492 [2020-11-13 07:16:17,354][root][INFO] - mean sem_cls_loss: 0.328112 [2020-11-13 07:16:17,354][root][INFO] - mean size_cls_loss: 0.330004 [2020-11-13 07:16:17,354][root][INFO] - mean size_reg_loss: 0.027518 [2020-11-13 07:16:17,354][root][INFO] - mean vote_loss: 0.312183 [2020-11-13 07:17:13,540][root][INFO] - ---- batch: 030 ---- [2020-11-13 07:17:13,545][root][INFO] - mean box_loss: 0.264012 [2020-11-13 07:17:13,545][root][INFO] - mean center_loss: 0.046745 [2020-11-13 07:17:13,545][root][INFO] - mean heading_cls_loss: 0.911818 [2020-11-13 07:17:13,545][root][INFO] - mean heading_reg_loss: 0.063485 [2020-11-13 07:17:13,545][root][INFO] - mean loss: 6.483835 [2020-11-13 07:17:13,545][root][INFO] - mean neg_ratio: 0.758899 [2020-11-13 07:17:13,545][root][INFO] - mean obj_acc: 0.935617 [2020-11-13 07:17:13,545][root][INFO] - mean objectness_loss: 0.053895 [2020-11-13 07:17:13,545][root][INFO] - mean pos_ratio: 0.111792 [2020-11-13 07:17:13,545][root][INFO] - mean sem_cls_loss: 0.366017 [2020-11-13 07:17:13,545][root][INFO] - mean size_cls_loss: 0.365086 [2020-11-13 07:17:13,545][root][INFO] - mean size_reg_loss: 0.026091 [2020-11-13 07:17:13,545][root][INFO] - mean vote_loss: 0.320823 [2020-11-13 07:18:06,887][root][INFO] - ---- batch: 040 ---- [2020-11-13 07:18:06,893][root][INFO] - mean box_loss: 0.266415 [2020-11-13 07:18:06,893][root][INFO] - mean center_loss: 0.049135 [2020-11-13 07:18:06,893][root][INFO] - mean heading_cls_loss: 0.871166 [2020-11-13 07:18:06,893][root][INFO] - mean heading_reg_loss: 0.063660 [2020-11-13 07:18:06,893][root][INFO] - mean loss: 6.406211 [2020-11-13 07:18:06,893][root][INFO] - mean neg_ratio: 0.735602 [2020-11-13 07:18:06,893][root][INFO] - mean obj_acc: 0.926575 [2020-11-13 07:18:06,893][root][INFO] - mean objectness_loss: 0.061327 [2020-11-13 07:18:06,893][root][INFO] - mean pos_ratio: 0.122015 [2020-11-13 07:18:06,893][root][INFO] - mean sem_cls_loss: 0.359045 [2020-11-13 07:18:06,893][root][INFO] - mean size_cls_loss: 0.360276 [2020-11-13 07:18:06,893][root][INFO] - mean size_reg_loss: 0.030475 [2020-11-13 07:18:06,893][root][INFO] - mean vote_loss: 0.307638 [2020-11-13 07:19:01,985][root][INFO] - ---- batch: 050 ---- [2020-11-13 07:19:01,991][root][INFO] - mean box_loss: 0.281697 [2020-11-13 07:19:01,992][root][INFO] - mean center_loss: 0.052781 [2020-11-13 07:19:01,992][root][INFO] - mean heading_cls_loss: 0.917741 [2020-11-13 07:19:01,992][root][INFO] - mean heading_reg_loss: 0.069948 [2020-11-13 07:19:01,992][root][INFO] - mean loss: 6.781678 [2020-11-13 07:19:01,992][root][INFO] - mean neg_ratio: 0.756213 [2020-11-13 07:19:01,992][root][INFO] - mean obj_acc: 0.925459 [2020-11-13 07:19:01,992][root][INFO] - mean objectness_loss: 0.057736 [2020-11-13 07:19:01,992][root][INFO] - mean pos_ratio: 0.116699 [2020-11-13 07:19:01,993][root][INFO] - mean sem_cls_loss: 0.370223 [2020-11-13 07:19:01,993][root][INFO] - mean size_cls_loss: 0.373054 [2020-11-13 07:19:01,993][root][INFO] - mean size_reg_loss: 0.029889 [2020-11-13 07:19:01,993][root][INFO] - mean vote_loss: 0.330580 [2020-11-13 07:19:57,664][root][INFO] - ---- batch: 060 ---- [2020-11-13 07:19:57,671][root][INFO] - mean box_loss: 0.271722 [2020-11-13 07:19:57,672][root][INFO] - mean center_loss: 0.049364 [2020-11-13 07:19:57,672][root][INFO] - mean heading_cls_loss: 0.934954 [2020-11-13 07:19:57,672][root][INFO] - mean heading_reg_loss: 0.070483 [2020-11-13 07:19:57,672][root][INFO] - mean loss: 6.367766 [2020-11-13 07:19:57,672][root][INFO] - mean neg_ratio: 0.743292 [2020-11-13 07:19:57,672][root][INFO] - mean obj_acc: 0.936626 [2020-11-13 07:19:57,672][root][INFO] - mean objectness_loss: 0.054248 [2020-11-13 07:19:57,672][root][INFO] - mean pos_ratio: 0.127948 [2020-11-13 07:19:57,672][root][INFO] - mean sem_cls_loss: 0.339524 [2020-11-13 07:19:57,673][root][INFO] - mean size_cls_loss: 0.340200 [2020-11-13 07:19:57,673][root][INFO] - mean size_reg_loss: 0.024360 [2020-11-13 07:19:57,673][root][INFO] - mean vote_loss: 0.303978 [2020-11-13 07:20:50,912][root][INFO] - ---- batch: 070 ---- [2020-11-13 07:20:50,919][root][INFO] - mean box_loss: 0.262657 [2020-11-13 07:20:50,919][root][INFO] - mean center_loss: 0.049698 [2020-11-13 07:20:50,919][root][INFO] - mean heading_cls_loss: 0.892916 [2020-11-13 07:20:50,919][root][INFO] - mean heading_reg_loss: 0.062103 [2020-11-13 07:20:50,919][root][INFO] - mean loss: 6.319326 [2020-11-13 07:20:50,919][root][INFO] - mean neg_ratio: 0.748004 [2020-11-13 07:20:50,919][root][INFO] - mean obj_acc: 0.924590 [2020-11-13 07:20:50,920][root][INFO] - mean objectness_loss: 0.057901 [2020-11-13 07:20:50,920][root][INFO] - mean pos_ratio: 0.124030 [2020-11-13 07:20:50,920][root][INFO] - mean sem_cls_loss: 0.350646 [2020-11-13 07:20:50,920][root][INFO] - mean size_cls_loss: 0.351289 [2020-11-13 07:20:50,920][root][INFO] - mean size_reg_loss: 0.026437 [2020-11-13 07:20:50,920][root][INFO] - mean vote_loss: 0.305260 [2020-11-13 07:21:43,876][root][INFO] - ---- batch: 080 ---- [2020-11-13 07:21:43,883][root][INFO] - mean box_loss: 0.279626 [2020-11-13 07:21:43,883][root][INFO] - mean center_loss: 0.047160 [2020-11-13 07:21:43,884][root][INFO] - mean heading_cls_loss: 0.956884 [2020-11-13 07:21:43,884][root][INFO] - mean heading_reg_loss: 0.065536 [2020-11-13 07:21:43,884][root][INFO] - mean loss: 6.697183 [2020-11-13 07:21:43,884][root][INFO] - mean neg_ratio: 0.761304 [2020-11-13 07:21:43,884][root][INFO] - mean obj_acc: 0.922354 [2020-11-13 07:21:43,884][root][INFO] - mean objectness_loss: 0.058517 [2020-11-13 07:21:43,884][root][INFO] - mean pos_ratio: 0.115265 [2020-11-13 07:21:43,884][root][INFO] - mean sem_cls_loss: 0.388739 [2020-11-13 07:21:43,884][root][INFO] - mean size_cls_loss: 0.388803 [2020-11-13 07:21:43,884][root][INFO] - mean size_reg_loss: 0.032361 [2020-11-13 07:21:43,884][root][INFO] - mean vote_loss: 0.321960 [2020-11-13 07:21:58,533][root][INFO] - **** EPOCH 039 **** [2020-11-13 07:21:58,534][root][INFO] - Current learning rate: 0.001000 [2020-11-13 07:21:58,534][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 07:21:58,534][root][INFO] - 2020-11-13 07:21:58.534774 [2020-11-13 07:22:58,622][root][INFO] - ---- batch: 010 ---- [2020-11-13 07:22:58,644][root][INFO] - mean box_loss: 0.265962 [2020-11-13 07:22:58,645][root][INFO] - mean center_loss: 0.053666 [2020-11-13 07:22:58,645][root][INFO] - mean heading_cls_loss: 0.888618 [2020-11-13 07:22:58,645][root][INFO] - mean heading_reg_loss: 0.062655 [2020-11-13 07:22:58,645][root][INFO] - mean loss: 6.302988 [2020-11-13 07:22:58,645][root][INFO] - mean neg_ratio: 0.740155 [2020-11-13 07:22:58,645][root][INFO] - mean obj_acc: 0.929680 [2020-11-13 07:22:58,645][root][INFO] - mean objectness_loss: 0.062516 [2020-11-13 07:22:58,645][root][INFO] - mean pos_ratio: 0.125043 [2020-11-13 07:22:58,645][root][INFO] - mean sem_cls_loss: 0.348623 [2020-11-13 07:22:58,645][root][INFO] - mean size_cls_loss: 0.348383 [2020-11-13 07:22:58,645][root][INFO] - mean size_reg_loss: 0.025941 [2020-11-13 07:22:58,645][root][INFO] - mean vote_loss: 0.298217 [2020-11-13 07:23:52,977][root][INFO] - ---- batch: 020 ---- [2020-11-13 07:23:52,997][root][INFO] - mean box_loss: 0.278496 [2020-11-13 07:23:52,997][root][INFO] - mean center_loss: 0.053050 [2020-11-13 07:23:52,997][root][INFO] - mean heading_cls_loss: 0.908851 [2020-11-13 07:23:52,997][root][INFO] - mean heading_reg_loss: 0.067635 [2020-11-13 07:23:52,997][root][INFO] - mean loss: 6.485947 [2020-11-13 07:23:52,997][root][INFO] - mean neg_ratio: 0.765753 [2020-11-13 07:23:52,997][root][INFO] - mean obj_acc: 0.920465 [2020-11-13 07:23:52,997][root][INFO] - mean objectness_loss: 0.057280 [2020-11-13 07:23:52,997][root][INFO] - mean pos_ratio: 0.108838 [2020-11-13 07:23:52,997][root][INFO] - mean sem_cls_loss: 0.400205 [2020-11-13 07:23:52,997][root][INFO] - mean size_cls_loss: 0.400963 [2020-11-13 07:23:52,997][root][INFO] - mean size_reg_loss: 0.026830 [2020-11-13 07:23:52,997][root][INFO] - mean vote_loss: 0.301439 [2020-11-13 07:24:47,436][root][INFO] - ---- batch: 030 ---- [2020-11-13 07:24:47,442][root][INFO] - mean box_loss: 0.268548 [2020-11-13 07:24:47,442][root][INFO] - mean center_loss: 0.050382 [2020-11-13 07:24:47,442][root][INFO] - mean heading_cls_loss: 0.916031 [2020-11-13 07:24:47,442][root][INFO] - mean heading_reg_loss: 0.063342 [2020-11-13 07:24:47,442][root][INFO] - mean loss: 6.429929 [2020-11-13 07:24:47,442][root][INFO] - mean neg_ratio: 0.748016 [2020-11-13 07:24:47,442][root][INFO] - mean obj_acc: 0.927816 [2020-11-13 07:24:47,442][root][INFO] - mean objectness_loss: 0.058390 [2020-11-13 07:24:47,442][root][INFO] - mean pos_ratio: 0.120538 [2020-11-13 07:24:47,442][root][INFO] - mean sem_cls_loss: 0.342423 [2020-11-13 07:24:47,442][root][INFO] - mean size_cls_loss: 0.344179 [2020-11-13 07:24:47,443][root][INFO] - mean size_reg_loss: 0.028803 [2020-11-13 07:24:47,443][root][INFO] - mean vote_loss: 0.311007 [2020-11-13 07:25:41,801][root][INFO] - ---- batch: 040 ---- [2020-11-13 07:25:41,806][root][INFO] - mean box_loss: 0.272918 [2020-11-13 07:25:41,806][root][INFO] - mean center_loss: 0.052874 [2020-11-13 07:25:41,806][root][INFO] - mean heading_cls_loss: 0.870334 [2020-11-13 07:25:41,806][root][INFO] - mean heading_reg_loss: 0.070139 [2020-11-13 07:25:41,806][root][INFO] - mean loss: 6.596582 [2020-11-13 07:25:41,806][root][INFO] - mean neg_ratio: 0.757251 [2020-11-13 07:25:41,806][root][INFO] - mean obj_acc: 0.929545 [2020-11-13 07:25:41,806][root][INFO] - mean objectness_loss: 0.058280 [2020-11-13 07:25:41,806][root][INFO] - mean pos_ratio: 0.115521 [2020-11-13 07:25:41,806][root][INFO] - mean sem_cls_loss: 0.360453 [2020-11-13 07:25:41,806][root][INFO] - mean size_cls_loss: 0.361421 [2020-11-13 07:25:41,807][root][INFO] - mean size_reg_loss: 0.026730 [2020-11-13 07:25:41,807][root][INFO] - mean vote_loss: 0.321555 [2020-11-13 07:26:36,952][root][INFO] - ---- batch: 050 ---- [2020-11-13 07:26:36,958][root][INFO] - mean box_loss: 0.274288 [2020-11-13 07:26:36,958][root][INFO] - mean center_loss: 0.043584 [2020-11-13 07:26:36,958][root][INFO] - mean heading_cls_loss: 0.910220 [2020-11-13 07:26:36,958][root][INFO] - mean heading_reg_loss: 0.073899 [2020-11-13 07:26:36,958][root][INFO] - mean loss: 6.469080 [2020-11-13 07:26:36,958][root][INFO] - mean neg_ratio: 0.754266 [2020-11-13 07:26:36,958][root][INFO] - mean obj_acc: 0.933700 [2020-11-13 07:26:36,958][root][INFO] - mean objectness_loss: 0.054392 [2020-11-13 07:26:36,959][root][INFO] - mean pos_ratio: 0.115778 [2020-11-13 07:26:36,959][root][INFO] - mean sem_cls_loss: 0.380244 [2020-11-13 07:26:36,959][root][INFO] - mean size_cls_loss: 0.380536 [2020-11-13 07:26:36,959][root][INFO] - mean size_reg_loss: 0.027729 [2020-11-13 07:26:36,959][root][INFO] - mean vote_loss: 0.307400 [2020-11-13 07:27:31,966][root][INFO] - ---- batch: 060 ---- [2020-11-13 07:27:31,971][root][INFO] - mean box_loss: 0.265976 [2020-11-13 07:27:31,972][root][INFO] - mean center_loss: 0.045578 [2020-11-13 07:27:31,974][root][INFO] - mean heading_cls_loss: 0.929789 [2020-11-13 07:27:31,974][root][INFO] - mean heading_reg_loss: 0.068376 [2020-11-13 07:27:31,974][root][INFO] - mean loss: 6.313440 [2020-11-13 07:27:31,974][root][INFO] - mean neg_ratio: 0.746619 [2020-11-13 07:27:31,974][root][INFO] - mean obj_acc: 0.932728 [2020-11-13 07:27:31,974][root][INFO] - mean objectness_loss: 0.056270 [2020-11-13 07:27:31,974][root][INFO] - mean pos_ratio: 0.122278 [2020-11-13 07:27:31,974][root][INFO] - mean sem_cls_loss: 0.323650 [2020-11-13 07:27:31,974][root][INFO] - mean size_cls_loss: 0.322353 [2020-11-13 07:27:31,974][root][INFO] - mean size_reg_loss: 0.026808 [2020-11-13 07:27:31,974][root][INFO] - mean vote_loss: 0.304868 [2020-11-13 07:28:26,312][root][INFO] - ---- batch: 070 ---- [2020-11-13 07:28:26,319][root][INFO] - mean box_loss: 0.277141 [2020-11-13 07:28:26,320][root][INFO] - mean center_loss: 0.050604 [2020-11-13 07:28:26,320][root][INFO] - mean heading_cls_loss: 0.923033 [2020-11-13 07:28:26,320][root][INFO] - mean heading_reg_loss: 0.068016 [2020-11-13 07:28:26,320][root][INFO] - mean loss: 6.510777 [2020-11-13 07:28:26,320][root][INFO] - mean neg_ratio: 0.749182 [2020-11-13 07:28:26,320][root][INFO] - mean obj_acc: 0.923246 [2020-11-13 07:28:26,320][root][INFO] - mean objectness_loss: 0.063941 [2020-11-13 07:28:26,320][root][INFO] - mean pos_ratio: 0.121942 [2020-11-13 07:28:26,320][root][INFO] - mean sem_cls_loss: 0.377397 [2020-11-13 07:28:26,320][root][INFO] - mean size_cls_loss: 0.377611 [2020-11-13 07:28:26,321][root][INFO] - mean size_reg_loss: 0.028457 [2020-11-13 07:28:26,321][root][INFO] - mean vote_loss: 0.304226 [2020-11-13 07:29:17,926][root][INFO] - ---- batch: 080 ---- [2020-11-13 07:29:17,934][root][INFO] - mean box_loss: 0.272560 [2020-11-13 07:29:17,934][root][INFO] - mean center_loss: 0.043499 [2020-11-13 07:29:17,934][root][INFO] - mean heading_cls_loss: 0.931033 [2020-11-13 07:29:17,934][root][INFO] - mean heading_reg_loss: 0.071013 [2020-11-13 07:29:17,934][root][INFO] - mean loss: 6.478364 [2020-11-13 07:29:17,934][root][INFO] - mean neg_ratio: 0.745593 [2020-11-13 07:29:17,935][root][INFO] - mean obj_acc: 0.924819 [2020-11-13 07:29:17,935][root][INFO] - mean objectness_loss: 0.060243 [2020-11-13 07:29:17,935][root][INFO] - mean pos_ratio: 0.124060 [2020-11-13 07:29:17,935][root][INFO] - mean sem_cls_loss: 0.372466 [2020-11-13 07:29:17,935][root][INFO] - mean size_cls_loss: 0.373705 [2020-11-13 07:29:17,935][root][INFO] - mean size_reg_loss: 0.027574 [2020-11-13 07:29:17,935][root][INFO] - mean vote_loss: 0.307908 [2020-11-13 07:29:31,730][root][INFO] - Eval batch: 0 [2020-11-13 07:29:33,891][root][INFO] - Eval batch: 10 [2020-11-13 07:29:35,869][root][INFO] - Eval batch: 20 [2020-11-13 07:29:37,820][root][INFO] - Eval batch: 30 [2020-11-13 07:29:39,804][root][INFO] - Eval batch: 40 [2020-11-13 07:29:41,709][root][INFO] - Eval batch: 50 [2020-11-13 07:29:43,661][root][INFO] - Eval batch: 60 [2020-11-13 07:29:45,535][root][INFO] - Eval batch: 70 [2020-11-13 07:29:47,235][root][INFO] - 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Eval batch: 4760 [2020-11-13 07:45:08,393][root][INFO] - Eval batch: 4770 [2020-11-13 07:45:10,320][root][INFO] - Eval batch: 4780 [2020-11-13 07:45:12,218][root][INFO] - Eval batch: 4790 [2020-11-13 07:45:14,145][root][INFO] - Eval batch: 4800 [2020-11-13 07:45:16,099][root][INFO] - Eval batch: 4810 [2020-11-13 07:45:18,052][root][INFO] - Eval batch: 4820 [2020-11-13 07:45:19,994][root][INFO] - Eval batch: 4830 [2020-11-13 07:45:21,974][root][INFO] - Eval batch: 4840 [2020-11-13 07:45:23,909][root][INFO] - Eval batch: 4850 [2020-11-13 07:45:25,877][root][INFO] - Eval batch: 4860 [2020-11-13 07:45:27,830][root][INFO] - Eval batch: 4870 [2020-11-13 07:45:29,641][root][INFO] - Eval batch: 4880 [2020-11-13 07:45:31,482][root][INFO] - Eval batch: 4890 [2020-11-13 07:45:33,507][root][INFO] - Eval batch: 4900 [2020-11-13 07:45:35,495][root][INFO] - Eval batch: 4910 [2020-11-13 07:45:37,670][root][INFO] - Eval batch: 4920 [2020-11-13 07:45:39,702][root][INFO] - Eval batch: 4930 [2020-11-13 07:45:41,638][root][INFO] - Eval batch: 4940 [2020-11-13 07:45:43,592][root][INFO] - Eval batch: 4950 [2020-11-13 07:45:45,609][root][INFO] - Eval batch: 4960 [2020-11-13 07:45:47,423][root][INFO] - Eval batch: 4970 [2020-11-13 07:45:49,492][root][INFO] - Eval batch: 4980 [2020-11-13 07:45:51,516][root][INFO] - Eval batch: 4990 [2020-11-13 07:45:53,440][root][INFO] - Eval batch: 5000 [2020-11-13 07:45:55,244][root][INFO] - Eval batch: 5010 [2020-11-13 07:45:57,223][root][INFO] - Eval batch: 5020 [2020-11-13 07:45:59,182][root][INFO] - Eval batch: 5030 [2020-11-13 07:46:01,198][root][INFO] - Eval batch: 5040 [2020-11-13 07:46:03,139][root][INFO] - eval mean box_loss: 0.257091 [2020-11-13 07:46:03,139][root][INFO] - eval mean center_loss: 0.047519 [2020-11-13 07:46:03,140][root][INFO] - eval mean heading_cls_loss: 0.845437 [2020-11-13 07:46:03,140][root][INFO] - eval mean heading_reg_loss: 0.051620 [2020-11-13 07:46:03,140][root][INFO] - eval mean loss: 6.025921 [2020-11-13 07:46:03,141][root][INFO] - eval mean neg_ratio: 0.711470 [2020-11-13 07:46:03,141][root][INFO] - eval mean obj_acc: 0.904857 [2020-11-13 07:46:03,141][root][INFO] - eval mean objectness_loss: 0.080216 [2020-11-13 07:46:03,142][root][INFO] - eval mean pos_ratio: 0.142519 [2020-11-13 07:46:03,142][root][INFO] - eval mean sem_cls_loss: 0.471190 [2020-11-13 07:46:03,143][root][INFO] - eval mean size_cls_loss: 0.471589 [2020-11-13 07:46:03,143][root][INFO] - eval mean size_reg_loss: 0.026250 [2020-11-13 07:46:03,143][root][INFO] - eval mean vote_loss: 0.258275 [2020-11-13 07:47:09,224][root][INFO] - eval bed Average Precision: 0.387797 [2020-11-13 07:47:09,224][root][INFO] - eval table Average Precision: 0.127773 [2020-11-13 07:47:09,225][root][INFO] - eval sofa Average Precision: 0.369384 [2020-11-13 07:47:09,225][root][INFO] - eval chair Average Precision: 0.345376 [2020-11-13 07:47:09,225][root][INFO] - eval toilet Average Precision: 0.463694 [2020-11-13 07:47:09,225][root][INFO] - eval desk Average Precision: 0.035576 [2020-11-13 07:47:09,225][root][INFO] - eval dresser Average Precision: 0.024469 [2020-11-13 07:47:09,225][root][INFO] - eval night_stand Average Precision: 0.112036 [2020-11-13 07:47:09,225][root][INFO] - eval bookshelf Average Precision: 0.009848 [2020-11-13 07:47:09,225][root][INFO] - eval bathtub Average Precision: 0.049325 [2020-11-13 07:47:09,225][root][INFO] - eval mAP: 0.192528 [2020-11-13 07:47:09,225][root][INFO] - eval bed Recall: 0.602210 [2020-11-13 07:47:09,225][root][INFO] - eval table Recall: 0.341104 [2020-11-13 07:47:09,225][root][INFO] - eval sofa Recall: 0.560250 [2020-11-13 07:47:09,225][root][INFO] - eval chair Recall: 0.509232 [2020-11-13 07:47:09,225][root][INFO] - eval toilet Recall: 0.642384 [2020-11-13 07:47:09,225][root][INFO] - eval desk Recall: 0.224791 [2020-11-13 07:47:09,225][root][INFO] - eval dresser Recall: 0.240741 [2020-11-13 07:47:09,225][root][INFO] - eval night_stand Recall: 0.377953 [2020-11-13 07:47:09,225][root][INFO] - eval bookshelf Recall: 0.103679 [2020-11-13 07:47:09,226][root][INFO] - eval bathtub Recall: 0.307692 [2020-11-13 07:47:09,226][root][INFO] - eval AR: 0.391004 [2020-11-13 07:47:09,226][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 07:47:09,578][submitit][WARNING] - Bypassing signal 15 [2020-11-13 07:47:30,543][root][INFO] - **** EPOCH 040 **** [2020-11-13 07:47:30,545][root][INFO] - Current learning rate: 0.001000 [2020-11-13 07:47:30,545][root][INFO] - Current BN decay momentum: 0.250000 [2020-11-13 07:47:30,545][root][INFO] - 2020-11-13 07:47:30.545292 [2020-11-13 07:48:31,693][root][INFO] - ---- batch: 010 ---- [2020-11-13 07:48:31,698][root][INFO] - mean box_loss: 0.256434 [2020-11-13 07:48:31,698][root][INFO] - mean center_loss: 0.046361 [2020-11-13 07:48:31,698][root][INFO] - mean heading_cls_loss: 0.922279 [2020-11-13 07:48:31,698][root][INFO] - mean heading_reg_loss: 0.056716 [2020-11-13 07:48:31,698][root][INFO] - mean loss: 6.465661 [2020-11-13 07:48:31,698][root][INFO] - mean neg_ratio: 0.719928 [2020-11-13 07:48:31,698][root][INFO] - mean obj_acc: 0.925833 [2020-11-13 07:48:31,698][root][INFO] - mean objectness_loss: 0.060466 [2020-11-13 07:48:31,698][root][INFO] - mean pos_ratio: 0.139825 [2020-11-13 07:48:31,698][root][INFO] - mean sem_cls_loss: 0.345230 [2020-11-13 07:48:31,699][root][INFO] - mean size_cls_loss: 0.343990 [2020-11-13 07:48:31,699][root][INFO] - mean size_reg_loss: 0.026730 [2020-11-13 07:48:31,699][root][INFO] - mean vote_loss: 0.325376 [2020-11-13 07:49:25,444][root][INFO] - ---- batch: 020 ---- [2020-11-13 07:49:25,450][root][INFO] - mean box_loss: 0.230759 [2020-11-13 07:49:25,450][root][INFO] - mean center_loss: 0.042482 [2020-11-13 07:49:25,450][root][INFO] - mean heading_cls_loss: 0.825074 [2020-11-13 07:49:25,450][root][INFO] - mean heading_reg_loss: 0.054709 [2020-11-13 07:49:25,450][root][INFO] - mean loss: 5.870325 [2020-11-13 07:49:25,450][root][INFO] - mean neg_ratio: 0.735687 [2020-11-13 07:49:25,450][root][INFO] - mean obj_acc: 0.914891 [2020-11-13 07:49:25,450][root][INFO] - mean objectness_loss: 0.060710 [2020-11-13 07:49:25,450][root][INFO] - mean pos_ratio: 0.127472 [2020-11-13 07:49:25,450][root][INFO] - mean sem_cls_loss: 0.290154 [2020-11-13 07:49:25,450][root][INFO] - mean size_cls_loss: 0.289235 [2020-11-13 07:49:25,451][root][INFO] - mean size_reg_loss: 0.022136 [2020-11-13 07:49:25,451][root][INFO] - mean vote_loss: 0.296903 [2020-11-13 07:50:19,064][root][INFO] - ---- batch: 030 ---- [2020-11-13 07:50:19,069][root][INFO] - mean box_loss: 0.251583 [2020-11-13 07:50:19,070][root][INFO] - mean center_loss: 0.042726 [2020-11-13 07:50:19,070][root][INFO] - mean heading_cls_loss: 0.888766 [2020-11-13 07:50:19,070][root][INFO] - mean heading_reg_loss: 0.059877 [2020-11-13 07:50:19,070][root][INFO] - mean loss: 6.000791 [2020-11-13 07:50:19,070][root][INFO] - mean neg_ratio: 0.732812 [2020-11-13 07:50:19,070][root][INFO] - mean obj_acc: 0.935134 [2020-11-13 07:50:19,070][root][INFO] - mean objectness_loss: 0.053941 [2020-11-13 07:50:19,070][root][INFO] - mean pos_ratio: 0.136932 [2020-11-13 07:50:19,070][root][INFO] - mean sem_cls_loss: 0.363109 [2020-11-13 07:50:19,070][root][INFO] - mean size_cls_loss: 0.363195 [2020-11-13 07:50:19,070][root][INFO] - mean size_reg_loss: 0.023784 [2020-11-13 07:50:19,070][root][INFO] - mean vote_loss: 0.285215 [2020-11-13 07:51:12,768][root][INFO] - ---- batch: 040 ---- [2020-11-13 07:51:12,773][root][INFO] - mean box_loss: 0.269625 [2020-11-13 07:51:12,773][root][INFO] - mean center_loss: 0.050648 [2020-11-13 07:51:12,773][root][INFO] - mean heading_cls_loss: 0.950238 [2020-11-13 07:51:12,773][root][INFO] - mean heading_reg_loss: 0.059371 [2020-11-13 07:51:12,774][root][INFO] - mean loss: 6.398729 [2020-11-13 07:51:12,774][root][INFO] - mean neg_ratio: 0.743347 [2020-11-13 07:51:12,774][root][INFO] - mean obj_acc: 0.927809 [2020-11-13 07:51:12,774][root][INFO] - mean objectness_loss: 0.057999 [2020-11-13 07:51:12,774][root][INFO] - mean pos_ratio: 0.127014 [2020-11-13 07:51:12,774][root][INFO] - mean sem_cls_loss: 0.358229 [2020-11-13 07:51:12,774][root][INFO] - mean size_cls_loss: 0.358126 [2020-11-13 07:51:12,774][root][INFO] - mean size_reg_loss: 0.028769 [2020-11-13 07:51:12,774][root][INFO] - mean vote_loss: 0.305426 [2020-11-13 07:52:06,769][root][INFO] - ---- batch: 050 ---- [2020-11-13 07:52:06,855][root][INFO] - mean box_loss: 0.265252 [2020-11-13 07:52:06,857][root][INFO] - mean center_loss: 0.052575 [2020-11-13 07:52:06,857][root][INFO] - mean heading_cls_loss: 0.865017 [2020-11-13 07:52:06,857][root][INFO] - mean heading_reg_loss: 0.062023 [2020-11-13 07:52:06,857][root][INFO] - mean loss: 6.530852 [2020-11-13 07:52:06,857][root][INFO] - mean neg_ratio: 0.764136 [2020-11-13 07:52:06,857][root][INFO] - mean obj_acc: 0.921537 [2020-11-13 07:52:06,857][root][INFO] - mean objectness_loss: 0.057219 [2020-11-13 07:52:06,857][root][INFO] - mean pos_ratio: 0.111353 [2020-11-13 07:52:06,857][root][INFO] - mean sem_cls_loss: 0.330696 [2020-11-13 07:52:06,857][root][INFO] - mean size_cls_loss: 0.330988 [2020-11-13 07:52:06,857][root][INFO] - mean size_reg_loss: 0.031054 [2020-11-13 07:52:06,857][root][INFO] - mean vote_loss: 0.326154 [2020-11-13 07:52:59,286][root][INFO] - ---- batch: 060 ---- [2020-11-13 07:52:59,298][root][INFO] - mean box_loss: 0.277011 [2020-11-13 07:52:59,298][root][INFO] - mean center_loss: 0.047275 [2020-11-13 07:52:59,298][root][INFO] - mean heading_cls_loss: 0.975596 [2020-11-13 07:52:59,298][root][INFO] - mean heading_reg_loss: 0.068322 [2020-11-13 07:52:59,298][root][INFO] - mean loss: 6.445165 [2020-11-13 07:52:59,299][root][INFO] - mean neg_ratio: 0.767249 [2020-11-13 07:52:59,299][root][INFO] - mean obj_acc: 0.929618 [2020-11-13 07:52:59,299][root][INFO] - mean objectness_loss: 0.057921 [2020-11-13 07:52:59,299][root][INFO] - mean pos_ratio: 0.107587 [2020-11-13 07:52:59,299][root][INFO] - mean sem_cls_loss: 0.376759 [2020-11-13 07:52:59,299][root][INFO] - mean size_cls_loss: 0.377251 [2020-11-13 07:52:59,299][root][INFO] - mean size_reg_loss: 0.026129 [2020-11-13 07:52:59,299][root][INFO] - mean vote_loss: 0.300869 [2020-11-13 07:53:52,145][root][INFO] - ---- batch: 070 ---- [2020-11-13 07:53:52,152][root][INFO] - mean box_loss: 0.294598 [2020-11-13 07:53:52,153][root][INFO] - mean center_loss: 0.054085 [2020-11-13 07:53:52,153][root][INFO] - mean heading_cls_loss: 0.965687 [2020-11-13 07:53:52,153][root][INFO] - mean heading_reg_loss: 0.076309 [2020-11-13 07:53:52,153][root][INFO] - mean loss: 6.589081 [2020-11-13 07:53:52,153][root][INFO] - mean neg_ratio: 0.737640 [2020-11-13 07:53:52,154][root][INFO] - mean obj_acc: 0.935963 [2020-11-13 07:53:52,154][root][INFO] - mean objectness_loss: 0.060920 [2020-11-13 07:53:52,154][root][INFO] - mean pos_ratio: 0.125385 [2020-11-13 07:53:52,154][root][INFO] - mean sem_cls_loss: 0.395025 [2020-11-13 07:53:52,154][root][INFO] - mean size_cls_loss: 0.395665 [2020-11-13 07:53:52,154][root][INFO] - mean size_reg_loss: 0.028068 [2020-11-13 07:53:52,154][root][INFO] - mean vote_loss: 0.294348 [2020-11-13 07:54:45,394][root][INFO] - ---- batch: 080 ---- [2020-11-13 07:54:45,401][root][INFO] - mean box_loss: 0.275757 [2020-11-13 07:54:45,402][root][INFO] - mean center_loss: 0.049986 [2020-11-13 07:54:45,402][root][INFO] - mean heading_cls_loss: 0.933561 [2020-11-13 07:54:45,402][root][INFO] - mean heading_reg_loss: 0.069797 [2020-11-13 07:54:45,402][root][INFO] - mean loss: 6.519883 [2020-11-13 07:54:45,402][root][INFO] - mean neg_ratio: 0.765637 [2020-11-13 07:54:45,403][root][INFO] - mean obj_acc: 0.919481 [2020-11-13 07:54:45,403][root][INFO] - mean objectness_loss: 0.058147 [2020-11-13 07:54:45,403][root][INFO] - mean pos_ratio: 0.106848 [2020-11-13 07:54:45,403][root][INFO] - mean sem_cls_loss: 0.346060 [2020-11-13 07:54:45,403][root][INFO] - mean size_cls_loss: 0.346418 [2020-11-13 07:54:45,403][root][INFO] - mean size_reg_loss: 0.027976 [2020-11-13 07:54:45,403][root][INFO] - mean vote_loss: 0.312552 [2020-11-13 07:55:01,280][root][INFO] - **** EPOCH 041 **** [2020-11-13 07:55:01,281][root][INFO] - Current learning rate: 0.001000 [2020-11-13 07:55:01,281][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 07:55:01,281][root][INFO] - 2020-11-13 07:55:01.281416 [2020-11-13 07:56:02,969][root][INFO] - ---- batch: 010 ---- [2020-11-13 07:56:02,974][root][INFO] - mean box_loss: 0.275255 [2020-11-13 07:56:02,975][root][INFO] - mean center_loss: 0.051862 [2020-11-13 07:56:02,975][root][INFO] - mean heading_cls_loss: 0.893772 [2020-11-13 07:56:02,975][root][INFO] - mean heading_reg_loss: 0.071858 [2020-11-13 07:56:02,975][root][INFO] - mean loss: 6.375321 [2020-11-13 07:56:02,975][root][INFO] - mean neg_ratio: 0.754272 [2020-11-13 07:56:02,975][root][INFO] - mean obj_acc: 0.933902 [2020-11-13 07:56:02,975][root][INFO] - mean objectness_loss: 0.054617 [2020-11-13 07:56:02,975][root][INFO] - mean pos_ratio: 0.115588 [2020-11-13 07:56:02,975][root][INFO] - mean sem_cls_loss: 0.341860 [2020-11-13 07:56:02,975][root][INFO] - mean size_cls_loss: 0.340520 [2020-11-13 07:56:02,975][root][INFO] - mean size_reg_loss: 0.028106 [2020-11-13 07:56:02,975][root][INFO] - mean vote_loss: 0.300783 [2020-11-13 07:56:55,574][root][INFO] - ---- batch: 020 ---- [2020-11-13 07:56:55,579][root][INFO] - mean box_loss: 0.254752 [2020-11-13 07:56:55,580][root][INFO] - mean center_loss: 0.048627 [2020-11-13 07:56:55,580][root][INFO] - mean heading_cls_loss: 0.899368 [2020-11-13 07:56:55,580][root][INFO] - mean heading_reg_loss: 0.060093 [2020-11-13 07:56:55,580][root][INFO] - mean loss: 6.031890 [2020-11-13 07:56:55,580][root][INFO] - mean neg_ratio: 0.759473 [2020-11-13 07:56:55,580][root][INFO] - mean obj_acc: 0.937065 [2020-11-13 07:56:55,580][root][INFO] - mean objectness_loss: 0.051123 [2020-11-13 07:56:55,580][root][INFO] - mean pos_ratio: 0.114240 [2020-11-13 07:56:55,580][root][INFO] - mean sem_cls_loss: 0.291974 [2020-11-13 07:56:55,580][root][INFO] - mean size_cls_loss: 0.293443 [2020-11-13 07:56:55,580][root][INFO] - mean size_reg_loss: 0.026750 [2020-11-13 07:56:55,580][root][INFO] - mean vote_loss: 0.293678 [2020-11-13 07:57:50,916][root][INFO] - ---- batch: 030 ---- [2020-11-13 07:57:50,921][root][INFO] - mean box_loss: 0.275484 [2020-11-13 07:57:50,921][root][INFO] - mean center_loss: 0.061164 [2020-11-13 07:57:50,921][root][INFO] - mean heading_cls_loss: 0.882441 [2020-11-13 07:57:50,921][root][INFO] - mean heading_reg_loss: 0.062779 [2020-11-13 07:57:50,921][root][INFO] - mean loss: 6.256079 [2020-11-13 07:57:50,921][root][INFO] - mean neg_ratio: 0.763586 [2020-11-13 07:57:50,921][root][INFO] - mean obj_acc: 0.943162 [2020-11-13 07:57:50,921][root][INFO] - mean objectness_loss: 0.048345 [2020-11-13 07:57:50,921][root][INFO] - mean pos_ratio: 0.114642 [2020-11-13 07:57:50,921][root][INFO] - mean sem_cls_loss: 0.346945 [2020-11-13 07:57:50,921][root][INFO] - mean size_cls_loss: 0.347134 [2020-11-13 07:57:50,922][root][INFO] - mean size_reg_loss: 0.028583 [2020-11-13 07:57:50,922][root][INFO] - mean vote_loss: 0.291257 [2020-11-13 07:58:44,034][root][INFO] - ---- batch: 040 ---- [2020-11-13 07:58:44,040][root][INFO] - mean box_loss: 0.275827 [2020-11-13 07:58:44,040][root][INFO] - mean center_loss: 0.045607 [2020-11-13 07:58:44,041][root][INFO] - mean heading_cls_loss: 0.950028 [2020-11-13 07:58:44,041][root][INFO] - mean heading_reg_loss: 0.068388 [2020-11-13 07:58:44,041][root][INFO] - mean loss: 6.354817 [2020-11-13 07:58:44,041][root][INFO] - mean neg_ratio: 0.757562 [2020-11-13 07:58:44,041][root][INFO] - mean obj_acc: 0.936299 [2020-11-13 07:58:44,041][root][INFO] - mean objectness_loss: 0.056369 [2020-11-13 07:58:44,041][root][INFO] - mean pos_ratio: 0.117474 [2020-11-13 07:58:44,041][root][INFO] - mean sem_cls_loss: 0.357509 [2020-11-13 07:58:44,041][root][INFO] - mean size_cls_loss: 0.358858 [2020-11-13 07:58:44,041][root][INFO] - mean size_reg_loss: 0.030944 [2020-11-13 07:58:44,041][root][INFO] - mean vote_loss: 0.295719 [2020-11-13 07:59:38,317][root][INFO] - ---- batch: 050 ---- [2020-11-13 07:59:38,323][root][INFO] - mean box_loss: 0.277670 [2020-11-13 07:59:38,325][root][INFO] - mean center_loss: 0.055001 [2020-11-13 07:59:38,325][root][INFO] - mean heading_cls_loss: 0.924979 [2020-11-13 07:59:38,325][root][INFO] - mean heading_reg_loss: 0.067346 [2020-11-13 07:59:38,325][root][INFO] - mean loss: 6.428048 [2020-11-13 07:59:38,325][root][INFO] - mean neg_ratio: 0.753046 [2020-11-13 07:59:38,325][root][INFO] - mean obj_acc: 0.934620 [2020-11-13 07:59:38,325][root][INFO] - mean objectness_loss: 0.054522 [2020-11-13 07:59:38,325][root][INFO] - mean pos_ratio: 0.120880 [2020-11-13 07:59:38,325][root][INFO] - mean sem_cls_loss: 0.375436 [2020-11-13 07:59:38,325][root][INFO] - mean size_cls_loss: 0.375711 [2020-11-13 07:59:38,325][root][INFO] - mean size_reg_loss: 0.025254 [2020-11-13 07:59:38,325][root][INFO] - mean vote_loss: 0.300331 [2020-11-13 08:00:33,338][root][INFO] - ---- batch: 060 ---- [2020-11-13 08:00:33,345][root][INFO] - mean box_loss: 0.266847 [2020-11-13 08:00:33,345][root][INFO] - mean center_loss: 0.049690 [2020-11-13 08:00:33,345][root][INFO] - mean heading_cls_loss: 0.906228 [2020-11-13 08:00:33,345][root][INFO] - mean heading_reg_loss: 0.061901 [2020-11-13 08:00:33,345][root][INFO] - mean loss: 6.534980 [2020-11-13 08:00:33,345][root][INFO] - mean neg_ratio: 0.744501 [2020-11-13 08:00:33,346][root][INFO] - mean obj_acc: 0.932179 [2020-11-13 08:00:33,346][root][INFO] - mean objectness_loss: 0.055885 [2020-11-13 08:00:33,346][root][INFO] - mean pos_ratio: 0.122766 [2020-11-13 08:00:33,346][root][INFO] - mean sem_cls_loss: 0.354549 [2020-11-13 08:00:33,346][root][INFO] - mean size_cls_loss: 0.356155 [2020-11-13 08:00:33,346][root][INFO] - mean size_reg_loss: 0.029019 [2020-11-13 08:00:33,346][root][INFO] - mean vote_loss: 0.323253 [2020-11-13 08:01:26,475][root][INFO] - ---- batch: 070 ---- [2020-11-13 08:01:26,481][root][INFO] - mean box_loss: 0.259177 [2020-11-13 08:01:26,481][root][INFO] - mean center_loss: 0.046757 [2020-11-13 08:01:26,482][root][INFO] - mean heading_cls_loss: 0.886779 [2020-11-13 08:01:26,482][root][INFO] - mean heading_reg_loss: 0.061286 [2020-11-13 08:01:26,482][root][INFO] - mean loss: 6.164243 [2020-11-13 08:01:26,482][root][INFO] - mean neg_ratio: 0.734912 [2020-11-13 08:01:26,482][root][INFO] - mean obj_acc: 0.926177 [2020-11-13 08:01:26,482][root][INFO] - mean objectness_loss: 0.061406 [2020-11-13 08:01:26,482][root][INFO] - mean pos_ratio: 0.131799 [2020-11-13 08:01:26,482][root][INFO] - mean sem_cls_loss: 0.377174 [2020-11-13 08:01:26,482][root][INFO] - mean size_cls_loss: 0.378394 [2020-11-13 08:01:26,482][root][INFO] - mean size_reg_loss: 0.024616 [2020-11-13 08:01:26,482][root][INFO] - mean vote_loss: 0.288827 [2020-11-13 08:02:18,931][root][INFO] - ---- batch: 080 ---- [2020-11-13 08:02:18,992][root][INFO] - mean box_loss: 0.267605 [2020-11-13 08:02:18,992][root][INFO] - mean center_loss: 0.044495 [2020-11-13 08:02:18,993][root][INFO] - mean heading_cls_loss: 0.917022 [2020-11-13 08:02:18,993][root][INFO] - mean heading_reg_loss: 0.066702 [2020-11-13 08:02:18,993][root][INFO] - mean loss: 6.270151 [2020-11-13 08:02:18,993][root][INFO] - mean neg_ratio: 0.756226 [2020-11-13 08:02:18,993][root][INFO] - mean obj_acc: 0.917039 [2020-11-13 08:02:18,993][root][INFO] - mean objectness_loss: 0.058154 [2020-11-13 08:02:18,993][root][INFO] - mean pos_ratio: 0.115149 [2020-11-13 08:02:18,993][root][INFO] - mean sem_cls_loss: 0.372633 [2020-11-13 08:02:18,993][root][INFO] - mean size_cls_loss: 0.371839 [2020-11-13 08:02:18,993][root][INFO] - mean size_reg_loss: 0.027522 [2020-11-13 08:02:18,993][root][INFO] - mean vote_loss: 0.293070 [2020-11-13 08:02:43,446][root][INFO] - **** EPOCH 042 **** [2020-11-13 08:02:43,454][root][INFO] - Current learning rate: 0.001000 [2020-11-13 08:02:43,454][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 08:02:43,454][root][INFO] - 2020-11-13 08:02:43.454826 [2020-11-13 08:03:54,736][root][INFO] - ---- batch: 010 ---- [2020-11-13 08:03:54,742][root][INFO] - mean box_loss: 0.261020 [2020-11-13 08:03:54,742][root][INFO] - mean center_loss: 0.049423 [2020-11-13 08:03:54,742][root][INFO] - mean heading_cls_loss: 0.930498 [2020-11-13 08:03:54,742][root][INFO] - mean heading_reg_loss: 0.061411 [2020-11-13 08:03:54,742][root][INFO] - mean loss: 6.067654 [2020-11-13 08:03:54,742][root][INFO] - mean neg_ratio: 0.730994 [2020-11-13 08:03:54,742][root][INFO] - mean obj_acc: 0.933307 [2020-11-13 08:03:54,742][root][INFO] - mean objectness_loss: 0.059439 [2020-11-13 08:03:54,742][root][INFO] - mean pos_ratio: 0.135455 [2020-11-13 08:03:54,742][root][INFO] - mean sem_cls_loss: 0.313191 [2020-11-13 08:03:54,743][root][INFO] - mean size_cls_loss: 0.312876 [2020-11-13 08:03:54,743][root][INFO] - mean size_reg_loss: 0.025849 [2020-11-13 08:03:54,743][root][INFO] - mean vote_loss: 0.284707 [2020-11-13 08:04:48,689][root][INFO] - ---- batch: 020 ---- [2020-11-13 08:04:48,696][root][INFO] - mean box_loss: 0.271981 [2020-11-13 08:04:48,696][root][INFO] - mean center_loss: 0.048280 [2020-11-13 08:04:48,697][root][INFO] - mean heading_cls_loss: 0.916729 [2020-11-13 08:04:48,697][root][INFO] - mean heading_reg_loss: 0.071237 [2020-11-13 08:04:48,697][root][INFO] - mean loss: 6.169487 [2020-11-13 08:04:48,697][root][INFO] - mean neg_ratio: 0.736316 [2020-11-13 08:04:48,697][root][INFO] - mean obj_acc: 0.926083 [2020-11-13 08:04:48,697][root][INFO] - mean objectness_loss: 0.059309 [2020-11-13 08:04:48,697][root][INFO] - mean pos_ratio: 0.125250 [2020-11-13 08:04:48,697][root][INFO] - mean sem_cls_loss: 0.341161 [2020-11-13 08:04:48,697][root][INFO] - mean size_cls_loss: 0.339607 [2020-11-13 08:04:48,697][root][INFO] - mean size_reg_loss: 0.026831 [2020-11-13 08:04:48,697][root][INFO] - mean vote_loss: 0.281197 [2020-11-13 08:05:42,878][root][INFO] - ---- batch: 030 ---- [2020-11-13 08:05:42,884][root][INFO] - mean box_loss: 0.264114 [2020-11-13 08:05:42,884][root][INFO] - mean center_loss: 0.054526 [2020-11-13 08:05:42,884][root][INFO] - mean heading_cls_loss: 0.887576 [2020-11-13 08:05:42,884][root][INFO] - mean heading_reg_loss: 0.060890 [2020-11-13 08:05:42,884][root][INFO] - mean loss: 6.186998 [2020-11-13 08:05:42,884][root][INFO] - mean neg_ratio: 0.749689 [2020-11-13 08:05:42,884][root][INFO] - mean obj_acc: 0.925621 [2020-11-13 08:05:42,884][root][INFO] - mean objectness_loss: 0.054774 [2020-11-13 08:05:42,884][root][INFO] - mean pos_ratio: 0.122418 [2020-11-13 08:05:42,884][root][INFO] - mean sem_cls_loss: 0.346878 [2020-11-13 08:05:42,884][root][INFO] - mean size_cls_loss: 0.346486 [2020-11-13 08:05:42,884][root][INFO] - mean size_reg_loss: 0.025291 [2020-11-13 08:05:42,884][root][INFO] - mean vote_loss: 0.292511 [2020-11-13 08:06:37,469][root][INFO] - ---- batch: 040 ---- [2020-11-13 08:06:37,475][root][INFO] - mean box_loss: 0.274814 [2020-11-13 08:06:37,475][root][INFO] - mean center_loss: 0.053338 [2020-11-13 08:06:37,475][root][INFO] - mean heading_cls_loss: 0.949644 [2020-11-13 08:06:37,475][root][INFO] - mean heading_reg_loss: 0.060674 [2020-11-13 08:06:37,475][root][INFO] - mean loss: 6.258254 [2020-11-13 08:06:37,475][root][INFO] - mean neg_ratio: 0.756848 [2020-11-13 08:06:37,475][root][INFO] - mean obj_acc: 0.925634 [2020-11-13 08:06:37,475][root][INFO] - mean objectness_loss: 0.057139 [2020-11-13 08:06:37,475][root][INFO] - mean pos_ratio: 0.117181 [2020-11-13 08:06:37,475][root][INFO] - mean sem_cls_loss: 0.397193 [2020-11-13 08:06:37,475][root][INFO] - mean size_cls_loss: 0.395315 [2020-11-13 08:06:37,475][root][INFO] - mean size_reg_loss: 0.026306 [2020-11-13 08:06:37,475][root][INFO] - mean vote_loss: 0.282722 [2020-11-13 08:07:33,475][root][INFO] - ---- batch: 050 ---- [2020-11-13 08:07:33,481][root][INFO] - mean box_loss: 0.269853 [2020-11-13 08:07:33,481][root][INFO] - mean center_loss: 0.052777 [2020-11-13 08:07:33,481][root][INFO] - mean heading_cls_loss: 0.873116 [2020-11-13 08:07:33,481][root][INFO] - mean heading_reg_loss: 0.062545 [2020-11-13 08:07:33,481][root][INFO] - mean loss: 6.614268 [2020-11-13 08:07:33,481][root][INFO] - mean neg_ratio: 0.755170 [2020-11-13 08:07:33,481][root][INFO] - mean obj_acc: 0.929520 [2020-11-13 08:07:33,481][root][INFO] - mean objectness_loss: 0.055022 [2020-11-13 08:07:33,481][root][INFO] - mean pos_ratio: 0.120929 [2020-11-13 08:07:33,481][root][INFO] - mean sem_cls_loss: 0.381867 [2020-11-13 08:07:33,481][root][INFO] - mean size_cls_loss: 0.380382 [2020-11-13 08:07:33,481][root][INFO] - mean size_reg_loss: 0.029182 [2020-11-13 08:07:33,481][root][INFO] - mean vote_loss: 0.325876 [2020-11-13 08:08:26,731][root][INFO] - ---- batch: 060 ---- [2020-11-13 08:08:26,737][root][INFO] - mean box_loss: 0.250317 [2020-11-13 08:08:26,737][root][INFO] - mean center_loss: 0.047204 [2020-11-13 08:08:26,737][root][INFO] - mean heading_cls_loss: 0.876345 [2020-11-13 08:08:26,738][root][INFO] - mean heading_reg_loss: 0.059148 [2020-11-13 08:08:26,738][root][INFO] - mean loss: 5.904663 [2020-11-13 08:08:26,738][root][INFO] - mean neg_ratio: 0.736877 [2020-11-13 08:08:26,738][root][INFO] - mean obj_acc: 0.934328 [2020-11-13 08:08:26,738][root][INFO] - mean objectness_loss: 0.055337 [2020-11-13 08:08:26,738][root][INFO] - mean pos_ratio: 0.130396 [2020-11-13 08:08:26,738][root][INFO] - mean sem_cls_loss: 0.286443 [2020-11-13 08:08:26,738][root][INFO] - mean size_cls_loss: 0.286454 [2020-11-13 08:08:26,738][root][INFO] - mean size_reg_loss: 0.027685 [2020-11-13 08:08:26,738][root][INFO] - mean vote_loss: 0.283837 [2020-11-13 08:09:21,740][root][INFO] - ---- batch: 070 ---- [2020-11-13 08:09:21,746][root][INFO] - mean box_loss: 0.262370 [2020-11-13 08:09:21,746][root][INFO] - mean center_loss: 0.051275 [2020-11-13 08:09:21,746][root][INFO] - mean heading_cls_loss: 0.877090 [2020-11-13 08:09:21,747][root][INFO] - mean heading_reg_loss: 0.062202 [2020-11-13 08:09:21,747][root][INFO] - mean loss: 6.078733 [2020-11-13 08:09:21,747][root][INFO] - mean neg_ratio: 0.760248 [2020-11-13 08:09:21,747][root][INFO] - mean obj_acc: 0.927751 [2020-11-13 08:09:21,747][root][INFO] - mean objectness_loss: 0.054439 [2020-11-13 08:09:21,747][root][INFO] - mean pos_ratio: 0.115070 [2020-11-13 08:09:21,747][root][INFO] - mean sem_cls_loss: 0.329575 [2020-11-13 08:09:21,747][root][INFO] - mean size_cls_loss: 0.330241 [2020-11-13 08:09:21,747][root][INFO] - mean size_reg_loss: 0.028159 [2020-11-13 08:09:21,747][root][INFO] - mean vote_loss: 0.285327 [2020-11-13 08:10:14,088][root][INFO] - ---- batch: 080 ---- [2020-11-13 08:10:14,095][root][INFO] - mean box_loss: 0.246745 [2020-11-13 08:10:14,097][root][INFO] - mean center_loss: 0.043303 [2020-11-13 08:10:14,097][root][INFO] - mean heading_cls_loss: 0.814005 [2020-11-13 08:10:14,097][root][INFO] - mean heading_reg_loss: 0.060997 [2020-11-13 08:10:14,097][root][INFO] - mean loss: 5.991440 [2020-11-13 08:10:14,098][root][INFO] - mean neg_ratio: 0.751135 [2020-11-13 08:10:14,098][root][INFO] - mean obj_acc: 0.936149 [2020-11-13 08:10:14,098][root][INFO] - mean objectness_loss: 0.052589 [2020-11-13 08:10:14,098][root][INFO] - mean pos_ratio: 0.119067 [2020-11-13 08:10:14,098][root][INFO] - mean sem_cls_loss: 0.323030 [2020-11-13 08:10:14,098][root][INFO] - mean size_cls_loss: 0.322827 [2020-11-13 08:10:14,098][root][INFO] - mean size_reg_loss: 0.028761 [2020-11-13 08:10:14,098][root][INFO] - mean vote_loss: 0.293801 [2020-11-13 08:10:30,183][root][INFO] - **** EPOCH 043 **** [2020-11-13 08:10:30,185][root][INFO] - Current learning rate: 0.001000 [2020-11-13 08:10:30,185][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 08:10:30,185][root][INFO] - 2020-11-13 08:10:30.185807 [2020-11-13 08:11:29,984][root][INFO] - ---- batch: 010 ---- [2020-11-13 08:11:30,121][root][INFO] - mean box_loss: 0.247709 [2020-11-13 08:11:30,122][root][INFO] - mean center_loss: 0.042841 [2020-11-13 08:11:30,122][root][INFO] - mean heading_cls_loss: 0.872430 [2020-11-13 08:11:30,122][root][INFO] - mean heading_reg_loss: 0.058217 [2020-11-13 08:11:30,122][root][INFO] - mean loss: 5.971996 [2020-11-13 08:11:30,122][root][INFO] - mean neg_ratio: 0.746912 [2020-11-13 08:11:30,122][root][INFO] - mean obj_acc: 0.931636 [2020-11-13 08:11:30,122][root][INFO] - mean objectness_loss: 0.053429 [2020-11-13 08:11:30,122][root][INFO] - mean pos_ratio: 0.121564 [2020-11-13 08:11:30,122][root][INFO] - mean sem_cls_loss: 0.348048 [2020-11-13 08:11:30,122][root][INFO] - mean size_cls_loss: 0.348841 [2020-11-13 08:11:30,122][root][INFO] - mean size_reg_loss: 0.024524 [2020-11-13 08:11:30,122][root][INFO] - mean vote_loss: 0.287971 [2020-11-13 08:12:22,217][root][INFO] - ---- batch: 020 ---- [2020-11-13 08:12:22,338][root][INFO] - mean box_loss: 0.247769 [2020-11-13 08:12:22,339][root][INFO] - mean center_loss: 0.047564 [2020-11-13 08:12:22,339][root][INFO] - mean heading_cls_loss: 0.839947 [2020-11-13 08:12:22,339][root][INFO] - mean heading_reg_loss: 0.054809 [2020-11-13 08:12:22,339][root][INFO] - mean loss: 6.085875 [2020-11-13 08:12:22,339][root][INFO] - mean neg_ratio: 0.752454 [2020-11-13 08:12:22,339][root][INFO] - mean obj_acc: 0.934438 [2020-11-13 08:12:22,339][root][INFO] - mean objectness_loss: 0.051078 [2020-11-13 08:12:22,339][root][INFO] - mean pos_ratio: 0.119800 [2020-11-13 08:12:22,339][root][INFO] - mean sem_cls_loss: 0.331172 [2020-11-13 08:12:22,339][root][INFO] - mean size_cls_loss: 0.332132 [2020-11-13 08:12:22,339][root][INFO] - mean size_reg_loss: 0.028188 [2020-11-13 08:12:22,339][root][INFO] - mean vote_loss: 0.302162 [2020-11-13 08:13:16,655][root][INFO] - ---- batch: 030 ---- [2020-11-13 08:13:16,660][root][INFO] - mean box_loss: 0.264359 [2020-11-13 08:13:16,661][root][INFO] - mean center_loss: 0.060977 [2020-11-13 08:13:16,661][root][INFO] - mean heading_cls_loss: 0.840167 [2020-11-13 08:13:16,661][root][INFO] - mean heading_reg_loss: 0.061274 [2020-11-13 08:13:16,661][root][INFO] - mean loss: 6.136016 [2020-11-13 08:13:16,661][root][INFO] - mean neg_ratio: 0.756628 [2020-11-13 08:13:16,661][root][INFO] - mean obj_acc: 0.936592 [2020-11-13 08:13:16,661][root][INFO] - mean objectness_loss: 0.049629 [2020-11-13 08:13:16,661][root][INFO] - mean pos_ratio: 0.115601 [2020-11-13 08:13:16,661][root][INFO] - mean sem_cls_loss: 0.330628 [2020-11-13 08:13:16,661][root][INFO] - mean size_cls_loss: 0.329824 [2020-11-13 08:13:16,661][root][INFO] - mean size_reg_loss: 0.025109 [2020-11-13 08:13:16,661][root][INFO] - mean vote_loss: 0.291365 [2020-11-13 08:14:11,343][root][INFO] - ---- batch: 040 ---- [2020-11-13 08:14:11,351][root][INFO] - mean box_loss: 0.264686 [2020-11-13 08:14:11,351][root][INFO] - mean center_loss: 0.044488 [2020-11-13 08:14:11,351][root][INFO] - mean heading_cls_loss: 0.926157 [2020-11-13 08:14:11,351][root][INFO] - mean heading_reg_loss: 0.068460 [2020-11-13 08:14:11,351][root][INFO] - mean loss: 6.181587 [2020-11-13 08:14:11,351][root][INFO] - mean neg_ratio: 0.752869 [2020-11-13 08:14:11,351][root][INFO] - mean obj_acc: 0.936600 [2020-11-13 08:14:11,352][root][INFO] - mean objectness_loss: 0.053747 [2020-11-13 08:14:11,352][root][INFO] - mean pos_ratio: 0.117590 [2020-11-13 08:14:11,352][root][INFO] - mean sem_cls_loss: 0.323110 [2020-11-13 08:14:11,352][root][INFO] - mean size_cls_loss: 0.323849 [2020-11-13 08:14:11,352][root][INFO] - mean size_reg_loss: 0.026739 [2020-11-13 08:14:11,352][root][INFO] - mean vote_loss: 0.294288 [2020-11-13 08:15:06,045][root][INFO] - ---- batch: 050 ---- [2020-11-13 08:15:06,050][root][INFO] - mean box_loss: 0.256276 [2020-11-13 08:15:06,050][root][INFO] - mean center_loss: 0.048836 [2020-11-13 08:15:06,050][root][INFO] - mean heading_cls_loss: 0.860523 [2020-11-13 08:15:06,051][root][INFO] - mean heading_reg_loss: 0.061924 [2020-11-13 08:15:06,051][root][INFO] - mean loss: 6.241103 [2020-11-13 08:15:06,051][root][INFO] - mean neg_ratio: 0.755499 [2020-11-13 08:15:06,051][root][INFO] - mean obj_acc: 0.933180 [2020-11-13 08:15:06,051][root][INFO] - mean objectness_loss: 0.055348 [2020-11-13 08:15:06,051][root][INFO] - mean pos_ratio: 0.118359 [2020-11-13 08:15:06,051][root][INFO] - mean sem_cls_loss: 0.308598 [2020-11-13 08:15:06,051][root][INFO] - mean size_cls_loss: 0.308719 [2020-11-13 08:15:06,051][root][INFO] - mean size_reg_loss: 0.028593 [2020-11-13 08:15:06,051][root][INFO] - mean vote_loss: 0.309300 [2020-11-13 08:16:00,530][root][INFO] - ---- batch: 060 ---- [2020-11-13 08:16:00,536][root][INFO] - mean box_loss: 0.252483 [2020-11-13 08:16:00,536][root][INFO] - mean center_loss: 0.047182 [2020-11-13 08:16:00,536][root][INFO] - mean heading_cls_loss: 0.880952 [2020-11-13 08:16:00,536][root][INFO] - mean heading_reg_loss: 0.059132 [2020-11-13 08:16:00,536][root][INFO] - mean loss: 6.104805 [2020-11-13 08:16:00,537][root][INFO] - mean neg_ratio: 0.738904 [2020-11-13 08:16:00,537][root][INFO] - mean obj_acc: 0.934278 [2020-11-13 08:16:00,537][root][INFO] - mean objectness_loss: 0.056223 [2020-11-13 08:16:00,537][root][INFO] - mean pos_ratio: 0.128778 [2020-11-13 08:16:00,537][root][INFO] - mean sem_cls_loss: 0.328894 [2020-11-13 08:16:00,537][root][INFO] - mean size_cls_loss: 0.327738 [2020-11-13 08:16:00,537][root][INFO] - mean size_reg_loss: 0.025300 [2020-11-13 08:16:00,537][root][INFO] - mean vote_loss: 0.296996 [2020-11-13 08:16:53,506][root][INFO] - ---- batch: 070 ---- [2020-11-13 08:16:53,512][root][INFO] - mean box_loss: 0.267454 [2020-11-13 08:16:53,512][root][INFO] - mean center_loss: 0.049659 [2020-11-13 08:16:53,512][root][INFO] - mean heading_cls_loss: 0.902122 [2020-11-13 08:16:53,513][root][INFO] - mean heading_reg_loss: 0.062145 [2020-11-13 08:16:53,513][root][INFO] - mean loss: 6.326651 [2020-11-13 08:16:53,513][root][INFO] - mean neg_ratio: 0.738495 [2020-11-13 08:16:53,513][root][INFO] - mean obj_acc: 0.925363 [2020-11-13 08:16:53,513][root][INFO] - mean objectness_loss: 0.056498 [2020-11-13 08:16:53,513][root][INFO] - mean pos_ratio: 0.128070 [2020-11-13 08:16:53,513][root][INFO] - mean sem_cls_loss: 0.345585 [2020-11-13 08:16:53,513][root][INFO] - mean size_cls_loss: 0.344994 [2020-11-13 08:16:53,513][root][INFO] - mean size_reg_loss: 0.030939 [2020-11-13 08:16:53,513][root][INFO] - mean vote_loss: 0.302403 [2020-11-13 08:17:46,538][root][INFO] - ---- batch: 080 ---- [2020-11-13 08:17:46,545][root][INFO] - mean box_loss: 0.272160 [2020-11-13 08:17:46,545][root][INFO] - mean center_loss: 0.049018 [2020-11-13 08:17:46,545][root][INFO] - mean heading_cls_loss: 0.934269 [2020-11-13 08:17:46,546][root][INFO] - mean heading_reg_loss: 0.064196 [2020-11-13 08:17:46,546][root][INFO] - mean loss: 6.340941 [2020-11-13 08:17:46,546][root][INFO] - mean neg_ratio: 0.731525 [2020-11-13 08:17:46,546][root][INFO] - mean obj_acc: 0.923480 [2020-11-13 08:17:46,546][root][INFO] - mean objectness_loss: 0.061228 [2020-11-13 08:17:46,546][root][INFO] - mean pos_ratio: 0.128894 [2020-11-13 08:17:46,546][root][INFO] - mean sem_cls_loss: 0.388898 [2020-11-13 08:17:46,546][root][INFO] - mean size_cls_loss: 0.390147 [2020-11-13 08:17:46,546][root][INFO] - mean size_reg_loss: 0.026505 [2020-11-13 08:17:46,546][root][INFO] - mean vote_loss: 0.292430 [2020-11-13 08:18:03,129][root][INFO] - **** EPOCH 044 **** [2020-11-13 08:18:03,130][root][INFO] - Current learning rate: 0.001000 [2020-11-13 08:18:03,130][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 08:18:03,130][root][INFO] - 2020-11-13 08:18:03.130895 [2020-11-13 08:19:02,030][root][INFO] - ---- batch: 010 ---- [2020-11-13 08:19:02,035][root][INFO] - mean box_loss: 0.265720 [2020-11-13 08:19:02,035][root][INFO] - mean center_loss: 0.043699 [2020-11-13 08:19:02,036][root][INFO] - mean heading_cls_loss: 0.856787 [2020-11-13 08:19:02,036][root][INFO] - mean heading_reg_loss: 0.067854 [2020-11-13 08:19:02,036][root][INFO] - mean loss: 6.291861 [2020-11-13 08:19:02,036][root][INFO] - mean neg_ratio: 0.743732 [2020-11-13 08:19:02,036][root][INFO] - mean obj_acc: 0.925500 [2020-11-13 08:19:02,036][root][INFO] - mean objectness_loss: 0.060804 [2020-11-13 08:19:02,036][root][INFO] - mean pos_ratio: 0.119592 [2020-11-13 08:19:02,036][root][INFO] - mean sem_cls_loss: 0.397757 [2020-11-13 08:19:02,036][root][INFO] - mean size_cls_loss: 0.397595 [2020-11-13 08:19:02,036][root][INFO] - mean size_reg_loss: 0.028729 [2020-11-13 08:19:02,036][root][INFO] - mean vote_loss: 0.293289 [2020-11-13 08:19:57,724][root][INFO] - ---- batch: 020 ---- [2020-11-13 08:19:57,729][root][INFO] - mean box_loss: 0.275710 [2020-11-13 08:19:57,729][root][INFO] - mean center_loss: 0.055557 [2020-11-13 08:19:57,730][root][INFO] - mean heading_cls_loss: 0.956946 [2020-11-13 08:19:57,730][root][INFO] - mean heading_reg_loss: 0.063256 [2020-11-13 08:19:57,730][root][INFO] - mean loss: 6.553394 [2020-11-13 08:19:57,730][root][INFO] - mean neg_ratio: 0.742340 [2020-11-13 08:19:57,730][root][INFO] - mean obj_acc: 0.929676 [2020-11-13 08:19:57,730][root][INFO] - mean objectness_loss: 0.058341 [2020-11-13 08:19:57,730][root][INFO] - mean pos_ratio: 0.120959 [2020-11-13 08:19:57,730][root][INFO] - mean sem_cls_loss: 0.333633 [2020-11-13 08:19:57,730][root][INFO] - mean size_cls_loss: 0.334760 [2020-11-13 08:19:57,730][root][INFO] - mean size_reg_loss: 0.027726 [2020-11-13 08:19:57,730][root][INFO] - mean vote_loss: 0.317096 [2020-11-13 08:20:53,985][root][INFO] - ---- batch: 030 ---- [2020-11-13 08:20:53,991][root][INFO] - mean box_loss: 0.275313 [2020-11-13 08:20:53,992][root][INFO] - mean center_loss: 0.048986 [2020-11-13 08:20:53,992][root][INFO] - mean heading_cls_loss: 0.927405 [2020-11-13 08:20:53,992][root][INFO] - mean heading_reg_loss: 0.066076 [2020-11-13 08:20:53,992][root][INFO] - mean loss: 6.453791 [2020-11-13 08:20:53,992][root][INFO] - mean neg_ratio: 0.760193 [2020-11-13 08:20:53,992][root][INFO] - mean obj_acc: 0.937596 [2020-11-13 08:20:53,992][root][INFO] - mean objectness_loss: 0.052379 [2020-11-13 08:20:53,992][root][INFO] - mean pos_ratio: 0.110431 [2020-11-13 08:20:53,992][root][INFO] - mean sem_cls_loss: 0.365456 [2020-11-13 08:20:53,992][root][INFO] - mean size_cls_loss: 0.365809 [2020-11-13 08:20:53,992][root][INFO] - mean size_reg_loss: 0.030930 [2020-11-13 08:20:53,992][root][INFO] - mean vote_loss: 0.307331 [2020-11-13 08:21:47,409][root][INFO] - ---- batch: 040 ---- [2020-11-13 08:21:47,433][root][INFO] - mean box_loss: 0.246264 [2020-11-13 08:21:47,433][root][INFO] - mean center_loss: 0.042132 [2020-11-13 08:21:47,433][root][INFO] - mean heading_cls_loss: 0.876771 [2020-11-13 08:21:47,433][root][INFO] - mean heading_reg_loss: 0.054790 [2020-11-13 08:21:47,433][root][INFO] - mean loss: 5.895925 [2020-11-13 08:21:47,433][root][INFO] - mean neg_ratio: 0.745416 [2020-11-13 08:21:47,433][root][INFO] - mean obj_acc: 0.937669 [2020-11-13 08:21:47,433][root][INFO] - mean objectness_loss: 0.055474 [2020-11-13 08:21:47,433][root][INFO] - mean pos_ratio: 0.122784 [2020-11-13 08:21:47,433][root][INFO] - mean sem_cls_loss: 0.341298 [2020-11-13 08:21:47,433][root][INFO] - mean size_cls_loss: 0.341346 [2020-11-13 08:21:47,433][root][INFO] - mean size_reg_loss: 0.027530 [2020-11-13 08:21:47,433][root][INFO] - mean vote_loss: 0.281462 [2020-11-13 08:22:40,710][root][INFO] - ---- batch: 050 ---- [2020-11-13 08:22:40,715][root][INFO] - mean box_loss: 0.250707 [2020-11-13 08:22:40,716][root][INFO] - mean center_loss: 0.045169 [2020-11-13 08:22:40,718][root][INFO] - mean heading_cls_loss: 0.849993 [2020-11-13 08:22:40,718][root][INFO] - mean heading_reg_loss: 0.061611 [2020-11-13 08:22:40,718][root][INFO] - mean loss: 5.999262 [2020-11-13 08:22:40,718][root][INFO] - mean neg_ratio: 0.739783 [2020-11-13 08:22:40,718][root][INFO] - mean obj_acc: 0.934667 [2020-11-13 08:22:40,718][root][INFO] - mean objectness_loss: 0.051779 [2020-11-13 08:22:40,718][root][INFO] - mean pos_ratio: 0.126068 [2020-11-13 08:22:40,718][root][INFO] - mean sem_cls_loss: 0.328348 [2020-11-13 08:22:40,718][root][INFO] - mean size_cls_loss: 0.329121 [2020-11-13 08:22:40,718][root][INFO] - mean size_reg_loss: 0.026015 [2020-11-13 08:22:40,718][root][INFO] - mean vote_loss: 0.290494 [2020-11-13 08:23:36,401][root][INFO] - ---- batch: 060 ---- [2020-11-13 08:23:36,407][root][INFO] - mean box_loss: 0.284951 [2020-11-13 08:23:36,408][root][INFO] - mean center_loss: 0.060137 [2020-11-13 08:23:36,408][root][INFO] - mean heading_cls_loss: 0.944153 [2020-11-13 08:23:36,408][root][INFO] - mean heading_reg_loss: 0.063114 [2020-11-13 08:23:36,408][root][INFO] - mean loss: 6.516161 [2020-11-13 08:23:36,408][root][INFO] - mean neg_ratio: 0.761310 [2020-11-13 08:23:36,408][root][INFO] - mean obj_acc: 0.925606 [2020-11-13 08:23:36,408][root][INFO] - mean objectness_loss: 0.054097 [2020-11-13 08:23:36,408][root][INFO] - mean pos_ratio: 0.111829 [2020-11-13 08:23:36,408][root][INFO] - mean sem_cls_loss: 0.384949 [2020-11-13 08:23:36,408][root][INFO] - mean size_cls_loss: 0.385441 [2020-11-13 08:23:36,408][root][INFO] - mean size_reg_loss: 0.028740 [2020-11-13 08:23:36,408][root][INFO] - mean vote_loss: 0.301122 [2020-11-13 08:24:29,451][root][INFO] - ---- batch: 070 ---- [2020-11-13 08:24:29,458][root][INFO] - mean box_loss: 0.268275 [2020-11-13 08:24:29,458][root][INFO] - mean center_loss: 0.043620 [2020-11-13 08:24:29,458][root][INFO] - mean heading_cls_loss: 0.903437 [2020-11-13 08:24:29,458][root][INFO] - mean heading_reg_loss: 0.074686 [2020-11-13 08:24:29,458][root][INFO] - mean loss: 6.209735 [2020-11-13 08:24:29,458][root][INFO] - mean neg_ratio: 0.764648 [2020-11-13 08:24:29,459][root][INFO] - mean obj_acc: 0.937715 [2020-11-13 08:24:29,459][root][INFO] - mean objectness_loss: 0.054897 [2020-11-13 08:24:29,459][root][INFO] - mean pos_ratio: 0.112018 [2020-11-13 08:24:29,459][root][INFO] - mean sem_cls_loss: 0.335121 [2020-11-13 08:24:29,459][root][INFO] - mean size_cls_loss: 0.336600 [2020-11-13 08:24:29,459][root][INFO] - mean size_reg_loss: 0.025965 [2020-11-13 08:24:29,459][root][INFO] - mean vote_loss: 0.291738 [2020-11-13 08:25:21,779][root][INFO] - ---- batch: 080 ---- [2020-11-13 08:25:21,786][root][INFO] - mean box_loss: 0.256994 [2020-11-13 08:25:21,786][root][INFO] - mean center_loss: 0.047002 [2020-11-13 08:25:21,786][root][INFO] - mean heading_cls_loss: 0.874345 [2020-11-13 08:25:21,787][root][INFO] - mean heading_reg_loss: 0.061863 [2020-11-13 08:25:21,787][root][INFO] - mean loss: 6.159377 [2020-11-13 08:25:21,787][root][INFO] - mean neg_ratio: 0.747266 [2020-11-13 08:25:21,787][root][INFO] - mean obj_acc: 0.939045 [2020-11-13 08:25:21,787][root][INFO] - mean objectness_loss: 0.054605 [2020-11-13 08:25:21,787][root][INFO] - mean pos_ratio: 0.123926 [2020-11-13 08:25:21,787][root][INFO] - mean sem_cls_loss: 0.327924 [2020-11-13 08:25:21,787][root][INFO] - mean size_cls_loss: 0.327883 [2020-11-13 08:25:21,787][root][INFO] - mean size_reg_loss: 0.027906 [2020-11-13 08:25:21,787][root][INFO] - mean vote_loss: 0.298849 [2020-11-13 08:25:35,338][root][INFO] - Eval batch: 0 [2020-11-13 08:25:37,137][root][INFO] - Eval batch: 10 [2020-11-13 08:25:39,044][root][INFO] - Eval batch: 20 [2020-11-13 08:25:41,137][root][INFO] - Eval batch: 30 [2020-11-13 08:25:43,220][root][INFO] - Eval batch: 40 [2020-11-13 08:25:45,207][root][INFO] - Eval batch: 50 [2020-11-13 08:25:47,267][root][INFO] - Eval batch: 60 [2020-11-13 08:25:49,309][root][INFO] - Eval batch: 70 [2020-11-13 08:25:51,125][root][INFO] - 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Eval batch: 4400 [2020-11-13 08:40:00,533][root][INFO] - Eval batch: 4410 [2020-11-13 08:40:02,566][root][INFO] - Eval batch: 4420 [2020-11-13 08:40:04,656][root][INFO] - Eval batch: 4430 [2020-11-13 08:40:06,845][root][INFO] - Eval batch: 4440 [2020-11-13 08:40:09,080][root][INFO] - Eval batch: 4450 [2020-11-13 08:40:10,990][root][INFO] - Eval batch: 4460 [2020-11-13 08:40:12,976][root][INFO] - Eval batch: 4470 [2020-11-13 08:40:14,980][root][INFO] - Eval batch: 4480 [2020-11-13 08:40:16,881][root][INFO] - Eval batch: 4490 [2020-11-13 08:40:18,859][root][INFO] - Eval batch: 4500 [2020-11-13 08:40:20,831][root][INFO] - Eval batch: 4510 [2020-11-13 08:40:22,771][root][INFO] - Eval batch: 4520 [2020-11-13 08:40:24,791][root][INFO] - Eval batch: 4530 [2020-11-13 08:40:26,783][root][INFO] - Eval batch: 4540 [2020-11-13 08:40:28,739][root][INFO] - Eval batch: 4550 [2020-11-13 08:40:30,679][root][INFO] - Eval batch: 4560 [2020-11-13 08:40:32,616][root][INFO] - Eval batch: 4570 [2020-11-13 08:40:34,469][root][INFO] - Eval batch: 4580 [2020-11-13 08:40:36,379][root][INFO] - Eval batch: 4590 [2020-11-13 08:40:38,404][root][INFO] - Eval batch: 4600 [2020-11-13 08:40:40,359][root][INFO] - Eval batch: 4610 [2020-11-13 08:40:42,376][root][INFO] - Eval batch: 4620 [2020-11-13 08:40:44,588][root][INFO] - Eval batch: 4630 [2020-11-13 08:40:46,784][root][INFO] - Eval batch: 4640 [2020-11-13 08:40:48,892][root][INFO] - Eval batch: 4650 [2020-11-13 08:40:50,974][root][INFO] - Eval batch: 4660 [2020-11-13 08:40:53,083][root][INFO] - Eval batch: 4670 [2020-11-13 08:40:55,184][root][INFO] - Eval batch: 4680 [2020-11-13 08:40:57,108][root][INFO] - Eval batch: 4690 [2020-11-13 08:40:59,155][root][INFO] - Eval batch: 4700 [2020-11-13 08:41:01,278][root][INFO] - Eval batch: 4710 [2020-11-13 08:41:03,395][root][INFO] - Eval batch: 4720 [2020-11-13 08:41:05,596][root][INFO] - Eval batch: 4730 [2020-11-13 08:41:07,559][root][INFO] - Eval batch: 4740 [2020-11-13 08:41:09,619][root][INFO] - Eval batch: 4750 [2020-11-13 08:41:11,692][root][INFO] - Eval batch: 4760 [2020-11-13 08:41:13,531][root][INFO] - Eval batch: 4770 [2020-11-13 08:41:15,456][root][INFO] - Eval batch: 4780 [2020-11-13 08:41:17,536][root][INFO] - Eval batch: 4790 [2020-11-13 08:41:19,569][root][INFO] - Eval batch: 4800 [2020-11-13 08:41:21,603][root][INFO] - Eval batch: 4810 [2020-11-13 08:41:23,603][root][INFO] - Eval batch: 4820 [2020-11-13 08:41:25,623][root][INFO] - Eval batch: 4830 [2020-11-13 08:41:27,547][root][INFO] - Eval batch: 4840 [2020-11-13 08:41:29,304][root][INFO] - Eval batch: 4850 [2020-11-13 08:41:31,196][root][INFO] - Eval batch: 4860 [2020-11-13 08:41:33,077][root][INFO] - Eval batch: 4870 [2020-11-13 08:41:34,947][root][INFO] - Eval batch: 4880 [2020-11-13 08:41:37,302][root][INFO] - Eval batch: 4890 [2020-11-13 08:41:39,298][root][INFO] - Eval batch: 4900 [2020-11-13 08:41:41,270][root][INFO] - Eval batch: 4910 [2020-11-13 08:41:43,188][root][INFO] - Eval batch: 4920 [2020-11-13 08:41:45,106][root][INFO] - Eval batch: 4930 [2020-11-13 08:41:47,123][root][INFO] - Eval batch: 4940 [2020-11-13 08:41:49,321][root][INFO] - Eval batch: 4950 [2020-11-13 08:41:51,313][root][INFO] - Eval batch: 4960 [2020-11-13 08:41:53,457][root][INFO] - Eval batch: 4970 [2020-11-13 08:41:55,429][root][INFO] - Eval batch: 4980 [2020-11-13 08:41:57,517][root][INFO] - Eval batch: 4990 [2020-11-13 08:41:59,323][root][INFO] - Eval batch: 5000 [2020-11-13 08:42:01,170][root][INFO] - Eval batch: 5010 [2020-11-13 08:42:02,984][root][INFO] - Eval batch: 5020 [2020-11-13 08:42:04,855][root][INFO] - Eval batch: 5030 [2020-11-13 08:42:06,669][root][INFO] - Eval batch: 5040 [2020-11-13 08:42:08,873][root][INFO] - eval mean box_loss: 0.256589 [2020-11-13 08:42:08,873][root][INFO] - eval mean center_loss: 0.045267 [2020-11-13 08:42:08,874][root][INFO] - eval mean heading_cls_loss: 0.837495 [2020-11-13 08:42:08,874][root][INFO] - eval mean heading_reg_loss: 0.052316 [2020-11-13 08:42:08,875][root][INFO] - eval mean loss: 6.022637 [2020-11-13 08:42:08,875][root][INFO] - eval mean neg_ratio: 0.717043 [2020-11-13 08:42:08,875][root][INFO] - eval mean obj_acc: 0.905741 [2020-11-13 08:42:08,876][root][INFO] - eval mean objectness_loss: 0.077516 [2020-11-13 08:42:08,876][root][INFO] - eval mean pos_ratio: 0.137775 [2020-11-13 08:42:08,876][root][INFO] - eval mean sem_cls_loss: 0.478544 [2020-11-13 08:42:08,877][root][INFO] - eval mean size_cls_loss: 0.478642 [2020-11-13 08:42:08,877][root][INFO] - eval mean size_reg_loss: 0.027393 [2020-11-13 08:42:08,877][root][INFO] - eval mean vote_loss: 0.259062 [2020-11-13 08:43:10,327][root][INFO] - eval bed Average Precision: 0.427952 [2020-11-13 08:43:10,328][root][INFO] - eval table Average Precision: 0.109850 [2020-11-13 08:43:10,328][root][INFO] - eval sofa Average Precision: 0.404352 [2020-11-13 08:43:10,328][root][INFO] - eval chair Average Precision: 0.323691 [2020-11-13 08:43:10,328][root][INFO] - eval toilet Average Precision: 0.261671 [2020-11-13 08:43:10,328][root][INFO] - eval desk Average Precision: 0.020551 [2020-11-13 08:43:10,328][root][INFO] - eval dresser Average Precision: 0.068146 [2020-11-13 08:43:10,328][root][INFO] - eval night_stand Average Precision: 0.151144 [2020-11-13 08:43:10,328][root][INFO] - eval bookshelf Average Precision: 0.007901 [2020-11-13 08:43:10,328][root][INFO] - eval bathtub Average Precision: 0.145363 [2020-11-13 08:43:10,329][root][INFO] - eval mAP: 0.192062 [2020-11-13 08:43:10,329][root][INFO] - eval bed Recall: 0.589319 [2020-11-13 08:43:10,329][root][INFO] - eval table Recall: 0.298160 [2020-11-13 08:43:10,329][root][INFO] - eval sofa Recall: 0.591549 [2020-11-13 08:43:10,329][root][INFO] - eval chair Recall: 0.520035 [2020-11-13 08:43:10,329][root][INFO] - eval toilet Recall: 0.490066 [2020-11-13 08:43:10,329][root][INFO] - eval desk Recall: 0.198721 [2020-11-13 08:43:10,329][root][INFO] - eval dresser Recall: 0.314815 [2020-11-13 08:43:10,329][root][INFO] - eval night_stand Recall: 0.350394 [2020-11-13 08:43:10,329][root][INFO] - eval bookshelf Recall: 0.083612 [2020-11-13 08:43:10,329][root][INFO] - eval bathtub Recall: 0.307692 [2020-11-13 08:43:10,329][root][INFO] - eval AR: 0.374436 [2020-11-13 08:43:10,330][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 08:43:14,437][root][INFO] - **** EPOCH 045 **** [2020-11-13 08:43:14,439][root][INFO] - Current learning rate: 0.001000 [2020-11-13 08:43:14,439][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 08:43:14,439][root][INFO] - 2020-11-13 08:43:14.439613 [2020-11-13 08:44:17,646][root][INFO] - ---- batch: 010 ---- [2020-11-13 08:44:17,652][root][INFO] - mean box_loss: 0.238916 [2020-11-13 08:44:17,652][root][INFO] - mean center_loss: 0.037728 [2020-11-13 08:44:17,652][root][INFO] - mean heading_cls_loss: 0.833259 [2020-11-13 08:44:17,652][root][INFO] - mean heading_reg_loss: 0.061503 [2020-11-13 08:44:17,652][root][INFO] - mean loss: 5.730309 [2020-11-13 08:44:17,652][root][INFO] - mean neg_ratio: 0.726025 [2020-11-13 08:44:17,652][root][INFO] - mean obj_acc: 0.929916 [2020-11-13 08:44:17,652][root][INFO] - mean objectness_loss: 0.055888 [2020-11-13 08:44:17,652][root][INFO] - mean pos_ratio: 0.134790 [2020-11-13 08:44:17,652][root][INFO] - mean sem_cls_loss: 0.310379 [2020-11-13 08:44:17,652][root][INFO] - mean size_cls_loss: 0.311134 [2020-11-13 08:44:17,652][root][INFO] - mean size_reg_loss: 0.025245 [2020-11-13 08:44:17,652][root][INFO] - mean vote_loss: 0.275133 [2020-11-13 08:45:12,637][root][INFO] - ---- batch: 020 ---- [2020-11-13 08:45:12,642][root][INFO] - mean box_loss: 0.254634 [2020-11-13 08:45:12,642][root][INFO] - mean center_loss: 0.045510 [2020-11-13 08:45:12,642][root][INFO] - mean heading_cls_loss: 0.862124 [2020-11-13 08:45:12,643][root][INFO] - mean heading_reg_loss: 0.059774 [2020-11-13 08:45:12,643][root][INFO] - mean loss: 5.767395 [2020-11-13 08:45:12,643][root][INFO] - mean neg_ratio: 0.747296 [2020-11-13 08:45:12,643][root][INFO] - mean obj_acc: 0.925047 [2020-11-13 08:45:12,643][root][INFO] - mean objectness_loss: 0.053462 [2020-11-13 08:45:12,643][root][INFO] - mean pos_ratio: 0.125311 [2020-11-13 08:45:12,643][root][INFO] - mean sem_cls_loss: 0.355348 [2020-11-13 08:45:12,643][root][INFO] - mean size_cls_loss: 0.354510 [2020-11-13 08:45:12,643][root][INFO] - mean size_reg_loss: 0.027686 [2020-11-13 08:45:12,643][root][INFO] - mean vote_loss: 0.259840 [2020-11-13 08:46:06,884][root][INFO] - ---- batch: 030 ---- [2020-11-13 08:46:06,890][root][INFO] - mean box_loss: 0.262590 [2020-11-13 08:46:06,890][root][INFO] - mean center_loss: 0.052430 [2020-11-13 08:46:06,890][root][INFO] - mean heading_cls_loss: 0.937220 [2020-11-13 08:46:06,890][root][INFO] - mean heading_reg_loss: 0.054381 [2020-11-13 08:46:06,890][root][INFO] - mean loss: 6.138629 [2020-11-13 08:46:06,890][root][INFO] - mean neg_ratio: 0.750623 [2020-11-13 08:46:06,890][root][INFO] - mean obj_acc: 0.933609 [2020-11-13 08:46:06,890][root][INFO] - mean objectness_loss: 0.053830 [2020-11-13 08:46:06,890][root][INFO] - mean pos_ratio: 0.122485 [2020-11-13 08:46:06,890][root][INFO] - mean sem_cls_loss: 0.336153 [2020-11-13 08:46:06,890][root][INFO] - mean size_cls_loss: 0.336492 [2020-11-13 08:46:06,890][root][INFO] - mean size_reg_loss: 0.028407 [2020-11-13 08:46:06,891][root][INFO] - mean vote_loss: 0.290743 [2020-11-13 08:46:59,608][root][INFO] - ---- batch: 040 ---- [2020-11-13 08:46:59,613][root][INFO] - mean box_loss: 0.255296 [2020-11-13 08:46:59,614][root][INFO] - mean center_loss: 0.045773 [2020-11-13 08:46:59,614][root][INFO] - mean heading_cls_loss: 0.915951 [2020-11-13 08:46:59,614][root][INFO] - mean heading_reg_loss: 0.060516 [2020-11-13 08:46:59,614][root][INFO] - mean loss: 6.000605 [2020-11-13 08:46:59,614][root][INFO] - mean neg_ratio: 0.766650 [2020-11-13 08:46:59,614][root][INFO] - mean obj_acc: 0.942438 [2020-11-13 08:46:59,614][root][INFO] - mean objectness_loss: 0.048632 [2020-11-13 08:46:59,614][root][INFO] - mean pos_ratio: 0.112494 [2020-11-13 08:46:59,614][root][INFO] - mean sem_cls_loss: 0.303497 [2020-11-13 08:46:59,614][root][INFO] - mean size_cls_loss: 0.304290 [2020-11-13 08:46:59,614][root][INFO] - mean size_reg_loss: 0.026983 [2020-11-13 08:46:59,614][root][INFO] - mean vote_loss: 0.290099 [2020-11-13 08:47:52,819][root][INFO] - ---- batch: 050 ---- [2020-11-13 08:47:52,825][root][INFO] - mean box_loss: 0.259995 [2020-11-13 08:47:52,827][root][INFO] - mean center_loss: 0.041855 [2020-11-13 08:47:52,827][root][INFO] - mean heading_cls_loss: 0.926425 [2020-11-13 08:47:52,827][root][INFO] - mean heading_reg_loss: 0.066020 [2020-11-13 08:47:52,827][root][INFO] - mean loss: 6.133914 [2020-11-13 08:47:52,827][root][INFO] - mean neg_ratio: 0.757361 [2020-11-13 08:47:52,828][root][INFO] - mean obj_acc: 0.938931 [2020-11-13 08:47:52,828][root][INFO] - mean objectness_loss: 0.051176 [2020-11-13 08:47:52,828][root][INFO] - mean pos_ratio: 0.116229 [2020-11-13 08:47:52,828][root][INFO] - mean sem_cls_loss: 0.324354 [2020-11-13 08:47:52,828][root][INFO] - mean size_cls_loss: 0.324283 [2020-11-13 08:47:52,828][root][INFO] - mean size_reg_loss: 0.027049 [2020-11-13 08:47:52,828][root][INFO] - mean vote_loss: 0.295373 [2020-11-13 08:48:46,686][root][INFO] - ---- batch: 060 ---- [2020-11-13 08:48:46,691][root][INFO] - mean box_loss: 0.256295 [2020-11-13 08:48:46,691][root][INFO] - mean center_loss: 0.049746 [2020-11-13 08:48:46,691][root][INFO] - mean heading_cls_loss: 0.856018 [2020-11-13 08:48:46,692][root][INFO] - mean heading_reg_loss: 0.062151 [2020-11-13 08:48:46,692][root][INFO] - mean loss: 5.993232 [2020-11-13 08:48:46,692][root][INFO] - mean neg_ratio: 0.763873 [2020-11-13 08:48:46,692][root][INFO] - mean obj_acc: 0.932946 [2020-11-13 08:48:46,692][root][INFO] - mean objectness_loss: 0.053206 [2020-11-13 08:48:46,692][root][INFO] - mean pos_ratio: 0.113586 [2020-11-13 08:48:46,692][root][INFO] - mean sem_cls_loss: 0.316215 [2020-11-13 08:48:46,692][root][INFO] - mean size_cls_loss: 0.315679 [2020-11-13 08:48:46,692][root][INFO] - mean size_reg_loss: 0.027228 [2020-11-13 08:48:46,692][root][INFO] - mean vote_loss: 0.284804 [2020-11-13 08:49:38,849][root][INFO] - ---- batch: 070 ---- [2020-11-13 08:49:38,855][root][INFO] - mean box_loss: 0.259788 [2020-11-13 08:49:38,856][root][INFO] - mean center_loss: 0.052113 [2020-11-13 08:49:38,856][root][INFO] - mean heading_cls_loss: 0.846488 [2020-11-13 08:49:38,856][root][INFO] - mean heading_reg_loss: 0.067845 [2020-11-13 08:49:38,856][root][INFO] - mean loss: 6.165499 [2020-11-13 08:49:38,856][root][INFO] - mean neg_ratio: 0.752032 [2020-11-13 08:49:38,856][root][INFO] - mean obj_acc: 0.936862 [2020-11-13 08:49:38,856][root][INFO] - mean objectness_loss: 0.053354 [2020-11-13 08:49:38,857][root][INFO] - mean pos_ratio: 0.122443 [2020-11-13 08:49:38,857][root][INFO] - mean sem_cls_loss: 0.321325 [2020-11-13 08:49:38,857][root][INFO] - mean size_cls_loss: 0.320576 [2020-11-13 08:49:38,857][root][INFO] - mean size_reg_loss: 0.023123 [2020-11-13 08:49:38,857][root][INFO] - mean vote_loss: 0.297953 [2020-11-13 08:50:33,926][root][INFO] - ---- batch: 080 ---- [2020-11-13 08:50:33,932][root][INFO] - mean box_loss: 0.254695 [2020-11-13 08:50:33,934][root][INFO] - mean center_loss: 0.052906 [2020-11-13 08:50:33,934][root][INFO] - mean heading_cls_loss: 0.903961 [2020-11-13 08:50:33,934][root][INFO] - mean heading_reg_loss: 0.050825 [2020-11-13 08:50:33,934][root][INFO] - mean loss: 6.352525 [2020-11-13 08:50:33,935][root][INFO] - mean neg_ratio: 0.763208 [2020-11-13 08:50:33,935][root][INFO] - mean obj_acc: 0.936684 [2020-11-13 08:50:33,935][root][INFO] - mean objectness_loss: 0.050067 [2020-11-13 08:50:33,935][root][INFO] - mean pos_ratio: 0.109039 [2020-11-13 08:50:33,935][root][INFO] - mean sem_cls_loss: 0.340929 [2020-11-13 08:50:33,935][root][INFO] - mean size_cls_loss: 0.341180 [2020-11-13 08:50:33,935][root][INFO] - mean size_reg_loss: 0.026450 [2020-11-13 08:50:33,935][root][INFO] - mean vote_loss: 0.321431 [2020-11-13 08:50:55,450][root][INFO] - **** EPOCH 046 **** [2020-11-13 08:50:55,451][root][INFO] - Current learning rate: 0.001000 [2020-11-13 08:50:55,452][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 08:50:55,452][root][INFO] - 2020-11-13 08:50:55.452085 [2020-11-13 08:51:55,779][root][INFO] - ---- batch: 010 ---- [2020-11-13 08:51:55,902][root][INFO] - mean box_loss: 0.255053 [2020-11-13 08:51:55,902][root][INFO] - mean center_loss: 0.048863 [2020-11-13 08:51:55,902][root][INFO] - mean heading_cls_loss: 0.907997 [2020-11-13 08:51:55,902][root][INFO] - mean heading_reg_loss: 0.053168 [2020-11-13 08:51:55,902][root][INFO] - mean loss: 5.980098 [2020-11-13 08:51:55,902][root][INFO] - mean neg_ratio: 0.761029 [2020-11-13 08:51:55,902][root][INFO] - mean obj_acc: 0.925629 [2020-11-13 08:51:55,902][root][INFO] - mean objectness_loss: 0.056042 [2020-11-13 08:51:55,902][root][INFO] - mean pos_ratio: 0.119952 [2020-11-13 08:51:55,902][root][INFO] - mean sem_cls_loss: 0.338483 [2020-11-13 08:51:55,902][root][INFO] - mean size_cls_loss: 0.337501 [2020-11-13 08:51:55,902][root][INFO] - mean size_reg_loss: 0.028473 [2020-11-13 08:51:55,902][root][INFO] - mean vote_loss: 0.281087 [2020-11-13 08:52:50,413][root][INFO] - ---- batch: 020 ---- [2020-11-13 08:52:50,445][root][INFO] - mean box_loss: 0.262009 [2020-11-13 08:52:50,445][root][INFO] - mean center_loss: 0.053479 [2020-11-13 08:52:50,445][root][INFO] - mean heading_cls_loss: 0.876419 [2020-11-13 08:52:50,446][root][INFO] - mean heading_reg_loss: 0.057156 [2020-11-13 08:52:50,446][root][INFO] - mean loss: 6.391783 [2020-11-13 08:52:50,446][root][INFO] - mean neg_ratio: 0.746960 [2020-11-13 08:52:50,446][root][INFO] - mean obj_acc: 0.926878 [2020-11-13 08:52:50,446][root][INFO] - mean objectness_loss: 0.058807 [2020-11-13 08:52:50,446][root][INFO] - mean pos_ratio: 0.121075 [2020-11-13 08:52:50,446][root][INFO] - mean sem_cls_loss: 0.376501 [2020-11-13 08:52:50,446][root][INFO] - mean size_cls_loss: 0.377582 [2020-11-13 08:52:50,446][root][INFO] - mean size_reg_loss: 0.025974 [2020-11-13 08:52:50,446][root][INFO] - mean vote_loss: 0.310116 [2020-11-13 08:53:43,126][root][INFO] - ---- batch: 030 ---- [2020-11-13 08:53:43,148][root][INFO] - mean box_loss: 0.269513 [2020-11-13 08:53:43,149][root][INFO] - mean center_loss: 0.045258 [2020-11-13 08:53:43,149][root][INFO] - mean heading_cls_loss: 0.969788 [2020-11-13 08:53:43,149][root][INFO] - mean heading_reg_loss: 0.062735 [2020-11-13 08:53:43,149][root][INFO] - mean loss: 6.256803 [2020-11-13 08:53:43,149][root][INFO] - mean neg_ratio: 0.745929 [2020-11-13 08:53:43,149][root][INFO] - mean obj_acc: 0.931906 [2020-11-13 08:53:43,149][root][INFO] - mean objectness_loss: 0.056435 [2020-11-13 08:53:43,149][root][INFO] - mean pos_ratio: 0.121521 [2020-11-13 08:53:43,149][root][INFO] - mean sem_cls_loss: 0.361947 [2020-11-13 08:53:43,149][root][INFO] - mean size_cls_loss: 0.364287 [2020-11-13 08:53:43,149][root][INFO] - mean size_reg_loss: 0.028113 [2020-11-13 08:53:43,150][root][INFO] - mean vote_loss: 0.291755 [2020-11-13 08:54:37,705][root][INFO] - ---- batch: 040 ---- [2020-11-13 08:54:37,711][root][INFO] - mean box_loss: 0.260416 [2020-11-13 08:54:37,711][root][INFO] - mean center_loss: 0.045689 [2020-11-13 08:54:37,711][root][INFO] - mean heading_cls_loss: 0.909972 [2020-11-13 08:54:37,711][root][INFO] - mean heading_reg_loss: 0.061879 [2020-11-13 08:54:37,711][root][INFO] - mean loss: 5.953174 [2020-11-13 08:54:37,711][root][INFO] - mean neg_ratio: 0.732751 [2020-11-13 08:54:37,711][root][INFO] - mean obj_acc: 0.943697 [2020-11-13 08:54:37,711][root][INFO] - mean objectness_loss: 0.048998 [2020-11-13 08:54:37,711][root][INFO] - mean pos_ratio: 0.129089 [2020-11-13 08:54:37,711][root][INFO] - mean sem_cls_loss: 0.330462 [2020-11-13 08:54:37,711][root][INFO] - mean size_cls_loss: 0.330304 [2020-11-13 08:54:37,711][root][INFO] - mean size_reg_loss: 0.028819 [2020-11-13 08:54:37,711][root][INFO] - mean vote_loss: 0.277357 [2020-11-13 08:55:32,067][root][INFO] - ---- batch: 050 ---- [2020-11-13 08:55:32,072][root][INFO] - mean box_loss: 0.269440 [2020-11-13 08:55:32,073][root][INFO] - mean center_loss: 0.047749 [2020-11-13 08:55:32,073][root][INFO] - mean heading_cls_loss: 0.931703 [2020-11-13 08:55:32,074][root][INFO] - mean heading_reg_loss: 0.060685 [2020-11-13 08:55:32,074][root][INFO] - mean loss: 6.387941 [2020-11-13 08:55:32,074][root][INFO] - mean neg_ratio: 0.758026 [2020-11-13 08:55:32,074][root][INFO] - mean obj_acc: 0.927079 [2020-11-13 08:55:32,074][root][INFO] - mean objectness_loss: 0.056672 [2020-11-13 08:55:32,074][root][INFO] - mean pos_ratio: 0.116656 [2020-11-13 08:55:32,074][root][INFO] - mean sem_cls_loss: 0.387374 [2020-11-13 08:55:32,074][root][INFO] - mean size_cls_loss: 0.387611 [2020-11-13 08:55:32,074][root][INFO] - mean size_reg_loss: 0.029075 [2020-11-13 08:55:32,074][root][INFO] - mean vote_loss: 0.302280 [2020-11-13 08:56:25,141][root][INFO] - ---- batch: 060 ---- [2020-11-13 08:56:25,145][root][INFO] - mean box_loss: 0.256467 [2020-11-13 08:56:25,146][root][INFO] - mean center_loss: 0.048653 [2020-11-13 08:56:25,146][root][INFO] - mean heading_cls_loss: 0.858480 [2020-11-13 08:56:25,146][root][INFO] - mean heading_reg_loss: 0.058567 [2020-11-13 08:56:25,146][root][INFO] - mean loss: 6.318271 [2020-11-13 08:56:25,146][root][INFO] - mean neg_ratio: 0.752905 [2020-11-13 08:56:25,146][root][INFO] - mean obj_acc: 0.927735 [2020-11-13 08:56:25,147][root][INFO] - mean objectness_loss: 0.053869 [2020-11-13 08:56:25,147][root][INFO] - mean pos_ratio: 0.119501 [2020-11-13 08:56:25,147][root][INFO] - mean sem_cls_loss: 0.383002 [2020-11-13 08:56:25,147][root][INFO] - mean size_cls_loss: 0.383039 [2020-11-13 08:56:25,147][root][INFO] - mean size_reg_loss: 0.025095 [2020-11-13 08:56:25,147][root][INFO] - mean vote_loss: 0.310126 [2020-11-13 08:57:20,178][root][INFO] - ---- batch: 070 ---- [2020-11-13 08:57:20,186][root][INFO] - mean box_loss: 0.264363 [2020-11-13 08:57:20,186][root][INFO] - mean center_loss: 0.049608 [2020-11-13 08:57:20,186][root][INFO] - mean heading_cls_loss: 0.890687 [2020-11-13 08:57:20,186][root][INFO] - mean heading_reg_loss: 0.062273 [2020-11-13 08:57:20,187][root][INFO] - mean loss: 6.228778 [2020-11-13 08:57:20,187][root][INFO] - mean neg_ratio: 0.760370 [2020-11-13 08:57:20,187][root][INFO] - mean obj_acc: 0.928980 [2020-11-13 08:57:20,187][root][INFO] - mean objectness_loss: 0.053585 [2020-11-13 08:57:20,187][root][INFO] - mean pos_ratio: 0.112762 [2020-11-13 08:57:20,187][root][INFO] - mean sem_cls_loss: 0.357783 [2020-11-13 08:57:20,187][root][INFO] - mean size_cls_loss: 0.356276 [2020-11-13 08:57:20,187][root][INFO] - mean size_reg_loss: 0.027786 [2020-11-13 08:57:20,187][root][INFO] - mean vote_loss: 0.295944 [2020-11-13 08:58:12,495][root][INFO] - ---- batch: 080 ---- [2020-11-13 08:58:12,504][root][INFO] - mean box_loss: 0.267333 [2020-11-13 08:58:12,505][root][INFO] - mean center_loss: 0.046349 [2020-11-13 08:58:12,506][root][INFO] - mean heading_cls_loss: 0.919218 [2020-11-13 08:58:12,506][root][INFO] - mean heading_reg_loss: 0.065998 [2020-11-13 08:58:12,506][root][INFO] - mean loss: 6.461376 [2020-11-13 08:58:12,506][root][INFO] - mean neg_ratio: 0.748975 [2020-11-13 08:58:12,506][root][INFO] - mean obj_acc: 0.934192 [2020-11-13 08:58:12,507][root][INFO] - mean objectness_loss: 0.060434 [2020-11-13 08:58:12,507][root][INFO] - mean pos_ratio: 0.121503 [2020-11-13 08:58:12,507][root][INFO] - mean sem_cls_loss: 0.371182 [2020-11-13 08:58:12,507][root][INFO] - mean size_cls_loss: 0.371798 [2020-11-13 08:58:12,507][root][INFO] - mean size_reg_loss: 0.025885 [2020-11-13 08:58:12,507][root][INFO] - mean vote_loss: 0.311469 [2020-11-13 08:58:27,772][root][INFO] - **** EPOCH 047 **** [2020-11-13 08:58:27,773][root][INFO] - Current learning rate: 0.001000 [2020-11-13 08:58:27,773][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 08:58:27,773][root][INFO] - 2020-11-13 08:58:27.773785 [2020-11-13 08:59:29,534][root][INFO] - ---- batch: 010 ---- [2020-11-13 08:59:29,624][root][INFO] - mean box_loss: 0.253739 [2020-11-13 08:59:29,625][root][INFO] - mean center_loss: 0.046892 [2020-11-13 08:59:29,625][root][INFO] - mean heading_cls_loss: 0.930209 [2020-11-13 08:59:29,625][root][INFO] - mean heading_reg_loss: 0.055254 [2020-11-13 08:59:29,625][root][INFO] - mean loss: 6.054123 [2020-11-13 08:59:29,625][root][INFO] - mean neg_ratio: 0.758246 [2020-11-13 08:59:29,625][root][INFO] - mean obj_acc: 0.929419 [2020-11-13 08:59:29,625][root][INFO] - mean objectness_loss: 0.052400 [2020-11-13 08:59:29,625][root][INFO] - mean pos_ratio: 0.116888 [2020-11-13 08:59:29,625][root][INFO] - mean sem_cls_loss: 0.349539 [2020-11-13 08:59:29,625][root][INFO] - mean size_cls_loss: 0.348993 [2020-11-13 08:59:29,625][root][INFO] - mean size_reg_loss: 0.023673 [2020-11-13 08:59:29,625][root][INFO] - mean vote_loss: 0.290519 [2020-11-13 09:00:22,775][root][INFO] - ---- batch: 020 ---- [2020-11-13 09:00:22,781][root][INFO] - mean box_loss: 0.246671 [2020-11-13 09:00:22,781][root][INFO] - mean center_loss: 0.040802 [2020-11-13 09:00:22,781][root][INFO] - mean heading_cls_loss: 0.890000 [2020-11-13 09:00:22,781][root][INFO] - mean heading_reg_loss: 0.054630 [2020-11-13 09:00:22,781][root][INFO] - mean loss: 5.853692 [2020-11-13 09:00:22,781][root][INFO] - mean neg_ratio: 0.735248 [2020-11-13 09:00:22,781][root][INFO] - mean obj_acc: 0.936286 [2020-11-13 09:00:22,781][root][INFO] - mean objectness_loss: 0.056500 [2020-11-13 09:00:22,781][root][INFO] - mean pos_ratio: 0.129108 [2020-11-13 09:00:22,782][root][INFO] - mean sem_cls_loss: 0.335728 [2020-11-13 09:00:22,782][root][INFO] - mean size_cls_loss: 0.337110 [2020-11-13 09:00:22,782][root][INFO] - mean size_reg_loss: 0.028528 [2020-11-13 09:00:22,782][root][INFO] - mean vote_loss: 0.276875 [2020-11-13 09:01:17,350][root][INFO] - ---- batch: 030 ---- [2020-11-13 09:01:17,355][root][INFO] - mean box_loss: 0.250799 [2020-11-13 09:01:17,355][root][INFO] - mean center_loss: 0.049348 [2020-11-13 09:01:17,355][root][INFO] - mean heading_cls_loss: 0.847103 [2020-11-13 09:01:17,355][root][INFO] - mean heading_reg_loss: 0.061378 [2020-11-13 09:01:17,355][root][INFO] - mean loss: 5.954689 [2020-11-13 09:01:17,355][root][INFO] - mean neg_ratio: 0.757343 [2020-11-13 09:01:17,356][root][INFO] - mean obj_acc: 0.932760 [2020-11-13 09:01:17,356][root][INFO] - mean objectness_loss: 0.052587 [2020-11-13 09:01:17,356][root][INFO] - mean pos_ratio: 0.116418 [2020-11-13 09:01:17,356][root][INFO] - mean sem_cls_loss: 0.325613 [2020-11-13 09:01:17,356][root][INFO] - mean size_cls_loss: 0.324628 [2020-11-13 09:01:17,356][root][INFO] - mean size_reg_loss: 0.022900 [2020-11-13 09:01:17,356][root][INFO] - mean vote_loss: 0.285815 [2020-11-13 09:02:10,739][root][INFO] - ---- batch: 040 ---- [2020-11-13 09:02:10,744][root][INFO] - mean box_loss: 0.248719 [2020-11-13 09:02:10,745][root][INFO] - mean center_loss: 0.045947 [2020-11-13 09:02:10,745][root][INFO] - mean heading_cls_loss: 0.916699 [2020-11-13 09:02:10,745][root][INFO] - mean heading_reg_loss: 0.051549 [2020-11-13 09:02:10,745][root][INFO] - mean loss: 6.042008 [2020-11-13 09:02:10,745][root][INFO] - mean neg_ratio: 0.751556 [2020-11-13 09:02:10,745][root][INFO] - mean obj_acc: 0.936523 [2020-11-13 09:02:10,745][root][INFO] - mean objectness_loss: 0.051154 [2020-11-13 09:02:10,745][root][INFO] - mean pos_ratio: 0.122736 [2020-11-13 09:02:10,745][root][INFO] - mean sem_cls_loss: 0.343603 [2020-11-13 09:02:10,745][root][INFO] - mean size_cls_loss: 0.344723 [2020-11-13 09:02:10,745][root][INFO] - mean size_reg_loss: 0.025081 [2020-11-13 09:02:10,745][root][INFO] - mean vote_loss: 0.295544 [2020-11-13 09:03:06,219][root][INFO] - ---- batch: 050 ---- [2020-11-13 09:03:06,225][root][INFO] - mean box_loss: 0.259488 [2020-11-13 09:03:06,225][root][INFO] - mean center_loss: 0.044481 [2020-11-13 09:03:06,225][root][INFO] - mean heading_cls_loss: 0.895656 [2020-11-13 09:03:06,226][root][INFO] - mean heading_reg_loss: 0.064018 [2020-11-13 09:03:06,226][root][INFO] - mean loss: 6.000137 [2020-11-13 09:03:06,226][root][INFO] - mean neg_ratio: 0.763519 [2020-11-13 09:03:06,226][root][INFO] - mean obj_acc: 0.935083 [2020-11-13 09:03:06,226][root][INFO] - mean objectness_loss: 0.055065 [2020-11-13 09:03:06,226][root][INFO] - mean pos_ratio: 0.114771 [2020-11-13 09:03:06,226][root][INFO] - mean sem_cls_loss: 0.337924 [2020-11-13 09:03:06,226][root][INFO] - mean size_cls_loss: 0.337379 [2020-11-13 09:03:06,226][root][INFO] - mean size_reg_loss: 0.027685 [2020-11-13 09:03:06,226][root][INFO] - mean vote_loss: 0.279201 [2020-11-13 09:03:59,556][root][INFO] - ---- batch: 060 ---- [2020-11-13 09:03:59,564][root][INFO] - mean box_loss: 0.265605 [2020-11-13 09:03:59,564][root][INFO] - mean center_loss: 0.053237 [2020-11-13 09:03:59,564][root][INFO] - mean heading_cls_loss: 0.884018 [2020-11-13 09:03:59,564][root][INFO] - mean heading_reg_loss: 0.059206 [2020-11-13 09:03:59,564][root][INFO] - mean loss: 6.382029 [2020-11-13 09:03:59,565][root][INFO] - mean neg_ratio: 0.738733 [2020-11-13 09:03:59,565][root][INFO] - mean obj_acc: 0.936739 [2020-11-13 09:03:59,565][root][INFO] - mean objectness_loss: 0.055847 [2020-11-13 09:03:59,565][root][INFO] - mean pos_ratio: 0.126086 [2020-11-13 09:03:59,565][root][INFO] - mean sem_cls_loss: 0.334616 [2020-11-13 09:03:59,565][root][INFO] - mean size_cls_loss: 0.334067 [2020-11-13 09:03:59,565][root][INFO] - mean size_reg_loss: 0.031354 [2020-11-13 09:03:59,565][root][INFO] - mean vote_loss: 0.311213 [2020-11-13 09:04:53,925][root][INFO] - ---- batch: 070 ---- [2020-11-13 09:04:53,932][root][INFO] - mean box_loss: 0.258414 [2020-11-13 09:04:53,932][root][INFO] - mean center_loss: 0.042788 [2020-11-13 09:04:53,932][root][INFO] - mean heading_cls_loss: 0.903228 [2020-11-13 09:04:53,932][root][INFO] - mean heading_reg_loss: 0.064915 [2020-11-13 09:04:53,932][root][INFO] - mean loss: 6.118644 [2020-11-13 09:04:53,932][root][INFO] - mean neg_ratio: 0.742944 [2020-11-13 09:04:53,933][root][INFO] - mean obj_acc: 0.926453 [2020-11-13 09:04:53,933][root][INFO] - mean objectness_loss: 0.053595 [2020-11-13 09:04:53,933][root][INFO] - mean pos_ratio: 0.125537 [2020-11-13 09:04:53,933][root][INFO] - mean sem_cls_loss: 0.334298 [2020-11-13 09:04:53,933][root][INFO] - mean size_cls_loss: 0.333612 [2020-11-13 09:04:53,933][root][INFO] - mean size_reg_loss: 0.027027 [2020-11-13 09:04:53,933][root][INFO] - mean vote_loss: 0.293223 [2020-11-13 09:05:46,830][root][INFO] - ---- batch: 080 ---- [2020-11-13 09:05:46,838][root][INFO] - mean box_loss: 0.256741 [2020-11-13 09:05:46,838][root][INFO] - mean center_loss: 0.045881 [2020-11-13 09:05:46,838][root][INFO] - mean heading_cls_loss: 0.905988 [2020-11-13 09:05:46,838][root][INFO] - mean heading_reg_loss: 0.059332 [2020-11-13 09:05:46,838][root][INFO] - mean loss: 5.984988 [2020-11-13 09:05:46,839][root][INFO] - mean neg_ratio: 0.726855 [2020-11-13 09:05:46,839][root][INFO] - mean obj_acc: 0.940266 [2020-11-13 09:05:46,839][root][INFO] - mean objectness_loss: 0.053453 [2020-11-13 09:05:46,839][root][INFO] - mean pos_ratio: 0.137781 [2020-11-13 09:05:46,839][root][INFO] - mean sem_cls_loss: 0.355490 [2020-11-13 09:05:46,839][root][INFO] - mean size_cls_loss: 0.354206 [2020-11-13 09:05:46,839][root][INFO] - mean size_reg_loss: 0.025509 [2020-11-13 09:05:46,839][root][INFO] - mean vote_loss: 0.279482 [2020-11-13 09:06:07,317][root][INFO] - **** EPOCH 048 **** [2020-11-13 09:06:07,319][root][INFO] - Current learning rate: 0.001000 [2020-11-13 09:06:07,319][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 09:06:07,319][root][INFO] - 2020-11-13 09:06:07.319403 [2020-11-13 09:07:06,443][root][INFO] - ---- batch: 010 ---- [2020-11-13 09:07:06,449][root][INFO] - mean box_loss: 0.252942 [2020-11-13 09:07:06,449][root][INFO] - mean center_loss: 0.046110 [2020-11-13 09:07:06,449][root][INFO] - mean heading_cls_loss: 0.894168 [2020-11-13 09:07:06,450][root][INFO] - mean heading_reg_loss: 0.062384 [2020-11-13 09:07:06,450][root][INFO] - mean loss: 5.947307 [2020-11-13 09:07:06,450][root][INFO] - mean neg_ratio: 0.732782 [2020-11-13 09:07:06,450][root][INFO] - mean obj_acc: 0.931077 [2020-11-13 09:07:06,450][root][INFO] - mean objectness_loss: 0.052199 [2020-11-13 09:07:06,450][root][INFO] - mean pos_ratio: 0.132129 [2020-11-13 09:07:06,450][root][INFO] - mean sem_cls_loss: 0.306102 [2020-11-13 09:07:06,450][root][INFO] - mean size_cls_loss: 0.304984 [2020-11-13 09:07:06,450][root][INFO] - mean size_reg_loss: 0.024532 [2020-11-13 09:07:06,450][root][INFO] - mean vote_loss: 0.285080 [2020-11-13 09:08:00,750][root][INFO] - ---- batch: 020 ---- [2020-11-13 09:08:00,927][root][INFO] - mean box_loss: 0.234181 [2020-11-13 09:08:00,927][root][INFO] - mean center_loss: 0.039358 [2020-11-13 09:08:00,927][root][INFO] - mean heading_cls_loss: 0.831025 [2020-11-13 09:08:00,927][root][INFO] - mean heading_reg_loss: 0.054814 [2020-11-13 09:08:00,927][root][INFO] - mean loss: 5.767464 [2020-11-13 09:08:00,927][root][INFO] - mean neg_ratio: 0.733032 [2020-11-13 09:08:00,927][root][INFO] - mean obj_acc: 0.931850 [2020-11-13 09:08:00,927][root][INFO] - mean objectness_loss: 0.052483 [2020-11-13 09:08:00,927][root][INFO] - mean pos_ratio: 0.132599 [2020-11-13 09:08:00,927][root][INFO] - mean sem_cls_loss: 0.299741 [2020-11-13 09:08:00,927][root][INFO] - mean size_cls_loss: 0.300353 [2020-11-13 09:08:00,927][root][INFO] - mean size_reg_loss: 0.026872 [2020-11-13 09:08:00,927][root][INFO] - mean vote_loss: 0.286350 [2020-11-13 09:08:55,964][root][INFO] - ---- batch: 030 ---- [2020-11-13 09:08:55,970][root][INFO] - mean box_loss: 0.256481 [2020-11-13 09:08:55,970][root][INFO] - mean center_loss: 0.052159 [2020-11-13 09:08:55,970][root][INFO] - mean heading_cls_loss: 0.872728 [2020-11-13 09:08:55,970][root][INFO] - mean heading_reg_loss: 0.054786 [2020-11-13 09:08:55,970][root][INFO] - mean loss: 5.999784 [2020-11-13 09:08:55,970][root][INFO] - mean neg_ratio: 0.764307 [2020-11-13 09:08:55,970][root][INFO] - mean obj_acc: 0.928327 [2020-11-13 09:08:55,970][root][INFO] - mean objectness_loss: 0.051708 [2020-11-13 09:08:55,970][root][INFO] - mean pos_ratio: 0.118439 [2020-11-13 09:08:55,971][root][INFO] - mean sem_cls_loss: 0.335864 [2020-11-13 09:08:55,971][root][INFO] - mean size_cls_loss: 0.334841 [2020-11-13 09:08:55,971][root][INFO] - mean size_reg_loss: 0.028780 [2020-11-13 09:08:55,971][root][INFO] - mean vote_loss: 0.284057 [2020-11-13 09:09:51,315][root][INFO] - ---- batch: 040 ---- [2020-11-13 09:09:51,321][root][INFO] - mean box_loss: 0.260640 [2020-11-13 09:09:51,322][root][INFO] - mean center_loss: 0.045739 [2020-11-13 09:09:51,322][root][INFO] - mean heading_cls_loss: 0.881860 [2020-11-13 09:09:51,322][root][INFO] - mean heading_reg_loss: 0.065299 [2020-11-13 09:09:51,322][root][INFO] - mean loss: 6.198330 [2020-11-13 09:09:51,322][root][INFO] - mean neg_ratio: 0.754572 [2020-11-13 09:09:51,322][root][INFO] - mean obj_acc: 0.943315 [2020-11-13 09:09:51,322][root][INFO] - mean objectness_loss: 0.052201 [2020-11-13 09:09:51,322][root][INFO] - mean pos_ratio: 0.120569 [2020-11-13 09:09:51,322][root][INFO] - mean sem_cls_loss: 0.362935 [2020-11-13 09:09:51,322][root][INFO] - mean size_cls_loss: 0.363756 [2020-11-13 09:09:51,322][root][INFO] - mean size_reg_loss: 0.025041 [2020-11-13 09:09:51,322][root][INFO] - mean vote_loss: 0.296799 [2020-11-13 09:10:46,474][root][INFO] - ---- batch: 050 ---- [2020-11-13 09:10:46,482][root][INFO] - mean box_loss: 0.261893 [2020-11-13 09:10:46,482][root][INFO] - mean center_loss: 0.044046 [2020-11-13 09:10:46,482][root][INFO] - mean heading_cls_loss: 0.903288 [2020-11-13 09:10:46,482][root][INFO] - mean heading_reg_loss: 0.064149 [2020-11-13 09:10:46,482][root][INFO] - mean loss: 6.224841 [2020-11-13 09:10:46,482][root][INFO] - mean neg_ratio: 0.753400 [2020-11-13 09:10:46,482][root][INFO] - mean obj_acc: 0.933041 [2020-11-13 09:10:46,482][root][INFO] - mean objectness_loss: 0.058572 [2020-11-13 09:10:46,482][root][INFO] - mean pos_ratio: 0.121301 [2020-11-13 09:10:46,482][root][INFO] - mean sem_cls_loss: 0.370546 [2020-11-13 09:10:46,482][root][INFO] - mean size_cls_loss: 0.368864 [2020-11-13 09:10:46,482][root][INFO] - mean size_reg_loss: 0.026483 [2020-11-13 09:10:46,482][root][INFO] - mean vote_loss: 0.294250 [2020-11-13 09:11:42,143][root][INFO] - ---- batch: 060 ---- [2020-11-13 09:11:42,150][root][INFO] - mean box_loss: 0.262213 [2020-11-13 09:11:42,151][root][INFO] - mean center_loss: 0.049433 [2020-11-13 09:11:42,151][root][INFO] - mean heading_cls_loss: 0.858752 [2020-11-13 09:11:42,151][root][INFO] - mean heading_reg_loss: 0.069368 [2020-11-13 09:11:42,151][root][INFO] - mean loss: 6.061475 [2020-11-13 09:11:42,151][root][INFO] - mean neg_ratio: 0.750885 [2020-11-13 09:11:42,151][root][INFO] - mean obj_acc: 0.934804 [2020-11-13 09:11:42,151][root][INFO] - mean objectness_loss: 0.053265 [2020-11-13 09:11:42,151][root][INFO] - mean pos_ratio: 0.124622 [2020-11-13 09:11:42,151][root][INFO] - mean sem_cls_loss: 0.306073 [2020-11-13 09:11:42,151][root][INFO] - mean size_cls_loss: 0.305741 [2020-11-13 09:11:42,151][root][INFO] - mean size_reg_loss: 0.026963 [2020-11-13 09:11:42,151][root][INFO] - mean vote_loss: 0.286695 [2020-11-13 09:12:36,145][root][INFO] - ---- batch: 070 ---- [2020-11-13 09:12:36,154][root][INFO] - mean box_loss: 0.273884 [2020-11-13 09:12:36,154][root][INFO] - mean center_loss: 0.056664 [2020-11-13 09:12:36,154][root][INFO] - mean heading_cls_loss: 0.898483 [2020-11-13 09:12:36,155][root][INFO] - mean heading_reg_loss: 0.063644 [2020-11-13 09:12:36,155][root][INFO] - mean loss: 6.168380 [2020-11-13 09:12:36,155][root][INFO] - mean neg_ratio: 0.764886 [2020-11-13 09:12:36,155][root][INFO] - mean obj_acc: 0.930501 [2020-11-13 09:12:36,155][root][INFO] - mean objectness_loss: 0.052868 [2020-11-13 09:12:36,155][root][INFO] - mean pos_ratio: 0.113916 [2020-11-13 09:12:36,155][root][INFO] - mean sem_cls_loss: 0.369572 [2020-11-13 09:12:36,155][root][INFO] - mean size_cls_loss: 0.370022 [2020-11-13 09:12:36,155][root][INFO] - mean size_reg_loss: 0.026725 [2020-11-13 09:12:36,155][root][INFO] - mean vote_loss: 0.279563 [2020-11-13 09:13:28,992][root][INFO] - ---- batch: 080 ---- [2020-11-13 09:13:28,999][root][INFO] - mean box_loss: 0.263701 [2020-11-13 09:13:28,999][root][INFO] - mean center_loss: 0.048518 [2020-11-13 09:13:28,999][root][INFO] - mean heading_cls_loss: 0.877098 [2020-11-13 09:13:29,000][root][INFO] - mean heading_reg_loss: 0.067721 [2020-11-13 09:13:29,000][root][INFO] - mean loss: 6.348450 [2020-11-13 09:13:29,000][root][INFO] - mean neg_ratio: 0.778979 [2020-11-13 09:13:29,000][root][INFO] - mean obj_acc: 0.934646 [2020-11-13 09:13:29,000][root][INFO] - mean objectness_loss: 0.051699 [2020-11-13 09:13:29,000][root][INFO] - mean pos_ratio: 0.103168 [2020-11-13 09:13:29,000][root][INFO] - mean sem_cls_loss: 0.324316 [2020-11-13 09:13:29,000][root][INFO] - mean size_cls_loss: 0.323304 [2020-11-13 09:13:29,000][root][INFO] - mean size_reg_loss: 0.027421 [2020-11-13 09:13:29,000][root][INFO] - mean vote_loss: 0.312864 [2020-11-13 09:13:46,253][root][INFO] - **** EPOCH 049 **** [2020-11-13 09:13:46,255][root][INFO] - Current learning rate: 0.001000 [2020-11-13 09:13:46,255][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 09:13:46,255][root][INFO] - 2020-11-13 09:13:46.255464 [2020-11-13 09:14:46,303][root][INFO] - ---- batch: 010 ---- [2020-11-13 09:14:46,309][root][INFO] - mean box_loss: 0.270216 [2020-11-13 09:14:46,309][root][INFO] - mean center_loss: 0.045788 [2020-11-13 09:14:46,309][root][INFO] - mean heading_cls_loss: 0.996762 [2020-11-13 09:14:46,309][root][INFO] - mean heading_reg_loss: 0.065010 [2020-11-13 09:14:46,309][root][INFO] - mean loss: 6.138576 [2020-11-13 09:14:46,309][root][INFO] - mean neg_ratio: 0.765710 [2020-11-13 09:14:46,309][root][INFO] - mean obj_acc: 0.942324 [2020-11-13 09:14:46,309][root][INFO] - mean objectness_loss: 0.053268 [2020-11-13 09:14:46,309][root][INFO] - mean pos_ratio: 0.111987 [2020-11-13 09:14:46,310][root][INFO] - mean sem_cls_loss: 0.331722 [2020-11-13 09:14:46,310][root][INFO] - mean size_cls_loss: 0.332632 [2020-11-13 09:14:46,310][root][INFO] - mean size_reg_loss: 0.026479 [2020-11-13 09:14:46,310][root][INFO] - mean vote_loss: 0.283836 [2020-11-13 09:15:40,340][root][INFO] - ---- batch: 020 ---- [2020-11-13 09:15:40,347][root][INFO] - mean box_loss: 0.244764 [2020-11-13 09:15:40,347][root][INFO] - mean center_loss: 0.045501 [2020-11-13 09:15:40,347][root][INFO] - mean heading_cls_loss: 0.857041 [2020-11-13 09:15:40,347][root][INFO] - mean heading_reg_loss: 0.055274 [2020-11-13 09:15:40,347][root][INFO] - mean loss: 6.062787 [2020-11-13 09:15:40,347][root][INFO] - mean neg_ratio: 0.758539 [2020-11-13 09:15:40,347][root][INFO] - mean obj_acc: 0.935316 [2020-11-13 09:15:40,347][root][INFO] - mean objectness_loss: 0.054627 [2020-11-13 09:15:40,347][root][INFO] - mean pos_ratio: 0.116272 [2020-11-13 09:15:40,348][root][INFO] - mean sem_cls_loss: 0.336250 [2020-11-13 09:15:40,348][root][INFO] - mean size_cls_loss: 0.336191 [2020-11-13 09:15:40,348][root][INFO] - mean size_reg_loss: 0.024666 [2020-11-13 09:15:40,348][root][INFO] - mean vote_loss: 0.300577 [2020-11-13 09:16:35,082][root][INFO] - ---- batch: 030 ---- [2020-11-13 09:16:35,088][root][INFO] - mean box_loss: 0.264615 [2020-11-13 09:16:35,088][root][INFO] - mean center_loss: 0.054410 [2020-11-13 09:16:35,088][root][INFO] - mean heading_cls_loss: 0.898715 [2020-11-13 09:16:35,088][root][INFO] - mean heading_reg_loss: 0.059948 [2020-11-13 09:16:35,088][root][INFO] - mean loss: 6.269913 [2020-11-13 09:16:35,088][root][INFO] - mean neg_ratio: 0.765662 [2020-11-13 09:16:35,088][root][INFO] - mean obj_acc: 0.930331 [2020-11-13 09:16:35,088][root][INFO] - mean objectness_loss: 0.054325 [2020-11-13 09:16:35,088][root][INFO] - mean pos_ratio: 0.110974 [2020-11-13 09:16:35,088][root][INFO] - mean sem_cls_loss: 0.317323 [2020-11-13 09:16:35,088][root][INFO] - mean size_cls_loss: 0.317159 [2020-11-13 09:16:35,088][root][INFO] - mean size_reg_loss: 0.028670 [2020-11-13 09:16:35,088][root][INFO] - mean vote_loss: 0.303481 [2020-11-13 09:17:29,342][root][INFO] - ---- batch: 040 ---- [2020-11-13 09:17:29,347][root][INFO] - mean box_loss: 0.276649 [2020-11-13 09:17:29,347][root][INFO] - mean center_loss: 0.052146 [2020-11-13 09:17:29,347][root][INFO] - mean heading_cls_loss: 0.953971 [2020-11-13 09:17:29,348][root][INFO] - mean heading_reg_loss: 0.071124 [2020-11-13 09:17:29,348][root][INFO] - mean loss: 6.159869 [2020-11-13 09:17:29,348][root][INFO] - mean neg_ratio: 0.752386 [2020-11-13 09:17:29,348][root][INFO] - mean obj_acc: 0.938344 [2020-11-13 09:17:29,348][root][INFO] - mean objectness_loss: 0.053222 [2020-11-13 09:17:29,348][root][INFO] - mean pos_ratio: 0.119757 [2020-11-13 09:17:29,348][root][INFO] - mean sem_cls_loss: 0.338578 [2020-11-13 09:17:29,348][root][INFO] - mean size_cls_loss: 0.339276 [2020-11-13 09:17:29,348][root][INFO] - mean size_reg_loss: 0.024054 [2020-11-13 09:17:29,348][root][INFO] - mean vote_loss: 0.278870 [2020-11-13 09:18:23,298][root][INFO] - ---- batch: 050 ---- [2020-11-13 09:18:23,305][root][INFO] - mean box_loss: 0.245219 [2020-11-13 09:18:23,305][root][INFO] - mean center_loss: 0.055856 [2020-11-13 09:18:23,305][root][INFO] - mean heading_cls_loss: 0.777390 [2020-11-13 09:18:23,305][root][INFO] - mean heading_reg_loss: 0.055062 [2020-11-13 09:18:23,305][root][INFO] - mean loss: 6.171460 [2020-11-13 09:18:23,305][root][INFO] - mean neg_ratio: 0.739105 [2020-11-13 09:18:23,305][root][INFO] - mean obj_acc: 0.935358 [2020-11-13 09:18:23,305][root][INFO] - mean objectness_loss: 0.055846 [2020-11-13 09:18:23,305][root][INFO] - mean pos_ratio: 0.127325 [2020-11-13 09:18:23,305][root][INFO] - mean sem_cls_loss: 0.311979 [2020-11-13 09:18:23,305][root][INFO] - mean size_cls_loss: 0.311419 [2020-11-13 09:18:23,305][root][INFO] - mean size_reg_loss: 0.025421 [2020-11-13 09:18:23,305][root][INFO] - mean vote_loss: 0.312806 [2020-11-13 09:19:17,221][root][INFO] - ---- batch: 060 ---- [2020-11-13 09:19:17,230][root][INFO] - mean box_loss: 0.247341 [2020-11-13 09:19:17,230][root][INFO] - mean center_loss: 0.043837 [2020-11-13 09:19:17,230][root][INFO] - mean heading_cls_loss: 0.849966 [2020-11-13 09:19:17,230][root][INFO] - mean heading_reg_loss: 0.055300 [2020-11-13 09:19:17,230][root][INFO] - mean loss: 5.949381 [2020-11-13 09:19:17,231][root][INFO] - mean neg_ratio: 0.733881 [2020-11-13 09:19:17,231][root][INFO] - mean obj_acc: 0.928845 [2020-11-13 09:19:17,231][root][INFO] - mean objectness_loss: 0.058731 [2020-11-13 09:19:17,231][root][INFO] - mean pos_ratio: 0.127856 [2020-11-13 09:19:17,231][root][INFO] - mean sem_cls_loss: 0.363164 [2020-11-13 09:19:17,231][root][INFO] - mean size_cls_loss: 0.362703 [2020-11-13 09:19:17,231][root][INFO] - mean size_reg_loss: 0.026937 [2020-11-13 09:19:17,231][root][INFO] - mean vote_loss: 0.281916 [2020-11-13 09:20:10,817][root][INFO] - ---- batch: 070 ---- [2020-11-13 09:20:10,824][root][INFO] - mean box_loss: 0.245274 [2020-11-13 09:20:10,825][root][INFO] - mean center_loss: 0.046196 [2020-11-13 09:20:10,825][root][INFO] - mean heading_cls_loss: 0.844918 [2020-11-13 09:20:10,825][root][INFO] - mean heading_reg_loss: 0.057552 [2020-11-13 09:20:10,825][root][INFO] - mean loss: 6.026312 [2020-11-13 09:20:10,825][root][INFO] - mean neg_ratio: 0.749500 [2020-11-13 09:20:10,825][root][INFO] - mean obj_acc: 0.927634 [2020-11-13 09:20:10,826][root][INFO] - mean objectness_loss: 0.053975 [2020-11-13 09:20:10,826][root][INFO] - mean pos_ratio: 0.121045 [2020-11-13 09:20:10,826][root][INFO] - mean sem_cls_loss: 0.309711 [2020-11-13 09:20:10,826][root][INFO] - mean size_cls_loss: 0.309787 [2020-11-13 09:20:10,826][root][INFO] - mean size_reg_loss: 0.026056 [2020-11-13 09:20:10,826][root][INFO] - mean vote_loss: 0.299398 [2020-11-13 09:21:05,867][root][INFO] - ---- batch: 080 ---- [2020-11-13 09:21:05,874][root][INFO] - mean box_loss: 0.258241 [2020-11-13 09:21:05,875][root][INFO] - mean center_loss: 0.052463 [2020-11-13 09:21:05,875][root][INFO] - mean heading_cls_loss: 0.864731 [2020-11-13 09:21:05,875][root][INFO] - mean heading_reg_loss: 0.058101 [2020-11-13 09:21:05,875][root][INFO] - mean loss: 6.361873 [2020-11-13 09:21:05,875][root][INFO] - mean neg_ratio: 0.758521 [2020-11-13 09:21:05,875][root][INFO] - mean obj_acc: 0.928344 [2020-11-13 09:21:05,876][root][INFO] - mean objectness_loss: 0.057249 [2020-11-13 09:21:05,876][root][INFO] - mean pos_ratio: 0.113531 [2020-11-13 09:21:05,876][root][INFO] - mean sem_cls_loss: 0.345750 [2020-11-13 09:21:05,876][root][INFO] - mean size_cls_loss: 0.345186 [2020-11-13 09:21:05,876][root][INFO] - mean size_reg_loss: 0.026686 [2020-11-13 09:21:05,876][root][INFO] - mean vote_loss: 0.314747 [2020-11-13 09:21:19,858][root][INFO] - Eval batch: 0 [2020-11-13 09:21:21,816][root][INFO] - Eval batch: 10 [2020-11-13 09:21:23,830][root][INFO] - Eval batch: 20 [2020-11-13 09:21:25,767][root][INFO] - Eval batch: 30 [2020-11-13 09:21:27,566][root][INFO] - Eval batch: 40 [2020-11-13 09:21:29,434][root][INFO] - Eval batch: 50 [2020-11-13 09:21:31,165][root][INFO] - Eval batch: 60 [2020-11-13 09:21:32,963][root][INFO] - Eval batch: 70 [2020-11-13 09:21:34,896][root][INFO] - Eval batch: 80 [2020-11-13 09:21:36,864][root][INFO] - Eval batch: 90 [2020-11-13 09:21:38,742][root][INFO] - Eval batch: 100 [2020-11-13 09:21:40,494][root][INFO] - Eval batch: 110 [2020-11-13 09:21:42,247][root][INFO] - Eval batch: 120 [2020-11-13 09:21:44,030][root][INFO] - Eval batch: 130 [2020-11-13 09:21:45,751][root][INFO] - Eval batch: 140 [2020-11-13 09:21:47,527][root][INFO] - Eval batch: 150 [2020-11-13 09:21:49,324][root][INFO] - Eval batch: 160 [2020-11-13 09:21:51,117][root][INFO] - Eval batch: 170 [2020-11-13 09:21:53,057][root][INFO] - Eval batch: 180 [2020-11-13 09:21:54,871][root][INFO] - Eval batch: 190 [2020-11-13 09:21:56,784][root][INFO] - Eval batch: 200 [2020-11-13 09:21:58,777][root][INFO] - Eval batch: 210 [2020-11-13 09:22:00,597][root][INFO] - Eval batch: 220 [2020-11-13 09:22:02,358][root][INFO] - Eval batch: 230 [2020-11-13 09:22:04,336][root][INFO] - Eval batch: 240 [2020-11-13 09:22:06,322][root][INFO] - Eval batch: 250 [2020-11-13 09:22:08,035][root][INFO] - 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Eval batch: 4940 [2020-11-13 09:37:43,212][root][INFO] - Eval batch: 4950 [2020-11-13 09:37:45,246][root][INFO] - Eval batch: 4960 [2020-11-13 09:37:47,251][root][INFO] - Eval batch: 4970 [2020-11-13 09:37:49,079][root][INFO] - Eval batch: 4980 [2020-11-13 09:37:51,243][root][INFO] - Eval batch: 4990 [2020-11-13 09:37:53,144][root][INFO] - Eval batch: 5000 [2020-11-13 09:37:55,295][root][INFO] - Eval batch: 5010 [2020-11-13 09:37:57,271][root][INFO] - Eval batch: 5020 [2020-11-13 09:37:59,255][root][INFO] - Eval batch: 5030 [2020-11-13 09:38:01,154][root][INFO] - Eval batch: 5040 [2020-11-13 09:38:03,367][root][INFO] - eval mean box_loss: 0.261799 [2020-11-13 09:38:03,368][root][INFO] - eval mean center_loss: 0.048949 [2020-11-13 09:38:03,369][root][INFO] - eval mean heading_cls_loss: 0.838988 [2020-11-13 09:38:03,369][root][INFO] - eval mean heading_reg_loss: 0.053274 [2020-11-13 09:38:03,370][root][INFO] - eval mean loss: 6.169332 [2020-11-13 09:38:03,370][root][INFO] - eval mean neg_ratio: 0.721039 [2020-11-13 09:38:03,371][root][INFO] - eval mean obj_acc: 0.914592 [2020-11-13 09:38:03,371][root][INFO] - eval mean objectness_loss: 0.082916 [2020-11-13 09:38:03,372][root][INFO] - eval mean pos_ratio: 0.133743 [2020-11-13 09:38:03,372][root][INFO] - eval mean sem_cls_loss: 0.487849 [2020-11-13 09:38:03,373][root][INFO] - eval mean size_cls_loss: 0.487377 [2020-11-13 09:38:03,373][root][INFO] - eval mean size_reg_loss: 0.026939 [2020-11-13 09:38:03,374][root][INFO] - eval mean vote_loss: 0.264892 [2020-11-13 09:39:17,471][root][INFO] - eval bed Average Precision: 0.386553 [2020-11-13 09:39:17,472][root][INFO] - eval table Average Precision: 0.136876 [2020-11-13 09:39:17,472][root][INFO] - eval sofa Average Precision: 0.402486 [2020-11-13 09:39:17,472][root][INFO] - eval chair Average Precision: 0.417324 [2020-11-13 09:39:17,472][root][INFO] - eval toilet Average Precision: 0.355351 [2020-11-13 09:39:17,472][root][INFO] - eval desk Average Precision: 0.021820 [2020-11-13 09:39:17,473][root][INFO] - eval dresser Average Precision: 0.057513 [2020-11-13 09:39:17,473][root][INFO] - eval night_stand Average Precision: 0.194541 [2020-11-13 09:39:17,473][root][INFO] - eval bookshelf Average Precision: 0.023684 [2020-11-13 09:39:17,473][root][INFO] - eval bathtub Average Precision: 0.134588 [2020-11-13 09:39:17,473][root][INFO] - eval mAP: 0.213074 [2020-11-13 09:39:17,473][root][INFO] - eval bed Recall: 0.559853 [2020-11-13 09:39:17,473][root][INFO] - eval table Recall: 0.316973 [2020-11-13 09:39:17,473][root][INFO] - eval sofa Recall: 0.569640 [2020-11-13 09:39:17,473][root][INFO] - eval chair Recall: 0.580927 [2020-11-13 09:39:17,473][root][INFO] - eval toilet Recall: 0.582781 [2020-11-13 09:39:17,473][root][INFO] - eval desk Recall: 0.200197 [2020-11-13 09:39:17,473][root][INFO] - eval dresser Recall: 0.236111 [2020-11-13 09:39:17,473][root][INFO] - eval night_stand Recall: 0.456693 [2020-11-13 09:39:17,474][root][INFO] - eval bookshelf Recall: 0.127090 [2020-11-13 09:39:17,474][root][INFO] - eval bathtub Recall: 0.326923 [2020-11-13 09:39:17,474][root][INFO] - eval AR: 0.395719 [2020-11-13 09:39:17,475][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 09:39:25,194][root][INFO] - **** EPOCH 050 **** [2020-11-13 09:39:25,195][root][INFO] - Current learning rate: 0.001000 [2020-11-13 09:39:25,195][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 09:39:25,195][root][INFO] - 2020-11-13 09:39:25.195854 [2020-11-13 09:40:26,910][root][INFO] - ---- batch: 010 ---- [2020-11-13 09:40:26,917][root][INFO] - mean box_loss: 0.251471 [2020-11-13 09:40:26,917][root][INFO] - mean center_loss: 0.054015 [2020-11-13 09:40:26,917][root][INFO] - mean heading_cls_loss: 0.831619 [2020-11-13 09:40:26,917][root][INFO] - mean heading_reg_loss: 0.060320 [2020-11-13 09:40:26,917][root][INFO] - mean loss: 5.930049 [2020-11-13 09:40:26,917][root][INFO] - mean neg_ratio: 0.752252 [2020-11-13 09:40:26,917][root][INFO] - mean obj_acc: 0.943936 [2020-11-13 09:40:26,917][root][INFO] - mean objectness_loss: 0.047537 [2020-11-13 09:40:26,917][root][INFO] - mean pos_ratio: 0.118219 [2020-11-13 09:40:26,917][root][INFO] - mean sem_cls_loss: 0.296802 [2020-11-13 09:40:26,917][root][INFO] - mean size_cls_loss: 0.297728 [2020-11-13 09:40:26,917][root][INFO] - mean size_reg_loss: 0.024201 [2020-11-13 09:40:26,917][root][INFO] - mean vote_loss: 0.288085 [2020-11-13 09:41:22,218][root][INFO] - ---- batch: 020 ---- [2020-11-13 09:41:22,228][root][INFO] - mean box_loss: 0.268528 [2020-11-13 09:41:22,228][root][INFO] - mean center_loss: 0.047586 [2020-11-13 09:41:22,228][root][INFO] - mean heading_cls_loss: 0.967051 [2020-11-13 09:41:22,228][root][INFO] - mean heading_reg_loss: 0.064600 [2020-11-13 09:41:22,228][root][INFO] - mean loss: 6.141896 [2020-11-13 09:41:22,228][root][INFO] - mean neg_ratio: 0.767761 [2020-11-13 09:41:22,228][root][INFO] - mean obj_acc: 0.933714 [2020-11-13 09:41:22,228][root][INFO] - mean objectness_loss: 0.049388 [2020-11-13 09:41:22,228][root][INFO] - mean pos_ratio: 0.108441 [2020-11-13 09:41:22,228][root][INFO] - mean sem_cls_loss: 0.327764 [2020-11-13 09:41:22,228][root][INFO] - mean size_cls_loss: 0.328521 [2020-11-13 09:41:22,229][root][INFO] - mean size_reg_loss: 0.026785 [2020-11-13 09:41:22,229][root][INFO] - mean vote_loss: 0.288191 [2020-11-13 09:42:15,739][root][INFO] - ---- batch: 030 ---- [2020-11-13 09:42:15,785][root][INFO] - mean box_loss: 0.262054 [2020-11-13 09:42:15,786][root][INFO] - mean center_loss: 0.051358 [2020-11-13 09:42:15,786][root][INFO] - mean heading_cls_loss: 0.879101 [2020-11-13 09:42:15,786][root][INFO] - mean heading_reg_loss: 0.056579 [2020-11-13 09:42:15,786][root][INFO] - mean loss: 6.324850 [2020-11-13 09:42:15,786][root][INFO] - mean neg_ratio: 0.770929 [2020-11-13 09:42:15,786][root][INFO] - mean obj_acc: 0.932772 [2020-11-13 09:42:15,786][root][INFO] - mean objectness_loss: 0.051043 [2020-11-13 09:42:15,786][root][INFO] - mean pos_ratio: 0.105341 [2020-11-13 09:42:15,786][root][INFO] - mean sem_cls_loss: 0.382592 [2020-11-13 09:42:15,786][root][INFO] - mean size_cls_loss: 0.383038 [2020-11-13 09:42:15,786][root][INFO] - mean size_reg_loss: 0.027903 [2020-11-13 09:42:15,786][root][INFO] - mean vote_loss: 0.306650 [2020-11-13 09:43:09,061][root][INFO] - ---- batch: 040 ---- [2020-11-13 09:43:09,462][root][INFO] - mean box_loss: 0.252364 [2020-11-13 09:43:09,462][root][INFO] - mean center_loss: 0.048175 [2020-11-13 09:43:09,463][root][INFO] - mean heading_cls_loss: 0.841305 [2020-11-13 09:43:09,463][root][INFO] - mean heading_reg_loss: 0.059163 [2020-11-13 09:43:09,463][root][INFO] - mean loss: 6.001585 [2020-11-13 09:43:09,463][root][INFO] - mean neg_ratio: 0.748914 [2020-11-13 09:43:09,463][root][INFO] - mean obj_acc: 0.944715 [2020-11-13 09:43:09,463][root][INFO] - mean objectness_loss: 0.052997 [2020-11-13 09:43:09,463][root][INFO] - mean pos_ratio: 0.119415 [2020-11-13 09:43:09,463][root][INFO] - mean sem_cls_loss: 0.343465 [2020-11-13 09:43:09,463][root][INFO] - mean size_cls_loss: 0.344281 [2020-11-13 09:43:09,463][root][INFO] - mean size_reg_loss: 0.026468 [2020-11-13 09:43:09,463][root][INFO] - mean vote_loss: 0.286950 [2020-11-13 09:44:05,262][root][INFO] - ---- batch: 050 ---- [2020-11-13 09:44:05,782][root][INFO] - mean box_loss: 0.239849 [2020-11-13 09:44:05,783][root][INFO] - mean center_loss: 0.043521 [2020-11-13 09:44:05,783][root][INFO] - mean heading_cls_loss: 0.845528 [2020-11-13 09:44:05,783][root][INFO] - mean heading_reg_loss: 0.051969 [2020-11-13 09:44:05,783][root][INFO] - mean loss: 5.998102 [2020-11-13 09:44:05,784][root][INFO] - mean neg_ratio: 0.756207 [2020-11-13 09:44:05,784][root][INFO] - mean obj_acc: 0.935804 [2020-11-13 09:44:05,784][root][INFO] - mean objectness_loss: 0.053137 [2020-11-13 09:44:05,784][root][INFO] - mean pos_ratio: 0.118127 [2020-11-13 09:44:05,784][root][INFO] - mean sem_cls_loss: 0.337154 [2020-11-13 09:44:05,784][root][INFO] - mean size_cls_loss: 0.336911 [2020-11-13 09:44:05,784][root][INFO] - mean size_reg_loss: 0.026115 [2020-11-13 09:44:05,784][root][INFO] - mean vote_loss: 0.299678 [2020-11-13 09:45:00,343][root][INFO] - ---- batch: 060 ---- [2020-11-13 09:45:00,356][root][INFO] - mean box_loss: 0.271598 [2020-11-13 09:45:00,356][root][INFO] - mean center_loss: 0.053332 [2020-11-13 09:45:00,357][root][INFO] - mean heading_cls_loss: 0.934853 [2020-11-13 09:45:00,357][root][INFO] - mean heading_reg_loss: 0.062054 [2020-11-13 09:45:00,357][root][INFO] - mean loss: 6.153104 [2020-11-13 09:45:00,357][root][INFO] - mean neg_ratio: 0.764307 [2020-11-13 09:45:00,358][root][INFO] - mean obj_acc: 0.931263 [2020-11-13 09:45:00,358][root][INFO] - mean objectness_loss: 0.051898 [2020-11-13 09:45:00,358][root][INFO] - mean pos_ratio: 0.114435 [2020-11-13 09:45:00,358][root][INFO] - mean sem_cls_loss: 0.353407 [2020-11-13 09:45:00,358][root][INFO] - mean size_cls_loss: 0.352783 [2020-11-13 09:45:00,358][root][INFO] - mean size_reg_loss: 0.027448 [2020-11-13 09:45:00,358][root][INFO] - mean vote_loss: 0.282423 [2020-11-13 09:45:53,724][root][INFO] - ---- batch: 070 ---- [2020-11-13 09:45:53,895][root][INFO] - mean box_loss: 0.259271 [2020-11-13 09:45:53,895][root][INFO] - mean center_loss: 0.051959 [2020-11-13 09:45:53,895][root][INFO] - mean heading_cls_loss: 0.894886 [2020-11-13 09:45:53,895][root][INFO] - mean heading_reg_loss: 0.063253 [2020-11-13 09:45:53,896][root][INFO] - mean loss: 6.127827 [2020-11-13 09:45:53,896][root][INFO] - mean neg_ratio: 0.736395 [2020-11-13 09:45:53,896][root][INFO] - mean obj_acc: 0.934398 [2020-11-13 09:45:53,896][root][INFO] - mean objectness_loss: 0.057692 [2020-11-13 09:45:53,896][root][INFO] - mean pos_ratio: 0.128668 [2020-11-13 09:45:53,896][root][INFO] - mean sem_cls_loss: 0.304962 [2020-11-13 09:45:53,896][root][INFO] - mean size_cls_loss: 0.303654 [2020-11-13 09:45:53,896][root][INFO] - mean size_reg_loss: 0.024204 [2020-11-13 09:45:53,896][root][INFO] - mean vote_loss: 0.294170 [2020-11-13 09:46:48,981][root][INFO] - ---- batch: 080 ---- [2020-11-13 09:46:49,128][root][INFO] - mean box_loss: 0.260062 [2020-11-13 09:46:49,129][root][INFO] - mean center_loss: 0.041117 [2020-11-13 09:46:49,129][root][INFO] - mean heading_cls_loss: 0.928508 [2020-11-13 09:46:49,129][root][INFO] - mean heading_reg_loss: 0.064043 [2020-11-13 09:46:49,129][root][INFO] - mean loss: 6.169830 [2020-11-13 09:46:49,130][root][INFO] - mean neg_ratio: 0.759229 [2020-11-13 09:46:49,130][root][INFO] - mean obj_acc: 0.924619 [2020-11-13 09:46:49,130][root][INFO] - mean objectness_loss: 0.053841 [2020-11-13 09:46:49,130][root][INFO] - mean pos_ratio: 0.111176 [2020-11-13 09:46:49,130][root][INFO] - mean sem_cls_loss: 0.325374 [2020-11-13 09:46:49,130][root][INFO] - mean size_cls_loss: 0.325395 [2020-11-13 09:46:49,130][root][INFO] - mean size_reg_loss: 0.029512 [2020-11-13 09:46:49,130][root][INFO] - mean vote_loss: 0.297463 [2020-11-13 09:47:39,429][root][INFO] - **** EPOCH 051 **** [2020-11-13 09:47:39,431][root][INFO] - Current learning rate: 0.001000 [2020-11-13 09:47:39,431][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 09:47:39,431][root][INFO] - 2020-11-13 09:47:39.431495 [2020-11-13 09:49:36,208][root][INFO] - ---- batch: 010 ---- [2020-11-13 09:49:36,214][root][INFO] - mean box_loss: 0.253360 [2020-11-13 09:49:36,214][root][INFO] - mean center_loss: 0.042310 [2020-11-13 09:49:36,214][root][INFO] - mean heading_cls_loss: 0.888299 [2020-11-13 09:49:36,214][root][INFO] - mean heading_reg_loss: 0.066671 [2020-11-13 09:49:36,214][root][INFO] - mean loss: 6.085403 [2020-11-13 09:49:36,214][root][INFO] - mean neg_ratio: 0.760895 [2020-11-13 09:49:36,214][root][INFO] - mean obj_acc: 0.938818 [2020-11-13 09:49:36,214][root][INFO] - mean objectness_loss: 0.055273 [2020-11-13 09:49:36,214][root][INFO] - mean pos_ratio: 0.115051 [2020-11-13 09:49:36,214][root][INFO] - mean sem_cls_loss: 0.298491 [2020-11-13 09:49:36,214][root][INFO] - mean size_cls_loss: 0.298445 [2020-11-13 09:49:36,214][root][INFO] - mean size_reg_loss: 0.025705 [2020-11-13 09:49:36,214][root][INFO] - mean vote_loss: 0.297694 [2020-11-13 09:50:31,146][root][INFO] - ---- batch: 020 ---- [2020-11-13 09:50:31,152][root][INFO] - mean box_loss: 0.246982 [2020-11-13 09:50:31,152][root][INFO] - mean center_loss: 0.043087 [2020-11-13 09:50:31,153][root][INFO] - mean heading_cls_loss: 0.911812 [2020-11-13 09:50:31,153][root][INFO] - mean heading_reg_loss: 0.056572 [2020-11-13 09:50:31,153][root][INFO] - mean loss: 5.804522 [2020-11-13 09:50:31,153][root][INFO] - mean neg_ratio: 0.747894 [2020-11-13 09:50:31,153][root][INFO] - mean obj_acc: 0.947633 [2020-11-13 09:50:31,153][root][INFO] - mean objectness_loss: 0.046333 [2020-11-13 09:50:31,153][root][INFO] - mean pos_ratio: 0.125323 [2020-11-13 09:50:31,153][root][INFO] - mean sem_cls_loss: 0.299224 [2020-11-13 09:50:31,153][root][INFO] - mean size_cls_loss: 0.298393 [2020-11-13 09:50:31,153][root][INFO] - mean size_reg_loss: 0.026303 [2020-11-13 09:50:31,153][root][INFO] - mean vote_loss: 0.280381 [2020-11-13 09:51:27,426][root][INFO] - ---- batch: 030 ---- [2020-11-13 09:51:27,433][root][INFO] - mean box_loss: 0.246024 [2020-11-13 09:51:27,433][root][INFO] - mean center_loss: 0.050168 [2020-11-13 09:51:27,433][root][INFO] - mean heading_cls_loss: 0.837694 [2020-11-13 09:51:27,433][root][INFO] - mean heading_reg_loss: 0.058431 [2020-11-13 09:51:27,433][root][INFO] - mean loss: 5.965175 [2020-11-13 09:51:27,433][root][INFO] - mean neg_ratio: 0.767523 [2020-11-13 09:51:27,433][root][INFO] - mean obj_acc: 0.932048 [2020-11-13 09:51:27,433][root][INFO] - mean objectness_loss: 0.051799 [2020-11-13 09:51:27,433][root][INFO] - mean pos_ratio: 0.110626 [2020-11-13 09:51:27,433][root][INFO] - mean sem_cls_loss: 0.275710 [2020-11-13 09:51:27,433][root][INFO] - mean size_cls_loss: 0.277075 [2020-11-13 09:51:27,433][root][INFO] - mean size_reg_loss: 0.025949 [2020-11-13 09:51:27,433][root][INFO] - mean vote_loss: 0.297023 [2020-11-13 09:52:22,004][root][INFO] - ---- batch: 040 ---- [2020-11-13 09:52:22,010][root][INFO] - mean box_loss: 0.251543 [2020-11-13 09:52:22,010][root][INFO] - mean center_loss: 0.049886 [2020-11-13 09:52:22,010][root][INFO] - mean heading_cls_loss: 0.910773 [2020-11-13 09:52:22,010][root][INFO] - mean heading_reg_loss: 0.056188 [2020-11-13 09:52:22,010][root][INFO] - mean loss: 5.999859 [2020-11-13 09:52:22,011][root][INFO] - mean neg_ratio: 0.754663 [2020-11-13 09:52:22,011][root][INFO] - mean obj_acc: 0.932887 [2020-11-13 09:52:22,011][root][INFO] - mean objectness_loss: 0.061289 [2020-11-13 09:52:22,011][root][INFO] - mean pos_ratio: 0.124805 [2020-11-13 09:52:22,011][root][INFO] - mean sem_cls_loss: 0.296289 [2020-11-13 09:52:22,011][root][INFO] - mean size_cls_loss: 0.296622 [2020-11-13 09:52:22,011][root][INFO] - mean size_reg_loss: 0.024729 [2020-11-13 09:52:22,011][root][INFO] - mean vote_loss: 0.288170 [2020-11-13 09:53:18,018][root][INFO] - ---- batch: 050 ---- [2020-11-13 09:53:18,024][root][INFO] - mean box_loss: 0.244094 [2020-11-13 09:53:18,026][root][INFO] - mean center_loss: 0.048392 [2020-11-13 09:53:18,027][root][INFO] - mean heading_cls_loss: 0.860395 [2020-11-13 09:53:18,027][root][INFO] - mean heading_reg_loss: 0.051429 [2020-11-13 09:53:18,027][root][INFO] - mean loss: 6.104400 [2020-11-13 09:53:18,027][root][INFO] - mean neg_ratio: 0.752863 [2020-11-13 09:53:18,027][root][INFO] - mean obj_acc: 0.923344 [2020-11-13 09:53:18,027][root][INFO] - mean objectness_loss: 0.058480 [2020-11-13 09:53:18,027][root][INFO] - mean pos_ratio: 0.121735 [2020-11-13 09:53:18,027][root][INFO] - mean sem_cls_loss: 0.320848 [2020-11-13 09:53:18,027][root][INFO] - mean size_cls_loss: 0.320336 [2020-11-13 09:53:18,027][root][INFO] - mean size_reg_loss: 0.026200 [2020-11-13 09:53:18,027][root][INFO] - mean vote_loss: 0.305021 [2020-11-13 09:54:13,876][root][INFO] - ---- batch: 060 ---- [2020-11-13 09:54:13,885][root][INFO] - mean box_loss: 0.248275 [2020-11-13 09:54:13,885][root][INFO] - mean center_loss: 0.045700 [2020-11-13 09:54:13,885][root][INFO] - mean heading_cls_loss: 0.869627 [2020-11-13 09:54:13,885][root][INFO] - mean heading_reg_loss: 0.057285 [2020-11-13 09:54:13,886][root][INFO] - mean loss: 5.985404 [2020-11-13 09:54:13,886][root][INFO] - mean neg_ratio: 0.742834 [2020-11-13 09:54:13,886][root][INFO] - mean obj_acc: 0.929122 [2020-11-13 09:54:13,886][root][INFO] - mean objectness_loss: 0.055295 [2020-11-13 09:54:13,886][root][INFO] - mean pos_ratio: 0.127783 [2020-11-13 09:54:13,886][root][INFO] - mean sem_cls_loss: 0.339386 [2020-11-13 09:54:13,886][root][INFO] - mean size_cls_loss: 0.339303 [2020-11-13 09:54:13,886][root][INFO] - mean size_reg_loss: 0.024397 [2020-11-13 09:54:13,886][root][INFO] - mean vote_loss: 0.288680 [2020-11-13 09:55:08,730][root][INFO] - ---- batch: 070 ---- [2020-11-13 09:55:08,738][root][INFO] - mean box_loss: 0.274769 [2020-11-13 09:55:08,738][root][INFO] - mean center_loss: 0.052463 [2020-11-13 09:55:08,738][root][INFO] - mean heading_cls_loss: 0.956092 [2020-11-13 09:55:08,738][root][INFO] - mean heading_reg_loss: 0.060106 [2020-11-13 09:55:08,739][root][INFO] - mean loss: 6.205292 [2020-11-13 09:55:08,739][root][INFO] - mean neg_ratio: 0.747919 [2020-11-13 09:55:08,739][root][INFO] - mean obj_acc: 0.929944 [2020-11-13 09:55:08,739][root][INFO] - mean objectness_loss: 0.059144 [2020-11-13 09:55:08,739][root][INFO] - mean pos_ratio: 0.124829 [2020-11-13 09:55:08,739][root][INFO] - mean sem_cls_loss: 0.355813 [2020-11-13 09:55:08,739][root][INFO] - mean size_cls_loss: 0.356423 [2020-11-13 09:55:08,739][root][INFO] - mean size_reg_loss: 0.030948 [2020-11-13 09:55:08,739][root][INFO] - mean vote_loss: 0.280607 [2020-11-13 09:56:01,302][root][INFO] - ---- batch: 080 ---- [2020-11-13 09:56:01,367][root][INFO] - mean box_loss: 0.241808 [2020-11-13 09:56:01,367][root][INFO] - mean center_loss: 0.044697 [2020-11-13 09:56:01,367][root][INFO] - mean heading_cls_loss: 0.833394 [2020-11-13 09:56:01,367][root][INFO] - mean heading_reg_loss: 0.057703 [2020-11-13 09:56:01,368][root][INFO] - mean loss: 5.841377 [2020-11-13 09:56:01,368][root][INFO] - mean neg_ratio: 0.733942 [2020-11-13 09:56:01,368][root][INFO] - mean obj_acc: 0.935943 [2020-11-13 09:56:01,368][root][INFO] - mean objectness_loss: 0.055633 [2020-11-13 09:56:01,368][root][INFO] - mean pos_ratio: 0.130096 [2020-11-13 09:56:01,368][root][INFO] - mean sem_cls_loss: 0.306337 [2020-11-13 09:56:01,368][root][INFO] - mean size_cls_loss: 0.307586 [2020-11-13 09:56:01,368][root][INFO] - mean size_reg_loss: 0.025311 [2020-11-13 09:56:01,368][root][INFO] - mean vote_loss: 0.283880 [2020-11-13 09:56:23,542][root][INFO] - **** EPOCH 052 **** [2020-11-13 09:56:23,567][root][INFO] - Current learning rate: 0.001000 [2020-11-13 09:56:23,567][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 09:56:23,567][root][INFO] - 2020-11-13 09:56:23.567891 [2020-11-13 09:57:41,483][root][INFO] - ---- batch: 010 ---- [2020-11-13 09:57:41,489][root][INFO] - mean box_loss: 0.240682 [2020-11-13 09:57:41,490][root][INFO] - mean center_loss: 0.048421 [2020-11-13 09:57:41,490][root][INFO] - mean heading_cls_loss: 0.780316 [2020-11-13 09:57:41,490][root][INFO] - mean heading_reg_loss: 0.059159 [2020-11-13 09:57:41,490][root][INFO] - mean loss: 5.958450 [2020-11-13 09:57:41,490][root][INFO] - mean neg_ratio: 0.739679 [2020-11-13 09:57:41,490][root][INFO] - mean obj_acc: 0.929853 [2020-11-13 09:57:41,490][root][INFO] - mean objectness_loss: 0.054915 [2020-11-13 09:57:41,490][root][INFO] - mean pos_ratio: 0.124500 [2020-11-13 09:57:41,490][root][INFO] - mean sem_cls_loss: 0.316236 [2020-11-13 09:57:41,490][root][INFO] - mean size_cls_loss: 0.317034 [2020-11-13 09:57:41,490][root][INFO] - mean size_reg_loss: 0.023367 [2020-11-13 09:57:41,490][root][INFO] - mean vote_loss: 0.296082 [2020-11-13 09:58:37,578][root][INFO] - ---- batch: 020 ---- [2020-11-13 09:58:37,637][root][INFO] - mean box_loss: 0.251906 [2020-11-13 09:58:37,637][root][INFO] - mean center_loss: 0.045779 [2020-11-13 09:58:37,637][root][INFO] - mean heading_cls_loss: 0.858824 [2020-11-13 09:58:37,637][root][INFO] - mean heading_reg_loss: 0.058224 [2020-11-13 09:58:37,637][root][INFO] - mean loss: 6.226968 [2020-11-13 09:58:37,637][root][INFO] - mean neg_ratio: 0.741028 [2020-11-13 09:58:37,637][root][INFO] - mean obj_acc: 0.933013 [2020-11-13 09:58:37,637][root][INFO] - mean objectness_loss: 0.054100 [2020-11-13 09:58:37,637][root][INFO] - mean pos_ratio: 0.126514 [2020-11-13 09:58:37,637][root][INFO] - mean sem_cls_loss: 0.338360 [2020-11-13 09:58:37,637][root][INFO] - mean size_cls_loss: 0.338359 [2020-11-13 09:58:37,637][root][INFO] - mean size_reg_loss: 0.028185 [2020-11-13 09:58:37,637][root][INFO] - mean vote_loss: 0.309905 [2020-11-13 09:59:31,704][root][INFO] - ---- batch: 030 ---- [2020-11-13 09:59:31,711][root][INFO] - mean box_loss: 0.254493 [2020-11-13 09:59:31,711][root][INFO] - mean center_loss: 0.051563 [2020-11-13 09:59:31,711][root][INFO] - mean heading_cls_loss: 0.860776 [2020-11-13 09:59:31,711][root][INFO] - mean heading_reg_loss: 0.055987 [2020-11-13 09:59:31,711][root][INFO] - mean loss: 6.166965 [2020-11-13 09:59:31,711][root][INFO] - mean neg_ratio: 0.742609 [2020-11-13 09:59:31,711][root][INFO] - mean obj_acc: 0.934279 [2020-11-13 09:59:31,711][root][INFO] - mean objectness_loss: 0.059474 [2020-11-13 09:59:31,711][root][INFO] - mean pos_ratio: 0.124902 [2020-11-13 09:59:31,711][root][INFO] - mean sem_cls_loss: 0.317153 [2020-11-13 09:59:31,711][root][INFO] - mean size_cls_loss: 0.316862 [2020-11-13 09:59:31,711][root][INFO] - mean size_reg_loss: 0.029178 [2020-11-13 09:59:31,711][root][INFO] - mean vote_loss: 0.300752 [2020-11-13 10:00:27,956][root][INFO] - ---- batch: 040 ---- [2020-11-13 10:00:27,963][root][INFO] - mean box_loss: 0.255754 [2020-11-13 10:00:27,963][root][INFO] - mean center_loss: 0.048907 [2020-11-13 10:00:27,963][root][INFO] - mean heading_cls_loss: 0.874071 [2020-11-13 10:00:27,963][root][INFO] - mean heading_reg_loss: 0.057040 [2020-11-13 10:00:27,963][root][INFO] - mean loss: 6.160403 [2020-11-13 10:00:27,963][root][INFO] - mean neg_ratio: 0.760132 [2020-11-13 10:00:27,963][root][INFO] - mean obj_acc: 0.926091 [2020-11-13 10:00:27,963][root][INFO] - mean objectness_loss: 0.055377 [2020-11-13 10:00:27,963][root][INFO] - mean pos_ratio: 0.114124 [2020-11-13 10:00:27,963][root][INFO] - mean sem_cls_loss: 0.339117 [2020-11-13 10:00:27,963][root][INFO] - mean size_cls_loss: 0.339033 [2020-11-13 10:00:27,964][root][INFO] - mean size_reg_loss: 0.028498 [2020-11-13 10:00:27,964][root][INFO] - mean vote_loss: 0.298686 [2020-11-13 10:01:22,527][root][INFO] - ---- batch: 050 ---- [2020-11-13 10:01:22,533][root][INFO] - mean box_loss: 0.260612 [2020-11-13 10:01:22,533][root][INFO] - mean center_loss: 0.044993 [2020-11-13 10:01:22,533][root][INFO] - mean heading_cls_loss: 0.936626 [2020-11-13 10:01:22,533][root][INFO] - mean heading_reg_loss: 0.063830 [2020-11-13 10:01:22,533][root][INFO] - mean loss: 6.057297 [2020-11-13 10:01:22,533][root][INFO] - mean neg_ratio: 0.752295 [2020-11-13 10:01:22,533][root][INFO] - mean obj_acc: 0.936251 [2020-11-13 10:01:22,533][root][INFO] - mean objectness_loss: 0.052422 [2020-11-13 10:01:22,533][root][INFO] - mean pos_ratio: 0.114038 [2020-11-13 10:01:22,533][root][INFO] - mean sem_cls_loss: 0.329758 [2020-11-13 10:01:22,533][root][INFO] - mean size_cls_loss: 0.330358 [2020-11-13 10:01:22,533][root][INFO] - mean size_reg_loss: 0.025091 [2020-11-13 10:01:22,533][root][INFO] - mean vote_loss: 0.285931 [2020-11-13 10:02:18,411][root][INFO] - ---- batch: 060 ---- [2020-11-13 10:02:18,419][root][INFO] - mean box_loss: 0.254977 [2020-11-13 10:02:18,420][root][INFO] - mean center_loss: 0.044657 [2020-11-13 10:02:18,420][root][INFO] - mean heading_cls_loss: 0.908471 [2020-11-13 10:02:18,420][root][INFO] - mean heading_reg_loss: 0.058710 [2020-11-13 10:02:18,420][root][INFO] - mean loss: 5.999055 [2020-11-13 10:02:18,420][root][INFO] - mean neg_ratio: 0.740857 [2020-11-13 10:02:18,420][root][INFO] - mean obj_acc: 0.928780 [2020-11-13 10:02:18,421][root][INFO] - mean objectness_loss: 0.057036 [2020-11-13 10:02:18,421][root][INFO] - mean pos_ratio: 0.124957 [2020-11-13 10:02:18,421][root][INFO] - mean sem_cls_loss: 0.319255 [2020-11-13 10:02:18,421][root][INFO] - mean size_cls_loss: 0.319129 [2020-11-13 10:02:18,421][root][INFO] - mean size_reg_loss: 0.028851 [2020-11-13 10:02:18,421][root][INFO] - mean vote_loss: 0.284485 [2020-11-13 10:03:12,197][root][INFO] - ---- batch: 070 ---- [2020-11-13 10:03:12,210][root][INFO] - mean box_loss: 0.267497 [2020-11-13 10:03:12,211][root][INFO] - mean center_loss: 0.055409 [2020-11-13 10:03:12,211][root][INFO] - mean heading_cls_loss: 0.915455 [2020-11-13 10:03:12,211][root][INFO] - mean heading_reg_loss: 0.063135 [2020-11-13 10:03:12,211][root][INFO] - mean loss: 6.230924 [2020-11-13 10:03:12,212][root][INFO] - mean neg_ratio: 0.762183 [2020-11-13 10:03:12,212][root][INFO] - mean obj_acc: 0.932843 [2020-11-13 10:03:12,212][root][INFO] - mean objectness_loss: 0.053236 [2020-11-13 10:03:12,212][root][INFO] - mean pos_ratio: 0.116711 [2020-11-13 10:03:12,212][root][INFO] - mean sem_cls_loss: 0.330703 [2020-11-13 10:03:12,212][root][INFO] - mean size_cls_loss: 0.330552 [2020-11-13 10:03:12,212][root][INFO] - mean size_reg_loss: 0.024353 [2020-11-13 10:03:12,212][root][INFO] - mean vote_loss: 0.295907 [2020-11-13 10:04:07,083][root][INFO] - ---- batch: 080 ---- [2020-11-13 10:04:07,092][root][INFO] - mean box_loss: 0.244735 [2020-11-13 10:04:07,094][root][INFO] - mean center_loss: 0.046194 [2020-11-13 10:04:07,094][root][INFO] - mean heading_cls_loss: 0.800011 [2020-11-13 10:04:07,094][root][INFO] - mean heading_reg_loss: 0.065816 [2020-11-13 10:04:07,094][root][INFO] - mean loss: 5.902671 [2020-11-13 10:04:07,095][root][INFO] - mean neg_ratio: 0.744421 [2020-11-13 10:04:07,095][root][INFO] - mean obj_acc: 0.938077 [2020-11-13 10:04:07,095][root][INFO] - mean objectness_loss: 0.053790 [2020-11-13 10:04:07,095][root][INFO] - mean pos_ratio: 0.123706 [2020-11-13 10:04:07,095][root][INFO] - mean sem_cls_loss: 0.268822 [2020-11-13 10:04:07,095][root][INFO] - mean size_cls_loss: 0.267580 [2020-11-13 10:04:07,095][root][INFO] - mean size_reg_loss: 0.025966 [2020-11-13 10:04:07,095][root][INFO] - mean vote_loss: 0.291754 [2020-11-13 10:04:23,585][root][INFO] - **** EPOCH 053 **** [2020-11-13 10:04:23,586][root][INFO] - Current learning rate: 0.001000 [2020-11-13 10:04:23,586][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 10:04:23,586][root][INFO] - 2020-11-13 10:04:23.586883 [2020-11-13 10:05:22,741][root][INFO] - ---- batch: 010 ---- [2020-11-13 10:05:22,747][root][INFO] - mean box_loss: 0.255902 [2020-11-13 10:05:22,747][root][INFO] - mean center_loss: 0.044873 [2020-11-13 10:05:22,747][root][INFO] - mean heading_cls_loss: 0.935217 [2020-11-13 10:05:22,747][root][INFO] - mean heading_reg_loss: 0.055504 [2020-11-13 10:05:22,747][root][INFO] - mean loss: 6.094070 [2020-11-13 10:05:22,747][root][INFO] - mean neg_ratio: 0.743488 [2020-11-13 10:05:22,747][root][INFO] - mean obj_acc: 0.934633 [2020-11-13 10:05:22,748][root][INFO] - mean objectness_loss: 0.053728 [2020-11-13 10:05:22,748][root][INFO] - mean pos_ratio: 0.124084 [2020-11-13 10:05:22,748][root][INFO] - mean sem_cls_loss: 0.348167 [2020-11-13 10:05:22,748][root][INFO] - mean size_cls_loss: 0.348096 [2020-11-13 10:05:22,748][root][INFO] - mean size_reg_loss: 0.027194 [2020-11-13 10:05:22,748][root][INFO] - mean vote_loss: 0.291824 [2020-11-13 10:06:15,835][root][INFO] - ---- batch: 020 ---- [2020-11-13 10:06:15,843][root][INFO] - mean box_loss: 0.250007 [2020-11-13 10:06:15,843][root][INFO] - mean center_loss: 0.045877 [2020-11-13 10:06:15,843][root][INFO] - mean heading_cls_loss: 0.838535 [2020-11-13 10:06:15,844][root][INFO] - mean heading_reg_loss: 0.060694 [2020-11-13 10:06:15,844][root][INFO] - mean loss: 6.092988 [2020-11-13 10:06:15,844][root][INFO] - mean neg_ratio: 0.740997 [2020-11-13 10:06:15,844][root][INFO] - mean obj_acc: 0.937143 [2020-11-13 10:06:15,844][root][INFO] - mean objectness_loss: 0.055003 [2020-11-13 10:06:15,844][root][INFO] - mean pos_ratio: 0.126514 [2020-11-13 10:06:15,844][root][INFO] - mean sem_cls_loss: 0.355121 [2020-11-13 10:06:15,844][root][INFO] - mean size_cls_loss: 0.355289 [2020-11-13 10:06:15,844][root][INFO] - mean size_reg_loss: 0.024054 [2020-11-13 10:06:15,844][root][INFO] - mean vote_loss: 0.296278 [2020-11-13 10:07:10,768][root][INFO] - ---- batch: 030 ---- [2020-11-13 10:07:10,776][root][INFO] - mean box_loss: 0.250321 [2020-11-13 10:07:10,776][root][INFO] - mean center_loss: 0.049693 [2020-11-13 10:07:10,776][root][INFO] - mean heading_cls_loss: 0.892382 [2020-11-13 10:07:10,776][root][INFO] - mean heading_reg_loss: 0.057389 [2020-11-13 10:07:10,776][root][INFO] - mean loss: 6.116189 [2020-11-13 10:07:10,777][root][INFO] - mean neg_ratio: 0.767432 [2020-11-13 10:07:10,777][root][INFO] - mean obj_acc: 0.918954 [2020-11-13 10:07:10,777][root][INFO] - mean objectness_loss: 0.055128 [2020-11-13 10:07:10,777][root][INFO] - mean pos_ratio: 0.109198 [2020-11-13 10:07:10,777][root][INFO] - mean sem_cls_loss: 0.295295 [2020-11-13 10:07:10,777][root][INFO] - mean size_cls_loss: 0.294937 [2020-11-13 10:07:10,777][root][INFO] - mean size_reg_loss: 0.024507 [2020-11-13 10:07:10,777][root][INFO] - mean vote_loss: 0.304205 [2020-11-13 10:08:03,960][root][INFO] - ---- batch: 040 ---- [2020-11-13 10:08:03,966][root][INFO] - mean box_loss: 0.256020 [2020-11-13 10:08:03,966][root][INFO] - mean center_loss: 0.052152 [2020-11-13 10:08:03,966][root][INFO] - mean heading_cls_loss: 0.833366 [2020-11-13 10:08:03,966][root][INFO] - mean heading_reg_loss: 0.061180 [2020-11-13 10:08:03,966][root][INFO] - mean loss: 5.944653 [2020-11-13 10:08:03,966][root][INFO] - mean neg_ratio: 0.751563 [2020-11-13 10:08:03,966][root][INFO] - mean obj_acc: 0.944342 [2020-11-13 10:08:03,966][root][INFO] - mean objectness_loss: 0.050741 [2020-11-13 10:08:03,966][root][INFO] - mean pos_ratio: 0.120715 [2020-11-13 10:08:03,966][root][INFO] - mean sem_cls_loss: 0.317019 [2020-11-13 10:08:03,966][root][INFO] - mean size_cls_loss: 0.317425 [2020-11-13 10:08:03,967][root][INFO] - mean size_reg_loss: 0.027608 [2020-11-13 10:08:03,967][root][INFO] - mean vote_loss: 0.281373 [2020-11-13 10:08:58,954][root][INFO] - ---- batch: 050 ---- [2020-11-13 10:08:58,963][root][INFO] - mean box_loss: 0.254255 [2020-11-13 10:08:58,963][root][INFO] - mean center_loss: 0.052963 [2020-11-13 10:08:58,963][root][INFO] - mean heading_cls_loss: 0.833179 [2020-11-13 10:08:58,963][root][INFO] - mean heading_reg_loss: 0.058414 [2020-11-13 10:08:58,963][root][INFO] - mean loss: 6.129106 [2020-11-13 10:08:58,963][root][INFO] - mean neg_ratio: 0.765668 [2020-11-13 10:08:58,963][root][INFO] - mean obj_acc: 0.937788 [2020-11-13 10:08:58,963][root][INFO] - mean objectness_loss: 0.052896 [2020-11-13 10:08:58,963][root][INFO] - mean pos_ratio: 0.115063 [2020-11-13 10:08:58,963][root][INFO] - mean sem_cls_loss: 0.343855 [2020-11-13 10:08:58,963][root][INFO] - mean size_cls_loss: 0.344679 [2020-11-13 10:08:58,963][root][INFO] - mean size_reg_loss: 0.025093 [2020-11-13 10:08:58,963][root][INFO] - mean vote_loss: 0.297822 [2020-11-13 10:09:53,542][root][INFO] - ---- batch: 060 ---- [2020-11-13 10:09:53,552][root][INFO] - mean box_loss: 0.265068 [2020-11-13 10:09:53,552][root][INFO] - mean center_loss: 0.057084 [2020-11-13 10:09:53,552][root][INFO] - mean heading_cls_loss: 0.809126 [2020-11-13 10:09:53,553][root][INFO] - mean heading_reg_loss: 0.064674 [2020-11-13 10:09:53,553][root][INFO] - mean loss: 6.333997 [2020-11-13 10:09:53,553][root][INFO] - mean neg_ratio: 0.754626 [2020-11-13 10:09:53,553][root][INFO] - mean obj_acc: 0.937828 [2020-11-13 10:09:53,553][root][INFO] - mean objectness_loss: 0.053675 [2020-11-13 10:09:53,553][root][INFO] - mean pos_ratio: 0.119214 [2020-11-13 10:09:53,553][root][INFO] - mean sem_cls_loss: 0.342220 [2020-11-13 10:09:53,554][root][INFO] - mean size_cls_loss: 0.343092 [2020-11-13 10:09:53,554][root][INFO] - mean size_reg_loss: 0.028089 [2020-11-13 10:09:53,554][root][INFO] - mean vote_loss: 0.307272 [2020-11-13 10:10:47,358][root][INFO] - ---- batch: 070 ---- [2020-11-13 10:10:47,388][root][INFO] - mean box_loss: 0.281961 [2020-11-13 10:10:47,388][root][INFO] - mean center_loss: 0.058278 [2020-11-13 10:10:47,388][root][INFO] - mean heading_cls_loss: 0.907221 [2020-11-13 10:10:47,389][root][INFO] - mean heading_reg_loss: 0.066933 [2020-11-13 10:10:47,389][root][INFO] - mean loss: 6.563533 [2020-11-13 10:10:47,389][root][INFO] - mean neg_ratio: 0.768689 [2020-11-13 10:10:47,389][root][INFO] - mean obj_acc: 0.934451 [2020-11-13 10:10:47,389][root][INFO] - mean objectness_loss: 0.052209 [2020-11-13 10:10:47,389][root][INFO] - mean pos_ratio: 0.104346 [2020-11-13 10:10:47,389][root][INFO] - mean sem_cls_loss: 0.382963 [2020-11-13 10:10:47,389][root][INFO] - mean size_cls_loss: 0.382613 [2020-11-13 10:10:47,389][root][INFO] - mean size_reg_loss: 0.027767 [2020-11-13 10:10:47,389][root][INFO] - mean vote_loss: 0.309991 [2020-11-13 10:11:41,983][root][INFO] - ---- batch: 080 ---- [2020-11-13 10:11:41,996][root][INFO] - mean box_loss: 0.285891 [2020-11-13 10:11:41,998][root][INFO] - mean center_loss: 0.059770 [2020-11-13 10:11:41,998][root][INFO] - mean heading_cls_loss: 0.937397 [2020-11-13 10:11:41,998][root][INFO] - mean heading_reg_loss: 0.068265 [2020-11-13 10:11:41,998][root][INFO] - mean loss: 6.688867 [2020-11-13 10:11:41,998][root][INFO] - mean neg_ratio: 0.761761 [2020-11-13 10:11:41,998][root][INFO] - mean obj_acc: 0.934256 [2020-11-13 10:11:41,998][root][INFO] - mean objectness_loss: 0.055043 [2020-11-13 10:11:41,998][root][INFO] - mean pos_ratio: 0.104773 [2020-11-13 10:11:41,998][root][INFO] - mean sem_cls_loss: 0.333165 [2020-11-13 10:11:41,998][root][INFO] - mean size_cls_loss: 0.332449 [2020-11-13 10:11:41,999][root][INFO] - mean size_reg_loss: 0.030872 [2020-11-13 10:11:41,999][root][INFO] - mean vote_loss: 0.322158 [2020-11-13 10:12:03,182][root][INFO] - **** EPOCH 054 **** [2020-11-13 10:12:03,191][root][INFO] - Current learning rate: 0.001000 [2020-11-13 10:12:03,191][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 10:12:03,191][root][INFO] - 2020-11-13 10:12:03.191343 [2020-11-13 10:13:16,240][root][INFO] - ---- batch: 010 ---- [2020-11-13 10:13:16,247][root][INFO] - mean box_loss: 0.254541 [2020-11-13 10:13:16,247][root][INFO] - mean center_loss: 0.047130 [2020-11-13 10:13:16,247][root][INFO] - mean heading_cls_loss: 0.843187 [2020-11-13 10:13:16,247][root][INFO] - mean heading_reg_loss: 0.063442 [2020-11-13 10:13:16,247][root][INFO] - mean loss: 6.106698 [2020-11-13 10:13:16,247][root][INFO] - mean neg_ratio: 0.744177 [2020-11-13 10:13:16,247][root][INFO] - mean obj_acc: 0.937651 [2020-11-13 10:13:16,247][root][INFO] - mean objectness_loss: 0.054049 [2020-11-13 10:13:16,247][root][INFO] - mean pos_ratio: 0.119360 [2020-11-13 10:13:16,247][root][INFO] - mean sem_cls_loss: 0.330372 [2020-11-13 10:13:16,247][root][INFO] - mean size_cls_loss: 0.331126 [2020-11-13 10:13:16,247][root][INFO] - mean size_reg_loss: 0.026538 [2020-11-13 10:13:16,247][root][INFO] - mean vote_loss: 0.296068 [2020-11-13 10:14:10,150][root][INFO] - ---- batch: 020 ---- [2020-11-13 10:14:10,157][root][INFO] - mean box_loss: 0.241523 [2020-11-13 10:14:10,157][root][INFO] - mean center_loss: 0.043301 [2020-11-13 10:14:10,157][root][INFO] - mean heading_cls_loss: 0.834230 [2020-11-13 10:14:10,157][root][INFO] - mean heading_reg_loss: 0.058186 [2020-11-13 10:14:10,158][root][INFO] - mean loss: 5.966576 [2020-11-13 10:14:10,158][root][INFO] - mean neg_ratio: 0.723724 [2020-11-13 10:14:10,158][root][INFO] - mean obj_acc: 0.926609 [2020-11-13 10:14:10,158][root][INFO] - mean objectness_loss: 0.059695 [2020-11-13 10:14:10,158][root][INFO] - mean pos_ratio: 0.130573 [2020-11-13 10:14:10,158][root][INFO] - mean sem_cls_loss: 0.321383 [2020-11-13 10:14:10,158][root][INFO] - mean size_cls_loss: 0.321372 [2020-11-13 10:14:10,158][root][INFO] - mean size_reg_loss: 0.024476 [2020-11-13 10:14:10,158][root][INFO] - mean vote_loss: 0.293148 [2020-11-13 10:15:06,269][root][INFO] - ---- batch: 030 ---- [2020-11-13 10:15:06,276][root][INFO] - mean box_loss: 0.257061 [2020-11-13 10:15:06,276][root][INFO] - mean center_loss: 0.046691 [2020-11-13 10:15:06,276][root][INFO] - mean heading_cls_loss: 0.870983 [2020-11-13 10:15:06,276][root][INFO] - mean heading_reg_loss: 0.060766 [2020-11-13 10:15:06,276][root][INFO] - mean loss: 6.180790 [2020-11-13 10:15:06,276][root][INFO] - mean neg_ratio: 0.757257 [2020-11-13 10:15:06,276][root][INFO] - mean obj_acc: 0.931566 [2020-11-13 10:15:06,276][root][INFO] - mean objectness_loss: 0.053568 [2020-11-13 10:15:06,276][root][INFO] - mean pos_ratio: 0.114758 [2020-11-13 10:15:06,276][root][INFO] - mean sem_cls_loss: 0.350752 [2020-11-13 10:15:06,276][root][INFO] - mean size_cls_loss: 0.350822 [2020-11-13 10:15:06,276][root][INFO] - mean size_reg_loss: 0.027424 [2020-11-13 10:15:06,277][root][INFO] - mean vote_loss: 0.299158 [2020-11-13 10:16:00,612][root][INFO] - ---- batch: 040 ---- [2020-11-13 10:16:00,618][root][INFO] - mean box_loss: 0.257310 [2020-11-13 10:16:00,618][root][INFO] - mean center_loss: 0.047579 [2020-11-13 10:16:00,618][root][INFO] - mean heading_cls_loss: 0.847117 [2020-11-13 10:16:00,618][root][INFO] - mean heading_reg_loss: 0.066494 [2020-11-13 10:16:00,618][root][INFO] - mean loss: 6.004778 [2020-11-13 10:16:00,618][root][INFO] - mean neg_ratio: 0.753156 [2020-11-13 10:16:00,618][root][INFO] - mean obj_acc: 0.938678 [2020-11-13 10:16:00,618][root][INFO] - mean objectness_loss: 0.053085 [2020-11-13 10:16:00,618][root][INFO] - mean pos_ratio: 0.116180 [2020-11-13 10:16:00,618][root][INFO] - mean sem_cls_loss: 0.321451 [2020-11-13 10:16:00,618][root][INFO] - mean size_cls_loss: 0.320591 [2020-11-13 10:16:00,619][root][INFO] - mean size_reg_loss: 0.026466 [2020-11-13 10:16:00,619][root][INFO] - mean vote_loss: 0.284480 [2020-11-13 10:16:57,336][root][INFO] - ---- batch: 050 ---- [2020-11-13 10:16:57,342][root][INFO] - mean box_loss: 0.270790 [2020-11-13 10:16:57,343][root][INFO] - mean center_loss: 0.054503 [2020-11-13 10:16:57,343][root][INFO] - mean heading_cls_loss: 0.936249 [2020-11-13 10:16:57,343][root][INFO] - mean heading_reg_loss: 0.064923 [2020-11-13 10:16:57,343][root][INFO] - mean loss: 6.351248 [2020-11-13 10:16:57,343][root][INFO] - mean neg_ratio: 0.762872 [2020-11-13 10:16:57,343][root][INFO] - mean obj_acc: 0.936418 [2020-11-13 10:16:57,343][root][INFO] - mean objectness_loss: 0.052401 [2020-11-13 10:16:57,343][root][INFO] - mean pos_ratio: 0.114081 [2020-11-13 10:16:57,343][root][INFO] - mean sem_cls_loss: 0.324503 [2020-11-13 10:16:57,343][root][INFO] - mean size_cls_loss: 0.324298 [2020-11-13 10:16:57,343][root][INFO] - mean size_reg_loss: 0.025310 [2020-11-13 10:16:57,343][root][INFO] - mean vote_loss: 0.305684 [2020-11-13 10:17:51,725][root][INFO] - ---- batch: 060 ---- [2020-11-13 10:17:51,734][root][INFO] - mean box_loss: 0.254203 [2020-11-13 10:17:51,734][root][INFO] - mean center_loss: 0.046882 [2020-11-13 10:17:51,734][root][INFO] - mean heading_cls_loss: 0.882662 [2020-11-13 10:17:51,735][root][INFO] - mean heading_reg_loss: 0.060073 [2020-11-13 10:17:51,735][root][INFO] - mean loss: 5.892078 [2020-11-13 10:17:51,735][root][INFO] - mean neg_ratio: 0.767981 [2020-11-13 10:17:51,736][root][INFO] - mean obj_acc: 0.932732 [2020-11-13 10:17:51,736][root][INFO] - mean objectness_loss: 0.053175 [2020-11-13 10:17:51,736][root][INFO] - mean pos_ratio: 0.107141 [2020-11-13 10:17:51,736][root][INFO] - mean sem_cls_loss: 0.321873 [2020-11-13 10:17:51,736][root][INFO] - mean size_cls_loss: 0.322105 [2020-11-13 10:17:51,736][root][INFO] - mean size_reg_loss: 0.026772 [2020-11-13 10:17:51,736][root][INFO] - mean vote_loss: 0.276230 [2020-11-13 10:18:45,477][root][INFO] - ---- batch: 070 ---- [2020-11-13 10:18:45,484][root][INFO] - mean box_loss: 0.255805 [2020-11-13 10:18:45,484][root][INFO] - mean center_loss: 0.045718 [2020-11-13 10:18:45,484][root][INFO] - mean heading_cls_loss: 0.937589 [2020-11-13 10:18:45,484][root][INFO] - mean heading_reg_loss: 0.051325 [2020-11-13 10:18:45,484][root][INFO] - mean loss: 6.152688 [2020-11-13 10:18:45,485][root][INFO] - mean neg_ratio: 0.760291 [2020-11-13 10:18:45,485][root][INFO] - mean obj_acc: 0.941781 [2020-11-13 10:18:45,485][root][INFO] - mean objectness_loss: 0.049318 [2020-11-13 10:18:45,485][root][INFO] - mean pos_ratio: 0.110260 [2020-11-13 10:18:45,485][root][INFO] - mean sem_cls_loss: 0.350988 [2020-11-13 10:18:45,485][root][INFO] - mean size_cls_loss: 0.350333 [2020-11-13 10:18:45,485][root][INFO] - mean size_reg_loss: 0.029970 [2020-11-13 10:18:45,485][root][INFO] - mean vote_loss: 0.299706 [2020-11-13 10:19:39,326][root][INFO] - ---- batch: 080 ---- [2020-11-13 10:19:39,414][root][INFO] - mean box_loss: 0.248597 [2020-11-13 10:19:39,416][root][INFO] - mean center_loss: 0.042536 [2020-11-13 10:19:39,416][root][INFO] - mean heading_cls_loss: 0.857937 [2020-11-13 10:19:39,416][root][INFO] - mean heading_reg_loss: 0.058703 [2020-11-13 10:19:39,416][root][INFO] - mean loss: 5.902110 [2020-11-13 10:19:39,416][root][INFO] - mean neg_ratio: 0.750140 [2020-11-13 10:19:39,416][root][INFO] - mean obj_acc: 0.941160 [2020-11-13 10:19:39,416][root][INFO] - mean objectness_loss: 0.052215 [2020-11-13 10:19:39,416][root][INFO] - mean pos_ratio: 0.120367 [2020-11-13 10:19:39,416][root][INFO] - mean sem_cls_loss: 0.319383 [2020-11-13 10:19:39,416][root][INFO] - mean size_cls_loss: 0.318513 [2020-11-13 10:19:39,416][root][INFO] - mean size_reg_loss: 0.029713 [2020-11-13 10:19:39,417][root][INFO] - mean vote_loss: 0.283568 [2020-11-13 10:19:54,307][root][INFO] - Eval batch: 0 [2020-11-13 10:19:57,542][root][INFO] - Eval batch: 10 [2020-11-13 10:20:00,639][root][INFO] - Eval batch: 20 [2020-11-13 10:20:02,558][root][INFO] - Eval batch: 30 [2020-11-13 10:20:04,554][root][INFO] - Eval batch: 40 [2020-11-13 10:20:06,407][root][INFO] - Eval batch: 50 [2020-11-13 10:20:08,193][root][INFO] - Eval batch: 60 [2020-11-13 10:20:10,058][root][INFO] - Eval batch: 70 [2020-11-13 10:20:11,942][root][INFO] - 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Eval batch: 4940 [2020-11-13 10:37:27,692][root][INFO] - Eval batch: 4950 [2020-11-13 10:37:29,602][root][INFO] - Eval batch: 4960 [2020-11-13 10:37:32,012][root][INFO] - Eval batch: 4970 [2020-11-13 10:37:33,952][root][INFO] - Eval batch: 4980 [2020-11-13 10:37:36,511][root][INFO] - Eval batch: 4990 [2020-11-13 10:37:38,568][root][INFO] - Eval batch: 5000 [2020-11-13 10:37:40,390][root][INFO] - Eval batch: 5010 [2020-11-13 10:37:42,295][root][INFO] - Eval batch: 5020 [2020-11-13 10:37:44,161][root][INFO] - Eval batch: 5030 [2020-11-13 10:37:46,109][root][INFO] - Eval batch: 5040 [2020-11-13 10:37:48,135][root][INFO] - eval mean box_loss: 0.259178 [2020-11-13 10:37:48,135][root][INFO] - eval mean center_loss: 0.045320 [2020-11-13 10:37:48,136][root][INFO] - eval mean heading_cls_loss: 0.863388 [2020-11-13 10:37:48,136][root][INFO] - eval mean heading_reg_loss: 0.054449 [2020-11-13 10:37:48,137][root][INFO] - eval mean loss: 6.012868 [2020-11-13 10:37:48,137][root][INFO] - eval mean neg_ratio: 0.724731 [2020-11-13 10:37:48,137][root][INFO] - eval mean obj_acc: 0.905711 [2020-11-13 10:37:48,138][root][INFO] - eval mean objectness_loss: 0.073936 [2020-11-13 10:37:48,138][root][INFO] - eval mean pos_ratio: 0.132921 [2020-11-13 10:37:48,139][root][INFO] - eval mean sem_cls_loss: 0.473826 [2020-11-13 10:37:48,139][root][INFO] - eval mean size_cls_loss: 0.474097 [2020-11-13 10:37:48,140][root][INFO] - eval mean size_reg_loss: 0.025660 [2020-11-13 10:37:48,140][root][INFO] - eval mean vote_loss: 0.257758 [2020-11-13 10:38:54,757][root][INFO] - eval bed Average Precision: 0.326007 [2020-11-13 10:38:54,832][root][INFO] - eval table Average Precision: 0.146509 [2020-11-13 10:38:54,833][root][INFO] - eval sofa Average Precision: 0.421056 [2020-11-13 10:38:54,833][root][INFO] - eval chair Average Precision: 0.471926 [2020-11-13 10:38:54,833][root][INFO] - eval toilet Average Precision: 0.484082 [2020-11-13 10:38:54,833][root][INFO] - eval desk Average Precision: 0.032097 [2020-11-13 10:38:54,833][root][INFO] - eval dresser Average Precision: 0.060153 [2020-11-13 10:38:54,833][root][INFO] - eval night_stand Average Precision: 0.165321 [2020-11-13 10:38:54,833][root][INFO] - eval bookshelf Average Precision: 0.053057 [2020-11-13 10:38:54,833][root][INFO] - eval bathtub Average Precision: 0.103396 [2020-11-13 10:38:54,833][root][INFO] - eval mAP: 0.226360 [2020-11-13 10:38:54,833][root][INFO] - eval bed Recall: 0.523020 [2020-11-13 10:38:54,833][root][INFO] - eval table Recall: 0.349284 [2020-11-13 10:38:54,833][root][INFO] - eval sofa Recall: 0.589984 [2020-11-13 10:38:54,833][root][INFO] - eval chair Recall: 0.621391 [2020-11-13 10:38:54,833][root][INFO] - eval toilet Recall: 0.629139 [2020-11-13 10:38:54,833][root][INFO] - eval desk Recall: 0.242499 [2020-11-13 10:38:54,833][root][INFO] - eval dresser Recall: 0.310185 [2020-11-13 10:38:54,833][root][INFO] - eval night_stand Recall: 0.381890 [2020-11-13 10:38:54,833][root][INFO] - eval bookshelf Recall: 0.157191 [2020-11-13 10:38:54,833][root][INFO] - eval bathtub Recall: 0.326923 [2020-11-13 10:38:54,833][root][INFO] - eval AR: 0.413151 [2020-11-13 10:38:54,834][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 10:39:09,676][root][INFO] - **** EPOCH 055 **** [2020-11-13 10:39:09,700][root][INFO] - Current learning rate: 0.001000 [2020-11-13 10:39:09,700][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 10:39:09,700][root][INFO] - 2020-11-13 10:39:09.700893 [2020-11-13 10:40:23,145][root][INFO] - ---- batch: 010 ---- [2020-11-13 10:40:23,153][root][INFO] - mean box_loss: 0.245881 [2020-11-13 10:40:23,153][root][INFO] - mean center_loss: 0.041474 [2020-11-13 10:40:23,153][root][INFO] - mean heading_cls_loss: 0.874388 [2020-11-13 10:40:23,153][root][INFO] - mean heading_reg_loss: 0.061871 [2020-11-13 10:40:23,153][root][INFO] - mean loss: 5.970032 [2020-11-13 10:40:23,153][root][INFO] - mean neg_ratio: 0.753284 [2020-11-13 10:40:23,153][root][INFO] - mean obj_acc: 0.934775 [2020-11-13 10:40:23,153][root][INFO] - mean objectness_loss: 0.049830 [2020-11-13 10:40:23,153][root][INFO] - mean pos_ratio: 0.115613 [2020-11-13 10:40:23,153][root][INFO] - mean sem_cls_loss: 0.296937 [2020-11-13 10:40:23,153][root][INFO] - mean size_cls_loss: 0.294998 [2020-11-13 10:40:23,153][root][INFO] - mean size_reg_loss: 0.025597 [2020-11-13 10:40:23,153][root][INFO] - mean vote_loss: 0.296514 [2020-11-13 10:41:18,647][root][INFO] - ---- batch: 020 ---- [2020-11-13 10:41:18,653][root][INFO] - mean box_loss: 0.259311 [2020-11-13 10:41:18,653][root][INFO] - mean center_loss: 0.044417 [2020-11-13 10:41:18,653][root][INFO] - mean heading_cls_loss: 0.886569 [2020-11-13 10:41:18,653][root][INFO] - mean heading_reg_loss: 0.061467 [2020-11-13 10:41:18,653][root][INFO] - mean loss: 6.040771 [2020-11-13 10:41:18,653][root][INFO] - mean neg_ratio: 0.773273 [2020-11-13 10:41:18,653][root][INFO] - mean obj_acc: 0.934265 [2020-11-13 10:41:18,653][root][INFO] - mean objectness_loss: 0.054570 [2020-11-13 10:41:18,653][root][INFO] - mean pos_ratio: 0.106793 [2020-11-13 10:41:18,653][root][INFO] - mean sem_cls_loss: 0.369358 [2020-11-13 10:41:18,654][root][INFO] - mean size_cls_loss: 0.370522 [2020-11-13 10:41:18,654][root][INFO] - mean size_reg_loss: 0.027718 [2020-11-13 10:41:18,654][root][INFO] - mean vote_loss: 0.280545 [2020-11-13 10:42:13,072][root][INFO] - ---- batch: 030 ---- [2020-11-13 10:42:13,078][root][INFO] - mean box_loss: 0.249240 [2020-11-13 10:42:13,078][root][INFO] - mean center_loss: 0.041590 [2020-11-13 10:42:13,078][root][INFO] - mean heading_cls_loss: 0.829738 [2020-11-13 10:42:13,078][root][INFO] - mean heading_reg_loss: 0.065979 [2020-11-13 10:42:13,078][root][INFO] - mean loss: 5.892451 [2020-11-13 10:42:13,078][root][INFO] - mean neg_ratio: 0.742590 [2020-11-13 10:42:13,079][root][INFO] - mean obj_acc: 0.941228 [2020-11-13 10:42:13,079][root][INFO] - mean objectness_loss: 0.055809 [2020-11-13 10:42:13,079][root][INFO] - mean pos_ratio: 0.125525 [2020-11-13 10:42:13,079][root][INFO] - mean sem_cls_loss: 0.322601 [2020-11-13 10:42:13,079][root][INFO] - mean size_cls_loss: 0.323495 [2020-11-13 10:42:13,079][root][INFO] - mean size_reg_loss: 0.026348 [2020-11-13 10:42:13,079][root][INFO] - mean vote_loss: 0.279840 [2020-11-13 10:43:05,989][root][INFO] - ---- batch: 040 ---- [2020-11-13 10:43:05,997][root][INFO] - mean box_loss: 0.241150 [2020-11-13 10:43:05,997][root][INFO] - mean center_loss: 0.041278 [2020-11-13 10:43:05,997][root][INFO] - mean heading_cls_loss: 0.834315 [2020-11-13 10:43:05,997][root][INFO] - mean heading_reg_loss: 0.059750 [2020-11-13 10:43:05,997][root][INFO] - mean loss: 5.843401 [2020-11-13 10:43:05,997][root][INFO] - mean neg_ratio: 0.734399 [2020-11-13 10:43:05,997][root][INFO] - mean obj_acc: 0.931873 [2020-11-13 10:43:05,997][root][INFO] - mean objectness_loss: 0.054878 [2020-11-13 10:43:05,997][root][INFO] - mean pos_ratio: 0.129077 [2020-11-13 10:43:05,997][root][INFO] - mean sem_cls_loss: 0.328856 [2020-11-13 10:43:05,997][root][INFO] - mean size_cls_loss: 0.328152 [2020-11-13 10:43:05,997][root][INFO] - mean size_reg_loss: 0.023876 [2020-11-13 10:43:05,997][root][INFO] - mean vote_loss: 0.282865 [2020-11-13 10:43:59,987][root][INFO] - ---- batch: 050 ---- [2020-11-13 10:43:59,994][root][INFO] - mean box_loss: 0.256160 [2020-11-13 10:43:59,994][root][INFO] - mean center_loss: 0.049103 [2020-11-13 10:43:59,994][root][INFO] - mean heading_cls_loss: 0.864626 [2020-11-13 10:43:59,994][root][INFO] - mean heading_reg_loss: 0.060980 [2020-11-13 10:43:59,994][root][INFO] - mean loss: 6.043849 [2020-11-13 10:43:59,994][root][INFO] - mean neg_ratio: 0.737665 [2020-11-13 10:43:59,994][root][INFO] - mean obj_acc: 0.930561 [2020-11-13 10:43:59,994][root][INFO] - mean objectness_loss: 0.053798 [2020-11-13 10:43:59,994][root][INFO] - mean pos_ratio: 0.131244 [2020-11-13 10:43:59,994][root][INFO] - mean sem_cls_loss: 0.334694 [2020-11-13 10:43:59,994][root][INFO] - mean size_cls_loss: 0.334866 [2020-11-13 10:43:59,994][root][INFO] - mean size_reg_loss: 0.026128 [2020-11-13 10:43:59,994][root][INFO] - mean vote_loss: 0.287856 [2020-11-13 10:44:54,425][root][INFO] - ---- batch: 060 ---- [2020-11-13 10:44:54,432][root][INFO] - mean box_loss: 0.266659 [2020-11-13 10:44:54,433][root][INFO] - mean center_loss: 0.050682 [2020-11-13 10:44:54,433][root][INFO] - mean heading_cls_loss: 0.955415 [2020-11-13 10:44:54,433][root][INFO] - mean heading_reg_loss: 0.059368 [2020-11-13 10:44:54,433][root][INFO] - mean loss: 6.168623 [2020-11-13 10:44:54,433][root][INFO] - mean neg_ratio: 0.746838 [2020-11-13 10:44:54,433][root][INFO] - mean obj_acc: 0.927944 [2020-11-13 10:44:54,433][root][INFO] - mean objectness_loss: 0.055246 [2020-11-13 10:44:54,433][root][INFO] - mean pos_ratio: 0.120850 [2020-11-13 10:44:54,433][root][INFO] - mean sem_cls_loss: 0.354756 [2020-11-13 10:44:54,433][root][INFO] - mean size_cls_loss: 0.354745 [2020-11-13 10:44:54,433][root][INFO] - mean size_reg_loss: 0.025593 [2020-11-13 10:44:54,433][root][INFO] - mean vote_loss: 0.287105 [2020-11-13 10:45:48,702][root][INFO] - ---- batch: 070 ---- [2020-11-13 10:45:48,710][root][INFO] - mean box_loss: 0.274088 [2020-11-13 10:45:48,710][root][INFO] - mean center_loss: 0.051480 [2020-11-13 10:45:48,711][root][INFO] - mean heading_cls_loss: 0.927981 [2020-11-13 10:45:48,711][root][INFO] - mean heading_reg_loss: 0.063210 [2020-11-13 10:45:48,711][root][INFO] - mean loss: 6.376823 [2020-11-13 10:45:48,711][root][INFO] - mean neg_ratio: 0.756097 [2020-11-13 10:45:48,711][root][INFO] - mean obj_acc: 0.935475 [2020-11-13 10:45:48,711][root][INFO] - mean objectness_loss: 0.053683 [2020-11-13 10:45:48,711][root][INFO] - mean pos_ratio: 0.112677 [2020-11-13 10:45:48,711][root][INFO] - mean sem_cls_loss: 0.368853 [2020-11-13 10:45:48,711][root][INFO] - mean size_cls_loss: 0.368770 [2020-11-13 10:45:48,712][root][INFO] - mean size_reg_loss: 0.029723 [2020-11-13 10:45:48,712][root][INFO] - mean vote_loss: 0.299867 [2020-11-13 10:46:41,428][root][INFO] - ---- batch: 080 ---- [2020-11-13 10:46:41,436][root][INFO] - mean box_loss: 0.276155 [2020-11-13 10:46:41,436][root][INFO] - mean center_loss: 0.060626 [2020-11-13 10:46:41,437][root][INFO] - mean heading_cls_loss: 0.920736 [2020-11-13 10:46:41,437][root][INFO] - mean heading_reg_loss: 0.060198 [2020-11-13 10:46:41,437][root][INFO] - mean loss: 6.151794 [2020-11-13 10:46:41,437][root][INFO] - mean neg_ratio: 0.757098 [2020-11-13 10:46:41,437][root][INFO] - mean obj_acc: 0.935137 [2020-11-13 10:46:41,437][root][INFO] - mean objectness_loss: 0.054223 [2020-11-13 10:46:41,437][root][INFO] - mean pos_ratio: 0.114856 [2020-11-13 10:46:41,437][root][INFO] - mean sem_cls_loss: 0.342288 [2020-11-13 10:46:41,438][root][INFO] - mean size_cls_loss: 0.342961 [2020-11-13 10:46:41,438][root][INFO] - mean size_reg_loss: 0.028961 [2020-11-13 10:46:41,438][root][INFO] - mean vote_loss: 0.277684 [2020-11-13 10:46:57,664][root][INFO] - **** EPOCH 056 **** [2020-11-13 10:46:57,667][root][INFO] - Current learning rate: 0.001000 [2020-11-13 10:46:57,667][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 10:46:57,667][root][INFO] - 2020-11-13 10:46:57.667925 [2020-11-13 10:47:58,092][root][INFO] - ---- batch: 010 ---- [2020-11-13 10:47:58,099][root][INFO] - mean box_loss: 0.255605 [2020-11-13 10:47:58,099][root][INFO] - mean center_loss: 0.042299 [2020-11-13 10:47:58,099][root][INFO] - mean heading_cls_loss: 0.851203 [2020-11-13 10:47:58,099][root][INFO] - mean heading_reg_loss: 0.067060 [2020-11-13 10:47:58,099][root][INFO] - mean loss: 5.967725 [2020-11-13 10:47:58,099][root][INFO] - mean neg_ratio: 0.758844 [2020-11-13 10:47:58,099][root][INFO] - mean obj_acc: 0.933568 [2020-11-13 10:47:58,099][root][INFO] - mean objectness_loss: 0.055061 [2020-11-13 10:47:58,099][root][INFO] - mean pos_ratio: 0.116290 [2020-11-13 10:47:58,099][root][INFO] - mean sem_cls_loss: 0.338294 [2020-11-13 10:47:58,099][root][INFO] - mean size_cls_loss: 0.338849 [2020-11-13 10:47:58,099][root][INFO] - mean size_reg_loss: 0.027242 [2020-11-13 10:47:58,099][root][INFO] - mean vote_loss: 0.279807 [2020-11-13 10:48:51,548][root][INFO] - ---- batch: 020 ---- [2020-11-13 10:48:51,555][root][INFO] - mean box_loss: 0.272585 [2020-11-13 10:48:51,555][root][INFO] - mean center_loss: 0.056130 [2020-11-13 10:48:51,555][root][INFO] - mean heading_cls_loss: 0.872050 [2020-11-13 10:48:51,555][root][INFO] - mean heading_reg_loss: 0.066002 [2020-11-13 10:48:51,556][root][INFO] - mean loss: 6.182052 [2020-11-13 10:48:51,556][root][INFO] - mean neg_ratio: 0.759583 [2020-11-13 10:48:51,556][root][INFO] - mean obj_acc: 0.936664 [2020-11-13 10:48:51,556][root][INFO] - mean objectness_loss: 0.054361 [2020-11-13 10:48:51,556][root][INFO] - mean pos_ratio: 0.116486 [2020-11-13 10:48:51,556][root][INFO] - mean sem_cls_loss: 0.334069 [2020-11-13 10:48:51,556][root][INFO] - mean size_cls_loss: 0.334588 [2020-11-13 10:48:51,556][root][INFO] - mean size_reg_loss: 0.029789 [2020-11-13 10:48:51,556][root][INFO] - mean vote_loss: 0.285032 [2020-11-13 10:49:45,946][root][INFO] - ---- batch: 030 ---- [2020-11-13 10:49:45,958][root][INFO] - mean box_loss: 0.251323 [2020-11-13 10:49:45,958][root][INFO] - mean center_loss: 0.054947 [2020-11-13 10:49:45,958][root][INFO] - mean heading_cls_loss: 0.836012 [2020-11-13 10:49:45,958][root][INFO] - mean heading_reg_loss: 0.060475 [2020-11-13 10:49:45,958][root][INFO] - mean loss: 5.934799 [2020-11-13 10:49:45,958][root][INFO] - mean neg_ratio: 0.750513 [2020-11-13 10:49:45,958][root][INFO] - mean obj_acc: 0.934721 [2020-11-13 10:49:45,958][root][INFO] - mean objectness_loss: 0.053058 [2020-11-13 10:49:45,958][root][INFO] - mean pos_ratio: 0.116888 [2020-11-13 10:49:45,958][root][INFO] - mean sem_cls_loss: 0.293755 [2020-11-13 10:49:45,959][root][INFO] - mean size_cls_loss: 0.294666 [2020-11-13 10:49:45,959][root][INFO] - mean size_reg_loss: 0.022833 [2020-11-13 10:49:45,959][root][INFO] - mean vote_loss: 0.286252 [2020-11-13 10:50:41,298][root][INFO] - ---- batch: 040 ---- [2020-11-13 10:50:41,304][root][INFO] - mean box_loss: 0.244446 [2020-11-13 10:50:41,304][root][INFO] - mean center_loss: 0.044214 [2020-11-13 10:50:41,304][root][INFO] - mean heading_cls_loss: 0.917174 [2020-11-13 10:50:41,304][root][INFO] - mean heading_reg_loss: 0.050639 [2020-11-13 10:50:41,304][root][INFO] - mean loss: 5.817768 [2020-11-13 10:50:41,304][root][INFO] - mean neg_ratio: 0.741486 [2020-11-13 10:50:41,304][root][INFO] - mean obj_acc: 0.936344 [2020-11-13 10:50:41,304][root][INFO] - mean objectness_loss: 0.053500 [2020-11-13 10:50:41,304][root][INFO] - mean pos_ratio: 0.118793 [2020-11-13 10:50:41,304][root][INFO] - mean sem_cls_loss: 0.311013 [2020-11-13 10:50:41,304][root][INFO] - mean size_cls_loss: 0.310373 [2020-11-13 10:50:41,305][root][INFO] - mean size_reg_loss: 0.026839 [2020-11-13 10:50:41,305][root][INFO] - mean vote_loss: 0.279479 [2020-11-13 10:51:35,624][root][INFO] - ---- batch: 050 ---- [2020-11-13 10:51:35,632][root][INFO] - mean box_loss: 0.283322 [2020-11-13 10:51:35,633][root][INFO] - mean center_loss: 0.048968 [2020-11-13 10:51:35,633][root][INFO] - mean heading_cls_loss: 0.962953 [2020-11-13 10:51:35,633][root][INFO] - mean heading_reg_loss: 0.070050 [2020-11-13 10:51:35,633][root][INFO] - mean loss: 6.541682 [2020-11-13 10:51:35,633][root][INFO] - mean neg_ratio: 0.749896 [2020-11-13 10:51:35,633][root][INFO] - mean obj_acc: 0.943200 [2020-11-13 10:51:35,633][root][INFO] - mean objectness_loss: 0.047823 [2020-11-13 10:51:35,633][root][INFO] - mean pos_ratio: 0.117462 [2020-11-13 10:51:35,633][root][INFO] - mean sem_cls_loss: 0.375403 [2020-11-13 10:51:35,634][root][INFO] - mean size_cls_loss: 0.376225 [2020-11-13 10:51:35,634][root][INFO] - mean size_reg_loss: 0.030386 [2020-11-13 10:51:35,634][root][INFO] - mean vote_loss: 0.309394 [2020-11-13 10:52:29,800][root][INFO] - ---- batch: 060 ---- [2020-11-13 10:52:29,809][root][INFO] - mean box_loss: 0.240982 [2020-11-13 10:52:29,810][root][INFO] - mean center_loss: 0.045248 [2020-11-13 10:52:29,810][root][INFO] - mean heading_cls_loss: 0.858327 [2020-11-13 10:52:29,810][root][INFO] - mean heading_reg_loss: 0.050373 [2020-11-13 10:52:29,810][root][INFO] - mean loss: 5.886047 [2020-11-13 10:52:29,810][root][INFO] - mean neg_ratio: 0.749567 [2020-11-13 10:52:29,810][root][INFO] - mean obj_acc: 0.932147 [2020-11-13 10:52:29,810][root][INFO] - mean objectness_loss: 0.056183 [2020-11-13 10:52:29,810][root][INFO] - mean pos_ratio: 0.119257 [2020-11-13 10:52:29,810][root][INFO] - mean sem_cls_loss: 0.323775 [2020-11-13 10:52:29,810][root][INFO] - mean size_cls_loss: 0.325466 [2020-11-13 10:52:29,810][root][INFO] - mean size_reg_loss: 0.026982 [2020-11-13 10:52:29,810][root][INFO] - mean vote_loss: 0.287154 [2020-11-13 10:53:25,029][root][INFO] - ---- batch: 070 ---- [2020-11-13 10:53:25,040][root][INFO] - mean box_loss: 0.239219 [2020-11-13 10:53:25,042][root][INFO] - mean center_loss: 0.045491 [2020-11-13 10:53:25,042][root][INFO] - mean heading_cls_loss: 0.868807 [2020-11-13 10:53:25,042][root][INFO] - mean heading_reg_loss: 0.051097 [2020-11-13 10:53:25,042][root][INFO] - mean loss: 5.852336 [2020-11-13 10:53:25,042][root][INFO] - mean neg_ratio: 0.751556 [2020-11-13 10:53:25,042][root][INFO] - mean obj_acc: 0.938712 [2020-11-13 10:53:25,042][root][INFO] - mean objectness_loss: 0.048587 [2020-11-13 10:53:25,042][root][INFO] - mean pos_ratio: 0.119263 [2020-11-13 10:53:25,042][root][INFO] - mean sem_cls_loss: 0.320851 [2020-11-13 10:53:25,042][root][INFO] - mean size_cls_loss: 0.319931 [2020-11-13 10:53:25,042][root][INFO] - mean size_reg_loss: 0.023757 [2020-11-13 10:53:25,042][root][INFO] - mean vote_loss: 0.289636 [2020-11-13 10:54:18,838][root][INFO] - ---- batch: 080 ---- [2020-11-13 10:54:18,850][root][INFO] - mean box_loss: 0.233614 [2020-11-13 10:54:18,850][root][INFO] - mean center_loss: 0.043631 [2020-11-13 10:54:18,851][root][INFO] - mean heading_cls_loss: 0.791560 [2020-11-13 10:54:18,851][root][INFO] - mean heading_reg_loss: 0.055677 [2020-11-13 10:54:18,851][root][INFO] - mean loss: 5.750280 [2020-11-13 10:54:18,852][root][INFO] - mean neg_ratio: 0.746320 [2020-11-13 10:54:18,852][root][INFO] - mean obj_acc: 0.936891 [2020-11-13 10:54:18,852][root][INFO] - mean objectness_loss: 0.054445 [2020-11-13 10:54:18,852][root][INFO] - mean pos_ratio: 0.124139 [2020-11-13 10:54:18,852][root][INFO] - mean sem_cls_loss: 0.311338 [2020-11-13 10:54:18,852][root][INFO] - mean size_cls_loss: 0.311407 [2020-11-13 10:54:18,852][root][INFO] - mean size_reg_loss: 0.024009 [2020-11-13 10:54:18,852][root][INFO] - mean vote_loss: 0.283058 [2020-11-13 10:54:36,547][root][INFO] - **** EPOCH 057 **** [2020-11-13 10:54:36,549][root][INFO] - Current learning rate: 0.001000 [2020-11-13 10:54:36,549][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 10:54:36,549][root][INFO] - 2020-11-13 10:54:36.549804 [2020-11-13 10:55:36,668][root][INFO] - ---- batch: 010 ---- [2020-11-13 10:55:37,191][root][INFO] - mean box_loss: 0.234940 [2020-11-13 10:55:37,191][root][INFO] - mean center_loss: 0.044569 [2020-11-13 10:55:37,191][root][INFO] - mean heading_cls_loss: 0.774106 [2020-11-13 10:55:37,191][root][INFO] - mean heading_reg_loss: 0.054159 [2020-11-13 10:55:37,191][root][INFO] - mean loss: 5.551816 [2020-11-13 10:55:37,191][root][INFO] - mean neg_ratio: 0.731287 [2020-11-13 10:55:37,191][root][INFO] - mean obj_acc: 0.936059 [2020-11-13 10:55:37,191][root][INFO] - mean objectness_loss: 0.054526 [2020-11-13 10:55:37,191][root][INFO] - mean pos_ratio: 0.136951 [2020-11-13 10:55:37,191][root][INFO] - mean sem_cls_loss: 0.338964 [2020-11-13 10:55:37,192][root][INFO] - mean size_cls_loss: 0.339093 [2020-11-13 10:55:37,192][root][INFO] - mean size_reg_loss: 0.024892 [2020-11-13 10:55:37,192][root][INFO] - mean vote_loss: 0.259082 [2020-11-13 10:56:32,109][root][INFO] - ---- batch: 020 ---- [2020-11-13 10:56:32,118][root][INFO] - mean box_loss: 0.245345 [2020-11-13 10:56:32,118][root][INFO] - mean center_loss: 0.048859 [2020-11-13 10:56:32,118][root][INFO] - mean heading_cls_loss: 0.848245 [2020-11-13 10:56:32,118][root][INFO] - mean heading_reg_loss: 0.054782 [2020-11-13 10:56:32,118][root][INFO] - mean loss: 5.805128 [2020-11-13 10:56:32,118][root][INFO] - mean neg_ratio: 0.765912 [2020-11-13 10:56:32,118][root][INFO] - mean obj_acc: 0.923751 [2020-11-13 10:56:32,118][root][INFO] - mean objectness_loss: 0.053066 [2020-11-13 10:56:32,118][root][INFO] - mean pos_ratio: 0.112494 [2020-11-13 10:56:32,118][root][INFO] - mean sem_cls_loss: 0.300023 [2020-11-13 10:56:32,118][root][INFO] - mean size_cls_loss: 0.300065 [2020-11-13 10:56:32,119][root][INFO] - mean size_reg_loss: 0.026872 [2020-11-13 10:56:32,119][root][INFO] - mean vote_loss: 0.278633 [2020-11-13 10:57:25,684][root][INFO] - ---- batch: 030 ---- [2020-11-13 10:57:25,698][root][INFO] - mean box_loss: 0.241819 [2020-11-13 10:57:25,698][root][INFO] - mean center_loss: 0.041096 [2020-11-13 10:57:25,698][root][INFO] - mean heading_cls_loss: 0.815855 [2020-11-13 10:57:25,698][root][INFO] - mean heading_reg_loss: 0.056395 [2020-11-13 10:57:25,698][root][INFO] - mean loss: 5.775985 [2020-11-13 10:57:25,698][root][INFO] - mean neg_ratio: 0.745740 [2020-11-13 10:57:25,698][root][INFO] - mean obj_acc: 0.939312 [2020-11-13 10:57:25,698][root][INFO] - mean objectness_loss: 0.052758 [2020-11-13 10:57:25,699][root][INFO] - mean pos_ratio: 0.123419 [2020-11-13 10:57:25,699][root][INFO] - mean sem_cls_loss: 0.319858 [2020-11-13 10:57:25,699][root][INFO] - mean size_cls_loss: 0.320191 [2020-11-13 10:57:25,699][root][INFO] - mean size_reg_loss: 0.030724 [2020-11-13 10:57:25,699][root][INFO] - mean vote_loss: 0.277415 [2020-11-13 10:58:20,590][root][INFO] - ---- batch: 040 ---- [2020-11-13 10:58:20,663][root][INFO] - mean box_loss: 0.246243 [2020-11-13 10:58:20,663][root][INFO] - mean center_loss: 0.042381 [2020-11-13 10:58:20,663][root][INFO] - mean heading_cls_loss: 0.827580 [2020-11-13 10:58:20,664][root][INFO] - mean heading_reg_loss: 0.062932 [2020-11-13 10:58:20,664][root][INFO] - mean loss: 5.815290 [2020-11-13 10:58:20,664][root][INFO] - mean neg_ratio: 0.760284 [2020-11-13 10:58:20,664][root][INFO] - mean obj_acc: 0.936584 [2020-11-13 10:58:20,664][root][INFO] - mean objectness_loss: 0.051963 [2020-11-13 10:58:20,664][root][INFO] - mean pos_ratio: 0.115820 [2020-11-13 10:58:20,664][root][INFO] - mean sem_cls_loss: 0.309473 [2020-11-13 10:58:20,664][root][INFO] - mean size_cls_loss: 0.309852 [2020-11-13 10:58:20,664][root][INFO] - mean size_reg_loss: 0.027186 [2020-11-13 10:58:20,664][root][INFO] - mean vote_loss: 0.278358 [2020-11-13 10:59:16,528][root][INFO] - ---- batch: 050 ---- [2020-11-13 10:59:16,535][root][INFO] - mean box_loss: 0.249385 [2020-11-13 10:59:16,536][root][INFO] - mean center_loss: 0.041620 [2020-11-13 10:59:16,536][root][INFO] - mean heading_cls_loss: 0.882679 [2020-11-13 10:59:16,536][root][INFO] - mean heading_reg_loss: 0.060927 [2020-11-13 10:59:16,536][root][INFO] - mean loss: 5.960020 [2020-11-13 10:59:16,536][root][INFO] - mean neg_ratio: 0.766125 [2020-11-13 10:59:16,536][root][INFO] - mean obj_acc: 0.936665 [2020-11-13 10:59:16,536][root][INFO] - mean objectness_loss: 0.051199 [2020-11-13 10:59:16,536][root][INFO] - mean pos_ratio: 0.117242 [2020-11-13 10:59:16,536][root][INFO] - mean sem_cls_loss: 0.317099 [2020-11-13 10:59:16,536][root][INFO] - mean size_cls_loss: 0.317619 [2020-11-13 10:59:16,536][root][INFO] - mean size_reg_loss: 0.026808 [2020-11-13 10:59:16,536][root][INFO] - mean vote_loss: 0.289307 [2020-11-13 11:00:12,052][root][INFO] - ---- batch: 060 ---- [2020-11-13 11:00:12,059][root][INFO] - mean box_loss: 0.254800 [2020-11-13 11:00:12,060][root][INFO] - mean center_loss: 0.045546 [2020-11-13 11:00:12,061][root][INFO] - mean heading_cls_loss: 0.957279 [2020-11-13 11:00:12,061][root][INFO] - mean heading_reg_loss: 0.053368 [2020-11-13 11:00:12,061][root][INFO] - mean loss: 6.016660 [2020-11-13 11:00:12,061][root][INFO] - mean neg_ratio: 0.777936 [2020-11-13 11:00:12,061][root][INFO] - mean obj_acc: 0.940517 [2020-11-13 11:00:12,061][root][INFO] - mean objectness_loss: 0.046257 [2020-11-13 11:00:12,061][root][INFO] - mean pos_ratio: 0.108032 [2020-11-13 11:00:12,061][root][INFO] - mean sem_cls_loss: 0.311020 [2020-11-13 11:00:12,061][root][INFO] - mean size_cls_loss: 0.310085 [2020-11-13 11:00:12,061][root][INFO] - mean size_reg_loss: 0.029149 [2020-11-13 11:00:12,061][root][INFO] - mean vote_loss: 0.292635 [2020-11-13 11:01:05,944][root][INFO] - ---- batch: 070 ---- [2020-11-13 11:01:06,015][root][INFO] - mean box_loss: 0.251669 [2020-11-13 11:01:06,016][root][INFO] - mean center_loss: 0.045634 [2020-11-13 11:01:06,016][root][INFO] - mean heading_cls_loss: 0.859435 [2020-11-13 11:01:06,017][root][INFO] - mean heading_reg_loss: 0.063204 [2020-11-13 11:01:06,017][root][INFO] - mean loss: 5.764988 [2020-11-13 11:01:06,017][root][INFO] - mean neg_ratio: 0.732727 [2020-11-13 11:01:06,017][root][INFO] - mean obj_acc: 0.947896 [2020-11-13 11:01:06,017][root][INFO] - mean objectness_loss: 0.056197 [2020-11-13 11:01:06,017][root][INFO] - mean pos_ratio: 0.137311 [2020-11-13 11:01:06,017][root][INFO] - mean sem_cls_loss: 0.305128 [2020-11-13 11:01:06,017][root][INFO] - mean size_cls_loss: 0.305456 [2020-11-13 11:01:06,017][root][INFO] - mean size_reg_loss: 0.026342 [2020-11-13 11:01:06,017][root][INFO] - mean vote_loss: 0.266218 [2020-11-13 11:01:59,466][root][INFO] - ---- batch: 080 ---- [2020-11-13 11:01:59,476][root][INFO] - mean box_loss: 0.250034 [2020-11-13 11:01:59,477][root][INFO] - mean center_loss: 0.049268 [2020-11-13 11:01:59,477][root][INFO] - mean heading_cls_loss: 0.863693 [2020-11-13 11:01:59,477][root][INFO] - mean heading_reg_loss: 0.058707 [2020-11-13 11:01:59,478][root][INFO] - mean loss: 5.971675 [2020-11-13 11:01:59,478][root][INFO] - mean neg_ratio: 0.753741 [2020-11-13 11:01:59,478][root][INFO] - mean obj_acc: 0.931502 [2020-11-13 11:01:59,478][root][INFO] - mean objectness_loss: 0.052897 [2020-11-13 11:01:59,478][root][INFO] - mean pos_ratio: 0.116022 [2020-11-13 11:01:59,478][root][INFO] - mean sem_cls_loss: 0.298364 [2020-11-13 11:01:59,478][root][INFO] - mean size_cls_loss: 0.299258 [2020-11-13 11:01:59,478][root][INFO] - mean size_reg_loss: 0.025764 [2020-11-13 11:01:59,478][root][INFO] - mean vote_loss: 0.290849 [2020-11-13 11:02:17,154][root][INFO] - **** EPOCH 058 **** [2020-11-13 11:02:17,156][root][INFO] - Current learning rate: 0.001000 [2020-11-13 11:02:17,156][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 11:02:17,156][root][INFO] - 2020-11-13 11:02:17.156829 [2020-11-13 11:03:19,134][root][INFO] - ---- batch: 010 ---- [2020-11-13 11:03:19,142][root][INFO] - mean box_loss: 0.241614 [2020-11-13 11:03:19,142][root][INFO] - mean center_loss: 0.041372 [2020-11-13 11:03:19,143][root][INFO] - mean heading_cls_loss: 0.854301 [2020-11-13 11:03:19,143][root][INFO] - mean heading_reg_loss: 0.062957 [2020-11-13 11:03:19,143][root][INFO] - mean loss: 5.797117 [2020-11-13 11:03:19,143][root][INFO] - mean neg_ratio: 0.778973 [2020-11-13 11:03:19,143][root][INFO] - mean obj_acc: 0.930879 [2020-11-13 11:03:19,143][root][INFO] - mean objectness_loss: 0.047527 [2020-11-13 11:03:19,143][root][INFO] - mean pos_ratio: 0.105151 [2020-11-13 11:03:19,143][root][INFO] - mean sem_cls_loss: 0.267715 [2020-11-13 11:03:19,143][root][INFO] - mean size_cls_loss: 0.267669 [2020-11-13 11:03:19,143][root][INFO] - mean size_reg_loss: 0.025089 [2020-11-13 11:03:19,143][root][INFO] - mean vote_loss: 0.287562 [2020-11-13 11:04:14,634][root][INFO] - ---- batch: 020 ---- [2020-11-13 11:04:14,642][root][INFO] - mean box_loss: 0.252598 [2020-11-13 11:04:14,642][root][INFO] - mean center_loss: 0.048160 [2020-11-13 11:04:14,642][root][INFO] - mean heading_cls_loss: 0.895875 [2020-11-13 11:04:14,642][root][INFO] - mean heading_reg_loss: 0.051816 [2020-11-13 11:04:14,642][root][INFO] - mean loss: 5.946484 [2020-11-13 11:04:14,642][root][INFO] - mean neg_ratio: 0.757898 [2020-11-13 11:04:14,643][root][INFO] - mean obj_acc: 0.947284 [2020-11-13 11:04:14,643][root][INFO] - mean objectness_loss: 0.051774 [2020-11-13 11:04:14,643][root][INFO] - mean pos_ratio: 0.114178 [2020-11-13 11:04:14,643][root][INFO] - mean sem_cls_loss: 0.315548 [2020-11-13 11:04:14,643][root][INFO] - mean size_cls_loss: 0.316614 [2020-11-13 11:04:14,643][root][INFO] - mean size_reg_loss: 0.031373 [2020-11-13 11:04:14,643][root][INFO] - mean vote_loss: 0.284609 [2020-11-13 11:05:10,751][root][INFO] - ---- batch: 030 ---- [2020-11-13 11:05:10,759][root][INFO] - mean box_loss: 0.243482 [2020-11-13 11:05:10,759][root][INFO] - mean center_loss: 0.041556 [2020-11-13 11:05:10,759][root][INFO] - mean heading_cls_loss: 0.825873 [2020-11-13 11:05:10,759][root][INFO] - mean heading_reg_loss: 0.061565 [2020-11-13 11:05:10,759][root][INFO] - mean loss: 5.873083 [2020-11-13 11:05:10,759][root][INFO] - mean neg_ratio: 0.741864 [2020-11-13 11:05:10,759][root][INFO] - mean obj_acc: 0.947592 [2020-11-13 11:05:10,759][root][INFO] - mean objectness_loss: 0.050556 [2020-11-13 11:05:10,759][root][INFO] - mean pos_ratio: 0.129871 [2020-11-13 11:05:10,759][root][INFO] - mean sem_cls_loss: 0.309334 [2020-11-13 11:05:10,759][root][INFO] - mean size_cls_loss: 0.308849 [2020-11-13 11:05:10,759][root][INFO] - mean size_reg_loss: 0.026890 [2020-11-13 11:05:10,759][root][INFO] - mean vote_loss: 0.287615 [2020-11-13 11:06:04,868][root][INFO] - ---- batch: 040 ---- [2020-11-13 11:06:04,875][root][INFO] - mean box_loss: 0.242587 [2020-11-13 11:06:04,875][root][INFO] - mean center_loss: 0.051867 [2020-11-13 11:06:04,875][root][INFO] - mean heading_cls_loss: 0.804692 [2020-11-13 11:06:04,875][root][INFO] - mean heading_reg_loss: 0.054792 [2020-11-13 11:06:04,875][root][INFO] - mean loss: 5.726120 [2020-11-13 11:06:04,875][root][INFO] - mean neg_ratio: 0.747693 [2020-11-13 11:06:04,875][root][INFO] - mean obj_acc: 0.936696 [2020-11-13 11:06:04,875][root][INFO] - mean objectness_loss: 0.049880 [2020-11-13 11:06:04,875][root][INFO] - mean pos_ratio: 0.126831 [2020-11-13 11:06:04,875][root][INFO] - mean sem_cls_loss: 0.299526 [2020-11-13 11:06:04,875][root][INFO] - mean size_cls_loss: 0.298501 [2020-11-13 11:06:04,875][root][INFO] - mean size_reg_loss: 0.025609 [2020-11-13 11:06:04,875][root][INFO] - mean vote_loss: 0.275132 [2020-11-13 11:06:59,987][root][INFO] - ---- batch: 050 ---- [2020-11-13 11:06:59,996][root][INFO] - mean box_loss: 0.250607 [2020-11-13 11:06:59,997][root][INFO] - mean center_loss: 0.050312 [2020-11-13 11:06:59,997][root][INFO] - mean heading_cls_loss: 0.859517 [2020-11-13 11:06:59,997][root][INFO] - mean heading_reg_loss: 0.061088 [2020-11-13 11:06:59,997][root][INFO] - mean loss: 5.810302 [2020-11-13 11:06:59,997][root][INFO] - mean neg_ratio: 0.746472 [2020-11-13 11:06:59,997][root][INFO] - mean obj_acc: 0.935811 [2020-11-13 11:06:59,997][root][INFO] - mean objectness_loss: 0.051082 [2020-11-13 11:06:59,997][root][INFO] - mean pos_ratio: 0.123621 [2020-11-13 11:06:59,997][root][INFO] - mean sem_cls_loss: 0.272894 [2020-11-13 11:06:59,997][root][INFO] - mean size_cls_loss: 0.272441 [2020-11-13 11:06:59,997][root][INFO] - mean size_reg_loss: 0.026011 [2020-11-13 11:06:59,998][root][INFO] - mean vote_loss: 0.277593 [2020-11-13 11:07:56,355][root][INFO] - ---- batch: 060 ---- [2020-11-13 11:07:56,365][root][INFO] - mean box_loss: 0.267334 [2020-11-13 11:07:56,366][root][INFO] - mean center_loss: 0.054654 [2020-11-13 11:07:56,366][root][INFO] - mean heading_cls_loss: 0.885477 [2020-11-13 11:07:56,366][root][INFO] - mean heading_reg_loss: 0.061495 [2020-11-13 11:07:56,366][root][INFO] - mean loss: 6.099014 [2020-11-13 11:07:56,366][root][INFO] - mean neg_ratio: 0.753424 [2020-11-13 11:07:56,366][root][INFO] - mean obj_acc: 0.940552 [2020-11-13 11:07:56,366][root][INFO] - mean objectness_loss: 0.048247 [2020-11-13 11:07:56,366][root][INFO] - mean pos_ratio: 0.121417 [2020-11-13 11:07:56,366][root][INFO] - mean sem_cls_loss: 0.332398 [2020-11-13 11:07:56,366][root][INFO] - mean size_cls_loss: 0.332670 [2020-11-13 11:07:56,366][root][INFO] - mean size_reg_loss: 0.029370 [2020-11-13 11:07:56,366][root][INFO] - mean vote_loss: 0.285204 [2020-11-13 11:08:51,681][root][INFO] - ---- batch: 070 ---- [2020-11-13 11:08:51,804][root][INFO] - mean box_loss: 0.242740 [2020-11-13 11:08:51,804][root][INFO] - mean center_loss: 0.051008 [2020-11-13 11:08:51,804][root][INFO] - mean heading_cls_loss: 0.796556 [2020-11-13 11:08:51,805][root][INFO] - mean heading_reg_loss: 0.055798 [2020-11-13 11:08:51,805][root][INFO] - mean loss: 5.795635 [2020-11-13 11:08:51,805][root][INFO] - mean neg_ratio: 0.742090 [2020-11-13 11:08:51,805][root][INFO] - mean obj_acc: 0.939386 [2020-11-13 11:08:51,805][root][INFO] - mean objectness_loss: 0.054370 [2020-11-13 11:08:51,805][root][INFO] - mean pos_ratio: 0.129315 [2020-11-13 11:08:51,805][root][INFO] - mean sem_cls_loss: 0.317377 [2020-11-13 11:08:51,805][root][INFO] - mean size_cls_loss: 0.316972 [2020-11-13 11:08:51,805][root][INFO] - mean size_reg_loss: 0.024581 [2020-11-13 11:08:51,805][root][INFO] - mean vote_loss: 0.277901 [2020-11-13 11:09:46,545][root][INFO] - ---- batch: 080 ---- [2020-11-13 11:09:46,564][root][INFO] - mean box_loss: 0.237704 [2020-11-13 11:09:46,568][root][INFO] - mean center_loss: 0.042847 [2020-11-13 11:09:46,568][root][INFO] - mean heading_cls_loss: 0.843528 [2020-11-13 11:09:46,568][root][INFO] - mean heading_reg_loss: 0.052608 [2020-11-13 11:09:46,569][root][INFO] - mean loss: 5.572157 [2020-11-13 11:09:46,569][root][INFO] - mean neg_ratio: 0.748358 [2020-11-13 11:09:46,569][root][INFO] - mean obj_acc: 0.934443 [2020-11-13 11:09:46,569][root][INFO] - mean objectness_loss: 0.049378 [2020-11-13 11:09:46,570][root][INFO] - mean pos_ratio: 0.124451 [2020-11-13 11:09:46,570][root][INFO] - mean sem_cls_loss: 0.311853 [2020-11-13 11:09:46,570][root][INFO] - mean size_cls_loss: 0.313165 [2020-11-13 11:09:46,570][root][INFO] - mean size_reg_loss: 0.026580 [2020-11-13 11:09:46,570][root][INFO] - mean vote_loss: 0.263637 [2020-11-13 11:10:04,643][root][INFO] - **** EPOCH 059 **** [2020-11-13 11:10:04,646][root][INFO] - Current learning rate: 0.001000 [2020-11-13 11:10:04,646][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 11:10:04,646][root][INFO] - 2020-11-13 11:10:04.646339 [2020-11-13 11:11:07,372][root][INFO] - ---- batch: 010 ---- [2020-11-13 11:11:07,380][root][INFO] - mean box_loss: 0.235255 [2020-11-13 11:11:07,380][root][INFO] - mean center_loss: 0.050140 [2020-11-13 11:11:07,380][root][INFO] - mean heading_cls_loss: 0.773538 [2020-11-13 11:11:07,380][root][INFO] - mean heading_reg_loss: 0.054525 [2020-11-13 11:11:07,380][root][INFO] - mean loss: 5.511173 [2020-11-13 11:11:07,380][root][INFO] - mean neg_ratio: 0.741809 [2020-11-13 11:11:07,380][root][INFO] - mean obj_acc: 0.942856 [2020-11-13 11:11:07,380][root][INFO] - mean objectness_loss: 0.048934 [2020-11-13 11:11:07,380][root][INFO] - mean pos_ratio: 0.129633 [2020-11-13 11:11:07,380][root][INFO] - mean sem_cls_loss: 0.289791 [2020-11-13 11:11:07,380][root][INFO] - mean size_cls_loss: 0.287793 [2020-11-13 11:11:07,380][root][INFO] - mean size_reg_loss: 0.024458 [2020-11-13 11:11:07,380][root][INFO] - mean vote_loss: 0.262416 [2020-11-13 11:12:03,058][root][INFO] - ---- batch: 020 ---- [2020-11-13 11:12:03,064][root][INFO] - mean box_loss: 0.247632 [2020-11-13 11:12:03,064][root][INFO] - mean center_loss: 0.043095 [2020-11-13 11:12:03,065][root][INFO] - mean heading_cls_loss: 0.874505 [2020-11-13 11:12:03,065][root][INFO] - mean heading_reg_loss: 0.058508 [2020-11-13 11:12:03,065][root][INFO] - mean loss: 5.908967 [2020-11-13 11:12:03,065][root][INFO] - mean neg_ratio: 0.750073 [2020-11-13 11:12:03,065][root][INFO] - mean obj_acc: 0.938134 [2020-11-13 11:12:03,065][root][INFO] - mean objectness_loss: 0.048180 [2020-11-13 11:12:03,065][root][INFO] - mean pos_ratio: 0.121338 [2020-11-13 11:12:03,065][root][INFO] - mean sem_cls_loss: 0.320146 [2020-11-13 11:12:03,065][root][INFO] - mean size_cls_loss: 0.321186 [2020-11-13 11:12:03,065][root][INFO] - mean size_reg_loss: 0.026459 [2020-11-13 11:12:03,065][root][INFO] - mean vote_loss: 0.287160 [2020-11-13 11:12:58,965][root][INFO] - ---- batch: 030 ---- [2020-11-13 11:12:58,973][root][INFO] - mean box_loss: 0.239390 [2020-11-13 11:12:58,974][root][INFO] - mean center_loss: 0.039043 [2020-11-13 11:12:58,974][root][INFO] - mean heading_cls_loss: 0.847707 [2020-11-13 11:12:58,974][root][INFO] - mean heading_reg_loss: 0.060604 [2020-11-13 11:12:58,974][root][INFO] - mean loss: 5.624463 [2020-11-13 11:12:58,974][root][INFO] - mean neg_ratio: 0.761603 [2020-11-13 11:12:58,974][root][INFO] - mean obj_acc: 0.936421 [2020-11-13 11:12:58,974][root][INFO] - mean objectness_loss: 0.050370 [2020-11-13 11:12:58,974][root][INFO] - mean pos_ratio: 0.115149 [2020-11-13 11:12:58,974][root][INFO] - mean sem_cls_loss: 0.303108 [2020-11-13 11:12:58,974][root][INFO] - mean size_cls_loss: 0.302341 [2020-11-13 11:12:58,974][root][INFO] - mean size_reg_loss: 0.024738 [2020-11-13 11:12:58,974][root][INFO] - mean vote_loss: 0.267561 [2020-11-13 11:13:54,453][root][INFO] - ---- batch: 040 ---- [2020-11-13 11:13:54,460][root][INFO] - mean box_loss: 0.234309 [2020-11-13 11:13:54,460][root][INFO] - mean center_loss: 0.042712 [2020-11-13 11:13:54,460][root][INFO] - mean heading_cls_loss: 0.838892 [2020-11-13 11:13:54,460][root][INFO] - mean heading_reg_loss: 0.052986 [2020-11-13 11:13:54,460][root][INFO] - mean loss: 5.545670 [2020-11-13 11:13:54,460][root][INFO] - mean neg_ratio: 0.734131 [2020-11-13 11:13:54,460][root][INFO] - mean obj_acc: 0.947785 [2020-11-13 11:13:54,460][root][INFO] - mean objectness_loss: 0.050675 [2020-11-13 11:13:54,460][root][INFO] - mean pos_ratio: 0.137317 [2020-11-13 11:13:54,460][root][INFO] - mean sem_cls_loss: 0.285498 [2020-11-13 11:13:54,461][root][INFO] - mean size_cls_loss: 0.285443 [2020-11-13 11:13:54,461][root][INFO] - mean size_reg_loss: 0.026177 [2020-11-13 11:13:54,461][root][INFO] - mean vote_loss: 0.266371 [2020-11-13 11:14:49,911][root][INFO] - ---- batch: 050 ---- [2020-11-13 11:14:49,919][root][INFO] - mean box_loss: 0.246025 [2020-11-13 11:14:49,919][root][INFO] - mean center_loss: 0.044944 [2020-11-13 11:14:49,919][root][INFO] - mean heading_cls_loss: 0.847124 [2020-11-13 11:14:49,919][root][INFO] - mean heading_reg_loss: 0.058698 [2020-11-13 11:14:49,919][root][INFO] - mean loss: 5.887376 [2020-11-13 11:14:49,919][root][INFO] - mean neg_ratio: 0.755414 [2020-11-13 11:14:49,919][root][INFO] - mean obj_acc: 0.923632 [2020-11-13 11:14:49,919][root][INFO] - mean objectness_loss: 0.053664 [2020-11-13 11:14:49,919][root][INFO] - mean pos_ratio: 0.124023 [2020-11-13 11:14:49,919][root][INFO] - mean sem_cls_loss: 0.301616 [2020-11-13 11:14:49,919][root][INFO] - mean size_cls_loss: 0.301536 [2020-11-13 11:14:49,919][root][INFO] - mean size_reg_loss: 0.027518 [2020-11-13 11:14:49,919][root][INFO] - mean vote_loss: 0.285719 [2020-11-13 11:15:45,661][root][INFO] - ---- batch: 060 ---- [2020-11-13 11:15:45,762][root][INFO] - mean box_loss: 0.251012 [2020-11-13 11:15:45,763][root][INFO] - mean center_loss: 0.054627 [2020-11-13 11:15:45,763][root][INFO] - mean heading_cls_loss: 0.841683 [2020-11-13 11:15:45,763][root][INFO] - mean heading_reg_loss: 0.053538 [2020-11-13 11:15:45,764][root][INFO] - mean loss: 5.738841 [2020-11-13 11:15:45,764][root][INFO] - mean neg_ratio: 0.760602 [2020-11-13 11:15:45,764][root][INFO] - mean obj_acc: 0.938400 [2020-11-13 11:15:45,764][root][INFO] - mean objectness_loss: 0.049175 [2020-11-13 11:15:45,764][root][INFO] - mean pos_ratio: 0.121643 [2020-11-13 11:15:45,764][root][INFO] - mean sem_cls_loss: 0.310208 [2020-11-13 11:15:45,764][root][INFO] - mean size_cls_loss: 0.309639 [2020-11-13 11:15:45,764][root][INFO] - mean size_reg_loss: 0.027715 [2020-11-13 11:15:45,764][root][INFO] - mean vote_loss: 0.267263 [2020-11-13 11:16:39,128][root][INFO] - ---- batch: 070 ---- [2020-11-13 11:16:39,169][root][INFO] - mean box_loss: 0.234366 [2020-11-13 11:16:39,170][root][INFO] - mean center_loss: 0.045956 [2020-11-13 11:16:39,170][root][INFO] - mean heading_cls_loss: 0.818203 [2020-11-13 11:16:39,170][root][INFO] - mean heading_reg_loss: 0.051932 [2020-11-13 11:16:39,171][root][INFO] - mean loss: 5.624182 [2020-11-13 11:16:39,171][root][INFO] - mean neg_ratio: 0.733002 [2020-11-13 11:16:39,171][root][INFO] - mean obj_acc: 0.937591 [2020-11-13 11:16:39,171][root][INFO] - mean objectness_loss: 0.056375 [2020-11-13 11:16:39,171][root][INFO] - mean pos_ratio: 0.131714 [2020-11-13 11:16:39,171][root][INFO] - mean sem_cls_loss: 0.314673 [2020-11-13 11:16:39,171][root][INFO] - mean size_cls_loss: 0.315457 [2020-11-13 11:16:39,171][root][INFO] - mean size_reg_loss: 0.023112 [2020-11-13 11:16:39,171][root][INFO] - mean vote_loss: 0.268397 [2020-11-13 11:17:32,333][root][INFO] - ---- batch: 080 ---- [2020-11-13 11:17:32,341][root][INFO] - mean box_loss: 0.253153 [2020-11-13 11:17:32,341][root][INFO] - mean center_loss: 0.045843 [2020-11-13 11:17:32,341][root][INFO] - mean heading_cls_loss: 0.878384 [2020-11-13 11:17:32,341][root][INFO] - mean heading_reg_loss: 0.057258 [2020-11-13 11:17:32,342][root][INFO] - mean loss: 6.013084 [2020-11-13 11:17:32,342][root][INFO] - mean neg_ratio: 0.763123 [2020-11-13 11:17:32,342][root][INFO] - mean obj_acc: 0.927925 [2020-11-13 11:17:32,342][root][INFO] - mean objectness_loss: 0.052420 [2020-11-13 11:17:32,342][root][INFO] - mean pos_ratio: 0.113562 [2020-11-13 11:17:32,342][root][INFO] - mean sem_cls_loss: 0.350544 [2020-11-13 11:17:32,342][root][INFO] - mean size_cls_loss: 0.352124 [2020-11-13 11:17:32,342][root][INFO] - mean size_reg_loss: 0.027001 [2020-11-13 11:17:32,342][root][INFO] - mean vote_loss: 0.286891 [2020-11-13 11:17:46,174][root][INFO] - Eval batch: 0 [2020-11-13 11:17:48,325][root][INFO] - Eval batch: 10 [2020-11-13 11:17:50,366][root][INFO] - Eval batch: 20 [2020-11-13 11:17:52,317][root][INFO] - Eval batch: 30 [2020-11-13 11:17:54,189][root][INFO] - Eval batch: 40 [2020-11-13 11:17:56,141][root][INFO] - Eval batch: 50 [2020-11-13 11:17:58,116][root][INFO] - Eval batch: 60 [2020-11-13 11:18:00,058][root][INFO] - Eval batch: 70 [2020-11-13 11:18:01,985][root][INFO] - 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Eval batch: 4760 [2020-11-13 11:40:11,047][root][INFO] - Eval batch: 4770 [2020-11-13 11:40:12,987][root][INFO] - Eval batch: 4780 [2020-11-13 11:40:14,986][root][INFO] - Eval batch: 4790 [2020-11-13 11:40:16,934][root][INFO] - Eval batch: 4800 [2020-11-13 11:40:18,814][root][INFO] - Eval batch: 4810 [2020-11-13 11:40:20,753][root][INFO] - Eval batch: 4820 [2020-11-13 11:40:22,600][root][INFO] - Eval batch: 4830 [2020-11-13 11:40:24,515][root][INFO] - Eval batch: 4840 [2020-11-13 11:40:26,610][root][INFO] - Eval batch: 4850 [2020-11-13 11:40:28,675][root][INFO] - Eval batch: 4860 [2020-11-13 11:40:30,785][root][INFO] - Eval batch: 4870 [2020-11-13 11:40:32,744][root][INFO] - Eval batch: 4880 [2020-11-13 11:40:34,712][root][INFO] - Eval batch: 4890 [2020-11-13 11:40:36,737][root][INFO] - Eval batch: 4900 [2020-11-13 11:40:38,923][root][INFO] - Eval batch: 4910 [2020-11-13 11:40:41,007][root][INFO] - Eval batch: 4920 [2020-11-13 11:40:43,028][root][INFO] - Eval batch: 4930 [2020-11-13 11:40:44,988][root][INFO] - Eval batch: 4940 [2020-11-13 11:40:46,858][root][INFO] - Eval batch: 4950 [2020-11-13 11:40:48,914][root][INFO] - Eval batch: 4960 [2020-11-13 11:40:50,888][root][INFO] - Eval batch: 4970 [2020-11-13 11:40:52,936][root][INFO] - Eval batch: 4980 [2020-11-13 11:40:54,794][root][INFO] - Eval batch: 4990 [2020-11-13 11:40:56,770][root][INFO] - Eval batch: 5000 [2020-11-13 11:40:58,676][root][INFO] - Eval batch: 5010 [2020-11-13 11:41:00,595][root][INFO] - Eval batch: 5020 [2020-11-13 11:41:02,644][root][INFO] - Eval batch: 5030 [2020-11-13 11:41:04,580][root][INFO] - Eval batch: 5040 [2020-11-13 11:41:06,612][root][INFO] - eval mean box_loss: 0.253886 [2020-11-13 11:41:06,612][root][INFO] - eval mean center_loss: 0.046356 [2020-11-13 11:41:06,613][root][INFO] - eval mean heading_cls_loss: 0.853074 [2020-11-13 11:41:06,613][root][INFO] - eval mean heading_reg_loss: 0.048796 [2020-11-13 11:41:06,614][root][INFO] - eval mean loss: 5.981133 [2020-11-13 11:41:06,614][root][INFO] - eval mean neg_ratio: 0.715258 [2020-11-13 11:41:06,614][root][INFO] - eval mean obj_acc: 0.926140 [2020-11-13 11:41:06,615][root][INFO] - eval mean objectness_loss: 0.085943 [2020-11-13 11:41:06,615][root][INFO] - eval mean pos_ratio: 0.140244 [2020-11-13 11:41:06,615][root][INFO] - eval mean sem_cls_loss: 0.479491 [2020-11-13 11:41:06,616][root][INFO] - eval mean size_cls_loss: 0.479528 [2020-11-13 11:41:06,616][root][INFO] - eval mean size_reg_loss: 0.025473 [2020-11-13 11:41:06,616][root][INFO] - eval mean vote_loss: 0.253307 [2020-11-13 11:42:03,847][root][INFO] - eval bed Average Precision: 0.363839 [2020-11-13 11:42:03,848][root][INFO] - eval table Average Precision: 0.158401 [2020-11-13 11:42:03,848][root][INFO] - eval sofa Average Precision: 0.379025 [2020-11-13 11:42:03,848][root][INFO] - eval chair Average Precision: 0.402192 [2020-11-13 11:42:03,848][root][INFO] - eval toilet Average Precision: 0.503127 [2020-11-13 11:42:03,848][root][INFO] - eval desk Average Precision: 0.031099 [2020-11-13 11:42:03,848][root][INFO] - eval dresser Average Precision: 0.049307 [2020-11-13 11:42:03,848][root][INFO] - eval night_stand Average Precision: 0.131589 [2020-11-13 11:42:03,848][root][INFO] - eval bookshelf Average Precision: 0.036513 [2020-11-13 11:42:03,848][root][INFO] - eval bathtub Average Precision: 0.241724 [2020-11-13 11:42:03,849][root][INFO] - eval mAP: 0.229681 [2020-11-13 11:42:03,849][root][INFO] - eval bed Recall: 0.545120 [2020-11-13 11:42:03,849][root][INFO] - eval table Recall: 0.378323 [2020-11-13 11:42:03,849][root][INFO] - eval sofa Recall: 0.571205 [2020-11-13 11:42:03,849][root][INFO] - eval chair Recall: 0.555294 [2020-11-13 11:42:03,849][root][INFO] - eval toilet Recall: 0.642384 [2020-11-13 11:42:03,849][root][INFO] - eval desk Recall: 0.231185 [2020-11-13 11:42:03,849][root][INFO] - eval dresser Recall: 0.282407 [2020-11-13 11:42:03,849][root][INFO] - eval night_stand Recall: 0.413386 [2020-11-13 11:42:03,849][root][INFO] - eval bookshelf Recall: 0.130435 [2020-11-13 11:42:03,849][root][INFO] - eval bathtub Recall: 0.403846 [2020-11-13 11:42:03,849][root][INFO] - eval AR: 0.415359 [2020-11-13 11:42:03,850][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 11:42:08,652][root][INFO] - **** EPOCH 060 **** [2020-11-13 11:42:08,654][root][INFO] - Current learning rate: 0.001000 [2020-11-13 11:42:08,654][root][INFO] - Current BN decay momentum: 0.125000 [2020-11-13 11:42:08,654][root][INFO] - 2020-11-13 11:42:08.654543 [2020-11-13 11:43:09,329][root][INFO] - ---- batch: 010 ---- [2020-11-13 11:43:09,399][root][INFO] - mean box_loss: 0.239035 [2020-11-13 11:43:09,399][root][INFO] - mean center_loss: 0.046818 [2020-11-13 11:43:09,399][root][INFO] - mean heading_cls_loss: 0.840652 [2020-11-13 11:43:09,399][root][INFO] - mean heading_reg_loss: 0.055449 [2020-11-13 11:43:09,399][root][INFO] - mean loss: 5.561788 [2020-11-13 11:43:09,399][root][INFO] - mean neg_ratio: 0.749762 [2020-11-13 11:43:09,399][root][INFO] - mean obj_acc: 0.944076 [2020-11-13 11:43:09,399][root][INFO] - mean objectness_loss: 0.053533 [2020-11-13 11:43:09,399][root][INFO] - mean pos_ratio: 0.128009 [2020-11-13 11:43:09,399][root][INFO] - mean sem_cls_loss: 0.297903 [2020-11-13 11:43:09,399][root][INFO] - mean size_cls_loss: 0.298129 [2020-11-13 11:43:09,399][root][INFO] - mean size_reg_loss: 0.022890 [2020-11-13 11:43:09,399][root][INFO] - mean vote_loss: 0.260588 [2020-11-13 11:44:04,442][root][INFO] - ---- batch: 020 ---- [2020-11-13 11:44:04,574][root][INFO] - mean box_loss: 0.243668 [2020-11-13 11:44:04,575][root][INFO] - mean center_loss: 0.047666 [2020-11-13 11:44:04,575][root][INFO] - mean heading_cls_loss: 0.793552 [2020-11-13 11:44:04,575][root][INFO] - mean heading_reg_loss: 0.056873 [2020-11-13 11:44:04,575][root][INFO] - mean loss: 5.744810 [2020-11-13 11:44:04,575][root][INFO] - mean neg_ratio: 0.749976 [2020-11-13 11:44:04,575][root][INFO] - mean obj_acc: 0.933491 [2020-11-13 11:44:04,575][root][INFO] - mean objectness_loss: 0.052529 [2020-11-13 11:44:04,575][root][INFO] - mean pos_ratio: 0.121008 [2020-11-13 11:44:04,575][root][INFO] - mean sem_cls_loss: 0.327104 [2020-11-13 11:44:04,575][root][INFO] - mean size_cls_loss: 0.326546 [2020-11-13 11:44:04,575][root][INFO] - mean size_reg_loss: 0.027119 [2020-11-13 11:44:04,575][root][INFO] - mean vote_loss: 0.271838 [2020-11-13 11:44:59,716][root][INFO] - ---- batch: 030 ---- [2020-11-13 11:44:59,737][root][INFO] - mean box_loss: 0.227964 [2020-11-13 11:44:59,737][root][INFO] - mean center_loss: 0.046779 [2020-11-13 11:44:59,737][root][INFO] - mean heading_cls_loss: 0.742705 [2020-11-13 11:44:59,737][root][INFO] - mean heading_reg_loss: 0.053388 [2020-11-13 11:44:59,737][root][INFO] - mean loss: 5.525882 [2020-11-13 11:44:59,737][root][INFO] - mean neg_ratio: 0.751001 [2020-11-13 11:44:59,737][root][INFO] - mean obj_acc: 0.929740 [2020-11-13 11:44:59,737][root][INFO] - mean objectness_loss: 0.054536 [2020-11-13 11:44:59,737][root][INFO] - mean pos_ratio: 0.123444 [2020-11-13 11:44:59,737][root][INFO] - mean sem_cls_loss: 0.297590 [2020-11-13 11:44:59,737][root][INFO] - mean size_cls_loss: 0.297095 [2020-11-13 11:44:59,738][root][INFO] - mean size_reg_loss: 0.023816 [2020-11-13 11:44:59,738][root][INFO] - mean vote_loss: 0.267598 [2020-11-13 11:45:52,529][root][INFO] - ---- batch: 040 ---- [2020-11-13 11:45:52,637][root][INFO] - mean box_loss: 0.230059 [2020-11-13 11:45:52,637][root][INFO] - mean center_loss: 0.043438 [2020-11-13 11:45:52,637][root][INFO] - mean heading_cls_loss: 0.803106 [2020-11-13 11:45:52,637][root][INFO] - mean heading_reg_loss: 0.052671 [2020-11-13 11:45:52,637][root][INFO] - mean loss: 5.466848 [2020-11-13 11:45:52,637][root][INFO] - mean neg_ratio: 0.746777 [2020-11-13 11:45:52,637][root][INFO] - mean obj_acc: 0.935679 [2020-11-13 11:45:52,637][root][INFO] - mean objectness_loss: 0.054043 [2020-11-13 11:45:52,637][root][INFO] - mean pos_ratio: 0.131158 [2020-11-13 11:45:52,637][root][INFO] - mean sem_cls_loss: 0.297641 [2020-11-13 11:45:52,637][root][INFO] - mean size_cls_loss: 0.298096 [2020-11-13 11:45:52,637][root][INFO] - mean size_reg_loss: 0.023829 [2020-11-13 11:45:52,637][root][INFO] - mean vote_loss: 0.259840 [2020-11-13 11:46:47,546][root][INFO] - ---- batch: 050 ---- [2020-11-13 11:46:47,615][root][INFO] - mean box_loss: 0.236431 [2020-11-13 11:46:47,615][root][INFO] - mean center_loss: 0.049200 [2020-11-13 11:46:47,615][root][INFO] - mean heading_cls_loss: 0.758055 [2020-11-13 11:46:47,615][root][INFO] - mean heading_reg_loss: 0.055128 [2020-11-13 11:46:47,615][root][INFO] - mean loss: 5.778323 [2020-11-13 11:46:47,615][root][INFO] - mean neg_ratio: 0.758032 [2020-11-13 11:46:47,616][root][INFO] - mean obj_acc: 0.934412 [2020-11-13 11:46:47,616][root][INFO] - mean objectness_loss: 0.051954 [2020-11-13 11:46:47,616][root][INFO] - mean pos_ratio: 0.123389 [2020-11-13 11:46:47,616][root][INFO] - mean sem_cls_loss: 0.296810 [2020-11-13 11:46:47,616][root][INFO] - mean size_cls_loss: 0.297207 [2020-11-13 11:46:47,616][root][INFO] - mean size_reg_loss: 0.026577 [2020-11-13 11:46:47,616][root][INFO] - mean vote_loss: 0.285743 [2020-11-13 11:47:41,542][root][INFO] - ---- batch: 060 ---- [2020-11-13 11:47:41,655][root][INFO] - mean box_loss: 0.246339 [2020-11-13 11:47:41,656][root][INFO] - mean center_loss: 0.044578 [2020-11-13 11:47:41,656][root][INFO] - mean heading_cls_loss: 0.886958 [2020-11-13 11:47:41,656][root][INFO] - mean heading_reg_loss: 0.053757 [2020-11-13 11:47:41,656][root][INFO] - mean loss: 5.928441 [2020-11-13 11:47:41,656][root][INFO] - mean neg_ratio: 0.742139 [2020-11-13 11:47:41,656][root][INFO] - mean obj_acc: 0.936866 [2020-11-13 11:47:41,656][root][INFO] - mean objectness_loss: 0.058601 [2020-11-13 11:47:41,656][root][INFO] - mean pos_ratio: 0.133765 [2020-11-13 11:47:41,656][root][INFO] - mean sem_cls_loss: 0.286668 [2020-11-13 11:47:41,656][root][INFO] - mean size_cls_loss: 0.286326 [2020-11-13 11:47:41,656][root][INFO] - mean size_reg_loss: 0.030676 [2020-11-13 11:47:41,656][root][INFO] - mean vote_loss: 0.288538 [2020-11-13 11:48:35,745][root][INFO] - ---- batch: 070 ---- [2020-11-13 11:48:35,752][root][INFO] - mean box_loss: 0.253368 [2020-11-13 11:48:35,753][root][INFO] - mean center_loss: 0.047435 [2020-11-13 11:48:35,753][root][INFO] - mean heading_cls_loss: 0.840930 [2020-11-13 11:48:35,753][root][INFO] - mean heading_reg_loss: 0.064515 [2020-11-13 11:48:35,753][root][INFO] - mean loss: 5.777049 [2020-11-13 11:48:35,753][root][INFO] - mean neg_ratio: 0.734735 [2020-11-13 11:48:35,753][root][INFO] - mean obj_acc: 0.929874 [2020-11-13 11:48:35,754][root][INFO] - mean objectness_loss: 0.056550 [2020-11-13 11:48:35,754][root][INFO] - mean pos_ratio: 0.131946 [2020-11-13 11:48:35,754][root][INFO] - mean sem_cls_loss: 0.325685 [2020-11-13 11:48:35,754][root][INFO] - mean size_cls_loss: 0.326086 [2020-11-13 11:48:35,754][root][INFO] - mean size_reg_loss: 0.024716 [2020-11-13 11:48:35,754][root][INFO] - mean vote_loss: 0.263494 [2020-11-13 11:49:28,859][root][INFO] - ---- batch: 080 ---- [2020-11-13 11:49:28,869][root][INFO] - mean box_loss: 0.240314 [2020-11-13 11:49:28,870][root][INFO] - mean center_loss: 0.040775 [2020-11-13 11:49:28,871][root][INFO] - mean heading_cls_loss: 0.863174 [2020-11-13 11:49:28,871][root][INFO] - mean heading_reg_loss: 0.058409 [2020-11-13 11:49:28,871][root][INFO] - mean loss: 5.831178 [2020-11-13 11:49:28,871][root][INFO] - mean neg_ratio: 0.743573 [2020-11-13 11:49:28,871][root][INFO] - mean obj_acc: 0.936279 [2020-11-13 11:49:28,871][root][INFO] - mean objectness_loss: 0.049566 [2020-11-13 11:49:28,871][root][INFO] - mean pos_ratio: 0.128558 [2020-11-13 11:49:28,871][root][INFO] - mean sem_cls_loss: 0.296762 [2020-11-13 11:49:28,871][root][INFO] - mean size_cls_loss: 0.298202 [2020-11-13 11:49:28,871][root][INFO] - mean size_reg_loss: 0.024992 [2020-11-13 11:49:28,871][root][INFO] - mean vote_loss: 0.288345 [2020-11-13 11:49:44,698][root][INFO] - **** EPOCH 061 **** [2020-11-13 11:49:44,702][root][INFO] - Current learning rate: 0.001000 [2020-11-13 11:49:44,702][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 11:49:44,702][root][INFO] - 2020-11-13 11:49:44.702894 [2020-11-13 11:50:45,906][root][INFO] - ---- batch: 010 ---- [2020-11-13 11:50:45,911][root][INFO] - mean box_loss: 0.238398 [2020-11-13 11:50:45,912][root][INFO] - mean center_loss: 0.046205 [2020-11-13 11:50:45,912][root][INFO] - mean heading_cls_loss: 0.800864 [2020-11-13 11:50:45,912][root][INFO] - mean heading_reg_loss: 0.057861 [2020-11-13 11:50:45,912][root][INFO] - mean loss: 5.699530 [2020-11-13 11:50:45,912][root][INFO] - mean neg_ratio: 0.747205 [2020-11-13 11:50:45,912][root][INFO] - mean obj_acc: 0.936710 [2020-11-13 11:50:45,912][root][INFO] - mean objectness_loss: 0.049891 [2020-11-13 11:50:45,912][root][INFO] - mean pos_ratio: 0.124976 [2020-11-13 11:50:45,912][root][INFO] - mean sem_cls_loss: 0.292993 [2020-11-13 11:50:45,912][root][INFO] - mean size_cls_loss: 0.293960 [2020-11-13 11:50:45,912][root][INFO] - mean size_reg_loss: 0.024849 [2020-11-13 11:50:45,912][root][INFO] - mean vote_loss: 0.277311 [2020-11-13 11:51:40,609][root][INFO] - ---- batch: 020 ---- [2020-11-13 11:51:40,614][root][INFO] - mean box_loss: 0.234350 [2020-11-13 11:51:40,614][root][INFO] - mean center_loss: 0.043077 [2020-11-13 11:51:40,615][root][INFO] - mean heading_cls_loss: 0.850741 [2020-11-13 11:51:40,615][root][INFO] - mean heading_reg_loss: 0.054226 [2020-11-13 11:51:40,615][root][INFO] - mean loss: 5.601834 [2020-11-13 11:51:40,615][root][INFO] - mean neg_ratio: 0.735016 [2020-11-13 11:51:40,615][root][INFO] - mean obj_acc: 0.938232 [2020-11-13 11:51:40,615][root][INFO] - mean objectness_loss: 0.052380 [2020-11-13 11:51:40,615][root][INFO] - mean pos_ratio: 0.133331 [2020-11-13 11:51:40,615][root][INFO] - mean sem_cls_loss: 0.268913 [2020-11-13 11:51:40,615][root][INFO] - mean size_cls_loss: 0.268555 [2020-11-13 11:51:40,615][root][INFO] - mean size_reg_loss: 0.025117 [2020-11-13 11:51:40,615][root][INFO] - mean vote_loss: 0.272752 [2020-11-13 11:52:33,869][root][INFO] - ---- batch: 030 ---- [2020-11-13 11:52:33,878][root][INFO] - mean box_loss: 0.234779 [2020-11-13 11:52:33,878][root][INFO] - mean center_loss: 0.045517 [2020-11-13 11:52:33,878][root][INFO] - mean heading_cls_loss: 0.804106 [2020-11-13 11:52:33,878][root][INFO] - mean heading_reg_loss: 0.054597 [2020-11-13 11:52:33,878][root][INFO] - mean loss: 5.641613 [2020-11-13 11:52:33,878][root][INFO] - mean neg_ratio: 0.737231 [2020-11-13 11:52:33,879][root][INFO] - mean obj_acc: 0.940952 [2020-11-13 11:52:33,879][root][INFO] - mean objectness_loss: 0.051163 [2020-11-13 11:52:33,879][root][INFO] - mean pos_ratio: 0.131104 [2020-11-13 11:52:33,879][root][INFO] - mean sem_cls_loss: 0.285053 [2020-11-13 11:52:33,879][root][INFO] - mean size_cls_loss: 0.285858 [2020-11-13 11:52:33,879][root][INFO] - mean size_reg_loss: 0.025668 [2020-11-13 11:52:33,879][root][INFO] - mean vote_loss: 0.275296 [2020-11-13 11:53:27,507][root][INFO] - ---- batch: 040 ---- [2020-11-13 11:53:27,520][root][INFO] - mean box_loss: 0.264323 [2020-11-13 11:53:27,520][root][INFO] - mean center_loss: 0.057274 [2020-11-13 11:53:27,520][root][INFO] - mean heading_cls_loss: 0.864519 [2020-11-13 11:53:27,520][root][INFO] - mean heading_reg_loss: 0.060151 [2020-11-13 11:53:27,521][root][INFO] - mean loss: 6.464177 [2020-11-13 11:53:27,521][root][INFO] - mean neg_ratio: 0.765375 [2020-11-13 11:53:27,521][root][INFO] - mean obj_acc: 0.930185 [2020-11-13 11:53:27,521][root][INFO] - mean objectness_loss: 0.054305 [2020-11-13 11:53:27,521][root][INFO] - mean pos_ratio: 0.111591 [2020-11-13 11:53:27,521][root][INFO] - mean sem_cls_loss: 0.332997 [2020-11-13 11:53:27,521][root][INFO] - mean size_cls_loss: 0.332267 [2020-11-13 11:53:27,521][root][INFO] - mean size_reg_loss: 0.027220 [2020-11-13 11:53:27,521][root][INFO] - mean vote_loss: 0.321642 [2020-11-13 11:54:23,248][root][INFO] - ---- batch: 050 ---- [2020-11-13 11:54:23,255][root][INFO] - mean box_loss: 0.262065 [2020-11-13 11:54:23,256][root][INFO] - mean center_loss: 0.045074 [2020-11-13 11:54:23,257][root][INFO] - mean heading_cls_loss: 0.955003 [2020-11-13 11:54:23,258][root][INFO] - mean heading_reg_loss: 0.058630 [2020-11-13 11:54:23,258][root][INFO] - mean loss: 6.095877 [2020-11-13 11:54:23,258][root][INFO] - mean neg_ratio: 0.764001 [2020-11-13 11:54:23,258][root][INFO] - mean obj_acc: 0.936550 [2020-11-13 11:54:23,258][root][INFO] - mean objectness_loss: 0.052891 [2020-11-13 11:54:23,258][root][INFO] - mean pos_ratio: 0.111578 [2020-11-13 11:54:23,258][root][INFO] - mean sem_cls_loss: 0.354981 [2020-11-13 11:54:23,258][root][INFO] - mean size_cls_loss: 0.354481 [2020-11-13 11:54:23,258][root][INFO] - mean size_reg_loss: 0.027414 [2020-11-13 11:54:23,258][root][INFO] - mean vote_loss: 0.285579 [2020-11-13 11:55:18,828][root][INFO] - ---- batch: 060 ---- [2020-11-13 11:55:18,834][root][INFO] - mean box_loss: 0.246152 [2020-11-13 11:55:18,836][root][INFO] - mean center_loss: 0.045335 [2020-11-13 11:55:18,837][root][INFO] - mean heading_cls_loss: 0.867739 [2020-11-13 11:55:18,837][root][INFO] - mean heading_reg_loss: 0.055178 [2020-11-13 11:55:18,837][root][INFO] - mean loss: 6.045308 [2020-11-13 11:55:18,837][root][INFO] - mean neg_ratio: 0.755676 [2020-11-13 11:55:18,837][root][INFO] - mean obj_acc: 0.937413 [2020-11-13 11:55:18,837][root][INFO] - mean objectness_loss: 0.053287 [2020-11-13 11:55:18,837][root][INFO] - mean pos_ratio: 0.122180 [2020-11-13 11:55:18,837][root][INFO] - mean sem_cls_loss: 0.342984 [2020-11-13 11:55:18,837][root][INFO] - mean size_cls_loss: 0.342384 [2020-11-13 11:55:18,837][root][INFO] - mean size_reg_loss: 0.024626 [2020-11-13 11:55:18,838][root][INFO] - mean vote_loss: 0.297437 [2020-11-13 11:56:12,395][root][INFO] - ---- batch: 070 ---- [2020-11-13 11:56:12,404][root][INFO] - mean box_loss: 0.245986 [2020-11-13 11:56:12,404][root][INFO] - mean center_loss: 0.041941 [2020-11-13 11:56:12,405][root][INFO] - mean heading_cls_loss: 0.865099 [2020-11-13 11:56:12,405][root][INFO] - mean heading_reg_loss: 0.059615 [2020-11-13 11:56:12,405][root][INFO] - mean loss: 5.819749 [2020-11-13 11:56:12,405][root][INFO] - mean neg_ratio: 0.754303 [2020-11-13 11:56:12,405][root][INFO] - mean obj_acc: 0.937638 [2020-11-13 11:56:12,405][root][INFO] - mean objectness_loss: 0.049972 [2020-11-13 11:56:12,405][root][INFO] - mean pos_ratio: 0.122522 [2020-11-13 11:56:12,405][root][INFO] - mean sem_cls_loss: 0.330405 [2020-11-13 11:56:12,405][root][INFO] - mean size_cls_loss: 0.331549 [2020-11-13 11:56:12,405][root][INFO] - mean size_reg_loss: 0.024766 [2020-11-13 11:56:12,406][root][INFO] - mean vote_loss: 0.277962 [2020-11-13 11:56:31,558][submitit][WARNING] - Bypassing signal 15 [2020-11-13 11:58:59,127][root][INFO] - ===> Loading exsiting config file [2020-11-13 11:58:59,157][root][INFO] - ===> Loaded exsiting config file [2020-11-13 11:58:59,164][root][INFO] - net: model: votenet is_train: true backbone: sparseconv weights: /checkpoint/jihou/checkpoint/scannet/pretrain/partition4_4096_100k_simclr/1/weights/checkpoint_100000.pth num_target: 256 vote_factor: 1 cluster_sampling: vote_fps data: dataset: sunrgbd by_scenes: null by_points: null num_points: 20000 num_workers: 8 batch_size: 64 no_height: true use_color: false use_sunrgbd_v2: false overwrite: false dump_results: false voxelization: true voxel_size: 0.025 shuffle_datast: false optimizer: max_epoch: 180 learning_rate: 0.001 lr_decay_steps: - 80 - 120 - 160 lr_decay_rates: - 0.1 - 0.1 - 0.1 weight_decay: 0 bn_decay_step: 20 bn_decay_rate: 0.5 test: use_3d_nms: false use_cls_nms: false use_old_type_nms: false per_class_proposal: false nms_iou: 0.25 conf_thresh: 0.05 faster_eval: False, ap_iou_thresholds: - 0.25 - 0.5 misc: log_dir: /checkpoint/jihou/sunrgbd_det [2020-11-13 11:59:22,563][root][INFO] - training: 5285, testing: 5050 [2020-11-13 11:59:22,564][root][INFO] - train dataloader: 83, test dataloader: 5050 [2020-11-13 11:59:30,018][root][INFO] - -> loaded checkpoint checkpoint.tar (epoch: 61) [2020-11-13 11:59:30,021][root][INFO] - **** EPOCH 061 **** [2020-11-13 11:59:30,021][root][INFO] - Current learning rate: 0.001000 [2020-11-13 11:59:30,022][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 11:59:30,022][root][INFO] - 2020-11-13 11:59:30.022077 [2020-11-13 12:00:32,618][root][INFO] - ---- batch: 010 ---- [2020-11-13 12:00:32,624][root][INFO] - mean box_loss: 0.234489 [2020-11-13 12:00:32,625][root][INFO] - mean center_loss: 0.045845 [2020-11-13 12:00:32,625][root][INFO] - mean heading_cls_loss: 0.771004 [2020-11-13 12:00:32,625][root][INFO] - mean heading_reg_loss: 0.059328 [2020-11-13 12:00:32,625][root][INFO] - mean loss: 5.687518 [2020-11-13 12:00:32,625][root][INFO] - mean neg_ratio: 0.745453 [2020-11-13 12:00:32,625][root][INFO] - mean obj_acc: 0.934484 [2020-11-13 12:00:32,625][root][INFO] - mean objectness_loss: 0.055568 [2020-11-13 12:00:32,625][root][INFO] - mean pos_ratio: 0.124408 [2020-11-13 12:00:32,625][root][INFO] - mean sem_cls_loss: 0.258404 [2020-11-13 12:00:32,625][root][INFO] - mean size_cls_loss: 0.258538 [2020-11-13 12:00:32,625][root][INFO] - mean size_reg_loss: 0.026362 [2020-11-13 12:00:32,625][root][INFO] - mean vote_loss: 0.280639 [2020-11-13 12:01:23,940][root][INFO] - ---- batch: 020 ---- [2020-11-13 12:01:23,946][root][INFO] - mean box_loss: 0.234519 [2020-11-13 12:01:23,946][root][INFO] - mean center_loss: 0.042162 [2020-11-13 12:01:23,946][root][INFO] - mean heading_cls_loss: 0.819015 [2020-11-13 12:01:23,946][root][INFO] - mean heading_reg_loss: 0.053376 [2020-11-13 12:01:23,947][root][INFO] - mean loss: 5.497223 [2020-11-13 12:01:23,947][root][INFO] - mean neg_ratio: 0.735461 [2020-11-13 12:01:23,947][root][INFO] - mean obj_acc: 0.939205 [2020-11-13 12:01:23,947][root][INFO] - mean objectness_loss: 0.049028 [2020-11-13 12:01:23,947][root][INFO] - mean pos_ratio: 0.135205 [2020-11-13 12:01:23,947][root][INFO] - mean sem_cls_loss: 0.284262 [2020-11-13 12:01:23,947][root][INFO] - mean size_cls_loss: 0.285611 [2020-11-13 12:01:23,947][root][INFO] - mean size_reg_loss: 0.028519 [2020-11-13 12:01:23,947][root][INFO] - mean vote_loss: 0.262263 [2020-11-13 12:02:15,768][root][INFO] - ---- batch: 030 ---- [2020-11-13 12:02:15,774][root][INFO] - mean box_loss: 0.243327 [2020-11-13 12:02:15,775][root][INFO] - mean center_loss: 0.047971 [2020-11-13 12:02:15,775][root][INFO] - mean heading_cls_loss: 0.871792 [2020-11-13 12:02:15,775][root][INFO] - mean heading_reg_loss: 0.055952 [2020-11-13 12:02:15,775][root][INFO] - mean loss: 5.745300 [2020-11-13 12:02:15,775][root][INFO] - mean neg_ratio: 0.755029 [2020-11-13 12:02:15,775][root][INFO] - mean obj_acc: 0.934158 [2020-11-13 12:02:15,775][root][INFO] - mean objectness_loss: 0.049407 [2020-11-13 12:02:15,775][root][INFO] - mean pos_ratio: 0.123517 [2020-11-13 12:02:15,775][root][INFO] - mean sem_cls_loss: 0.287649 [2020-11-13 12:02:15,775][root][INFO] - mean size_cls_loss: 0.288090 [2020-11-13 12:02:15,775][root][INFO] - mean size_reg_loss: 0.023416 [2020-11-13 12:02:15,775][root][INFO] - mean vote_loss: 0.277734 [2020-11-13 12:03:06,083][root][INFO] - ---- batch: 040 ---- [2020-11-13 12:03:06,089][root][INFO] - mean box_loss: 0.240897 [2020-11-13 12:03:06,090][root][INFO] - mean center_loss: 0.042362 [2020-11-13 12:03:06,090][root][INFO] - mean heading_cls_loss: 0.860556 [2020-11-13 12:03:06,090][root][INFO] - mean heading_reg_loss: 0.058044 [2020-11-13 12:03:06,090][root][INFO] - mean loss: 5.812383 [2020-11-13 12:03:06,090][root][INFO] - mean neg_ratio: 0.752527 [2020-11-13 12:03:06,090][root][INFO] - mean obj_acc: 0.942500 [2020-11-13 12:03:06,090][root][INFO] - mean objectness_loss: 0.050872 [2020-11-13 12:03:06,090][root][INFO] - mean pos_ratio: 0.124261 [2020-11-13 12:03:06,090][root][INFO] - mean sem_cls_loss: 0.309755 [2020-11-13 12:03:06,090][root][INFO] - mean size_cls_loss: 0.309280 [2020-11-13 12:03:06,090][root][INFO] - mean size_reg_loss: 0.023508 [2020-11-13 12:03:06,090][root][INFO] - mean vote_loss: 0.283930 [2020-11-13 12:03:58,847][root][INFO] - ---- batch: 050 ---- [2020-11-13 12:03:58,853][root][INFO] - mean box_loss: 0.240025 [2020-11-13 12:03:58,853][root][INFO] - mean center_loss: 0.041466 [2020-11-13 12:03:58,854][root][INFO] - mean heading_cls_loss: 0.870765 [2020-11-13 12:03:58,854][root][INFO] - mean heading_reg_loss: 0.058140 [2020-11-13 12:03:58,854][root][INFO] - mean loss: 5.562433 [2020-11-13 12:03:58,854][root][INFO] - mean neg_ratio: 0.734296 [2020-11-13 12:03:58,854][root][INFO] - mean obj_acc: 0.943096 [2020-11-13 12:03:58,854][root][INFO] - mean objectness_loss: 0.049986 [2020-11-13 12:03:58,854][root][INFO] - mean pos_ratio: 0.129749 [2020-11-13 12:03:58,854][root][INFO] - mean sem_cls_loss: 0.271687 [2020-11-13 12:03:58,854][root][INFO] - mean size_cls_loss: 0.272816 [2020-11-13 12:03:58,854][root][INFO] - mean size_reg_loss: 0.026061 [2020-11-13 12:03:58,854][root][INFO] - mean vote_loss: 0.264057 [2020-11-13 12:04:50,396][root][INFO] - ---- batch: 060 ---- [2020-11-13 12:04:50,410][root][INFO] - mean box_loss: 0.237001 [2020-11-13 12:04:50,410][root][INFO] - mean center_loss: 0.051270 [2020-11-13 12:04:50,410][root][INFO] - mean heading_cls_loss: 0.790270 [2020-11-13 12:04:50,410][root][INFO] - mean heading_reg_loss: 0.051925 [2020-11-13 12:04:50,410][root][INFO] - mean loss: 5.620456 [2020-11-13 12:04:50,410][root][INFO] - mean neg_ratio: 0.766272 [2020-11-13 12:04:50,410][root][INFO] - mean obj_acc: 0.931114 [2020-11-13 12:04:50,410][root][INFO] - mean objectness_loss: 0.050629 [2020-11-13 12:04:50,410][root][INFO] - mean pos_ratio: 0.112891 [2020-11-13 12:04:50,410][root][INFO] - mean sem_cls_loss: 0.286529 [2020-11-13 12:04:50,410][root][INFO] - mean size_cls_loss: 0.286408 [2020-11-13 12:04:50,411][root][INFO] - mean size_reg_loss: 0.026138 [2020-11-13 12:04:50,411][root][INFO] - mean vote_loss: 0.271077 [2020-11-13 12:05:41,247][root][INFO] - ---- batch: 070 ---- [2020-11-13 12:05:41,256][root][INFO] - mean box_loss: 0.241153 [2020-11-13 12:05:41,257][root][INFO] - mean center_loss: 0.040253 [2020-11-13 12:05:41,257][root][INFO] - mean heading_cls_loss: 0.876244 [2020-11-13 12:05:41,257][root][INFO] - mean heading_reg_loss: 0.058056 [2020-11-13 12:05:41,257][root][INFO] - mean loss: 5.623965 [2020-11-13 12:05:41,257][root][INFO] - mean neg_ratio: 0.740607 [2020-11-13 12:05:41,258][root][INFO] - mean obj_acc: 0.946737 [2020-11-13 12:05:41,258][root][INFO] - mean objectness_loss: 0.050838 [2020-11-13 12:05:41,258][root][INFO] - mean pos_ratio: 0.133984 [2020-11-13 12:05:41,258][root][INFO] - mean sem_cls_loss: 0.325665 [2020-11-13 12:05:41,258][root][INFO] - mean size_cls_loss: 0.325107 [2020-11-13 12:05:41,258][root][INFO] - mean size_reg_loss: 0.022709 [2020-11-13 12:05:41,258][root][INFO] - mean vote_loss: 0.263257 [2020-11-13 12:06:30,797][root][INFO] - ---- batch: 080 ---- [2020-11-13 12:06:30,808][root][INFO] - mean box_loss: 0.233805 [2020-11-13 12:06:30,808][root][INFO] - mean center_loss: 0.042903 [2020-11-13 12:06:30,809][root][INFO] - mean heading_cls_loss: 0.830090 [2020-11-13 12:06:30,809][root][INFO] - mean heading_reg_loss: 0.055085 [2020-11-13 12:06:30,809][root][INFO] - mean loss: 5.542072 [2020-11-13 12:06:30,809][root][INFO] - mean neg_ratio: 0.718677 [2020-11-13 12:06:30,809][root][INFO] - mean obj_acc: 0.947730 [2020-11-13 12:06:30,809][root][INFO] - mean objectness_loss: 0.050921 [2020-11-13 12:06:30,809][root][INFO] - mean pos_ratio: 0.143652 [2020-11-13 12:06:30,809][root][INFO] - mean sem_cls_loss: 0.286034 [2020-11-13 12:06:30,809][root][INFO] - mean size_cls_loss: 0.286724 [2020-11-13 12:06:30,809][root][INFO] - mean size_reg_loss: 0.024135 [2020-11-13 12:06:30,809][root][INFO] - mean vote_loss: 0.266339 [2020-11-13 12:06:48,073][root][INFO] - **** EPOCH 062 **** [2020-11-13 12:06:48,077][root][INFO] - Current learning rate: 0.001000 [2020-11-13 12:06:48,077][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 12:06:48,077][root][INFO] - 2020-11-13 12:06:48.077833 [2020-11-13 12:07:45,315][root][INFO] - ---- batch: 010 ---- [2020-11-13 12:07:45,326][root][INFO] - mean box_loss: 0.224343 [2020-11-13 12:07:45,326][root][INFO] - mean center_loss: 0.045746 [2020-11-13 12:07:45,326][root][INFO] - mean heading_cls_loss: 0.788468 [2020-11-13 12:07:45,326][root][INFO] - mean heading_reg_loss: 0.050095 [2020-11-13 12:07:45,326][root][INFO] - mean loss: 5.494976 [2020-11-13 12:07:45,326][root][INFO] - mean neg_ratio: 0.711884 [2020-11-13 12:07:45,326][root][INFO] - mean obj_acc: 0.930233 [2020-11-13 12:07:45,326][root][INFO] - mean objectness_loss: 0.054228 [2020-11-13 12:07:45,326][root][INFO] - mean pos_ratio: 0.145685 [2020-11-13 12:07:45,327][root][INFO] - mean sem_cls_loss: 0.259637 [2020-11-13 12:07:45,327][root][INFO] - mean size_cls_loss: 0.259753 [2020-11-13 12:07:45,327][root][INFO] - mean size_reg_loss: 0.023681 [2020-11-13 12:07:45,327][root][INFO] - mean vote_loss: 0.272077 [2020-11-13 12:08:37,268][root][INFO] - ---- batch: 020 ---- [2020-11-13 12:08:37,277][root][INFO] - mean box_loss: 0.252839 [2020-11-13 12:08:37,278][root][INFO] - mean center_loss: 0.045354 [2020-11-13 12:08:37,278][root][INFO] - mean heading_cls_loss: 0.922739 [2020-11-13 12:08:37,278][root][INFO] - mean heading_reg_loss: 0.059276 [2020-11-13 12:08:37,278][root][INFO] - mean loss: 5.953154 [2020-11-13 12:08:37,278][root][INFO] - mean neg_ratio: 0.759265 [2020-11-13 12:08:37,278][root][INFO] - mean obj_acc: 0.922398 [2020-11-13 12:08:37,278][root][INFO] - mean objectness_loss: 0.054302 [2020-11-13 12:08:37,278][root][INFO] - mean pos_ratio: 0.118738 [2020-11-13 12:08:37,278][root][INFO] - mean sem_cls_loss: 0.277669 [2020-11-13 12:08:37,278][root][INFO] - mean size_cls_loss: 0.277219 [2020-11-13 12:08:37,278][root][INFO] - mean size_reg_loss: 0.028213 [2020-11-13 12:08:37,278][root][INFO] - mean vote_loss: 0.287559 [2020-11-13 12:09:29,074][root][INFO] - ---- batch: 030 ---- [2020-11-13 12:09:29,080][root][INFO] - mean box_loss: 0.236210 [2020-11-13 12:09:29,080][root][INFO] - mean center_loss: 0.044177 [2020-11-13 12:09:29,080][root][INFO] - mean heading_cls_loss: 0.792959 [2020-11-13 12:09:29,081][root][INFO] - mean heading_reg_loss: 0.056801 [2020-11-13 12:09:29,081][root][INFO] - mean loss: 5.494073 [2020-11-13 12:09:29,081][root][INFO] - mean neg_ratio: 0.757001 [2020-11-13 12:09:29,081][root][INFO] - mean obj_acc: 0.935706 [2020-11-13 12:09:29,081][root][INFO] - mean objectness_loss: 0.050616 [2020-11-13 12:09:29,081][root][INFO] - mean pos_ratio: 0.123547 [2020-11-13 12:09:29,081][root][INFO] - mean sem_cls_loss: 0.318555 [2020-11-13 12:09:29,081][root][INFO] - mean size_cls_loss: 0.318648 [2020-11-13 12:09:29,081][root][INFO] - mean size_reg_loss: 0.024072 [2020-11-13 12:09:29,081][root][INFO] - mean vote_loss: 0.256034 [2020-11-13 12:10:20,230][root][INFO] - ---- batch: 040 ---- [2020-11-13 12:10:20,237][root][INFO] - mean box_loss: 0.242290 [2020-11-13 12:10:20,237][root][INFO] - mean center_loss: 0.050798 [2020-11-13 12:10:20,237][root][INFO] - mean heading_cls_loss: 0.839039 [2020-11-13 12:10:20,237][root][INFO] - mean heading_reg_loss: 0.050452 [2020-11-13 12:10:20,237][root][INFO] - mean loss: 5.864955 [2020-11-13 12:10:20,237][root][INFO] - mean neg_ratio: 0.740912 [2020-11-13 12:10:20,237][root][INFO] - mean obj_acc: 0.946455 [2020-11-13 12:10:20,237][root][INFO] - mean objectness_loss: 0.051034 [2020-11-13 12:10:20,237][root][INFO] - mean pos_ratio: 0.131525 [2020-11-13 12:10:20,237][root][INFO] - mean sem_cls_loss: 0.328477 [2020-11-13 12:10:20,237][root][INFO] - mean size_cls_loss: 0.328558 [2020-11-13 12:10:20,237][root][INFO] - mean size_reg_loss: 0.024279 [2020-11-13 12:10:20,237][root][INFO] - mean vote_loss: 0.285841 [2020-11-13 12:11:12,224][root][INFO] - ---- batch: 050 ---- [2020-11-13 12:11:12,229][root][INFO] - mean box_loss: 0.240346 [2020-11-13 12:11:12,230][root][INFO] - mean center_loss: 0.042958 [2020-11-13 12:11:12,231][root][INFO] - mean heading_cls_loss: 0.855012 [2020-11-13 12:11:12,231][root][INFO] - mean heading_reg_loss: 0.055192 [2020-11-13 12:11:12,231][root][INFO] - mean loss: 5.640995 [2020-11-13 12:11:12,231][root][INFO] - mean neg_ratio: 0.740808 [2020-11-13 12:11:12,231][root][INFO] - mean obj_acc: 0.937049 [2020-11-13 12:11:12,231][root][INFO] - mean objectness_loss: 0.053640 [2020-11-13 12:11:12,231][root][INFO] - mean pos_ratio: 0.132318 [2020-11-13 12:11:12,231][root][INFO] - mean sem_cls_loss: 0.289222 [2020-11-13 12:11:12,231][root][INFO] - mean size_cls_loss: 0.289185 [2020-11-13 12:11:12,231][root][INFO] - mean size_reg_loss: 0.027776 [2020-11-13 12:11:12,231][root][INFO] - mean vote_loss: 0.268012 [2020-11-13 12:12:03,860][root][INFO] - ---- batch: 060 ---- [2020-11-13 12:12:03,868][root][INFO] - mean box_loss: 0.223817 [2020-11-13 12:12:03,868][root][INFO] - mean center_loss: 0.040862 [2020-11-13 12:12:03,868][root][INFO] - mean heading_cls_loss: 0.747659 [2020-11-13 12:12:03,869][root][INFO] - mean heading_reg_loss: 0.054797 [2020-11-13 12:12:03,869][root][INFO] - mean loss: 5.524362 [2020-11-13 12:12:03,869][root][INFO] - mean neg_ratio: 0.754761 [2020-11-13 12:12:03,869][root][INFO] - mean obj_acc: 0.923924 [2020-11-13 12:12:03,869][root][INFO] - mean objectness_loss: 0.053215 [2020-11-13 12:12:03,869][root][INFO] - mean pos_ratio: 0.120343 [2020-11-13 12:12:03,869][root][INFO] - mean sem_cls_loss: 0.273962 [2020-11-13 12:12:03,869][root][INFO] - mean size_cls_loss: 0.273854 [2020-11-13 12:12:03,869][root][INFO] - mean size_reg_loss: 0.026007 [2020-11-13 12:12:03,869][root][INFO] - mean vote_loss: 0.274616 [2020-11-13 12:12:54,205][root][INFO] - ---- batch: 070 ---- [2020-11-13 12:12:54,213][root][INFO] - mean box_loss: 0.248815 [2020-11-13 12:12:54,214][root][INFO] - mean center_loss: 0.050629 [2020-11-13 12:12:54,214][root][INFO] - mean heading_cls_loss: 0.841454 [2020-11-13 12:12:54,214][root][INFO] - mean heading_reg_loss: 0.056055 [2020-11-13 12:12:54,214][root][INFO] - mean loss: 5.980189 [2020-11-13 12:12:54,215][root][INFO] - mean neg_ratio: 0.727777 [2020-11-13 12:12:54,215][root][INFO] - mean obj_acc: 0.936817 [2020-11-13 12:12:54,215][root][INFO] - mean objectness_loss: 0.055081 [2020-11-13 12:12:54,215][root][INFO] - mean pos_ratio: 0.134863 [2020-11-13 12:12:54,215][root][INFO] - mean sem_cls_loss: 0.307644 [2020-11-13 12:12:54,215][root][INFO] - mean size_cls_loss: 0.307633 [2020-11-13 12:12:54,215][root][INFO] - mean size_reg_loss: 0.027222 [2020-11-13 12:12:54,215][root][INFO] - mean vote_loss: 0.290899 [2020-11-13 12:13:44,108][root][INFO] - ---- batch: 080 ---- [2020-11-13 12:13:44,117][root][INFO] - mean box_loss: 0.243553 [2020-11-13 12:13:44,119][root][INFO] - mean center_loss: 0.044919 [2020-11-13 12:13:44,119][root][INFO] - mean heading_cls_loss: 0.812280 [2020-11-13 12:13:44,119][root][INFO] - mean heading_reg_loss: 0.052263 [2020-11-13 12:13:44,119][root][INFO] - mean loss: 6.032293 [2020-11-13 12:13:44,119][root][INFO] - mean neg_ratio: 0.754590 [2020-11-13 12:13:44,120][root][INFO] - mean obj_acc: 0.929136 [2020-11-13 12:13:44,120][root][INFO] - mean objectness_loss: 0.055784 [2020-11-13 12:13:44,120][root][INFO] - mean pos_ratio: 0.121954 [2020-11-13 12:13:44,120][root][INFO] - mean sem_cls_loss: 0.339905 [2020-11-13 12:13:44,120][root][INFO] - mean size_cls_loss: 0.340677 [2020-11-13 12:13:44,120][root][INFO] - mean size_reg_loss: 0.031074 [2020-11-13 12:13:44,120][root][INFO] - mean vote_loss: 0.297794 [2020-11-13 12:13:58,699][root][INFO] - **** EPOCH 063 **** [2020-11-13 12:13:58,701][root][INFO] - Current learning rate: 0.001000 [2020-11-13 12:13:58,701][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 12:13:58,701][root][INFO] - 2020-11-13 12:13:58.701942 [2020-11-13 12:14:56,130][root][INFO] - ---- batch: 010 ---- [2020-11-13 12:14:56,147][root][INFO] - mean box_loss: 0.259446 [2020-11-13 12:14:56,147][root][INFO] - mean center_loss: 0.046434 [2020-11-13 12:14:56,147][root][INFO] - mean heading_cls_loss: 0.940498 [2020-11-13 12:14:56,147][root][INFO] - mean heading_reg_loss: 0.062171 [2020-11-13 12:14:56,147][root][INFO] - mean loss: 5.899033 [2020-11-13 12:14:56,147][root][INFO] - mean neg_ratio: 0.743951 [2020-11-13 12:14:56,148][root][INFO] - mean obj_acc: 0.938075 [2020-11-13 12:14:56,148][root][INFO] - mean objectness_loss: 0.051731 [2020-11-13 12:14:56,148][root][INFO] - mean pos_ratio: 0.127985 [2020-11-13 12:14:56,148][root][INFO] - mean sem_cls_loss: 0.318367 [2020-11-13 12:14:56,148][root][INFO] - mean size_cls_loss: 0.318897 [2020-11-13 12:14:56,148][root][INFO] - mean size_reg_loss: 0.024901 [2020-11-13 12:14:56,148][root][INFO] - mean vote_loss: 0.272755 [2020-11-13 12:15:47,659][root][INFO] - ---- batch: 020 ---- [2020-11-13 12:15:47,665][root][INFO] - mean box_loss: 0.230392 [2020-11-13 12:15:47,665][root][INFO] - mean center_loss: 0.044503 [2020-11-13 12:15:47,665][root][INFO] - mean heading_cls_loss: 0.785930 [2020-11-13 12:15:47,665][root][INFO] - mean heading_reg_loss: 0.053703 [2020-11-13 12:15:47,666][root][INFO] - mean loss: 5.555943 [2020-11-13 12:15:47,666][root][INFO] - mean neg_ratio: 0.736444 [2020-11-13 12:15:47,666][root][INFO] - mean obj_acc: 0.939549 [2020-11-13 12:15:47,666][root][INFO] - mean objectness_loss: 0.049667 [2020-11-13 12:15:47,666][root][INFO] - mean pos_ratio: 0.138086 [2020-11-13 12:15:47,666][root][INFO] - mean sem_cls_loss: 0.282212 [2020-11-13 12:15:47,666][root][INFO] - mean size_cls_loss: 0.282728 [2020-11-13 12:15:47,666][root][INFO] - mean size_reg_loss: 0.025321 [2020-11-13 12:15:47,666][root][INFO] - mean vote_loss: 0.272148 [2020-11-13 12:16:39,058][root][INFO] - ---- batch: 030 ---- [2020-11-13 12:16:39,064][root][INFO] - mean box_loss: 0.241655 [2020-11-13 12:16:39,064][root][INFO] - mean center_loss: 0.042318 [2020-11-13 12:16:39,064][root][INFO] - mean heading_cls_loss: 0.840106 [2020-11-13 12:16:39,065][root][INFO] - mean heading_reg_loss: 0.059758 [2020-11-13 12:16:39,065][root][INFO] - mean loss: 5.882469 [2020-11-13 12:16:39,065][root][INFO] - mean neg_ratio: 0.754175 [2020-11-13 12:16:39,065][root][INFO] - mean obj_acc: 0.927810 [2020-11-13 12:16:39,065][root][INFO] - mean objectness_loss: 0.052136 [2020-11-13 12:16:39,065][root][INFO] - mean pos_ratio: 0.121497 [2020-11-13 12:16:39,065][root][INFO] - mean sem_cls_loss: 0.297907 [2020-11-13 12:16:39,065][root][INFO] - mean size_cls_loss: 0.297750 [2020-11-13 12:16:39,065][root][INFO] - mean size_reg_loss: 0.025793 [2020-11-13 12:16:39,065][root][INFO] - mean vote_loss: 0.290733 [2020-11-13 12:17:29,337][root][INFO] - ---- batch: 040 ---- [2020-11-13 12:17:29,343][root][INFO] - mean box_loss: 0.240241 [2020-11-13 12:17:29,344][root][INFO] - mean center_loss: 0.043467 [2020-11-13 12:17:29,344][root][INFO] - mean heading_cls_loss: 0.853167 [2020-11-13 12:17:29,344][root][INFO] - mean heading_reg_loss: 0.059778 [2020-11-13 12:17:29,344][root][INFO] - mean loss: 5.582537 [2020-11-13 12:17:29,344][root][INFO] - mean neg_ratio: 0.739380 [2020-11-13 12:17:29,344][root][INFO] - mean obj_acc: 0.940769 [2020-11-13 12:17:29,344][root][INFO] - mean objectness_loss: 0.055614 [2020-11-13 12:17:29,344][root][INFO] - mean pos_ratio: 0.129889 [2020-11-13 12:17:29,344][root][INFO] - mean sem_cls_loss: 0.269650 [2020-11-13 12:17:29,344][root][INFO] - mean size_cls_loss: 0.269210 [2020-11-13 12:17:29,344][root][INFO] - mean size_reg_loss: 0.024758 [2020-11-13 12:17:29,344][root][INFO] - mean vote_loss: 0.263241 [2020-11-13 12:18:20,911][root][INFO] - ---- batch: 050 ---- [2020-11-13 12:18:20,918][root][INFO] - mean box_loss: 0.248361 [2020-11-13 12:18:20,920][root][INFO] - mean center_loss: 0.040836 [2020-11-13 12:18:20,920][root][INFO] - mean heading_cls_loss: 0.918230 [2020-11-13 12:18:20,920][root][INFO] - mean heading_reg_loss: 0.060805 [2020-11-13 12:18:20,921][root][INFO] - mean loss: 5.798355 [2020-11-13 12:18:20,921][root][INFO] - mean neg_ratio: 0.742200 [2020-11-13 12:18:20,921][root][INFO] - mean obj_acc: 0.930670 [2020-11-13 12:18:20,921][root][INFO] - mean objectness_loss: 0.057787 [2020-11-13 12:18:20,921][root][INFO] - mean pos_ratio: 0.127069 [2020-11-13 12:18:20,921][root][INFO] - mean sem_cls_loss: 0.273903 [2020-11-13 12:18:20,921][root][INFO] - mean size_cls_loss: 0.274752 [2020-11-13 12:18:20,921][root][INFO] - mean size_reg_loss: 0.027422 [2020-11-13 12:18:20,921][root][INFO] - mean vote_loss: 0.275191 [2020-11-13 12:19:14,934][root][INFO] - ---- batch: 060 ---- [2020-11-13 12:19:14,959][root][INFO] - mean box_loss: 0.249889 [2020-11-13 12:19:14,961][root][INFO] - mean center_loss: 0.047092 [2020-11-13 12:19:14,961][root][INFO] - mean heading_cls_loss: 0.839732 [2020-11-13 12:19:14,961][root][INFO] - mean heading_reg_loss: 0.063798 [2020-11-13 12:19:14,961][root][INFO] - mean loss: 5.994844 [2020-11-13 12:19:14,961][root][INFO] - mean neg_ratio: 0.763470 [2020-11-13 12:19:14,961][root][INFO] - mean obj_acc: 0.933391 [2020-11-13 12:19:14,961][root][INFO] - mean objectness_loss: 0.052831 [2020-11-13 12:19:14,961][root][INFO] - mean pos_ratio: 0.113922 [2020-11-13 12:19:14,961][root][INFO] - mean sem_cls_loss: 0.286774 [2020-11-13 12:19:14,961][root][INFO] - mean size_cls_loss: 0.287488 [2020-11-13 12:19:14,961][root][INFO] - mean size_reg_loss: 0.026277 [2020-11-13 12:19:14,961][root][INFO] - mean vote_loss: 0.294502 [2020-11-13 12:20:06,725][root][INFO] - ---- batch: 070 ---- [2020-11-13 12:20:06,801][root][INFO] - mean box_loss: 0.254760 [2020-11-13 12:20:06,802][root][INFO] - mean center_loss: 0.041273 [2020-11-13 12:20:06,803][root][INFO] - mean heading_cls_loss: 0.873208 [2020-11-13 12:20:06,803][root][INFO] - mean heading_reg_loss: 0.069554 [2020-11-13 12:20:06,803][root][INFO] - mean loss: 5.885695 [2020-11-13 12:20:06,803][root][INFO] - mean neg_ratio: 0.767053 [2020-11-13 12:20:06,804][root][INFO] - mean obj_acc: 0.945108 [2020-11-13 12:20:06,804][root][INFO] - mean objectness_loss: 0.047983 [2020-11-13 12:20:06,804][root][INFO] - mean pos_ratio: 0.111584 [2020-11-13 12:20:06,804][root][INFO] - mean sem_cls_loss: 0.315651 [2020-11-13 12:20:06,804][root][INFO] - mean size_cls_loss: 0.316597 [2020-11-13 12:20:06,804][root][INFO] - mean size_reg_loss: 0.024952 [2020-11-13 12:20:06,804][root][INFO] - mean vote_loss: 0.278252 [2020-11-13 12:20:57,887][root][INFO] - ---- batch: 080 ---- [2020-11-13 12:20:57,915][root][INFO] - mean box_loss: 0.242138 [2020-11-13 12:20:57,916][root][INFO] - mean center_loss: 0.041798 [2020-11-13 12:20:57,916][root][INFO] - mean heading_cls_loss: 0.804663 [2020-11-13 12:20:57,917][root][INFO] - mean heading_reg_loss: 0.058558 [2020-11-13 12:20:57,917][root][INFO] - mean loss: 5.869832 [2020-11-13 12:20:57,917][root][INFO] - mean neg_ratio: 0.744861 [2020-11-13 12:20:57,917][root][INFO] - mean obj_acc: 0.933781 [2020-11-13 12:20:57,917][root][INFO] - mean objectness_loss: 0.057432 [2020-11-13 12:20:57,918][root][INFO] - mean pos_ratio: 0.124182 [2020-11-13 12:20:57,918][root][INFO] - mean sem_cls_loss: 0.314480 [2020-11-13 12:20:57,918][root][INFO] - mean size_cls_loss: 0.314865 [2020-11-13 12:20:57,918][root][INFO] - mean size_reg_loss: 0.029828 [2020-11-13 12:20:57,918][root][INFO] - mean vote_loss: 0.284682 [2020-11-13 12:21:11,498][root][INFO] - **** EPOCH 064 **** [2020-11-13 12:21:11,509][root][INFO] - Current learning rate: 0.001000 [2020-11-13 12:21:11,509][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 12:21:11,509][root][INFO] - 2020-11-13 12:21:11.509204 [2020-11-13 12:22:15,686][root][INFO] - ---- batch: 010 ---- [2020-11-13 12:22:15,693][root][INFO] - mean box_loss: 0.244955 [2020-11-13 12:22:15,693][root][INFO] - mean center_loss: 0.046612 [2020-11-13 12:22:15,693][root][INFO] - mean heading_cls_loss: 0.862299 [2020-11-13 12:22:15,693][root][INFO] - mean heading_reg_loss: 0.056855 [2020-11-13 12:22:15,693][root][INFO] - mean loss: 5.749204 [2020-11-13 12:22:15,693][root][INFO] - mean neg_ratio: 0.736768 [2020-11-13 12:22:15,693][root][INFO] - mean obj_acc: 0.932738 [2020-11-13 12:22:15,693][root][INFO] - mean objectness_loss: 0.054914 [2020-11-13 12:22:15,693][root][INFO] - mean pos_ratio: 0.130859 [2020-11-13 12:22:15,693][root][INFO] - mean sem_cls_loss: 0.298358 [2020-11-13 12:22:15,694][root][INFO] - mean size_cls_loss: 0.297893 [2020-11-13 12:22:15,694][root][INFO] - mean size_reg_loss: 0.025469 [2020-11-13 12:22:15,694][root][INFO] - mean vote_loss: 0.272672 [2020-11-13 12:23:08,154][root][INFO] - ---- batch: 020 ---- [2020-11-13 12:23:08,279][root][INFO] - mean box_loss: 0.220913 [2020-11-13 12:23:08,280][root][INFO] - mean center_loss: 0.043763 [2020-11-13 12:23:08,280][root][INFO] - mean heading_cls_loss: 0.746800 [2020-11-13 12:23:08,280][root][INFO] - mean heading_reg_loss: 0.048807 [2020-11-13 12:23:08,280][root][INFO] - mean loss: 5.515940 [2020-11-13 12:23:08,280][root][INFO] - mean neg_ratio: 0.734857 [2020-11-13 12:23:08,280][root][INFO] - mean obj_acc: 0.940796 [2020-11-13 12:23:08,280][root][INFO] - mean objectness_loss: 0.048522 [2020-11-13 12:23:08,280][root][INFO] - mean pos_ratio: 0.133832 [2020-11-13 12:23:08,280][root][INFO] - mean sem_cls_loss: 0.269252 [2020-11-13 12:23:08,280][root][INFO] - mean size_cls_loss: 0.269479 [2020-11-13 12:23:08,280][root][INFO] - mean size_reg_loss: 0.026716 [2020-11-13 12:23:08,280][root][INFO] - mean vote_loss: 0.279495 [2020-11-13 12:24:00,052][root][INFO] - ---- batch: 030 ---- [2020-11-13 12:24:00,094][root][INFO] - mean box_loss: 0.238493 [2020-11-13 12:24:00,094][root][INFO] - mean center_loss: 0.051986 [2020-11-13 12:24:00,094][root][INFO] - mean heading_cls_loss: 0.801774 [2020-11-13 12:24:00,094][root][INFO] - mean heading_reg_loss: 0.051961 [2020-11-13 12:24:00,094][root][INFO] - mean loss: 5.537102 [2020-11-13 12:24:00,094][root][INFO] - mean neg_ratio: 0.725793 [2020-11-13 12:24:00,094][root][INFO] - mean obj_acc: 0.943556 [2020-11-13 12:24:00,094][root][INFO] - mean objectness_loss: 0.050590 [2020-11-13 12:24:00,094][root][INFO] - mean pos_ratio: 0.135651 [2020-11-13 12:24:00,094][root][INFO] - mean sem_cls_loss: 0.280546 [2020-11-13 12:24:00,094][root][INFO] - mean size_cls_loss: 0.281912 [2020-11-13 12:24:00,094][root][INFO] - mean size_reg_loss: 0.026177 [2020-11-13 12:24:00,095][root][INFO] - mean vote_loss: 0.261868 [2020-11-13 12:24:53,174][root][INFO] - ---- batch: 040 ---- [2020-11-13 12:24:53,181][root][INFO] - mean box_loss: 0.231044 [2020-11-13 12:24:53,181][root][INFO] - mean center_loss: 0.036046 [2020-11-13 12:24:53,181][root][INFO] - mean heading_cls_loss: 0.835548 [2020-11-13 12:24:53,181][root][INFO] - mean heading_reg_loss: 0.053804 [2020-11-13 12:24:53,181][root][INFO] - mean loss: 5.580972 [2020-11-13 12:24:53,181][root][INFO] - mean neg_ratio: 0.730225 [2020-11-13 12:24:53,181][root][INFO] - mean obj_acc: 0.931704 [2020-11-13 12:24:53,181][root][INFO] - mean objectness_loss: 0.057781 [2020-11-13 12:24:53,181][root][INFO] - mean pos_ratio: 0.135406 [2020-11-13 12:24:53,181][root][INFO] - mean sem_cls_loss: 0.324401 [2020-11-13 12:24:53,181][root][INFO] - mean size_cls_loss: 0.324215 [2020-11-13 12:24:53,181][root][INFO] - mean size_reg_loss: 0.025218 [2020-11-13 12:24:53,181][root][INFO] - mean vote_loss: 0.265722 [2020-11-13 12:25:45,237][root][INFO] - ---- batch: 050 ---- [2020-11-13 12:25:45,286][root][INFO] - mean box_loss: 0.239310 [2020-11-13 12:25:45,286][root][INFO] - mean center_loss: 0.045602 [2020-11-13 12:25:45,286][root][INFO] - mean heading_cls_loss: 0.856672 [2020-11-13 12:25:45,286][root][INFO] - mean heading_reg_loss: 0.050761 [2020-11-13 12:25:45,286][root][INFO] - mean loss: 5.776347 [2020-11-13 12:25:45,287][root][INFO] - mean neg_ratio: 0.731384 [2020-11-13 12:25:45,287][root][INFO] - mean obj_acc: 0.929259 [2020-11-13 12:25:45,287][root][INFO] - mean objectness_loss: 0.056157 [2020-11-13 12:25:45,287][root][INFO] - mean pos_ratio: 0.131580 [2020-11-13 12:25:45,287][root][INFO] - mean sem_cls_loss: 0.301551 [2020-11-13 12:25:45,287][root][INFO] - mean size_cls_loss: 0.301078 [2020-11-13 12:25:45,287][root][INFO] - mean size_reg_loss: 0.027172 [2020-11-13 12:25:45,287][root][INFO] - mean vote_loss: 0.280091 [2020-11-13 12:26:37,766][root][INFO] - ---- batch: 060 ---- [2020-11-13 12:26:37,771][root][INFO] - mean box_loss: 0.242958 [2020-11-13 12:26:37,774][root][INFO] - mean center_loss: 0.049192 [2020-11-13 12:26:37,775][root][INFO] - mean heading_cls_loss: 0.776243 [2020-11-13 12:26:37,776][root][INFO] - mean heading_reg_loss: 0.058017 [2020-11-13 12:26:37,777][root][INFO] - mean loss: 5.652714 [2020-11-13 12:26:37,777][root][INFO] - mean neg_ratio: 0.732751 [2020-11-13 12:26:37,777][root][INFO] - mean obj_acc: 0.934924 [2020-11-13 12:26:37,777][root][INFO] - mean objectness_loss: 0.053871 [2020-11-13 12:26:37,777][root][INFO] - mean pos_ratio: 0.133801 [2020-11-13 12:26:37,777][root][INFO] - mean sem_cls_loss: 0.313779 [2020-11-13 12:26:37,777][root][INFO] - mean size_cls_loss: 0.313798 [2020-11-13 12:26:37,777][root][INFO] - mean size_reg_loss: 0.026744 [2020-11-13 12:26:37,777][root][INFO] - mean vote_loss: 0.264000 [2020-11-13 12:27:28,719][root][INFO] - ---- batch: 070 ---- [2020-11-13 12:27:29,360][root][INFO] - mean box_loss: 0.225415 [2020-11-13 12:27:29,361][root][INFO] - mean center_loss: 0.039726 [2020-11-13 12:27:29,361][root][INFO] - mean heading_cls_loss: 0.832347 [2020-11-13 12:27:29,361][root][INFO] - mean heading_reg_loss: 0.050414 [2020-11-13 12:27:29,361][root][INFO] - mean loss: 5.373258 [2020-11-13 12:27:29,361][root][INFO] - mean neg_ratio: 0.706952 [2020-11-13 12:27:29,362][root][INFO] - mean obj_acc: 0.944695 [2020-11-13 12:27:29,362][root][INFO] - mean objectness_loss: 0.052322 [2020-11-13 12:27:29,362][root][INFO] - mean pos_ratio: 0.150006 [2020-11-13 12:27:29,362][root][INFO] - mean sem_cls_loss: 0.276790 [2020-11-13 12:27:29,362][root][INFO] - mean size_cls_loss: 0.277097 [2020-11-13 12:27:29,362][root][INFO] - mean size_reg_loss: 0.024330 [2020-11-13 12:27:29,362][root][INFO] - mean vote_loss: 0.258071 [2020-11-13 12:28:18,524][root][INFO] - ---- batch: 080 ---- [2020-11-13 12:28:18,531][root][INFO] - mean box_loss: 0.233021 [2020-11-13 12:28:18,531][root][INFO] - mean center_loss: 0.041421 [2020-11-13 12:28:18,532][root][INFO] - mean heading_cls_loss: 0.842578 [2020-11-13 12:28:18,532][root][INFO] - mean heading_reg_loss: 0.055819 [2020-11-13 12:28:18,532][root][INFO] - mean loss: 5.614006 [2020-11-13 12:28:18,532][root][INFO] - mean neg_ratio: 0.737665 [2020-11-13 12:28:18,533][root][INFO] - mean obj_acc: 0.919769 [2020-11-13 12:28:18,533][root][INFO] - mean objectness_loss: 0.057284 [2020-11-13 12:28:18,533][root][INFO] - mean pos_ratio: 0.136499 [2020-11-13 12:28:18,533][root][INFO] - mean sem_cls_loss: 0.287763 [2020-11-13 12:28:18,533][root][INFO] - mean size_cls_loss: 0.288541 [2020-11-13 12:28:18,533][root][INFO] - mean size_reg_loss: 0.022669 [2020-11-13 12:28:18,533][root][INFO] - mean vote_loss: 0.270961 [2020-11-13 12:28:31,617][root][INFO] - Eval batch: 0 [2020-11-13 12:28:33,437][root][INFO] - Eval batch: 10 [2020-11-13 12:28:35,761][root][INFO] - Eval batch: 20 [2020-11-13 12:28:38,410][root][INFO] - Eval batch: 30 [2020-11-13 12:28:40,373][root][INFO] - Eval batch: 40 [2020-11-13 12:28:42,719][root][INFO] - Eval batch: 50 [2020-11-13 12:28:48,108][root][INFO] - Eval batch: 60 [2020-11-13 12:28:49,996][root][INFO] - Eval batch: 70 [2020-11-13 12:28:51,830][root][INFO] - Eval batch: 80 [2020-11-13 12:28:53,719][root][INFO] - Eval batch: 90 [2020-11-13 12:28:56,696][root][INFO] - Eval batch: 100 [2020-11-13 12:29:00,624][root][INFO] - Eval batch: 110 [2020-11-13 12:29:03,351][root][INFO] - Eval batch: 120 [2020-11-13 12:29:06,032][root][INFO] - 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Eval batch: 4990 [2020-11-13 12:49:11,044][root][INFO] - Eval batch: 5000 [2020-11-13 12:49:12,840][root][INFO] - Eval batch: 5010 [2020-11-13 12:49:14,717][root][INFO] - Eval batch: 5020 [2020-11-13 12:49:16,630][root][INFO] - Eval batch: 5030 [2020-11-13 12:49:18,469][root][INFO] - Eval batch: 5040 [2020-11-13 12:49:20,483][root][INFO] - eval mean box_loss: 0.244433 [2020-11-13 12:49:20,484][root][INFO] - eval mean center_loss: 0.042924 [2020-11-13 12:49:20,485][root][INFO] - eval mean heading_cls_loss: 0.807161 [2020-11-13 12:49:20,485][root][INFO] - eval mean heading_reg_loss: 0.048198 [2020-11-13 12:49:20,485][root][INFO] - eval mean loss: 5.918355 [2020-11-13 12:49:20,486][root][INFO] - eval mean neg_ratio: 0.707468 [2020-11-13 12:49:20,486][root][INFO] - eval mean obj_acc: 0.923511 [2020-11-13 12:49:20,487][root][INFO] - eval mean objectness_loss: 0.092413 [2020-11-13 12:49:20,487][root][INFO] - eval mean pos_ratio: 0.146024 [2020-11-13 12:49:20,488][root][INFO] - eval mean sem_cls_loss: 0.476766 [2020-11-13 12:49:20,488][root][INFO] - eval mean size_cls_loss: 0.476179 [2020-11-13 12:49:20,488][root][INFO] - eval mean size_reg_loss: 0.024977 [2020-11-13 12:49:20,489][root][INFO] - eval mean vote_loss: 0.253519 [2020-11-13 12:50:22,370][root][INFO] - eval bed Average Precision: 0.445749 [2020-11-13 12:50:22,372][root][INFO] - eval table Average Precision: 0.141218 [2020-11-13 12:50:22,372][root][INFO] - eval sofa Average Precision: 0.437817 [2020-11-13 12:50:22,372][root][INFO] - eval chair Average Precision: 0.461799 [2020-11-13 12:50:22,372][root][INFO] - eval toilet Average Precision: 0.491392 [2020-11-13 12:50:22,372][root][INFO] - eval desk Average Precision: 0.038221 [2020-11-13 12:50:22,372][root][INFO] - eval dresser Average Precision: 0.070297 [2020-11-13 12:50:22,372][root][INFO] - eval night_stand Average Precision: 0.215395 [2020-11-13 12:50:22,372][root][INFO] - eval bookshelf Average Precision: 0.031441 [2020-11-13 12:50:22,373][root][INFO] - eval bathtub Average Precision: 0.269886 [2020-11-13 12:50:22,373][root][INFO] - eval mAP: 0.260322 [2020-11-13 12:50:22,373][root][INFO] - eval bed Recall: 0.613260 [2020-11-13 12:50:22,373][root][INFO] - eval table Recall: 0.352965 [2020-11-13 12:50:22,373][root][INFO] - eval sofa Recall: 0.594679 [2020-11-13 12:50:22,373][root][INFO] - eval chair Recall: 0.596838 [2020-11-13 12:50:22,373][root][INFO] - eval toilet Recall: 0.609272 [2020-11-13 12:50:22,373][root][INFO] - eval desk Recall: 0.262666 [2020-11-13 12:50:22,373][root][INFO] - eval dresser Recall: 0.333333 [2020-11-13 12:50:22,373][root][INFO] - eval night_stand Recall: 0.444882 [2020-11-13 12:50:22,373][root][INFO] - eval bookshelf Recall: 0.147157 [2020-11-13 12:50:22,373][root][INFO] - eval bathtub Recall: 0.442308 [2020-11-13 12:50:22,373][root][INFO] - eval AR: 0.439736 [2020-11-13 12:50:22,374][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 12:50:25,962][root][INFO] - **** EPOCH 065 **** [2020-11-13 12:50:25,978][root][INFO] - Current learning rate: 0.001000 [2020-11-13 12:50:25,978][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 12:50:25,980][root][INFO] - 2020-11-13 12:50:25.980948 [2020-11-13 12:51:29,715][root][INFO] - ---- batch: 010 ---- [2020-11-13 12:51:30,005][root][INFO] - mean box_loss: 0.240743 [2020-11-13 12:51:30,006][root][INFO] - mean center_loss: 0.045707 [2020-11-13 12:51:30,006][root][INFO] - mean heading_cls_loss: 0.824773 [2020-11-13 12:51:30,006][root][INFO] - mean heading_reg_loss: 0.058488 [2020-11-13 12:51:30,006][root][INFO] - mean loss: 5.612822 [2020-11-13 12:51:30,006][root][INFO] - mean neg_ratio: 0.742755 [2020-11-13 12:51:30,006][root][INFO] - mean obj_acc: 0.933503 [2020-11-13 12:51:30,006][root][INFO] - mean objectness_loss: 0.050711 [2020-11-13 12:51:30,006][root][INFO] - mean pos_ratio: 0.129480 [2020-11-13 12:51:30,006][root][INFO] - mean sem_cls_loss: 0.287023 [2020-11-13 12:51:30,006][root][INFO] - mean size_cls_loss: 0.286210 [2020-11-13 12:51:30,006][root][INFO] - mean size_reg_loss: 0.025449 [2020-11-13 12:51:30,006][root][INFO] - mean vote_loss: 0.266482 [2020-11-13 12:52:23,202][root][INFO] - ---- batch: 020 ---- [2020-11-13 12:52:23,433][root][INFO] - mean box_loss: 0.251051 [2020-11-13 12:52:23,433][root][INFO] - mean center_loss: 0.046439 [2020-11-13 12:52:23,433][root][INFO] - mean heading_cls_loss: 0.862312 [2020-11-13 12:52:23,433][root][INFO] - mean heading_reg_loss: 0.057810 [2020-11-13 12:52:23,433][root][INFO] - mean loss: 5.886194 [2020-11-13 12:52:23,433][root][INFO] - mean neg_ratio: 0.736786 [2020-11-13 12:52:23,433][root][INFO] - mean obj_acc: 0.939725 [2020-11-13 12:52:23,433][root][INFO] - mean objectness_loss: 0.049621 [2020-11-13 12:52:23,433][root][INFO] - mean pos_ratio: 0.131879 [2020-11-13 12:52:23,433][root][INFO] - mean sem_cls_loss: 0.342289 [2020-11-13 12:52:23,433][root][INFO] - mean size_cls_loss: 0.342996 [2020-11-13 12:52:23,433][root][INFO] - mean size_reg_loss: 0.026271 [2020-11-13 12:52:23,433][root][INFO] - mean vote_loss: 0.278529 [2020-11-13 12:53:16,978][root][INFO] - ---- batch: 030 ---- [2020-11-13 12:53:16,995][root][INFO] - mean box_loss: 0.219404 [2020-11-13 12:53:16,995][root][INFO] - mean center_loss: 0.038523 [2020-11-13 12:53:16,996][root][INFO] - mean heading_cls_loss: 0.774988 [2020-11-13 12:53:16,996][root][INFO] - mean heading_reg_loss: 0.049376 [2020-11-13 12:53:16,996][root][INFO] - mean loss: 5.274364 [2020-11-13 12:53:16,996][root][INFO] - mean neg_ratio: 0.732367 [2020-11-13 12:53:16,996][root][INFO] - mean obj_acc: 0.946890 [2020-11-13 12:53:16,996][root][INFO] - mean objectness_loss: 0.049090 [2020-11-13 12:53:16,996][root][INFO] - mean pos_ratio: 0.133813 [2020-11-13 12:53:16,996][root][INFO] - mean sem_cls_loss: 0.287366 [2020-11-13 12:53:16,996][root][INFO] - mean size_cls_loss: 0.287198 [2020-11-13 12:53:16,996][root][INFO] - mean size_reg_loss: 0.025287 [2020-11-13 12:53:16,996][root][INFO] - mean vote_loss: 0.254750 [2020-11-13 12:54:11,824][root][INFO] - ---- batch: 040 ---- [2020-11-13 12:54:12,082][root][INFO] - mean box_loss: 0.233264 [2020-11-13 12:54:12,083][root][INFO] - mean center_loss: 0.041395 [2020-11-13 12:54:12,083][root][INFO] - mean heading_cls_loss: 0.800343 [2020-11-13 12:54:12,083][root][INFO] - mean heading_reg_loss: 0.056969 [2020-11-13 12:54:12,083][root][INFO] - mean loss: 5.635111 [2020-11-13 12:54:12,083][root][INFO] - mean neg_ratio: 0.722589 [2020-11-13 12:54:12,083][root][INFO] - mean obj_acc: 0.941947 [2020-11-13 12:54:12,083][root][INFO] - mean objectness_loss: 0.049567 [2020-11-13 12:54:12,083][root][INFO] - mean pos_ratio: 0.143927 [2020-11-13 12:54:12,083][root][INFO] - mean sem_cls_loss: 0.282622 [2020-11-13 12:54:12,083][root][INFO] - mean size_cls_loss: 0.282534 [2020-11-13 12:54:12,083][root][INFO] - mean size_reg_loss: 0.026612 [2020-11-13 12:54:12,083][root][INFO] - mean vote_loss: 0.277201 [2020-11-13 12:55:04,476][root][INFO] - ---- batch: 050 ---- [2020-11-13 12:55:04,657][root][INFO] - mean box_loss: 0.236106 [2020-11-13 12:55:04,661][root][INFO] - mean center_loss: 0.046605 [2020-11-13 12:55:04,661][root][INFO] - mean heading_cls_loss: 0.825655 [2020-11-13 12:55:04,661][root][INFO] - mean heading_reg_loss: 0.060104 [2020-11-13 12:55:04,661][root][INFO] - mean loss: 5.340055 [2020-11-13 12:55:04,661][root][INFO] - mean neg_ratio: 0.751483 [2020-11-13 12:55:04,661][root][INFO] - mean obj_acc: 0.932108 [2020-11-13 12:55:04,661][root][INFO] - mean objectness_loss: 0.051486 [2020-11-13 12:55:04,661][root][INFO] - mean pos_ratio: 0.131134 [2020-11-13 12:55:04,661][root][INFO] - mean sem_cls_loss: 0.223127 [2020-11-13 12:55:04,661][root][INFO] - mean size_cls_loss: 0.222669 [2020-11-13 12:55:04,661][root][INFO] - mean size_reg_loss: 0.024564 [2020-11-13 12:55:04,661][root][INFO] - mean vote_loss: 0.249843 [2020-11-13 12:55:58,449][root][INFO] - ---- batch: 060 ---- [2020-11-13 12:55:58,642][root][INFO] - mean box_loss: 0.219513 [2020-11-13 12:55:58,643][root][INFO] - mean center_loss: 0.040897 [2020-11-13 12:55:58,643][root][INFO] - mean heading_cls_loss: 0.782195 [2020-11-13 12:55:58,643][root][INFO] - mean heading_reg_loss: 0.048988 [2020-11-13 12:55:58,643][root][INFO] - mean loss: 5.363734 [2020-11-13 12:55:58,643][root][INFO] - mean neg_ratio: 0.731549 [2020-11-13 12:55:58,643][root][INFO] - mean obj_acc: 0.939229 [2020-11-13 12:55:58,644][root][INFO] - mean objectness_loss: 0.054722 [2020-11-13 12:55:58,644][root][INFO] - mean pos_ratio: 0.134076 [2020-11-13 12:55:58,644][root][INFO] - mean sem_cls_loss: 0.270483 [2020-11-13 12:55:58,644][root][INFO] - mean size_cls_loss: 0.269981 [2020-11-13 12:55:58,644][root][INFO] - mean size_reg_loss: 0.024410 [2020-11-13 12:55:58,644][root][INFO] - mean vote_loss: 0.262451 [2020-11-13 12:56:50,299][root][INFO] - ---- batch: 070 ---- [2020-11-13 12:57:03,307][root][INFO] - mean box_loss: 0.235647 [2020-11-13 12:57:03,312][root][INFO] - mean center_loss: 0.048465 [2020-11-13 12:57:03,314][root][INFO] - mean heading_cls_loss: 0.808440 [2020-11-13 12:57:03,314][root][INFO] - mean heading_reg_loss: 0.052707 [2020-11-13 12:57:03,314][root][INFO] - mean loss: 5.722366 [2020-11-13 12:57:03,314][root][INFO] - mean neg_ratio: 0.740045 [2020-11-13 12:57:03,314][root][INFO] - mean obj_acc: 0.928721 [2020-11-13 12:57:03,314][root][INFO] - mean objectness_loss: 0.055327 [2020-11-13 12:57:03,314][root][INFO] - mean pos_ratio: 0.133026 [2020-11-13 12:57:03,314][root][INFO] - mean sem_cls_loss: 0.269818 [2020-11-13 12:57:03,314][root][INFO] - mean size_cls_loss: 0.270087 [2020-11-13 12:57:03,314][root][INFO] - mean size_reg_loss: 0.026623 [2020-11-13 12:57:03,314][root][INFO] - mean vote_loss: 0.281944 [2020-11-13 12:57:59,841][root][INFO] - ---- batch: 080 ---- [2020-11-13 12:58:04,144][root][INFO] - mean box_loss: 0.246085 [2020-11-13 12:58:04,145][root][INFO] - mean center_loss: 0.050108 [2020-11-13 12:58:04,145][root][INFO] - mean heading_cls_loss: 0.833905 [2020-11-13 12:58:04,146][root][INFO] - mean heading_reg_loss: 0.058542 [2020-11-13 12:58:04,146][root][INFO] - mean loss: 5.817741 [2020-11-13 12:58:04,146][root][INFO] - mean neg_ratio: 0.746387 [2020-11-13 12:58:04,146][root][INFO] - mean obj_acc: 0.930563 [2020-11-13 12:58:04,146][root][INFO] - mean objectness_loss: 0.053554 [2020-11-13 12:58:04,146][root][INFO] - mean pos_ratio: 0.129047 [2020-11-13 12:58:04,146][root][INFO] - mean sem_cls_loss: 0.282710 [2020-11-13 12:58:04,146][root][INFO] - mean size_cls_loss: 0.282539 [2020-11-13 12:58:04,146][root][INFO] - mean size_reg_loss: 0.025791 [2020-11-13 12:58:04,146][root][INFO] - mean vote_loss: 0.280641 [2020-11-13 13:08:11,193][root][INFO] - **** EPOCH 066 **** [2020-11-13 13:08:11,199][root][INFO] - Current learning rate: 0.001000 [2020-11-13 13:08:11,199][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 13:08:11,199][root][INFO] - 2020-11-13 13:08:11.199541 [2020-11-13 13:09:12,448][root][INFO] - ---- batch: 010 ---- [2020-11-13 13:09:12,493][root][INFO] - mean box_loss: 0.240996 [2020-11-13 13:09:12,493][root][INFO] - mean center_loss: 0.042399 [2020-11-13 13:09:12,493][root][INFO] - mean heading_cls_loss: 0.860807 [2020-11-13 13:09:12,493][root][INFO] - mean heading_reg_loss: 0.059952 [2020-11-13 13:09:12,493][root][INFO] - mean loss: 5.529700 [2020-11-13 13:09:12,493][root][INFO] - mean neg_ratio: 0.730658 [2020-11-13 13:09:12,493][root][INFO] - mean obj_acc: 0.944761 [2020-11-13 13:09:12,493][root][INFO] - mean objectness_loss: 0.049496 [2020-11-13 13:09:12,493][root][INFO] - mean pos_ratio: 0.141034 [2020-11-13 13:09:12,493][root][INFO] - mean sem_cls_loss: 0.276665 [2020-11-13 13:09:12,493][root][INFO] - mean size_cls_loss: 0.277810 [2020-11-13 13:09:12,493][root][INFO] - mean size_reg_loss: 0.024783 [2020-11-13 13:09:12,493][root][INFO] - mean vote_loss: 0.259559 [2020-11-13 13:10:05,491][root][INFO] - ---- batch: 020 ---- [2020-11-13 13:10:05,786][root][INFO] - mean box_loss: 0.235070 [2020-11-13 13:10:05,787][root][INFO] - mean center_loss: 0.042253 [2020-11-13 13:10:05,787][root][INFO] - mean heading_cls_loss: 0.827911 [2020-11-13 13:10:05,787][root][INFO] - mean heading_reg_loss: 0.056280 [2020-11-13 13:10:05,787][root][INFO] - mean loss: 5.422126 [2020-11-13 13:10:05,787][root][INFO] - mean neg_ratio: 0.737341 [2020-11-13 13:10:05,787][root][INFO] - mean obj_acc: 0.943083 [2020-11-13 13:10:05,787][root][INFO] - mean objectness_loss: 0.046790 [2020-11-13 13:10:05,787][root][INFO] - mean pos_ratio: 0.135144 [2020-11-13 13:10:05,787][root][INFO] - mean sem_cls_loss: 0.297500 [2020-11-13 13:10:05,787][root][INFO] - mean size_cls_loss: 0.297406 [2020-11-13 13:10:05,787][root][INFO] - mean size_reg_loss: 0.024005 [2020-11-13 13:10:05,787][root][INFO] - mean vote_loss: 0.253997 [2020-11-13 13:11:00,771][root][INFO] - ---- batch: 030 ---- [2020-11-13 13:11:00,851][root][INFO] - mean box_loss: 0.249479 [2020-11-13 13:11:00,851][root][INFO] - mean center_loss: 0.052090 [2020-11-13 13:11:00,852][root][INFO] - mean heading_cls_loss: 0.837320 [2020-11-13 13:11:00,852][root][INFO] - mean heading_reg_loss: 0.059611 [2020-11-13 13:11:00,852][root][INFO] - mean loss: 5.771207 [2020-11-13 13:11:00,852][root][INFO] - mean neg_ratio: 0.751923 [2020-11-13 13:11:00,852][root][INFO] - mean obj_acc: 0.934700 [2020-11-13 13:11:00,852][root][INFO] - mean objectness_loss: 0.050226 [2020-11-13 13:11:00,852][root][INFO] - mean pos_ratio: 0.124359 [2020-11-13 13:11:00,852][root][INFO] - mean sem_cls_loss: 0.288569 [2020-11-13 13:11:00,852][root][INFO] - mean size_cls_loss: 0.288910 [2020-11-13 13:11:00,852][root][INFO] - mean size_reg_loss: 0.025154 [2020-11-13 13:11:00,852][root][INFO] - mean vote_loss: 0.273672 [2020-11-13 13:11:52,405][root][INFO] - ---- batch: 040 ---- [2020-11-13 13:11:52,523][root][INFO] - mean box_loss: 0.241758 [2020-11-13 13:11:52,523][root][INFO] - mean center_loss: 0.042224 [2020-11-13 13:11:52,523][root][INFO] - mean heading_cls_loss: 0.889847 [2020-11-13 13:11:52,523][root][INFO] - mean heading_reg_loss: 0.055509 [2020-11-13 13:11:52,523][root][INFO] - mean loss: 5.684250 [2020-11-13 13:11:52,523][root][INFO] - mean neg_ratio: 0.737622 [2020-11-13 13:11:52,523][root][INFO] - mean obj_acc: 0.938474 [2020-11-13 13:11:52,523][root][INFO] - mean objectness_loss: 0.051700 [2020-11-13 13:11:52,523][root][INFO] - mean pos_ratio: 0.130243 [2020-11-13 13:11:52,523][root][INFO] - mean sem_cls_loss: 0.298873 [2020-11-13 13:11:52,524][root][INFO] - mean size_cls_loss: 0.299552 [2020-11-13 13:11:52,524][root][INFO] - mean size_reg_loss: 0.025086 [2020-11-13 13:11:52,524][root][INFO] - mean vote_loss: 0.270929 [2020-11-13 13:12:44,334][root][INFO] - ---- batch: 050 ---- [2020-11-13 13:12:44,566][root][INFO] - mean box_loss: 0.242060 [2020-11-13 13:12:44,566][root][INFO] - mean center_loss: 0.043718 [2020-11-13 13:12:44,566][root][INFO] - mean heading_cls_loss: 0.801705 [2020-11-13 13:12:44,566][root][INFO] - mean heading_reg_loss: 0.057809 [2020-11-13 13:12:44,566][root][INFO] - mean loss: 5.786740 [2020-11-13 13:12:44,566][root][INFO] - mean neg_ratio: 0.721704 [2020-11-13 13:12:44,566][root][INFO] - mean obj_acc: 0.939500 [2020-11-13 13:12:44,566][root][INFO] - mean objectness_loss: 0.058804 [2020-11-13 13:12:44,566][root][INFO] - mean pos_ratio: 0.140094 [2020-11-13 13:12:44,566][root][INFO] - mean sem_cls_loss: 0.351576 [2020-11-13 13:12:44,566][root][INFO] - mean size_cls_loss: 0.351981 [2020-11-13 13:12:44,566][root][INFO] - mean size_reg_loss: 0.025165 [2020-11-13 13:12:44,566][root][INFO] - mean vote_loss: 0.272054 [2020-11-13 13:13:35,659][root][INFO] - ---- batch: 060 ---- [2020-11-13 13:13:35,722][root][INFO] - mean box_loss: 0.223567 [2020-11-13 13:13:35,723][root][INFO] - mean center_loss: 0.038993 [2020-11-13 13:13:35,723][root][INFO] - mean heading_cls_loss: 0.817339 [2020-11-13 13:13:35,723][root][INFO] - mean heading_reg_loss: 0.047746 [2020-11-13 13:13:35,723][root][INFO] - mean loss: 5.498824 [2020-11-13 13:13:35,723][root][INFO] - mean neg_ratio: 0.749371 [2020-11-13 13:13:35,723][root][INFO] - mean obj_acc: 0.931069 [2020-11-13 13:13:35,723][root][INFO] - mean objectness_loss: 0.050150 [2020-11-13 13:13:35,723][root][INFO] - mean pos_ratio: 0.127124 [2020-11-13 13:13:35,723][root][INFO] - mean sem_cls_loss: 0.294848 [2020-11-13 13:13:35,723][root][INFO] - mean size_cls_loss: 0.294536 [2020-11-13 13:13:35,723][root][INFO] - mean size_reg_loss: 0.025641 [2020-11-13 13:13:35,723][root][INFO] - mean vote_loss: 0.271755 [2020-11-13 13:14:26,111][root][INFO] - ---- batch: 070 ---- [2020-11-13 13:14:26,129][root][INFO] - mean box_loss: 0.251708 [2020-11-13 13:14:26,130][root][INFO] - mean center_loss: 0.046075 [2020-11-13 13:14:26,130][root][INFO] - mean heading_cls_loss: 0.943593 [2020-11-13 13:14:26,131][root][INFO] - mean heading_reg_loss: 0.053731 [2020-11-13 13:14:26,131][root][INFO] - mean loss: 5.907547 [2020-11-13 13:14:26,131][root][INFO] - mean neg_ratio: 0.743713 [2020-11-13 13:14:26,131][root][INFO] - mean obj_acc: 0.939129 [2020-11-13 13:14:26,131][root][INFO] - mean objectness_loss: 0.052011 [2020-11-13 13:14:26,131][root][INFO] - mean pos_ratio: 0.130475 [2020-11-13 13:14:26,131][root][INFO] - mean sem_cls_loss: 0.298738 [2020-11-13 13:14:26,131][root][INFO] - mean size_cls_loss: 0.298544 [2020-11-13 13:14:26,131][root][INFO] - mean size_reg_loss: 0.027688 [2020-11-13 13:14:26,131][root][INFO] - mean vote_loss: 0.283168 [2020-11-13 13:15:18,546][root][INFO] - ---- batch: 080 ---- [2020-11-13 13:15:18,559][root][INFO] - mean box_loss: 0.244955 [2020-11-13 13:15:18,560][root][INFO] - mean center_loss: 0.049171 [2020-11-13 13:15:18,561][root][INFO] - mean heading_cls_loss: 0.787596 [2020-11-13 13:15:18,561][root][INFO] - mean heading_reg_loss: 0.058210 [2020-11-13 13:15:18,562][root][INFO] - mean loss: 5.862342 [2020-11-13 13:15:18,562][root][INFO] - mean neg_ratio: 0.743573 [2020-11-13 13:15:18,562][root][INFO] - mean obj_acc: 0.932828 [2020-11-13 13:15:18,562][root][INFO] - mean objectness_loss: 0.058517 [2020-11-13 13:15:18,562][root][INFO] - mean pos_ratio: 0.128558 [2020-11-13 13:15:18,562][root][INFO] - mean sem_cls_loss: 0.314520 [2020-11-13 13:15:18,562][root][INFO] - mean size_cls_loss: 0.313902 [2020-11-13 13:15:18,562][root][INFO] - mean size_reg_loss: 0.027424 [2020-11-13 13:15:18,562][root][INFO] - mean vote_loss: 0.280568 [2020-11-13 13:15:41,385][root][INFO] - **** EPOCH 067 **** [2020-11-13 13:15:41,393][root][INFO] - Current learning rate: 0.001000 [2020-11-13 13:15:41,393][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 13:15:41,398][root][INFO] - 2020-11-13 13:15:41.398825 [2020-11-13 13:16:45,637][root][INFO] - ---- batch: 010 ---- [2020-11-13 13:16:45,723][root][INFO] - mean box_loss: 0.238733 [2020-11-13 13:16:45,724][root][INFO] - mean center_loss: 0.047395 [2020-11-13 13:16:45,724][root][INFO] - mean heading_cls_loss: 0.847963 [2020-11-13 13:16:45,724][root][INFO] - mean heading_reg_loss: 0.054700 [2020-11-13 13:16:45,724][root][INFO] - mean loss: 5.698528 [2020-11-13 13:16:45,724][root][INFO] - mean neg_ratio: 0.727533 [2020-11-13 13:16:45,724][root][INFO] - mean obj_acc: 0.932753 [2020-11-13 13:16:45,724][root][INFO] - mean objectness_loss: 0.054640 [2020-11-13 13:16:45,724][root][INFO] - mean pos_ratio: 0.132318 [2020-11-13 13:16:45,724][root][INFO] - mean sem_cls_loss: 0.278215 [2020-11-13 13:16:45,724][root][INFO] - mean size_cls_loss: 0.277881 [2020-11-13 13:16:45,724][root][INFO] - mean size_reg_loss: 0.024054 [2020-11-13 13:16:45,724][root][INFO] - mean vote_loss: 0.275978 [2020-11-13 13:17:37,537][root][INFO] - ---- batch: 020 ---- [2020-11-13 13:17:37,548][root][INFO] - mean box_loss: 0.231148 [2020-11-13 13:17:37,548][root][INFO] - mean center_loss: 0.047811 [2020-11-13 13:17:37,548][root][INFO] - mean heading_cls_loss: 0.793912 [2020-11-13 13:17:37,548][root][INFO] - mean heading_reg_loss: 0.053105 [2020-11-13 13:17:37,548][root][INFO] - mean loss: 5.576167 [2020-11-13 13:17:37,548][root][INFO] - mean neg_ratio: 0.740845 [2020-11-13 13:17:37,549][root][INFO] - mean obj_acc: 0.932057 [2020-11-13 13:17:37,549][root][INFO] - mean objectness_loss: 0.053148 [2020-11-13 13:17:37,549][root][INFO] - mean pos_ratio: 0.133429 [2020-11-13 13:17:37,549][root][INFO] - mean sem_cls_loss: 0.253969 [2020-11-13 13:17:37,549][root][INFO] - mean size_cls_loss: 0.253882 [2020-11-13 13:17:37,549][root][INFO] - mean size_reg_loss: 0.025453 [2020-11-13 13:17:37,549][root][INFO] - mean vote_loss: 0.274497 [2020-11-13 13:18:29,096][root][INFO] - ---- batch: 030 ---- [2020-11-13 13:18:29,104][root][INFO] - mean box_loss: 0.233021 [2020-11-13 13:18:29,104][root][INFO] - mean center_loss: 0.048198 [2020-11-13 13:18:29,104][root][INFO] - mean heading_cls_loss: 0.787350 [2020-11-13 13:18:29,104][root][INFO] - mean heading_reg_loss: 0.056923 [2020-11-13 13:18:29,105][root][INFO] - mean loss: 5.478588 [2020-11-13 13:18:29,105][root][INFO] - mean neg_ratio: 0.743817 [2020-11-13 13:18:29,105][root][INFO] - mean obj_acc: 0.940417 [2020-11-13 13:18:29,105][root][INFO] - mean objectness_loss: 0.050596 [2020-11-13 13:18:29,105][root][INFO] - mean pos_ratio: 0.129095 [2020-11-13 13:18:29,105][root][INFO] - mean sem_cls_loss: 0.265486 [2020-11-13 13:18:29,105][root][INFO] - mean size_cls_loss: 0.265069 [2020-11-13 13:18:29,105][root][INFO] - mean size_reg_loss: 0.022658 [2020-11-13 13:18:29,105][root][INFO] - mean vote_loss: 0.262992 [2020-11-13 13:19:19,220][root][INFO] - ---- batch: 040 ---- [2020-11-13 13:19:19,251][root][INFO] - mean box_loss: 0.232649 [2020-11-13 13:19:19,251][root][INFO] - mean center_loss: 0.042359 [2020-11-13 13:19:19,251][root][INFO] - mean heading_cls_loss: 0.843604 [2020-11-13 13:19:19,251][root][INFO] - mean heading_reg_loss: 0.052016 [2020-11-13 13:19:19,251][root][INFO] - mean loss: 5.633827 [2020-11-13 13:19:19,252][root][INFO] - mean neg_ratio: 0.730084 [2020-11-13 13:19:19,252][root][INFO] - mean obj_acc: 0.937500 [2020-11-13 13:19:19,252][root][INFO] - mean objectness_loss: 0.054736 [2020-11-13 13:19:19,252][root][INFO] - mean pos_ratio: 0.135858 [2020-11-13 13:19:19,252][root][INFO] - mean sem_cls_loss: 0.294762 [2020-11-13 13:19:19,252][root][INFO] - mean size_cls_loss: 0.294605 [2020-11-13 13:19:19,252][root][INFO] - mean size_reg_loss: 0.024453 [2020-11-13 13:19:19,252][root][INFO] - mean vote_loss: 0.273890 [2020-11-13 13:20:11,589][root][INFO] - ---- batch: 050 ---- [2020-11-13 13:20:11,595][root][INFO] - mean box_loss: 0.246463 [2020-11-13 13:20:11,595][root][INFO] - mean center_loss: 0.048385 [2020-11-13 13:20:11,595][root][INFO] - mean heading_cls_loss: 0.825901 [2020-11-13 13:20:11,595][root][INFO] - mean heading_reg_loss: 0.060497 [2020-11-13 13:20:11,595][root][INFO] - mean loss: 5.929391 [2020-11-13 13:20:11,595][root][INFO] - mean neg_ratio: 0.750812 [2020-11-13 13:20:11,596][root][INFO] - mean obj_acc: 0.937791 [2020-11-13 13:20:11,596][root][INFO] - mean objectness_loss: 0.049476 [2020-11-13 13:20:11,596][root][INFO] - mean pos_ratio: 0.124896 [2020-11-13 13:20:11,596][root][INFO] - mean sem_cls_loss: 0.293040 [2020-11-13 13:20:11,596][root][INFO] - mean size_cls_loss: 0.292956 [2020-11-13 13:20:11,596][root][INFO] - mean size_reg_loss: 0.025695 [2020-11-13 13:20:11,596][root][INFO] - mean vote_loss: 0.292435 [2020-11-13 13:21:02,250][root][INFO] - ---- batch: 060 ---- [2020-11-13 13:21:02,279][root][INFO] - mean box_loss: 0.240828 [2020-11-13 13:21:02,280][root][INFO] - mean center_loss: 0.042119 [2020-11-13 13:21:02,280][root][INFO] - mean heading_cls_loss: 0.834220 [2020-11-13 13:21:02,280][root][INFO] - mean heading_reg_loss: 0.060093 [2020-11-13 13:21:02,280][root][INFO] - mean loss: 5.620667 [2020-11-13 13:21:02,281][root][INFO] - mean neg_ratio: 0.732751 [2020-11-13 13:21:02,281][root][INFO] - mean obj_acc: 0.940146 [2020-11-13 13:21:02,281][root][INFO] - mean objectness_loss: 0.050182 [2020-11-13 13:21:02,281][root][INFO] - mean pos_ratio: 0.139856 [2020-11-13 13:21:02,281][root][INFO] - mean sem_cls_loss: 0.306500 [2020-11-13 13:21:02,281][root][INFO] - mean size_cls_loss: 0.306809 [2020-11-13 13:21:02,281][root][INFO] - mean size_reg_loss: 0.024512 [2020-11-13 13:21:02,281][root][INFO] - mean vote_loss: 0.265498 [2020-11-13 13:21:53,001][root][INFO] - ---- batch: 070 ---- [2020-11-13 13:21:53,083][root][INFO] - mean box_loss: 0.243922 [2020-11-13 13:21:53,083][root][INFO] - mean center_loss: 0.045883 [2020-11-13 13:21:53,083][root][INFO] - mean heading_cls_loss: 0.829184 [2020-11-13 13:21:53,083][root][INFO] - mean heading_reg_loss: 0.057119 [2020-11-13 13:21:53,083][root][INFO] - mean loss: 5.677600 [2020-11-13 13:21:53,084][root][INFO] - mean neg_ratio: 0.734760 [2020-11-13 13:21:53,084][root][INFO] - mean obj_acc: 0.926093 [2020-11-13 13:21:53,084][root][INFO] - mean objectness_loss: 0.054767 [2020-11-13 13:21:53,084][root][INFO] - mean pos_ratio: 0.130609 [2020-11-13 13:21:53,084][root][INFO] - mean sem_cls_loss: 0.283020 [2020-11-13 13:21:53,084][root][INFO] - mean size_cls_loss: 0.282534 [2020-11-13 13:21:53,084][root][INFO] - mean size_reg_loss: 0.029748 [2020-11-13 13:21:53,084][root][INFO] - mean vote_loss: 0.268153 [2020-11-13 13:22:43,450][root][INFO] - ---- batch: 080 ---- [2020-11-13 13:22:43,459][root][INFO] - mean box_loss: 0.229022 [2020-11-13 13:22:43,460][root][INFO] - mean center_loss: 0.040601 [2020-11-13 13:22:43,460][root][INFO] - mean heading_cls_loss: 0.807767 [2020-11-13 13:22:43,460][root][INFO] - mean heading_reg_loss: 0.051117 [2020-11-13 13:22:43,460][root][INFO] - mean loss: 5.533380 [2020-11-13 13:22:43,460][root][INFO] - mean neg_ratio: 0.737939 [2020-11-13 13:22:43,461][root][INFO] - mean obj_acc: 0.936322 [2020-11-13 13:22:43,461][root][INFO] - mean objectness_loss: 0.052764 [2020-11-13 13:22:43,461][root][INFO] - mean pos_ratio: 0.134784 [2020-11-13 13:22:43,461][root][INFO] - mean sem_cls_loss: 0.311888 [2020-11-13 13:22:43,461][root][INFO] - mean size_cls_loss: 0.311472 [2020-11-13 13:22:43,461][root][INFO] - mean size_reg_loss: 0.025380 [2020-11-13 13:22:43,461][root][INFO] - mean vote_loss: 0.266745 [2020-11-13 13:23:05,546][root][INFO] - **** EPOCH 068 **** [2020-11-13 13:23:05,553][root][INFO] - Current learning rate: 0.001000 [2020-11-13 13:23:05,553][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 13:23:05,557][root][INFO] - 2020-11-13 13:23:05.557469 [2020-11-13 13:24:17,057][root][INFO] - ---- batch: 010 ---- [2020-11-13 13:24:17,105][root][INFO] - mean box_loss: 0.222735 [2020-11-13 13:24:17,105][root][INFO] - mean center_loss: 0.037950 [2020-11-13 13:24:17,105][root][INFO] - mean heading_cls_loss: 0.776880 [2020-11-13 13:24:17,105][root][INFO] - mean heading_reg_loss: 0.055656 [2020-11-13 13:24:17,105][root][INFO] - mean loss: 5.442718 [2020-11-13 13:24:17,105][root][INFO] - mean neg_ratio: 0.731641 [2020-11-13 13:24:17,105][root][INFO] - mean obj_acc: 0.940978 [2020-11-13 13:24:17,105][root][INFO] - mean objectness_loss: 0.048240 [2020-11-13 13:24:17,105][root][INFO] - mean pos_ratio: 0.136243 [2020-11-13 13:24:17,106][root][INFO] - mean sem_cls_loss: 0.273887 [2020-11-13 13:24:17,106][root][INFO] - mean size_cls_loss: 0.274237 [2020-11-13 13:24:17,106][root][INFO] - mean size_reg_loss: 0.024018 [2020-11-13 13:24:17,106][root][INFO] - mean vote_loss: 0.270028 [2020-11-13 13:25:07,938][root][INFO] - ---- batch: 020 ---- [2020-11-13 13:25:08,565][root][INFO] - mean box_loss: 0.226908 [2020-11-13 13:25:08,565][root][INFO] - mean center_loss: 0.043178 [2020-11-13 13:25:08,565][root][INFO] - mean heading_cls_loss: 0.750713 [2020-11-13 13:25:08,565][root][INFO] - mean heading_reg_loss: 0.056106 [2020-11-13 13:25:08,565][root][INFO] - mean loss: 5.317415 [2020-11-13 13:25:08,565][root][INFO] - mean neg_ratio: 0.735681 [2020-11-13 13:25:08,565][root][INFO] - mean obj_acc: 0.940824 [2020-11-13 13:25:08,565][root][INFO] - mean objectness_loss: 0.047476 [2020-11-13 13:25:08,565][root][INFO] - mean pos_ratio: 0.134058 [2020-11-13 13:25:08,565][root][INFO] - mean sem_cls_loss: 0.278472 [2020-11-13 13:25:08,565][root][INFO] - mean size_cls_loss: 0.277878 [2020-11-13 13:25:08,565][root][INFO] - mean size_reg_loss: 0.024766 [2020-11-13 13:25:08,566][root][INFO] - mean vote_loss: 0.253248 [2020-11-13 13:26:00,121][root][INFO] - ---- batch: 030 ---- [2020-11-13 13:26:00,295][root][INFO] - mean box_loss: 0.243783 [2020-11-13 13:26:00,295][root][INFO] - mean center_loss: 0.051388 [2020-11-13 13:26:00,295][root][INFO] - mean heading_cls_loss: 0.837192 [2020-11-13 13:26:00,295][root][INFO] - mean heading_reg_loss: 0.055956 [2020-11-13 13:26:00,295][root][INFO] - mean loss: 5.663293 [2020-11-13 13:26:00,296][root][INFO] - mean neg_ratio: 0.742212 [2020-11-13 13:26:00,296][root][INFO] - mean obj_acc: 0.936437 [2020-11-13 13:26:00,296][root][INFO] - mean objectness_loss: 0.054349 [2020-11-13 13:26:00,296][root][INFO] - mean pos_ratio: 0.130817 [2020-11-13 13:26:00,296][root][INFO] - mean sem_cls_loss: 0.263541 [2020-11-13 13:26:00,296][root][INFO] - mean size_cls_loss: 0.263731 [2020-11-13 13:26:00,296][root][INFO] - mean size_reg_loss: 0.026346 [2020-11-13 13:26:00,296][root][INFO] - mean vote_loss: 0.269018 [2020-11-13 13:26:51,847][root][INFO] - ---- batch: 040 ---- [2020-11-13 13:26:51,853][root][INFO] - mean box_loss: 0.232638 [2020-11-13 13:26:51,853][root][INFO] - mean center_loss: 0.047324 [2020-11-13 13:26:51,853][root][INFO] - mean heading_cls_loss: 0.762542 [2020-11-13 13:26:51,853][root][INFO] - mean heading_reg_loss: 0.055864 [2020-11-13 13:26:51,853][root][INFO] - mean loss: 5.636920 [2020-11-13 13:26:51,854][root][INFO] - mean neg_ratio: 0.746869 [2020-11-13 13:26:51,854][root][INFO] - mean obj_acc: 0.940545 [2020-11-13 13:26:51,854][root][INFO] - mean objectness_loss: 0.050837 [2020-11-13 13:26:51,854][root][INFO] - mean pos_ratio: 0.125092 [2020-11-13 13:26:51,854][root][INFO] - mean sem_cls_loss: 0.291248 [2020-11-13 13:26:51,854][root][INFO] - mean size_cls_loss: 0.290732 [2020-11-13 13:26:51,854][root][INFO] - mean size_reg_loss: 0.024123 [2020-11-13 13:26:51,854][root][INFO] - mean vote_loss: 0.276511 [2020-11-13 13:27:42,325][root][INFO] - ---- batch: 050 ---- [2020-11-13 13:27:42,391][root][INFO] - mean box_loss: 0.239092 [2020-11-13 13:27:42,392][root][INFO] - mean center_loss: 0.043691 [2020-11-13 13:27:42,394][root][INFO] - mean heading_cls_loss: 0.839346 [2020-11-13 13:27:42,394][root][INFO] - mean heading_reg_loss: 0.053985 [2020-11-13 13:27:42,394][root][INFO] - mean loss: 5.800010 [2020-11-13 13:27:42,394][root][INFO] - mean neg_ratio: 0.743988 [2020-11-13 13:27:42,394][root][INFO] - mean obj_acc: 0.935553 [2020-11-13 13:27:42,394][root][INFO] - mean objectness_loss: 0.054505 [2020-11-13 13:27:42,394][root][INFO] - mean pos_ratio: 0.127289 [2020-11-13 13:27:42,394][root][INFO] - mean sem_cls_loss: 0.288739 [2020-11-13 13:27:42,394][root][INFO] - mean size_cls_loss: 0.288787 [2020-11-13 13:27:42,394][root][INFO] - mean size_reg_loss: 0.028604 [2020-11-13 13:27:42,394][root][INFO] - mean vote_loss: 0.284782 [2020-11-13 13:28:35,012][root][INFO] - ---- batch: 060 ---- [2020-11-13 13:28:35,022][root][INFO] - mean box_loss: 0.247517 [2020-11-13 13:28:35,022][root][INFO] - mean center_loss: 0.046693 [2020-11-13 13:28:35,023][root][INFO] - mean heading_cls_loss: 0.882957 [2020-11-13 13:28:35,023][root][INFO] - mean heading_reg_loss: 0.059995 [2020-11-13 13:28:35,023][root][INFO] - mean loss: 5.682530 [2020-11-13 13:28:35,023][root][INFO] - mean neg_ratio: 0.744458 [2020-11-13 13:28:35,024][root][INFO] - mean obj_acc: 0.930698 [2020-11-13 13:28:35,024][root][INFO] - mean objectness_loss: 0.051891 [2020-11-13 13:28:35,024][root][INFO] - mean pos_ratio: 0.125818 [2020-11-13 13:28:35,024][root][INFO] - mean sem_cls_loss: 0.271622 [2020-11-13 13:28:35,024][root][INFO] - mean size_cls_loss: 0.271169 [2020-11-13 13:28:35,024][root][INFO] - mean size_reg_loss: 0.025416 [2020-11-13 13:28:35,024][root][INFO] - mean vote_loss: 0.267628 [2020-11-13 13:29:27,074][root][INFO] - ---- batch: 070 ---- [2020-11-13 13:29:27,147][root][INFO] - mean box_loss: 0.243387 [2020-11-13 13:29:27,148][root][INFO] - mean center_loss: 0.043746 [2020-11-13 13:29:27,148][root][INFO] - mean heading_cls_loss: 0.848946 [2020-11-13 13:29:27,148][root][INFO] - mean heading_reg_loss: 0.056535 [2020-11-13 13:29:27,148][root][INFO] - mean loss: 5.694470 [2020-11-13 13:29:27,148][root][INFO] - mean neg_ratio: 0.732385 [2020-11-13 13:29:27,148][root][INFO] - mean obj_acc: 0.936229 [2020-11-13 13:29:27,149][root][INFO] - mean objectness_loss: 0.055331 [2020-11-13 13:29:27,149][root][INFO] - mean pos_ratio: 0.133362 [2020-11-13 13:29:27,149][root][INFO] - mean sem_cls_loss: 0.307976 [2020-11-13 13:29:27,149][root][INFO] - mean size_cls_loss: 0.308038 [2020-11-13 13:29:27,149][root][INFO] - mean size_reg_loss: 0.027408 [2020-11-13 13:29:27,149][root][INFO] - mean vote_loss: 0.267597 [2020-11-13 13:30:18,074][root][INFO] - ---- batch: 080 ---- [2020-11-13 13:30:18,082][root][INFO] - mean box_loss: 0.234360 [2020-11-13 13:30:18,083][root][INFO] - mean center_loss: 0.045166 [2020-11-13 13:30:18,083][root][INFO] - mean heading_cls_loss: 0.826093 [2020-11-13 13:30:18,083][root][INFO] - mean heading_reg_loss: 0.052908 [2020-11-13 13:30:18,083][root][INFO] - mean loss: 5.724777 [2020-11-13 13:30:18,084][root][INFO] - mean neg_ratio: 0.717017 [2020-11-13 13:30:18,084][root][INFO] - mean obj_acc: 0.939627 [2020-11-13 13:30:18,084][root][INFO] - mean objectness_loss: 0.052854 [2020-11-13 13:30:18,084][root][INFO] - mean pos_ratio: 0.141516 [2020-11-13 13:30:18,084][root][INFO] - mean sem_cls_loss: 0.294946 [2020-11-13 13:30:18,085][root][INFO] - mean size_cls_loss: 0.294821 [2020-11-13 13:30:18,085][root][INFO] - mean size_reg_loss: 0.024196 [2020-11-13 13:30:18,085][root][INFO] - mean vote_loss: 0.282196 [2020-11-13 13:30:37,084][root][INFO] - **** EPOCH 069 **** [2020-11-13 13:30:37,085][root][INFO] - Current learning rate: 0.001000 [2020-11-13 13:30:37,085][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 13:30:37,089][root][INFO] - 2020-11-13 13:30:37.089471 [2020-11-13 13:31:56,069][root][INFO] - ---- batch: 010 ---- [2020-11-13 13:31:56,075][root][INFO] - mean box_loss: 0.225682 [2020-11-13 13:31:56,075][root][INFO] - mean center_loss: 0.042988 [2020-11-13 13:31:56,075][root][INFO] - mean heading_cls_loss: 0.774681 [2020-11-13 13:31:56,075][root][INFO] - mean heading_reg_loss: 0.053525 [2020-11-13 13:31:56,076][root][INFO] - mean loss: 5.582150 [2020-11-13 13:31:56,076][root][INFO] - mean neg_ratio: 0.738263 [2020-11-13 13:31:56,076][root][INFO] - mean obj_acc: 0.931357 [2020-11-13 13:31:56,076][root][INFO] - mean objectness_loss: 0.050714 [2020-11-13 13:31:56,076][root][INFO] - mean pos_ratio: 0.130548 [2020-11-13 13:31:56,076][root][INFO] - mean sem_cls_loss: 0.270505 [2020-11-13 13:31:56,076][root][INFO] - mean size_cls_loss: 0.270458 [2020-11-13 13:31:56,076][root][INFO] - mean size_reg_loss: 0.024656 [2020-11-13 13:31:56,076][root][INFO] - mean vote_loss: 0.280125 [2020-11-13 13:32:48,411][root][INFO] - ---- batch: 020 ---- [2020-11-13 13:32:48,583][root][INFO] - mean box_loss: 0.232200 [2020-11-13 13:32:48,583][root][INFO] - mean center_loss: 0.046215 [2020-11-13 13:32:48,584][root][INFO] - mean heading_cls_loss: 0.822914 [2020-11-13 13:32:48,584][root][INFO] - mean heading_reg_loss: 0.056909 [2020-11-13 13:32:48,584][root][INFO] - mean loss: 5.345971 [2020-11-13 13:32:48,584][root][INFO] - mean neg_ratio: 0.718286 [2020-11-13 13:32:48,584][root][INFO] - mean obj_acc: 0.945465 [2020-11-13 13:32:48,584][root][INFO] - mean objectness_loss: 0.050854 [2020-11-13 13:32:48,584][root][INFO] - mean pos_ratio: 0.145386 [2020-11-13 13:32:48,584][root][INFO] - mean sem_cls_loss: 0.224527 [2020-11-13 13:32:48,584][root][INFO] - mean size_cls_loss: 0.224285 [2020-11-13 13:32:48,584][root][INFO] - mean size_reg_loss: 0.024356 [2020-11-13 13:32:48,584][root][INFO] - mean vote_loss: 0.254518 [2020-11-13 13:33:40,931][root][INFO] - ---- batch: 030 ---- [2020-11-13 13:33:41,026][root][INFO] - mean box_loss: 0.241903 [2020-11-13 13:33:41,026][root][INFO] - mean center_loss: 0.053395 [2020-11-13 13:33:41,026][root][INFO] - mean heading_cls_loss: 0.830094 [2020-11-13 13:33:41,026][root][INFO] - mean heading_reg_loss: 0.052316 [2020-11-13 13:33:41,026][root][INFO] - mean loss: 5.536050 [2020-11-13 13:33:41,026][root][INFO] - mean neg_ratio: 0.739801 [2020-11-13 13:33:41,026][root][INFO] - mean obj_acc: 0.934339 [2020-11-13 13:33:41,026][root][INFO] - mean objectness_loss: 0.051056 [2020-11-13 13:33:41,027][root][INFO] - mean pos_ratio: 0.126752 [2020-11-13 13:33:41,027][root][INFO] - mean sem_cls_loss: 0.273904 [2020-11-13 13:33:41,027][root][INFO] - mean size_cls_loss: 0.274409 [2020-11-13 13:33:41,027][root][INFO] - mean size_reg_loss: 0.025742 [2020-11-13 13:33:41,027][root][INFO] - mean vote_loss: 0.258784 [2020-11-13 13:34:31,901][root][INFO] - ---- batch: 040 ---- [2020-11-13 13:34:32,071][root][INFO] - mean box_loss: 0.220825 [2020-11-13 13:34:32,072][root][INFO] - mean center_loss: 0.043480 [2020-11-13 13:34:32,072][root][INFO] - mean heading_cls_loss: 0.726134 [2020-11-13 13:34:32,072][root][INFO] - mean heading_reg_loss: 0.053168 [2020-11-13 13:34:32,072][root][INFO] - mean loss: 5.317815 [2020-11-13 13:34:32,072][root][INFO] - mean neg_ratio: 0.736206 [2020-11-13 13:34:32,072][root][INFO] - mean obj_acc: 0.944011 [2020-11-13 13:34:32,072][root][INFO] - mean objectness_loss: 0.049058 [2020-11-13 13:34:32,072][root][INFO] - mean pos_ratio: 0.136804 [2020-11-13 13:34:32,072][root][INFO] - mean sem_cls_loss: 0.268932 [2020-11-13 13:34:32,072][root][INFO] - mean size_cls_loss: 0.269125 [2020-11-13 13:34:32,072][root][INFO] - mean size_reg_loss: 0.024651 [2020-11-13 13:34:32,072][root][INFO] - mean vote_loss: 0.259534 [2020-11-13 13:35:26,059][root][INFO] - ---- batch: 050 ---- [2020-11-13 13:35:26,101][root][INFO] - mean box_loss: 0.237307 [2020-11-13 13:35:26,102][root][INFO] - mean center_loss: 0.054535 [2020-11-13 13:35:26,103][root][INFO] - mean heading_cls_loss: 0.758922 [2020-11-13 13:35:26,104][root][INFO] - mean heading_reg_loss: 0.049637 [2020-11-13 13:35:26,104][root][INFO] - mean loss: 5.748979 [2020-11-13 13:35:26,104][root][INFO] - mean neg_ratio: 0.759387 [2020-11-13 13:35:26,104][root][INFO] - mean obj_acc: 0.940496 [2020-11-13 13:35:26,104][root][INFO] - mean objectness_loss: 0.047803 [2020-11-13 13:35:26,104][root][INFO] - mean pos_ratio: 0.119995 [2020-11-13 13:35:26,104][root][INFO] - mean sem_cls_loss: 0.300908 [2020-11-13 13:35:26,105][root][INFO] - mean size_cls_loss: 0.301735 [2020-11-13 13:35:26,105][root][INFO] - mean size_reg_loss: 0.027070 [2020-11-13 13:35:26,105][root][INFO] - mean vote_loss: 0.283598 [2020-11-13 13:36:19,129][root][INFO] - ---- batch: 060 ---- [2020-11-13 13:36:19,136][root][INFO] - mean box_loss: 0.239487 [2020-11-13 13:36:19,136][root][INFO] - mean center_loss: 0.044507 [2020-11-13 13:36:19,136][root][INFO] - mean heading_cls_loss: 0.868149 [2020-11-13 13:36:19,137][root][INFO] - mean heading_reg_loss: 0.050676 [2020-11-13 13:36:19,137][root][INFO] - mean loss: 5.623365 [2020-11-13 13:36:19,137][root][INFO] - mean neg_ratio: 0.746606 [2020-11-13 13:36:19,137][root][INFO] - mean obj_acc: 0.944858 [2020-11-13 13:36:19,137][root][INFO] - mean objectness_loss: 0.050345 [2020-11-13 13:36:19,137][root][INFO] - mean pos_ratio: 0.128070 [2020-11-13 13:36:19,137][root][INFO] - mean sem_cls_loss: 0.303723 [2020-11-13 13:36:19,137][root][INFO] - mean size_cls_loss: 0.304366 [2020-11-13 13:36:19,137][root][INFO] - mean size_reg_loss: 0.027053 [2020-11-13 13:36:19,138][root][INFO] - mean vote_loss: 0.267304 [2020-11-13 13:37:11,335][root][INFO] - ---- batch: 070 ---- [2020-11-13 13:37:11,343][root][INFO] - mean box_loss: 0.224532 [2020-11-13 13:37:11,344][root][INFO] - mean center_loss: 0.038748 [2020-11-13 13:37:11,344][root][INFO] - mean heading_cls_loss: 0.834427 [2020-11-13 13:37:11,344][root][INFO] - mean heading_reg_loss: 0.051448 [2020-11-13 13:37:11,344][root][INFO] - mean loss: 5.378147 [2020-11-13 13:37:11,344][root][INFO] - mean neg_ratio: 0.750153 [2020-11-13 13:37:11,345][root][INFO] - mean obj_acc: 0.942144 [2020-11-13 13:37:11,345][root][INFO] - mean objectness_loss: 0.047571 [2020-11-13 13:37:11,345][root][INFO] - mean pos_ratio: 0.125720 [2020-11-13 13:37:11,345][root][INFO] - mean sem_cls_loss: 0.277031 [2020-11-13 13:37:11,345][root][INFO] - mean size_cls_loss: 0.277420 [2020-11-13 13:37:11,345][root][INFO] - mean size_reg_loss: 0.023152 [2020-11-13 13:37:11,345][root][INFO] - mean vote_loss: 0.261794 [2020-11-13 13:38:00,435][root][INFO] - ---- batch: 080 ---- [2020-11-13 13:38:00,446][root][INFO] - mean box_loss: 0.238276 [2020-11-13 13:38:00,447][root][INFO] - mean center_loss: 0.052780 [2020-11-13 13:38:00,447][root][INFO] - mean heading_cls_loss: 0.827448 [2020-11-13 13:38:00,447][root][INFO] - mean heading_reg_loss: 0.052631 [2020-11-13 13:38:00,447][root][INFO] - mean loss: 5.497485 [2020-11-13 13:38:00,447][root][INFO] - mean neg_ratio: 0.759613 [2020-11-13 13:38:00,447][root][INFO] - mean obj_acc: 0.936461 [2020-11-13 13:38:00,448][root][INFO] - mean objectness_loss: 0.050798 [2020-11-13 13:38:00,448][root][INFO] - mean pos_ratio: 0.124420 [2020-11-13 13:38:00,448][root][INFO] - mean sem_cls_loss: 0.276548 [2020-11-13 13:38:00,448][root][INFO] - mean size_cls_loss: 0.276757 [2020-11-13 13:38:00,448][root][INFO] - mean size_reg_loss: 0.022444 [2020-11-13 13:38:00,448][root][INFO] - mean vote_loss: 0.258419 [2020-11-13 13:38:13,472][root][INFO] - Eval batch: 0 [2020-11-13 13:38:23,234][root][INFO] - Eval batch: 10 [2020-11-13 13:38:25,097][root][INFO] - Eval batch: 20 [2020-11-13 13:38:30,351][root][INFO] - Eval batch: 30 [2020-11-13 13:38:32,184][root][INFO] - Eval batch: 40 [2020-11-13 13:38:33,964][root][INFO] - Eval batch: 50 [2020-11-13 13:38:35,749][root][INFO] - Eval batch: 60 [2020-11-13 13:38:39,607][root][INFO] - Eval batch: 70 [2020-11-13 13:38:41,493][root][INFO] - 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Eval batch: 4760 [2020-11-13 14:00:25,471][root][INFO] - Eval batch: 4770 [2020-11-13 14:00:27,287][root][INFO] - Eval batch: 4780 [2020-11-13 14:00:29,144][root][INFO] - Eval batch: 4790 [2020-11-13 14:00:30,959][root][INFO] - Eval batch: 4800 [2020-11-13 14:00:34,487][root][INFO] - Eval batch: 4810 [2020-11-13 14:00:36,404][root][INFO] - Eval batch: 4820 [2020-11-13 14:00:39,809][root][INFO] - Eval batch: 4830 [2020-11-13 14:00:41,710][root][INFO] - Eval batch: 4840 [2020-11-13 14:00:45,333][root][INFO] - Eval batch: 4850 [2020-11-13 14:00:47,774][root][INFO] - Eval batch: 4860 [2020-11-13 14:00:49,542][root][INFO] - Eval batch: 4870 [2020-11-13 14:00:51,397][root][INFO] - Eval batch: 4880 [2020-11-13 14:00:53,246][root][INFO] - Eval batch: 4890 [2020-11-13 14:00:55,396][root][INFO] - Eval batch: 4900 [2020-11-13 14:00:57,907][root][INFO] - Eval batch: 4910 [2020-11-13 14:01:01,053][root][INFO] - Eval batch: 4920 [2020-11-13 14:01:03,197][root][INFO] - Eval batch: 4930 [2020-11-13 14:01:05,573][root][INFO] - Eval batch: 4940 [2020-11-13 14:01:07,699][root][INFO] - Eval batch: 4950 [2020-11-13 14:01:10,263][root][INFO] - Eval batch: 4960 [2020-11-13 14:01:12,122][root][INFO] - Eval batch: 4970 [2020-11-13 14:01:13,945][root][INFO] - Eval batch: 4980 [2020-11-13 14:01:16,000][root][INFO] - Eval batch: 4990 [2020-11-13 14:01:17,772][root][INFO] - Eval batch: 5000 [2020-11-13 14:01:19,643][root][INFO] - Eval batch: 5010 [2020-11-13 14:01:21,613][root][INFO] - Eval batch: 5020 [2020-11-13 14:01:24,014][root][INFO] - Eval batch: 5030 [2020-11-13 14:01:27,108][root][INFO] - Eval batch: 5040 [2020-11-13 14:01:29,032][root][INFO] - eval mean box_loss: 0.261447 [2020-11-13 14:01:29,033][root][INFO] - eval mean center_loss: 0.047935 [2020-11-13 14:01:29,033][root][INFO] - eval mean heading_cls_loss: 0.835705 [2020-11-13 14:01:29,034][root][INFO] - eval mean heading_reg_loss: 0.052219 [2020-11-13 14:01:29,034][root][INFO] - eval mean loss: 6.201281 [2020-11-13 14:01:29,034][root][INFO] - eval mean neg_ratio: 0.725661 [2020-11-13 14:01:29,035][root][INFO] - eval mean obj_acc: 0.928009 [2020-11-13 14:01:29,035][root][INFO] - eval mean objectness_loss: 0.077725 [2020-11-13 14:01:29,036][root][INFO] - eval mean pos_ratio: 0.136902 [2020-11-13 14:01:29,036][root][INFO] - eval mean sem_cls_loss: 0.518192 [2020-11-13 14:01:29,037][root][INFO] - eval mean size_cls_loss: 0.517254 [2020-11-13 14:01:29,037][root][INFO] - eval mean size_reg_loss: 0.025997 [2020-11-13 14:01:29,037][root][INFO] - eval mean vote_loss: 0.268000 [2020-11-13 14:02:24,471][root][INFO] - eval bed Average Precision: 0.423438 [2020-11-13 14:02:24,473][root][INFO] - eval table Average Precision: 0.165478 [2020-11-13 14:02:24,473][root][INFO] - eval sofa Average Precision: 0.394937 [2020-11-13 14:02:24,473][root][INFO] - eval chair Average Precision: 0.471736 [2020-11-13 14:02:24,473][root][INFO] - eval toilet Average Precision: 0.421007 [2020-11-13 14:02:24,473][root][INFO] - eval desk Average Precision: 0.030685 [2020-11-13 14:02:24,473][root][INFO] - eval dresser Average Precision: 0.023236 [2020-11-13 14:02:24,473][root][INFO] - eval night_stand Average Precision: 0.206374 [2020-11-13 14:02:24,473][root][INFO] - eval bookshelf Average Precision: 0.018949 [2020-11-13 14:02:24,473][root][INFO] - eval bathtub Average Precision: 0.156646 [2020-11-13 14:02:24,473][root][INFO] - eval mAP: 0.231249 [2020-11-13 14:02:24,473][root][INFO] - eval bed Recall: 0.570902 [2020-11-13 14:02:24,473][root][INFO] - eval table Recall: 0.351329 [2020-11-13 14:02:24,473][root][INFO] - eval sofa Recall: 0.550861 [2020-11-13 14:02:24,473][root][INFO] - eval chair Recall: 0.608328 [2020-11-13 14:02:24,474][root][INFO] - eval toilet Recall: 0.589404 [2020-11-13 14:02:24,474][root][INFO] - eval desk Recall: 0.226758 [2020-11-13 14:02:24,474][root][INFO] - eval dresser Recall: 0.254630 [2020-11-13 14:02:24,474][root][INFO] - eval night_stand Recall: 0.444882 [2020-11-13 14:02:24,474][root][INFO] - eval bookshelf Recall: 0.110368 [2020-11-13 14:02:24,474][root][INFO] - eval bathtub Recall: 0.326923 [2020-11-13 14:02:24,474][root][INFO] - eval AR: 0.403439 [2020-11-13 14:02:24,475][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 14:02:26,558][root][INFO] - **** EPOCH 070 **** [2020-11-13 14:02:26,559][root][INFO] - Current learning rate: 0.001000 [2020-11-13 14:02:26,559][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 14:02:26,563][root][INFO] - 2020-11-13 14:02:26.563069 [2020-11-13 14:03:24,377][root][INFO] - ---- batch: 010 ---- [2020-11-13 14:03:24,383][root][INFO] - mean box_loss: 0.232175 [2020-11-13 14:03:24,384][root][INFO] - mean center_loss: 0.041836 [2020-11-13 14:03:24,384][root][INFO] - mean heading_cls_loss: 0.838288 [2020-11-13 14:03:24,384][root][INFO] - mean heading_reg_loss: 0.057234 [2020-11-13 14:03:24,384][root][INFO] - mean loss: 5.370550 [2020-11-13 14:03:24,384][root][INFO] - mean neg_ratio: 0.758600 [2020-11-13 14:03:24,384][root][INFO] - mean obj_acc: 0.941292 [2020-11-13 14:03:24,384][root][INFO] - mean objectness_loss: 0.047687 [2020-11-13 14:03:24,384][root][INFO] - mean pos_ratio: 0.124817 [2020-11-13 14:03:24,384][root][INFO] - mean sem_cls_loss: 0.251448 [2020-11-13 14:03:24,384][root][INFO] - mean size_cls_loss: 0.250609 [2020-11-13 14:03:24,384][root][INFO] - mean size_reg_loss: 0.024215 [2020-11-13 14:03:24,384][root][INFO] - mean vote_loss: 0.255892 [2020-11-13 14:04:15,657][root][INFO] - ---- batch: 020 ---- [2020-11-13 14:04:15,663][root][INFO] - mean box_loss: 0.261924 [2020-11-13 14:04:15,663][root][INFO] - mean center_loss: 0.053130 [2020-11-13 14:04:15,663][root][INFO] - mean heading_cls_loss: 0.892042 [2020-11-13 14:04:15,663][root][INFO] - mean heading_reg_loss: 0.062554 [2020-11-13 14:04:15,663][root][INFO] - mean loss: 5.889260 [2020-11-13 14:04:15,663][root][INFO] - mean neg_ratio: 0.752527 [2020-11-13 14:04:15,663][root][INFO] - mean obj_acc: 0.939554 [2020-11-13 14:04:15,663][root][INFO] - mean objectness_loss: 0.049586 [2020-11-13 14:04:15,663][root][INFO] - mean pos_ratio: 0.122980 [2020-11-13 14:04:15,663][root][INFO] - mean sem_cls_loss: 0.282473 [2020-11-13 14:04:15,663][root][INFO] - mean size_cls_loss: 0.282537 [2020-11-13 14:04:15,663][root][INFO] - mean size_reg_loss: 0.028781 [2020-11-13 14:04:15,663][root][INFO] - mean vote_loss: 0.273962 [2020-11-13 14:05:06,526][root][INFO] - ---- batch: 030 ---- [2020-11-13 14:05:06,655][root][INFO] - mean box_loss: 0.248481 [2020-11-13 14:05:06,655][root][INFO] - mean center_loss: 0.058032 [2020-11-13 14:05:06,655][root][INFO] - mean heading_cls_loss: 0.827064 [2020-11-13 14:05:06,655][root][INFO] - mean heading_reg_loss: 0.055380 [2020-11-13 14:05:06,655][root][INFO] - mean loss: 5.753188 [2020-11-13 14:05:06,655][root][INFO] - mean neg_ratio: 0.742853 [2020-11-13 14:05:06,656][root][INFO] - mean obj_acc: 0.940004 [2020-11-13 14:05:06,656][root][INFO] - mean objectness_loss: 0.052921 [2020-11-13 14:05:06,656][root][INFO] - mean pos_ratio: 0.128619 [2020-11-13 14:05:06,656][root][INFO] - mean sem_cls_loss: 0.295033 [2020-11-13 14:05:06,656][root][INFO] - mean size_cls_loss: 0.294556 [2020-11-13 14:05:06,656][root][INFO] - mean size_reg_loss: 0.022907 [2020-11-13 14:05:06,656][root][INFO] - mean vote_loss: 0.270874 [2020-11-13 14:05:57,000][root][INFO] - ---- batch: 040 ---- [2020-11-13 14:05:57,006][root][INFO] - mean box_loss: 0.264088 [2020-11-13 14:05:57,006][root][INFO] - mean center_loss: 0.046859 [2020-11-13 14:05:57,006][root][INFO] - mean heading_cls_loss: 0.871936 [2020-11-13 14:05:57,006][root][INFO] - mean heading_reg_loss: 0.061498 [2020-11-13 14:05:57,006][root][INFO] - mean loss: 6.331126 [2020-11-13 14:05:57,006][root][INFO] - mean neg_ratio: 0.735608 [2020-11-13 14:05:57,006][root][INFO] - mean obj_acc: 0.930754 [2020-11-13 14:05:57,006][root][INFO] - mean objectness_loss: 0.061580 [2020-11-13 14:05:57,006][root][INFO] - mean pos_ratio: 0.129736 [2020-11-13 14:05:57,006][root][INFO] - mean sem_cls_loss: 0.408705 [2020-11-13 14:05:57,006][root][INFO] - mean size_cls_loss: 0.410485 [2020-11-13 14:05:57,006][root][INFO] - mean size_reg_loss: 0.027490 [2020-11-13 14:05:57,006][root][INFO] - mean vote_loss: 0.297364 [2020-11-13 14:06:48,697][root][INFO] - ---- batch: 050 ---- [2020-11-13 14:06:48,702][root][INFO] - mean box_loss: 0.241875 [2020-11-13 14:06:48,702][root][INFO] - mean center_loss: 0.042111 [2020-11-13 14:06:48,703][root][INFO] - mean heading_cls_loss: 0.812982 [2020-11-13 14:06:48,703][root][INFO] - mean heading_reg_loss: 0.061335 [2020-11-13 14:06:48,703][root][INFO] - mean loss: 5.747492 [2020-11-13 14:06:48,703][root][INFO] - mean neg_ratio: 0.755487 [2020-11-13 14:06:48,703][root][INFO] - mean obj_acc: 0.941845 [2020-11-13 14:06:48,703][root][INFO] - mean objectness_loss: 0.044538 [2020-11-13 14:06:48,703][root][INFO] - mean pos_ratio: 0.118994 [2020-11-13 14:06:48,703][root][INFO] - mean sem_cls_loss: 0.316778 [2020-11-13 14:06:48,703][root][INFO] - mean size_cls_loss: 0.317609 [2020-11-13 14:06:48,703][root][INFO] - mean size_reg_loss: 0.025370 [2020-11-13 14:06:48,703][root][INFO] - mean vote_loss: 0.278927 [2020-11-13 14:07:40,253][root][INFO] - ---- batch: 060 ---- [2020-11-13 14:07:40,264][root][INFO] - mean box_loss: 0.248124 [2020-11-13 14:07:40,265][root][INFO] - mean center_loss: 0.049482 [2020-11-13 14:07:40,266][root][INFO] - mean heading_cls_loss: 0.847267 [2020-11-13 14:07:40,266][root][INFO] - mean heading_reg_loss: 0.059940 [2020-11-13 14:07:40,267][root][INFO] - mean loss: 5.807778 [2020-11-13 14:07:40,267][root][INFO] - mean neg_ratio: 0.754248 [2020-11-13 14:07:40,267][root][INFO] - mean obj_acc: 0.937871 [2020-11-13 14:07:40,267][root][INFO] - mean objectness_loss: 0.051174 [2020-11-13 14:07:40,267][root][INFO] - mean pos_ratio: 0.121826 [2020-11-13 14:07:40,267][root][INFO] - mean sem_cls_loss: 0.306433 [2020-11-13 14:07:40,267][root][INFO] - mean size_cls_loss: 0.306106 [2020-11-13 14:07:40,267][root][INFO] - mean size_reg_loss: 0.023364 [2020-11-13 14:07:40,267][root][INFO] - mean vote_loss: 0.276424 [2020-11-13 14:08:31,786][root][INFO] - ---- batch: 070 ---- [2020-11-13 14:08:31,797][root][INFO] - mean box_loss: 0.226716 [2020-11-13 14:08:31,798][root][INFO] - mean center_loss: 0.041963 [2020-11-13 14:08:31,798][root][INFO] - mean heading_cls_loss: 0.788189 [2020-11-13 14:08:31,799][root][INFO] - mean heading_reg_loss: 0.055781 [2020-11-13 14:08:31,799][root][INFO] - mean loss: 5.495446 [2020-11-13 14:08:31,799][root][INFO] - mean neg_ratio: 0.755341 [2020-11-13 14:08:31,799][root][INFO] - mean obj_acc: 0.942074 [2020-11-13 14:08:31,799][root][INFO] - mean objectness_loss: 0.048556 [2020-11-13 14:08:31,799][root][INFO] - mean pos_ratio: 0.120435 [2020-11-13 14:08:31,799][root][INFO] - mean sem_cls_loss: 0.271162 [2020-11-13 14:08:31,799][root][INFO] - mean size_cls_loss: 0.271468 [2020-11-13 14:08:31,800][root][INFO] - mean size_reg_loss: 0.023007 [2020-11-13 14:08:31,800][root][INFO] - mean vote_loss: 0.271434 [2020-11-13 14:09:21,975][root][INFO] - ---- batch: 080 ---- [2020-11-13 14:09:21,982][root][INFO] - mean box_loss: 0.230926 [2020-11-13 14:09:21,983][root][INFO] - mean center_loss: 0.037928 [2020-11-13 14:09:21,983][root][INFO] - mean heading_cls_loss: 0.775238 [2020-11-13 14:09:21,983][root][INFO] - mean heading_reg_loss: 0.057467 [2020-11-13 14:09:21,983][root][INFO] - mean loss: 5.642191 [2020-11-13 14:09:21,984][root][INFO] - mean neg_ratio: 0.752136 [2020-11-13 14:09:21,984][root][INFO] - mean obj_acc: 0.941809 [2020-11-13 14:09:21,984][root][INFO] - mean objectness_loss: 0.049697 [2020-11-13 14:09:21,984][root][INFO] - mean pos_ratio: 0.124323 [2020-11-13 14:09:21,984][root][INFO] - mean sem_cls_loss: 0.298113 [2020-11-13 14:09:21,984][root][INFO] - mean size_cls_loss: 0.298148 [2020-11-13 14:09:21,984][root][INFO] - mean size_reg_loss: 0.028193 [2020-11-13 14:09:21,984][root][INFO] - mean vote_loss: 0.278633 [2020-11-13 14:09:36,516][root][INFO] - **** EPOCH 071 **** [2020-11-13 14:09:36,518][root][INFO] - Current learning rate: 0.001000 [2020-11-13 14:09:36,518][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 14:09:36,518][root][INFO] - 2020-11-13 14:09:36.518435 [2020-11-13 14:10:34,158][root][INFO] - ---- batch: 010 ---- [2020-11-13 14:10:34,167][root][INFO] - mean box_loss: 0.246655 [2020-11-13 14:10:34,167][root][INFO] - mean center_loss: 0.044606 [2020-11-13 14:10:34,167][root][INFO] - mean heading_cls_loss: 0.923792 [2020-11-13 14:10:34,167][root][INFO] - mean heading_reg_loss: 0.054068 [2020-11-13 14:10:34,167][root][INFO] - mean loss: 5.668550 [2020-11-13 14:10:34,167][root][INFO] - mean neg_ratio: 0.755200 [2020-11-13 14:10:34,167][root][INFO] - mean obj_acc: 0.936334 [2020-11-13 14:10:34,167][root][INFO] - mean objectness_loss: 0.050475 [2020-11-13 14:10:34,167][root][INFO] - mean pos_ratio: 0.127863 [2020-11-13 14:10:34,167][root][INFO] - mean sem_cls_loss: 0.286324 [2020-11-13 14:10:34,167][root][INFO] - mean size_cls_loss: 0.286465 [2020-11-13 14:10:34,167][root][INFO] - mean size_reg_loss: 0.026955 [2020-11-13 14:10:34,167][root][INFO] - mean vote_loss: 0.266330 [2020-11-13 14:11:24,692][root][INFO] - ---- batch: 020 ---- [2020-11-13 14:11:24,698][root][INFO] - mean box_loss: 0.233902 [2020-11-13 14:11:24,698][root][INFO] - mean center_loss: 0.042687 [2020-11-13 14:11:24,698][root][INFO] - mean heading_cls_loss: 0.827749 [2020-11-13 14:11:24,698][root][INFO] - mean heading_reg_loss: 0.054037 [2020-11-13 14:11:24,698][root][INFO] - mean loss: 5.715068 [2020-11-13 14:11:24,698][root][INFO] - mean neg_ratio: 0.740570 [2020-11-13 14:11:24,698][root][INFO] - mean obj_acc: 0.935804 [2020-11-13 14:11:24,698][root][INFO] - mean objectness_loss: 0.052652 [2020-11-13 14:11:24,698][root][INFO] - mean pos_ratio: 0.131787 [2020-11-13 14:11:24,698][root][INFO] - mean sem_cls_loss: 0.309497 [2020-11-13 14:11:24,698][root][INFO] - mean size_cls_loss: 0.308400 [2020-11-13 14:11:24,698][root][INFO] - mean size_reg_loss: 0.023563 [2020-11-13 14:11:24,698][root][INFO] - mean vote_loss: 0.280329 [2020-11-13 14:12:17,555][root][INFO] - ---- batch: 030 ---- [2020-11-13 14:12:17,560][root][INFO] - mean box_loss: 0.232113 [2020-11-13 14:12:17,561][root][INFO] - mean center_loss: 0.043570 [2020-11-13 14:12:17,561][root][INFO] - mean heading_cls_loss: 0.782073 [2020-11-13 14:12:17,561][root][INFO] - mean heading_reg_loss: 0.056230 [2020-11-13 14:12:17,561][root][INFO] - mean loss: 5.535937 [2020-11-13 14:12:17,561][root][INFO] - mean neg_ratio: 0.717084 [2020-11-13 14:12:17,561][root][INFO] - mean obj_acc: 0.932222 [2020-11-13 14:12:17,561][root][INFO] - mean objectness_loss: 0.057972 [2020-11-13 14:12:17,561][root][INFO] - mean pos_ratio: 0.143372 [2020-11-13 14:12:17,561][root][INFO] - mean sem_cls_loss: 0.303285 [2020-11-13 14:12:17,561][root][INFO] - mean size_cls_loss: 0.303937 [2020-11-13 14:12:17,561][root][INFO] - mean size_reg_loss: 0.023711 [2020-11-13 14:12:17,561][root][INFO] - mean vote_loss: 0.262167 [2020-11-13 14:13:09,419][root][INFO] - ---- batch: 040 ---- [2020-11-13 14:13:09,426][root][INFO] - mean box_loss: 0.240373 [2020-11-13 14:13:09,426][root][INFO] - mean center_loss: 0.044022 [2020-11-13 14:13:09,426][root][INFO] - mean heading_cls_loss: 0.850147 [2020-11-13 14:13:09,426][root][INFO] - mean heading_reg_loss: 0.055977 [2020-11-13 14:13:09,426][root][INFO] - mean loss: 5.592772 [2020-11-13 14:13:09,426][root][INFO] - mean neg_ratio: 0.721631 [2020-11-13 14:13:09,426][root][INFO] - mean obj_acc: 0.934498 [2020-11-13 14:13:09,426][root][INFO] - mean objectness_loss: 0.052798 [2020-11-13 14:13:09,426][root][INFO] - mean pos_ratio: 0.139954 [2020-11-13 14:13:09,426][root][INFO] - mean sem_cls_loss: 0.274731 [2020-11-13 14:13:09,426][root][INFO] - mean size_cls_loss: 0.274810 [2020-11-13 14:13:09,427][root][INFO] - mean size_reg_loss: 0.027878 [2020-11-13 14:13:09,427][root][INFO] - mean vote_loss: 0.265032 [2020-11-13 14:14:02,632][root][INFO] - ---- batch: 050 ---- [2020-11-13 14:14:02,642][root][INFO] - mean box_loss: 0.222759 [2020-11-13 14:14:02,642][root][INFO] - mean center_loss: 0.041427 [2020-11-13 14:14:02,642][root][INFO] - mean heading_cls_loss: 0.760760 [2020-11-13 14:14:02,642][root][INFO] - mean heading_reg_loss: 0.049190 [2020-11-13 14:14:02,642][root][INFO] - mean loss: 5.400820 [2020-11-13 14:14:02,642][root][INFO] - mean neg_ratio: 0.725439 [2020-11-13 14:14:02,642][root][INFO] - mean obj_acc: 0.934969 [2020-11-13 14:14:02,642][root][INFO] - mean objectness_loss: 0.048484 [2020-11-13 14:14:02,642][root][INFO] - mean pos_ratio: 0.140900 [2020-11-13 14:14:02,642][root][INFO] - mean sem_cls_loss: 0.288555 [2020-11-13 14:14:02,642][root][INFO] - mean size_cls_loss: 0.286903 [2020-11-13 14:14:02,642][root][INFO] - mean size_reg_loss: 0.027375 [2020-11-13 14:14:02,642][root][INFO] - mean vote_loss: 0.264226 [2020-11-13 14:14:54,644][root][INFO] - ---- batch: 060 ---- [2020-11-13 14:14:54,651][root][INFO] - mean box_loss: 0.243960 [2020-11-13 14:14:54,652][root][INFO] - mean center_loss: 0.045898 [2020-11-13 14:14:54,652][root][INFO] - mean heading_cls_loss: 0.854004 [2020-11-13 14:14:54,652][root][INFO] - mean heading_reg_loss: 0.056185 [2020-11-13 14:14:54,652][root][INFO] - mean loss: 5.770508 [2020-11-13 14:14:54,652][root][INFO] - mean neg_ratio: 0.743243 [2020-11-13 14:14:54,652][root][INFO] - mean obj_acc: 0.932613 [2020-11-13 14:14:54,652][root][INFO] - mean objectness_loss: 0.051692 [2020-11-13 14:14:54,652][root][INFO] - mean pos_ratio: 0.127008 [2020-11-13 14:14:54,652][root][INFO] - mean sem_cls_loss: 0.290446 [2020-11-13 14:14:54,652][root][INFO] - mean size_cls_loss: 0.290710 [2020-11-13 14:14:54,652][root][INFO] - mean size_reg_loss: 0.027405 [2020-11-13 14:14:54,652][root][INFO] - mean vote_loss: 0.278200 [2020-11-13 14:15:44,007][root][INFO] - ---- batch: 070 ---- [2020-11-13 14:15:44,014][root][INFO] - mean box_loss: 0.232500 [2020-11-13 14:15:44,015][root][INFO] - mean center_loss: 0.041589 [2020-11-13 14:15:44,016][root][INFO] - mean heading_cls_loss: 0.782748 [2020-11-13 14:15:44,016][root][INFO] - mean heading_reg_loss: 0.051284 [2020-11-13 14:15:44,016][root][INFO] - mean loss: 5.581455 [2020-11-13 14:15:44,016][root][INFO] - mean neg_ratio: 0.743713 [2020-11-13 14:15:44,016][root][INFO] - mean obj_acc: 0.936466 [2020-11-13 14:15:44,016][root][INFO] - mean objectness_loss: 0.049908 [2020-11-13 14:15:44,016][root][INFO] - mean pos_ratio: 0.131622 [2020-11-13 14:15:44,017][root][INFO] - mean sem_cls_loss: 0.360987 [2020-11-13 14:15:44,017][root][INFO] - mean size_cls_loss: 0.361377 [2020-11-13 14:15:44,017][root][INFO] - mean size_reg_loss: 0.025215 [2020-11-13 14:15:44,017][root][INFO] - mean vote_loss: 0.264593 [2020-11-13 14:16:32,203][root][INFO] - ---- batch: 080 ---- [2020-11-13 14:16:32,211][root][INFO] - mean box_loss: 0.227092 [2020-11-13 14:16:32,212][root][INFO] - mean center_loss: 0.040702 [2020-11-13 14:16:32,213][root][INFO] - mean heading_cls_loss: 0.784428 [2020-11-13 14:16:32,213][root][INFO] - mean heading_reg_loss: 0.056125 [2020-11-13 14:16:32,213][root][INFO] - mean loss: 5.419302 [2020-11-13 14:16:32,213][root][INFO] - mean neg_ratio: 0.733960 [2020-11-13 14:16:32,213][root][INFO] - mean obj_acc: 0.942784 [2020-11-13 14:16:32,213][root][INFO] - mean objectness_loss: 0.052293 [2020-11-13 14:16:32,213][root][INFO] - mean pos_ratio: 0.133490 [2020-11-13 14:16:32,213][root][INFO] - mean sem_cls_loss: 0.282752 [2020-11-13 14:16:32,213][root][INFO] - mean size_cls_loss: 0.283314 [2020-11-13 14:16:32,213][root][INFO] - mean size_reg_loss: 0.023491 [2020-11-13 14:16:32,213][root][INFO] - mean vote_loss: 0.260417 [2020-11-13 14:16:46,491][root][INFO] - **** EPOCH 072 **** [2020-11-13 14:16:46,492][root][INFO] - Current learning rate: 0.001000 [2020-11-13 14:16:46,493][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 14:16:46,493][root][INFO] - 2020-11-13 14:16:46.493127 [2020-11-13 14:17:42,105][root][INFO] - ---- batch: 010 ---- [2020-11-13 14:17:42,111][root][INFO] - mean box_loss: 0.236264 [2020-11-13 14:17:42,112][root][INFO] - mean center_loss: 0.042059 [2020-11-13 14:17:42,112][root][INFO] - mean heading_cls_loss: 0.856719 [2020-11-13 14:17:42,112][root][INFO] - mean heading_reg_loss: 0.058870 [2020-11-13 14:17:42,112][root][INFO] - mean loss: 5.545630 [2020-11-13 14:17:42,112][root][INFO] - mean neg_ratio: 0.740472 [2020-11-13 14:17:42,112][root][INFO] - mean obj_acc: 0.937751 [2020-11-13 14:17:42,112][root][INFO] - mean objectness_loss: 0.048722 [2020-11-13 14:17:42,112][root][INFO] - mean pos_ratio: 0.129767 [2020-11-13 14:17:42,112][root][INFO] - mean sem_cls_loss: 0.246624 [2020-11-13 14:17:42,112][root][INFO] - mean size_cls_loss: 0.246438 [2020-11-13 14:17:42,112][root][INFO] - mean size_reg_loss: 0.025020 [2020-11-13 14:17:42,112][root][INFO] - mean vote_loss: 0.269275 [2020-11-13 14:18:34,938][root][INFO] - ---- batch: 020 ---- [2020-11-13 14:18:34,944][root][INFO] - mean box_loss: 0.233945 [2020-11-13 14:18:34,944][root][INFO] - mean center_loss: 0.037942 [2020-11-13 14:18:34,944][root][INFO] - mean heading_cls_loss: 0.864745 [2020-11-13 14:18:34,944][root][INFO] - mean heading_reg_loss: 0.055885 [2020-11-13 14:18:34,944][root][INFO] - mean loss: 5.518777 [2020-11-13 14:18:34,944][root][INFO] - mean neg_ratio: 0.737903 [2020-11-13 14:18:34,944][root][INFO] - mean obj_acc: 0.938688 [2020-11-13 14:18:34,944][root][INFO] - mean objectness_loss: 0.050870 [2020-11-13 14:18:34,944][root][INFO] - mean pos_ratio: 0.129852 [2020-11-13 14:18:34,944][root][INFO] - mean sem_cls_loss: 0.277522 [2020-11-13 14:18:34,944][root][INFO] - mean size_cls_loss: 0.277134 [2020-11-13 14:18:34,945][root][INFO] - mean size_reg_loss: 0.025930 [2020-11-13 14:18:34,945][root][INFO] - mean vote_loss: 0.264746 [2020-11-13 14:19:25,821][root][INFO] - ---- batch: 030 ---- [2020-11-13 14:19:25,827][root][INFO] - mean box_loss: 0.225098 [2020-11-13 14:19:25,827][root][INFO] - mean center_loss: 0.036886 [2020-11-13 14:19:25,827][root][INFO] - mean heading_cls_loss: 0.752237 [2020-11-13 14:19:25,827][root][INFO] - mean heading_reg_loss: 0.060971 [2020-11-13 14:19:25,827][root][INFO] - mean loss: 5.345537 [2020-11-13 14:19:25,827][root][INFO] - mean neg_ratio: 0.721515 [2020-11-13 14:19:25,827][root][INFO] - mean obj_acc: 0.942381 [2020-11-13 14:19:25,827][root][INFO] - mean objectness_loss: 0.049491 [2020-11-13 14:19:25,827][root][INFO] - mean pos_ratio: 0.144360 [2020-11-13 14:19:25,827][root][INFO] - mean sem_cls_loss: 0.272460 [2020-11-13 14:19:25,827][root][INFO] - mean size_cls_loss: 0.272613 [2020-11-13 14:19:25,827][root][INFO] - mean size_reg_loss: 0.024756 [2020-11-13 14:19:25,827][root][INFO] - mean vote_loss: 0.257464 [2020-11-13 14:20:17,694][root][INFO] - ---- batch: 040 ---- [2020-11-13 14:20:17,701][root][INFO] - mean box_loss: 0.226102 [2020-11-13 14:20:17,702][root][INFO] - mean center_loss: 0.044646 [2020-11-13 14:20:17,702][root][INFO] - mean heading_cls_loss: 0.803864 [2020-11-13 14:20:17,702][root][INFO] - mean heading_reg_loss: 0.048796 [2020-11-13 14:20:17,702][root][INFO] - mean loss: 5.386552 [2020-11-13 14:20:17,702][root][INFO] - mean neg_ratio: 0.739557 [2020-11-13 14:20:17,702][root][INFO] - mean obj_acc: 0.935991 [2020-11-13 14:20:17,702][root][INFO] - mean objectness_loss: 0.050479 [2020-11-13 14:20:17,702][root][INFO] - mean pos_ratio: 0.134479 [2020-11-13 14:20:17,702][root][INFO] - mean sem_cls_loss: 0.288235 [2020-11-13 14:20:17,702][root][INFO] - mean size_cls_loss: 0.287453 [2020-11-13 14:20:17,702][root][INFO] - mean size_reg_loss: 0.023528 [2020-11-13 14:20:17,702][root][INFO] - mean vote_loss: 0.258491 [2020-11-13 14:21:08,921][root][INFO] - ---- batch: 050 ---- [2020-11-13 14:21:08,927][root][INFO] - mean box_loss: 0.230459 [2020-11-13 14:21:08,927][root][INFO] - mean center_loss: 0.046862 [2020-11-13 14:21:08,927][root][INFO] - mean heading_cls_loss: 0.809052 [2020-11-13 14:21:08,927][root][INFO] - mean heading_reg_loss: 0.048133 [2020-11-13 14:21:08,927][root][INFO] - mean loss: 5.395430 [2020-11-13 14:21:08,927][root][INFO] - mean neg_ratio: 0.740637 [2020-11-13 14:21:08,927][root][INFO] - mean obj_acc: 0.944171 [2020-11-13 14:21:08,928][root][INFO] - mean objectness_loss: 0.047533 [2020-11-13 14:21:08,928][root][INFO] - mean pos_ratio: 0.129346 [2020-11-13 14:21:08,928][root][INFO] - mean sem_cls_loss: 0.297026 [2020-11-13 14:21:08,928][root][INFO] - mean size_cls_loss: 0.296643 [2020-11-13 14:21:08,928][root][INFO] - mean size_reg_loss: 0.024894 [2020-11-13 14:21:08,928][root][INFO] - mean vote_loss: 0.255615 [2020-11-13 14:22:01,644][root][INFO] - ---- batch: 060 ---- [2020-11-13 14:22:01,651][root][INFO] - mean box_loss: 0.238140 [2020-11-13 14:22:01,651][root][INFO] - mean center_loss: 0.045537 [2020-11-13 14:22:01,651][root][INFO] - mean heading_cls_loss: 0.855992 [2020-11-13 14:22:01,651][root][INFO] - mean heading_reg_loss: 0.057286 [2020-11-13 14:22:01,651][root][INFO] - mean loss: 5.625872 [2020-11-13 14:22:01,651][root][INFO] - mean neg_ratio: 0.764172 [2020-11-13 14:22:01,651][root][INFO] - mean obj_acc: 0.932082 [2020-11-13 14:22:01,651][root][INFO] - mean objectness_loss: 0.052724 [2020-11-13 14:22:01,651][root][INFO] - mean pos_ratio: 0.116779 [2020-11-13 14:22:01,651][root][INFO] - mean sem_cls_loss: 0.256369 [2020-11-13 14:22:01,651][root][INFO] - mean size_cls_loss: 0.256607 [2020-11-13 14:22:01,652][root][INFO] - mean size_reg_loss: 0.024057 [2020-11-13 14:22:01,652][root][INFO] - mean vote_loss: 0.272448 [2020-11-13 14:22:53,676][root][INFO] - ---- batch: 070 ---- [2020-11-13 14:22:53,683][root][INFO] - mean box_loss: 0.224025 [2020-11-13 14:22:53,683][root][INFO] - mean center_loss: 0.040662 [2020-11-13 14:22:53,683][root][INFO] - mean heading_cls_loss: 0.768463 [2020-11-13 14:22:53,684][root][INFO] - mean heading_reg_loss: 0.053700 [2020-11-13 14:22:53,684][root][INFO] - mean loss: 5.455314 [2020-11-13 14:22:53,684][root][INFO] - mean neg_ratio: 0.741229 [2020-11-13 14:22:53,684][root][INFO] - mean obj_acc: 0.944592 [2020-11-13 14:22:53,685][root][INFO] - mean objectness_loss: 0.050016 [2020-11-13 14:22:53,685][root][INFO] - mean pos_ratio: 0.130731 [2020-11-13 14:22:53,685][root][INFO] - mean sem_cls_loss: 0.276176 [2020-11-13 14:22:53,685][root][INFO] - mean size_cls_loss: 0.275548 [2020-11-13 14:22:53,685][root][INFO] - mean size_reg_loss: 0.025262 [2020-11-13 14:22:53,685][root][INFO] - mean vote_loss: 0.268880 [2020-11-13 14:23:42,993][root][INFO] - ---- batch: 080 ---- [2020-11-13 14:23:43,004][root][INFO] - mean box_loss: 0.227263 [2020-11-13 14:23:43,006][root][INFO] - mean center_loss: 0.044100 [2020-11-13 14:23:43,006][root][INFO] - mean heading_cls_loss: 0.761925 [2020-11-13 14:23:43,006][root][INFO] - mean heading_reg_loss: 0.055826 [2020-11-13 14:23:43,007][root][INFO] - mean loss: 5.407632 [2020-11-13 14:23:43,007][root][INFO] - mean neg_ratio: 0.743390 [2020-11-13 14:23:43,007][root][INFO] - mean obj_acc: 0.947153 [2020-11-13 14:23:43,007][root][INFO] - mean objectness_loss: 0.046518 [2020-11-13 14:23:43,007][root][INFO] - mean pos_ratio: 0.129474 [2020-11-13 14:23:43,007][root][INFO] - mean sem_cls_loss: 0.248569 [2020-11-13 14:23:43,007][root][INFO] - mean size_cls_loss: 0.248826 [2020-11-13 14:23:43,007][root][INFO] - mean size_reg_loss: 0.026262 [2020-11-13 14:23:43,007][root][INFO] - mean vote_loss: 0.265385 [2020-11-13 14:23:58,398][root][INFO] - **** EPOCH 073 **** [2020-11-13 14:23:58,401][root][INFO] - Current learning rate: 0.001000 [2020-11-13 14:23:58,401][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 14:23:58,402][root][INFO] - 2020-11-13 14:23:58.401989 [2020-11-13 14:24:55,374][root][INFO] - ---- batch: 010 ---- [2020-11-13 14:24:55,383][root][INFO] - mean box_loss: 0.221211 [2020-11-13 14:24:55,383][root][INFO] - mean center_loss: 0.038584 [2020-11-13 14:24:55,383][root][INFO] - mean heading_cls_loss: 0.758138 [2020-11-13 14:24:55,383][root][INFO] - mean heading_reg_loss: 0.055270 [2020-11-13 14:24:55,383][root][INFO] - mean loss: 5.289047 [2020-11-13 14:24:55,383][root][INFO] - mean neg_ratio: 0.742029 [2020-11-13 14:24:55,383][root][INFO] - mean obj_acc: 0.944265 [2020-11-13 14:24:55,383][root][INFO] - mean objectness_loss: 0.046337 [2020-11-13 14:24:55,383][root][INFO] - mean pos_ratio: 0.132477 [2020-11-13 14:24:55,383][root][INFO] - mean sem_cls_loss: 0.273400 [2020-11-13 14:24:55,384][root][INFO] - mean size_cls_loss: 0.273780 [2020-11-13 14:24:55,384][root][INFO] - mean size_reg_loss: 0.024164 [2020-11-13 14:24:55,384][root][INFO] - mean vote_loss: 0.257185 [2020-11-13 14:25:47,092][root][INFO] - ---- batch: 020 ---- [2020-11-13 14:25:47,097][root][INFO] - mean box_loss: 0.223605 [2020-11-13 14:25:47,097][root][INFO] - mean center_loss: 0.041051 [2020-11-13 14:25:47,097][root][INFO] - mean heading_cls_loss: 0.766323 [2020-11-13 14:25:47,098][root][INFO] - mean heading_reg_loss: 0.057588 [2020-11-13 14:25:47,098][root][INFO] - mean loss: 5.410046 [2020-11-13 14:25:47,098][root][INFO] - mean neg_ratio: 0.724915 [2020-11-13 14:25:47,098][root][INFO] - mean obj_acc: 0.940815 [2020-11-13 14:25:47,098][root][INFO] - mean objectness_loss: 0.052168 [2020-11-13 14:25:47,098][root][INFO] - mean pos_ratio: 0.139368 [2020-11-13 14:25:47,098][root][INFO] - mean sem_cls_loss: 0.256673 [2020-11-13 14:25:47,098][root][INFO] - mean size_cls_loss: 0.256525 [2020-11-13 14:25:47,098][root][INFO] - mean size_reg_loss: 0.022682 [2020-11-13 14:25:47,098][root][INFO] - mean vote_loss: 0.265648 [2020-11-13 14:26:38,260][root][INFO] - ---- batch: 030 ---- [2020-11-13 14:26:38,267][root][INFO] - mean box_loss: 0.231387 [2020-11-13 14:26:38,267][root][INFO] - mean center_loss: 0.041605 [2020-11-13 14:26:38,267][root][INFO] - mean heading_cls_loss: 0.802664 [2020-11-13 14:26:38,267][root][INFO] - mean heading_reg_loss: 0.054591 [2020-11-13 14:26:38,267][root][INFO] - mean loss: 5.616572 [2020-11-13 14:26:38,267][root][INFO] - mean neg_ratio: 0.734119 [2020-11-13 14:26:38,268][root][INFO] - mean obj_acc: 0.930299 [2020-11-13 14:26:38,268][root][INFO] - mean objectness_loss: 0.056209 [2020-11-13 14:26:38,268][root][INFO] - mean pos_ratio: 0.132983 [2020-11-13 14:26:38,268][root][INFO] - mean sem_cls_loss: 0.276413 [2020-11-13 14:26:38,268][root][INFO] - mean size_cls_loss: 0.276880 [2020-11-13 14:26:38,268][root][INFO] - mean size_reg_loss: 0.027237 [2020-11-13 14:26:38,268][root][INFO] - mean vote_loss: 0.274525 [2020-11-13 14:27:29,632][root][INFO] - ---- batch: 040 ---- [2020-11-13 14:27:29,638][root][INFO] - mean box_loss: 0.244048 [2020-11-13 14:27:29,638][root][INFO] - mean center_loss: 0.047696 [2020-11-13 14:27:29,638][root][INFO] - mean heading_cls_loss: 0.828232 [2020-11-13 14:27:29,638][root][INFO] - mean heading_reg_loss: 0.054869 [2020-11-13 14:27:29,639][root][INFO] - mean loss: 5.598151 [2020-11-13 14:27:29,639][root][INFO] - mean neg_ratio: 0.734796 [2020-11-13 14:27:29,639][root][INFO] - mean obj_acc: 0.937308 [2020-11-13 14:27:29,639][root][INFO] - mean objectness_loss: 0.052089 [2020-11-13 14:27:29,639][root][INFO] - mean pos_ratio: 0.134985 [2020-11-13 14:27:29,639][root][INFO] - mean sem_cls_loss: 0.308269 [2020-11-13 14:27:29,639][root][INFO] - mean size_cls_loss: 0.307834 [2020-11-13 14:27:29,639][root][INFO] - mean size_reg_loss: 0.027876 [2020-11-13 14:27:29,639][root][INFO] - mean vote_loss: 0.258896 [2020-11-13 14:28:20,834][root][INFO] - ---- batch: 050 ---- [2020-11-13 14:28:20,839][root][INFO] - mean box_loss: 0.226660 [2020-11-13 14:28:20,839][root][INFO] - mean center_loss: 0.040830 [2020-11-13 14:28:20,839][root][INFO] - mean heading_cls_loss: 0.806841 [2020-11-13 14:28:20,839][root][INFO] - mean heading_reg_loss: 0.050757 [2020-11-13 14:28:20,839][root][INFO] - mean loss: 5.304568 [2020-11-13 14:28:20,839][root][INFO] - mean neg_ratio: 0.740625 [2020-11-13 14:28:20,839][root][INFO] - mean obj_acc: 0.941102 [2020-11-13 14:28:20,839][root][INFO] - mean objectness_loss: 0.048528 [2020-11-13 14:28:20,839][root][INFO] - mean pos_ratio: 0.131805 [2020-11-13 14:28:20,839][root][INFO] - mean sem_cls_loss: 0.306445 [2020-11-13 14:28:20,839][root][INFO] - mean size_cls_loss: 0.306274 [2020-11-13 14:28:20,839][root][INFO] - mean size_reg_loss: 0.023762 [2020-11-13 14:28:20,839][root][INFO] - mean vote_loss: 0.248888 [2020-11-13 14:29:13,259][root][INFO] - ---- batch: 060 ---- [2020-11-13 14:29:13,268][root][INFO] - mean box_loss: 0.241172 [2020-11-13 14:29:13,269][root][INFO] - mean center_loss: 0.048732 [2020-11-13 14:29:13,270][root][INFO] - mean heading_cls_loss: 0.847037 [2020-11-13 14:29:13,270][root][INFO] - mean heading_reg_loss: 0.057387 [2020-11-13 14:29:13,270][root][INFO] - mean loss: 5.495403 [2020-11-13 14:29:13,270][root][INFO] - mean neg_ratio: 0.726556 [2020-11-13 14:29:13,270][root][INFO] - mean obj_acc: 0.946946 [2020-11-13 14:29:13,270][root][INFO] - mean objectness_loss: 0.047617 [2020-11-13 14:29:13,270][root][INFO] - mean pos_ratio: 0.138031 [2020-11-13 14:29:13,270][root][INFO] - mean sem_cls_loss: 0.257358 [2020-11-13 14:29:13,270][root][INFO] - mean size_cls_loss: 0.257580 [2020-11-13 14:29:13,270][root][INFO] - mean size_reg_loss: 0.024592 [2020-11-13 14:29:13,270][root][INFO] - mean vote_loss: 0.258824 [2020-11-13 14:30:05,528][root][INFO] - ---- batch: 070 ---- [2020-11-13 14:30:05,538][root][INFO] - mean box_loss: 0.232025 [2020-11-13 14:30:05,539][root][INFO] - mean center_loss: 0.045746 [2020-11-13 14:30:05,540][root][INFO] - mean heading_cls_loss: 0.774965 [2020-11-13 14:30:05,540][root][INFO] - mean heading_reg_loss: 0.055384 [2020-11-13 14:30:05,540][root][INFO] - mean loss: 5.509899 [2020-11-13 14:30:05,540][root][INFO] - mean neg_ratio: 0.727649 [2020-11-13 14:30:05,540][root][INFO] - mean obj_acc: 0.936980 [2020-11-13 14:30:05,540][root][INFO] - mean objectness_loss: 0.050777 [2020-11-13 14:30:05,540][root][INFO] - mean pos_ratio: 0.138940 [2020-11-13 14:30:05,540][root][INFO] - mean sem_cls_loss: 0.293032 [2020-11-13 14:30:05,540][root][INFO] - mean size_cls_loss: 0.291940 [2020-11-13 14:30:05,540][root][INFO] - mean size_reg_loss: 0.024204 [2020-11-13 14:30:05,540][root][INFO] - mean vote_loss: 0.264273 [2020-11-13 14:30:56,112][root][INFO] - ---- batch: 080 ---- [2020-11-13 14:30:56,121][root][INFO] - mean box_loss: 0.239169 [2020-11-13 14:30:56,121][root][INFO] - mean center_loss: 0.051660 [2020-11-13 14:30:56,122][root][INFO] - mean heading_cls_loss: 0.824323 [2020-11-13 14:30:56,122][root][INFO] - mean heading_reg_loss: 0.052415 [2020-11-13 14:30:56,122][root][INFO] - mean loss: 5.751124 [2020-11-13 14:30:56,122][root][INFO] - mean neg_ratio: 0.740765 [2020-11-13 14:30:56,123][root][INFO] - mean obj_acc: 0.925766 [2020-11-13 14:30:56,123][root][INFO] - mean objectness_loss: 0.057588 [2020-11-13 14:30:56,123][root][INFO] - mean pos_ratio: 0.125488 [2020-11-13 14:30:56,123][root][INFO] - mean sem_cls_loss: 0.280574 [2020-11-13 14:30:56,123][root][INFO] - mean size_cls_loss: 0.280504 [2020-11-13 14:30:56,123][root][INFO] - mean size_reg_loss: 0.024611 [2020-11-13 14:30:56,123][root][INFO] - mean vote_loss: 0.279092 [2020-11-13 14:31:10,387][root][INFO] - **** EPOCH 074 **** [2020-11-13 14:31:10,390][root][INFO] - Current learning rate: 0.001000 [2020-11-13 14:31:10,390][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 14:31:10,390][root][INFO] - 2020-11-13 14:31:10.390855 [2020-11-13 14:32:10,148][root][INFO] - ---- batch: 010 ---- [2020-11-13 14:32:10,184][root][INFO] - mean box_loss: 0.224414 [2020-11-13 14:32:10,184][root][INFO] - mean center_loss: 0.037832 [2020-11-13 14:32:10,184][root][INFO] - mean heading_cls_loss: 0.791708 [2020-11-13 14:32:10,185][root][INFO] - mean heading_reg_loss: 0.053022 [2020-11-13 14:32:10,185][root][INFO] - mean loss: 5.336189 [2020-11-13 14:32:10,185][root][INFO] - mean neg_ratio: 0.738300 [2020-11-13 14:32:10,185][root][INFO] - mean obj_acc: 0.940723 [2020-11-13 14:32:10,185][root][INFO] - mean objectness_loss: 0.046995 [2020-11-13 14:32:10,185][root][INFO] - mean pos_ratio: 0.135730 [2020-11-13 14:32:10,185][root][INFO] - mean sem_cls_loss: 0.303273 [2020-11-13 14:32:10,185][root][INFO] - mean size_cls_loss: 0.303647 [2020-11-13 14:32:10,185][root][INFO] - mean size_reg_loss: 0.024025 [2020-11-13 14:32:10,185][root][INFO] - mean vote_loss: 0.255380 [2020-11-13 14:33:00,232][root][INFO] - ---- batch: 020 ---- [2020-11-13 14:33:00,238][root][INFO] - mean box_loss: 0.227513 [2020-11-13 14:33:00,238][root][INFO] - mean center_loss: 0.040259 [2020-11-13 14:33:00,238][root][INFO] - mean heading_cls_loss: 0.773508 [2020-11-13 14:33:00,238][root][INFO] - mean heading_reg_loss: 0.056895 [2020-11-13 14:33:00,238][root][INFO] - mean loss: 5.406282 [2020-11-13 14:33:00,238][root][INFO] - mean neg_ratio: 0.736444 [2020-11-13 14:33:00,238][root][INFO] - mean obj_acc: 0.940550 [2020-11-13 14:33:00,238][root][INFO] - mean objectness_loss: 0.050464 [2020-11-13 14:33:00,238][root][INFO] - mean pos_ratio: 0.132733 [2020-11-13 14:33:00,238][root][INFO] - mean sem_cls_loss: 0.292060 [2020-11-13 14:33:00,238][root][INFO] - mean size_cls_loss: 0.292455 [2020-11-13 14:33:00,238][root][INFO] - mean size_reg_loss: 0.023762 [2020-11-13 14:33:00,238][root][INFO] - mean vote_loss: 0.258677 [2020-11-13 14:33:51,100][root][INFO] - ---- batch: 030 ---- [2020-11-13 14:33:51,108][root][INFO] - mean box_loss: 0.256250 [2020-11-13 14:33:51,108][root][INFO] - mean center_loss: 0.049067 [2020-11-13 14:33:51,108][root][INFO] - mean heading_cls_loss: 0.904594 [2020-11-13 14:33:51,108][root][INFO] - mean heading_reg_loss: 0.058394 [2020-11-13 14:33:51,108][root][INFO] - mean loss: 5.824753 [2020-11-13 14:33:51,108][root][INFO] - mean neg_ratio: 0.740179 [2020-11-13 14:33:51,108][root][INFO] - mean obj_acc: 0.943655 [2020-11-13 14:33:51,108][root][INFO] - mean objectness_loss: 0.047967 [2020-11-13 14:33:51,108][root][INFO] - mean pos_ratio: 0.132501 [2020-11-13 14:33:51,108][root][INFO] - mean sem_cls_loss: 0.317288 [2020-11-13 14:33:51,108][root][INFO] - mean size_cls_loss: 0.319052 [2020-11-13 14:33:51,108][root][INFO] - mean size_reg_loss: 0.026424 [2020-11-13 14:33:51,109][root][INFO] - mean vote_loss: 0.270513 [2020-11-13 14:34:42,522][root][INFO] - ---- batch: 040 ---- [2020-11-13 14:34:42,533][root][INFO] - mean box_loss: 0.231825 [2020-11-13 14:34:42,533][root][INFO] - mean center_loss: 0.039938 [2020-11-13 14:34:42,533][root][INFO] - mean heading_cls_loss: 0.868258 [2020-11-13 14:34:42,533][root][INFO] - mean heading_reg_loss: 0.050483 [2020-11-13 14:34:42,533][root][INFO] - mean loss: 5.551443 [2020-11-13 14:34:42,533][root][INFO] - mean neg_ratio: 0.745123 [2020-11-13 14:34:42,533][root][INFO] - mean obj_acc: 0.937316 [2020-11-13 14:34:42,533][root][INFO] - mean objectness_loss: 0.053926 [2020-11-13 14:34:42,533][root][INFO] - mean pos_ratio: 0.126385 [2020-11-13 14:34:42,533][root][INFO] - mean sem_cls_loss: 0.298401 [2020-11-13 14:34:42,533][root][INFO] - mean size_cls_loss: 0.298326 [2020-11-13 14:34:42,533][root][INFO] - mean size_reg_loss: 0.024744 [2020-11-13 14:34:42,533][root][INFO] - mean vote_loss: 0.266517 [2020-11-13 14:35:34,304][root][INFO] - ---- batch: 050 ---- [2020-11-13 14:35:34,314][root][INFO] - mean box_loss: 0.237879 [2020-11-13 14:35:34,315][root][INFO] - mean center_loss: 0.041615 [2020-11-13 14:35:34,315][root][INFO] - mean heading_cls_loss: 0.841104 [2020-11-13 14:35:34,315][root][INFO] - mean heading_reg_loss: 0.053575 [2020-11-13 14:35:34,315][root][INFO] - mean loss: 5.687870 [2020-11-13 14:35:34,315][root][INFO] - mean neg_ratio: 0.719379 [2020-11-13 14:35:34,315][root][INFO] - mean obj_acc: 0.939705 [2020-11-13 14:35:34,315][root][INFO] - mean objectness_loss: 0.053381 [2020-11-13 14:35:34,315][root][INFO] - mean pos_ratio: 0.139966 [2020-11-13 14:35:34,315][root][INFO] - mean sem_cls_loss: 0.268827 [2020-11-13 14:35:34,315][root][INFO] - mean size_cls_loss: 0.269140 [2020-11-13 14:35:34,315][root][INFO] - mean size_reg_loss: 0.031664 [2020-11-13 14:35:34,315][root][INFO] - mean vote_loss: 0.277335 [2020-11-13 14:36:25,691][root][INFO] - ---- batch: 060 ---- [2020-11-13 14:36:25,695][root][INFO] - mean box_loss: 0.231006 [2020-11-13 14:36:25,697][root][INFO] - mean center_loss: 0.041327 [2020-11-13 14:36:25,697][root][INFO] - mean heading_cls_loss: 0.862460 [2020-11-13 14:36:25,697][root][INFO] - mean heading_reg_loss: 0.054672 [2020-11-13 14:36:25,697][root][INFO] - mean loss: 5.498073 [2020-11-13 14:36:25,697][root][INFO] - mean neg_ratio: 0.736981 [2020-11-13 14:36:25,697][root][INFO] - mean obj_acc: 0.930530 [2020-11-13 14:36:25,697][root][INFO] - mean objectness_loss: 0.053532 [2020-11-13 14:36:25,697][root][INFO] - mean pos_ratio: 0.130054 [2020-11-13 14:36:25,697][root][INFO] - mean sem_cls_loss: 0.252100 [2020-11-13 14:36:25,697][root][INFO] - mean size_cls_loss: 0.252377 [2020-11-13 14:36:25,697][root][INFO] - mean size_reg_loss: 0.023524 [2020-11-13 14:36:25,697][root][INFO] - mean vote_loss: 0.266825 [2020-11-13 14:37:17,808][root][INFO] - ---- batch: 070 ---- [2020-11-13 14:37:17,814][root][INFO] - mean box_loss: 0.224023 [2020-11-13 14:37:17,815][root][INFO] - mean center_loss: 0.046391 [2020-11-13 14:37:17,815][root][INFO] - mean heading_cls_loss: 0.797568 [2020-11-13 14:37:17,815][root][INFO] - mean heading_reg_loss: 0.049911 [2020-11-13 14:37:17,815][root][INFO] - mean loss: 5.291188 [2020-11-13 14:37:17,815][root][INFO] - mean neg_ratio: 0.734790 [2020-11-13 14:37:17,815][root][INFO] - mean obj_acc: 0.935291 [2020-11-13 14:37:17,815][root][INFO] - mean objectness_loss: 0.053063 [2020-11-13 14:37:17,816][root][INFO] - mean pos_ratio: 0.133258 [2020-11-13 14:37:17,816][root][INFO] - mean sem_cls_loss: 0.254454 [2020-11-13 14:37:17,816][root][INFO] - mean size_cls_loss: 0.254741 [2020-11-13 14:37:17,816][root][INFO] - mean size_reg_loss: 0.022490 [2020-11-13 14:37:17,816][root][INFO] - mean vote_loss: 0.253119 [2020-11-13 14:38:07,251][root][INFO] - ---- batch: 080 ---- [2020-11-13 14:38:07,259][root][INFO] - mean box_loss: 0.237607 [2020-11-13 14:38:07,261][root][INFO] - mean center_loss: 0.052774 [2020-11-13 14:38:07,261][root][INFO] - mean heading_cls_loss: 0.781432 [2020-11-13 14:38:07,261][root][INFO] - mean heading_reg_loss: 0.052251 [2020-11-13 14:38:07,261][root][INFO] - mean loss: 5.739311 [2020-11-13 14:38:07,262][root][INFO] - mean neg_ratio: 0.748273 [2020-11-13 14:38:07,262][root][INFO] - mean obj_acc: 0.937539 [2020-11-13 14:38:07,262][root][INFO] - mean objectness_loss: 0.049145 [2020-11-13 14:38:07,262][root][INFO] - mean pos_ratio: 0.121271 [2020-11-13 14:38:07,262][root][INFO] - mean sem_cls_loss: 0.263119 [2020-11-13 14:38:07,262][root][INFO] - mean size_cls_loss: 0.263390 [2020-11-13 14:38:07,262][root][INFO] - mean size_reg_loss: 0.028100 [2020-11-13 14:38:07,262][root][INFO] - mean vote_loss: 0.285440 [2020-11-13 14:38:19,967][root][INFO] - Eval batch: 0 [2020-11-13 14:38:21,879][root][INFO] - Eval batch: 10 [2020-11-13 14:38:23,689][root][INFO] - Eval batch: 20 [2020-11-13 14:38:25,578][root][INFO] - Eval batch: 30 [2020-11-13 14:38:27,289][root][INFO] - Eval batch: 40 [2020-11-13 14:38:29,092][root][INFO] - Eval batch: 50 [2020-11-13 14:38:30,897][root][INFO] - Eval batch: 60 [2020-11-13 14:38:32,715][root][INFO] - Eval batch: 70 [2020-11-13 14:38:34,484][root][INFO] - 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Eval batch: 4760 [2020-11-13 14:53:55,946][root][INFO] - Eval batch: 4770 [2020-11-13 14:53:57,939][root][INFO] - Eval batch: 4780 [2020-11-13 14:53:59,911][root][INFO] - Eval batch: 4790 [2020-11-13 14:54:01,849][root][INFO] - Eval batch: 4800 [2020-11-13 14:54:03,805][root][INFO] - Eval batch: 4810 [2020-11-13 14:54:05,808][root][INFO] - Eval batch: 4820 [2020-11-13 14:54:07,746][root][INFO] - Eval batch: 4830 [2020-11-13 14:54:09,608][root][INFO] - Eval batch: 4840 [2020-11-13 14:54:11,444][root][INFO] - Eval batch: 4850 [2020-11-13 14:54:13,323][root][INFO] - Eval batch: 4860 [2020-11-13 14:54:15,226][root][INFO] - Eval batch: 4870 [2020-11-13 14:54:17,068][root][INFO] - Eval batch: 4880 [2020-11-13 14:54:18,914][root][INFO] - Eval batch: 4890 [2020-11-13 14:54:20,746][root][INFO] - Eval batch: 4900 [2020-11-13 14:54:22,594][root][INFO] - Eval batch: 4910 [2020-11-13 14:54:24,542][root][INFO] - Eval batch: 4920 [2020-11-13 14:54:26,387][root][INFO] - Eval batch: 4930 [2020-11-13 14:54:28,556][root][INFO] - Eval batch: 4940 [2020-11-13 14:54:30,437][root][INFO] - Eval batch: 4950 [2020-11-13 14:54:32,295][root][INFO] - Eval batch: 4960 [2020-11-13 14:54:34,178][root][INFO] - Eval batch: 4970 [2020-11-13 14:54:36,130][root][INFO] - Eval batch: 4980 [2020-11-13 14:54:37,975][root][INFO] - Eval batch: 4990 [2020-11-13 14:54:39,770][root][INFO] - Eval batch: 5000 [2020-11-13 14:54:41,683][root][INFO] - Eval batch: 5010 [2020-11-13 14:54:43,628][root][INFO] - Eval batch: 5020 [2020-11-13 14:54:45,526][root][INFO] - Eval batch: 5030 [2020-11-13 14:54:47,633][root][INFO] - Eval batch: 5040 [2020-11-13 14:54:49,741][root][INFO] - eval mean box_loss: 0.251430 [2020-11-13 14:54:49,742][root][INFO] - eval mean center_loss: 0.046188 [2020-11-13 14:54:49,743][root][INFO] - eval mean heading_cls_loss: 0.807415 [2020-11-13 14:54:49,743][root][INFO] - eval mean heading_reg_loss: 0.051080 [2020-11-13 14:54:49,744][root][INFO] - eval mean loss: 6.004580 [2020-11-13 14:54:49,744][root][INFO] - eval mean neg_ratio: 0.710821 [2020-11-13 14:54:49,745][root][INFO] - eval mean obj_acc: 0.917834 [2020-11-13 14:54:49,745][root][INFO] - eval mean objectness_loss: 0.082196 [2020-11-13 14:54:49,745][root][INFO] - eval mean pos_ratio: 0.139720 [2020-11-13 14:54:49,746][root][INFO] - eval mean sem_cls_loss: 0.476494 [2020-11-13 14:54:49,746][root][INFO] - eval mean size_cls_loss: 0.476311 [2020-11-13 14:54:49,747][root][INFO] - eval mean size_reg_loss: 0.025789 [2020-11-13 14:54:49,747][root][INFO] - eval mean vote_loss: 0.260281 [2020-11-13 14:56:04,758][root][INFO] - eval bed Average Precision: 0.456072 [2020-11-13 14:56:04,758][root][INFO] - eval table Average Precision: 0.164379 [2020-11-13 14:56:04,758][root][INFO] - eval sofa Average Precision: 0.436651 [2020-11-13 14:56:04,759][root][INFO] - eval chair Average Precision: 0.407985 [2020-11-13 14:56:04,759][root][INFO] - eval toilet Average Precision: 0.388892 [2020-11-13 14:56:04,759][root][INFO] - eval desk Average Precision: 0.041319 [2020-11-13 14:56:04,759][root][INFO] - eval dresser Average Precision: 0.034206 [2020-11-13 14:56:04,759][root][INFO] - eval night_stand Average Precision: 0.124966 [2020-11-13 14:56:04,759][root][INFO] - eval bookshelf Average Precision: 0.009088 [2020-11-13 14:56:04,759][root][INFO] - eval bathtub Average Precision: 0.106656 [2020-11-13 14:56:04,759][root][INFO] - eval mAP: 0.217021 [2020-11-13 14:56:04,759][root][INFO] - eval bed Recall: 0.633517 [2020-11-13 14:56:04,759][root][INFO] - eval table Recall: 0.389366 [2020-11-13 14:56:04,759][root][INFO] - eval sofa Recall: 0.599374 [2020-11-13 14:56:04,759][root][INFO] - eval chair Recall: 0.553133 [2020-11-13 14:56:04,759][root][INFO] - eval toilet Recall: 0.562914 [2020-11-13 14:56:04,759][root][INFO] - eval desk Recall: 0.231677 [2020-11-13 14:56:04,759][root][INFO] - eval dresser Recall: 0.277778 [2020-11-13 14:56:04,759][root][INFO] - eval night_stand Recall: 0.370079 [2020-11-13 14:56:04,759][root][INFO] - eval bookshelf Recall: 0.103679 [2020-11-13 14:56:04,760][root][INFO] - eval bathtub Recall: 0.326923 [2020-11-13 14:56:04,760][root][INFO] - eval AR: 0.404844 [2020-11-13 14:56:04,760][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 14:56:09,186][root][INFO] - **** EPOCH 075 **** [2020-11-13 14:56:09,235][root][INFO] - Current learning rate: 0.001000 [2020-11-13 14:56:09,235][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 14:56:09,235][root][INFO] - 2020-11-13 14:56:09.235723 [2020-11-13 14:57:17,671][root][INFO] - ---- batch: 010 ---- [2020-11-13 14:57:17,684][root][INFO] - mean box_loss: 0.225975 [2020-11-13 14:57:17,685][root][INFO] - mean center_loss: 0.042633 [2020-11-13 14:57:17,685][root][INFO] - mean heading_cls_loss: 0.774859 [2020-11-13 14:57:17,685][root][INFO] - mean heading_reg_loss: 0.052897 [2020-11-13 14:57:17,685][root][INFO] - mean loss: 5.445183 [2020-11-13 14:57:17,685][root][INFO] - mean neg_ratio: 0.727930 [2020-11-13 14:57:17,685][root][INFO] - mean obj_acc: 0.942610 [2020-11-13 14:57:17,685][root][INFO] - mean objectness_loss: 0.052430 [2020-11-13 14:57:17,685][root][INFO] - mean pos_ratio: 0.138824 [2020-11-13 14:57:17,685][root][INFO] - mean sem_cls_loss: 0.279832 [2020-11-13 14:57:17,685][root][INFO] - mean size_cls_loss: 0.279417 [2020-11-13 14:57:17,685][root][INFO] - mean size_reg_loss: 0.025016 [2020-11-13 14:57:17,685][root][INFO] - mean vote_loss: 0.264346 [2020-11-13 14:58:12,172][root][INFO] - ---- batch: 020 ---- [2020-11-13 14:58:12,223][root][INFO] - mean box_loss: 0.228279 [2020-11-13 14:58:12,223][root][INFO] - mean center_loss: 0.043535 [2020-11-13 14:58:12,223][root][INFO] - mean heading_cls_loss: 0.777246 [2020-11-13 14:58:12,223][root][INFO] - mean heading_reg_loss: 0.054881 [2020-11-13 14:58:12,223][root][INFO] - mean loss: 5.357806 [2020-11-13 14:58:12,223][root][INFO] - mean neg_ratio: 0.740308 [2020-11-13 14:58:12,223][root][INFO] - mean obj_acc: 0.929350 [2020-11-13 14:58:12,223][root][INFO] - mean objectness_loss: 0.053390 [2020-11-13 14:58:12,223][root][INFO] - mean pos_ratio: 0.133514 [2020-11-13 14:58:12,223][root][INFO] - mean sem_cls_loss: 0.257270 [2020-11-13 14:58:12,223][root][INFO] - mean size_cls_loss: 0.257620 [2020-11-13 14:58:12,223][root][INFO] - mean size_reg_loss: 0.026377 [2020-11-13 14:58:12,223][root][INFO] - mean vote_loss: 0.255080 [2020-11-13 14:59:06,222][root][INFO] - ---- batch: 030 ---- [2020-11-13 14:59:06,227][root][INFO] - mean box_loss: 0.236754 [2020-11-13 14:59:06,227][root][INFO] - mean center_loss: 0.043243 [2020-11-13 14:59:06,227][root][INFO] - mean heading_cls_loss: 0.812437 [2020-11-13 14:59:06,227][root][INFO] - mean heading_reg_loss: 0.062500 [2020-11-13 14:59:06,227][root][INFO] - mean loss: 5.671532 [2020-11-13 14:59:06,227][root][INFO] - mean neg_ratio: 0.745709 [2020-11-13 14:59:06,227][root][INFO] - mean obj_acc: 0.935061 [2020-11-13 14:59:06,228][root][INFO] - mean objectness_loss: 0.054811 [2020-11-13 14:59:06,228][root][INFO] - mean pos_ratio: 0.127179 [2020-11-13 14:59:06,228][root][INFO] - mean sem_cls_loss: 0.242637 [2020-11-13 14:59:06,228][root][INFO] - mean size_cls_loss: 0.242479 [2020-11-13 14:59:06,228][root][INFO] - mean size_reg_loss: 0.025519 [2020-11-13 14:59:06,228][root][INFO] - mean vote_loss: 0.278730 [2020-11-13 15:00:00,447][root][INFO] - ---- batch: 040 ---- [2020-11-13 15:00:00,453][root][INFO] - mean box_loss: 0.217901 [2020-11-13 15:00:00,453][root][INFO] - mean center_loss: 0.039251 [2020-11-13 15:00:00,453][root][INFO] - mean heading_cls_loss: 0.770806 [2020-11-13 15:00:00,453][root][INFO] - mean heading_reg_loss: 0.050565 [2020-11-13 15:00:00,453][root][INFO] - mean loss: 5.304598 [2020-11-13 15:00:00,453][root][INFO] - mean neg_ratio: 0.739240 [2020-11-13 15:00:00,453][root][INFO] - mean obj_acc: 0.941244 [2020-11-13 15:00:00,453][root][INFO] - mean objectness_loss: 0.051125 [2020-11-13 15:00:00,453][root][INFO] - mean pos_ratio: 0.133075 [2020-11-13 15:00:00,453][root][INFO] - mean sem_cls_loss: 0.264524 [2020-11-13 15:00:00,453][root][INFO] - mean size_cls_loss: 0.264766 [2020-11-13 15:00:00,453][root][INFO] - mean size_reg_loss: 0.024528 [2020-11-13 15:00:00,453][root][INFO] - mean vote_loss: 0.260544 [2020-11-13 15:00:52,316][root][INFO] - ---- batch: 050 ---- [2020-11-13 15:00:52,323][root][INFO] - mean box_loss: 0.222662 [2020-11-13 15:00:52,325][root][INFO] - mean center_loss: 0.040671 [2020-11-13 15:00:52,326][root][INFO] - mean heading_cls_loss: 0.827400 [2020-11-13 15:00:52,326][root][INFO] - mean heading_reg_loss: 0.047399 [2020-11-13 15:00:52,326][root][INFO] - mean loss: 5.343108 [2020-11-13 15:00:52,326][root][INFO] - mean neg_ratio: 0.738873 [2020-11-13 15:00:52,326][root][INFO] - mean obj_acc: 0.940345 [2020-11-13 15:00:52,326][root][INFO] - mean objectness_loss: 0.050972 [2020-11-13 15:00:52,326][root][INFO] - mean pos_ratio: 0.131622 [2020-11-13 15:00:52,326][root][INFO] - mean sem_cls_loss: 0.270310 [2020-11-13 15:00:52,326][root][INFO] - mean size_cls_loss: 0.270383 [2020-11-13 15:00:52,326][root][INFO] - mean size_reg_loss: 0.024814 [2020-11-13 15:00:52,326][root][INFO] - mean vote_loss: 0.259131 [2020-11-13 15:01:43,392][root][INFO] - ---- batch: 060 ---- [2020-11-13 15:01:43,400][root][INFO] - mean box_loss: 0.243039 [2020-11-13 15:01:43,400][root][INFO] - mean center_loss: 0.052274 [2020-11-13 15:01:43,400][root][INFO] - mean heading_cls_loss: 0.847362 [2020-11-13 15:01:43,400][root][INFO] - mean heading_reg_loss: 0.055427 [2020-11-13 15:01:43,400][root][INFO] - mean loss: 5.424149 [2020-11-13 15:01:43,400][root][INFO] - mean neg_ratio: 0.725891 [2020-11-13 15:01:43,401][root][INFO] - mean obj_acc: 0.942030 [2020-11-13 15:01:43,401][root][INFO] - mean objectness_loss: 0.053285 [2020-11-13 15:01:43,401][root][INFO] - mean pos_ratio: 0.142493 [2020-11-13 15:01:43,401][root][INFO] - mean sem_cls_loss: 0.261335 [2020-11-13 15:01:43,401][root][INFO] - mean size_cls_loss: 0.260056 [2020-11-13 15:01:43,401][root][INFO] - mean size_reg_loss: 0.024597 [2020-11-13 15:01:43,401][root][INFO] - mean vote_loss: 0.246600 [2020-11-13 15:02:32,148][root][INFO] - ---- batch: 070 ---- [2020-11-13 15:02:32,155][root][INFO] - mean box_loss: 0.228167 [2020-11-13 15:02:32,156][root][INFO] - mean center_loss: 0.041888 [2020-11-13 15:02:32,156][root][INFO] - mean heading_cls_loss: 0.794660 [2020-11-13 15:02:32,157][root][INFO] - mean heading_reg_loss: 0.051707 [2020-11-13 15:02:32,157][root][INFO] - mean loss: 5.406773 [2020-11-13 15:02:32,157][root][INFO] - mean neg_ratio: 0.735956 [2020-11-13 15:02:32,157][root][INFO] - mean obj_acc: 0.928944 [2020-11-13 15:02:32,157][root][INFO] - mean objectness_loss: 0.053227 [2020-11-13 15:02:32,157][root][INFO] - mean pos_ratio: 0.134137 [2020-11-13 15:02:32,157][root][INFO] - mean sem_cls_loss: 0.310083 [2020-11-13 15:02:32,157][root][INFO] - mean size_cls_loss: 0.309971 [2020-11-13 15:02:32,157][root][INFO] - mean size_reg_loss: 0.024108 [2020-11-13 15:02:32,157][root][INFO] - mean vote_loss: 0.254889 [2020-11-13 15:03:20,295][root][INFO] - ---- batch: 080 ---- [2020-11-13 15:03:20,302][root][INFO] - mean box_loss: 0.235541 [2020-11-13 15:03:20,302][root][INFO] - mean center_loss: 0.042948 [2020-11-13 15:03:20,302][root][INFO] - mean heading_cls_loss: 0.845913 [2020-11-13 15:03:20,303][root][INFO] - mean heading_reg_loss: 0.059881 [2020-11-13 15:03:20,303][root][INFO] - mean loss: 5.462769 [2020-11-13 15:03:20,303][root][INFO] - mean neg_ratio: 0.749091 [2020-11-13 15:03:20,303][root][INFO] - mean obj_acc: 0.927942 [2020-11-13 15:03:20,303][root][INFO] - mean objectness_loss: 0.052902 [2020-11-13 15:03:20,303][root][INFO] - mean pos_ratio: 0.124994 [2020-11-13 15:03:20,303][root][INFO] - mean sem_cls_loss: 0.249848 [2020-11-13 15:03:20,303][root][INFO] - mean size_cls_loss: 0.249289 [2020-11-13 15:03:20,303][root][INFO] - mean size_reg_loss: 0.023191 [2020-11-13 15:03:20,303][root][INFO] - mean vote_loss: 0.259301 [2020-11-13 15:03:33,996][root][INFO] - **** EPOCH 076 **** [2020-11-13 15:03:33,998][root][INFO] - Current learning rate: 0.001000 [2020-11-13 15:03:33,998][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 15:03:33,998][root][INFO] - 2020-11-13 15:03:33.998391 [2020-11-13 15:04:32,068][root][INFO] - ---- batch: 010 ---- [2020-11-13 15:04:32,080][root][INFO] - mean box_loss: 0.226491 [2020-11-13 15:04:32,080][root][INFO] - mean center_loss: 0.039400 [2020-11-13 15:04:32,080][root][INFO] - mean heading_cls_loss: 0.783885 [2020-11-13 15:04:32,080][root][INFO] - mean heading_reg_loss: 0.057542 [2020-11-13 15:04:32,080][root][INFO] - mean loss: 5.343640 [2020-11-13 15:04:32,080][root][INFO] - mean neg_ratio: 0.742725 [2020-11-13 15:04:32,080][root][INFO] - mean obj_acc: 0.943968 [2020-11-13 15:04:32,080][root][INFO] - mean objectness_loss: 0.047257 [2020-11-13 15:04:32,081][root][INFO] - mean pos_ratio: 0.132239 [2020-11-13 15:04:32,081][root][INFO] - mean sem_cls_loss: 0.255926 [2020-11-13 15:04:32,081][root][INFO] - mean size_cls_loss: 0.256701 [2020-11-13 15:04:32,081][root][INFO] - mean size_reg_loss: 0.025491 [2020-11-13 15:04:32,081][root][INFO] - mean vote_loss: 0.258651 [2020-11-13 15:05:22,076][root][INFO] - ---- batch: 020 ---- [2020-11-13 15:05:22,082][root][INFO] - mean box_loss: 0.222617 [2020-11-13 15:05:22,082][root][INFO] - mean center_loss: 0.041035 [2020-11-13 15:05:22,082][root][INFO] - mean heading_cls_loss: 0.753989 [2020-11-13 15:05:22,082][root][INFO] - mean heading_reg_loss: 0.056231 [2020-11-13 15:05:22,083][root][INFO] - mean loss: 5.471992 [2020-11-13 15:05:22,083][root][INFO] - mean neg_ratio: 0.719727 [2020-11-13 15:05:22,083][root][INFO] - mean obj_acc: 0.942584 [2020-11-13 15:05:22,083][root][INFO] - mean objectness_loss: 0.047656 [2020-11-13 15:05:22,083][root][INFO] - mean pos_ratio: 0.140936 [2020-11-13 15:05:22,083][root][INFO] - mean sem_cls_loss: 0.249868 [2020-11-13 15:05:22,083][root][INFO] - mean size_cls_loss: 0.250095 [2020-11-13 15:05:22,083][root][INFO] - mean size_reg_loss: 0.024943 [2020-11-13 15:05:22,083][root][INFO] - mean vote_loss: 0.275768 [2020-11-13 15:06:12,274][root][INFO] - ---- batch: 030 ---- [2020-11-13 15:06:12,280][root][INFO] - mean box_loss: 0.229316 [2020-11-13 15:06:12,280][root][INFO] - mean center_loss: 0.041422 [2020-11-13 15:06:12,280][root][INFO] - mean heading_cls_loss: 0.767494 [2020-11-13 15:06:12,280][root][INFO] - mean heading_reg_loss: 0.057889 [2020-11-13 15:06:12,280][root][INFO] - mean loss: 5.306716 [2020-11-13 15:06:12,280][root][INFO] - mean neg_ratio: 0.736774 [2020-11-13 15:06:12,280][root][INFO] - mean obj_acc: 0.935371 [2020-11-13 15:06:12,280][root][INFO] - mean objectness_loss: 0.051563 [2020-11-13 15:06:12,280][root][INFO] - mean pos_ratio: 0.133795 [2020-11-13 15:06:12,280][root][INFO] - mean sem_cls_loss: 0.286587 [2020-11-13 15:06:12,281][root][INFO] - mean size_cls_loss: 0.286715 [2020-11-13 15:06:12,281][root][INFO] - mean size_reg_loss: 0.024585 [2020-11-13 15:06:12,281][root][INFO] - mean vote_loss: 0.246915 [2020-11-13 15:07:03,457][root][INFO] - ---- batch: 040 ---- [2020-11-13 15:07:03,463][root][INFO] - mean box_loss: 0.226067 [2020-11-13 15:07:03,463][root][INFO] - mean center_loss: 0.044185 [2020-11-13 15:07:03,463][root][INFO] - mean heading_cls_loss: 0.779114 [2020-11-13 15:07:03,463][root][INFO] - mean heading_reg_loss: 0.055163 [2020-11-13 15:07:03,463][root][INFO] - mean loss: 5.425504 [2020-11-13 15:07:03,463][root][INFO] - mean neg_ratio: 0.747327 [2020-11-13 15:07:03,463][root][INFO] - mean obj_acc: 0.934444 [2020-11-13 15:07:03,463][root][INFO] - mean objectness_loss: 0.049422 [2020-11-13 15:07:03,463][root][INFO] - mean pos_ratio: 0.130341 [2020-11-13 15:07:03,463][root][INFO] - mean sem_cls_loss: 0.243108 [2020-11-13 15:07:03,463][root][INFO] - mean size_cls_loss: 0.243336 [2020-11-13 15:07:03,463][root][INFO] - mean size_reg_loss: 0.024473 [2020-11-13 15:07:03,463][root][INFO] - mean vote_loss: 0.267462 [2020-11-13 15:07:54,103][root][INFO] - ---- batch: 050 ---- [2020-11-13 15:07:54,119][root][INFO] - mean box_loss: 0.215288 [2020-11-13 15:07:54,119][root][INFO] - mean center_loss: 0.043624 [2020-11-13 15:07:54,119][root][INFO] - mean heading_cls_loss: 0.697958 [2020-11-13 15:07:54,119][root][INFO] - mean heading_reg_loss: 0.049960 [2020-11-13 15:07:54,119][root][INFO] - mean loss: 5.537637 [2020-11-13 15:07:54,120][root][INFO] - mean neg_ratio: 0.746393 [2020-11-13 15:07:54,120][root][INFO] - mean obj_acc: 0.941110 [2020-11-13 15:07:54,120][root][INFO] - mean objectness_loss: 0.052287 [2020-11-13 15:07:54,120][root][INFO] - mean pos_ratio: 0.127826 [2020-11-13 15:07:54,120][root][INFO] - mean sem_cls_loss: 0.274834 [2020-11-13 15:07:54,120][root][INFO] - mean size_cls_loss: 0.275242 [2020-11-13 15:07:54,120][root][INFO] - mean size_reg_loss: 0.024384 [2020-11-13 15:07:54,120][root][INFO] - mean vote_loss: 0.284849 [2020-11-13 15:08:44,282][root][INFO] - ---- batch: 060 ---- [2020-11-13 15:08:44,291][root][INFO] - mean box_loss: 0.211606 [2020-11-13 15:08:44,291][root][INFO] - mean center_loss: 0.037063 [2020-11-13 15:08:44,292][root][INFO] - mean heading_cls_loss: 0.759009 [2020-11-13 15:08:44,292][root][INFO] - mean heading_reg_loss: 0.052497 [2020-11-13 15:08:44,292][root][INFO] - mean loss: 5.102019 [2020-11-13 15:08:44,292][root][INFO] - mean neg_ratio: 0.724170 [2020-11-13 15:08:44,292][root][INFO] - mean obj_acc: 0.943693 [2020-11-13 15:08:44,292][root][INFO] - mean objectness_loss: 0.051249 [2020-11-13 15:08:44,292][root][INFO] - mean pos_ratio: 0.141278 [2020-11-13 15:08:44,292][root][INFO] - mean sem_cls_loss: 0.234451 [2020-11-13 15:08:44,292][root][INFO] - mean size_cls_loss: 0.234350 [2020-11-13 15:08:44,292][root][INFO] - mean size_reg_loss: 0.022709 [2020-11-13 15:08:44,292][root][INFO] - mean vote_loss: 0.249526 [2020-11-13 15:09:33,169][root][INFO] - ---- batch: 070 ---- [2020-11-13 15:09:33,176][root][INFO] - mean box_loss: 0.242103 [2020-11-13 15:09:33,176][root][INFO] - mean center_loss: 0.045371 [2020-11-13 15:09:33,177][root][INFO] - mean heading_cls_loss: 0.863004 [2020-11-13 15:09:33,177][root][INFO] - mean heading_reg_loss: 0.057051 [2020-11-13 15:09:33,177][root][INFO] - mean loss: 5.610210 [2020-11-13 15:09:33,177][root][INFO] - mean neg_ratio: 0.740967 [2020-11-13 15:09:33,177][root][INFO] - mean obj_acc: 0.919948 [2020-11-13 15:09:33,177][root][INFO] - mean objectness_loss: 0.060708 [2020-11-13 15:09:33,177][root][INFO] - mean pos_ratio: 0.131494 [2020-11-13 15:09:33,177][root][INFO] - mean sem_cls_loss: 0.308142 [2020-11-13 15:09:33,177][root][INFO] - mean size_cls_loss: 0.308043 [2020-11-13 15:09:33,177][root][INFO] - mean size_reg_loss: 0.022576 [2020-11-13 15:09:33,177][root][INFO] - mean vote_loss: 0.257750 [2020-11-13 15:10:22,212][root][INFO] - ---- batch: 080 ---- [2020-11-13 15:10:22,219][root][INFO] - mean box_loss: 0.242888 [2020-11-13 15:10:22,220][root][INFO] - mean center_loss: 0.046929 [2020-11-13 15:10:22,220][root][INFO] - mean heading_cls_loss: 0.805747 [2020-11-13 15:10:22,221][root][INFO] - mean heading_reg_loss: 0.062026 [2020-11-13 15:10:22,221][root][INFO] - mean loss: 5.620960 [2020-11-13 15:10:22,221][root][INFO] - mean neg_ratio: 0.737524 [2020-11-13 15:10:22,221][root][INFO] - mean obj_acc: 0.935541 [2020-11-13 15:10:22,221][root][INFO] - mean objectness_loss: 0.051255 [2020-11-13 15:10:22,221][root][INFO] - mean pos_ratio: 0.135602 [2020-11-13 15:10:22,221][root][INFO] - mean sem_cls_loss: 0.296116 [2020-11-13 15:10:22,221][root][INFO] - mean size_cls_loss: 0.296518 [2020-11-13 15:10:22,221][root][INFO] - mean size_reg_loss: 0.023706 [2020-11-13 15:10:22,221][root][INFO] - mean vote_loss: 0.263969 [2020-11-13 15:10:36,496][root][INFO] - **** EPOCH 077 **** [2020-11-13 15:10:36,497][root][INFO] - Current learning rate: 0.001000 [2020-11-13 15:10:36,498][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 15:10:36,498][root][INFO] - 2020-11-13 15:10:36.498053 [2020-11-13 15:11:31,802][root][INFO] - ---- batch: 010 ---- [2020-11-13 15:11:31,810][root][INFO] - mean box_loss: 0.221738 [2020-11-13 15:11:31,810][root][INFO] - mean center_loss: 0.042572 [2020-11-13 15:11:31,810][root][INFO] - mean heading_cls_loss: 0.740260 [2020-11-13 15:11:31,810][root][INFO] - mean heading_reg_loss: 0.055779 [2020-11-13 15:11:31,810][root][INFO] - mean loss: 5.392943 [2020-11-13 15:11:31,810][root][INFO] - mean neg_ratio: 0.748901 [2020-11-13 15:11:31,811][root][INFO] - mean obj_acc: 0.935547 [2020-11-13 15:11:31,811][root][INFO] - mean objectness_loss: 0.052474 [2020-11-13 15:11:31,811][root][INFO] - mean pos_ratio: 0.125238 [2020-11-13 15:11:31,811][root][INFO] - mean sem_cls_loss: 0.242450 [2020-11-13 15:11:31,811][root][INFO] - mean size_cls_loss: 0.242738 [2020-11-13 15:11:31,811][root][INFO] - mean size_reg_loss: 0.025087 [2020-11-13 15:11:31,811][root][INFO] - mean vote_loss: 0.267074 [2020-11-13 15:12:21,493][root][INFO] - ---- batch: 020 ---- [2020-11-13 15:12:21,498][root][INFO] - mean box_loss: 0.242844 [2020-11-13 15:12:21,498][root][INFO] - mean center_loss: 0.054386 [2020-11-13 15:12:21,498][root][INFO] - mean heading_cls_loss: 0.793208 [2020-11-13 15:12:21,499][root][INFO] - mean heading_reg_loss: 0.055839 [2020-11-13 15:12:21,499][root][INFO] - mean loss: 5.584593 [2020-11-13 15:12:21,499][root][INFO] - mean neg_ratio: 0.732605 [2020-11-13 15:12:21,499][root][INFO] - mean obj_acc: 0.942855 [2020-11-13 15:12:21,499][root][INFO] - mean objectness_loss: 0.050321 [2020-11-13 15:12:21,499][root][INFO] - mean pos_ratio: 0.140082 [2020-11-13 15:12:21,499][root][INFO] - mean sem_cls_loss: 0.282595 [2020-11-13 15:12:21,499][root][INFO] - mean size_cls_loss: 0.282752 [2020-11-13 15:12:21,499][root][INFO] - mean size_reg_loss: 0.025023 [2020-11-13 15:12:21,499][root][INFO] - mean vote_loss: 0.262195 [2020-11-13 15:13:12,582][root][INFO] - ---- batch: 030 ---- [2020-11-13 15:13:12,588][root][INFO] - mean box_loss: 0.232261 [2020-11-13 15:13:12,588][root][INFO] - mean center_loss: 0.045697 [2020-11-13 15:13:12,588][root][INFO] - mean heading_cls_loss: 0.769110 [2020-11-13 15:13:12,588][root][INFO] - mean heading_reg_loss: 0.056418 [2020-11-13 15:13:12,588][root][INFO] - mean loss: 5.577346 [2020-11-13 15:13:12,588][root][INFO] - mean neg_ratio: 0.735547 [2020-11-13 15:13:12,588][root][INFO] - mean obj_acc: 0.928442 [2020-11-13 15:13:12,588][root][INFO] - mean objectness_loss: 0.055475 [2020-11-13 15:13:12,588][root][INFO] - mean pos_ratio: 0.131165 [2020-11-13 15:13:12,589][root][INFO] - mean sem_cls_loss: 0.258594 [2020-11-13 15:13:12,589][root][INFO] - mean size_cls_loss: 0.259161 [2020-11-13 15:13:12,589][root][INFO] - mean size_reg_loss: 0.027319 [2020-11-13 15:13:12,589][root][INFO] - mean vote_loss: 0.271877 [2020-11-13 15:14:04,588][root][INFO] - ---- batch: 040 ---- [2020-11-13 15:14:04,593][root][INFO] - mean box_loss: 0.225229 [2020-11-13 15:14:04,594][root][INFO] - mean center_loss: 0.045225 [2020-11-13 15:14:04,594][root][INFO] - mean heading_cls_loss: 0.785362 [2020-11-13 15:14:04,594][root][INFO] - mean heading_reg_loss: 0.049847 [2020-11-13 15:14:04,594][root][INFO] - mean loss: 5.439606 [2020-11-13 15:14:04,594][root][INFO] - mean neg_ratio: 0.736987 [2020-11-13 15:14:04,594][root][INFO] - mean obj_acc: 0.935211 [2020-11-13 15:14:04,594][root][INFO] - mean objectness_loss: 0.052748 [2020-11-13 15:14:04,594][root][INFO] - mean pos_ratio: 0.135187 [2020-11-13 15:14:04,594][root][INFO] - mean sem_cls_loss: 0.259520 [2020-11-13 15:14:04,594][root][INFO] - mean size_cls_loss: 0.259459 [2020-11-13 15:14:04,594][root][INFO] - mean size_reg_loss: 0.025675 [2020-11-13 15:14:04,594][root][INFO] - mean vote_loss: 0.266405 [2020-11-13 15:14:54,190][root][INFO] - ---- batch: 050 ---- [2020-11-13 15:14:54,204][root][INFO] - mean box_loss: 0.213267 [2020-11-13 15:14:54,205][root][INFO] - mean center_loss: 0.043873 [2020-11-13 15:14:54,205][root][INFO] - mean heading_cls_loss: 0.763568 [2020-11-13 15:14:54,205][root][INFO] - mean heading_reg_loss: 0.047593 [2020-11-13 15:14:54,205][root][INFO] - mean loss: 5.075221 [2020-11-13 15:14:54,205][root][INFO] - mean neg_ratio: 0.735657 [2020-11-13 15:14:54,205][root][INFO] - mean obj_acc: 0.936766 [2020-11-13 15:14:54,205][root][INFO] - mean objectness_loss: 0.050123 [2020-11-13 15:14:54,205][root][INFO] - mean pos_ratio: 0.136731 [2020-11-13 15:14:54,205][root][INFO] - mean sem_cls_loss: 0.231893 [2020-11-13 15:14:54,205][root][INFO] - mean size_cls_loss: 0.231936 [2020-11-13 15:14:54,205][root][INFO] - mean size_reg_loss: 0.022251 [2020-11-13 15:14:54,205][root][INFO] - mean vote_loss: 0.246004 [2020-11-13 15:15:46,497][root][INFO] - ---- batch: 060 ---- [2020-11-13 15:15:46,503][root][INFO] - mean box_loss: 0.238117 [2020-11-13 15:15:46,503][root][INFO] - mean center_loss: 0.042279 [2020-11-13 15:15:46,504][root][INFO] - mean heading_cls_loss: 0.809859 [2020-11-13 15:15:46,504][root][INFO] - mean heading_reg_loss: 0.060489 [2020-11-13 15:15:46,504][root][INFO] - mean loss: 5.590226 [2020-11-13 15:15:46,504][root][INFO] - mean neg_ratio: 0.742004 [2020-11-13 15:15:46,504][root][INFO] - mean obj_acc: 0.933623 [2020-11-13 15:15:46,504][root][INFO] - mean objectness_loss: 0.052893 [2020-11-13 15:15:46,504][root][INFO] - mean pos_ratio: 0.126648 [2020-11-13 15:15:46,504][root][INFO] - mean sem_cls_loss: 0.279433 [2020-11-13 15:15:46,504][root][INFO] - mean size_cls_loss: 0.279562 [2020-11-13 15:15:46,504][root][INFO] - mean size_reg_loss: 0.026407 [2020-11-13 15:15:46,504][root][INFO] - mean vote_loss: 0.266516 [2020-11-13 15:16:35,685][root][INFO] - ---- batch: 070 ---- [2020-11-13 15:16:35,692][root][INFO] - mean box_loss: 0.215356 [2020-11-13 15:16:35,693][root][INFO] - mean center_loss: 0.037895 [2020-11-13 15:16:35,693][root][INFO] - mean heading_cls_loss: 0.803841 [2020-11-13 15:16:35,693][root][INFO] - mean heading_reg_loss: 0.052242 [2020-11-13 15:16:35,693][root][INFO] - mean loss: 5.110974 [2020-11-13 15:16:35,693][root][INFO] - mean neg_ratio: 0.728180 [2020-11-13 15:16:35,693][root][INFO] - mean obj_acc: 0.950405 [2020-11-13 15:16:35,693][root][INFO] - mean objectness_loss: 0.045524 [2020-11-13 15:16:35,693][root][INFO] - mean pos_ratio: 0.139661 [2020-11-13 15:16:35,694][root][INFO] - mean sem_cls_loss: 0.248927 [2020-11-13 15:16:35,694][root][INFO] - mean size_cls_loss: 0.249045 [2020-11-13 15:16:35,694][root][INFO] - mean size_reg_loss: 0.019930 [2020-11-13 15:16:35,694][root][INFO] - mean vote_loss: 0.248086 [2020-11-13 15:17:24,439][root][INFO] - ---- batch: 080 ---- [2020-11-13 15:17:24,446][root][INFO] - mean box_loss: 0.231316 [2020-11-13 15:17:24,448][root][INFO] - mean center_loss: 0.042468 [2020-11-13 15:17:24,448][root][INFO] - mean heading_cls_loss: 0.856979 [2020-11-13 15:17:24,448][root][INFO] - mean heading_reg_loss: 0.052232 [2020-11-13 15:17:24,448][root][INFO] - mean loss: 5.523136 [2020-11-13 15:17:24,448][root][INFO] - mean neg_ratio: 0.721228 [2020-11-13 15:17:24,448][root][INFO] - mean obj_acc: 0.942152 [2020-11-13 15:17:24,448][root][INFO] - mean objectness_loss: 0.054901 [2020-11-13 15:17:24,448][root][INFO] - mean pos_ratio: 0.142914 [2020-11-13 15:17:24,448][root][INFO] - mean sem_cls_loss: 0.257481 [2020-11-13 15:17:24,448][root][INFO] - mean size_cls_loss: 0.256808 [2020-11-13 15:17:24,449][root][INFO] - mean size_reg_loss: 0.025237 [2020-11-13 15:17:24,449][root][INFO] - mean vote_loss: 0.267799 [2020-11-13 15:17:38,580][root][INFO] - **** EPOCH 078 **** [2020-11-13 15:17:38,588][root][INFO] - Current learning rate: 0.001000 [2020-11-13 15:17:38,588][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 15:17:38,588][root][INFO] - 2020-11-13 15:17:38.588328 [2020-11-13 15:18:34,445][root][INFO] - ---- batch: 010 ---- [2020-11-13 15:18:34,452][root][INFO] - mean box_loss: 0.217851 [2020-11-13 15:18:34,452][root][INFO] - mean center_loss: 0.038106 [2020-11-13 15:18:34,452][root][INFO] - mean heading_cls_loss: 0.814681 [2020-11-13 15:18:34,452][root][INFO] - mean heading_reg_loss: 0.049912 [2020-11-13 15:18:34,452][root][INFO] - mean loss: 5.216629 [2020-11-13 15:18:34,452][root][INFO] - mean neg_ratio: 0.727594 [2020-11-13 15:18:34,452][root][INFO] - mean obj_acc: 0.936870 [2020-11-13 15:18:34,452][root][INFO] - mean objectness_loss: 0.050639 [2020-11-13 15:18:34,452][root][INFO] - mean pos_ratio: 0.141241 [2020-11-13 15:18:34,452][root][INFO] - mean sem_cls_loss: 0.233492 [2020-11-13 15:18:34,452][root][INFO] - mean size_cls_loss: 0.233005 [2020-11-13 15:18:34,452][root][INFO] - mean size_reg_loss: 0.025064 [2020-11-13 15:18:34,452][root][INFO] - mean vote_loss: 0.255143 [2020-11-13 15:19:23,708][root][INFO] - ---- batch: 020 ---- [2020-11-13 15:19:23,713][root][INFO] - mean box_loss: 0.221940 [2020-11-13 15:19:23,713][root][INFO] - mean center_loss: 0.037049 [2020-11-13 15:19:23,713][root][INFO] - mean heading_cls_loss: 0.775926 [2020-11-13 15:19:23,713][root][INFO] - mean heading_reg_loss: 0.053893 [2020-11-13 15:19:23,713][root][INFO] - mean loss: 5.246628 [2020-11-13 15:19:23,713][root][INFO] - mean neg_ratio: 0.711322 [2020-11-13 15:19:23,713][root][INFO] - mean obj_acc: 0.940594 [2020-11-13 15:19:23,713][root][INFO] - mean objectness_loss: 0.050647 [2020-11-13 15:19:23,713][root][INFO] - mean pos_ratio: 0.146844 [2020-11-13 15:19:23,713][root][INFO] - mean sem_cls_loss: 0.293287 [2020-11-13 15:19:23,713][root][INFO] - mean size_cls_loss: 0.293334 [2020-11-13 15:19:23,713][root][INFO] - mean size_reg_loss: 0.024073 [2020-11-13 15:19:23,713][root][INFO] - mean vote_loss: 0.248070 [2020-11-13 15:20:13,661][root][INFO] - ---- batch: 030 ---- [2020-11-13 15:20:13,668][root][INFO] - mean box_loss: 0.224843 [2020-11-13 15:20:13,669][root][INFO] - mean center_loss: 0.045378 [2020-11-13 15:20:13,669][root][INFO] - mean heading_cls_loss: 0.797215 [2020-11-13 15:20:13,669][root][INFO] - mean heading_reg_loss: 0.052571 [2020-11-13 15:20:13,669][root][INFO] - mean loss: 5.265800 [2020-11-13 15:20:13,669][root][INFO] - mean neg_ratio: 0.757135 [2020-11-13 15:20:13,669][root][INFO] - mean obj_acc: 0.934362 [2020-11-13 15:20:13,669][root][INFO] - mean objectness_loss: 0.049079 [2020-11-13 15:20:13,669][root][INFO] - mean pos_ratio: 0.122186 [2020-11-13 15:20:13,669][root][INFO] - mean sem_cls_loss: 0.239680 [2020-11-13 15:20:13,669][root][INFO] - mean size_cls_loss: 0.239490 [2020-11-13 15:20:13,669][root][INFO] - mean size_reg_loss: 0.023223 [2020-11-13 15:20:13,669][root][INFO] - mean vote_loss: 0.253230 [2020-11-13 15:21:03,264][root][INFO] - ---- batch: 040 ---- [2020-11-13 15:21:03,269][root][INFO] - mean box_loss: 0.218062 [2020-11-13 15:21:03,269][root][INFO] - mean center_loss: 0.041126 [2020-11-13 15:21:03,270][root][INFO] - mean heading_cls_loss: 0.755837 [2020-11-13 15:21:03,270][root][INFO] - mean heading_reg_loss: 0.048950 [2020-11-13 15:21:03,270][root][INFO] - mean loss: 5.464581 [2020-11-13 15:21:03,270][root][INFO] - mean neg_ratio: 0.726050 [2020-11-13 15:21:03,270][root][INFO] - mean obj_acc: 0.944666 [2020-11-13 15:21:03,270][root][INFO] - mean objectness_loss: 0.052748 [2020-11-13 15:21:03,270][root][INFO] - mean pos_ratio: 0.142065 [2020-11-13 15:21:03,270][root][INFO] - mean sem_cls_loss: 0.275745 [2020-11-13 15:21:03,270][root][INFO] - mean size_cls_loss: 0.275992 [2020-11-13 15:21:03,270][root][INFO] - mean size_reg_loss: 0.024803 [2020-11-13 15:21:03,270][root][INFO] - mean vote_loss: 0.274447 [2020-11-13 15:21:55,289][root][INFO] - ---- batch: 050 ---- [2020-11-13 15:21:55,294][root][INFO] - mean box_loss: 0.246088 [2020-11-13 15:21:55,294][root][INFO] - mean center_loss: 0.046563 [2020-11-13 15:21:55,294][root][INFO] - mean heading_cls_loss: 0.885220 [2020-11-13 15:21:55,294][root][INFO] - mean heading_reg_loss: 0.056380 [2020-11-13 15:21:55,295][root][INFO] - mean loss: 5.663777 [2020-11-13 15:21:55,295][root][INFO] - mean neg_ratio: 0.740741 [2020-11-13 15:21:55,295][root][INFO] - mean obj_acc: 0.931110 [2020-11-13 15:21:55,295][root][INFO] - mean objectness_loss: 0.055817 [2020-11-13 15:21:55,295][root][INFO] - mean pos_ratio: 0.125861 [2020-11-13 15:21:55,295][root][INFO] - mean sem_cls_loss: 0.321002 [2020-11-13 15:21:55,295][root][INFO] - mean size_cls_loss: 0.320100 [2020-11-13 15:21:55,295][root][INFO] - mean size_reg_loss: 0.022613 [2020-11-13 15:21:55,295][root][INFO] - mean vote_loss: 0.260281 [2020-11-13 15:22:47,697][root][INFO] - ---- batch: 060 ---- [2020-11-13 15:22:47,918][root][INFO] - mean box_loss: 0.236671 [2020-11-13 15:22:47,918][root][INFO] - mean center_loss: 0.058255 [2020-11-13 15:22:47,918][root][INFO] - mean heading_cls_loss: 0.744831 [2020-11-13 15:22:47,918][root][INFO] - mean heading_reg_loss: 0.054705 [2020-11-13 15:22:47,918][root][INFO] - mean loss: 5.750126 [2020-11-13 15:22:47,919][root][INFO] - mean neg_ratio: 0.748395 [2020-11-13 15:22:47,919][root][INFO] - mean obj_acc: 0.939496 [2020-11-13 15:22:47,919][root][INFO] - mean objectness_loss: 0.051277 [2020-11-13 15:22:47,919][root][INFO] - mean pos_ratio: 0.122125 [2020-11-13 15:22:47,919][root][INFO] - mean sem_cls_loss: 0.253900 [2020-11-13 15:22:47,919][root][INFO] - mean size_cls_loss: 0.254052 [2020-11-13 15:22:47,919][root][INFO] - mean size_reg_loss: 0.023823 [2020-11-13 15:22:47,919][root][INFO] - mean vote_loss: 0.287313 [2020-11-13 15:23:37,727][root][INFO] - ---- batch: 070 ---- [2020-11-13 15:23:37,733][root][INFO] - mean box_loss: 0.229373 [2020-11-13 15:23:37,734][root][INFO] - mean center_loss: 0.045667 [2020-11-13 15:23:37,734][root][INFO] - mean heading_cls_loss: 0.802917 [2020-11-13 15:23:37,734][root][INFO] - mean heading_reg_loss: 0.052340 [2020-11-13 15:23:37,734][root][INFO] - mean loss: 5.412915 [2020-11-13 15:23:37,734][root][INFO] - mean neg_ratio: 0.736230 [2020-11-13 15:23:37,734][root][INFO] - mean obj_acc: 0.934254 [2020-11-13 15:23:37,734][root][INFO] - mean objectness_loss: 0.055757 [2020-11-13 15:23:37,734][root][INFO] - mean pos_ratio: 0.132056 [2020-11-13 15:23:37,734][root][INFO] - mean sem_cls_loss: 0.264635 [2020-11-13 15:23:37,734][root][INFO] - mean size_cls_loss: 0.264852 [2020-11-13 15:23:37,734][root][INFO] - mean size_reg_loss: 0.024590 [2020-11-13 15:23:37,734][root][INFO] - mean vote_loss: 0.257577 [2020-11-13 15:24:27,498][root][INFO] - ---- batch: 080 ---- [2020-11-13 15:24:27,506][root][INFO] - mean box_loss: 0.241521 [2020-11-13 15:24:27,507][root][INFO] - mean center_loss: 0.054578 [2020-11-13 15:24:27,507][root][INFO] - mean heading_cls_loss: 0.761456 [2020-11-13 15:24:27,507][root][INFO] - mean heading_reg_loss: 0.054943 [2020-11-13 15:24:27,508][root][INFO] - mean loss: 5.721617 [2020-11-13 15:24:27,508][root][INFO] - mean neg_ratio: 0.764441 [2020-11-13 15:24:27,508][root][INFO] - mean obj_acc: 0.930015 [2020-11-13 15:24:27,508][root][INFO] - mean objectness_loss: 0.050768 [2020-11-13 15:24:27,508][root][INFO] - mean pos_ratio: 0.115930 [2020-11-13 15:24:27,508][root][INFO] - mean sem_cls_loss: 0.299191 [2020-11-13 15:24:27,508][root][INFO] - mean size_cls_loss: 0.299699 [2020-11-13 15:24:27,508][root][INFO] - mean size_reg_loss: 0.025884 [2020-11-13 15:24:27,508][root][INFO] - mean vote_loss: 0.275338 [2020-11-13 15:24:41,739][root][INFO] - **** EPOCH 079 **** [2020-11-13 15:24:41,741][root][INFO] - Current learning rate: 0.001000 [2020-11-13 15:24:41,741][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 15:24:41,741][root][INFO] - 2020-11-13 15:24:41.741830 [2020-11-13 15:25:38,577][root][INFO] - ---- batch: 010 ---- [2020-11-13 15:25:38,583][root][INFO] - mean box_loss: 0.242995 [2020-11-13 15:25:38,583][root][INFO] - mean center_loss: 0.045047 [2020-11-13 15:25:38,583][root][INFO] - mean heading_cls_loss: 0.802640 [2020-11-13 15:25:38,583][root][INFO] - mean heading_reg_loss: 0.067452 [2020-11-13 15:25:38,583][root][INFO] - mean loss: 5.696323 [2020-11-13 15:25:38,583][root][INFO] - mean neg_ratio: 0.760321 [2020-11-13 15:25:38,583][root][INFO] - mean obj_acc: 0.937060 [2020-11-13 15:25:38,583][root][INFO] - mean objectness_loss: 0.049232 [2020-11-13 15:25:38,583][root][INFO] - mean pos_ratio: 0.117993 [2020-11-13 15:25:38,583][root][INFO] - mean sem_cls_loss: 0.272420 [2020-11-13 15:25:38,583][root][INFO] - mean size_cls_loss: 0.272112 [2020-11-13 15:25:38,583][root][INFO] - mean size_reg_loss: 0.023020 [2020-11-13 15:25:38,583][root][INFO] - mean vote_loss: 0.274779 [2020-11-13 15:26:28,258][root][INFO] - ---- batch: 020 ---- [2020-11-13 15:26:28,263][root][INFO] - mean box_loss: 0.234486 [2020-11-13 15:26:28,263][root][INFO] - mean center_loss: 0.039065 [2020-11-13 15:26:28,263][root][INFO] - mean heading_cls_loss: 0.786327 [2020-11-13 15:26:28,263][root][INFO] - mean heading_reg_loss: 0.061615 [2020-11-13 15:26:28,263][root][INFO] - mean loss: 5.513999 [2020-11-13 15:26:28,263][root][INFO] - mean neg_ratio: 0.747034 [2020-11-13 15:26:28,263][root][INFO] - mean obj_acc: 0.946421 [2020-11-13 15:26:28,263][root][INFO] - mean objectness_loss: 0.049099 [2020-11-13 15:26:28,264][root][INFO] - mean pos_ratio: 0.129144 [2020-11-13 15:26:28,264][root][INFO] - mean sem_cls_loss: 0.297050 [2020-11-13 15:26:28,264][root][INFO] - mean size_cls_loss: 0.296703 [2020-11-13 15:26:28,264][root][INFO] - mean size_reg_loss: 0.025503 [2020-11-13 15:26:28,264][root][INFO] - mean vote_loss: 0.262659 [2020-11-13 15:27:18,395][root][INFO] - ---- batch: 030 ---- [2020-11-13 15:27:18,408][root][INFO] - mean box_loss: 0.247668 [2020-11-13 15:27:18,408][root][INFO] - mean center_loss: 0.049876 [2020-11-13 15:27:18,408][root][INFO] - mean heading_cls_loss: 0.814365 [2020-11-13 15:27:18,408][root][INFO] - mean heading_reg_loss: 0.059714 [2020-11-13 15:27:18,408][root][INFO] - mean loss: 5.689368 [2020-11-13 15:27:18,408][root][INFO] - mean neg_ratio: 0.746118 [2020-11-13 15:27:18,408][root][INFO] - mean obj_acc: 0.936926 [2020-11-13 15:27:18,408][root][INFO] - mean objectness_loss: 0.052957 [2020-11-13 15:27:18,408][root][INFO] - mean pos_ratio: 0.125323 [2020-11-13 15:27:18,408][root][INFO] - mean sem_cls_loss: 0.288725 [2020-11-13 15:27:18,408][root][INFO] - mean size_cls_loss: 0.288879 [2020-11-13 15:27:18,408][root][INFO] - mean size_reg_loss: 0.027754 [2020-11-13 15:27:18,408][root][INFO] - mean vote_loss: 0.265918 [2020-11-13 15:28:10,696][root][INFO] - ---- batch: 040 ---- [2020-11-13 15:28:10,702][root][INFO] - mean box_loss: 0.234532 [2020-11-13 15:28:10,702][root][INFO] - mean center_loss: 0.042069 [2020-11-13 15:28:10,702][root][INFO] - mean heading_cls_loss: 0.849217 [2020-11-13 15:28:10,702][root][INFO] - mean heading_reg_loss: 0.056446 [2020-11-13 15:28:10,702][root][INFO] - mean loss: 5.508228 [2020-11-13 15:28:10,702][root][INFO] - mean neg_ratio: 0.747137 [2020-11-13 15:28:10,702][root][INFO] - mean obj_acc: 0.933587 [2020-11-13 15:28:10,702][root][INFO] - mean objectness_loss: 0.052896 [2020-11-13 15:28:10,702][root][INFO] - mean pos_ratio: 0.125433 [2020-11-13 15:28:10,702][root][INFO] - mean sem_cls_loss: 0.282251 [2020-11-13 15:28:10,702][root][INFO] - mean size_cls_loss: 0.282871 [2020-11-13 15:28:10,702][root][INFO] - mean size_reg_loss: 0.022808 [2020-11-13 15:28:10,702][root][INFO] - mean vote_loss: 0.261617 [2020-11-13 15:29:02,219][root][INFO] - ---- batch: 050 ---- [2020-11-13 15:29:02,225][root][INFO] - mean box_loss: 0.236159 [2020-11-13 15:29:02,225][root][INFO] - mean center_loss: 0.046950 [2020-11-13 15:29:02,225][root][INFO] - mean heading_cls_loss: 0.775050 [2020-11-13 15:29:02,225][root][INFO] - mean heading_reg_loss: 0.056565 [2020-11-13 15:29:02,225][root][INFO] - mean loss: 5.590590 [2020-11-13 15:29:02,225][root][INFO] - mean neg_ratio: 0.755701 [2020-11-13 15:29:02,225][root][INFO] - mean obj_acc: 0.932247 [2020-11-13 15:29:02,225][root][INFO] - mean objectness_loss: 0.053719 [2020-11-13 15:29:02,225][root][INFO] - mean pos_ratio: 0.123248 [2020-11-13 15:29:02,225][root][INFO] - mean sem_cls_loss: 0.265780 [2020-11-13 15:29:02,225][root][INFO] - mean size_cls_loss: 0.265730 [2020-11-13 15:29:02,225][root][INFO] - mean size_reg_loss: 0.028566 [2020-11-13 15:29:02,225][root][INFO] - mean vote_loss: 0.269462 [2020-11-13 15:29:52,244][root][INFO] - ---- batch: 060 ---- [2020-11-13 15:29:52,250][root][INFO] - mean box_loss: 0.211248 [2020-11-13 15:29:52,250][root][INFO] - mean center_loss: 0.038790 [2020-11-13 15:29:52,251][root][INFO] - mean heading_cls_loss: 0.727289 [2020-11-13 15:29:52,251][root][INFO] - mean heading_reg_loss: 0.049602 [2020-11-13 15:29:52,251][root][INFO] - mean loss: 5.210621 [2020-11-13 15:29:52,251][root][INFO] - mean neg_ratio: 0.749304 [2020-11-13 15:29:52,251][root][INFO] - mean obj_acc: 0.938741 [2020-11-13 15:29:52,251][root][INFO] - mean objectness_loss: 0.051993 [2020-11-13 15:29:52,251][root][INFO] - mean pos_ratio: 0.126917 [2020-11-13 15:29:52,251][root][INFO] - mean sem_cls_loss: 0.248237 [2020-11-13 15:29:52,251][root][INFO] - mean size_cls_loss: 0.248291 [2020-11-13 15:29:52,251][root][INFO] - mean size_reg_loss: 0.025298 [2020-11-13 15:29:52,251][root][INFO] - mean vote_loss: 0.258994 [2020-11-13 15:30:41,245][root][INFO] - ---- batch: 070 ---- [2020-11-13 15:30:41,251][root][INFO] - mean box_loss: 0.227628 [2020-11-13 15:30:41,252][root][INFO] - mean center_loss: 0.049480 [2020-11-13 15:30:41,252][root][INFO] - mean heading_cls_loss: 0.790854 [2020-11-13 15:30:41,253][root][INFO] - mean heading_reg_loss: 0.052917 [2020-11-13 15:30:41,253][root][INFO] - mean loss: 5.434602 [2020-11-13 15:30:41,253][root][INFO] - mean neg_ratio: 0.716486 [2020-11-13 15:30:41,253][root][INFO] - mean obj_acc: 0.943472 [2020-11-13 15:30:41,253][root][INFO] - mean objectness_loss: 0.051862 [2020-11-13 15:30:41,253][root][INFO] - mean pos_ratio: 0.145667 [2020-11-13 15:30:41,253][root][INFO] - mean sem_cls_loss: 0.260184 [2020-11-13 15:30:41,253][root][INFO] - mean size_cls_loss: 0.259189 [2020-11-13 15:30:41,253][root][INFO] - mean size_reg_loss: 0.020226 [2020-11-13 15:30:41,253][root][INFO] - mean vote_loss: 0.263883 [2020-11-13 15:31:30,229][root][INFO] - ---- batch: 080 ---- [2020-11-13 15:31:30,238][root][INFO] - mean box_loss: 0.226862 [2020-11-13 15:31:30,239][root][INFO] - mean center_loss: 0.046237 [2020-11-13 15:31:30,239][root][INFO] - mean heading_cls_loss: 0.786239 [2020-11-13 15:31:30,239][root][INFO] - mean heading_reg_loss: 0.046006 [2020-11-13 15:31:30,239][root][INFO] - mean loss: 5.628668 [2020-11-13 15:31:30,239][root][INFO] - mean neg_ratio: 0.738281 [2020-11-13 15:31:30,239][root][INFO] - mean obj_acc: 0.927673 [2020-11-13 15:31:30,239][root][INFO] - mean objectness_loss: 0.057225 [2020-11-13 15:31:30,239][root][INFO] - mean pos_ratio: 0.132800 [2020-11-13 15:31:30,239][root][INFO] - mean sem_cls_loss: 0.315971 [2020-11-13 15:31:30,239][root][INFO] - mean size_cls_loss: 0.316967 [2020-11-13 15:31:30,240][root][INFO] - mean size_reg_loss: 0.024299 [2020-11-13 15:31:30,240][root][INFO] - mean vote_loss: 0.275796 [2020-11-13 15:31:42,923][root][INFO] - Eval batch: 0 [2020-11-13 15:31:44,731][root][INFO] - Eval batch: 10 [2020-11-13 15:31:46,621][root][INFO] - Eval batch: 20 [2020-11-13 15:31:48,548][root][INFO] - Eval batch: 30 [2020-11-13 15:31:50,411][root][INFO] - Eval batch: 40 [2020-11-13 15:31:52,298][root][INFO] - Eval batch: 50 [2020-11-13 15:31:54,197][root][INFO] - Eval batch: 60 [2020-11-13 15:31:56,057][root][INFO] - Eval batch: 70 [2020-11-13 15:31:57,997][root][INFO] - 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Eval batch: 4940 [2020-11-13 15:46:56,514][root][INFO] - Eval batch: 4950 [2020-11-13 15:46:58,361][root][INFO] - Eval batch: 4960 [2020-11-13 15:47:00,146][root][INFO] - Eval batch: 4970 [2020-11-13 15:47:02,028][root][INFO] - Eval batch: 4980 [2020-11-13 15:47:03,983][root][INFO] - Eval batch: 4990 [2020-11-13 15:47:05,863][root][INFO] - Eval batch: 5000 [2020-11-13 15:47:07,643][root][INFO] - Eval batch: 5010 [2020-11-13 15:47:09,434][root][INFO] - Eval batch: 5020 [2020-11-13 15:47:11,254][root][INFO] - Eval batch: 5030 [2020-11-13 15:47:12,945][root][INFO] - Eval batch: 5040 [2020-11-13 15:47:14,807][root][INFO] - eval mean box_loss: 0.248027 [2020-11-13 15:47:14,808][root][INFO] - eval mean center_loss: 0.047522 [2020-11-13 15:47:14,808][root][INFO] - eval mean heading_cls_loss: 0.798773 [2020-11-13 15:47:14,808][root][INFO] - eval mean heading_reg_loss: 0.046454 [2020-11-13 15:47:14,809][root][INFO] - eval mean loss: 5.992780 [2020-11-13 15:47:14,809][root][INFO] - eval mean neg_ratio: 0.713643 [2020-11-13 15:47:14,810][root][INFO] - eval mean obj_acc: 0.913823 [2020-11-13 15:47:14,810][root][INFO] - eval mean objectness_loss: 0.081175 [2020-11-13 15:47:14,810][root][INFO] - eval mean pos_ratio: 0.141987 [2020-11-13 15:47:14,811][root][INFO] - eval mean sem_cls_loss: 0.493514 [2020-11-13 15:47:14,811][root][INFO] - eval mean size_cls_loss: 0.492827 [2020-11-13 15:47:14,812][root][INFO] - eval mean size_reg_loss: 0.024892 [2020-11-13 15:47:14,812][root][INFO] - eval mean vote_loss: 0.261312 [2020-11-13 15:48:16,618][root][INFO] - eval bed Average Precision: 0.459326 [2020-11-13 15:48:16,619][root][INFO] - eval table Average Precision: 0.132686 [2020-11-13 15:48:16,619][root][INFO] - eval sofa Average Precision: 0.412601 [2020-11-13 15:48:16,619][root][INFO] - eval chair Average Precision: 0.420149 [2020-11-13 15:48:16,620][root][INFO] - eval toilet Average Precision: 0.290953 [2020-11-13 15:48:16,620][root][INFO] - eval desk Average Precision: 0.036477 [2020-11-13 15:48:16,620][root][INFO] - eval dresser Average Precision: 0.073229 [2020-11-13 15:48:16,620][root][INFO] - eval night_stand Average Precision: 0.296616 [2020-11-13 15:48:16,620][root][INFO] - eval bookshelf Average Precision: 0.054251 [2020-11-13 15:48:16,620][root][INFO] - eval bathtub Average Precision: 0.206812 [2020-11-13 15:48:16,620][root][INFO] - eval mAP: 0.238310 [2020-11-13 15:48:16,621][root][INFO] - eval bed Recall: 0.616943 [2020-11-13 15:48:16,621][root][INFO] - eval table Recall: 0.349693 [2020-11-13 15:48:16,621][root][INFO] - eval sofa Recall: 0.569640 [2020-11-13 15:48:16,621][root][INFO] - eval chair Recall: 0.559910 [2020-11-13 15:48:16,621][root][INFO] - eval toilet Recall: 0.523179 [2020-11-13 15:48:16,621][root][INFO] - eval desk Recall: 0.246926 [2020-11-13 15:48:16,621][root][INFO] - eval dresser Recall: 0.324074 [2020-11-13 15:48:16,621][root][INFO] - eval night_stand Recall: 0.519685 [2020-11-13 15:48:16,621][root][INFO] - eval bookshelf Recall: 0.163880 [2020-11-13 15:48:16,621][root][INFO] - eval bathtub Recall: 0.403846 [2020-11-13 15:48:16,621][root][INFO] - eval AR: 0.427778 [2020-11-13 15:48:16,622][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 15:48:18,142][root][INFO] - **** EPOCH 080 **** [2020-11-13 15:48:18,142][root][INFO] - Current learning rate: 0.000100 [2020-11-13 15:48:18,143][root][INFO] - Current BN decay momentum: 0.062500 [2020-11-13 15:48:18,143][root][INFO] - 2020-11-13 15:48:18.143120 [2020-11-13 15:49:14,462][root][INFO] - ---- batch: 010 ---- [2020-11-13 15:49:14,468][root][INFO] - mean box_loss: 0.230028 [2020-11-13 15:49:14,468][root][INFO] - mean center_loss: 0.041537 [2020-11-13 15:49:14,469][root][INFO] - mean heading_cls_loss: 0.788641 [2020-11-13 15:49:14,469][root][INFO] - mean heading_reg_loss: 0.059655 [2020-11-13 15:49:14,469][root][INFO] - mean loss: 5.434740 [2020-11-13 15:49:14,469][root][INFO] - mean neg_ratio: 0.747174 [2020-11-13 15:49:14,469][root][INFO] - mean obj_acc: 0.935321 [2020-11-13 15:49:14,469][root][INFO] - mean objectness_loss: 0.050104 [2020-11-13 15:49:14,469][root][INFO] - mean pos_ratio: 0.129108 [2020-11-13 15:49:14,469][root][INFO] - mean sem_cls_loss: 0.254166 [2020-11-13 15:49:14,469][root][INFO] - mean size_cls_loss: 0.254343 [2020-11-13 15:49:14,469][root][INFO] - mean size_reg_loss: 0.024537 [2020-11-13 15:49:14,469][root][INFO] - mean vote_loss: 0.262978 [2020-11-13 15:50:05,046][root][INFO] - ---- batch: 020 ---- [2020-11-13 15:50:05,051][root][INFO] - mean box_loss: 0.215415 [2020-11-13 15:50:05,051][root][INFO] - mean center_loss: 0.037164 [2020-11-13 15:50:05,051][root][INFO] - mean heading_cls_loss: 0.802592 [2020-11-13 15:50:05,051][root][INFO] - mean heading_reg_loss: 0.048616 [2020-11-13 15:50:05,051][root][INFO] - mean loss: 5.087216 [2020-11-13 15:50:05,051][root][INFO] - mean neg_ratio: 0.719775 [2020-11-13 15:50:05,051][root][INFO] - mean obj_acc: 0.939508 [2020-11-13 15:50:05,051][root][INFO] - mean objectness_loss: 0.052465 [2020-11-13 15:50:05,051][root][INFO] - mean pos_ratio: 0.141101 [2020-11-13 15:50:05,051][root][INFO] - mean sem_cls_loss: 0.242781 [2020-11-13 15:50:05,051][root][INFO] - mean size_cls_loss: 0.242649 [2020-11-13 15:50:05,051][root][INFO] - mean size_reg_loss: 0.025111 [2020-11-13 15:50:05,051][root][INFO] - mean vote_loss: 0.242796 [2020-11-13 15:50:55,725][root][INFO] - ---- batch: 030 ---- [2020-11-13 15:50:55,729][root][INFO] - mean box_loss: 0.215932 [2020-11-13 15:50:55,729][root][INFO] - mean center_loss: 0.044705 [2020-11-13 15:50:55,729][root][INFO] - mean heading_cls_loss: 0.760901 [2020-11-13 15:50:55,729][root][INFO] - mean heading_reg_loss: 0.048536 [2020-11-13 15:50:55,729][root][INFO] - mean loss: 5.144035 [2020-11-13 15:50:55,730][root][INFO] - mean neg_ratio: 0.728571 [2020-11-13 15:50:55,730][root][INFO] - mean obj_acc: 0.934090 [2020-11-13 15:50:55,730][root][INFO] - mean objectness_loss: 0.053512 [2020-11-13 15:50:55,730][root][INFO] - mean pos_ratio: 0.139087 [2020-11-13 15:50:55,730][root][INFO] - mean sem_cls_loss: 0.241788 [2020-11-13 15:50:55,730][root][INFO] - mean size_cls_loss: 0.241267 [2020-11-13 15:50:55,730][root][INFO] - mean size_reg_loss: 0.022475 [2020-11-13 15:50:55,730][root][INFO] - mean vote_loss: 0.247536 [2020-11-13 15:51:47,306][root][INFO] - ---- batch: 040 ---- [2020-11-13 15:51:47,316][root][INFO] - mean box_loss: 0.219419 [2020-11-13 15:51:47,316][root][INFO] - mean center_loss: 0.039795 [2020-11-13 15:51:47,316][root][INFO] - mean heading_cls_loss: 0.768164 [2020-11-13 15:51:47,316][root][INFO] - mean heading_reg_loss: 0.050990 [2020-11-13 15:51:47,316][root][INFO] - mean loss: 5.133318 [2020-11-13 15:51:47,316][root][INFO] - mean neg_ratio: 0.734949 [2020-11-13 15:51:47,316][root][INFO] - mean obj_acc: 0.934569 [2020-11-13 15:51:47,316][root][INFO] - mean objectness_loss: 0.052589 [2020-11-13 15:51:47,316][root][INFO] - mean pos_ratio: 0.137683 [2020-11-13 15:51:47,316][root][INFO] - mean sem_cls_loss: 0.267483 [2020-11-13 15:51:47,316][root][INFO] - mean size_cls_loss: 0.267856 [2020-11-13 15:51:47,316][root][INFO] - mean size_reg_loss: 0.025031 [2020-11-13 15:51:47,316][root][INFO] - mean vote_loss: 0.240870 [2020-11-13 15:52:38,427][root][INFO] - ---- batch: 050 ---- [2020-11-13 15:52:38,432][root][INFO] - mean box_loss: 0.214419 [2020-11-13 15:52:38,433][root][INFO] - mean center_loss: 0.041836 [2020-11-13 15:52:38,433][root][INFO] - mean heading_cls_loss: 0.776035 [2020-11-13 15:52:38,433][root][INFO] - mean heading_reg_loss: 0.049492 [2020-11-13 15:52:38,433][root][INFO] - mean loss: 5.327730 [2020-11-13 15:52:38,433][root][INFO] - mean neg_ratio: 0.732819 [2020-11-13 15:52:38,433][root][INFO] - mean obj_acc: 0.939552 [2020-11-13 15:52:38,433][root][INFO] - mean objectness_loss: 0.049143 [2020-11-13 15:52:38,433][root][INFO] - mean pos_ratio: 0.138892 [2020-11-13 15:52:38,433][root][INFO] - mean sem_cls_loss: 0.241764 [2020-11-13 15:52:38,433][root][INFO] - mean size_cls_loss: 0.241622 [2020-11-13 15:52:38,433][root][INFO] - mean size_reg_loss: 0.021326 [2020-11-13 15:52:38,433][root][INFO] - mean vote_loss: 0.269606 [2020-11-13 15:53:29,391][root][INFO] - ---- batch: 060 ---- [2020-11-13 15:53:29,397][root][INFO] - mean box_loss: 0.224600 [2020-11-13 15:53:29,397][root][INFO] - mean center_loss: 0.043789 [2020-11-13 15:53:29,397][root][INFO] - mean heading_cls_loss: 0.794293 [2020-11-13 15:53:29,397][root][INFO] - mean heading_reg_loss: 0.047269 [2020-11-13 15:53:29,397][root][INFO] - mean loss: 5.291050 [2020-11-13 15:53:29,397][root][INFO] - mean neg_ratio: 0.734198 [2020-11-13 15:53:29,397][root][INFO] - mean obj_acc: 0.934936 [2020-11-13 15:53:29,397][root][INFO] - mean objectness_loss: 0.052575 [2020-11-13 15:53:29,397][root][INFO] - mean pos_ratio: 0.136163 [2020-11-13 15:53:29,397][root][INFO] - mean sem_cls_loss: 0.269260 [2020-11-13 15:53:29,397][root][INFO] - mean size_cls_loss: 0.269893 [2020-11-13 15:53:29,397][root][INFO] - mean size_reg_loss: 0.027124 [2020-11-13 15:53:29,398][root][INFO] - mean vote_loss: 0.251292 [2020-11-13 15:54:18,113][root][INFO] - ---- batch: 070 ---- [2020-11-13 15:54:18,119][root][INFO] - mean box_loss: 0.204338 [2020-11-13 15:54:18,119][root][INFO] - mean center_loss: 0.038252 [2020-11-13 15:54:18,120][root][INFO] - mean heading_cls_loss: 0.702325 [2020-11-13 15:54:18,120][root][INFO] - mean heading_reg_loss: 0.050749 [2020-11-13 15:54:18,120][root][INFO] - mean loss: 4.858920 [2020-11-13 15:54:18,120][root][INFO] - mean neg_ratio: 0.729987 [2020-11-13 15:54:18,120][root][INFO] - mean obj_acc: 0.944847 [2020-11-13 15:54:18,120][root][INFO] - mean objectness_loss: 0.046510 [2020-11-13 15:54:18,120][root][INFO] - mean pos_ratio: 0.142847 [2020-11-13 15:54:18,120][root][INFO] - mean sem_cls_loss: 0.241836 [2020-11-13 15:54:18,120][root][INFO] - mean size_cls_loss: 0.241615 [2020-11-13 15:54:18,120][root][INFO] - mean size_reg_loss: 0.020943 [2020-11-13 15:54:18,120][root][INFO] - mean vote_loss: 0.234115 [2020-11-13 15:55:07,499][root][INFO] - ---- batch: 080 ---- [2020-11-13 15:55:07,513][root][INFO] - mean box_loss: 0.205300 [2020-11-13 15:55:07,513][root][INFO] - mean center_loss: 0.038337 [2020-11-13 15:55:07,514][root][INFO] - mean heading_cls_loss: 0.757016 [2020-11-13 15:55:07,514][root][INFO] - mean heading_reg_loss: 0.045530 [2020-11-13 15:55:07,514][root][INFO] - mean loss: 4.988047 [2020-11-13 15:55:07,514][root][INFO] - mean neg_ratio: 0.745264 [2020-11-13 15:55:07,514][root][INFO] - mean obj_acc: 0.936178 [2020-11-13 15:55:07,514][root][INFO] - mean objectness_loss: 0.051751 [2020-11-13 15:55:07,514][root][INFO] - mean pos_ratio: 0.132501 [2020-11-13 15:55:07,514][root][INFO] - mean sem_cls_loss: 0.255226 [2020-11-13 15:55:07,514][root][INFO] - mean size_cls_loss: 0.255933 [2020-11-13 15:55:07,514][root][INFO] - mean size_reg_loss: 0.020138 [2020-11-13 15:55:07,514][root][INFO] - mean vote_loss: 0.242107 [2020-11-13 15:55:21,112][root][INFO] - **** EPOCH 081 **** [2020-11-13 15:55:21,114][root][INFO] - Current learning rate: 0.000100 [2020-11-13 15:55:21,114][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 15:55:21,114][root][INFO] - 2020-11-13 15:55:21.114162 [2020-11-13 15:56:16,697][root][INFO] - ---- batch: 010 ---- [2020-11-13 15:56:16,702][root][INFO] - mean box_loss: 0.220020 [2020-11-13 15:56:16,702][root][INFO] - mean center_loss: 0.042766 [2020-11-13 15:56:16,703][root][INFO] - mean heading_cls_loss: 0.778101 [2020-11-13 15:56:16,703][root][INFO] - mean heading_reg_loss: 0.047880 [2020-11-13 15:56:16,703][root][INFO] - mean loss: 5.179051 [2020-11-13 15:56:16,703][root][INFO] - mean neg_ratio: 0.744757 [2020-11-13 15:56:16,703][root][INFO] - mean obj_acc: 0.938090 [2020-11-13 15:56:16,703][root][INFO] - mean objectness_loss: 0.047607 [2020-11-13 15:56:16,703][root][INFO] - mean pos_ratio: 0.131799 [2020-11-13 15:56:16,703][root][INFO] - mean sem_cls_loss: 0.266182 [2020-11-13 15:56:16,703][root][INFO] - mean size_cls_loss: 0.266531 [2020-11-13 15:56:16,703][root][INFO] - mean size_reg_loss: 0.024911 [2020-11-13 15:56:16,703][root][INFO] - mean vote_loss: 0.247464 [2020-11-13 15:57:06,351][root][INFO] - ---- batch: 020 ---- [2020-11-13 15:57:06,359][root][INFO] - mean box_loss: 0.219668 [2020-11-13 15:57:06,359][root][INFO] - mean center_loss: 0.045256 [2020-11-13 15:57:06,359][root][INFO] - mean heading_cls_loss: 0.809798 [2020-11-13 15:57:06,359][root][INFO] - mean heading_reg_loss: 0.050607 [2020-11-13 15:57:06,359][root][INFO] - mean loss: 4.894477 [2020-11-13 15:57:06,359][root][INFO] - mean neg_ratio: 0.726440 [2020-11-13 15:57:06,359][root][INFO] - mean obj_acc: 0.938781 [2020-11-13 15:57:06,359][root][INFO] - mean objectness_loss: 0.049966 [2020-11-13 15:57:06,359][root][INFO] - mean pos_ratio: 0.143512 [2020-11-13 15:57:06,359][root][INFO] - mean sem_cls_loss: 0.225731 [2020-11-13 15:57:06,359][root][INFO] - mean size_cls_loss: 0.225788 [2020-11-13 15:57:06,359][root][INFO] - mean size_reg_loss: 0.020246 [2020-11-13 15:57:06,359][root][INFO] - mean vote_loss: 0.222223 [2020-11-13 15:57:56,991][root][INFO] - ---- batch: 030 ---- [2020-11-13 15:57:56,996][root][INFO] - mean box_loss: 0.200821 [2020-11-13 15:57:56,996][root][INFO] - mean center_loss: 0.036066 [2020-11-13 15:57:56,996][root][INFO] - mean heading_cls_loss: 0.728548 [2020-11-13 15:57:56,996][root][INFO] - mean heading_reg_loss: 0.048748 [2020-11-13 15:57:56,996][root][INFO] - mean loss: 4.978248 [2020-11-13 15:57:56,996][root][INFO] - mean neg_ratio: 0.727020 [2020-11-13 15:57:56,996][root][INFO] - mean obj_acc: 0.942054 [2020-11-13 15:57:56,996][root][INFO] - mean objectness_loss: 0.051889 [2020-11-13 15:57:56,996][root][INFO] - mean pos_ratio: 0.143451 [2020-11-13 15:57:56,996][root][INFO] - mean sem_cls_loss: 0.234144 [2020-11-13 15:57:56,997][root][INFO] - mean size_cls_loss: 0.233690 [2020-11-13 15:57:56,997][root][INFO] - mean size_reg_loss: 0.019784 [2020-11-13 15:57:56,997][root][INFO] - mean vote_loss: 0.247645 [2020-11-13 15:58:48,379][root][INFO] - ---- batch: 040 ---- [2020-11-13 15:58:48,389][root][INFO] - mean box_loss: 0.194780 [2020-11-13 15:58:48,389][root][INFO] - mean center_loss: 0.034634 [2020-11-13 15:58:48,389][root][INFO] - mean heading_cls_loss: 0.697289 [2020-11-13 15:58:48,389][root][INFO] - mean heading_reg_loss: 0.046186 [2020-11-13 15:58:48,389][root][INFO] - mean loss: 4.841329 [2020-11-13 15:58:48,389][root][INFO] - mean neg_ratio: 0.729449 [2020-11-13 15:58:48,389][root][INFO] - mean obj_acc: 0.941166 [2020-11-13 15:58:48,389][root][INFO] - mean objectness_loss: 0.051463 [2020-11-13 15:58:48,389][root][INFO] - mean pos_ratio: 0.143170 [2020-11-13 15:58:48,389][root][INFO] - mean sem_cls_loss: 0.223188 [2020-11-13 15:58:48,389][root][INFO] - mean size_cls_loss: 0.223226 [2020-11-13 15:58:48,390][root][INFO] - mean size_reg_loss: 0.021908 [2020-11-13 15:58:48,390][root][INFO] - mean vote_loss: 0.241303 [2020-11-13 15:59:38,464][root][INFO] - ---- batch: 050 ---- [2020-11-13 15:59:38,470][root][INFO] - mean box_loss: 0.203691 [2020-11-13 15:59:38,470][root][INFO] - mean center_loss: 0.041232 [2020-11-13 15:59:38,470][root][INFO] - mean heading_cls_loss: 0.679188 [2020-11-13 15:59:38,470][root][INFO] - mean heading_reg_loss: 0.048965 [2020-11-13 15:59:38,470][root][INFO] - mean loss: 4.832965 [2020-11-13 15:59:38,470][root][INFO] - mean neg_ratio: 0.745313 [2020-11-13 15:59:38,470][root][INFO] - mean obj_acc: 0.939253 [2020-11-13 15:59:38,470][root][INFO] - mean objectness_loss: 0.047559 [2020-11-13 15:59:38,470][root][INFO] - mean pos_ratio: 0.127313 [2020-11-13 15:59:38,470][root][INFO] - mean sem_cls_loss: 0.211776 [2020-11-13 15:59:38,470][root][INFO] - mean size_cls_loss: 0.211619 [2020-11-13 15:59:38,470][root][INFO] - mean size_reg_loss: 0.024413 [2020-11-13 15:59:38,470][root][INFO] - mean vote_loss: 0.234648 [2020-11-13 16:00:30,495][root][INFO] - ---- batch: 060 ---- [2020-11-13 16:00:30,508][root][INFO] - mean box_loss: 0.198558 [2020-11-13 16:00:30,509][root][INFO] - mean center_loss: 0.036610 [2020-11-13 16:00:30,509][root][INFO] - mean heading_cls_loss: 0.726941 [2020-11-13 16:00:30,509][root][INFO] - mean heading_reg_loss: 0.045104 [2020-11-13 16:00:30,509][root][INFO] - mean loss: 4.863626 [2020-11-13 16:00:30,509][root][INFO] - mean neg_ratio: 0.727063 [2020-11-13 16:00:30,509][root][INFO] - mean obj_acc: 0.938974 [2020-11-13 16:00:30,509][root][INFO] - mean objectness_loss: 0.053371 [2020-11-13 16:00:30,509][root][INFO] - mean pos_ratio: 0.140564 [2020-11-13 16:00:30,509][root][INFO] - mean sem_cls_loss: 0.202892 [2020-11-13 16:00:30,509][root][INFO] - mean size_cls_loss: 0.202890 [2020-11-13 16:00:30,509][root][INFO] - mean size_reg_loss: 0.023861 [2020-11-13 16:00:30,509][root][INFO] - mean vote_loss: 0.240830 [2020-11-13 16:01:21,261][root][INFO] - ---- batch: 070 ---- [2020-11-13 16:01:21,277][root][INFO] - mean box_loss: 0.206407 [2020-11-13 16:01:21,278][root][INFO] - mean center_loss: 0.043598 [2020-11-13 16:01:21,278][root][INFO] - mean heading_cls_loss: 0.728602 [2020-11-13 16:01:21,278][root][INFO] - mean heading_reg_loss: 0.044250 [2020-11-13 16:01:21,279][root][INFO] - mean loss: 4.843454 [2020-11-13 16:01:21,279][root][INFO] - mean neg_ratio: 0.729797 [2020-11-13 16:01:21,279][root][INFO] - mean obj_acc: 0.939527 [2020-11-13 16:01:21,279][root][INFO] - mean objectness_loss: 0.051481 [2020-11-13 16:01:21,279][root][INFO] - mean pos_ratio: 0.145764 [2020-11-13 16:01:21,279][root][INFO] - mean sem_cls_loss: 0.230678 [2020-11-13 16:01:21,279][root][INFO] - mean size_cls_loss: 0.230806 [2020-11-13 16:01:21,279][root][INFO] - mean size_reg_loss: 0.022619 [2020-11-13 16:01:21,279][root][INFO] - mean vote_loss: 0.229130 [2020-11-13 16:02:10,072][root][INFO] - ---- batch: 080 ---- [2020-11-13 16:02:10,088][root][INFO] - mean box_loss: 0.210996 [2020-11-13 16:02:10,090][root][INFO] - mean center_loss: 0.036919 [2020-11-13 16:02:10,090][root][INFO] - mean heading_cls_loss: 0.764242 [2020-11-13 16:02:10,090][root][INFO] - mean heading_reg_loss: 0.048596 [2020-11-13 16:02:10,090][root][INFO] - mean loss: 5.142892 [2020-11-13 16:02:10,091][root][INFO] - mean neg_ratio: 0.745319 [2020-11-13 16:02:10,091][root][INFO] - mean obj_acc: 0.931771 [2020-11-13 16:02:10,091][root][INFO] - mean objectness_loss: 0.051460 [2020-11-13 16:02:10,091][root][INFO] - mean pos_ratio: 0.132361 [2020-11-13 16:02:10,091][root][INFO] - mean sem_cls_loss: 0.248461 [2020-11-13 16:02:10,091][root][INFO] - mean size_cls_loss: 0.248827 [2020-11-13 16:02:10,091][root][INFO] - mean size_reg_loss: 0.024175 [2020-11-13 16:02:10,091][root][INFO] - mean vote_loss: 0.252717 [2020-11-13 16:02:24,029][root][INFO] - **** EPOCH 082 **** [2020-11-13 16:02:24,032][root][INFO] - Current learning rate: 0.000100 [2020-11-13 16:02:24,032][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 16:02:24,032][root][INFO] - 2020-11-13 16:02:24.032236 [2020-11-13 16:03:20,654][root][INFO] - ---- batch: 010 ---- [2020-11-13 16:03:20,663][root][INFO] - mean box_loss: 0.204719 [2020-11-13 16:03:20,663][root][INFO] - mean center_loss: 0.040235 [2020-11-13 16:03:20,664][root][INFO] - mean heading_cls_loss: 0.718347 [2020-11-13 16:03:20,664][root][INFO] - mean heading_reg_loss: 0.049476 [2020-11-13 16:03:20,664][root][INFO] - mean loss: 4.931202 [2020-11-13 16:03:20,664][root][INFO] - mean neg_ratio: 0.718286 [2020-11-13 16:03:20,664][root][INFO] - mean obj_acc: 0.941420 [2020-11-13 16:03:20,664][root][INFO] - mean objectness_loss: 0.051674 [2020-11-13 16:03:20,664][root][INFO] - mean pos_ratio: 0.146429 [2020-11-13 16:03:20,664][root][INFO] - mean sem_cls_loss: 0.218236 [2020-11-13 16:03:20,664][root][INFO] - mean size_cls_loss: 0.218474 [2020-11-13 16:03:20,664][root][INFO] - mean size_reg_loss: 0.021326 [2020-11-13 16:03:20,664][root][INFO] - mean vote_loss: 0.240741 [2020-11-13 16:04:11,026][root][INFO] - ---- batch: 020 ---- [2020-11-13 16:04:11,033][root][INFO] - mean box_loss: 0.204705 [2020-11-13 16:04:11,033][root][INFO] - mean center_loss: 0.036078 [2020-11-13 16:04:11,033][root][INFO] - mean heading_cls_loss: 0.752295 [2020-11-13 16:04:11,033][root][INFO] - mean heading_reg_loss: 0.051039 [2020-11-13 16:04:11,033][root][INFO] - mean loss: 4.766007 [2020-11-13 16:04:11,033][root][INFO] - mean neg_ratio: 0.732184 [2020-11-13 16:04:11,033][root][INFO] - mean obj_acc: 0.941888 [2020-11-13 16:04:11,033][root][INFO] - mean objectness_loss: 0.048764 [2020-11-13 16:04:11,033][root][INFO] - mean pos_ratio: 0.138629 [2020-11-13 16:04:11,033][root][INFO] - mean sem_cls_loss: 0.205052 [2020-11-13 16:04:11,033][root][INFO] - mean size_cls_loss: 0.205402 [2020-11-13 16:04:11,034][root][INFO] - mean size_reg_loss: 0.021818 [2020-11-13 16:04:11,034][root][INFO] - mean vote_loss: 0.227009 [2020-11-13 16:05:01,391][root][INFO] - ---- batch: 030 ---- [2020-11-13 16:05:01,395][root][INFO] - mean box_loss: 0.214476 [2020-11-13 16:05:01,396][root][INFO] - mean center_loss: 0.037384 [2020-11-13 16:05:01,396][root][INFO] - mean heading_cls_loss: 0.807315 [2020-11-13 16:05:01,396][root][INFO] - mean heading_reg_loss: 0.046285 [2020-11-13 16:05:01,396][root][INFO] - mean loss: 5.135680 [2020-11-13 16:05:01,396][root][INFO] - mean neg_ratio: 0.724310 [2020-11-13 16:05:01,396][root][INFO] - mean obj_acc: 0.938197 [2020-11-13 16:05:01,396][root][INFO] - mean objectness_loss: 0.052332 [2020-11-13 16:05:01,396][root][INFO] - mean pos_ratio: 0.145599 [2020-11-13 16:05:01,396][root][INFO] - mean sem_cls_loss: 0.238840 [2020-11-13 16:05:01,396][root][INFO] - mean size_cls_loss: 0.239712 [2020-11-13 16:05:01,396][root][INFO] - mean size_reg_loss: 0.026105 [2020-11-13 16:05:01,396][root][INFO] - mean vote_loss: 0.249042 [2020-11-13 16:05:52,262][root][INFO] - ---- batch: 040 ---- [2020-11-13 16:05:52,268][root][INFO] - mean box_loss: 0.205195 [2020-11-13 16:05:52,268][root][INFO] - mean center_loss: 0.040070 [2020-11-13 16:05:52,268][root][INFO] - mean heading_cls_loss: 0.744598 [2020-11-13 16:05:52,268][root][INFO] - mean heading_reg_loss: 0.044793 [2020-11-13 16:05:52,268][root][INFO] - mean loss: 4.931247 [2020-11-13 16:05:52,268][root][INFO] - mean neg_ratio: 0.727039 [2020-11-13 16:05:52,268][root][INFO] - mean obj_acc: 0.939137 [2020-11-13 16:05:52,268][root][INFO] - mean objectness_loss: 0.051057 [2020-11-13 16:05:52,268][root][INFO] - mean pos_ratio: 0.145990 [2020-11-13 16:05:52,268][root][INFO] - mean sem_cls_loss: 0.251580 [2020-11-13 16:05:52,268][root][INFO] - mean size_cls_loss: 0.251220 [2020-11-13 16:05:52,268][root][INFO] - mean size_reg_loss: 0.020750 [2020-11-13 16:05:52,268][root][INFO] - mean vote_loss: 0.237243 [2020-11-13 16:06:42,712][root][INFO] - ---- batch: 050 ---- [2020-11-13 16:06:42,717][root][INFO] - mean box_loss: 0.194276 [2020-11-13 16:06:42,718][root][INFO] - mean center_loss: 0.032537 [2020-11-13 16:06:42,718][root][INFO] - mean heading_cls_loss: 0.667720 [2020-11-13 16:06:42,719][root][INFO] - mean heading_reg_loss: 0.049346 [2020-11-13 16:06:42,719][root][INFO] - mean loss: 4.669638 [2020-11-13 16:06:42,719][root][INFO] - mean neg_ratio: 0.742487 [2020-11-13 16:06:42,719][root][INFO] - mean obj_acc: 0.936545 [2020-11-13 16:06:42,719][root][INFO] - mean objectness_loss: 0.048459 [2020-11-13 16:06:42,719][root][INFO] - mean pos_ratio: 0.131708 [2020-11-13 16:06:42,719][root][INFO] - mean sem_cls_loss: 0.247795 [2020-11-13 16:06:42,719][root][INFO] - mean size_cls_loss: 0.247781 [2020-11-13 16:06:42,719][root][INFO] - mean size_reg_loss: 0.020842 [2020-11-13 16:06:42,720][root][INFO] - mean vote_loss: 0.223679 [2020-11-13 16:07:34,677][root][INFO] - ---- batch: 060 ---- [2020-11-13 16:07:34,682][root][INFO] - mean box_loss: 0.207664 [2020-11-13 16:07:34,683][root][INFO] - mean center_loss: 0.039884 [2020-11-13 16:07:34,683][root][INFO] - mean heading_cls_loss: 0.730418 [2020-11-13 16:07:34,683][root][INFO] - mean heading_reg_loss: 0.045759 [2020-11-13 16:07:34,683][root][INFO] - mean loss: 5.089538 [2020-11-13 16:07:34,683][root][INFO] - mean neg_ratio: 0.756226 [2020-11-13 16:07:34,683][root][INFO] - mean obj_acc: 0.938896 [2020-11-13 16:07:34,683][root][INFO] - mean objectness_loss: 0.045951 [2020-11-13 16:07:34,683][root][INFO] - mean pos_ratio: 0.125226 [2020-11-13 16:07:34,683][root][INFO] - mean sem_cls_loss: 0.243236 [2020-11-13 16:07:34,683][root][INFO] - mean size_cls_loss: 0.243358 [2020-11-13 16:07:34,683][root][INFO] - mean size_reg_loss: 0.024644 [2020-11-13 16:07:34,683][root][INFO] - mean vote_loss: 0.253990 [2020-11-13 16:08:24,324][root][INFO] - ---- batch: 070 ---- [2020-11-13 16:08:24,332][root][INFO] - mean box_loss: 0.201512 [2020-11-13 16:08:24,332][root][INFO] - mean center_loss: 0.039320 [2020-11-13 16:08:24,332][root][INFO] - mean heading_cls_loss: 0.723763 [2020-11-13 16:08:24,333][root][INFO] - mean heading_reg_loss: 0.043399 [2020-11-13 16:08:24,333][root][INFO] - mean loss: 4.716897 [2020-11-13 16:08:24,333][root][INFO] - mean neg_ratio: 0.734827 [2020-11-13 16:08:24,333][root][INFO] - mean obj_acc: 0.940802 [2020-11-13 16:08:24,333][root][INFO] - mean objectness_loss: 0.049371 [2020-11-13 16:08:24,333][root][INFO] - mean pos_ratio: 0.142242 [2020-11-13 16:08:24,333][root][INFO] - mean sem_cls_loss: 0.241003 [2020-11-13 16:08:24,333][root][INFO] - mean size_cls_loss: 0.241286 [2020-11-13 16:08:24,333][root][INFO] - mean size_reg_loss: 0.022288 [2020-11-13 16:08:24,333][root][INFO] - mean vote_loss: 0.221392 [2020-11-13 16:09:12,467][root][INFO] - ---- batch: 080 ---- [2020-11-13 16:09:12,473][root][INFO] - mean box_loss: 0.217770 [2020-11-13 16:09:12,473][root][INFO] - mean center_loss: 0.052403 [2020-11-13 16:09:12,474][root][INFO] - mean heading_cls_loss: 0.723817 [2020-11-13 16:09:12,474][root][INFO] - mean heading_reg_loss: 0.046272 [2020-11-13 16:09:12,474][root][INFO] - mean loss: 5.129740 [2020-11-13 16:09:12,474][root][INFO] - mean neg_ratio: 0.731989 [2020-11-13 16:09:12,474][root][INFO] - mean obj_acc: 0.946050 [2020-11-13 16:09:12,474][root][INFO] - mean objectness_loss: 0.046880 [2020-11-13 16:09:12,474][root][INFO] - mean pos_ratio: 0.138715 [2020-11-13 16:09:12,474][root][INFO] - mean sem_cls_loss: 0.229062 [2020-11-13 16:09:12,474][root][INFO] - mean size_cls_loss: 0.229401 [2020-11-13 16:09:12,474][root][INFO] - mean size_reg_loss: 0.023773 [2020-11-13 16:09:12,474][root][INFO] - mean vote_loss: 0.248858 [2020-11-13 16:09:26,937][root][INFO] - **** EPOCH 083 **** [2020-11-13 16:09:26,941][root][INFO] - Current learning rate: 0.000100 [2020-11-13 16:09:26,941][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 16:09:26,941][root][INFO] - 2020-11-13 16:09:26.941180 [2020-11-13 16:10:23,502][root][INFO] - ---- batch: 010 ---- [2020-11-13 16:10:23,509][root][INFO] - mean box_loss: 0.210800 [2020-11-13 16:10:23,510][root][INFO] - mean center_loss: 0.034760 [2020-11-13 16:10:23,510][root][INFO] - mean heading_cls_loss: 0.811298 [2020-11-13 16:10:23,510][root][INFO] - mean heading_reg_loss: 0.048541 [2020-11-13 16:10:23,510][root][INFO] - mean loss: 4.883118 [2020-11-13 16:10:23,510][root][INFO] - mean neg_ratio: 0.730292 [2020-11-13 16:10:23,510][root][INFO] - mean obj_acc: 0.941097 [2020-11-13 16:10:23,510][root][INFO] - mean objectness_loss: 0.052649 [2020-11-13 16:10:23,510][root][INFO] - mean pos_ratio: 0.143402 [2020-11-13 16:10:23,510][root][INFO] - mean sem_cls_loss: 0.235755 [2020-11-13 16:10:23,510][root][INFO] - mean size_cls_loss: 0.235403 [2020-11-13 16:10:23,510][root][INFO] - mean size_reg_loss: 0.022829 [2020-11-13 16:10:23,510][root][INFO] - mean vote_loss: 0.227612 [2020-11-13 16:11:13,483][root][INFO] - ---- batch: 020 ---- [2020-11-13 16:11:13,491][root][INFO] - mean box_loss: 0.202086 [2020-11-13 16:11:13,491][root][INFO] - mean center_loss: 0.036556 [2020-11-13 16:11:13,492][root][INFO] - mean heading_cls_loss: 0.722670 [2020-11-13 16:11:13,492][root][INFO] - mean heading_reg_loss: 0.048832 [2020-11-13 16:11:13,492][root][INFO] - mean loss: 4.909768 [2020-11-13 16:11:13,492][root][INFO] - mean neg_ratio: 0.737286 [2020-11-13 16:11:13,492][root][INFO] - mean obj_acc: 0.942497 [2020-11-13 16:11:13,492][root][INFO] - mean objectness_loss: 0.047801 [2020-11-13 16:11:13,492][root][INFO] - mean pos_ratio: 0.137787 [2020-11-13 16:11:13,492][root][INFO] - mean sem_cls_loss: 0.222620 [2020-11-13 16:11:13,492][root][INFO] - mean size_cls_loss: 0.222367 [2020-11-13 16:11:13,492][root][INFO] - mean size_reg_loss: 0.022194 [2020-11-13 16:11:13,492][root][INFO] - mean vote_loss: 0.242729 [2020-11-13 16:12:04,050][root][INFO] - ---- batch: 030 ---- [2020-11-13 16:12:04,056][root][INFO] - mean box_loss: 0.204043 [2020-11-13 16:12:04,056][root][INFO] - mean center_loss: 0.036043 [2020-11-13 16:12:04,056][root][INFO] - mean heading_cls_loss: 0.730201 [2020-11-13 16:12:04,056][root][INFO] - mean heading_reg_loss: 0.049279 [2020-11-13 16:12:04,056][root][INFO] - mean loss: 4.917051 [2020-11-13 16:12:04,056][root][INFO] - mean neg_ratio: 0.740552 [2020-11-13 16:12:04,056][root][INFO] - mean obj_acc: 0.941112 [2020-11-13 16:12:04,056][root][INFO] - mean objectness_loss: 0.046140 [2020-11-13 16:12:04,057][root][INFO] - mean pos_ratio: 0.136572 [2020-11-13 16:12:04,057][root][INFO] - mean sem_cls_loss: 0.217799 [2020-11-13 16:12:04,057][root][INFO] - mean size_cls_loss: 0.218045 [2020-11-13 16:12:04,057][root][INFO] - mean size_reg_loss: 0.023897 [2020-11-13 16:12:04,057][root][INFO] - mean vote_loss: 0.242812 [2020-11-13 16:12:54,969][root][INFO] - ---- batch: 040 ---- [2020-11-13 16:12:54,980][root][INFO] - mean box_loss: 0.192375 [2020-11-13 16:12:54,980][root][INFO] - mean center_loss: 0.037689 [2020-11-13 16:12:54,980][root][INFO] - mean heading_cls_loss: 0.680549 [2020-11-13 16:12:54,980][root][INFO] - mean heading_reg_loss: 0.042569 [2020-11-13 16:12:54,980][root][INFO] - mean loss: 4.718544 [2020-11-13 16:12:54,980][root][INFO] - mean neg_ratio: 0.735175 [2020-11-13 16:12:54,980][root][INFO] - mean obj_acc: 0.948424 [2020-11-13 16:12:54,980][root][INFO] - mean objectness_loss: 0.043320 [2020-11-13 16:12:54,980][root][INFO] - mean pos_ratio: 0.138202 [2020-11-13 16:12:54,980][root][INFO] - mean sem_cls_loss: 0.232312 [2020-11-13 16:12:54,980][root][INFO] - mean size_cls_loss: 0.232327 [2020-11-13 16:12:54,980][root][INFO] - mean size_reg_loss: 0.020829 [2020-11-13 16:12:54,981][root][INFO] - mean vote_loss: 0.234588 [2020-11-13 16:13:46,575][root][INFO] - ---- batch: 050 ---- [2020-11-13 16:13:46,580][root][INFO] - mean box_loss: 0.216489 [2020-11-13 16:13:46,580][root][INFO] - mean center_loss: 0.044384 [2020-11-13 16:13:46,580][root][INFO] - mean heading_cls_loss: 0.759020 [2020-11-13 16:13:46,581][root][INFO] - mean heading_reg_loss: 0.051617 [2020-11-13 16:13:46,581][root][INFO] - mean loss: 5.022758 [2020-11-13 16:13:46,581][root][INFO] - mean neg_ratio: 0.739673 [2020-11-13 16:13:46,581][root][INFO] - mean obj_acc: 0.943641 [2020-11-13 16:13:46,581][root][INFO] - mean objectness_loss: 0.049656 [2020-11-13 16:13:46,581][root][INFO] - mean pos_ratio: 0.137244 [2020-11-13 16:13:46,581][root][INFO] - mean sem_cls_loss: 0.223594 [2020-11-13 16:13:46,581][root][INFO] - mean size_cls_loss: 0.223728 [2020-11-13 16:13:46,581][root][INFO] - mean size_reg_loss: 0.022214 [2020-11-13 16:13:46,581][root][INFO] - mean vote_loss: 0.238599 [2020-11-13 16:14:36,551][root][INFO] - ---- batch: 060 ---- [2020-11-13 16:14:36,557][root][INFO] - mean box_loss: 0.196333 [2020-11-13 16:14:36,557][root][INFO] - mean center_loss: 0.037574 [2020-11-13 16:14:36,557][root][INFO] - mean heading_cls_loss: 0.703758 [2020-11-13 16:14:36,557][root][INFO] - mean heading_reg_loss: 0.045555 [2020-11-13 16:14:36,558][root][INFO] - mean loss: 4.903855 [2020-11-13 16:14:36,558][root][INFO] - mean neg_ratio: 0.718054 [2020-11-13 16:14:36,558][root][INFO] - mean obj_acc: 0.944168 [2020-11-13 16:14:36,558][root][INFO] - mean objectness_loss: 0.052438 [2020-11-13 16:14:36,558][root][INFO] - mean pos_ratio: 0.147760 [2020-11-13 16:14:36,558][root][INFO] - mean sem_cls_loss: 0.209790 [2020-11-13 16:14:36,558][root][INFO] - mean size_cls_loss: 0.210016 [2020-11-13 16:14:36,558][root][INFO] - mean size_reg_loss: 0.021826 [2020-11-13 16:14:36,558][root][INFO] - mean vote_loss: 0.246855 [2020-11-13 16:15:27,078][root][INFO] - ---- batch: 070 ---- [2020-11-13 16:15:27,091][root][INFO] - mean box_loss: 0.192506 [2020-11-13 16:15:27,092][root][INFO] - mean center_loss: 0.035925 [2020-11-13 16:15:27,092][root][INFO] - mean heading_cls_loss: 0.731115 [2020-11-13 16:15:27,092][root][INFO] - mean heading_reg_loss: 0.044487 [2020-11-13 16:15:27,092][root][INFO] - mean loss: 4.694170 [2020-11-13 16:15:27,093][root][INFO] - mean neg_ratio: 0.736292 [2020-11-13 16:15:27,093][root][INFO] - mean obj_acc: 0.938709 [2020-11-13 16:15:27,093][root][INFO] - mean objectness_loss: 0.048111 [2020-11-13 16:15:27,093][root][INFO] - mean pos_ratio: 0.134949 [2020-11-13 16:15:27,093][root][INFO] - mean sem_cls_loss: 0.200174 [2020-11-13 16:15:27,093][root][INFO] - mean size_cls_loss: 0.200007 [2020-11-13 16:15:27,093][root][INFO] - mean size_reg_loss: 0.018982 [2020-11-13 16:15:27,093][root][INFO] - mean vote_loss: 0.232838 [2020-11-13 16:16:15,320][root][INFO] - ---- batch: 080 ---- [2020-11-13 16:16:15,327][root][INFO] - mean box_loss: 0.193205 [2020-11-13 16:16:15,328][root][INFO] - mean center_loss: 0.036688 [2020-11-13 16:16:15,328][root][INFO] - mean heading_cls_loss: 0.692437 [2020-11-13 16:16:15,328][root][INFO] - mean heading_reg_loss: 0.042117 [2020-11-13 16:16:15,328][root][INFO] - mean loss: 4.626040 [2020-11-13 16:16:15,329][root][INFO] - mean neg_ratio: 0.716058 [2020-11-13 16:16:15,329][root][INFO] - mean obj_acc: 0.947073 [2020-11-13 16:16:15,329][root][INFO] - mean objectness_loss: 0.049318 [2020-11-13 16:16:15,329][root][INFO] - mean pos_ratio: 0.150714 [2020-11-13 16:16:15,329][root][INFO] - mean sem_cls_loss: 0.225085 [2020-11-13 16:16:15,329][root][INFO] - mean size_cls_loss: 0.225632 [2020-11-13 16:16:15,329][root][INFO] - mean size_reg_loss: 0.022593 [2020-11-13 16:16:15,329][root][INFO] - mean vote_loss: 0.222231 [2020-11-13 16:16:29,453][root][INFO] - **** EPOCH 084 **** [2020-11-13 16:16:29,455][root][INFO] - Current learning rate: 0.000100 [2020-11-13 16:16:29,455][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 16:16:29,456][root][INFO] - 2020-11-13 16:16:29.456077 [2020-11-13 16:17:25,729][root][INFO] - ---- batch: 010 ---- [2020-11-13 16:17:25,734][root][INFO] - mean box_loss: 0.173482 [2020-11-13 16:17:25,735][root][INFO] - mean center_loss: 0.032719 [2020-11-13 16:17:25,735][root][INFO] - mean heading_cls_loss: 0.621335 [2020-11-13 16:17:25,735][root][INFO] - mean heading_reg_loss: 0.039517 [2020-11-13 16:17:25,735][root][INFO] - mean loss: 4.377725 [2020-11-13 16:17:25,735][root][INFO] - mean neg_ratio: 0.728015 [2020-11-13 16:17:25,735][root][INFO] - mean obj_acc: 0.944423 [2020-11-13 16:17:25,735][root][INFO] - mean objectness_loss: 0.049237 [2020-11-13 16:17:25,735][root][INFO] - mean pos_ratio: 0.148749 [2020-11-13 16:17:25,735][root][INFO] - mean sem_cls_loss: 0.191524 [2020-11-13 16:17:25,735][root][INFO] - mean size_cls_loss: 0.190991 [2020-11-13 16:17:25,735][root][INFO] - mean size_reg_loss: 0.020014 [2020-11-13 16:17:25,735][root][INFO] - mean vote_loss: 0.220519 [2020-11-13 16:18:16,555][root][INFO] - ---- batch: 020 ---- [2020-11-13 16:18:16,560][root][INFO] - mean box_loss: 0.187706 [2020-11-13 16:18:16,560][root][INFO] - mean center_loss: 0.038945 [2020-11-13 16:18:16,560][root][INFO] - mean heading_cls_loss: 0.676704 [2020-11-13 16:18:16,560][root][INFO] - mean heading_reg_loss: 0.043443 [2020-11-13 16:18:16,560][root][INFO] - mean loss: 4.434871 [2020-11-13 16:18:16,560][root][INFO] - mean neg_ratio: 0.735944 [2020-11-13 16:18:16,560][root][INFO] - mean obj_acc: 0.945899 [2020-11-13 16:18:16,560][root][INFO] - mean objectness_loss: 0.043999 [2020-11-13 16:18:16,560][root][INFO] - mean pos_ratio: 0.139539 [2020-11-13 16:18:16,560][root][INFO] - mean sem_cls_loss: 0.182859 [2020-11-13 16:18:16,560][root][INFO] - mean size_cls_loss: 0.182672 [2020-11-13 16:18:16,560][root][INFO] - mean size_reg_loss: 0.019380 [2020-11-13 16:18:16,561][root][INFO] - mean vote_loss: 0.215496 [2020-11-13 16:19:07,848][root][INFO] - ---- batch: 030 ---- [2020-11-13 16:19:07,853][root][INFO] - mean box_loss: 0.203928 [2020-11-13 16:19:07,853][root][INFO] - mean center_loss: 0.037737 [2020-11-13 16:19:07,853][root][INFO] - mean heading_cls_loss: 0.701140 [2020-11-13 16:19:07,853][root][INFO] - mean heading_reg_loss: 0.049333 [2020-11-13 16:19:07,853][root][INFO] - mean loss: 4.863499 [2020-11-13 16:19:07,853][root][INFO] - mean neg_ratio: 0.734265 [2020-11-13 16:19:07,853][root][INFO] - mean obj_acc: 0.941122 [2020-11-13 16:19:07,853][root][INFO] - mean objectness_loss: 0.047624 [2020-11-13 16:19:07,853][root][INFO] - mean pos_ratio: 0.135254 [2020-11-13 16:19:07,853][root][INFO] - mean sem_cls_loss: 0.218303 [2020-11-13 16:19:07,853][root][INFO] - mean size_cls_loss: 0.218777 [2020-11-13 16:19:07,853][root][INFO] - mean size_reg_loss: 0.024866 [2020-11-13 16:19:07,853][root][INFO] - mean vote_loss: 0.236779 [2020-11-13 16:19:59,957][root][INFO] - ---- batch: 040 ---- [2020-11-13 16:19:59,962][root][INFO] - mean box_loss: 0.200776 [2020-11-13 16:19:59,962][root][INFO] - mean center_loss: 0.037262 [2020-11-13 16:19:59,963][root][INFO] - mean heading_cls_loss: 0.728287 [2020-11-13 16:19:59,963][root][INFO] - mean heading_reg_loss: 0.046324 [2020-11-13 16:19:59,963][root][INFO] - mean loss: 4.882464 [2020-11-13 16:19:59,963][root][INFO] - mean neg_ratio: 0.734503 [2020-11-13 16:19:59,963][root][INFO] - mean obj_acc: 0.936987 [2020-11-13 16:19:59,963][root][INFO] - mean objectness_loss: 0.049028 [2020-11-13 16:19:59,963][root][INFO] - mean pos_ratio: 0.135883 [2020-11-13 16:19:59,963][root][INFO] - mean sem_cls_loss: 0.204961 [2020-11-13 16:19:59,963][root][INFO] - mean size_cls_loss: 0.205588 [2020-11-13 16:19:59,963][root][INFO] - mean size_reg_loss: 0.023803 [2020-11-13 16:19:59,963][root][INFO] - mean vote_loss: 0.242461 [2020-11-13 16:20:50,663][root][INFO] - ---- batch: 050 ---- [2020-11-13 16:20:50,669][root][INFO] - mean box_loss: 0.206336 [2020-11-13 16:20:50,670][root][INFO] - mean center_loss: 0.035547 [2020-11-13 16:20:50,671][root][INFO] - mean heading_cls_loss: 0.793218 [2020-11-13 16:20:50,671][root][INFO] - mean heading_reg_loss: 0.048650 [2020-11-13 16:20:50,671][root][INFO] - mean loss: 4.761396 [2020-11-13 16:20:50,671][root][INFO] - mean neg_ratio: 0.722772 [2020-11-13 16:20:50,671][root][INFO] - mean obj_acc: 0.938178 [2020-11-13 16:20:50,671][root][INFO] - mean objectness_loss: 0.053127 [2020-11-13 16:20:50,671][root][INFO] - mean pos_ratio: 0.145148 [2020-11-13 16:20:50,671][root][INFO] - mean sem_cls_loss: 0.222919 [2020-11-13 16:20:50,671][root][INFO] - mean size_cls_loss: 0.222954 [2020-11-13 16:20:50,671][root][INFO] - mean size_reg_loss: 0.020522 [2020-11-13 16:20:50,671][root][INFO] - mean vote_loss: 0.220948 [2020-11-13 16:21:41,212][root][INFO] - ---- batch: 060 ---- [2020-11-13 16:21:41,218][root][INFO] - mean box_loss: 0.204931 [2020-11-13 16:21:41,219][root][INFO] - mean center_loss: 0.037533 [2020-11-13 16:21:41,219][root][INFO] - mean heading_cls_loss: 0.769402 [2020-11-13 16:21:41,219][root][INFO] - mean heading_reg_loss: 0.045124 [2020-11-13 16:21:41,219][root][INFO] - mean loss: 4.849332 [2020-11-13 16:21:41,220][root][INFO] - mean neg_ratio: 0.730939 [2020-11-13 16:21:41,220][root][INFO] - mean obj_acc: 0.941559 [2020-11-13 16:21:41,220][root][INFO] - mean objectness_loss: 0.049361 [2020-11-13 16:21:41,220][root][INFO] - mean pos_ratio: 0.139233 [2020-11-13 16:21:41,220][root][INFO] - mean sem_cls_loss: 0.229751 [2020-11-13 16:21:41,220][root][INFO] - mean size_cls_loss: 0.230140 [2020-11-13 16:21:41,220][root][INFO] - mean size_reg_loss: 0.022319 [2020-11-13 16:21:41,220][root][INFO] - mean vote_loss: 0.232346 [2020-11-13 16:22:30,479][root][INFO] - ---- batch: 070 ---- [2020-11-13 16:22:30,487][root][INFO] - mean box_loss: 0.203560 [2020-11-13 16:22:30,487][root][INFO] - mean center_loss: 0.040727 [2020-11-13 16:22:30,487][root][INFO] - mean heading_cls_loss: 0.735523 [2020-11-13 16:22:30,488][root][INFO] - mean heading_reg_loss: 0.040488 [2020-11-13 16:22:30,488][root][INFO] - mean loss: 4.892943 [2020-11-13 16:22:30,488][root][INFO] - mean neg_ratio: 0.726147 [2020-11-13 16:22:30,488][root][INFO] - mean obj_acc: 0.941298 [2020-11-13 16:22:30,488][root][INFO] - mean objectness_loss: 0.052312 [2020-11-13 16:22:30,488][root][INFO] - mean pos_ratio: 0.147070 [2020-11-13 16:22:30,488][root][INFO] - mean sem_cls_loss: 0.245484 [2020-11-13 16:22:30,488][root][INFO] - mean size_cls_loss: 0.245981 [2020-11-13 16:22:30,488][root][INFO] - mean size_reg_loss: 0.024194 [2020-11-13 16:22:30,488][root][INFO] - mean vote_loss: 0.235030 [2020-11-13 16:23:18,565][root][INFO] - ---- batch: 080 ---- [2020-11-13 16:23:18,578][root][INFO] - mean box_loss: 0.200871 [2020-11-13 16:23:18,580][root][INFO] - mean center_loss: 0.039158 [2020-11-13 16:23:18,580][root][INFO] - mean heading_cls_loss: 0.702988 [2020-11-13 16:23:18,580][root][INFO] - mean heading_reg_loss: 0.050204 [2020-11-13 16:23:18,580][root][INFO] - mean loss: 4.979688 [2020-11-13 16:23:18,580][root][INFO] - mean neg_ratio: 0.741370 [2020-11-13 16:23:18,580][root][INFO] - mean obj_acc: 0.944638 [2020-11-13 16:23:18,580][root][INFO] - mean objectness_loss: 0.045254 [2020-11-13 16:23:18,580][root][INFO] - mean pos_ratio: 0.137305 [2020-11-13 16:23:18,580][root][INFO] - mean sem_cls_loss: 0.190103 [2020-11-13 16:23:18,581][root][INFO] - mean size_cls_loss: 0.190341 [2020-11-13 16:23:18,581][root][INFO] - mean size_reg_loss: 0.022177 [2020-11-13 16:23:18,581][root][INFO] - mean vote_loss: 0.255460 [2020-11-13 16:23:31,283][root][INFO] - Eval batch: 0 [2020-11-13 16:23:33,059][root][INFO] - Eval batch: 10 [2020-11-13 16:23:34,856][root][INFO] - Eval batch: 20 [2020-11-13 16:23:36,618][root][INFO] - Eval batch: 30 [2020-11-13 16:23:38,470][root][INFO] - Eval batch: 40 [2020-11-13 16:23:40,289][root][INFO] - Eval batch: 50 [2020-11-13 16:23:42,124][root][INFO] - Eval batch: 60 [2020-11-13 16:23:43,866][root][INFO] - Eval batch: 70 [2020-11-13 16:23:45,678][root][INFO] - 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Eval batch: 4940 [2020-11-13 16:38:37,171][root][INFO] - Eval batch: 4950 [2020-11-13 16:38:38,970][root][INFO] - Eval batch: 4960 [2020-11-13 16:38:40,831][root][INFO] - Eval batch: 4970 [2020-11-13 16:38:42,633][root][INFO] - Eval batch: 4980 [2020-11-13 16:38:44,472][root][INFO] - Eval batch: 4990 [2020-11-13 16:38:46,372][root][INFO] - Eval batch: 5000 [2020-11-13 16:38:48,285][root][INFO] - Eval batch: 5010 [2020-11-13 16:38:50,071][root][INFO] - Eval batch: 5020 [2020-11-13 16:38:51,878][root][INFO] - Eval batch: 5030 [2020-11-13 16:38:53,717][root][INFO] - Eval batch: 5040 [2020-11-13 16:38:55,582][root][INFO] - eval mean box_loss: 0.225946 [2020-11-13 16:38:55,583][root][INFO] - eval mean center_loss: 0.041991 [2020-11-13 16:38:55,583][root][INFO] - eval mean heading_cls_loss: 0.740004 [2020-11-13 16:38:55,584][root][INFO] - eval mean heading_reg_loss: 0.041788 [2020-11-13 16:38:55,584][root][INFO] - eval mean loss: 5.509747 [2020-11-13 16:38:55,585][root][INFO] - eval mean neg_ratio: 0.703227 [2020-11-13 16:38:55,585][root][INFO] - eval mean obj_acc: 0.921216 [2020-11-13 16:38:55,585][root][INFO] - eval mean objectness_loss: 0.082581 [2020-11-13 16:38:55,586][root][INFO] - eval mean pos_ratio: 0.152904 [2020-11-13 16:38:55,586][root][INFO] - eval mean sem_cls_loss: 0.449023 [2020-11-13 16:38:55,586][root][INFO] - eval mean size_cls_loss: 0.448736 [2020-11-13 16:38:55,587][root][INFO] - eval mean size_reg_loss: 0.023293 [2020-11-13 16:38:55,587][root][INFO] - eval mean vote_loss: 0.238836 [2020-11-13 16:39:49,031][root][INFO] - eval bed Average Precision: 0.489263 [2020-11-13 16:39:49,031][root][INFO] - eval table Average Precision: 0.181706 [2020-11-13 16:39:49,032][root][INFO] - eval sofa Average Precision: 0.517311 [2020-11-13 16:39:49,032][root][INFO] - eval chair Average Precision: 0.519150 [2020-11-13 16:39:49,032][root][INFO] - eval toilet Average Precision: 0.576589 [2020-11-13 16:39:49,032][root][INFO] - eval desk Average Precision: 0.062721 [2020-11-13 16:39:49,032][root][INFO] - eval dresser Average Precision: 0.143675 [2020-11-13 16:39:49,032][root][INFO] - eval night_stand Average Precision: 0.339668 [2020-11-13 16:39:49,032][root][INFO] - eval bookshelf Average Precision: 0.083210 [2020-11-13 16:39:49,032][root][INFO] - eval bathtub Average Precision: 0.430874 [2020-11-13 16:39:49,033][root][INFO] - eval mAP: 0.334417 [2020-11-13 16:39:49,033][root][INFO] - eval bed Recall: 0.618785 [2020-11-13 16:39:49,033][root][INFO] - eval table Recall: 0.393865 [2020-11-13 16:39:49,033][root][INFO] - eval sofa Recall: 0.665102 [2020-11-13 16:39:49,033][root][INFO] - eval chair Recall: 0.634257 [2020-11-13 16:39:49,033][root][INFO] - eval toilet Recall: 0.675497 [2020-11-13 16:39:49,033][root][INFO] - eval desk Recall: 0.288244 [2020-11-13 16:39:49,033][root][INFO] - eval dresser Recall: 0.407407 [2020-11-13 16:39:49,033][root][INFO] - eval night_stand Recall: 0.566929 [2020-11-13 16:39:49,033][root][INFO] - eval bookshelf Recall: 0.214047 [2020-11-13 16:39:49,033][root][INFO] - eval bathtub Recall: 0.576923 [2020-11-13 16:39:49,033][root][INFO] - eval AR: 0.504105 [2020-11-13 16:39:49,034][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 16:39:50,967][root][INFO] - **** EPOCH 085 **** [2020-11-13 16:39:50,968][root][INFO] - Current learning rate: 0.000100 [2020-11-13 16:39:50,968][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 16:39:50,968][root][INFO] - 2020-11-13 16:39:50.968280 [2020-11-13 16:40:47,467][root][INFO] - ---- batch: 010 ---- [2020-11-13 16:40:47,472][root][INFO] - mean box_loss: 0.205943 [2020-11-13 16:40:47,473][root][INFO] - mean center_loss: 0.052261 [2020-11-13 16:40:47,473][root][INFO] - mean heading_cls_loss: 0.695698 [2020-11-13 16:40:47,473][root][INFO] - mean heading_reg_loss: 0.043795 [2020-11-13 16:40:47,473][root][INFO] - mean loss: 4.656149 [2020-11-13 16:40:47,473][root][INFO] - mean neg_ratio: 0.727234 [2020-11-13 16:40:47,473][root][INFO] - mean obj_acc: 0.946487 [2020-11-13 16:40:47,473][root][INFO] - mean objectness_loss: 0.045999 [2020-11-13 16:40:47,473][root][INFO] - mean pos_ratio: 0.146216 [2020-11-13 16:40:47,473][root][INFO] - mean sem_cls_loss: 0.204898 [2020-11-13 16:40:47,473][root][INFO] - mean size_cls_loss: 0.204995 [2020-11-13 16:40:47,473][root][INFO] - mean size_reg_loss: 0.019818 [2020-11-13 16:40:47,473][root][INFO] - mean vote_loss: 0.216183 [2020-11-13 16:41:38,655][root][INFO] - ---- batch: 020 ---- [2020-11-13 16:41:38,661][root][INFO] - mean box_loss: 0.192508 [2020-11-13 16:41:38,662][root][INFO] - mean center_loss: 0.035775 [2020-11-13 16:41:38,662][root][INFO] - mean heading_cls_loss: 0.688296 [2020-11-13 16:41:38,662][root][INFO] - mean heading_reg_loss: 0.046699 [2020-11-13 16:41:38,662][root][INFO] - mean loss: 4.703301 [2020-11-13 16:41:38,662][root][INFO] - mean neg_ratio: 0.732434 [2020-11-13 16:41:38,662][root][INFO] - mean obj_acc: 0.941885 [2020-11-13 16:41:38,662][root][INFO] - mean objectness_loss: 0.048241 [2020-11-13 16:41:38,662][root][INFO] - mean pos_ratio: 0.140063 [2020-11-13 16:41:38,662][root][INFO] - mean sem_cls_loss: 0.224315 [2020-11-13 16:41:38,662][root][INFO] - mean size_cls_loss: 0.224231 [2020-11-13 16:41:38,662][root][INFO] - mean size_reg_loss: 0.018782 [2020-11-13 16:41:38,662][root][INFO] - mean vote_loss: 0.231270 [2020-11-13 16:42:29,050][root][INFO] - ---- batch: 030 ---- [2020-11-13 16:42:29,055][root][INFO] - mean box_loss: 0.195857 [2020-11-13 16:42:29,055][root][INFO] - mean center_loss: 0.036322 [2020-11-13 16:42:29,056][root][INFO] - mean heading_cls_loss: 0.690794 [2020-11-13 16:42:29,056][root][INFO] - mean heading_reg_loss: 0.045599 [2020-11-13 16:42:29,056][root][INFO] - mean loss: 4.749910 [2020-11-13 16:42:29,056][root][INFO] - mean neg_ratio: 0.750751 [2020-11-13 16:42:29,056][root][INFO] - mean obj_acc: 0.938204 [2020-11-13 16:42:29,056][root][INFO] - mean objectness_loss: 0.046836 [2020-11-13 16:42:29,056][root][INFO] - mean pos_ratio: 0.130426 [2020-11-13 16:42:29,056][root][INFO] - mean sem_cls_loss: 0.218063 [2020-11-13 16:42:29,056][root][INFO] - mean size_cls_loss: 0.218780 [2020-11-13 16:42:29,056][root][INFO] - mean size_reg_loss: 0.022979 [2020-11-13 16:42:29,056][root][INFO] - mean vote_loss: 0.233910 [2020-11-13 16:43:20,237][root][INFO] - ---- batch: 040 ---- [2020-11-13 16:43:20,242][root][INFO] - mean box_loss: 0.206204 [2020-11-13 16:43:20,242][root][INFO] - mean center_loss: 0.038804 [2020-11-13 16:43:20,242][root][INFO] - mean heading_cls_loss: 0.708129 [2020-11-13 16:43:20,242][root][INFO] - mean heading_reg_loss: 0.047125 [2020-11-13 16:43:20,242][root][INFO] - mean loss: 5.017270 [2020-11-13 16:43:20,242][root][INFO] - mean neg_ratio: 0.738196 [2020-11-13 16:43:20,242][root][INFO] - mean obj_acc: 0.940571 [2020-11-13 16:43:20,243][root][INFO] - mean objectness_loss: 0.046720 [2020-11-13 16:43:20,243][root][INFO] - mean pos_ratio: 0.136548 [2020-11-13 16:43:20,243][root][INFO] - mean sem_cls_loss: 0.227370 [2020-11-13 16:43:20,243][root][INFO] - mean size_cls_loss: 0.227809 [2020-11-13 16:43:20,243][root][INFO] - mean size_reg_loss: 0.026681 [2020-11-13 16:43:20,243][root][INFO] - mean vote_loss: 0.249426 [2020-11-13 16:44:11,782][root][INFO] - ---- batch: 050 ---- [2020-11-13 16:44:11,787][root][INFO] - mean box_loss: 0.190897 [2020-11-13 16:44:11,787][root][INFO] - mean center_loss: 0.036112 [2020-11-13 16:44:11,788][root][INFO] - mean heading_cls_loss: 0.685402 [2020-11-13 16:44:11,788][root][INFO] - mean heading_reg_loss: 0.044800 [2020-11-13 16:44:11,788][root][INFO] - mean loss: 4.690031 [2020-11-13 16:44:11,788][root][INFO] - mean neg_ratio: 0.731860 [2020-11-13 16:44:11,788][root][INFO] - mean obj_acc: 0.945778 [2020-11-13 16:44:11,788][root][INFO] - mean objectness_loss: 0.048087 [2020-11-13 16:44:11,788][root][INFO] - mean pos_ratio: 0.140320 [2020-11-13 16:44:11,788][root][INFO] - mean sem_cls_loss: 0.217973 [2020-11-13 16:44:11,788][root][INFO] - mean size_cls_loss: 0.218115 [2020-11-13 16:44:11,788][root][INFO] - mean size_reg_loss: 0.019633 [2020-11-13 16:44:11,788][root][INFO] - mean vote_loss: 0.232266 [2020-11-13 16:45:03,938][root][INFO] - ---- batch: 060 ---- [2020-11-13 16:45:03,945][root][INFO] - mean box_loss: 0.206237 [2020-11-13 16:45:03,945][root][INFO] - mean center_loss: 0.042757 [2020-11-13 16:45:03,946][root][INFO] - mean heading_cls_loss: 0.715423 [2020-11-13 16:45:03,946][root][INFO] - mean heading_reg_loss: 0.049099 [2020-11-13 16:45:03,946][root][INFO] - mean loss: 4.909845 [2020-11-13 16:45:03,946][root][INFO] - mean neg_ratio: 0.729150 [2020-11-13 16:45:03,946][root][INFO] - mean obj_acc: 0.944270 [2020-11-13 16:45:03,946][root][INFO] - mean objectness_loss: 0.050974 [2020-11-13 16:45:03,946][root][INFO] - mean pos_ratio: 0.139850 [2020-11-13 16:45:03,946][root][INFO] - mean sem_cls_loss: 0.214164 [2020-11-13 16:45:03,946][root][INFO] - mean size_cls_loss: 0.214096 [2020-11-13 16:45:03,946][root][INFO] - mean size_reg_loss: 0.021429 [2020-11-13 16:45:03,946][root][INFO] - mean vote_loss: 0.237844 [2020-11-13 16:45:51,629][root][INFO] - ---- batch: 070 ---- [2020-11-13 16:45:51,638][root][INFO] - mean box_loss: 0.183387 [2020-11-13 16:45:51,638][root][INFO] - mean center_loss: 0.032510 [2020-11-13 16:45:51,639][root][INFO] - mean heading_cls_loss: 0.687276 [2020-11-13 16:45:51,639][root][INFO] - mean heading_reg_loss: 0.042112 [2020-11-13 16:45:51,639][root][INFO] - mean loss: 4.397296 [2020-11-13 16:45:51,639][root][INFO] - mean neg_ratio: 0.736432 [2020-11-13 16:45:51,639][root][INFO] - mean obj_acc: 0.943227 [2020-11-13 16:45:51,639][root][INFO] - mean objectness_loss: 0.044065 [2020-11-13 16:45:51,639][root][INFO] - mean pos_ratio: 0.139093 [2020-11-13 16:45:51,639][root][INFO] - mean sem_cls_loss: 0.180756 [2020-11-13 16:45:51,639][root][INFO] - mean size_cls_loss: 0.180687 [2020-11-13 16:45:51,639][root][INFO] - mean size_reg_loss: 0.021969 [2020-11-13 16:45:51,639][root][INFO] - mean vote_loss: 0.216235 [2020-11-13 16:46:40,250][root][INFO] - ---- batch: 080 ---- [2020-11-13 16:46:40,256][root][INFO] - mean box_loss: 0.215695 [2020-11-13 16:46:40,258][root][INFO] - mean center_loss: 0.037077 [2020-11-13 16:46:40,258][root][INFO] - mean heading_cls_loss: 0.790962 [2020-11-13 16:46:40,258][root][INFO] - mean heading_reg_loss: 0.053544 [2020-11-13 16:46:40,258][root][INFO] - mean loss: 4.913497 [2020-11-13 16:46:40,258][root][INFO] - mean neg_ratio: 0.725482 [2020-11-13 16:46:40,258][root][INFO] - mean obj_acc: 0.944512 [2020-11-13 16:46:40,259][root][INFO] - mean objectness_loss: 0.048203 [2020-11-13 16:46:40,259][root][INFO] - mean pos_ratio: 0.143933 [2020-11-13 16:46:40,259][root][INFO] - mean sem_cls_loss: 0.232110 [2020-11-13 16:46:40,259][root][INFO] - mean size_cls_loss: 0.232235 [2020-11-13 16:46:40,259][root][INFO] - mean size_reg_loss: 0.022753 [2020-11-13 16:46:40,259][root][INFO] - mean vote_loss: 0.228343 [2020-11-13 16:46:54,546][root][INFO] - **** EPOCH 086 **** [2020-11-13 16:46:54,548][root][INFO] - Current learning rate: 0.000100 [2020-11-13 16:46:54,548][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 16:46:54,548][root][INFO] - 2020-11-13 16:46:54.548294 [2020-11-13 16:47:49,632][root][INFO] - ---- batch: 010 ---- [2020-11-13 16:47:49,638][root][INFO] - mean box_loss: 0.199088 [2020-11-13 16:47:49,638][root][INFO] - mean center_loss: 0.035003 [2020-11-13 16:47:49,638][root][INFO] - mean heading_cls_loss: 0.685870 [2020-11-13 16:47:49,638][root][INFO] - mean heading_reg_loss: 0.048075 [2020-11-13 16:47:49,638][root][INFO] - mean loss: 4.798576 [2020-11-13 16:47:49,638][root][INFO] - mean neg_ratio: 0.722028 [2020-11-13 16:47:49,638][root][INFO] - mean obj_acc: 0.943959 [2020-11-13 16:47:49,638][root][INFO] - mean objectness_loss: 0.050670 [2020-11-13 16:47:49,638][root][INFO] - mean pos_ratio: 0.141998 [2020-11-13 16:47:49,638][root][INFO] - mean sem_cls_loss: 0.243267 [2020-11-13 16:47:49,638][root][INFO] - mean size_cls_loss: 0.242944 [2020-11-13 16:47:49,638][root][INFO] - mean size_reg_loss: 0.023129 [2020-11-13 16:47:49,638][root][INFO] - mean vote_loss: 0.231107 [2020-11-13 16:48:39,661][root][INFO] - ---- batch: 020 ---- [2020-11-13 16:48:39,666][root][INFO] - mean box_loss: 0.196239 [2020-11-13 16:48:39,666][root][INFO] - mean center_loss: 0.034579 [2020-11-13 16:48:39,666][root][INFO] - mean heading_cls_loss: 0.713825 [2020-11-13 16:48:39,666][root][INFO] - mean heading_reg_loss: 0.049299 [2020-11-13 16:48:39,666][root][INFO] - mean loss: 4.704720 [2020-11-13 16:48:39,666][root][INFO] - mean neg_ratio: 0.727228 [2020-11-13 16:48:39,666][root][INFO] - mean obj_acc: 0.943580 [2020-11-13 16:48:39,666][root][INFO] - mean objectness_loss: 0.051037 [2020-11-13 16:48:39,666][root][INFO] - mean pos_ratio: 0.146906 [2020-11-13 16:48:39,666][root][INFO] - mean sem_cls_loss: 0.210886 [2020-11-13 16:48:39,667][root][INFO] - mean size_cls_loss: 0.210608 [2020-11-13 16:48:39,667][root][INFO] - mean size_reg_loss: 0.019917 [2020-11-13 16:48:39,667][root][INFO] - mean vote_loss: 0.227627 [2020-11-13 16:49:29,903][root][INFO] - ---- batch: 030 ---- [2020-11-13 16:49:29,908][root][INFO] - mean box_loss: 0.210035 [2020-11-13 16:49:29,908][root][INFO] - mean center_loss: 0.044069 [2020-11-13 16:49:29,908][root][INFO] - mean heading_cls_loss: 0.748813 [2020-11-13 16:49:29,908][root][INFO] - mean heading_reg_loss: 0.047946 [2020-11-13 16:49:29,908][root][INFO] - mean loss: 4.938918 [2020-11-13 16:49:29,908][root][INFO] - mean neg_ratio: 0.740576 [2020-11-13 16:49:29,908][root][INFO] - mean obj_acc: 0.940801 [2020-11-13 16:49:29,908][root][INFO] - mean objectness_loss: 0.045511 [2020-11-13 16:49:29,908][root][INFO] - mean pos_ratio: 0.137231 [2020-11-13 16:49:29,909][root][INFO] - mean sem_cls_loss: 0.215799 [2020-11-13 16:49:29,909][root][INFO] - mean size_cls_loss: 0.216390 [2020-11-13 16:49:29,909][root][INFO] - mean size_reg_loss: 0.021500 [2020-11-13 16:49:29,909][root][INFO] - mean vote_loss: 0.239521 [2020-11-13 16:50:20,377][root][INFO] - ---- batch: 040 ---- [2020-11-13 16:50:20,382][root][INFO] - mean box_loss: 0.192489 [2020-11-13 16:50:20,383][root][INFO] - mean center_loss: 0.032177 [2020-11-13 16:50:20,383][root][INFO] - mean heading_cls_loss: 0.702092 [2020-11-13 16:50:20,383][root][INFO] - mean heading_reg_loss: 0.045539 [2020-11-13 16:50:20,383][root][INFO] - mean loss: 4.579047 [2020-11-13 16:50:20,383][root][INFO] - mean neg_ratio: 0.722583 [2020-11-13 16:50:20,383][root][INFO] - mean obj_acc: 0.948676 [2020-11-13 16:50:20,383][root][INFO] - mean objectness_loss: 0.046626 [2020-11-13 16:50:20,383][root][INFO] - mean pos_ratio: 0.146832 [2020-11-13 16:50:20,383][root][INFO] - mean sem_cls_loss: 0.214306 [2020-11-13 16:50:20,383][root][INFO] - mean size_cls_loss: 0.214980 [2020-11-13 16:50:20,383][root][INFO] - mean size_reg_loss: 0.023066 [2020-11-13 16:50:20,383][root][INFO] - mean vote_loss: 0.220672 [2020-11-13 16:51:12,304][root][INFO] - ---- batch: 050 ---- [2020-11-13 16:51:12,309][root][INFO] - mean box_loss: 0.186461 [2020-11-13 16:51:12,309][root][INFO] - mean center_loss: 0.042990 [2020-11-13 16:51:12,309][root][INFO] - mean heading_cls_loss: 0.644979 [2020-11-13 16:51:12,309][root][INFO] - mean heading_reg_loss: 0.038240 [2020-11-13 16:51:12,309][root][INFO] - mean loss: 4.747341 [2020-11-13 16:51:12,309][root][INFO] - mean neg_ratio: 0.735022 [2020-11-13 16:51:12,309][root][INFO] - mean obj_acc: 0.939739 [2020-11-13 16:51:12,310][root][INFO] - mean objectness_loss: 0.048755 [2020-11-13 16:51:12,310][root][INFO] - mean pos_ratio: 0.140222 [2020-11-13 16:51:12,310][root][INFO] - mean sem_cls_loss: 0.192843 [2020-11-13 16:51:12,310][root][INFO] - mean size_cls_loss: 0.192990 [2020-11-13 16:51:12,310][root][INFO] - mean size_reg_loss: 0.021433 [2020-11-13 16:51:12,310][root][INFO] - mean vote_loss: 0.244612 [2020-11-13 16:52:04,340][root][INFO] - ---- batch: 060 ---- [2020-11-13 16:52:04,347][root][INFO] - mean box_loss: 0.192908 [2020-11-13 16:52:04,349][root][INFO] - mean center_loss: 0.033500 [2020-11-13 16:52:04,350][root][INFO] - mean heading_cls_loss: 0.714006 [2020-11-13 16:52:04,350][root][INFO] - mean heading_reg_loss: 0.045948 [2020-11-13 16:52:04,350][root][INFO] - mean loss: 4.529332 [2020-11-13 16:52:04,350][root][INFO] - mean neg_ratio: 0.737488 [2020-11-13 16:52:04,350][root][INFO] - mean obj_acc: 0.946187 [2020-11-13 16:52:04,350][root][INFO] - mean objectness_loss: 0.044125 [2020-11-13 16:52:04,350][root][INFO] - mean pos_ratio: 0.137708 [2020-11-13 16:52:04,350][root][INFO] - mean sem_cls_loss: 0.198063 [2020-11-13 16:52:04,350][root][INFO] - mean size_cls_loss: 0.197963 [2020-11-13 16:52:04,350][root][INFO] - mean size_reg_loss: 0.022264 [2020-11-13 16:52:04,350][root][INFO] - mean vote_loss: 0.218156 [2020-11-13 16:52:55,944][root][INFO] - ---- batch: 070 ---- [2020-11-13 16:52:55,992][root][INFO] - mean box_loss: 0.207997 [2020-11-13 16:52:55,992][root][INFO] - mean center_loss: 0.036785 [2020-11-13 16:52:55,993][root][INFO] - mean heading_cls_loss: 0.759084 [2020-11-13 16:52:55,993][root][INFO] - mean heading_reg_loss: 0.050860 [2020-11-13 16:52:55,993][root][INFO] - mean loss: 4.822138 [2020-11-13 16:52:55,993][root][INFO] - mean neg_ratio: 0.729742 [2020-11-13 16:52:55,993][root][INFO] - mean obj_acc: 0.941672 [2020-11-13 16:52:55,993][root][INFO] - mean objectness_loss: 0.050020 [2020-11-13 16:52:55,993][root][INFO] - mean pos_ratio: 0.139001 [2020-11-13 16:52:55,993][root][INFO] - mean sem_cls_loss: 0.233556 [2020-11-13 16:52:55,993][root][INFO] - mean size_cls_loss: 0.233804 [2020-11-13 16:52:55,993][root][INFO] - mean size_reg_loss: 0.021063 [2020-11-13 16:52:55,993][root][INFO] - mean vote_loss: 0.225851 [2020-11-13 16:53:43,725][root][INFO] - ---- batch: 080 ---- [2020-11-13 16:53:43,732][root][INFO] - mean box_loss: 0.204004 [2020-11-13 16:53:43,733][root][INFO] - mean center_loss: 0.036470 [2020-11-13 16:53:43,734][root][INFO] - mean heading_cls_loss: 0.741616 [2020-11-13 16:53:43,734][root][INFO] - mean heading_reg_loss: 0.045250 [2020-11-13 16:53:43,734][root][INFO] - mean loss: 4.815176 [2020-11-13 16:53:43,734][root][INFO] - mean neg_ratio: 0.731342 [2020-11-13 16:53:43,734][root][INFO] - mean obj_acc: 0.944717 [2020-11-13 16:53:43,734][root][INFO] - mean objectness_loss: 0.048115 [2020-11-13 16:53:43,734][root][INFO] - mean pos_ratio: 0.139801 [2020-11-13 16:53:43,734][root][INFO] - mean sem_cls_loss: 0.233306 [2020-11-13 16:53:43,734][root][INFO] - mean size_cls_loss: 0.233697 [2020-11-13 16:53:43,734][root][INFO] - mean size_reg_loss: 0.024753 [2020-11-13 16:53:43,734][root][INFO] - mean vote_loss: 0.230126 [2020-11-13 16:53:57,575][root][INFO] - **** EPOCH 087 **** [2020-11-13 16:53:57,577][root][INFO] - Current learning rate: 0.000100 [2020-11-13 16:53:57,577][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 16:53:57,577][root][INFO] - 2020-11-13 16:53:57.577319 [2020-11-13 16:54:53,851][root][INFO] - ---- batch: 010 ---- [2020-11-13 16:54:53,856][root][INFO] - mean box_loss: 0.185365 [2020-11-13 16:54:53,856][root][INFO] - mean center_loss: 0.031875 [2020-11-13 16:54:53,856][root][INFO] - mean heading_cls_loss: 0.663853 [2020-11-13 16:54:53,856][root][INFO] - mean heading_reg_loss: 0.042959 [2020-11-13 16:54:53,856][root][INFO] - mean loss: 4.619714 [2020-11-13 16:54:53,856][root][INFO] - mean neg_ratio: 0.712714 [2020-11-13 16:54:53,856][root][INFO] - mean obj_acc: 0.948963 [2020-11-13 16:54:53,856][root][INFO] - mean objectness_loss: 0.048785 [2020-11-13 16:54:53,856][root][INFO] - mean pos_ratio: 0.150146 [2020-11-13 16:54:53,856][root][INFO] - mean sem_cls_loss: 0.206424 [2020-11-13 16:54:53,856][root][INFO] - mean size_cls_loss: 0.206313 [2020-11-13 16:54:53,856][root][INFO] - mean size_reg_loss: 0.023514 [2020-11-13 16:54:53,856][root][INFO] - mean vote_loss: 0.231572 [2020-11-13 16:55:44,089][root][INFO] - ---- batch: 020 ---- [2020-11-13 16:55:44,094][root][INFO] - mean box_loss: 0.197996 [2020-11-13 16:55:44,094][root][INFO] - mean center_loss: 0.038712 [2020-11-13 16:55:44,094][root][INFO] - mean heading_cls_loss: 0.661539 [2020-11-13 16:55:44,094][root][INFO] - mean heading_reg_loss: 0.049595 [2020-11-13 16:55:44,094][root][INFO] - mean loss: 4.569797 [2020-11-13 16:55:44,094][root][INFO] - mean neg_ratio: 0.719922 [2020-11-13 16:55:44,094][root][INFO] - mean obj_acc: 0.944584 [2020-11-13 16:55:44,094][root][INFO] - mean objectness_loss: 0.047276 [2020-11-13 16:55:44,094][root][INFO] - mean pos_ratio: 0.146008 [2020-11-13 16:55:44,094][root][INFO] - mean sem_cls_loss: 0.214859 [2020-11-13 16:55:44,094][root][INFO] - mean size_cls_loss: 0.215106 [2020-11-13 16:55:44,094][root][INFO] - mean size_reg_loss: 0.022024 [2020-11-13 16:55:44,094][root][INFO] - mean vote_loss: 0.213860 [2020-11-13 16:56:35,101][root][INFO] - ---- batch: 030 ---- [2020-11-13 16:56:35,106][root][INFO] - mean box_loss: 0.195647 [2020-11-13 16:56:35,106][root][INFO] - mean center_loss: 0.044133 [2020-11-13 16:56:35,106][root][INFO] - mean heading_cls_loss: 0.648540 [2020-11-13 16:56:35,106][root][INFO] - mean heading_reg_loss: 0.045810 [2020-11-13 16:56:35,106][root][INFO] - mean loss: 4.550919 [2020-11-13 16:56:35,106][root][INFO] - mean neg_ratio: 0.722333 [2020-11-13 16:56:35,106][root][INFO] - mean obj_acc: 0.944260 [2020-11-13 16:56:35,106][root][INFO] - mean objectness_loss: 0.047452 [2020-11-13 16:56:35,106][root][INFO] - mean pos_ratio: 0.153033 [2020-11-13 16:56:35,106][root][INFO] - mean sem_cls_loss: 0.208398 [2020-11-13 16:56:35,106][root][INFO] - mean size_cls_loss: 0.208399 [2020-11-13 16:56:35,106][root][INFO] - mean size_reg_loss: 0.020009 [2020-11-13 16:56:35,106][root][INFO] - mean vote_loss: 0.214880 [2020-11-13 16:57:25,375][root][INFO] - ---- batch: 040 ---- [2020-11-13 16:57:25,380][root][INFO] - mean box_loss: 0.194858 [2020-11-13 16:57:25,380][root][INFO] - mean center_loss: 0.036865 [2020-11-13 16:57:25,380][root][INFO] - mean heading_cls_loss: 0.692805 [2020-11-13 16:57:25,380][root][INFO] - mean heading_reg_loss: 0.044793 [2020-11-13 16:57:25,380][root][INFO] - mean loss: 4.832227 [2020-11-13 16:57:25,380][root][INFO] - mean neg_ratio: 0.743719 [2020-11-13 16:57:25,380][root][INFO] - mean obj_acc: 0.939240 [2020-11-13 16:57:25,380][root][INFO] - mean objectness_loss: 0.047427 [2020-11-13 16:57:25,380][root][INFO] - mean pos_ratio: 0.131549 [2020-11-13 16:57:25,380][root][INFO] - mean sem_cls_loss: 0.214623 [2020-11-13 16:57:25,380][root][INFO] - mean size_cls_loss: 0.214896 [2020-11-13 16:57:25,381][root][INFO] - mean size_reg_loss: 0.022430 [2020-11-13 16:57:25,381][root][INFO] - mean vote_loss: 0.243189 [2020-11-13 16:58:17,159][root][INFO] - ---- batch: 050 ---- [2020-11-13 16:58:17,165][root][INFO] - mean box_loss: 0.202825 [2020-11-13 16:58:17,165][root][INFO] - mean center_loss: 0.034242 [2020-11-13 16:58:17,165][root][INFO] - mean heading_cls_loss: 0.741543 [2020-11-13 16:58:17,165][root][INFO] - mean heading_reg_loss: 0.050412 [2020-11-13 16:58:17,165][root][INFO] - mean loss: 4.825447 [2020-11-13 16:58:17,165][root][INFO] - mean neg_ratio: 0.734503 [2020-11-13 16:58:17,165][root][INFO] - mean obj_acc: 0.946089 [2020-11-13 16:58:17,165][root][INFO] - mean objectness_loss: 0.047081 [2020-11-13 16:58:17,165][root][INFO] - mean pos_ratio: 0.138397 [2020-11-13 16:58:17,165][root][INFO] - mean sem_cls_loss: 0.210211 [2020-11-13 16:58:17,165][root][INFO] - mean size_cls_loss: 0.210614 [2020-11-13 16:58:17,165][root][INFO] - mean size_reg_loss: 0.022955 [2020-11-13 16:58:17,165][root][INFO] - mean vote_loss: 0.235158 [2020-11-13 16:59:08,799][root][INFO] - ---- batch: 060 ---- [2020-11-13 16:59:08,805][root][INFO] - mean box_loss: 0.199547 [2020-11-13 16:59:08,806][root][INFO] - mean center_loss: 0.036515 [2020-11-13 16:59:08,806][root][INFO] - mean heading_cls_loss: 0.747147 [2020-11-13 16:59:08,806][root][INFO] - mean heading_reg_loss: 0.044567 [2020-11-13 16:59:08,806][root][INFO] - mean loss: 4.745361 [2020-11-13 16:59:08,806][root][INFO] - mean neg_ratio: 0.734552 [2020-11-13 16:59:08,806][root][INFO] - mean obj_acc: 0.943348 [2020-11-13 16:59:08,806][root][INFO] - mean objectness_loss: 0.047346 [2020-11-13 16:59:08,806][root][INFO] - mean pos_ratio: 0.138782 [2020-11-13 16:59:08,806][root][INFO] - mean sem_cls_loss: 0.201858 [2020-11-13 16:59:08,806][root][INFO] - mean size_cls_loss: 0.202347 [2020-11-13 16:59:08,806][root][INFO] - mean size_reg_loss: 0.023515 [2020-11-13 16:59:08,806][root][INFO] - mean vote_loss: 0.231130 [2020-11-13 16:59:58,087][root][INFO] - ---- batch: 070 ---- [2020-11-13 16:59:58,097][root][INFO] - mean box_loss: 0.195055 [2020-11-13 16:59:58,098][root][INFO] - mean center_loss: 0.035070 [2020-11-13 16:59:58,098][root][INFO] - mean heading_cls_loss: 0.710895 [2020-11-13 16:59:58,098][root][INFO] - mean heading_reg_loss: 0.045653 [2020-11-13 16:59:58,098][root][INFO] - mean loss: 4.615266 [2020-11-13 16:59:58,098][root][INFO] - mean neg_ratio: 0.736328 [2020-11-13 16:59:58,098][root][INFO] - mean obj_acc: 0.942350 [2020-11-13 16:59:58,098][root][INFO] - mean objectness_loss: 0.047087 [2020-11-13 16:59:58,098][root][INFO] - mean pos_ratio: 0.139490 [2020-11-13 16:59:58,099][root][INFO] - mean sem_cls_loss: 0.213080 [2020-11-13 16:59:58,099][root][INFO] - mean size_cls_loss: 0.212655 [2020-11-13 16:59:58,099][root][INFO] - mean size_reg_loss: 0.021977 [2020-11-13 16:59:58,099][root][INFO] - mean vote_loss: 0.221620 [2020-11-13 17:00:47,701][root][INFO] - ---- batch: 080 ---- [2020-11-13 17:00:47,707][root][INFO] - mean box_loss: 0.192775 [2020-11-13 17:00:47,708][root][INFO] - mean center_loss: 0.035023 [2020-11-13 17:00:47,708][root][INFO] - mean heading_cls_loss: 0.700526 [2020-11-13 17:00:47,708][root][INFO] - mean heading_reg_loss: 0.048184 [2020-11-13 17:00:47,708][root][INFO] - mean loss: 4.636056 [2020-11-13 17:00:47,708][root][INFO] - mean neg_ratio: 0.737244 [2020-11-13 17:00:47,709][root][INFO] - mean obj_acc: 0.948670 [2020-11-13 17:00:47,709][root][INFO] - mean objectness_loss: 0.044384 [2020-11-13 17:00:47,709][root][INFO] - mean pos_ratio: 0.139050 [2020-11-13 17:00:47,709][root][INFO] - mean sem_cls_loss: 0.196576 [2020-11-13 17:00:47,709][root][INFO] - mean size_cls_loss: 0.196179 [2020-11-13 17:00:47,709][root][INFO] - mean size_reg_loss: 0.019898 [2020-11-13 17:00:47,709][root][INFO] - mean vote_loss: 0.228981 [2020-11-13 17:01:01,532][root][INFO] - **** EPOCH 088 **** [2020-11-13 17:01:01,535][root][INFO] - Current learning rate: 0.000100 [2020-11-13 17:01:01,535][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 17:01:01,535][root][INFO] - 2020-11-13 17:01:01.535259 [2020-11-13 17:01:56,284][root][INFO] - ---- batch: 010 ---- [2020-11-13 17:01:56,290][root][INFO] - mean box_loss: 0.194939 [2020-11-13 17:01:56,290][root][INFO] - mean center_loss: 0.033973 [2020-11-13 17:01:56,290][root][INFO] - mean heading_cls_loss: 0.688078 [2020-11-13 17:01:56,290][root][INFO] - mean heading_reg_loss: 0.046533 [2020-11-13 17:01:56,290][root][INFO] - mean loss: 4.626071 [2020-11-13 17:01:56,290][root][INFO] - mean neg_ratio: 0.724646 [2020-11-13 17:01:56,290][root][INFO] - mean obj_acc: 0.944735 [2020-11-13 17:01:56,291][root][INFO] - mean objectness_loss: 0.047715 [2020-11-13 17:01:56,291][root][INFO] - mean pos_ratio: 0.143085 [2020-11-13 17:01:56,291][root][INFO] - mean sem_cls_loss: 0.225389 [2020-11-13 17:01:56,291][root][INFO] - mean size_cls_loss: 0.225729 [2020-11-13 17:01:56,291][root][INFO] - mean size_reg_loss: 0.023051 [2020-11-13 17:01:56,291][root][INFO] - mean vote_loss: 0.221272 [2020-11-13 17:02:47,177][root][INFO] - ---- batch: 020 ---- [2020-11-13 17:02:47,182][root][INFO] - mean box_loss: 0.220837 [2020-11-13 17:02:47,182][root][INFO] - mean center_loss: 0.061490 [2020-11-13 17:02:47,183][root][INFO] - mean heading_cls_loss: 0.738390 [2020-11-13 17:02:47,183][root][INFO] - mean heading_reg_loss: 0.043000 [2020-11-13 17:02:47,183][root][INFO] - mean loss: 4.811253 [2020-11-13 17:02:47,183][root][INFO] - mean neg_ratio: 0.730670 [2020-11-13 17:02:47,183][root][INFO] - mean obj_acc: 0.945294 [2020-11-13 17:02:47,183][root][INFO] - mean objectness_loss: 0.045996 [2020-11-13 17:02:47,183][root][INFO] - mean pos_ratio: 0.141974 [2020-11-13 17:02:47,183][root][INFO] - mean sem_cls_loss: 0.218900 [2020-11-13 17:02:47,183][root][INFO] - mean size_cls_loss: 0.219408 [2020-11-13 17:02:47,183][root][INFO] - mean size_reg_loss: 0.020566 [2020-11-13 17:02:47,183][root][INFO] - mean vote_loss: 0.215401 [2020-11-13 17:03:37,904][root][INFO] - ---- batch: 030 ---- [2020-11-13 17:03:37,908][root][INFO] - mean box_loss: 0.193808 [2020-11-13 17:03:37,909][root][INFO] - mean center_loss: 0.039219 [2020-11-13 17:03:37,909][root][INFO] - mean heading_cls_loss: 0.661764 [2020-11-13 17:03:37,909][root][INFO] - mean heading_reg_loss: 0.045451 [2020-11-13 17:03:37,909][root][INFO] - mean loss: 4.650379 [2020-11-13 17:03:37,909][root][INFO] - mean neg_ratio: 0.728741 [2020-11-13 17:03:37,909][root][INFO] - mean obj_acc: 0.940559 [2020-11-13 17:03:37,909][root][INFO] - mean objectness_loss: 0.049350 [2020-11-13 17:03:37,909][root][INFO] - mean pos_ratio: 0.141144 [2020-11-13 17:03:37,909][root][INFO] - mean sem_cls_loss: 0.210323 [2020-11-13 17:03:37,909][root][INFO] - mean size_cls_loss: 0.209651 [2020-11-13 17:03:37,909][root][INFO] - mean size_reg_loss: 0.021996 [2020-11-13 17:03:37,909][root][INFO] - mean vote_loss: 0.225523 [2020-11-13 17:04:30,050][root][INFO] - ---- batch: 040 ---- [2020-11-13 17:04:30,056][root][INFO] - mean box_loss: 0.196468 [2020-11-13 17:04:30,056][root][INFO] - mean center_loss: 0.035133 [2020-11-13 17:04:30,056][root][INFO] - mean heading_cls_loss: 0.697177 [2020-11-13 17:04:30,056][root][INFO] - mean heading_reg_loss: 0.043200 [2020-11-13 17:04:30,056][root][INFO] - mean loss: 4.854759 [2020-11-13 17:04:30,056][root][INFO] - mean neg_ratio: 0.722125 [2020-11-13 17:04:30,056][root][INFO] - mean obj_acc: 0.943894 [2020-11-13 17:04:30,056][root][INFO] - mean objectness_loss: 0.048389 [2020-11-13 17:04:30,056][root][INFO] - mean pos_ratio: 0.143976 [2020-11-13 17:04:30,056][root][INFO] - mean sem_cls_loss: 0.258921 [2020-11-13 17:04:30,056][root][INFO] - mean size_cls_loss: 0.259744 [2020-11-13 17:04:30,056][root][INFO] - mean size_reg_loss: 0.022442 [2020-11-13 17:04:30,056][root][INFO] - mean vote_loss: 0.238922 [2020-11-13 17:05:22,394][root][INFO] - ---- batch: 050 ---- [2020-11-13 17:05:22,401][root][INFO] - mean box_loss: 0.193674 [2020-11-13 17:05:22,401][root][INFO] - mean center_loss: 0.036478 [2020-11-13 17:05:22,401][root][INFO] - mean heading_cls_loss: 0.724563 [2020-11-13 17:05:22,401][root][INFO] - mean heading_reg_loss: 0.045184 [2020-11-13 17:05:22,401][root][INFO] - mean loss: 4.677484 [2020-11-13 17:05:22,401][root][INFO] - mean neg_ratio: 0.746777 [2020-11-13 17:05:22,401][root][INFO] - mean obj_acc: 0.943304 [2020-11-13 17:05:22,401][root][INFO] - mean objectness_loss: 0.045276 [2020-11-13 17:05:22,401][root][INFO] - mean pos_ratio: 0.138354 [2020-11-13 17:05:22,401][root][INFO] - mean sem_cls_loss: 0.200178 [2020-11-13 17:05:22,401][root][INFO] - mean size_cls_loss: 0.200015 [2020-11-13 17:05:22,401][root][INFO] - mean size_reg_loss: 0.019554 [2020-11-13 17:05:22,401][root][INFO] - mean vote_loss: 0.231419 [2020-11-13 17:06:13,490][root][INFO] - ---- batch: 060 ---- [2020-11-13 17:06:13,499][root][INFO] - mean box_loss: 0.184212 [2020-11-13 17:06:13,500][root][INFO] - mean center_loss: 0.032000 [2020-11-13 17:06:13,500][root][INFO] - mean heading_cls_loss: 0.624797 [2020-11-13 17:06:13,500][root][INFO] - mean heading_reg_loss: 0.048697 [2020-11-13 17:06:13,500][root][INFO] - mean loss: 4.545381 [2020-11-13 17:06:13,500][root][INFO] - mean neg_ratio: 0.723926 [2020-11-13 17:06:13,501][root][INFO] - mean obj_acc: 0.950052 [2020-11-13 17:06:13,501][root][INFO] - mean objectness_loss: 0.043514 [2020-11-13 17:06:13,501][root][INFO] - mean pos_ratio: 0.145313 [2020-11-13 17:06:13,501][root][INFO] - mean sem_cls_loss: 0.203055 [2020-11-13 17:06:13,501][root][INFO] - mean size_cls_loss: 0.203145 [2020-11-13 17:06:13,501][root][INFO] - mean size_reg_loss: 0.020721 [2020-11-13 17:06:13,501][root][INFO] - mean vote_loss: 0.228263 [2020-11-13 17:07:02,573][root][INFO] - ---- batch: 070 ---- [2020-11-13 17:07:02,579][root][INFO] - mean box_loss: 0.191518 [2020-11-13 17:07:02,579][root][INFO] - mean center_loss: 0.033671 [2020-11-13 17:07:02,580][root][INFO] - mean heading_cls_loss: 0.714332 [2020-11-13 17:07:02,580][root][INFO] - mean heading_reg_loss: 0.046079 [2020-11-13 17:07:02,580][root][INFO] - mean loss: 4.626099 [2020-11-13 17:07:02,580][root][INFO] - mean neg_ratio: 0.733759 [2020-11-13 17:07:02,580][root][INFO] - mean obj_acc: 0.945027 [2020-11-13 17:07:02,580][root][INFO] - mean objectness_loss: 0.048053 [2020-11-13 17:07:02,580][root][INFO] - mean pos_ratio: 0.146289 [2020-11-13 17:07:02,580][root][INFO] - mean sem_cls_loss: 0.203185 [2020-11-13 17:07:02,580][root][INFO] - mean size_cls_loss: 0.203277 [2020-11-13 17:07:02,580][root][INFO] - mean size_reg_loss: 0.020007 [2020-11-13 17:07:02,580][root][INFO] - mean vote_loss: 0.226747 [2020-11-13 17:07:50,954][root][INFO] - ---- batch: 080 ---- [2020-11-13 17:07:50,960][root][INFO] - mean box_loss: 0.217367 [2020-11-13 17:07:50,961][root][INFO] - mean center_loss: 0.038335 [2020-11-13 17:07:50,961][root][INFO] - mean heading_cls_loss: 0.807905 [2020-11-13 17:07:50,961][root][INFO] - mean heading_reg_loss: 0.047488 [2020-11-13 17:07:50,961][root][INFO] - mean loss: 5.086113 [2020-11-13 17:07:50,961][root][INFO] - mean neg_ratio: 0.740460 [2020-11-13 17:07:50,961][root][INFO] - mean obj_acc: 0.944212 [2020-11-13 17:07:50,961][root][INFO] - mean objectness_loss: 0.048258 [2020-11-13 17:07:50,961][root][INFO] - mean pos_ratio: 0.132281 [2020-11-13 17:07:50,961][root][INFO] - mean sem_cls_loss: 0.242136 [2020-11-13 17:07:50,962][root][INFO] - mean size_cls_loss: 0.241536 [2020-11-13 17:07:50,962][root][INFO] - mean size_reg_loss: 0.026600 [2020-11-13 17:07:50,962][root][INFO] - mean vote_loss: 0.242902 [2020-11-13 17:08:05,306][root][INFO] - **** EPOCH 089 **** [2020-11-13 17:08:05,308][root][INFO] - Current learning rate: 0.000100 [2020-11-13 17:08:05,308][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 17:08:05,308][root][INFO] - 2020-11-13 17:08:05.308568 [2020-11-13 17:09:01,720][root][INFO] - ---- batch: 010 ---- [2020-11-13 17:09:01,736][root][INFO] - mean box_loss: 0.197689 [2020-11-13 17:09:01,737][root][INFO] - mean center_loss: 0.039077 [2020-11-13 17:09:01,737][root][INFO] - mean heading_cls_loss: 0.679112 [2020-11-13 17:09:01,737][root][INFO] - mean heading_reg_loss: 0.047459 [2020-11-13 17:09:01,737][root][INFO] - mean loss: 4.691275 [2020-11-13 17:09:01,737][root][INFO] - mean neg_ratio: 0.729889 [2020-11-13 17:09:01,737][root][INFO] - mean obj_acc: 0.947423 [2020-11-13 17:09:01,737][root][INFO] - mean objectness_loss: 0.043411 [2020-11-13 17:09:01,737][root][INFO] - mean pos_ratio: 0.140070 [2020-11-13 17:09:01,737][root][INFO] - mean sem_cls_loss: 0.215045 [2020-11-13 17:09:01,737][root][INFO] - mean size_cls_loss: 0.214957 [2020-11-13 17:09:01,737][root][INFO] - mean size_reg_loss: 0.021745 [2020-11-13 17:09:01,737][root][INFO] - mean vote_loss: 0.228228 [2020-11-13 17:09:53,015][root][INFO] - ---- batch: 020 ---- [2020-11-13 17:09:53,020][root][INFO] - mean box_loss: 0.190554 [2020-11-13 17:09:53,020][root][INFO] - mean center_loss: 0.033934 [2020-11-13 17:09:53,020][root][INFO] - mean heading_cls_loss: 0.721112 [2020-11-13 17:09:53,021][root][INFO] - mean heading_reg_loss: 0.043632 [2020-11-13 17:09:53,021][root][INFO] - mean loss: 4.555441 [2020-11-13 17:09:53,021][root][INFO] - mean neg_ratio: 0.726996 [2020-11-13 17:09:53,021][root][INFO] - mean obj_acc: 0.943799 [2020-11-13 17:09:53,021][root][INFO] - mean objectness_loss: 0.047270 [2020-11-13 17:09:53,021][root][INFO] - mean pos_ratio: 0.143158 [2020-11-13 17:09:53,021][root][INFO] - mean sem_cls_loss: 0.209074 [2020-11-13 17:09:53,021][root][INFO] - mean size_cls_loss: 0.208847 [2020-11-13 17:09:53,021][root][INFO] - mean size_reg_loss: 0.019992 [2020-11-13 17:09:53,021][root][INFO] - mean vote_loss: 0.220448 [2020-11-13 17:10:42,732][root][INFO] - ---- batch: 030 ---- [2020-11-13 17:10:42,737][root][INFO] - mean box_loss: 0.185534 [2020-11-13 17:10:42,737][root][INFO] - mean center_loss: 0.032505 [2020-11-13 17:10:42,737][root][INFO] - mean heading_cls_loss: 0.691614 [2020-11-13 17:10:42,737][root][INFO] - mean heading_reg_loss: 0.044433 [2020-11-13 17:10:42,737][root][INFO] - mean loss: 4.476091 [2020-11-13 17:10:42,737][root][INFO] - mean neg_ratio: 0.727698 [2020-11-13 17:10:42,737][root][INFO] - mean obj_acc: 0.945361 [2020-11-13 17:10:42,737][root][INFO] - mean objectness_loss: 0.049930 [2020-11-13 17:10:42,737][root][INFO] - mean pos_ratio: 0.140668 [2020-11-13 17:10:42,737][root][INFO] - mean sem_cls_loss: 0.202319 [2020-11-13 17:10:42,737][root][INFO] - mean size_cls_loss: 0.201985 [2020-11-13 17:10:42,737][root][INFO] - mean size_reg_loss: 0.019236 [2020-11-13 17:10:42,738][root][INFO] - mean vote_loss: 0.216878 [2020-11-13 17:11:34,463][root][INFO] - ---- batch: 040 ---- [2020-11-13 17:11:34,468][root][INFO] - mean box_loss: 0.208180 [2020-11-13 17:11:34,469][root][INFO] - mean center_loss: 0.047153 [2020-11-13 17:11:34,469][root][INFO] - mean heading_cls_loss: 0.690792 [2020-11-13 17:11:34,469][root][INFO] - mean heading_reg_loss: 0.049363 [2020-11-13 17:11:34,469][root][INFO] - mean loss: 4.730891 [2020-11-13 17:11:34,469][root][INFO] - mean neg_ratio: 0.731946 [2020-11-13 17:11:34,469][root][INFO] - mean obj_acc: 0.944264 [2020-11-13 17:11:34,469][root][INFO] - mean objectness_loss: 0.049329 [2020-11-13 17:11:34,469][root][INFO] - mean pos_ratio: 0.141620 [2020-11-13 17:11:34,469][root][INFO] - mean sem_cls_loss: 0.210099 [2020-11-13 17:11:34,469][root][INFO] - mean size_cls_loss: 0.210971 [2020-11-13 17:11:34,469][root][INFO] - mean size_reg_loss: 0.021487 [2020-11-13 17:11:34,469][root][INFO] - mean vote_loss: 0.219235 [2020-11-13 17:12:25,268][root][INFO] - ---- batch: 050 ---- [2020-11-13 17:12:25,276][root][INFO] - mean box_loss: 0.205436 [2020-11-13 17:12:25,276][root][INFO] - mean center_loss: 0.039092 [2020-11-13 17:12:25,277][root][INFO] - mean heading_cls_loss: 0.702541 [2020-11-13 17:12:25,277][root][INFO] - mean heading_reg_loss: 0.048461 [2020-11-13 17:12:25,277][root][INFO] - mean loss: 5.121006 [2020-11-13 17:12:25,277][root][INFO] - mean neg_ratio: 0.720251 [2020-11-13 17:12:25,277][root][INFO] - mean obj_acc: 0.951642 [2020-11-13 17:12:25,277][root][INFO] - mean objectness_loss: 0.047428 [2020-11-13 17:12:25,277][root][INFO] - mean pos_ratio: 0.149841 [2020-11-13 17:12:25,277][root][INFO] - mean sem_cls_loss: 0.235979 [2020-11-13 17:12:25,277][root][INFO] - mean size_cls_loss: 0.236813 [2020-11-13 17:12:25,277][root][INFO] - mean size_reg_loss: 0.023948 [2020-11-13 17:12:25,277][root][INFO] - mean vote_loss: 0.259352 [2020-11-13 17:13:15,407][root][INFO] - ---- batch: 060 ---- [2020-11-13 17:13:15,412][root][INFO] - mean box_loss: 0.202669 [2020-11-13 17:13:15,412][root][INFO] - mean center_loss: 0.038506 [2020-11-13 17:13:15,412][root][INFO] - mean heading_cls_loss: 0.735777 [2020-11-13 17:13:15,413][root][INFO] - mean heading_reg_loss: 0.044142 [2020-11-13 17:13:15,413][root][INFO] - mean loss: 4.723587 [2020-11-13 17:13:15,413][root][INFO] - mean neg_ratio: 0.722339 [2020-11-13 17:13:15,413][root][INFO] - mean obj_acc: 0.945895 [2020-11-13 17:13:15,413][root][INFO] - mean objectness_loss: 0.046027 [2020-11-13 17:13:15,413][root][INFO] - mean pos_ratio: 0.146503 [2020-11-13 17:13:15,413][root][INFO] - mean sem_cls_loss: 0.204597 [2020-11-13 17:13:15,413][root][INFO] - mean size_cls_loss: 0.204520 [2020-11-13 17:13:15,413][root][INFO] - mean size_reg_loss: 0.025991 [2020-11-13 17:13:15,413][root][INFO] - mean vote_loss: 0.226217 [2020-11-13 17:14:06,097][root][INFO] - ---- batch: 070 ---- [2020-11-13 17:14:06,106][root][INFO] - mean box_loss: 0.190390 [2020-11-13 17:14:06,106][root][INFO] - mean center_loss: 0.035848 [2020-11-13 17:14:06,107][root][INFO] - mean heading_cls_loss: 0.676689 [2020-11-13 17:14:06,107][root][INFO] - mean heading_reg_loss: 0.043787 [2020-11-13 17:14:06,107][root][INFO] - mean loss: 4.580530 [2020-11-13 17:14:06,107][root][INFO] - mean neg_ratio: 0.737054 [2020-11-13 17:14:06,107][root][INFO] - mean obj_acc: 0.937901 [2020-11-13 17:14:06,107][root][INFO] - mean objectness_loss: 0.048810 [2020-11-13 17:14:06,107][root][INFO] - mean pos_ratio: 0.141833 [2020-11-13 17:14:06,107][root][INFO] - mean sem_cls_loss: 0.217762 [2020-11-13 17:14:06,107][root][INFO] - mean size_cls_loss: 0.218645 [2020-11-13 17:14:06,107][root][INFO] - mean size_reg_loss: 0.021222 [2020-11-13 17:14:06,107][root][INFO] - mean vote_loss: 0.221481 [2020-11-13 17:14:55,366][root][INFO] - ---- batch: 080 ---- [2020-11-13 17:14:55,374][root][INFO] - mean box_loss: 0.197574 [2020-11-13 17:14:55,374][root][INFO] - mean center_loss: 0.037045 [2020-11-13 17:14:55,374][root][INFO] - mean heading_cls_loss: 0.704354 [2020-11-13 17:14:55,375][root][INFO] - mean heading_reg_loss: 0.043796 [2020-11-13 17:14:55,375][root][INFO] - mean loss: 4.673092 [2020-11-13 17:14:55,375][root][INFO] - mean neg_ratio: 0.733936 [2020-11-13 17:14:55,375][root][INFO] - mean obj_acc: 0.940832 [2020-11-13 17:14:55,375][root][INFO] - mean objectness_loss: 0.050004 [2020-11-13 17:14:55,375][root][INFO] - mean pos_ratio: 0.142279 [2020-11-13 17:14:55,375][root][INFO] - mean sem_cls_loss: 0.244708 [2020-11-13 17:14:55,375][root][INFO] - mean size_cls_loss: 0.244490 [2020-11-13 17:14:55,375][root][INFO] - mean size_reg_loss: 0.021848 [2020-11-13 17:14:55,375][root][INFO] - mean vote_loss: 0.220262 [2020-11-13 17:15:08,139][root][INFO] - Eval batch: 0 [2020-11-13 17:15:09,932][root][INFO] - Eval batch: 10 [2020-11-13 17:15:11,775][root][INFO] - Eval batch: 20 [2020-11-13 17:15:13,554][root][INFO] - Eval batch: 30 [2020-11-13 17:15:15,437][root][INFO] - Eval batch: 40 [2020-11-13 17:15:17,203][root][INFO] - Eval batch: 50 [2020-11-13 17:15:18,997][root][INFO] - Eval batch: 60 [2020-11-13 17:15:20,694][root][INFO] - Eval batch: 70 [2020-11-13 17:15:22,513][root][INFO] - 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Eval batch: 4760 [2020-11-13 17:30:05,476][root][INFO] - Eval batch: 4770 [2020-11-13 17:30:07,286][root][INFO] - Eval batch: 4780 [2020-11-13 17:30:09,101][root][INFO] - Eval batch: 4790 [2020-11-13 17:30:10,957][root][INFO] - Eval batch: 4800 [2020-11-13 17:30:12,815][root][INFO] - Eval batch: 4810 [2020-11-13 17:30:14,665][root][INFO] - Eval batch: 4820 [2020-11-13 17:30:16,501][root][INFO] - Eval batch: 4830 [2020-11-13 17:30:18,313][root][INFO] - Eval batch: 4840 [2020-11-13 17:30:20,201][root][INFO] - Eval batch: 4850 [2020-11-13 17:30:22,095][root][INFO] - Eval batch: 4860 [2020-11-13 17:30:23,904][root][INFO] - Eval batch: 4870 [2020-11-13 17:30:25,798][root][INFO] - Eval batch: 4880 [2020-11-13 17:30:27,673][root][INFO] - Eval batch: 4890 [2020-11-13 17:30:29,491][root][INFO] - Eval batch: 4900 [2020-11-13 17:30:31,323][root][INFO] - Eval batch: 4910 [2020-11-13 17:30:33,060][root][INFO] - Eval batch: 4920 [2020-11-13 17:30:34,988][root][INFO] - Eval batch: 4930 [2020-11-13 17:30:36,900][root][INFO] - Eval batch: 4940 [2020-11-13 17:30:38,688][root][INFO] - Eval batch: 4950 [2020-11-13 17:30:40,541][root][INFO] - Eval batch: 4960 [2020-11-13 17:30:42,407][root][INFO] - Eval batch: 4970 [2020-11-13 17:30:44,335][root][INFO] - Eval batch: 4980 [2020-11-13 17:30:46,178][root][INFO] - Eval batch: 4990 [2020-11-13 17:30:48,119][root][INFO] - Eval batch: 5000 [2020-11-13 17:30:49,981][root][INFO] - Eval batch: 5010 [2020-11-13 17:30:51,835][root][INFO] - Eval batch: 5020 [2020-11-13 17:30:53,635][root][INFO] - Eval batch: 5030 [2020-11-13 17:30:55,405][root][INFO] - Eval batch: 5040 [2020-11-13 17:30:57,304][root][INFO] - eval mean box_loss: 0.225286 [2020-11-13 17:30:57,305][root][INFO] - eval mean center_loss: 0.042326 [2020-11-13 17:30:57,306][root][INFO] - eval mean heading_cls_loss: 0.736113 [2020-11-13 17:30:57,306][root][INFO] - eval mean heading_reg_loss: 0.041581 [2020-11-13 17:30:57,306][root][INFO] - eval mean loss: 5.514097 [2020-11-13 17:30:57,307][root][INFO] - eval mean neg_ratio: 0.703690 [2020-11-13 17:30:57,307][root][INFO] - eval mean obj_acc: 0.923860 [2020-11-13 17:30:57,308][root][INFO] - eval mean objectness_loss: 0.084586 [2020-11-13 17:30:57,308][root][INFO] - eval mean pos_ratio: 0.153348 [2020-11-13 17:30:57,308][root][INFO] - eval mean sem_cls_loss: 0.444318 [2020-11-13 17:30:57,309][root][INFO] - eval mean size_cls_loss: 0.444111 [2020-11-13 17:30:57,309][root][INFO] - eval mean size_reg_loss: 0.023357 [2020-11-13 17:30:57,309][root][INFO] - eval mean vote_loss: 0.239399 [2020-11-13 17:31:51,198][root][INFO] - eval bed Average Precision: 0.508204 [2020-11-13 17:31:51,199][root][INFO] - eval table Average Precision: 0.180908 [2020-11-13 17:31:51,199][root][INFO] - eval sofa Average Precision: 0.511614 [2020-11-13 17:31:51,199][root][INFO] - eval chair Average Precision: 0.518839 [2020-11-13 17:31:51,199][root][INFO] - eval toilet Average Precision: 0.622235 [2020-11-13 17:31:51,199][root][INFO] - eval desk Average Precision: 0.062084 [2020-11-13 17:31:51,200][root][INFO] - eval dresser Average Precision: 0.156274 [2020-11-13 17:31:51,200][root][INFO] - eval night_stand Average Precision: 0.357697 [2020-11-13 17:31:51,200][root][INFO] - eval bookshelf Average Precision: 0.089142 [2020-11-13 17:31:51,200][root][INFO] - eval bathtub Average Precision: 0.340543 [2020-11-13 17:31:51,200][root][INFO] - eval mAP: 0.334754 [2020-11-13 17:31:51,200][root][INFO] - eval bed Recall: 0.653775 [2020-11-13 17:31:51,200][root][INFO] - eval table Recall: 0.397955 [2020-11-13 17:31:51,200][root][INFO] - eval sofa Recall: 0.672926 [2020-11-13 17:31:51,200][root][INFO] - eval chair Recall: 0.633176 [2020-11-13 17:31:51,200][root][INFO] - eval toilet Recall: 0.701987 [2020-11-13 17:31:51,200][root][INFO] - eval desk Recall: 0.278898 [2020-11-13 17:31:51,200][root][INFO] - eval dresser Recall: 0.402778 [2020-11-13 17:31:51,201][root][INFO] - eval night_stand Recall: 0.570866 [2020-11-13 17:31:51,201][root][INFO] - eval bookshelf Recall: 0.224080 [2020-11-13 17:31:51,201][root][INFO] - eval bathtub Recall: 0.500000 [2020-11-13 17:31:51,201][root][INFO] - eval AR: 0.503644 [2020-11-13 17:31:51,201][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 17:31:53,401][root][INFO] - **** EPOCH 090 **** [2020-11-13 17:31:53,402][root][INFO] - Current learning rate: 0.000100 [2020-11-13 17:31:53,402][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 17:31:53,402][root][INFO] - 2020-11-13 17:31:53.402616 [2020-11-13 17:32:50,106][root][INFO] - ---- batch: 010 ---- [2020-11-13 17:32:50,110][root][INFO] - mean box_loss: 0.204763 [2020-11-13 17:32:50,111][root][INFO] - mean center_loss: 0.034773 [2020-11-13 17:32:50,111][root][INFO] - mean heading_cls_loss: 0.766485 [2020-11-13 17:32:50,111][root][INFO] - mean heading_reg_loss: 0.048934 [2020-11-13 17:32:50,111][root][INFO] - mean loss: 4.887981 [2020-11-13 17:32:50,111][root][INFO] - mean neg_ratio: 0.716376 [2020-11-13 17:32:50,111][root][INFO] - mean obj_acc: 0.946514 [2020-11-13 17:32:50,111][root][INFO] - mean objectness_loss: 0.053388 [2020-11-13 17:32:50,111][root][INFO] - mean pos_ratio: 0.158075 [2020-11-13 17:32:50,111][root][INFO] - mean sem_cls_loss: 0.230944 [2020-11-13 17:32:50,111][root][INFO] - mean size_cls_loss: 0.231420 [2020-11-13 17:32:50,111][root][INFO] - mean size_reg_loss: 0.021265 [2020-11-13 17:32:50,111][root][INFO] - mean vote_loss: 0.234247 [2020-11-13 17:33:40,521][root][INFO] - ---- batch: 020 ---- [2020-11-13 17:33:40,525][root][INFO] - mean box_loss: 0.198495 [2020-11-13 17:33:40,525][root][INFO] - mean center_loss: 0.036217 [2020-11-13 17:33:40,525][root][INFO] - mean heading_cls_loss: 0.710642 [2020-11-13 17:33:40,526][root][INFO] - mean heading_reg_loss: 0.052084 [2020-11-13 17:33:40,526][root][INFO] - mean loss: 4.573148 [2020-11-13 17:33:40,526][root][INFO] - mean neg_ratio: 0.742407 [2020-11-13 17:33:40,526][root][INFO] - mean obj_acc: 0.933979 [2020-11-13 17:33:40,526][root][INFO] - mean objectness_loss: 0.048380 [2020-11-13 17:33:40,526][root][INFO] - mean pos_ratio: 0.134473 [2020-11-13 17:33:40,526][root][INFO] - mean sem_cls_loss: 0.193624 [2020-11-13 17:33:40,526][root][INFO] - mean size_cls_loss: 0.193352 [2020-11-13 17:33:40,526][root][INFO] - mean size_reg_loss: 0.019795 [2020-11-13 17:33:40,526][root][INFO] - mean vote_loss: 0.215267 [2020-11-13 17:34:31,411][root][INFO] - ---- batch: 030 ---- [2020-11-13 17:34:31,416][root][INFO] - mean box_loss: 0.196753 [2020-11-13 17:34:31,416][root][INFO] - mean center_loss: 0.038573 [2020-11-13 17:34:31,417][root][INFO] - mean heading_cls_loss: 0.675059 [2020-11-13 17:34:31,417][root][INFO] - mean heading_reg_loss: 0.048501 [2020-11-13 17:34:31,417][root][INFO] - mean loss: 4.752025 [2020-11-13 17:34:31,417][root][INFO] - mean neg_ratio: 0.714478 [2020-11-13 17:34:31,417][root][INFO] - mean obj_acc: 0.944459 [2020-11-13 17:34:31,417][root][INFO] - mean objectness_loss: 0.049034 [2020-11-13 17:34:31,417][root][INFO] - mean pos_ratio: 0.151477 [2020-11-13 17:34:31,417][root][INFO] - mean sem_cls_loss: 0.210923 [2020-11-13 17:34:31,417][root][INFO] - mean size_cls_loss: 0.210863 [2020-11-13 17:34:31,417][root][INFO] - mean size_reg_loss: 0.021087 [2020-11-13 17:34:31,417][root][INFO] - mean vote_loss: 0.232841 [2020-11-13 17:35:21,823][root][INFO] - ---- batch: 040 ---- [2020-11-13 17:35:21,829][root][INFO] - mean box_loss: 0.202416 [2020-11-13 17:35:21,829][root][INFO] - mean center_loss: 0.040170 [2020-11-13 17:35:21,829][root][INFO] - mean heading_cls_loss: 0.717465 [2020-11-13 17:35:21,829][root][INFO] - mean heading_reg_loss: 0.045735 [2020-11-13 17:35:21,829][root][INFO] - mean loss: 4.823722 [2020-11-13 17:35:21,829][root][INFO] - mean neg_ratio: 0.730914 [2020-11-13 17:35:21,829][root][INFO] - mean obj_acc: 0.939756 [2020-11-13 17:35:21,829][root][INFO] - mean objectness_loss: 0.049968 [2020-11-13 17:35:21,829][root][INFO] - mean pos_ratio: 0.139502 [2020-11-13 17:35:21,829][root][INFO] - mean sem_cls_loss: 0.225925 [2020-11-13 17:35:21,829][root][INFO] - mean size_cls_loss: 0.226503 [2020-11-13 17:35:21,830][root][INFO] - mean size_reg_loss: 0.022114 [2020-11-13 17:35:21,830][root][INFO] - mean vote_loss: 0.232380 [2020-11-13 17:36:11,687][root][INFO] - ---- batch: 050 ---- [2020-11-13 17:36:11,694][root][INFO] - mean box_loss: 0.192596 [2020-11-13 17:36:11,694][root][INFO] - mean center_loss: 0.037158 [2020-11-13 17:36:11,694][root][INFO] - mean heading_cls_loss: 0.668494 [2020-11-13 17:36:11,694][root][INFO] - mean heading_reg_loss: 0.045592 [2020-11-13 17:36:11,694][root][INFO] - mean loss: 4.721015 [2020-11-13 17:36:11,694][root][INFO] - mean neg_ratio: 0.723132 [2020-11-13 17:36:11,694][root][INFO] - mean obj_acc: 0.942771 [2020-11-13 17:36:11,694][root][INFO] - mean objectness_loss: 0.048873 [2020-11-13 17:36:11,694][root][INFO] - mean pos_ratio: 0.147803 [2020-11-13 17:36:11,694][root][INFO] - mean sem_cls_loss: 0.198888 [2020-11-13 17:36:11,694][root][INFO] - mean size_cls_loss: 0.198592 [2020-11-13 17:36:11,694][root][INFO] - mean size_reg_loss: 0.023137 [2020-11-13 17:36:11,695][root][INFO] - mean vote_loss: 0.235180 [2020-11-13 17:37:03,580][root][INFO] - ---- batch: 060 ---- [2020-11-13 17:37:03,585][root][INFO] - mean box_loss: 0.197638 [2020-11-13 17:37:03,586][root][INFO] - mean center_loss: 0.039787 [2020-11-13 17:37:03,586][root][INFO] - mean heading_cls_loss: 0.717434 [2020-11-13 17:37:03,586][root][INFO] - mean heading_reg_loss: 0.039595 [2020-11-13 17:37:03,586][root][INFO] - mean loss: 4.745054 [2020-11-13 17:37:03,586][root][INFO] - mean neg_ratio: 0.720959 [2020-11-13 17:37:03,586][root][INFO] - mean obj_acc: 0.951208 [2020-11-13 17:37:03,586][root][INFO] - mean objectness_loss: 0.043372 [2020-11-13 17:37:03,586][root][INFO] - mean pos_ratio: 0.145776 [2020-11-13 17:37:03,586][root][INFO] - mean sem_cls_loss: 0.209210 [2020-11-13 17:37:03,586][root][INFO] - mean size_cls_loss: 0.209249 [2020-11-13 17:37:03,587][root][INFO] - mean size_reg_loss: 0.025587 [2020-11-13 17:37:03,587][root][INFO] - mean vote_loss: 0.234260 [2020-11-13 17:37:53,830][root][INFO] - ---- batch: 070 ---- [2020-11-13 17:37:53,836][root][INFO] - mean box_loss: 0.200189 [2020-11-13 17:37:53,836][root][INFO] - mean center_loss: 0.034577 [2020-11-13 17:37:53,836][root][INFO] - mean heading_cls_loss: 0.745307 [2020-11-13 17:37:53,837][root][INFO] - mean heading_reg_loss: 0.047783 [2020-11-13 17:37:53,837][root][INFO] - mean loss: 4.641009 [2020-11-13 17:37:53,837][root][INFO] - mean neg_ratio: 0.745264 [2020-11-13 17:37:53,837][root][INFO] - mean obj_acc: 0.935500 [2020-11-13 17:37:53,837][root][INFO] - mean objectness_loss: 0.048110 [2020-11-13 17:37:53,837][root][INFO] - mean pos_ratio: 0.135638 [2020-11-13 17:37:53,837][root][INFO] - mean sem_cls_loss: 0.199500 [2020-11-13 17:37:53,837][root][INFO] - mean size_cls_loss: 0.199578 [2020-11-13 17:37:53,837][root][INFO] - mean size_reg_loss: 0.023340 [2020-11-13 17:37:53,837][root][INFO] - mean vote_loss: 0.219907 [2020-11-13 17:38:41,894][root][INFO] - ---- batch: 080 ---- [2020-11-13 17:38:41,901][root][INFO] - mean box_loss: 0.180185 [2020-11-13 17:38:41,901][root][INFO] - mean center_loss: 0.034936 [2020-11-13 17:38:41,901][root][INFO] - mean heading_cls_loss: 0.654023 [2020-11-13 17:38:41,901][root][INFO] - mean heading_reg_loss: 0.042012 [2020-11-13 17:38:41,902][root][INFO] - mean loss: 4.272615 [2020-11-13 17:38:41,902][root][INFO] - mean neg_ratio: 0.725665 [2020-11-13 17:38:41,902][root][INFO] - mean obj_acc: 0.945776 [2020-11-13 17:38:41,902][root][INFO] - mean objectness_loss: 0.043940 [2020-11-13 17:38:41,902][root][INFO] - mean pos_ratio: 0.142688 [2020-11-13 17:38:41,902][root][INFO] - mean sem_cls_loss: 0.173238 [2020-11-13 17:38:41,902][root][INFO] - mean size_cls_loss: 0.173574 [2020-11-13 17:38:41,902][root][INFO] - mean size_reg_loss: 0.020477 [2020-11-13 17:38:41,902][root][INFO] - mean vote_loss: 0.207783 [2020-11-13 17:38:55,963][root][INFO] - **** EPOCH 091 **** [2020-11-13 17:38:55,965][root][INFO] - Current learning rate: 0.000100 [2020-11-13 17:38:55,965][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 17:38:55,965][root][INFO] - 2020-11-13 17:38:55.965634 [2020-11-13 17:39:51,877][root][INFO] - ---- batch: 010 ---- [2020-11-13 17:39:51,883][root][INFO] - mean box_loss: 0.202135 [2020-11-13 17:39:51,883][root][INFO] - mean center_loss: 0.043951 [2020-11-13 17:39:51,884][root][INFO] - mean heading_cls_loss: 0.692580 [2020-11-13 17:39:51,884][root][INFO] - mean heading_reg_loss: 0.044530 [2020-11-13 17:39:51,884][root][INFO] - mean loss: 4.769101 [2020-11-13 17:39:51,884][root][INFO] - mean neg_ratio: 0.709607 [2020-11-13 17:39:51,884][root][INFO] - mean obj_acc: 0.941418 [2020-11-13 17:39:51,884][root][INFO] - mean objectness_loss: 0.051616 [2020-11-13 17:39:51,884][root][INFO] - mean pos_ratio: 0.150635 [2020-11-13 17:39:51,884][root][INFO] - mean sem_cls_loss: 0.210634 [2020-11-13 17:39:51,884][root][INFO] - mean size_cls_loss: 0.210757 [2020-11-13 17:39:51,884][root][INFO] - mean size_reg_loss: 0.023320 [2020-11-13 17:39:51,884][root][INFO] - mean vote_loss: 0.227903 [2020-11-13 17:40:42,013][root][INFO] - ---- batch: 020 ---- [2020-11-13 17:40:42,017][root][INFO] - mean box_loss: 0.191639 [2020-11-13 17:40:42,017][root][INFO] - mean center_loss: 0.033522 [2020-11-13 17:40:42,017][root][INFO] - mean heading_cls_loss: 0.739390 [2020-11-13 17:40:42,017][root][INFO] - mean heading_reg_loss: 0.043598 [2020-11-13 17:40:42,017][root][INFO] - mean loss: 4.500241 [2020-11-13 17:40:42,017][root][INFO] - mean neg_ratio: 0.717181 [2020-11-13 17:40:42,017][root][INFO] - mean obj_acc: 0.944861 [2020-11-13 17:40:42,017][root][INFO] - mean objectness_loss: 0.047585 [2020-11-13 17:40:42,017][root][INFO] - mean pos_ratio: 0.149835 [2020-11-13 17:40:42,017][root][INFO] - mean sem_cls_loss: 0.212884 [2020-11-13 17:40:42,017][root][INFO] - mean size_cls_loss: 0.212862 [2020-11-13 17:40:42,018][root][INFO] - mean size_reg_loss: 0.019293 [2020-11-13 17:40:42,018][root][INFO] - mean vote_loss: 0.213304 [2020-11-13 17:41:32,828][root][INFO] - ---- batch: 030 ---- [2020-11-13 17:41:32,835][root][INFO] - mean box_loss: 0.185619 [2020-11-13 17:41:32,836][root][INFO] - mean center_loss: 0.035762 [2020-11-13 17:41:32,836][root][INFO] - mean heading_cls_loss: 0.659960 [2020-11-13 17:41:32,836][root][INFO] - mean heading_reg_loss: 0.042785 [2020-11-13 17:41:32,836][root][INFO] - mean loss: 4.556099 [2020-11-13 17:41:32,836][root][INFO] - mean neg_ratio: 0.745319 [2020-11-13 17:41:32,836][root][INFO] - mean obj_acc: 0.943206 [2020-11-13 17:41:32,836][root][INFO] - mean objectness_loss: 0.044503 [2020-11-13 17:41:32,836][root][INFO] - mean pos_ratio: 0.131958 [2020-11-13 17:41:32,836][root][INFO] - mean sem_cls_loss: 0.203577 [2020-11-13 17:41:32,836][root][INFO] - mean size_cls_loss: 0.203339 [2020-11-13 17:41:32,836][root][INFO] - mean size_reg_loss: 0.020742 [2020-11-13 17:41:32,836][root][INFO] - mean vote_loss: 0.227381 [2020-11-13 17:42:23,660][root][INFO] - ---- batch: 040 ---- [2020-11-13 17:42:23,666][root][INFO] - mean box_loss: 0.177547 [2020-11-13 17:42:23,666][root][INFO] - mean center_loss: 0.031184 [2020-11-13 17:42:23,666][root][INFO] - mean heading_cls_loss: 0.625952 [2020-11-13 17:42:23,666][root][INFO] - mean heading_reg_loss: 0.043130 [2020-11-13 17:42:23,666][root][INFO] - mean loss: 4.398741 [2020-11-13 17:42:23,666][root][INFO] - mean neg_ratio: 0.728687 [2020-11-13 17:42:23,666][root][INFO] - mean obj_acc: 0.942815 [2020-11-13 17:42:23,666][root][INFO] - mean objectness_loss: 0.046244 [2020-11-13 17:42:23,666][root][INFO] - mean pos_ratio: 0.144452 [2020-11-13 17:42:23,666][root][INFO] - mean sem_cls_loss: 0.179681 [2020-11-13 17:42:23,666][root][INFO] - mean size_cls_loss: 0.179833 [2020-11-13 17:42:23,666][root][INFO] - mean size_reg_loss: 0.022654 [2020-11-13 17:42:23,666][root][INFO] - mean vote_loss: 0.221237 [2020-11-13 17:43:14,185][root][INFO] - ---- batch: 050 ---- [2020-11-13 17:43:14,190][root][INFO] - mean box_loss: 0.187262 [2020-11-13 17:43:14,191][root][INFO] - mean center_loss: 0.034406 [2020-11-13 17:43:14,192][root][INFO] - mean heading_cls_loss: 0.712984 [2020-11-13 17:43:14,192][root][INFO] - mean heading_reg_loss: 0.041425 [2020-11-13 17:43:14,192][root][INFO] - mean loss: 4.497369 [2020-11-13 17:43:14,193][root][INFO] - mean neg_ratio: 0.724866 [2020-11-13 17:43:14,193][root][INFO] - mean obj_acc: 0.939756 [2020-11-13 17:43:14,193][root][INFO] - mean objectness_loss: 0.048079 [2020-11-13 17:43:14,193][root][INFO] - mean pos_ratio: 0.148456 [2020-11-13 17:43:14,193][root][INFO] - mean sem_cls_loss: 0.170515 [2020-11-13 17:43:14,193][root][INFO] - mean size_cls_loss: 0.170077 [2020-11-13 17:43:14,193][root][INFO] - mean size_reg_loss: 0.023125 [2020-11-13 17:43:14,193][root][INFO] - mean vote_loss: 0.221384 [2020-11-13 17:44:04,586][root][INFO] - ---- batch: 060 ---- [2020-11-13 17:44:04,591][root][INFO] - mean box_loss: 0.194256 [2020-11-13 17:44:04,592][root][INFO] - mean center_loss: 0.039328 [2020-11-13 17:44:04,592][root][INFO] - mean heading_cls_loss: 0.730836 [2020-11-13 17:44:04,592][root][INFO] - mean heading_reg_loss: 0.040960 [2020-11-13 17:44:04,592][root][INFO] - mean loss: 4.671889 [2020-11-13 17:44:04,592][root][INFO] - mean neg_ratio: 0.743732 [2020-11-13 17:44:04,592][root][INFO] - mean obj_acc: 0.937240 [2020-11-13 17:44:04,592][root][INFO] - mean objectness_loss: 0.049109 [2020-11-13 17:44:04,592][root][INFO] - mean pos_ratio: 0.138983 [2020-11-13 17:44:04,593][root][INFO] - mean sem_cls_loss: 0.208342 [2020-11-13 17:44:04,593][root][INFO] - mean size_cls_loss: 0.208537 [2020-11-13 17:44:04,593][root][INFO] - mean size_reg_loss: 0.020030 [2020-11-13 17:44:04,593][root][INFO] - mean vote_loss: 0.227545 [2020-11-13 17:44:54,129][root][INFO] - ---- batch: 070 ---- [2020-11-13 17:44:54,136][root][INFO] - mean box_loss: 0.197207 [2020-11-13 17:44:54,136][root][INFO] - mean center_loss: 0.034939 [2020-11-13 17:44:54,136][root][INFO] - mean heading_cls_loss: 0.718508 [2020-11-13 17:44:54,136][root][INFO] - mean heading_reg_loss: 0.045399 [2020-11-13 17:44:54,136][root][INFO] - mean loss: 4.618613 [2020-11-13 17:44:54,136][root][INFO] - mean neg_ratio: 0.710675 [2020-11-13 17:44:54,137][root][INFO] - mean obj_acc: 0.948835 [2020-11-13 17:44:54,137][root][INFO] - mean objectness_loss: 0.048883 [2020-11-13 17:44:54,137][root][INFO] - mean pos_ratio: 0.152551 [2020-11-13 17:44:54,137][root][INFO] - mean sem_cls_loss: 0.213481 [2020-11-13 17:44:54,137][root][INFO] - mean size_cls_loss: 0.213970 [2020-11-13 17:44:54,137][root][INFO] - mean size_reg_loss: 0.023621 [2020-11-13 17:44:54,137][root][INFO] - mean vote_loss: 0.218864 [2020-11-13 17:45:43,894][root][INFO] - ---- batch: 080 ---- [2020-11-13 17:45:43,903][root][INFO] - mean box_loss: 0.225610 [2020-11-13 17:45:43,903][root][INFO] - mean center_loss: 0.057483 [2020-11-13 17:45:43,903][root][INFO] - mean heading_cls_loss: 0.756911 [2020-11-13 17:45:43,904][root][INFO] - mean heading_reg_loss: 0.045927 [2020-11-13 17:45:43,904][root][INFO] - mean loss: 4.961303 [2020-11-13 17:45:43,904][root][INFO] - mean neg_ratio: 0.728149 [2020-11-13 17:45:43,904][root][INFO] - mean obj_acc: 0.942427 [2020-11-13 17:45:43,904][root][INFO] - mean objectness_loss: 0.051261 [2020-11-13 17:45:43,904][root][INFO] - mean pos_ratio: 0.144031 [2020-11-13 17:45:43,904][root][INFO] - mean sem_cls_loss: 0.224195 [2020-11-13 17:45:43,904][root][INFO] - mean size_cls_loss: 0.225048 [2020-11-13 17:45:43,904][root][INFO] - mean size_reg_loss: 0.024005 [2020-11-13 17:45:43,905][root][INFO] - mean vote_loss: 0.222470 [2020-11-13 17:45:58,266][root][INFO] - **** EPOCH 092 **** [2020-11-13 17:45:58,268][root][INFO] - Current learning rate: 0.000100 [2020-11-13 17:45:58,268][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 17:45:58,268][root][INFO] - 2020-11-13 17:45:58.268433 [2020-11-13 17:46:52,916][root][INFO] - ---- batch: 010 ---- [2020-11-13 17:46:52,923][root][INFO] - mean box_loss: 0.194932 [2020-11-13 17:46:52,923][root][INFO] - mean center_loss: 0.037223 [2020-11-13 17:46:52,923][root][INFO] - mean heading_cls_loss: 0.693997 [2020-11-13 17:46:52,923][root][INFO] - mean heading_reg_loss: 0.042924 [2020-11-13 17:46:52,923][root][INFO] - mean loss: 4.764403 [2020-11-13 17:46:52,923][root][INFO] - mean neg_ratio: 0.719641 [2020-11-13 17:46:52,923][root][INFO] - mean obj_acc: 0.948159 [2020-11-13 17:46:52,923][root][INFO] - mean objectness_loss: 0.046133 [2020-11-13 17:46:52,923][root][INFO] - mean pos_ratio: 0.144696 [2020-11-13 17:46:52,923][root][INFO] - mean sem_cls_loss: 0.217514 [2020-11-13 17:46:52,923][root][INFO] - mean size_cls_loss: 0.217680 [2020-11-13 17:46:52,923][root][INFO] - mean size_reg_loss: 0.023618 [2020-11-13 17:46:52,923][root][INFO] - mean vote_loss: 0.236690 [2020-11-13 17:47:44,451][root][INFO] - ---- batch: 020 ---- [2020-11-13 17:47:44,456][root][INFO] - mean box_loss: 0.188877 [2020-11-13 17:47:44,456][root][INFO] - mean center_loss: 0.033410 [2020-11-13 17:47:44,456][root][INFO] - mean heading_cls_loss: 0.673769 [2020-11-13 17:47:44,456][root][INFO] - mean heading_reg_loss: 0.044208 [2020-11-13 17:47:44,456][root][INFO] - mean loss: 4.576816 [2020-11-13 17:47:44,456][root][INFO] - mean neg_ratio: 0.707025 [2020-11-13 17:47:44,456][root][INFO] - mean obj_acc: 0.945306 [2020-11-13 17:47:44,456][root][INFO] - mean objectness_loss: 0.052080 [2020-11-13 17:47:44,456][root][INFO] - mean pos_ratio: 0.157562 [2020-11-13 17:47:44,456][root][INFO] - mean sem_cls_loss: 0.208052 [2020-11-13 17:47:44,456][root][INFO] - mean size_cls_loss: 0.208656 [2020-11-13 17:47:44,456][root][INFO] - mean size_reg_loss: 0.023017 [2020-11-13 17:47:44,456][root][INFO] - mean vote_loss: 0.221960 [2020-11-13 17:48:34,380][root][INFO] - ---- batch: 030 ---- [2020-11-13 17:48:34,386][root][INFO] - mean box_loss: 0.197531 [2020-11-13 17:48:34,387][root][INFO] - mean center_loss: 0.039666 [2020-11-13 17:48:34,387][root][INFO] - mean heading_cls_loss: 0.717588 [2020-11-13 17:48:34,387][root][INFO] - mean heading_reg_loss: 0.043403 [2020-11-13 17:48:34,387][root][INFO] - mean loss: 4.723935 [2020-11-13 17:48:34,387][root][INFO] - mean neg_ratio: 0.739520 [2020-11-13 17:48:34,387][root][INFO] - mean obj_acc: 0.941001 [2020-11-13 17:48:34,387][root][INFO] - mean objectness_loss: 0.043821 [2020-11-13 17:48:34,387][root][INFO] - mean pos_ratio: 0.135150 [2020-11-13 17:48:34,387][root][INFO] - mean sem_cls_loss: 0.214264 [2020-11-13 17:48:34,387][root][INFO] - mean size_cls_loss: 0.214476 [2020-11-13 17:48:34,387][root][INFO] - mean size_reg_loss: 0.021255 [2020-11-13 17:48:34,387][root][INFO] - mean vote_loss: 0.231525 [2020-11-13 17:49:25,441][root][INFO] - ---- batch: 040 ---- [2020-11-13 17:49:25,445][root][INFO] - mean box_loss: 0.195970 [2020-11-13 17:49:25,445][root][INFO] - mean center_loss: 0.038833 [2020-11-13 17:49:25,446][root][INFO] - mean heading_cls_loss: 0.676301 [2020-11-13 17:49:25,446][root][INFO] - mean heading_reg_loss: 0.049767 [2020-11-13 17:49:25,446][root][INFO] - mean loss: 4.530677 [2020-11-13 17:49:25,446][root][INFO] - mean neg_ratio: 0.725604 [2020-11-13 17:49:25,446][root][INFO] - mean obj_acc: 0.941936 [2020-11-13 17:49:25,446][root][INFO] - mean objectness_loss: 0.044324 [2020-11-13 17:49:25,446][root][INFO] - mean pos_ratio: 0.149988 [2020-11-13 17:49:25,446][root][INFO] - mean sem_cls_loss: 0.184262 [2020-11-13 17:49:25,446][root][INFO] - mean size_cls_loss: 0.184361 [2020-11-13 17:49:25,446][root][INFO] - mean size_reg_loss: 0.021304 [2020-11-13 17:49:25,446][root][INFO] - mean vote_loss: 0.216510 [2020-11-13 17:50:16,483][root][INFO] - ---- batch: 050 ---- [2020-11-13 17:50:16,488][root][INFO] - mean box_loss: 0.203800 [2020-11-13 17:50:16,488][root][INFO] - mean center_loss: 0.035970 [2020-11-13 17:50:16,488][root][INFO] - mean heading_cls_loss: 0.716181 [2020-11-13 17:50:16,488][root][INFO] - mean heading_reg_loss: 0.051393 [2020-11-13 17:50:16,488][root][INFO] - mean loss: 4.731997 [2020-11-13 17:50:16,488][root][INFO] - mean neg_ratio: 0.726917 [2020-11-13 17:50:16,488][root][INFO] - mean obj_acc: 0.940308 [2020-11-13 17:50:16,489][root][INFO] - mean objectness_loss: 0.048803 [2020-11-13 17:50:16,489][root][INFO] - mean pos_ratio: 0.142444 [2020-11-13 17:50:16,489][root][INFO] - mean sem_cls_loss: 0.228500 [2020-11-13 17:50:16,489][root][INFO] - mean size_cls_loss: 0.228309 [2020-11-13 17:50:16,489][root][INFO] - mean size_reg_loss: 0.021988 [2020-11-13 17:50:16,489][root][INFO] - mean vote_loss: 0.222148 [2020-11-13 17:51:06,553][root][INFO] - ---- batch: 060 ---- [2020-11-13 17:51:06,558][root][INFO] - mean box_loss: 0.180720 [2020-11-13 17:51:06,559][root][INFO] - mean center_loss: 0.033427 [2020-11-13 17:51:06,559][root][INFO] - mean heading_cls_loss: 0.657722 [2020-11-13 17:51:06,559][root][INFO] - mean heading_reg_loss: 0.041366 [2020-11-13 17:51:06,559][root][INFO] - mean loss: 4.517094 [2020-11-13 17:51:06,559][root][INFO] - mean neg_ratio: 0.722791 [2020-11-13 17:51:06,559][root][INFO] - mean obj_acc: 0.945689 [2020-11-13 17:51:06,559][root][INFO] - mean objectness_loss: 0.047529 [2020-11-13 17:51:06,559][root][INFO] - mean pos_ratio: 0.148706 [2020-11-13 17:51:06,560][root][INFO] - mean sem_cls_loss: 0.192702 [2020-11-13 17:51:06,560][root][INFO] - mean size_cls_loss: 0.192582 [2020-11-13 17:51:06,560][root][INFO] - mean size_reg_loss: 0.020896 [2020-11-13 17:51:06,560][root][INFO] - mean vote_loss: 0.227955 [2020-11-13 17:51:56,946][root][INFO] - ---- batch: 070 ---- [2020-11-13 17:51:57,160][root][INFO] - mean box_loss: 0.204859 [2020-11-13 17:51:57,161][root][INFO] - mean center_loss: 0.036281 [2020-11-13 17:51:57,161][root][INFO] - mean heading_cls_loss: 0.752262 [2020-11-13 17:51:57,161][root][INFO] - mean heading_reg_loss: 0.052486 [2020-11-13 17:51:57,161][root][INFO] - mean loss: 4.736468 [2020-11-13 17:51:57,161][root][INFO] - mean neg_ratio: 0.734387 [2020-11-13 17:51:57,161][root][INFO] - mean obj_acc: 0.943003 [2020-11-13 17:51:57,161][root][INFO] - mean objectness_loss: 0.047408 [2020-11-13 17:51:57,162][root][INFO] - mean pos_ratio: 0.139258 [2020-11-13 17:51:57,162][root][INFO] - mean sem_cls_loss: 0.188531 [2020-11-13 17:51:57,162][root][INFO] - mean size_cls_loss: 0.187845 [2020-11-13 17:51:57,162][root][INFO] - mean size_reg_loss: 0.022082 [2020-11-13 17:51:57,162][root][INFO] - mean vote_loss: 0.226230 [2020-11-13 17:52:47,743][root][INFO] - ---- batch: 080 ---- [2020-11-13 17:52:47,751][root][INFO] - mean box_loss: 0.182470 [2020-11-13 17:52:47,752][root][INFO] - mean center_loss: 0.033658 [2020-11-13 17:52:47,752][root][INFO] - mean heading_cls_loss: 0.676387 [2020-11-13 17:52:47,752][root][INFO] - mean heading_reg_loss: 0.041546 [2020-11-13 17:52:47,752][root][INFO] - mean loss: 4.408289 [2020-11-13 17:52:47,752][root][INFO] - mean neg_ratio: 0.730115 [2020-11-13 17:52:47,752][root][INFO] - mean obj_acc: 0.943974 [2020-11-13 17:52:47,752][root][INFO] - mean objectness_loss: 0.045672 [2020-11-13 17:52:47,753][root][INFO] - mean pos_ratio: 0.143420 [2020-11-13 17:52:47,753][root][INFO] - mean sem_cls_loss: 0.190293 [2020-11-13 17:52:47,753][root][INFO] - mean size_cls_loss: 0.189987 [2020-11-13 17:52:47,753][root][INFO] - mean size_reg_loss: 0.020628 [2020-11-13 17:52:47,753][root][INFO] - mean vote_loss: 0.216494 [2020-11-13 17:53:01,239][root][INFO] - **** EPOCH 093 **** [2020-11-13 17:53:01,241][root][INFO] - Current learning rate: 0.000100 [2020-11-13 17:53:01,241][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 17:53:01,241][root][INFO] - 2020-11-13 17:53:01.241281 [2020-11-13 17:53:57,197][root][INFO] - ---- batch: 010 ---- [2020-11-13 17:53:57,202][root][INFO] - mean box_loss: 0.191919 [2020-11-13 17:53:57,202][root][INFO] - mean center_loss: 0.036696 [2020-11-13 17:53:57,202][root][INFO] - mean heading_cls_loss: 0.690868 [2020-11-13 17:53:57,202][root][INFO] - mean heading_reg_loss: 0.044371 [2020-11-13 17:53:57,202][root][INFO] - mean loss: 4.652495 [2020-11-13 17:53:57,202][root][INFO] - mean neg_ratio: 0.726245 [2020-11-13 17:53:57,202][root][INFO] - mean obj_acc: 0.946096 [2020-11-13 17:53:57,202][root][INFO] - mean objectness_loss: 0.046016 [2020-11-13 17:53:57,202][root][INFO] - mean pos_ratio: 0.144659 [2020-11-13 17:53:57,202][root][INFO] - mean sem_cls_loss: 0.187978 [2020-11-13 17:53:57,202][root][INFO] - mean size_cls_loss: 0.188271 [2020-11-13 17:53:57,202][root][INFO] - mean size_reg_loss: 0.022938 [2020-11-13 17:53:57,202][root][INFO] - mean vote_loss: 0.231525 [2020-11-13 17:54:48,175][root][INFO] - ---- batch: 020 ---- [2020-11-13 17:54:48,180][root][INFO] - mean box_loss: 0.190857 [2020-11-13 17:54:48,180][root][INFO] - mean center_loss: 0.033467 [2020-11-13 17:54:48,180][root][INFO] - mean heading_cls_loss: 0.681303 [2020-11-13 17:54:48,180][root][INFO] - mean heading_reg_loss: 0.041490 [2020-11-13 17:54:48,180][root][INFO] - mean loss: 4.594021 [2020-11-13 17:54:48,180][root][INFO] - mean neg_ratio: 0.731030 [2020-11-13 17:54:48,180][root][INFO] - mean obj_acc: 0.941474 [2020-11-13 17:54:48,180][root][INFO] - mean objectness_loss: 0.048680 [2020-11-13 17:54:48,180][root][INFO] - mean pos_ratio: 0.141980 [2020-11-13 17:54:48,180][root][INFO] - mean sem_cls_loss: 0.217597 [2020-11-13 17:54:48,180][root][INFO] - mean size_cls_loss: 0.217758 [2020-11-13 17:54:48,180][root][INFO] - mean size_reg_loss: 0.025994 [2020-11-13 17:54:48,180][root][INFO] - mean vote_loss: 0.222446 [2020-11-13 17:55:38,838][root][INFO] - ---- batch: 030 ---- [2020-11-13 17:55:38,844][root][INFO] - mean box_loss: 0.190719 [2020-11-13 17:55:38,844][root][INFO] - mean center_loss: 0.032726 [2020-11-13 17:55:38,844][root][INFO] - mean heading_cls_loss: 0.684367 [2020-11-13 17:55:38,844][root][INFO] - mean heading_reg_loss: 0.044330 [2020-11-13 17:55:38,844][root][INFO] - mean loss: 4.646444 [2020-11-13 17:55:38,844][root][INFO] - mean neg_ratio: 0.730872 [2020-11-13 17:55:38,844][root][INFO] - mean obj_acc: 0.941345 [2020-11-13 17:55:38,844][root][INFO] - mean objectness_loss: 0.049704 [2020-11-13 17:55:38,844][root][INFO] - mean pos_ratio: 0.144116 [2020-11-13 17:55:38,844][root][INFO] - mean sem_cls_loss: 0.220617 [2020-11-13 17:55:38,844][root][INFO] - mean size_cls_loss: 0.220588 [2020-11-13 17:55:38,844][root][INFO] - mean size_reg_loss: 0.023167 [2020-11-13 17:55:38,844][root][INFO] - mean vote_loss: 0.227012 [2020-11-13 17:56:29,658][root][INFO] - ---- batch: 040 ---- [2020-11-13 17:56:29,663][root][INFO] - mean box_loss: 0.184729 [2020-11-13 17:56:29,663][root][INFO] - mean center_loss: 0.033557 [2020-11-13 17:56:29,663][root][INFO] - mean heading_cls_loss: 0.690867 [2020-11-13 17:56:29,663][root][INFO] - mean heading_reg_loss: 0.044210 [2020-11-13 17:56:29,664][root][INFO] - mean loss: 4.459787 [2020-11-13 17:56:29,664][root][INFO] - mean neg_ratio: 0.718213 [2020-11-13 17:56:29,664][root][INFO] - mean obj_acc: 0.943754 [2020-11-13 17:56:29,664][root][INFO] - mean objectness_loss: 0.049457 [2020-11-13 17:56:29,664][root][INFO] - mean pos_ratio: 0.151978 [2020-11-13 17:56:29,664][root][INFO] - mean sem_cls_loss: 0.190502 [2020-11-13 17:56:29,664][root][INFO] - mean size_cls_loss: 0.191237 [2020-11-13 17:56:29,664][root][INFO] - mean size_reg_loss: 0.018751 [2020-11-13 17:56:29,664][root][INFO] - mean vote_loss: 0.217471 [2020-11-13 17:57:19,895][root][INFO] - ---- batch: 050 ---- [2020-11-13 17:57:19,900][root][INFO] - mean box_loss: 0.186278 [2020-11-13 17:57:19,900][root][INFO] - mean center_loss: 0.036508 [2020-11-13 17:57:19,900][root][INFO] - mean heading_cls_loss: 0.660030 [2020-11-13 17:57:19,900][root][INFO] - mean heading_reg_loss: 0.044299 [2020-11-13 17:57:19,900][root][INFO] - mean loss: 4.522262 [2020-11-13 17:57:19,900][root][INFO] - mean neg_ratio: 0.729633 [2020-11-13 17:57:19,900][root][INFO] - mean obj_acc: 0.940942 [2020-11-13 17:57:19,901][root][INFO] - mean objectness_loss: 0.047048 [2020-11-13 17:57:19,901][root][INFO] - mean pos_ratio: 0.144397 [2020-11-13 17:57:19,901][root][INFO] - mean sem_cls_loss: 0.202430 [2020-11-13 17:57:19,901][root][INFO] - mean size_cls_loss: 0.202780 [2020-11-13 17:57:19,901][root][INFO] - mean size_reg_loss: 0.019190 [2020-11-13 17:57:19,901][root][INFO] - mean vote_loss: 0.222181 [2020-11-13 17:58:12,120][root][INFO] - ---- batch: 060 ---- [2020-11-13 17:58:12,125][root][INFO] - mean box_loss: 0.199279 [2020-11-13 17:58:12,126][root][INFO] - mean center_loss: 0.045644 [2020-11-13 17:58:12,127][root][INFO] - mean heading_cls_loss: 0.663164 [2020-11-13 17:58:12,127][root][INFO] - mean heading_reg_loss: 0.048557 [2020-11-13 17:58:12,127][root][INFO] - mean loss: 4.550977 [2020-11-13 17:58:12,127][root][INFO] - mean neg_ratio: 0.734009 [2020-11-13 17:58:12,127][root][INFO] - mean obj_acc: 0.941451 [2020-11-13 17:58:12,127][root][INFO] - mean objectness_loss: 0.047246 [2020-11-13 17:58:12,127][root][INFO] - mean pos_ratio: 0.137274 [2020-11-13 17:58:12,127][root][INFO] - mean sem_cls_loss: 0.203892 [2020-11-13 17:58:12,127][root][INFO] - mean size_cls_loss: 0.204194 [2020-11-13 17:58:12,127][root][INFO] - mean size_reg_loss: 0.018342 [2020-11-13 17:58:12,127][root][INFO] - mean vote_loss: 0.211806 [2020-11-13 17:59:01,734][root][INFO] - ---- batch: 070 ---- [2020-11-13 17:59:01,742][root][INFO] - mean box_loss: 0.189405 [2020-11-13 17:59:01,742][root][INFO] - mean center_loss: 0.034669 [2020-11-13 17:59:01,742][root][INFO] - mean heading_cls_loss: 0.692194 [2020-11-13 17:59:01,742][root][INFO] - mean heading_reg_loss: 0.045803 [2020-11-13 17:59:01,742][root][INFO] - mean loss: 4.393134 [2020-11-13 17:59:01,743][root][INFO] - mean neg_ratio: 0.729175 [2020-11-13 17:59:01,743][root][INFO] - mean obj_acc: 0.951822 [2020-11-13 17:59:01,743][root][INFO] - mean objectness_loss: 0.040956 [2020-11-13 17:59:01,743][root][INFO] - mean pos_ratio: 0.148767 [2020-11-13 17:59:01,743][root][INFO] - mean sem_cls_loss: 0.172278 [2020-11-13 17:59:01,743][root][INFO] - mean size_cls_loss: 0.172248 [2020-11-13 17:59:01,743][root][INFO] - mean size_reg_loss: 0.022490 [2020-11-13 17:59:01,743][root][INFO] - mean vote_loss: 0.212202 [2020-11-13 17:59:50,336][root][INFO] - ---- batch: 080 ---- [2020-11-13 17:59:50,343][root][INFO] - mean box_loss: 0.215028 [2020-11-13 17:59:50,345][root][INFO] - mean center_loss: 0.053413 [2020-11-13 17:59:50,345][root][INFO] - mean heading_cls_loss: 0.699743 [2020-11-13 17:59:50,345][root][INFO] - mean heading_reg_loss: 0.045645 [2020-11-13 17:59:50,345][root][INFO] - mean loss: 5.033321 [2020-11-13 17:59:50,346][root][INFO] - mean neg_ratio: 0.717865 [2020-11-13 17:59:50,346][root][INFO] - mean obj_acc: 0.944993 [2020-11-13 17:59:50,346][root][INFO] - mean objectness_loss: 0.050697 [2020-11-13 17:59:50,346][root][INFO] - mean pos_ratio: 0.147803 [2020-11-13 17:59:50,346][root][INFO] - mean sem_cls_loss: 0.220586 [2020-11-13 17:59:50,346][root][INFO] - mean size_cls_loss: 0.220203 [2020-11-13 17:59:50,346][root][INFO] - mean size_reg_loss: 0.023975 [2020-11-13 17:59:50,346][root][INFO] - mean vote_loss: 0.240897 [2020-11-13 18:00:04,349][root][INFO] - **** EPOCH 094 **** [2020-11-13 18:00:04,353][root][INFO] - Current learning rate: 0.000100 [2020-11-13 18:00:04,353][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 18:00:04,353][root][INFO] - 2020-11-13 18:00:04.353145 [2020-11-13 18:00:58,485][root][INFO] - ---- batch: 010 ---- [2020-11-13 18:00:58,490][root][INFO] - mean box_loss: 0.178661 [2020-11-13 18:00:58,490][root][INFO] - mean center_loss: 0.030538 [2020-11-13 18:00:58,490][root][INFO] - mean heading_cls_loss: 0.651757 [2020-11-13 18:00:58,490][root][INFO] - mean heading_reg_loss: 0.044089 [2020-11-13 18:00:58,490][root][INFO] - mean loss: 4.369967 [2020-11-13 18:00:58,490][root][INFO] - mean neg_ratio: 0.721765 [2020-11-13 18:00:58,490][root][INFO] - mean obj_acc: 0.943652 [2020-11-13 18:00:58,490][root][INFO] - mean objectness_loss: 0.050424 [2020-11-13 18:00:58,490][root][INFO] - mean pos_ratio: 0.153149 [2020-11-13 18:00:58,491][root][INFO] - mean sem_cls_loss: 0.193078 [2020-11-13 18:00:58,491][root][INFO] - mean size_cls_loss: 0.193571 [2020-11-13 18:00:58,491][root][INFO] - mean size_reg_loss: 0.019501 [2020-11-13 18:00:58,491][root][INFO] - mean vote_loss: 0.213816 [2020-11-13 18:01:48,587][root][INFO] - ---- batch: 020 ---- [2020-11-13 18:01:48,592][root][INFO] - mean box_loss: 0.181278 [2020-11-13 18:01:48,593][root][INFO] - mean center_loss: 0.034602 [2020-11-13 18:01:48,593][root][INFO] - mean heading_cls_loss: 0.637324 [2020-11-13 18:01:48,593][root][INFO] - mean heading_reg_loss: 0.043546 [2020-11-13 18:01:48,593][root][INFO] - mean loss: 4.490524 [2020-11-13 18:01:48,593][root][INFO] - mean neg_ratio: 0.728204 [2020-11-13 18:01:48,593][root][INFO] - mean obj_acc: 0.943598 [2020-11-13 18:01:48,593][root][INFO] - mean objectness_loss: 0.045569 [2020-11-13 18:01:48,593][root][INFO] - mean pos_ratio: 0.142963 [2020-11-13 18:01:48,593][root][INFO] - mean sem_cls_loss: 0.170831 [2020-11-13 18:01:48,593][root][INFO] - mean size_cls_loss: 0.170863 [2020-11-13 18:01:48,593][root][INFO] - mean size_reg_loss: 0.022312 [2020-11-13 18:01:48,593][root][INFO] - mean vote_loss: 0.227907 [2020-11-13 18:02:40,502][root][INFO] - ---- batch: 030 ---- [2020-11-13 18:02:40,508][root][INFO] - mean box_loss: 0.208933 [2020-11-13 18:02:40,508][root][INFO] - mean center_loss: 0.040822 [2020-11-13 18:02:40,508][root][INFO] - mean heading_cls_loss: 0.757869 [2020-11-13 18:02:40,508][root][INFO] - mean heading_reg_loss: 0.047140 [2020-11-13 18:02:40,508][root][INFO] - mean loss: 4.835022 [2020-11-13 18:02:40,508][root][INFO] - mean neg_ratio: 0.722290 [2020-11-13 18:02:40,508][root][INFO] - mean obj_acc: 0.944428 [2020-11-13 18:02:40,508][root][INFO] - mean objectness_loss: 0.048253 [2020-11-13 18:02:40,508][root][INFO] - mean pos_ratio: 0.151733 [2020-11-13 18:02:40,508][root][INFO] - mean sem_cls_loss: 0.212792 [2020-11-13 18:02:40,508][root][INFO] - mean size_cls_loss: 0.213108 [2020-11-13 18:02:40,508][root][INFO] - mean size_reg_loss: 0.023874 [2020-11-13 18:02:40,508][root][INFO] - mean vote_loss: 0.229163 [2020-11-13 18:03:31,442][root][INFO] - ---- batch: 040 ---- [2020-11-13 18:03:31,447][root][INFO] - mean box_loss: 0.197919 [2020-11-13 18:03:31,447][root][INFO] - mean center_loss: 0.035071 [2020-11-13 18:03:31,447][root][INFO] - mean heading_cls_loss: 0.719098 [2020-11-13 18:03:31,447][root][INFO] - mean heading_reg_loss: 0.043784 [2020-11-13 18:03:31,447][root][INFO] - mean loss: 4.684216 [2020-11-13 18:03:31,447][root][INFO] - mean neg_ratio: 0.722516 [2020-11-13 18:03:31,447][root][INFO] - mean obj_acc: 0.946667 [2020-11-13 18:03:31,447][root][INFO] - mean objectness_loss: 0.044840 [2020-11-13 18:03:31,448][root][INFO] - mean pos_ratio: 0.145294 [2020-11-13 18:03:31,448][root][INFO] - mean sem_cls_loss: 0.222055 [2020-11-13 18:03:31,448][root][INFO] - mean size_cls_loss: 0.221754 [2020-11-13 18:03:31,448][root][INFO] - mean size_reg_loss: 0.024979 [2020-11-13 18:03:31,448][root][INFO] - mean vote_loss: 0.225877 [2020-11-13 18:04:24,037][root][INFO] - ---- batch: 050 ---- [2020-11-13 18:04:24,042][root][INFO] - mean box_loss: 0.194944 [2020-11-13 18:04:24,043][root][INFO] - mean center_loss: 0.039890 [2020-11-13 18:04:24,043][root][INFO] - mean heading_cls_loss: 0.668248 [2020-11-13 18:04:24,043][root][INFO] - mean heading_reg_loss: 0.044963 [2020-11-13 18:04:24,043][root][INFO] - mean loss: 4.526268 [2020-11-13 18:04:24,043][root][INFO] - mean neg_ratio: 0.733691 [2020-11-13 18:04:24,043][root][INFO] - mean obj_acc: 0.944460 [2020-11-13 18:04:24,043][root][INFO] - mean objectness_loss: 0.047059 [2020-11-13 18:04:24,043][root][INFO] - mean pos_ratio: 0.143945 [2020-11-13 18:04:24,043][root][INFO] - mean sem_cls_loss: 0.210362 [2020-11-13 18:04:24,043][root][INFO] - mean size_cls_loss: 0.210330 [2020-11-13 18:04:24,043][root][INFO] - mean size_reg_loss: 0.022233 [2020-11-13 18:04:24,043][root][INFO] - mean vote_loss: 0.213117 [2020-11-13 18:05:15,767][root][INFO] - ---- batch: 060 ---- [2020-11-13 18:05:15,771][root][INFO] - mean box_loss: 0.185963 [2020-11-13 18:05:15,773][root][INFO] - mean center_loss: 0.034640 [2020-11-13 18:05:15,773][root][INFO] - mean heading_cls_loss: 0.659277 [2020-11-13 18:05:15,773][root][INFO] - mean heading_reg_loss: 0.042812 [2020-11-13 18:05:15,773][root][INFO] - mean loss: 4.632958 [2020-11-13 18:05:15,773][root][INFO] - mean neg_ratio: 0.743048 [2020-11-13 18:05:15,773][root][INFO] - mean obj_acc: 0.933588 [2020-11-13 18:05:15,773][root][INFO] - mean objectness_loss: 0.047406 [2020-11-13 18:05:15,773][root][INFO] - mean pos_ratio: 0.133954 [2020-11-13 18:05:15,773][root][INFO] - mean sem_cls_loss: 0.223342 [2020-11-13 18:05:15,773][root][INFO] - mean size_cls_loss: 0.224446 [2020-11-13 18:05:15,773][root][INFO] - mean size_reg_loss: 0.020139 [2020-11-13 18:05:15,773][root][INFO] - mean vote_loss: 0.231296 [2020-11-13 18:06:03,804][root][INFO] - ---- batch: 070 ---- [2020-11-13 18:06:03,810][root][INFO] - mean box_loss: 0.182139 [2020-11-13 18:06:03,811][root][INFO] - mean center_loss: 0.032673 [2020-11-13 18:06:03,811][root][INFO] - mean heading_cls_loss: 0.655761 [2020-11-13 18:06:03,811][root][INFO] - mean heading_reg_loss: 0.043265 [2020-11-13 18:06:03,811][root][INFO] - mean loss: 4.322990 [2020-11-13 18:06:03,811][root][INFO] - mean neg_ratio: 0.730383 [2020-11-13 18:06:03,811][root][INFO] - mean obj_acc: 0.950539 [2020-11-13 18:06:03,811][root][INFO] - mean objectness_loss: 0.041890 [2020-11-13 18:06:03,812][root][INFO] - mean pos_ratio: 0.146411 [2020-11-13 18:06:03,812][root][INFO] - mean sem_cls_loss: 0.193473 [2020-11-13 18:06:03,812][root][INFO] - mean size_cls_loss: 0.193650 [2020-11-13 18:06:03,812][root][INFO] - mean size_reg_loss: 0.021259 [2020-11-13 18:06:03,812][root][INFO] - mean vote_loss: 0.209868 [2020-11-13 18:06:52,523][root][INFO] - ---- batch: 080 ---- [2020-11-13 18:06:52,529][root][INFO] - mean box_loss: 0.183733 [2020-11-13 18:06:52,530][root][INFO] - mean center_loss: 0.030997 [2020-11-13 18:06:52,530][root][INFO] - mean heading_cls_loss: 0.678939 [2020-11-13 18:06:52,530][root][INFO] - mean heading_reg_loss: 0.045251 [2020-11-13 18:06:52,530][root][INFO] - mean loss: 4.578817 [2020-11-13 18:06:52,530][root][INFO] - mean neg_ratio: 0.724683 [2020-11-13 18:06:52,530][root][INFO] - mean obj_acc: 0.944045 [2020-11-13 18:06:52,531][root][INFO] - mean objectness_loss: 0.045215 [2020-11-13 18:06:52,531][root][INFO] - mean pos_ratio: 0.148932 [2020-11-13 18:06:52,531][root][INFO] - mean sem_cls_loss: 0.197439 [2020-11-13 18:06:52,531][root][INFO] - mean size_cls_loss: 0.197979 [2020-11-13 18:06:52,531][root][INFO] - mean size_reg_loss: 0.019793 [2020-11-13 18:06:52,531][root][INFO] - mean vote_loss: 0.231798 [2020-11-13 18:07:05,843][root][INFO] - Eval batch: 0 [2020-11-13 18:07:07,726][root][INFO] - Eval batch: 10 [2020-11-13 18:07:09,629][root][INFO] - Eval batch: 20 [2020-11-13 18:07:11,497][root][INFO] - Eval batch: 30 [2020-11-13 18:07:13,349][root][INFO] - Eval batch: 40 [2020-11-13 18:07:15,226][root][INFO] - Eval batch: 50 [2020-11-13 18:07:17,067][root][INFO] - Eval batch: 60 [2020-11-13 18:07:18,888][root][INFO] - Eval batch: 70 [2020-11-13 18:07:20,746][root][INFO] - 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Eval batch: 4580 [2020-11-13 18:21:05,013][root][INFO] - Eval batch: 4590 [2020-11-13 18:21:06,834][root][INFO] - Eval batch: 4600 [2020-11-13 18:21:08,683][root][INFO] - Eval batch: 4610 [2020-11-13 18:21:10,548][root][INFO] - Eval batch: 4620 [2020-11-13 18:21:12,393][root][INFO] - Eval batch: 4630 [2020-11-13 18:21:14,286][root][INFO] - Eval batch: 4640 [2020-11-13 18:21:16,194][root][INFO] - Eval batch: 4650 [2020-11-13 18:21:18,078][root][INFO] - Eval batch: 4660 [2020-11-13 18:21:19,821][root][INFO] - Eval batch: 4670 [2020-11-13 18:21:21,659][root][INFO] - Eval batch: 4680 [2020-11-13 18:21:23,493][root][INFO] - Eval batch: 4690 [2020-11-13 18:21:25,318][root][INFO] - Eval batch: 4700 [2020-11-13 18:21:27,214][root][INFO] - Eval batch: 4710 [2020-11-13 18:21:28,994][root][INFO] - Eval batch: 4720 [2020-11-13 18:21:30,728][root][INFO] - Eval batch: 4730 [2020-11-13 18:21:32,560][root][INFO] - Eval batch: 4740 [2020-11-13 18:21:34,358][root][INFO] - Eval batch: 4750 [2020-11-13 18:21:36,179][root][INFO] - Eval batch: 4760 [2020-11-13 18:21:38,000][root][INFO] - Eval batch: 4770 [2020-11-13 18:21:39,887][root][INFO] - Eval batch: 4780 [2020-11-13 18:21:41,663][root][INFO] - Eval batch: 4790 [2020-11-13 18:21:43,514][root][INFO] - Eval batch: 4800 [2020-11-13 18:21:45,318][root][INFO] - Eval batch: 4810 [2020-11-13 18:21:47,170][root][INFO] - Eval batch: 4820 [2020-11-13 18:21:48,979][root][INFO] - Eval batch: 4830 [2020-11-13 18:21:50,907][root][INFO] - Eval batch: 4840 [2020-11-13 18:21:52,816][root][INFO] - Eval batch: 4850 [2020-11-13 18:21:54,741][root][INFO] - Eval batch: 4860 [2020-11-13 18:21:56,520][root][INFO] - Eval batch: 4870 [2020-11-13 18:21:58,347][root][INFO] - Eval batch: 4880 [2020-11-13 18:22:00,181][root][INFO] - Eval batch: 4890 [2020-11-13 18:22:01,999][root][INFO] - Eval batch: 4900 [2020-11-13 18:22:03,851][root][INFO] - Eval batch: 4910 [2020-11-13 18:22:05,649][root][INFO] - Eval batch: 4920 [2020-11-13 18:22:07,417][root][INFO] - Eval batch: 4930 [2020-11-13 18:22:09,246][root][INFO] - Eval batch: 4940 [2020-11-13 18:22:11,099][root][INFO] - Eval batch: 4950 [2020-11-13 18:22:12,942][root][INFO] - Eval batch: 4960 [2020-11-13 18:22:14,795][root][INFO] - Eval batch: 4970 [2020-11-13 18:22:16,593][root][INFO] - Eval batch: 4980 [2020-11-13 18:22:18,413][root][INFO] - Eval batch: 4990 [2020-11-13 18:22:20,180][root][INFO] - Eval batch: 5000 [2020-11-13 18:22:22,016][root][INFO] - Eval batch: 5010 [2020-11-13 18:22:23,884][root][INFO] - Eval batch: 5020 [2020-11-13 18:22:25,635][root][INFO] - Eval batch: 5030 [2020-11-13 18:22:27,363][root][INFO] - Eval batch: 5040 [2020-11-13 18:22:29,291][root][INFO] - eval mean box_loss: 0.226128 [2020-11-13 18:22:29,292][root][INFO] - eval mean center_loss: 0.043979 [2020-11-13 18:22:29,293][root][INFO] - eval mean heading_cls_loss: 0.728711 [2020-11-13 18:22:29,293][root][INFO] - eval mean heading_reg_loss: 0.040101 [2020-11-13 18:22:29,293][root][INFO] - eval mean loss: 5.519552 [2020-11-13 18:22:29,294][root][INFO] - eval mean neg_ratio: 0.698292 [2020-11-13 18:22:29,294][root][INFO] - eval mean obj_acc: 0.921739 [2020-11-13 18:22:29,294][root][INFO] - eval mean objectness_loss: 0.085198 [2020-11-13 18:22:29,295][root][INFO] - eval mean pos_ratio: 0.156562 [2020-11-13 18:22:29,295][root][INFO] - eval mean sem_cls_loss: 0.460210 [2020-11-13 18:22:29,295][root][INFO] - eval mean size_cls_loss: 0.459433 [2020-11-13 18:22:29,296][root][INFO] - eval mean size_reg_loss: 0.023234 [2020-11-13 18:22:29,296][root][INFO] - eval mean vote_loss: 0.237207 [2020-11-13 18:23:22,492][root][INFO] - eval bed Average Precision: 0.512723 [2020-11-13 18:23:22,493][root][INFO] - eval table Average Precision: 0.211196 [2020-11-13 18:23:22,493][root][INFO] - eval sofa Average Precision: 0.518111 [2020-11-13 18:23:22,493][root][INFO] - eval chair Average Precision: 0.519310 [2020-11-13 18:23:22,493][root][INFO] - eval toilet Average Precision: 0.573956 [2020-11-13 18:23:22,493][root][INFO] - eval desk Average Precision: 0.061817 [2020-11-13 18:23:22,493][root][INFO] - eval dresser Average Precision: 0.128657 [2020-11-13 18:23:22,493][root][INFO] - eval night_stand Average Precision: 0.393154 [2020-11-13 18:23:22,493][root][INFO] - eval bookshelf Average Precision: 0.060504 [2020-11-13 18:23:22,493][root][INFO] - eval bathtub Average Precision: 0.483893 [2020-11-13 18:23:22,493][root][INFO] - eval mAP: 0.346332 [2020-11-13 18:23:22,493][root][INFO] - eval bed Recall: 0.657459 [2020-11-13 18:23:22,493][root][INFO] - eval table Recall: 0.425358 [2020-11-13 18:23:22,493][root][INFO] - eval sofa Recall: 0.660407 [2020-11-13 18:23:22,494][root][INFO] - eval chair Recall: 0.638381 [2020-11-13 18:23:22,494][root][INFO] - eval toilet Recall: 0.668874 [2020-11-13 18:23:22,494][root][INFO] - eval desk Recall: 0.287752 [2020-11-13 18:23:22,494][root][INFO] - eval dresser Recall: 0.351852 [2020-11-13 18:23:22,494][root][INFO] - eval night_stand Recall: 0.594488 [2020-11-13 18:23:22,494][root][INFO] - eval bookshelf Recall: 0.180602 [2020-11-13 18:23:22,494][root][INFO] - eval bathtub Recall: 0.596154 [2020-11-13 18:23:22,494][root][INFO] - eval AR: 0.506133 [2020-11-13 18:23:22,495][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 18:23:24,052][root][INFO] - **** EPOCH 095 **** [2020-11-13 18:23:24,053][root][INFO] - Current learning rate: 0.000100 [2020-11-13 18:23:24,053][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 18:23:24,053][root][INFO] - 2020-11-13 18:23:24.053715 [2020-11-13 18:24:19,546][root][INFO] - ---- batch: 010 ---- [2020-11-13 18:24:19,551][root][INFO] - mean box_loss: 0.182020 [2020-11-13 18:24:19,552][root][INFO] - mean center_loss: 0.032600 [2020-11-13 18:24:19,552][root][INFO] - mean heading_cls_loss: 0.682119 [2020-11-13 18:24:19,552][root][INFO] - mean heading_reg_loss: 0.045221 [2020-11-13 18:24:19,552][root][INFO] - mean loss: 4.402640 [2020-11-13 18:24:19,552][root][INFO] - mean neg_ratio: 0.733282 [2020-11-13 18:24:19,552][root][INFO] - mean obj_acc: 0.947402 [2020-11-13 18:24:19,552][root][INFO] - mean objectness_loss: 0.046500 [2020-11-13 18:24:19,552][root][INFO] - mean pos_ratio: 0.141498 [2020-11-13 18:24:19,552][root][INFO] - mean sem_cls_loss: 0.163723 [2020-11-13 18:24:19,552][root][INFO] - mean size_cls_loss: 0.164072 [2020-11-13 18:24:19,552][root][INFO] - mean size_reg_loss: 0.019580 [2020-11-13 18:24:19,552][root][INFO] - mean vote_loss: 0.218622 [2020-11-13 18:25:09,067][root][INFO] - ---- batch: 020 ---- [2020-11-13 18:25:09,073][root][INFO] - mean box_loss: 0.189916 [2020-11-13 18:25:09,073][root][INFO] - mean center_loss: 0.037298 [2020-11-13 18:25:09,073][root][INFO] - mean heading_cls_loss: 0.693753 [2020-11-13 18:25:09,073][root][INFO] - mean heading_reg_loss: 0.042667 [2020-11-13 18:25:09,073][root][INFO] - mean loss: 4.368680 [2020-11-13 18:25:09,073][root][INFO] - mean neg_ratio: 0.720099 [2020-11-13 18:25:09,073][root][INFO] - mean obj_acc: 0.946147 [2020-11-13 18:25:09,073][root][INFO] - mean objectness_loss: 0.046848 [2020-11-13 18:25:09,073][root][INFO] - mean pos_ratio: 0.151166 [2020-11-13 18:25:09,073][root][INFO] - mean sem_cls_loss: 0.195855 [2020-11-13 18:25:09,073][root][INFO] - mean size_cls_loss: 0.195735 [2020-11-13 18:25:09,073][root][INFO] - mean size_reg_loss: 0.021002 [2020-11-13 18:25:09,073][root][INFO] - mean vote_loss: 0.203943 [2020-11-13 18:26:00,119][root][INFO] - ---- batch: 030 ---- [2020-11-13 18:26:00,124][root][INFO] - mean box_loss: 0.190258 [2020-11-13 18:26:00,124][root][INFO] - mean center_loss: 0.037436 [2020-11-13 18:26:00,124][root][INFO] - mean heading_cls_loss: 0.688706 [2020-11-13 18:26:00,124][root][INFO] - mean heading_reg_loss: 0.042488 [2020-11-13 18:26:00,125][root][INFO] - mean loss: 4.715974 [2020-11-13 18:26:00,125][root][INFO] - mean neg_ratio: 0.721808 [2020-11-13 18:26:00,125][root][INFO] - mean obj_acc: 0.946466 [2020-11-13 18:26:00,125][root][INFO] - mean objectness_loss: 0.044873 [2020-11-13 18:26:00,125][root][INFO] - mean pos_ratio: 0.148071 [2020-11-13 18:26:00,125][root][INFO] - mean sem_cls_loss: 0.182518 [2020-11-13 18:26:00,125][root][INFO] - mean size_cls_loss: 0.182673 [2020-11-13 18:26:00,125][root][INFO] - mean size_reg_loss: 0.023196 [2020-11-13 18:26:00,125][root][INFO] - mean vote_loss: 0.240651 [2020-11-13 18:26:49,463][root][INFO] - ---- batch: 040 ---- [2020-11-13 18:26:49,468][root][INFO] - mean box_loss: 0.188604 [2020-11-13 18:26:49,469][root][INFO] - mean center_loss: 0.037401 [2020-11-13 18:26:49,469][root][INFO] - mean heading_cls_loss: 0.660761 [2020-11-13 18:26:49,469][root][INFO] - mean heading_reg_loss: 0.043711 [2020-11-13 18:26:49,469][root][INFO] - mean loss: 4.560976 [2020-11-13 18:26:49,469][root][INFO] - mean neg_ratio: 0.721991 [2020-11-13 18:26:49,469][root][INFO] - mean obj_acc: 0.947237 [2020-11-13 18:26:49,469][root][INFO] - mean objectness_loss: 0.048058 [2020-11-13 18:26:49,469][root][INFO] - mean pos_ratio: 0.151740 [2020-11-13 18:26:49,469][root][INFO] - mean sem_cls_loss: 0.194207 [2020-11-13 18:26:49,469][root][INFO] - mean size_cls_loss: 0.193841 [2020-11-13 18:26:49,469][root][INFO] - mean size_reg_loss: 0.022032 [2020-11-13 18:26:49,469][root][INFO] - mean vote_loss: 0.224044 [2020-11-13 18:27:41,612][root][INFO] - ---- batch: 050 ---- [2020-11-13 18:27:41,616][root][INFO] - mean box_loss: 0.186846 [2020-11-13 18:27:41,617][root][INFO] - mean center_loss: 0.037382 [2020-11-13 18:27:41,617][root][INFO] - mean heading_cls_loss: 0.681255 [2020-11-13 18:27:41,617][root][INFO] - mean heading_reg_loss: 0.039579 [2020-11-13 18:27:41,617][root][INFO] - mean loss: 4.522806 [2020-11-13 18:27:41,617][root][INFO] - mean neg_ratio: 0.722772 [2020-11-13 18:27:41,617][root][INFO] - mean obj_acc: 0.946539 [2020-11-13 18:27:41,617][root][INFO] - mean objectness_loss: 0.046651 [2020-11-13 18:27:41,617][root][INFO] - mean pos_ratio: 0.146100 [2020-11-13 18:27:41,617][root][INFO] - mean sem_cls_loss: 0.223946 [2020-11-13 18:27:41,617][root][INFO] - mean size_cls_loss: 0.223695 [2020-11-13 18:27:41,617][root][INFO] - mean size_reg_loss: 0.019389 [2020-11-13 18:27:41,617][root][INFO] - mean vote_loss: 0.219715 [2020-11-13 18:28:32,626][root][INFO] - ---- batch: 060 ---- [2020-11-13 18:28:32,632][root][INFO] - mean box_loss: 0.184725 [2020-11-13 18:28:32,633][root][INFO] - mean center_loss: 0.031746 [2020-11-13 18:28:32,633][root][INFO] - mean heading_cls_loss: 0.673907 [2020-11-13 18:28:32,633][root][INFO] - mean heading_reg_loss: 0.043368 [2020-11-13 18:28:32,633][root][INFO] - mean loss: 4.443849 [2020-11-13 18:28:32,633][root][INFO] - mean neg_ratio: 0.733820 [2020-11-13 18:28:32,633][root][INFO] - mean obj_acc: 0.945150 [2020-11-13 18:28:32,633][root][INFO] - mean objectness_loss: 0.044270 [2020-11-13 18:28:32,633][root][INFO] - mean pos_ratio: 0.139551 [2020-11-13 18:28:32,633][root][INFO] - mean sem_cls_loss: 0.190171 [2020-11-13 18:28:32,633][root][INFO] - mean size_cls_loss: 0.191227 [2020-11-13 18:28:32,633][root][INFO] - mean size_reg_loss: 0.023099 [2020-11-13 18:28:32,633][root][INFO] - mean vote_loss: 0.218507 [2020-11-13 18:29:24,278][root][INFO] - ---- batch: 070 ---- [2020-11-13 18:29:24,284][root][INFO] - mean box_loss: 0.200525 [2020-11-13 18:29:24,284][root][INFO] - mean center_loss: 0.039153 [2020-11-13 18:29:24,284][root][INFO] - mean heading_cls_loss: 0.731296 [2020-11-13 18:29:24,285][root][INFO] - mean heading_reg_loss: 0.043984 [2020-11-13 18:29:24,285][root][INFO] - mean loss: 4.713964 [2020-11-13 18:29:24,285][root][INFO] - mean neg_ratio: 0.726959 [2020-11-13 18:29:24,285][root][INFO] - mean obj_acc: 0.946961 [2020-11-13 18:29:24,285][root][INFO] - mean objectness_loss: 0.046073 [2020-11-13 18:29:24,285][root][INFO] - mean pos_ratio: 0.144867 [2020-11-13 18:29:24,285][root][INFO] - mean sem_cls_loss: 0.223399 [2020-11-13 18:29:24,285][root][INFO] - mean size_cls_loss: 0.223564 [2020-11-13 18:29:24,285][root][INFO] - mean size_reg_loss: 0.021903 [2020-11-13 18:29:24,285][root][INFO] - mean vote_loss: 0.225495 [2020-11-13 18:30:12,240][root][INFO] - ---- batch: 080 ---- [2020-11-13 18:30:12,253][root][INFO] - mean box_loss: 0.192540 [2020-11-13 18:30:12,254][root][INFO] - mean center_loss: 0.033832 [2020-11-13 18:30:12,255][root][INFO] - mean heading_cls_loss: 0.732860 [2020-11-13 18:30:12,255][root][INFO] - mean heading_reg_loss: 0.041943 [2020-11-13 18:30:12,255][root][INFO] - mean loss: 4.663478 [2020-11-13 18:30:12,255][root][INFO] - mean neg_ratio: 0.719995 [2020-11-13 18:30:12,255][root][INFO] - mean obj_acc: 0.948208 [2020-11-13 18:30:12,255][root][INFO] - mean objectness_loss: 0.048016 [2020-11-13 18:30:12,255][root][INFO] - mean pos_ratio: 0.143927 [2020-11-13 18:30:12,255][root][INFO] - mean sem_cls_loss: 0.228989 [2020-11-13 18:30:12,255][root][INFO] - mean size_cls_loss: 0.229067 [2020-11-13 18:30:12,255][root][INFO] - mean size_reg_loss: 0.020573 [2020-11-13 18:30:12,255][root][INFO] - mean vote_loss: 0.226901 [2020-11-13 18:30:26,112][root][INFO] - **** EPOCH 096 **** [2020-11-13 18:30:26,114][root][INFO] - Current learning rate: 0.000100 [2020-11-13 18:30:26,114][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 18:30:26,115][root][INFO] - 2020-11-13 18:30:26.115007 [2020-11-13 18:31:21,804][root][INFO] - ---- batch: 010 ---- [2020-11-13 18:31:21,809][root][INFO] - mean box_loss: 0.198742 [2020-11-13 18:31:21,810][root][INFO] - mean center_loss: 0.040394 [2020-11-13 18:31:21,810][root][INFO] - mean heading_cls_loss: 0.718748 [2020-11-13 18:31:21,810][root][INFO] - mean heading_reg_loss: 0.046543 [2020-11-13 18:31:21,810][root][INFO] - mean loss: 4.539350 [2020-11-13 18:31:21,810][root][INFO] - mean neg_ratio: 0.728912 [2020-11-13 18:31:21,810][root][INFO] - mean obj_acc: 0.946174 [2020-11-13 18:31:21,810][root][INFO] - mean objectness_loss: 0.046943 [2020-11-13 18:31:21,810][root][INFO] - mean pos_ratio: 0.147766 [2020-11-13 18:31:21,810][root][INFO] - mean sem_cls_loss: 0.192675 [2020-11-13 18:31:21,810][root][INFO] - mean size_cls_loss: 0.192561 [2020-11-13 18:31:21,810][root][INFO] - mean size_reg_loss: 0.020675 [2020-11-13 18:31:21,810][root][INFO] - mean vote_loss: 0.212453 [2020-11-13 18:32:12,102][root][INFO] - ---- batch: 020 ---- [2020-11-13 18:32:12,108][root][INFO] - mean box_loss: 0.178902 [2020-11-13 18:32:12,108][root][INFO] - mean center_loss: 0.036068 [2020-11-13 18:32:12,108][root][INFO] - mean heading_cls_loss: 0.678773 [2020-11-13 18:32:12,108][root][INFO] - mean heading_reg_loss: 0.036038 [2020-11-13 18:32:12,108][root][INFO] - mean loss: 4.404977 [2020-11-13 18:32:12,108][root][INFO] - mean neg_ratio: 0.714630 [2020-11-13 18:32:12,108][root][INFO] - mean obj_acc: 0.942568 [2020-11-13 18:32:12,108][root][INFO] - mean objectness_loss: 0.047220 [2020-11-13 18:32:12,108][root][INFO] - mean pos_ratio: 0.150293 [2020-11-13 18:32:12,108][root][INFO] - mean sem_cls_loss: 0.182804 [2020-11-13 18:32:12,108][root][INFO] - mean size_cls_loss: 0.183257 [2020-11-13 18:32:12,108][root][INFO] - mean size_reg_loss: 0.020593 [2020-11-13 18:32:12,109][root][INFO] - mean vote_loss: 0.219705 [2020-11-13 18:33:02,179][root][INFO] - ---- batch: 030 ---- [2020-11-13 18:33:02,184][root][INFO] - mean box_loss: 0.204130 [2020-11-13 18:33:02,184][root][INFO] - mean center_loss: 0.033240 [2020-11-13 18:33:02,184][root][INFO] - mean heading_cls_loss: 0.785893 [2020-11-13 18:33:02,184][root][INFO] - mean heading_reg_loss: 0.047186 [2020-11-13 18:33:02,184][root][INFO] - mean loss: 4.629424 [2020-11-13 18:33:02,184][root][INFO] - mean neg_ratio: 0.729236 [2020-11-13 18:33:02,184][root][INFO] - mean obj_acc: 0.946642 [2020-11-13 18:33:02,184][root][INFO] - mean objectness_loss: 0.045090 [2020-11-13 18:33:02,184][root][INFO] - mean pos_ratio: 0.140649 [2020-11-13 18:33:02,185][root][INFO] - mean sem_cls_loss: 0.214279 [2020-11-13 18:33:02,185][root][INFO] - mean size_cls_loss: 0.214975 [2020-11-13 18:33:02,185][root][INFO] - mean size_reg_loss: 0.023617 [2020-11-13 18:33:02,185][root][INFO] - mean vote_loss: 0.214840 [2020-11-13 18:33:52,725][root][INFO] - ---- batch: 040 ---- [2020-11-13 18:33:52,730][root][INFO] - mean box_loss: 0.193864 [2020-11-13 18:33:52,730][root][INFO] - mean center_loss: 0.037246 [2020-11-13 18:33:52,730][root][INFO] - mean heading_cls_loss: 0.717138 [2020-11-13 18:33:52,730][root][INFO] - mean heading_reg_loss: 0.044476 [2020-11-13 18:33:52,730][root][INFO] - mean loss: 4.645112 [2020-11-13 18:33:52,730][root][INFO] - mean neg_ratio: 0.719855 [2020-11-13 18:33:52,730][root][INFO] - mean obj_acc: 0.944959 [2020-11-13 18:33:52,730][root][INFO] - mean objectness_loss: 0.050292 [2020-11-13 18:33:52,730][root][INFO] - mean pos_ratio: 0.148444 [2020-11-13 18:33:52,730][root][INFO] - mean sem_cls_loss: 0.196976 [2020-11-13 18:33:52,730][root][INFO] - mean size_cls_loss: 0.197421 [2020-11-13 18:33:52,730][root][INFO] - mean size_reg_loss: 0.020687 [2020-11-13 18:33:52,731][root][INFO] - mean vote_loss: 0.225803 [2020-11-13 18:34:43,259][root][INFO] - ---- batch: 050 ---- [2020-11-13 18:34:43,264][root][INFO] - mean box_loss: 0.186853 [2020-11-13 18:34:43,264][root][INFO] - mean center_loss: 0.033916 [2020-11-13 18:34:43,264][root][INFO] - mean heading_cls_loss: 0.644084 [2020-11-13 18:34:43,264][root][INFO] - mean heading_reg_loss: 0.044775 [2020-11-13 18:34:43,264][root][INFO] - mean loss: 4.669432 [2020-11-13 18:34:43,264][root][INFO] - mean neg_ratio: 0.723883 [2020-11-13 18:34:43,264][root][INFO] - mean obj_acc: 0.948253 [2020-11-13 18:34:43,264][root][INFO] - mean objectness_loss: 0.045453 [2020-11-13 18:34:43,264][root][INFO] - mean pos_ratio: 0.146033 [2020-11-13 18:34:43,264][root][INFO] - mean sem_cls_loss: 0.201453 [2020-11-13 18:34:43,264][root][INFO] - mean size_cls_loss: 0.201375 [2020-11-13 18:34:43,265][root][INFO] - mean size_reg_loss: 0.023615 [2020-11-13 18:34:43,265][root][INFO] - mean vote_loss: 0.237219 [2020-11-13 18:35:33,145][root][INFO] - ---- batch: 060 ---- [2020-11-13 18:35:33,150][root][INFO] - mean box_loss: 0.178266 [2020-11-13 18:35:33,151][root][INFO] - mean center_loss: 0.032472 [2020-11-13 18:35:33,151][root][INFO] - mean heading_cls_loss: 0.654334 [2020-11-13 18:35:33,151][root][INFO] - mean heading_reg_loss: 0.040628 [2020-11-13 18:35:33,151][root][INFO] - mean loss: 4.199224 [2020-11-13 18:35:33,151][root][INFO] - mean neg_ratio: 0.744592 [2020-11-13 18:35:33,151][root][INFO] - mean obj_acc: 0.942177 [2020-11-13 18:35:33,151][root][INFO] - mean objectness_loss: 0.042465 [2020-11-13 18:35:33,151][root][INFO] - mean pos_ratio: 0.133087 [2020-11-13 18:35:33,151][root][INFO] - mean sem_cls_loss: 0.196940 [2020-11-13 18:35:33,151][root][INFO] - mean size_cls_loss: 0.196355 [2020-11-13 18:35:33,151][root][INFO] - mean size_reg_loss: 0.020097 [2020-11-13 18:35:33,151][root][INFO] - mean vote_loss: 0.200730 [2020-11-13 18:36:23,375][root][INFO] - ---- batch: 070 ---- [2020-11-13 18:36:23,380][root][INFO] - mean box_loss: 0.188603 [2020-11-13 18:36:23,381][root][INFO] - mean center_loss: 0.039395 [2020-11-13 18:36:23,381][root][INFO] - mean heading_cls_loss: 0.675816 [2020-11-13 18:36:23,381][root][INFO] - mean heading_reg_loss: 0.043341 [2020-11-13 18:36:23,381][root][INFO] - mean loss: 4.488215 [2020-11-13 18:36:23,381][root][INFO] - mean neg_ratio: 0.716156 [2020-11-13 18:36:23,381][root][INFO] - mean obj_acc: 0.947173 [2020-11-13 18:36:23,381][root][INFO] - mean objectness_loss: 0.045942 [2020-11-13 18:36:23,381][root][INFO] - mean pos_ratio: 0.153625 [2020-11-13 18:36:23,381][root][INFO] - mean sem_cls_loss: 0.204297 [2020-11-13 18:36:23,381][root][INFO] - mean size_cls_loss: 0.203711 [2020-11-13 18:36:23,381][root][INFO] - mean size_reg_loss: 0.017914 [2020-11-13 18:36:23,381][root][INFO] - mean vote_loss: 0.216818 [2020-11-13 18:37:13,639][root][INFO] - ---- batch: 080 ---- [2020-11-13 18:37:13,646][root][INFO] - mean box_loss: 0.187097 [2020-11-13 18:37:13,648][root][INFO] - mean center_loss: 0.031485 [2020-11-13 18:37:13,648][root][INFO] - mean heading_cls_loss: 0.638080 [2020-11-13 18:37:13,648][root][INFO] - mean heading_reg_loss: 0.044086 [2020-11-13 18:37:13,648][root][INFO] - mean loss: 4.730584 [2020-11-13 18:37:13,649][root][INFO] - mean neg_ratio: 0.737909 [2020-11-13 18:37:13,649][root][INFO] - mean obj_acc: 0.940969 [2020-11-13 18:37:13,649][root][INFO] - mean objectness_loss: 0.046423 [2020-11-13 18:37:13,649][root][INFO] - mean pos_ratio: 0.137451 [2020-11-13 18:37:13,649][root][INFO] - mean sem_cls_loss: 0.213595 [2020-11-13 18:37:13,649][root][INFO] - mean size_cls_loss: 0.213822 [2020-11-13 18:37:13,649][root][INFO] - mean size_reg_loss: 0.026336 [2020-11-13 18:37:13,649][root][INFO] - mean vote_loss: 0.241391 [2020-11-13 18:37:27,971][root][INFO] - **** EPOCH 097 **** [2020-11-13 18:37:27,973][root][INFO] - Current learning rate: 0.000100 [2020-11-13 18:37:27,973][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 18:37:27,973][root][INFO] - 2020-11-13 18:37:27.973342 [2020-11-13 18:38:24,727][root][INFO] - ---- batch: 010 ---- [2020-11-13 18:38:24,737][root][INFO] - mean box_loss: 0.194518 [2020-11-13 18:38:24,737][root][INFO] - mean center_loss: 0.032657 [2020-11-13 18:38:24,737][root][INFO] - mean heading_cls_loss: 0.753106 [2020-11-13 18:38:24,737][root][INFO] - mean heading_reg_loss: 0.047260 [2020-11-13 18:38:24,737][root][INFO] - mean loss: 4.404786 [2020-11-13 18:38:24,738][root][INFO] - mean neg_ratio: 0.722504 [2020-11-13 18:38:24,738][root][INFO] - mean obj_acc: 0.950500 [2020-11-13 18:38:24,738][root][INFO] - mean objectness_loss: 0.044349 [2020-11-13 18:38:24,738][root][INFO] - mean pos_ratio: 0.149420 [2020-11-13 18:38:24,738][root][INFO] - mean sem_cls_loss: 0.173518 [2020-11-13 18:38:24,738][root][INFO] - mean size_cls_loss: 0.173405 [2020-11-13 18:38:24,738][root][INFO] - mean size_reg_loss: 0.021950 [2020-11-13 18:38:24,738][root][INFO] - mean vote_loss: 0.206435 [2020-11-13 18:39:14,822][root][INFO] - ---- batch: 020 ---- [2020-11-13 18:39:14,831][root][INFO] - mean box_loss: 0.175927 [2020-11-13 18:39:14,831][root][INFO] - mean center_loss: 0.030056 [2020-11-13 18:39:14,831][root][INFO] - mean heading_cls_loss: 0.654627 [2020-11-13 18:39:14,831][root][INFO] - mean heading_reg_loss: 0.043561 [2020-11-13 18:39:14,831][root][INFO] - mean loss: 4.335460 [2020-11-13 18:39:14,831][root][INFO] - mean neg_ratio: 0.720953 [2020-11-13 18:39:14,831][root][INFO] - mean obj_acc: 0.945156 [2020-11-13 18:39:14,831][root][INFO] - mean objectness_loss: 0.049305 [2020-11-13 18:39:14,831][root][INFO] - mean pos_ratio: 0.147046 [2020-11-13 18:39:14,831][root][INFO] - mean sem_cls_loss: 0.180445 [2020-11-13 18:39:14,831][root][INFO] - mean size_cls_loss: 0.181031 [2020-11-13 18:39:14,831][root][INFO] - mean size_reg_loss: 0.018745 [2020-11-13 18:39:14,831][root][INFO] - mean vote_loss: 0.214922 [2020-11-13 18:40:04,949][root][INFO] - ---- batch: 030 ---- [2020-11-13 18:40:04,955][root][INFO] - mean box_loss: 0.201720 [2020-11-13 18:40:04,955][root][INFO] - mean center_loss: 0.033827 [2020-11-13 18:40:04,955][root][INFO] - mean heading_cls_loss: 0.744897 [2020-11-13 18:40:04,955][root][INFO] - mean heading_reg_loss: 0.043740 [2020-11-13 18:40:04,955][root][INFO] - mean loss: 4.750306 [2020-11-13 18:40:04,955][root][INFO] - mean neg_ratio: 0.721484 [2020-11-13 18:40:04,955][root][INFO] - mean obj_acc: 0.950466 [2020-11-13 18:40:04,955][root][INFO] - mean objectness_loss: 0.043709 [2020-11-13 18:40:04,955][root][INFO] - mean pos_ratio: 0.144458 [2020-11-13 18:40:04,955][root][INFO] - mean sem_cls_loss: 0.250058 [2020-11-13 18:40:04,955][root][INFO] - mean size_cls_loss: 0.249504 [2020-11-13 18:40:04,955][root][INFO] - mean size_reg_loss: 0.024712 [2020-11-13 18:40:04,955][root][INFO] - mean vote_loss: 0.226450 [2020-11-13 18:40:55,480][root][INFO] - ---- batch: 040 ---- [2020-11-13 18:40:55,485][root][INFO] - mean box_loss: 0.176085 [2020-11-13 18:40:55,485][root][INFO] - mean center_loss: 0.032744 [2020-11-13 18:40:55,485][root][INFO] - mean heading_cls_loss: 0.603766 [2020-11-13 18:40:55,485][root][INFO] - mean heading_reg_loss: 0.046557 [2020-11-13 18:40:55,485][root][INFO] - mean loss: 4.330324 [2020-11-13 18:40:55,485][root][INFO] - mean neg_ratio: 0.715179 [2020-11-13 18:40:55,485][root][INFO] - mean obj_acc: 0.945068 [2020-11-13 18:40:55,485][root][INFO] - mean objectness_loss: 0.051694 [2020-11-13 18:40:55,486][root][INFO] - mean pos_ratio: 0.155151 [2020-11-13 18:40:55,486][root][INFO] - mean sem_cls_loss: 0.178978 [2020-11-13 18:40:55,486][root][INFO] - mean size_cls_loss: 0.179038 [2020-11-13 18:40:55,486][root][INFO] - mean size_reg_loss: 0.018503 [2020-11-13 18:40:55,486][root][INFO] - mean vote_loss: 0.213202 [2020-11-13 18:41:47,639][root][INFO] - ---- batch: 050 ---- [2020-11-13 18:41:47,644][root][INFO] - mean box_loss: 0.207512 [2020-11-13 18:41:47,644][root][INFO] - mean center_loss: 0.039141 [2020-11-13 18:41:47,644][root][INFO] - mean heading_cls_loss: 0.754681 [2020-11-13 18:41:47,644][root][INFO] - mean heading_reg_loss: 0.048726 [2020-11-13 18:41:47,644][root][INFO] - mean loss: 4.736974 [2020-11-13 18:41:47,644][root][INFO] - mean neg_ratio: 0.738782 [2020-11-13 18:41:47,644][root][INFO] - mean obj_acc: 0.937715 [2020-11-13 18:41:47,645][root][INFO] - mean objectness_loss: 0.047972 [2020-11-13 18:41:47,645][root][INFO] - mean pos_ratio: 0.134662 [2020-11-13 18:41:47,645][root][INFO] - mean sem_cls_loss: 0.216161 [2020-11-13 18:41:47,645][root][INFO] - mean size_cls_loss: 0.216975 [2020-11-13 18:41:47,645][root][INFO] - mean size_reg_loss: 0.022479 [2020-11-13 18:41:47,645][root][INFO] - mean vote_loss: 0.220583 [2020-11-13 18:42:39,402][root][INFO] - ---- batch: 060 ---- [2020-11-13 18:42:39,408][root][INFO] - mean box_loss: 0.191469 [2020-11-13 18:42:39,410][root][INFO] - mean center_loss: 0.037659 [2020-11-13 18:42:39,410][root][INFO] - mean heading_cls_loss: 0.670129 [2020-11-13 18:42:39,410][root][INFO] - mean heading_reg_loss: 0.041596 [2020-11-13 18:42:39,410][root][INFO] - mean loss: 4.653066 [2020-11-13 18:42:39,410][root][INFO] - mean neg_ratio: 0.730121 [2020-11-13 18:42:39,410][root][INFO] - mean obj_acc: 0.947423 [2020-11-13 18:42:39,410][root][INFO] - mean objectness_loss: 0.044000 [2020-11-13 18:42:39,410][root][INFO] - mean pos_ratio: 0.142401 [2020-11-13 18:42:39,410][root][INFO] - mean sem_cls_loss: 0.203333 [2020-11-13 18:42:39,410][root][INFO] - mean size_cls_loss: 0.203031 [2020-11-13 18:42:39,410][root][INFO] - mean size_reg_loss: 0.024898 [2020-11-13 18:42:39,410][root][INFO] - mean vote_loss: 0.231504 [2020-11-13 18:43:28,833][root][INFO] - ---- batch: 070 ---- [2020-11-13 18:43:28,838][root][INFO] - mean box_loss: 0.194048 [2020-11-13 18:43:28,838][root][INFO] - mean center_loss: 0.039135 [2020-11-13 18:43:28,839][root][INFO] - mean heading_cls_loss: 0.688432 [2020-11-13 18:43:28,839][root][INFO] - mean heading_reg_loss: 0.046343 [2020-11-13 18:43:28,839][root][INFO] - mean loss: 4.547913 [2020-11-13 18:43:28,839][root][INFO] - mean neg_ratio: 0.728564 [2020-11-13 18:43:28,839][root][INFO] - mean obj_acc: 0.948042 [2020-11-13 18:43:28,839][root][INFO] - mean objectness_loss: 0.044044 [2020-11-13 18:43:28,839][root][INFO] - mean pos_ratio: 0.145209 [2020-11-13 18:43:28,839][root][INFO] - mean sem_cls_loss: 0.187834 [2020-11-13 18:43:28,839][root][INFO] - mean size_cls_loss: 0.187756 [2020-11-13 18:43:28,839][root][INFO] - mean size_reg_loss: 0.020951 [2020-11-13 18:43:28,839][root][INFO] - mean vote_loss: 0.219938 [2020-11-13 18:44:18,153][root][INFO] - ---- batch: 080 ---- [2020-11-13 18:44:18,160][root][INFO] - mean box_loss: 0.186488 [2020-11-13 18:44:18,160][root][INFO] - mean center_loss: 0.034275 [2020-11-13 18:44:18,160][root][INFO] - mean heading_cls_loss: 0.698279 [2020-11-13 18:44:18,161][root][INFO] - mean heading_reg_loss: 0.041626 [2020-11-13 18:44:18,161][root][INFO] - mean loss: 4.467771 [2020-11-13 18:44:18,161][root][INFO] - mean neg_ratio: 0.736078 [2020-11-13 18:44:18,161][root][INFO] - mean obj_acc: 0.946746 [2020-11-13 18:44:18,161][root][INFO] - mean objectness_loss: 0.043000 [2020-11-13 18:44:18,161][root][INFO] - mean pos_ratio: 0.135724 [2020-11-13 18:44:18,161][root][INFO] - mean sem_cls_loss: 0.179350 [2020-11-13 18:44:18,161][root][INFO] - mean size_cls_loss: 0.179869 [2020-11-13 18:44:18,161][root][INFO] - mean size_reg_loss: 0.022773 [2020-11-13 18:44:18,161][root][INFO] - mean vote_loss: 0.220854 [2020-11-13 18:44:30,927][root][INFO] - **** EPOCH 098 **** [2020-11-13 18:44:30,929][root][INFO] - Current learning rate: 0.000100 [2020-11-13 18:44:30,929][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 18:44:30,929][root][INFO] - 2020-11-13 18:44:30.929706 [2020-11-13 18:45:26,224][root][INFO] - ---- batch: 010 ---- [2020-11-13 18:45:26,229][root][INFO] - mean box_loss: 0.195039 [2020-11-13 18:45:26,230][root][INFO] - mean center_loss: 0.040837 [2020-11-13 18:45:26,230][root][INFO] - mean heading_cls_loss: 0.712159 [2020-11-13 18:45:26,230][root][INFO] - mean heading_reg_loss: 0.039906 [2020-11-13 18:45:26,230][root][INFO] - mean loss: 4.681665 [2020-11-13 18:45:26,230][root][INFO] - mean neg_ratio: 0.734497 [2020-11-13 18:45:26,230][root][INFO] - mean obj_acc: 0.949094 [2020-11-13 18:45:26,230][root][INFO] - mean objectness_loss: 0.043976 [2020-11-13 18:45:26,230][root][INFO] - mean pos_ratio: 0.141962 [2020-11-13 18:45:26,230][root][INFO] - mean sem_cls_loss: 0.190002 [2020-11-13 18:45:26,230][root][INFO] - mean size_cls_loss: 0.190309 [2020-11-13 18:45:26,230][root][INFO] - mean size_reg_loss: 0.024049 [2020-11-13 18:45:26,230][root][INFO] - mean vote_loss: 0.232139 [2020-11-13 18:46:16,086][root][INFO] - ---- batch: 020 ---- [2020-11-13 18:46:16,090][root][INFO] - mean box_loss: 0.190021 [2020-11-13 18:46:16,091][root][INFO] - mean center_loss: 0.036390 [2020-11-13 18:46:16,091][root][INFO] - mean heading_cls_loss: 0.680580 [2020-11-13 18:46:16,091][root][INFO] - mean heading_reg_loss: 0.047697 [2020-11-13 18:46:16,091][root][INFO] - mean loss: 4.495888 [2020-11-13 18:46:16,091][root][INFO] - mean neg_ratio: 0.720404 [2020-11-13 18:46:16,091][root][INFO] - mean obj_acc: 0.946827 [2020-11-13 18:46:16,091][root][INFO] - mean objectness_loss: 0.043178 [2020-11-13 18:46:16,091][root][INFO] - mean pos_ratio: 0.153088 [2020-11-13 18:46:16,091][root][INFO] - mean sem_cls_loss: 0.192970 [2020-11-13 18:46:16,091][root][INFO] - mean size_cls_loss: 0.192985 [2020-11-13 18:46:16,091][root][INFO] - mean size_reg_loss: 0.018577 [2020-11-13 18:46:16,091][root][INFO] - mean vote_loss: 0.218682 [2020-11-13 18:47:06,392][root][INFO] - ---- batch: 030 ---- [2020-11-13 18:47:06,397][root][INFO] - mean box_loss: 0.204315 [2020-11-13 18:47:06,397][root][INFO] - mean center_loss: 0.036169 [2020-11-13 18:47:06,397][root][INFO] - mean heading_cls_loss: 0.736389 [2020-11-13 18:47:06,397][root][INFO] - mean heading_reg_loss: 0.049081 [2020-11-13 18:47:06,397][root][INFO] - mean loss: 4.739143 [2020-11-13 18:47:06,397][root][INFO] - mean neg_ratio: 0.732391 [2020-11-13 18:47:06,397][root][INFO] - mean obj_acc: 0.947274 [2020-11-13 18:47:06,397][root][INFO] - mean objectness_loss: 0.044843 [2020-11-13 18:47:06,397][root][INFO] - mean pos_ratio: 0.139618 [2020-11-13 18:47:06,397][root][INFO] - mean sem_cls_loss: 0.231159 [2020-11-13 18:47:06,397][root][INFO] - mean size_cls_loss: 0.231212 [2020-11-13 18:47:06,397][root][INFO] - mean size_reg_loss: 0.022305 [2020-11-13 18:47:06,397][root][INFO] - mean vote_loss: 0.224062 [2020-11-13 18:47:56,473][root][INFO] - ---- batch: 040 ---- [2020-11-13 18:47:56,479][root][INFO] - mean box_loss: 0.189456 [2020-11-13 18:47:56,479][root][INFO] - mean center_loss: 0.030882 [2020-11-13 18:47:56,479][root][INFO] - mean heading_cls_loss: 0.690069 [2020-11-13 18:47:56,479][root][INFO] - mean heading_reg_loss: 0.046282 [2020-11-13 18:47:56,479][root][INFO] - mean loss: 4.474379 [2020-11-13 18:47:56,479][root][INFO] - mean neg_ratio: 0.720941 [2020-11-13 18:47:56,479][root][INFO] - mean obj_acc: 0.944990 [2020-11-13 18:47:56,479][root][INFO] - mean objectness_loss: 0.049433 [2020-11-13 18:47:56,479][root][INFO] - mean pos_ratio: 0.149011 [2020-11-13 18:47:56,479][root][INFO] - mean sem_cls_loss: 0.221476 [2020-11-13 18:47:56,479][root][INFO] - mean size_cls_loss: 0.222124 [2020-11-13 18:47:56,479][root][INFO] - mean size_reg_loss: 0.021073 [2020-11-13 18:47:56,479][root][INFO] - mean vote_loss: 0.211118 [2020-11-13 18:48:48,000][root][INFO] - ---- batch: 050 ---- [2020-11-13 18:48:48,006][root][INFO] - mean box_loss: 0.183697 [2020-11-13 18:48:48,007][root][INFO] - mean center_loss: 0.032984 [2020-11-13 18:48:48,008][root][INFO] - mean heading_cls_loss: 0.688149 [2020-11-13 18:48:48,008][root][INFO] - mean heading_reg_loss: 0.042805 [2020-11-13 18:48:48,008][root][INFO] - mean loss: 4.612447 [2020-11-13 18:48:48,008][root][INFO] - mean neg_ratio: 0.728497 [2020-11-13 18:48:48,008][root][INFO] - mean obj_acc: 0.947520 [2020-11-13 18:48:48,008][root][INFO] - mean objectness_loss: 0.044622 [2020-11-13 18:48:48,008][root][INFO] - mean pos_ratio: 0.143323 [2020-11-13 18:48:48,008][root][INFO] - mean sem_cls_loss: 0.182556 [2020-11-13 18:48:48,008][root][INFO] - mean size_cls_loss: 0.182618 [2020-11-13 18:48:48,008][root][INFO] - mean size_reg_loss: 0.020832 [2020-11-13 18:48:48,008][root][INFO] - mean vote_loss: 0.236981 [2020-11-13 18:49:39,437][root][INFO] - ---- batch: 060 ---- [2020-11-13 18:49:39,442][root][INFO] - mean box_loss: 0.192555 [2020-11-13 18:49:39,444][root][INFO] - mean center_loss: 0.037697 [2020-11-13 18:49:39,444][root][INFO] - mean heading_cls_loss: 0.685267 [2020-11-13 18:49:39,444][root][INFO] - mean heading_reg_loss: 0.043260 [2020-11-13 18:49:39,444][root][INFO] - mean loss: 4.521846 [2020-11-13 18:49:39,444][root][INFO] - mean neg_ratio: 0.720129 [2020-11-13 18:49:39,444][root][INFO] - mean obj_acc: 0.943164 [2020-11-13 18:49:39,444][root][INFO] - mean objectness_loss: 0.049505 [2020-11-13 18:49:39,444][root][INFO] - mean pos_ratio: 0.147217 [2020-11-13 18:49:39,444][root][INFO] - mean sem_cls_loss: 0.210229 [2020-11-13 18:49:39,444][root][INFO] - mean size_cls_loss: 0.210166 [2020-11-13 18:49:39,444][root][INFO] - mean size_reg_loss: 0.022054 [2020-11-13 18:49:39,444][root][INFO] - mean vote_loss: 0.213855 [2020-11-13 18:50:29,230][root][INFO] - ---- batch: 070 ---- [2020-11-13 18:50:29,445][root][INFO] - mean box_loss: 0.187150 [2020-11-13 18:50:29,445][root][INFO] - mean center_loss: 0.033460 [2020-11-13 18:50:29,446][root][INFO] - mean heading_cls_loss: 0.654019 [2020-11-13 18:50:29,446][root][INFO] - mean heading_reg_loss: 0.047588 [2020-11-13 18:50:29,446][root][INFO] - mean loss: 4.324190 [2020-11-13 18:50:29,446][root][INFO] - mean neg_ratio: 0.730334 [2020-11-13 18:50:29,446][root][INFO] - mean obj_acc: 0.949362 [2020-11-13 18:50:29,446][root][INFO] - mean objectness_loss: 0.041083 [2020-11-13 18:50:29,446][root][INFO] - mean pos_ratio: 0.141125 [2020-11-13 18:50:29,446][root][INFO] - mean sem_cls_loss: 0.191514 [2020-11-13 18:50:29,446][root][INFO] - mean size_cls_loss: 0.190994 [2020-11-13 18:50:29,446][root][INFO] - mean size_reg_loss: 0.021601 [2020-11-13 18:50:29,446][root][INFO] - mean vote_loss: 0.205576 [2020-11-13 18:51:19,234][root][INFO] - ---- batch: 080 ---- [2020-11-13 18:51:19,241][root][INFO] - mean box_loss: 0.195781 [2020-11-13 18:51:19,241][root][INFO] - mean center_loss: 0.039176 [2020-11-13 18:51:19,241][root][INFO] - mean heading_cls_loss: 0.685328 [2020-11-13 18:51:19,241][root][INFO] - mean heading_reg_loss: 0.045306 [2020-11-13 18:51:19,242][root][INFO] - mean loss: 4.609741 [2020-11-13 18:51:19,242][root][INFO] - mean neg_ratio: 0.743811 [2020-11-13 18:51:19,242][root][INFO] - mean obj_acc: 0.941790 [2020-11-13 18:51:19,242][root][INFO] - mean objectness_loss: 0.045077 [2020-11-13 18:51:19,242][root][INFO] - mean pos_ratio: 0.129840 [2020-11-13 18:51:19,242][root][INFO] - mean sem_cls_loss: 0.202233 [2020-11-13 18:51:19,242][root][INFO] - mean size_cls_loss: 0.202553 [2020-11-13 18:51:19,242][root][INFO] - mean size_reg_loss: 0.022511 [2020-11-13 18:51:19,242][root][INFO] - mean vote_loss: 0.222431 [2020-11-13 18:51:32,922][root][INFO] - **** EPOCH 099 **** [2020-11-13 18:51:32,924][root][INFO] - Current learning rate: 0.000100 [2020-11-13 18:51:32,924][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 18:51:32,924][root][INFO] - 2020-11-13 18:51:32.924624 [2020-11-13 18:52:28,776][root][INFO] - ---- batch: 010 ---- [2020-11-13 18:52:28,781][root][INFO] - mean box_loss: 0.190837 [2020-11-13 18:52:28,782][root][INFO] - mean center_loss: 0.032929 [2020-11-13 18:52:28,782][root][INFO] - mean heading_cls_loss: 0.710026 [2020-11-13 18:52:28,782][root][INFO] - mean heading_reg_loss: 0.046659 [2020-11-13 18:52:28,782][root][INFO] - mean loss: 4.504736 [2020-11-13 18:52:28,782][root][INFO] - mean neg_ratio: 0.756427 [2020-11-13 18:52:28,782][root][INFO] - mean obj_acc: 0.940548 [2020-11-13 18:52:28,782][root][INFO] - mean objectness_loss: 0.042998 [2020-11-13 18:52:28,782][root][INFO] - mean pos_ratio: 0.127710 [2020-11-13 18:52:28,782][root][INFO] - mean sem_cls_loss: 0.161609 [2020-11-13 18:52:28,782][root][INFO] - mean size_cls_loss: 0.161986 [2020-11-13 18:52:28,782][root][INFO] - mean size_reg_loss: 0.024049 [2020-11-13 18:52:28,782][root][INFO] - mean vote_loss: 0.221976 [2020-11-13 18:53:18,424][root][INFO] - ---- batch: 020 ---- [2020-11-13 18:53:18,429][root][INFO] - mean box_loss: 0.185510 [2020-11-13 18:53:18,429][root][INFO] - mean center_loss: 0.031993 [2020-11-13 18:53:18,429][root][INFO] - mean heading_cls_loss: 0.707485 [2020-11-13 18:53:18,429][root][INFO] - mean heading_reg_loss: 0.038786 [2020-11-13 18:53:18,429][root][INFO] - mean loss: 4.464964 [2020-11-13 18:53:18,429][root][INFO] - mean neg_ratio: 0.728491 [2020-11-13 18:53:18,429][root][INFO] - mean obj_acc: 0.945188 [2020-11-13 18:53:18,429][root][INFO] - mean objectness_loss: 0.050633 [2020-11-13 18:53:18,429][root][INFO] - mean pos_ratio: 0.143115 [2020-11-13 18:53:18,429][root][INFO] - mean sem_cls_loss: 0.224478 [2020-11-13 18:53:18,429][root][INFO] - mean size_cls_loss: 0.224524 [2020-11-13 18:53:18,429][root][INFO] - mean size_reg_loss: 0.021530 [2020-11-13 18:53:18,429][root][INFO] - mean vote_loss: 0.213222 [2020-11-13 18:54:08,346][root][INFO] - ---- batch: 030 ---- [2020-11-13 18:54:08,350][root][INFO] - mean box_loss: 0.190046 [2020-11-13 18:54:08,351][root][INFO] - mean center_loss: 0.036840 [2020-11-13 18:54:08,351][root][INFO] - mean heading_cls_loss: 0.704268 [2020-11-13 18:54:08,351][root][INFO] - mean heading_reg_loss: 0.044003 [2020-11-13 18:54:08,351][root][INFO] - mean loss: 4.594459 [2020-11-13 18:54:08,351][root][INFO] - mean neg_ratio: 0.739026 [2020-11-13 18:54:08,351][root][INFO] - mean obj_acc: 0.950055 [2020-11-13 18:54:08,351][root][INFO] - mean objectness_loss: 0.043292 [2020-11-13 18:54:08,351][root][INFO] - mean pos_ratio: 0.137732 [2020-11-13 18:54:08,351][root][INFO] - mean sem_cls_loss: 0.196095 [2020-11-13 18:54:08,351][root][INFO] - mean size_cls_loss: 0.196931 [2020-11-13 18:54:08,351][root][INFO] - mean size_reg_loss: 0.019083 [2020-11-13 18:54:08,351][root][INFO] - mean vote_loss: 0.228144 [2020-11-13 18:54:59,318][root][INFO] - ---- batch: 040 ---- [2020-11-13 18:54:59,323][root][INFO] - mean box_loss: 0.188915 [2020-11-13 18:54:59,323][root][INFO] - mean center_loss: 0.033434 [2020-11-13 18:54:59,323][root][INFO] - mean heading_cls_loss: 0.660293 [2020-11-13 18:54:59,323][root][INFO] - mean heading_reg_loss: 0.045250 [2020-11-13 18:54:59,323][root][INFO] - mean loss: 4.508934 [2020-11-13 18:54:59,324][root][INFO] - mean neg_ratio: 0.732355 [2020-11-13 18:54:59,324][root][INFO] - mean obj_acc: 0.952574 [2020-11-13 18:54:59,324][root][INFO] - mean objectness_loss: 0.042486 [2020-11-13 18:54:59,324][root][INFO] - mean pos_ratio: 0.145032 [2020-11-13 18:54:59,324][root][INFO] - mean sem_cls_loss: 0.198169 [2020-11-13 18:54:59,324][root][INFO] - mean size_cls_loss: 0.198689 [2020-11-13 18:54:59,324][root][INFO] - mean size_reg_loss: 0.024333 [2020-11-13 18:54:59,324][root][INFO] - mean vote_loss: 0.220919 [2020-11-13 18:55:50,276][root][INFO] - ---- batch: 050 ---- [2020-11-13 18:55:50,282][root][INFO] - mean box_loss: 0.192215 [2020-11-13 18:55:50,283][root][INFO] - mean center_loss: 0.032738 [2020-11-13 18:55:50,283][root][INFO] - mean heading_cls_loss: 0.707627 [2020-11-13 18:55:50,284][root][INFO] - mean heading_reg_loss: 0.046151 [2020-11-13 18:55:50,284][root][INFO] - mean loss: 4.606342 [2020-11-13 18:55:50,284][root][INFO] - mean neg_ratio: 0.732489 [2020-11-13 18:55:50,284][root][INFO] - mean obj_acc: 0.949423 [2020-11-13 18:55:50,284][root][INFO] - mean objectness_loss: 0.043605 [2020-11-13 18:55:50,284][root][INFO] - mean pos_ratio: 0.142273 [2020-11-13 18:55:50,284][root][INFO] - mean sem_cls_loss: 0.194549 [2020-11-13 18:55:50,284][root][INFO] - mean size_cls_loss: 0.194979 [2020-11-13 18:55:50,284][root][INFO] - mean size_reg_loss: 0.023066 [2020-11-13 18:55:50,284][root][INFO] - mean vote_loss: 0.227162 [2020-11-13 18:56:40,238][root][INFO] - ---- batch: 060 ---- [2020-11-13 18:56:40,245][root][INFO] - mean box_loss: 0.193209 [2020-11-13 18:56:40,245][root][INFO] - mean center_loss: 0.037083 [2020-11-13 18:56:40,245][root][INFO] - mean heading_cls_loss: 0.676326 [2020-11-13 18:56:40,245][root][INFO] - mean heading_reg_loss: 0.045363 [2020-11-13 18:56:40,245][root][INFO] - mean loss: 4.524570 [2020-11-13 18:56:40,245][root][INFO] - mean neg_ratio: 0.705341 [2020-11-13 18:56:40,245][root][INFO] - mean obj_acc: 0.954407 [2020-11-13 18:56:40,246][root][INFO] - mean objectness_loss: 0.049432 [2020-11-13 18:56:40,246][root][INFO] - mean pos_ratio: 0.159918 [2020-11-13 18:56:40,246][root][INFO] - mean sem_cls_loss: 0.232105 [2020-11-13 18:56:40,246][root][INFO] - mean size_cls_loss: 0.232021 [2020-11-13 18:56:40,246][root][INFO] - mean size_reg_loss: 0.019929 [2020-11-13 18:56:40,246][root][INFO] - mean vote_loss: 0.211321 [2020-11-13 18:57:30,240][root][INFO] - ---- batch: 070 ---- [2020-11-13 18:57:30,248][root][INFO] - mean box_loss: 0.188006 [2020-11-13 18:57:30,248][root][INFO] - mean center_loss: 0.038930 [2020-11-13 18:57:30,249][root][INFO] - mean heading_cls_loss: 0.657026 [2020-11-13 18:57:30,249][root][INFO] - mean heading_reg_loss: 0.039888 [2020-11-13 18:57:30,249][root][INFO] - mean loss: 4.444668 [2020-11-13 18:57:30,249][root][INFO] - mean neg_ratio: 0.730194 [2020-11-13 18:57:30,249][root][INFO] - mean obj_acc: 0.949819 [2020-11-13 18:57:30,249][root][INFO] - mean objectness_loss: 0.043795 [2020-11-13 18:57:30,249][root][INFO] - mean pos_ratio: 0.141846 [2020-11-13 18:57:30,249][root][INFO] - mean sem_cls_loss: 0.209562 [2020-11-13 18:57:30,249][root][INFO] - mean size_cls_loss: 0.209340 [2020-11-13 18:57:30,249][root][INFO] - mean size_reg_loss: 0.022551 [2020-11-13 18:57:30,249][root][INFO] - mean vote_loss: 0.213607 [2020-11-13 18:58:20,077][root][INFO] - ---- batch: 080 ---- [2020-11-13 18:58:20,084][root][INFO] - mean box_loss: 0.179748 [2020-11-13 18:58:20,085][root][INFO] - mean center_loss: 0.032474 [2020-11-13 18:58:20,085][root][INFO] - mean heading_cls_loss: 0.642580 [2020-11-13 18:58:20,085][root][INFO] - mean heading_reg_loss: 0.042243 [2020-11-13 18:58:20,085][root][INFO] - mean loss: 4.447137 [2020-11-13 18:58:20,086][root][INFO] - mean neg_ratio: 0.710309 [2020-11-13 18:58:20,086][root][INFO] - mean obj_acc: 0.951873 [2020-11-13 18:58:20,086][root][INFO] - mean objectness_loss: 0.046690 [2020-11-13 18:58:20,086][root][INFO] - mean pos_ratio: 0.155273 [2020-11-13 18:58:20,086][root][INFO] - mean sem_cls_loss: 0.197280 [2020-11-13 18:58:20,086][root][INFO] - mean size_cls_loss: 0.196330 [2020-11-13 18:58:20,086][root][INFO] - mean size_reg_loss: 0.021140 [2020-11-13 18:58:20,086][root][INFO] - mean vote_loss: 0.221892 [2020-11-13 18:58:33,159][root][INFO] - Eval batch: 0 [2020-11-13 18:58:34,963][root][INFO] - Eval batch: 10 [2020-11-13 18:58:36,873][root][INFO] - Eval batch: 20 [2020-11-13 18:58:38,633][root][INFO] - Eval batch: 30 [2020-11-13 18:58:40,377][root][INFO] - Eval batch: 40 [2020-11-13 18:58:42,244][root][INFO] - Eval batch: 50 [2020-11-13 18:58:44,071][root][INFO] - Eval batch: 60 [2020-11-13 18:58:45,866][root][INFO] - Eval batch: 70 [2020-11-13 18:58:47,612][root][INFO] - 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Eval batch: 4940 [2020-11-13 19:13:37,352][root][INFO] - Eval batch: 4950 [2020-11-13 19:13:39,216][root][INFO] - Eval batch: 4960 [2020-11-13 19:13:41,133][root][INFO] - Eval batch: 4970 [2020-11-13 19:13:43,014][root][INFO] - Eval batch: 4980 [2020-11-13 19:13:44,810][root][INFO] - Eval batch: 4990 [2020-11-13 19:13:46,599][root][INFO] - Eval batch: 5000 [2020-11-13 19:13:48,391][root][INFO] - Eval batch: 5010 [2020-11-13 19:13:50,127][root][INFO] - Eval batch: 5020 [2020-11-13 19:13:51,954][root][INFO] - Eval batch: 5030 [2020-11-13 19:13:53,823][root][INFO] - Eval batch: 5040 [2020-11-13 19:13:55,669][root][INFO] - eval mean box_loss: 0.224446 [2020-11-13 19:13:55,670][root][INFO] - eval mean center_loss: 0.042306 [2020-11-13 19:13:55,670][root][INFO] - eval mean heading_cls_loss: 0.732024 [2020-11-13 19:13:55,670][root][INFO] - eval mean heading_reg_loss: 0.040736 [2020-11-13 19:13:55,671][root][INFO] - eval mean loss: 5.442214 [2020-11-13 19:13:55,671][root][INFO] - eval mean neg_ratio: 0.703603 [2020-11-13 19:13:55,671][root][INFO] - eval mean obj_acc: 0.922034 [2020-11-13 19:13:55,672][root][INFO] - eval mean objectness_loss: 0.081295 [2020-11-13 19:13:55,672][root][INFO] - eval mean pos_ratio: 0.154117 [2020-11-13 19:13:55,673][root][INFO] - eval mean sem_cls_loss: 0.444182 [2020-11-13 19:13:55,673][root][INFO] - eval mean size_cls_loss: 0.443615 [2020-11-13 19:13:55,673][root][INFO] - eval mean size_reg_loss: 0.023841 [2020-11-13 19:13:55,674][root][INFO] - eval mean vote_loss: 0.234709 [2020-11-13 19:14:51,530][root][INFO] - eval bed Average Precision: 0.524380 [2020-11-13 19:14:51,531][root][INFO] - eval table Average Precision: 0.203094 [2020-11-13 19:14:51,531][root][INFO] - eval sofa Average Precision: 0.532561 [2020-11-13 19:14:51,531][root][INFO] - eval chair Average Precision: 0.523914 [2020-11-13 19:14:51,531][root][INFO] - eval toilet Average Precision: 0.623057 [2020-11-13 19:14:51,531][root][INFO] - eval desk Average Precision: 0.061725 [2020-11-13 19:14:51,531][root][INFO] - eval dresser Average Precision: 0.133019 [2020-11-13 19:14:51,531][root][INFO] - eval night_stand Average Precision: 0.352151 [2020-11-13 19:14:51,531][root][INFO] - eval bookshelf Average Precision: 0.079400 [2020-11-13 19:14:51,532][root][INFO] - eval bathtub Average Precision: 0.437426 [2020-11-13 19:14:51,532][root][INFO] - eval mAP: 0.347073 [2020-11-13 19:14:51,532][root][INFO] - eval bed Recall: 0.675875 [2020-11-13 19:14:51,532][root][INFO] - eval table Recall: 0.426176 [2020-11-13 19:14:51,532][root][INFO] - eval sofa Recall: 0.676056 [2020-11-13 19:14:51,532][root][INFO] - eval chair Recall: 0.644765 [2020-11-13 19:14:51,532][root][INFO] - eval toilet Recall: 0.721854 [2020-11-13 19:14:51,532][root][INFO] - eval desk Recall: 0.289228 [2020-11-13 19:14:51,532][root][INFO] - eval dresser Recall: 0.402778 [2020-11-13 19:14:51,532][root][INFO] - eval night_stand Recall: 0.559055 [2020-11-13 19:14:51,532][root][INFO] - eval bookshelf Recall: 0.230769 [2020-11-13 19:14:51,533][root][INFO] - eval bathtub Recall: 0.634615 [2020-11-13 19:14:51,533][root][INFO] - eval AR: 0.526117 [2020-11-13 19:14:51,533][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 19:14:52,961][root][INFO] - **** EPOCH 100 **** [2020-11-13 19:14:52,962][root][INFO] - Current learning rate: 0.000100 [2020-11-13 19:14:52,962][root][INFO] - Current BN decay momentum: 0.031250 [2020-11-13 19:14:52,962][root][INFO] - 2020-11-13 19:14:52.962159 [2020-11-13 19:15:48,058][root][INFO] - ---- batch: 010 ---- [2020-11-13 19:15:48,064][root][INFO] - mean box_loss: 0.200369 [2020-11-13 19:15:48,064][root][INFO] - mean center_loss: 0.035397 [2020-11-13 19:15:48,065][root][INFO] - mean heading_cls_loss: 0.733693 [2020-11-13 19:15:48,065][root][INFO] - mean heading_reg_loss: 0.048827 [2020-11-13 19:15:48,065][root][INFO] - mean loss: 4.640047 [2020-11-13 19:15:48,065][root][INFO] - mean neg_ratio: 0.728699 [2020-11-13 19:15:48,065][root][INFO] - mean obj_acc: 0.949105 [2020-11-13 19:15:48,065][root][INFO] - mean objectness_loss: 0.045877 [2020-11-13 19:15:48,065][root][INFO] - mean pos_ratio: 0.141998 [2020-11-13 19:15:48,065][root][INFO] - mean sem_cls_loss: 0.187736 [2020-11-13 19:15:48,065][root][INFO] - mean size_cls_loss: 0.187553 [2020-11-13 19:15:48,065][root][INFO] - mean size_reg_loss: 0.024020 [2020-11-13 19:15:48,065][root][INFO] - mean vote_loss: 0.221923 [2020-11-13 19:16:38,167][root][INFO] - ---- batch: 020 ---- [2020-11-13 19:16:38,173][root][INFO] - mean box_loss: 0.178128 [2020-11-13 19:16:38,173][root][INFO] - mean center_loss: 0.036732 [2020-11-13 19:16:38,173][root][INFO] - mean heading_cls_loss: 0.619440 [2020-11-13 19:16:38,173][root][INFO] - mean heading_reg_loss: 0.038920 [2020-11-13 19:16:38,173][root][INFO] - mean loss: 4.386515 [2020-11-13 19:16:38,173][root][INFO] - mean neg_ratio: 0.723206 [2020-11-13 19:16:38,173][root][INFO] - mean obj_acc: 0.946530 [2020-11-13 19:16:38,173][root][INFO] - mean objectness_loss: 0.046397 [2020-11-13 19:16:38,173][root][INFO] - mean pos_ratio: 0.150146 [2020-11-13 19:16:38,173][root][INFO] - mean sem_cls_loss: 0.199527 [2020-11-13 19:16:38,173][root][INFO] - mean size_cls_loss: 0.199637 [2020-11-13 19:16:38,173][root][INFO] - mean size_reg_loss: 0.020569 [2020-11-13 19:16:38,173][root][INFO] - mean vote_loss: 0.217372 [2020-11-13 19:17:29,484][root][INFO] - ---- batch: 030 ---- [2020-11-13 19:17:29,489][root][INFO] - mean box_loss: 0.197333 [2020-11-13 19:17:29,489][root][INFO] - mean center_loss: 0.034868 [2020-11-13 19:17:29,489][root][INFO] - mean heading_cls_loss: 0.726156 [2020-11-13 19:17:29,489][root][INFO] - mean heading_reg_loss: 0.047848 [2020-11-13 19:17:29,489][root][INFO] - mean loss: 4.698828 [2020-11-13 19:17:29,489][root][INFO] - mean neg_ratio: 0.733862 [2020-11-13 19:17:29,489][root][INFO] - mean obj_acc: 0.942969 [2020-11-13 19:17:29,489][root][INFO] - mean objectness_loss: 0.045468 [2020-11-13 19:17:29,489][root][INFO] - mean pos_ratio: 0.141260 [2020-11-13 19:17:29,489][root][INFO] - mean sem_cls_loss: 0.211031 [2020-11-13 19:17:29,489][root][INFO] - mean size_cls_loss: 0.210849 [2020-11-13 19:17:29,490][root][INFO] - mean size_reg_loss: 0.020916 [2020-11-13 19:17:29,490][root][INFO] - mean vote_loss: 0.228713 [2020-11-13 19:18:19,856][root][INFO] - ---- batch: 040 ---- [2020-11-13 19:18:19,860][root][INFO] - mean box_loss: 0.191786 [2020-11-13 19:18:19,860][root][INFO] - mean center_loss: 0.037182 [2020-11-13 19:18:19,860][root][INFO] - mean heading_cls_loss: 0.664820 [2020-11-13 19:18:19,860][root][INFO] - mean heading_reg_loss: 0.043632 [2020-11-13 19:18:19,860][root][INFO] - mean loss: 4.667694 [2020-11-13 19:18:19,860][root][INFO] - mean neg_ratio: 0.735345 [2020-11-13 19:18:19,860][root][INFO] - mean obj_acc: 0.945430 [2020-11-13 19:18:19,860][root][INFO] - mean objectness_loss: 0.045076 [2020-11-13 19:18:19,860][root][INFO] - mean pos_ratio: 0.145135 [2020-11-13 19:18:19,860][root][INFO] - mean sem_cls_loss: 0.207927 [2020-11-13 19:18:19,861][root][INFO] - mean size_cls_loss: 0.207745 [2020-11-13 19:18:19,861][root][INFO] - mean size_reg_loss: 0.023716 [2020-11-13 19:18:19,861][root][INFO] - mean vote_loss: 0.231652 [2020-11-13 19:19:12,698][root][INFO] - ---- batch: 050 ---- [2020-11-13 19:19:12,704][root][INFO] - mean box_loss: 0.182250 [2020-11-13 19:19:12,704][root][INFO] - mean center_loss: 0.037409 [2020-11-13 19:19:12,704][root][INFO] - mean heading_cls_loss: 0.683622 [2020-11-13 19:19:12,704][root][INFO] - mean heading_reg_loss: 0.042703 [2020-11-13 19:19:12,704][root][INFO] - mean loss: 4.261485 [2020-11-13 19:19:12,704][root][INFO] - mean neg_ratio: 0.721106 [2020-11-13 19:19:12,704][root][INFO] - mean obj_acc: 0.949989 [2020-11-13 19:19:12,704][root][INFO] - mean objectness_loss: 0.043029 [2020-11-13 19:19:12,704][root][INFO] - mean pos_ratio: 0.150970 [2020-11-13 19:19:12,704][root][INFO] - mean sem_cls_loss: 0.155703 [2020-11-13 19:19:12,704][root][INFO] - mean size_cls_loss: 0.155898 [2020-11-13 19:19:12,704][root][INFO] - mean size_reg_loss: 0.018186 [2020-11-13 19:19:12,704][root][INFO] - mean vote_loss: 0.206814 [2020-11-13 19:20:04,283][root][INFO] - ---- batch: 060 ---- [2020-11-13 19:20:04,289][root][INFO] - mean box_loss: 0.183534 [2020-11-13 19:20:04,289][root][INFO] - mean center_loss: 0.035807 [2020-11-13 19:20:04,289][root][INFO] - mean heading_cls_loss: 0.636190 [2020-11-13 19:20:04,289][root][INFO] - mean heading_reg_loss: 0.043622 [2020-11-13 19:20:04,289][root][INFO] - mean loss: 4.418146 [2020-11-13 19:20:04,290][root][INFO] - mean neg_ratio: 0.736426 [2020-11-13 19:20:04,290][root][INFO] - mean obj_acc: 0.945915 [2020-11-13 19:20:04,290][root][INFO] - mean objectness_loss: 0.045399 [2020-11-13 19:20:04,290][root][INFO] - mean pos_ratio: 0.141260 [2020-11-13 19:20:04,290][root][INFO] - mean sem_cls_loss: 0.207587 [2020-11-13 19:20:04,290][root][INFO] - mean size_cls_loss: 0.208092 [2020-11-13 19:20:04,290][root][INFO] - mean size_reg_loss: 0.019677 [2020-11-13 19:20:04,290][root][INFO] - mean vote_loss: 0.214822 [2020-11-13 19:20:53,645][root][INFO] - ---- batch: 070 ---- [2020-11-13 19:20:53,654][root][INFO] - mean box_loss: 0.188284 [2020-11-13 19:20:53,654][root][INFO] - mean center_loss: 0.031937 [2020-11-13 19:20:53,655][root][INFO] - mean heading_cls_loss: 0.708569 [2020-11-13 19:20:53,655][root][INFO] - mean heading_reg_loss: 0.043780 [2020-11-13 19:20:53,655][root][INFO] - mean loss: 4.500987 [2020-11-13 19:20:53,655][root][INFO] - mean neg_ratio: 0.725659 [2020-11-13 19:20:53,655][root][INFO] - mean obj_acc: 0.946062 [2020-11-13 19:20:53,655][root][INFO] - mean objectness_loss: 0.046835 [2020-11-13 19:20:53,655][root][INFO] - mean pos_ratio: 0.143872 [2020-11-13 19:20:53,655][root][INFO] - mean sem_cls_loss: 0.195172 [2020-11-13 19:20:53,655][root][INFO] - mean size_cls_loss: 0.195685 [2020-11-13 19:20:53,655][root][INFO] - mean size_reg_loss: 0.022142 [2020-11-13 19:20:53,655][root][INFO] - mean vote_loss: 0.218880 [2020-11-13 19:21:43,441][root][INFO] - ---- batch: 080 ---- [2020-11-13 19:21:43,451][root][INFO] - mean box_loss: 0.196917 [2020-11-13 19:21:43,453][root][INFO] - mean center_loss: 0.035325 [2020-11-13 19:21:43,453][root][INFO] - mean heading_cls_loss: 0.690495 [2020-11-13 19:21:43,453][root][INFO] - mean heading_reg_loss: 0.049911 [2020-11-13 19:21:43,453][root][INFO] - mean loss: 4.648264 [2020-11-13 19:21:43,453][root][INFO] - mean neg_ratio: 0.738354 [2020-11-13 19:21:43,453][root][INFO] - mean obj_acc: 0.943320 [2020-11-13 19:21:43,453][root][INFO] - mean objectness_loss: 0.048128 [2020-11-13 19:21:43,454][root][INFO] - mean pos_ratio: 0.140778 [2020-11-13 19:21:43,454][root][INFO] - mean sem_cls_loss: 0.198929 [2020-11-13 19:21:43,454][root][INFO] - mean size_cls_loss: 0.199379 [2020-11-13 19:21:43,454][root][INFO] - mean size_reg_loss: 0.022694 [2020-11-13 19:21:43,454][root][INFO] - mean vote_loss: 0.223952 [2020-11-13 19:21:56,599][root][INFO] - **** EPOCH 101 **** [2020-11-13 19:21:56,601][root][INFO] - Current learning rate: 0.000100 [2020-11-13 19:21:56,601][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 19:21:56,601][root][INFO] - 2020-11-13 19:21:56.601645 [2020-11-13 19:22:52,077][root][INFO] - ---- batch: 010 ---- [2020-11-13 19:22:52,082][root][INFO] - mean box_loss: 0.202146 [2020-11-13 19:22:52,083][root][INFO] - mean center_loss: 0.033714 [2020-11-13 19:22:52,083][root][INFO] - mean heading_cls_loss: 0.732645 [2020-11-13 19:22:52,083][root][INFO] - mean heading_reg_loss: 0.047272 [2020-11-13 19:22:52,083][root][INFO] - mean loss: 4.514935 [2020-11-13 19:22:52,083][root][INFO] - mean neg_ratio: 0.723175 [2020-11-13 19:22:52,083][root][INFO] - mean obj_acc: 0.951388 [2020-11-13 19:22:52,083][root][INFO] - mean objectness_loss: 0.042539 [2020-11-13 19:22:52,083][root][INFO] - mean pos_ratio: 0.149591 [2020-11-13 19:22:52,083][root][INFO] - mean sem_cls_loss: 0.203312 [2020-11-13 19:22:52,083][root][INFO] - mean size_cls_loss: 0.203875 [2020-11-13 19:22:52,083][root][INFO] - mean size_reg_loss: 0.027509 [2020-11-13 19:22:52,083][root][INFO] - mean vote_loss: 0.207746 [2020-11-13 19:23:42,441][root][INFO] - ---- batch: 020 ---- [2020-11-13 19:23:42,445][root][INFO] - mean box_loss: 0.194803 [2020-11-13 19:23:42,445][root][INFO] - mean center_loss: 0.041109 [2020-11-13 19:23:42,445][root][INFO] - mean heading_cls_loss: 0.687479 [2020-11-13 19:23:42,445][root][INFO] - mean heading_reg_loss: 0.043027 [2020-11-13 19:23:42,445][root][INFO] - mean loss: 4.585055 [2020-11-13 19:23:42,445][root][INFO] - mean neg_ratio: 0.737378 [2020-11-13 19:23:42,445][root][INFO] - mean obj_acc: 0.945088 [2020-11-13 19:23:42,446][root][INFO] - mean objectness_loss: 0.043274 [2020-11-13 19:23:42,446][root][INFO] - mean pos_ratio: 0.141095 [2020-11-13 19:23:42,446][root][INFO] - mean sem_cls_loss: 0.203353 [2020-11-13 19:23:42,446][root][INFO] - mean size_cls_loss: 0.203406 [2020-11-13 19:23:42,446][root][INFO] - mean size_reg_loss: 0.021578 [2020-11-13 19:23:42,446][root][INFO] - mean vote_loss: 0.221730 [2020-11-13 19:24:33,340][root][INFO] - ---- batch: 030 ---- [2020-11-13 19:24:33,344][root][INFO] - mean box_loss: 0.174995 [2020-11-13 19:24:33,345][root][INFO] - mean center_loss: 0.033316 [2020-11-13 19:24:33,345][root][INFO] - mean heading_cls_loss: 0.679474 [2020-11-13 19:24:33,345][root][INFO] - mean heading_reg_loss: 0.036787 [2020-11-13 19:24:33,345][root][INFO] - mean loss: 4.326506 [2020-11-13 19:24:33,345][root][INFO] - mean neg_ratio: 0.728790 [2020-11-13 19:24:33,345][root][INFO] - mean obj_acc: 0.949811 [2020-11-13 19:24:33,345][root][INFO] - mean objectness_loss: 0.043567 [2020-11-13 19:24:33,345][root][INFO] - mean pos_ratio: 0.149792 [2020-11-13 19:24:33,345][root][INFO] - mean sem_cls_loss: 0.169475 [2020-11-13 19:24:33,345][root][INFO] - mean size_cls_loss: 0.169773 [2020-11-13 19:24:33,345][root][INFO] - mean size_reg_loss: 0.019967 [2020-11-13 19:24:33,345][root][INFO] - mean vote_loss: 0.218924 [2020-11-13 19:25:23,566][root][INFO] - ---- batch: 040 ---- [2020-11-13 19:25:23,572][root][INFO] - mean box_loss: 0.193275 [2020-11-13 19:25:23,572][root][INFO] - mean center_loss: 0.038370 [2020-11-13 19:25:23,572][root][INFO] - mean heading_cls_loss: 0.642866 [2020-11-13 19:25:23,572][root][INFO] - mean heading_reg_loss: 0.048883 [2020-11-13 19:25:23,572][root][INFO] - mean loss: 4.615999 [2020-11-13 19:25:23,572][root][INFO] - mean neg_ratio: 0.722369 [2020-11-13 19:25:23,572][root][INFO] - mean obj_acc: 0.947064 [2020-11-13 19:25:23,572][root][INFO] - mean objectness_loss: 0.046482 [2020-11-13 19:25:23,572][root][INFO] - mean pos_ratio: 0.147589 [2020-11-13 19:25:23,572][root][INFO] - mean sem_cls_loss: 0.201649 [2020-11-13 19:25:23,572][root][INFO] - mean size_cls_loss: 0.201103 [2020-11-13 19:25:23,572][root][INFO] - mean size_reg_loss: 0.021625 [2020-11-13 19:25:23,572][root][INFO] - mean vote_loss: 0.224919 [2020-11-13 19:26:14,918][root][INFO] - ---- batch: 050 ---- [2020-11-13 19:26:14,923][root][INFO] - mean box_loss: 0.178043 [2020-11-13 19:26:14,923][root][INFO] - mean center_loss: 0.034981 [2020-11-13 19:26:14,923][root][INFO] - mean heading_cls_loss: 0.631224 [2020-11-13 19:26:14,923][root][INFO] - mean heading_reg_loss: 0.039159 [2020-11-13 19:26:14,923][root][INFO] - mean loss: 4.529976 [2020-11-13 19:26:14,923][root][INFO] - mean neg_ratio: 0.730457 [2020-11-13 19:26:14,924][root][INFO] - mean obj_acc: 0.949891 [2020-11-13 19:26:14,924][root][INFO] - mean objectness_loss: 0.043071 [2020-11-13 19:26:14,924][root][INFO] - mean pos_ratio: 0.148065 [2020-11-13 19:26:14,924][root][INFO] - mean sem_cls_loss: 0.200999 [2020-11-13 19:26:14,924][root][INFO] - mean size_cls_loss: 0.201566 [2020-11-13 19:26:14,924][root][INFO] - mean size_reg_loss: 0.020624 [2020-11-13 19:26:14,924][root][INFO] - mean vote_loss: 0.233319 [2020-11-13 19:27:05,175][root][INFO] - ---- batch: 060 ---- [2020-11-13 19:27:05,387][root][INFO] - mean box_loss: 0.180699 [2020-11-13 19:27:05,387][root][INFO] - mean center_loss: 0.031871 [2020-11-13 19:27:05,388][root][INFO] - mean heading_cls_loss: 0.609998 [2020-11-13 19:27:05,388][root][INFO] - mean heading_reg_loss: 0.046600 [2020-11-13 19:27:05,388][root][INFO] - mean loss: 4.319383 [2020-11-13 19:27:05,388][root][INFO] - mean neg_ratio: 0.723181 [2020-11-13 19:27:05,388][root][INFO] - mean obj_acc: 0.944313 [2020-11-13 19:27:05,388][root][INFO] - mean objectness_loss: 0.048565 [2020-11-13 19:27:05,388][root][INFO] - mean pos_ratio: 0.147089 [2020-11-13 19:27:05,388][root][INFO] - mean sem_cls_loss: 0.200308 [2020-11-13 19:27:05,388][root][INFO] - mean size_cls_loss: 0.200653 [2020-11-13 19:27:05,388][root][INFO] - mean size_reg_loss: 0.021163 [2020-11-13 19:27:05,389][root][INFO] - mean vote_loss: 0.206927 [2020-11-13 19:27:56,573][root][INFO] - ---- batch: 070 ---- [2020-11-13 19:27:56,580][root][INFO] - mean box_loss: 0.203388 [2020-11-13 19:27:56,580][root][INFO] - mean center_loss: 0.042873 [2020-11-13 19:27:56,580][root][INFO] - mean heading_cls_loss: 0.709299 [2020-11-13 19:27:56,580][root][INFO] - mean heading_reg_loss: 0.043991 [2020-11-13 19:27:56,581][root][INFO] - mean loss: 4.561390 [2020-11-13 19:27:56,581][root][INFO] - mean neg_ratio: 0.733844 [2020-11-13 19:27:56,581][root][INFO] - mean obj_acc: 0.942357 [2020-11-13 19:27:56,581][root][INFO] - mean objectness_loss: 0.048440 [2020-11-13 19:27:56,581][root][INFO] - mean pos_ratio: 0.141071 [2020-11-13 19:27:56,581][root][INFO] - mean sem_cls_loss: 0.227661 [2020-11-13 19:27:56,581][root][INFO] - mean size_cls_loss: 0.227066 [2020-11-13 19:27:56,581][root][INFO] - mean size_reg_loss: 0.022887 [2020-11-13 19:27:56,581][root][INFO] - mean vote_loss: 0.205765 [2020-11-13 19:28:46,278][root][INFO] - ---- batch: 080 ---- [2020-11-13 19:28:46,285][root][INFO] - mean box_loss: 0.195805 [2020-11-13 19:28:46,285][root][INFO] - mean center_loss: 0.035472 [2020-11-13 19:28:46,285][root][INFO] - mean heading_cls_loss: 0.773116 [2020-11-13 19:28:46,285][root][INFO] - mean heading_reg_loss: 0.044418 [2020-11-13 19:28:46,286][root][INFO] - mean loss: 4.659322 [2020-11-13 19:28:46,286][root][INFO] - mean neg_ratio: 0.708014 [2020-11-13 19:28:46,286][root][INFO] - mean obj_acc: 0.946727 [2020-11-13 19:28:46,286][root][INFO] - mean objectness_loss: 0.050179 [2020-11-13 19:28:46,286][root][INFO] - mean pos_ratio: 0.153552 [2020-11-13 19:28:46,286][root][INFO] - mean sem_cls_loss: 0.181473 [2020-11-13 19:28:46,286][root][INFO] - mean size_cls_loss: 0.181387 [2020-11-13 19:28:46,286][root][INFO] - mean size_reg_loss: 0.020465 [2020-11-13 19:28:46,286][root][INFO] - mean vote_loss: 0.226891 [2020-11-13 19:29:00,068][root][INFO] - **** EPOCH 102 **** [2020-11-13 19:29:00,070][root][INFO] - Current learning rate: 0.000100 [2020-11-13 19:29:00,070][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 19:29:00,071][root][INFO] - 2020-11-13 19:29:00.071024 [2020-11-13 19:29:56,872][root][INFO] - ---- batch: 010 ---- [2020-11-13 19:29:56,877][root][INFO] - mean box_loss: 0.186461 [2020-11-13 19:29:56,877][root][INFO] - mean center_loss: 0.032379 [2020-11-13 19:29:56,877][root][INFO] - mean heading_cls_loss: 0.712906 [2020-11-13 19:29:56,877][root][INFO] - mean heading_reg_loss: 0.041872 [2020-11-13 19:29:56,877][root][INFO] - mean loss: 4.356298 [2020-11-13 19:29:56,877][root][INFO] - mean neg_ratio: 0.736157 [2020-11-13 19:29:56,878][root][INFO] - mean obj_acc: 0.942018 [2020-11-13 19:29:56,878][root][INFO] - mean objectness_loss: 0.046436 [2020-11-13 19:29:56,878][root][INFO] - mean pos_ratio: 0.140460 [2020-11-13 19:29:56,878][root][INFO] - mean sem_cls_loss: 0.201557 [2020-11-13 19:29:56,878][root][INFO] - mean size_cls_loss: 0.201994 [2020-11-13 19:29:56,878][root][INFO] - mean size_reg_loss: 0.020721 [2020-11-13 19:29:56,878][root][INFO] - mean vote_loss: 0.205795 [2020-11-13 19:30:48,121][root][INFO] - ---- batch: 020 ---- [2020-11-13 19:30:48,126][root][INFO] - mean box_loss: 0.193487 [2020-11-13 19:30:48,126][root][INFO] - mean center_loss: 0.042067 [2020-11-13 19:30:48,126][root][INFO] - mean heading_cls_loss: 0.662859 [2020-11-13 19:30:48,126][root][INFO] - mean heading_reg_loss: 0.042596 [2020-11-13 19:30:48,126][root][INFO] - mean loss: 4.696981 [2020-11-13 19:30:48,126][root][INFO] - mean neg_ratio: 0.735229 [2020-11-13 19:30:48,126][root][INFO] - mean obj_acc: 0.942652 [2020-11-13 19:30:48,126][root][INFO] - mean objectness_loss: 0.048738 [2020-11-13 19:30:48,127][root][INFO] - mean pos_ratio: 0.139581 [2020-11-13 19:30:48,127][root][INFO] - mean sem_cls_loss: 0.222712 [2020-11-13 19:30:48,127][root][INFO] - mean size_cls_loss: 0.222432 [2020-11-13 19:30:48,127][root][INFO] - mean size_reg_loss: 0.020294 [2020-11-13 19:30:48,127][root][INFO] - mean vote_loss: 0.229571 [2020-11-13 19:31:38,609][root][INFO] - ---- batch: 030 ---- [2020-11-13 19:31:38,613][root][INFO] - mean box_loss: 0.182065 [2020-11-13 19:31:38,613][root][INFO] - mean center_loss: 0.033569 [2020-11-13 19:31:38,613][root][INFO] - mean heading_cls_loss: 0.648833 [2020-11-13 19:31:38,614][root][INFO] - mean heading_reg_loss: 0.041559 [2020-11-13 19:31:38,614][root][INFO] - mean loss: 4.343451 [2020-11-13 19:31:38,614][root][INFO] - mean neg_ratio: 0.721436 [2020-11-13 19:31:38,614][root][INFO] - mean obj_acc: 0.950353 [2020-11-13 19:31:38,614][root][INFO] - mean objectness_loss: 0.042681 [2020-11-13 19:31:38,614][root][INFO] - mean pos_ratio: 0.150848 [2020-11-13 19:31:38,614][root][INFO] - mean sem_cls_loss: 0.175117 [2020-11-13 19:31:38,614][root][INFO] - mean size_cls_loss: 0.175592 [2020-11-13 19:31:38,614][root][INFO] - mean size_reg_loss: 0.024495 [2020-11-13 19:31:38,614][root][INFO] - mean vote_loss: 0.213428 [2020-11-13 19:32:28,724][root][INFO] - ---- batch: 040 ---- [2020-11-13 19:32:28,729][root][INFO] - mean box_loss: 0.183137 [2020-11-13 19:32:28,730][root][INFO] - mean center_loss: 0.033197 [2020-11-13 19:32:28,732][root][INFO] - mean heading_cls_loss: 0.686853 [2020-11-13 19:32:28,732][root][INFO] - mean heading_reg_loss: 0.043616 [2020-11-13 19:32:28,732][root][INFO] - mean loss: 4.436425 [2020-11-13 19:32:28,732][root][INFO] - mean neg_ratio: 0.715057 [2020-11-13 19:32:28,732][root][INFO] - mean obj_acc: 0.952803 [2020-11-13 19:32:28,732][root][INFO] - mean objectness_loss: 0.044311 [2020-11-13 19:32:28,732][root][INFO] - mean pos_ratio: 0.154913 [2020-11-13 19:32:28,732][root][INFO] - mean sem_cls_loss: 0.186523 [2020-11-13 19:32:28,732][root][INFO] - mean size_cls_loss: 0.186314 [2020-11-13 19:32:28,732][root][INFO] - mean size_reg_loss: 0.019007 [2020-11-13 19:32:28,732][root][INFO] - mean vote_loss: 0.219698 [2020-11-13 19:33:19,016][root][INFO] - ---- batch: 050 ---- [2020-11-13 19:33:19,022][root][INFO] - mean box_loss: 0.181700 [2020-11-13 19:33:19,022][root][INFO] - mean center_loss: 0.030022 [2020-11-13 19:33:19,022][root][INFO] - mean heading_cls_loss: 0.709490 [2020-11-13 19:33:19,023][root][INFO] - mean heading_reg_loss: 0.040482 [2020-11-13 19:33:19,023][root][INFO] - mean loss: 4.340083 [2020-11-13 19:33:19,023][root][INFO] - mean neg_ratio: 0.724567 [2020-11-13 19:33:19,023][root][INFO] - mean obj_acc: 0.945116 [2020-11-13 19:33:19,023][root][INFO] - mean objectness_loss: 0.046201 [2020-11-13 19:33:19,023][root][INFO] - mean pos_ratio: 0.146082 [2020-11-13 19:33:19,023][root][INFO] - mean sem_cls_loss: 0.182591 [2020-11-13 19:33:19,023][root][INFO] - mean size_cls_loss: 0.182694 [2020-11-13 19:33:19,023][root][INFO] - mean size_reg_loss: 0.021977 [2020-11-13 19:33:19,023][root][INFO] - mean vote_loss: 0.210948 [2020-11-13 19:34:10,394][root][INFO] - ---- batch: 060 ---- [2020-11-13 19:34:10,399][root][INFO] - mean box_loss: 0.194095 [2020-11-13 19:34:10,400][root][INFO] - mean center_loss: 0.035381 [2020-11-13 19:34:10,400][root][INFO] - mean heading_cls_loss: 0.697099 [2020-11-13 19:34:10,400][root][INFO] - mean heading_reg_loss: 0.045011 [2020-11-13 19:34:10,400][root][INFO] - mean loss: 4.554296 [2020-11-13 19:34:10,400][root][INFO] - mean neg_ratio: 0.725647 [2020-11-13 19:34:10,400][root][INFO] - mean obj_acc: 0.952526 [2020-11-13 19:34:10,400][root][INFO] - mean objectness_loss: 0.042119 [2020-11-13 19:34:10,400][root][INFO] - mean pos_ratio: 0.146106 [2020-11-13 19:34:10,400][root][INFO] - mean sem_cls_loss: 0.208969 [2020-11-13 19:34:10,401][root][INFO] - mean size_cls_loss: 0.208910 [2020-11-13 19:34:10,401][root][INFO] - mean size_reg_loss: 0.023103 [2020-11-13 19:34:10,401][root][INFO] - mean vote_loss: 0.219378 [2020-11-13 19:35:00,106][root][INFO] - ---- batch: 070 ---- [2020-11-13 19:35:00,111][root][INFO] - mean box_loss: 0.196482 [2020-11-13 19:35:00,111][root][INFO] - mean center_loss: 0.039535 [2020-11-13 19:35:00,112][root][INFO] - mean heading_cls_loss: 0.709622 [2020-11-13 19:35:00,112][root][INFO] - mean heading_reg_loss: 0.041240 [2020-11-13 19:35:00,112][root][INFO] - mean loss: 4.412284 [2020-11-13 19:35:00,112][root][INFO] - mean neg_ratio: 0.725195 [2020-11-13 19:35:00,112][root][INFO] - mean obj_acc: 0.945187 [2020-11-13 19:35:00,112][root][INFO] - mean objectness_loss: 0.045963 [2020-11-13 19:35:00,112][root][INFO] - mean pos_ratio: 0.150903 [2020-11-13 19:35:00,112][root][INFO] - mean sem_cls_loss: 0.200437 [2020-11-13 19:35:00,112][root][INFO] - mean size_cls_loss: 0.200337 [2020-11-13 19:35:00,112][root][INFO] - mean size_reg_loss: 0.024712 [2020-11-13 19:35:00,113][root][INFO] - mean vote_loss: 0.201721 [2020-11-13 19:35:49,645][root][INFO] - ---- batch: 080 ---- [2020-11-13 19:35:49,652][root][INFO] - mean box_loss: 0.183239 [2020-11-13 19:35:49,652][root][INFO] - mean center_loss: 0.033815 [2020-11-13 19:35:49,652][root][INFO] - mean heading_cls_loss: 0.664737 [2020-11-13 19:35:49,652][root][INFO] - mean heading_reg_loss: 0.044339 [2020-11-13 19:35:49,653][root][INFO] - mean loss: 4.431961 [2020-11-13 19:35:49,653][root][INFO] - mean neg_ratio: 0.747064 [2020-11-13 19:35:49,653][root][INFO] - mean obj_acc: 0.941952 [2020-11-13 19:35:49,653][root][INFO] - mean objectness_loss: 0.043420 [2020-11-13 19:35:49,653][root][INFO] - mean pos_ratio: 0.136389 [2020-11-13 19:35:49,653][root][INFO] - mean sem_cls_loss: 0.178802 [2020-11-13 19:35:49,653][root][INFO] - mean size_cls_loss: 0.178438 [2020-11-13 19:35:49,653][root][INFO] - mean size_reg_loss: 0.020767 [2020-11-13 19:35:49,653][root][INFO] - mean vote_loss: 0.220367 [2020-11-13 19:36:03,143][root][INFO] - **** EPOCH 103 **** [2020-11-13 19:36:03,145][root][INFO] - Current learning rate: 0.000100 [2020-11-13 19:36:03,145][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 19:36:03,145][root][INFO] - 2020-11-13 19:36:03.145311 [2020-11-13 19:36:59,373][root][INFO] - ---- batch: 010 ---- [2020-11-13 19:36:59,379][root][INFO] - mean box_loss: 0.192477 [2020-11-13 19:36:59,379][root][INFO] - mean center_loss: 0.033076 [2020-11-13 19:36:59,379][root][INFO] - mean heading_cls_loss: 0.685063 [2020-11-13 19:36:59,379][root][INFO] - mean heading_reg_loss: 0.046910 [2020-11-13 19:36:59,379][root][INFO] - mean loss: 4.633360 [2020-11-13 19:36:59,379][root][INFO] - mean neg_ratio: 0.749615 [2020-11-13 19:36:59,379][root][INFO] - mean obj_acc: 0.935721 [2020-11-13 19:36:59,379][root][INFO] - mean objectness_loss: 0.048287 [2020-11-13 19:36:59,379][root][INFO] - mean pos_ratio: 0.131726 [2020-11-13 19:36:59,379][root][INFO] - mean sem_cls_loss: 0.226186 [2020-11-13 19:36:59,379][root][INFO] - mean size_cls_loss: 0.225947 [2020-11-13 19:36:59,379][root][INFO] - mean size_reg_loss: 0.021390 [2020-11-13 19:36:59,379][root][INFO] - mean vote_loss: 0.224097 [2020-11-13 19:37:50,792][root][INFO] - ---- batch: 020 ---- [2020-11-13 19:37:50,796][root][INFO] - mean box_loss: 0.191259 [2020-11-13 19:37:50,797][root][INFO] - mean center_loss: 0.034489 [2020-11-13 19:37:50,797][root][INFO] - mean heading_cls_loss: 0.659687 [2020-11-13 19:37:50,797][root][INFO] - mean heading_reg_loss: 0.049618 [2020-11-13 19:37:50,797][root][INFO] - mean loss: 4.454788 [2020-11-13 19:37:50,797][root][INFO] - mean neg_ratio: 0.721619 [2020-11-13 19:37:50,797][root][INFO] - mean obj_acc: 0.948012 [2020-11-13 19:37:50,797][root][INFO] - mean objectness_loss: 0.044814 [2020-11-13 19:37:50,797][root][INFO] - mean pos_ratio: 0.145197 [2020-11-13 19:37:50,797][root][INFO] - mean sem_cls_loss: 0.213817 [2020-11-13 19:37:50,797][root][INFO] - mean size_cls_loss: 0.214697 [2020-11-13 19:37:50,797][root][INFO] - mean size_reg_loss: 0.019713 [2020-11-13 19:37:50,797][root][INFO] - mean vote_loss: 0.210432 [2020-11-13 19:38:42,156][root][INFO] - ---- batch: 030 ---- [2020-11-13 19:38:42,160][root][INFO] - mean box_loss: 0.193841 [2020-11-13 19:38:42,161][root][INFO] - mean center_loss: 0.037479 [2020-11-13 19:38:42,161][root][INFO] - mean heading_cls_loss: 0.692881 [2020-11-13 19:38:42,161][root][INFO] - mean heading_reg_loss: 0.043614 [2020-11-13 19:38:42,161][root][INFO] - mean loss: 4.483613 [2020-11-13 19:38:42,161][root][INFO] - mean neg_ratio: 0.728345 [2020-11-13 19:38:42,161][root][INFO] - mean obj_acc: 0.951981 [2020-11-13 19:38:42,161][root][INFO] - mean objectness_loss: 0.042251 [2020-11-13 19:38:42,161][root][INFO] - mean pos_ratio: 0.142096 [2020-11-13 19:38:42,161][root][INFO] - mean sem_cls_loss: 0.198491 [2020-11-13 19:38:42,161][root][INFO] - mean size_cls_loss: 0.198874 [2020-11-13 19:38:42,161][root][INFO] - mean size_reg_loss: 0.023573 [2020-11-13 19:38:42,161][root][INFO] - mean vote_loss: 0.213546 [2020-11-13 19:39:30,959][root][INFO] - ---- batch: 040 ---- [2020-11-13 19:39:30,968][root][INFO] - mean box_loss: 0.185696 [2020-11-13 19:39:30,968][root][INFO] - mean center_loss: 0.033406 [2020-11-13 19:39:30,968][root][INFO] - mean heading_cls_loss: 0.698265 [2020-11-13 19:39:30,968][root][INFO] - mean heading_reg_loss: 0.039637 [2020-11-13 19:39:30,968][root][INFO] - mean loss: 4.522495 [2020-11-13 19:39:30,968][root][INFO] - mean neg_ratio: 0.715912 [2020-11-13 19:39:30,968][root][INFO] - mean obj_acc: 0.950662 [2020-11-13 19:39:30,968][root][INFO] - mean objectness_loss: 0.045705 [2020-11-13 19:39:30,968][root][INFO] - mean pos_ratio: 0.153333 [2020-11-13 19:39:30,968][root][INFO] - mean sem_cls_loss: 0.206178 [2020-11-13 19:39:30,968][root][INFO] - mean size_cls_loss: 0.205938 [2020-11-13 19:39:30,968][root][INFO] - mean size_reg_loss: 0.022233 [2020-11-13 19:39:30,969][root][INFO] - mean vote_loss: 0.223083 [2020-11-13 19:40:22,578][root][INFO] - ---- batch: 050 ---- [2020-11-13 19:40:22,584][root][INFO] - mean box_loss: 0.199944 [2020-11-13 19:40:22,585][root][INFO] - mean center_loss: 0.036786 [2020-11-13 19:40:22,585][root][INFO] - mean heading_cls_loss: 0.738307 [2020-11-13 19:40:22,585][root][INFO] - mean heading_reg_loss: 0.046963 [2020-11-13 19:40:22,585][root][INFO] - mean loss: 4.546853 [2020-11-13 19:40:22,585][root][INFO] - mean neg_ratio: 0.729370 [2020-11-13 19:40:22,585][root][INFO] - mean obj_acc: 0.946847 [2020-11-13 19:40:22,585][root][INFO] - mean objectness_loss: 0.045485 [2020-11-13 19:40:22,585][root][INFO] - mean pos_ratio: 0.144470 [2020-11-13 19:40:22,585][root][INFO] - mean sem_cls_loss: 0.201358 [2020-11-13 19:40:22,585][root][INFO] - mean size_cls_loss: 0.201376 [2020-11-13 19:40:22,585][root][INFO] - mean size_reg_loss: 0.022227 [2020-11-13 19:40:22,585][root][INFO] - mean vote_loss: 0.211863 [2020-11-13 19:41:13,421][root][INFO] - ---- batch: 060 ---- [2020-11-13 19:41:13,428][root][INFO] - mean box_loss: 0.184873 [2020-11-13 19:41:13,428][root][INFO] - mean center_loss: 0.034285 [2020-11-13 19:41:13,428][root][INFO] - mean heading_cls_loss: 0.673954 [2020-11-13 19:41:13,428][root][INFO] - mean heading_reg_loss: 0.043291 [2020-11-13 19:41:13,429][root][INFO] - mean loss: 4.311221 [2020-11-13 19:41:13,429][root][INFO] - mean neg_ratio: 0.726489 [2020-11-13 19:41:13,429][root][INFO] - mean obj_acc: 0.945936 [2020-11-13 19:41:13,429][root][INFO] - mean objectness_loss: 0.047071 [2020-11-13 19:41:13,429][root][INFO] - mean pos_ratio: 0.147363 [2020-11-13 19:41:13,429][root][INFO] - mean sem_cls_loss: 0.177736 [2020-11-13 19:41:13,429][root][INFO] - mean size_cls_loss: 0.177699 [2020-11-13 19:41:13,429][root][INFO] - mean size_reg_loss: 0.022132 [2020-11-13 19:41:13,429][root][INFO] - mean vote_loss: 0.204940 [2020-11-13 19:42:03,079][root][INFO] - ---- batch: 070 ---- [2020-11-13 19:42:03,086][root][INFO] - mean box_loss: 0.193126 [2020-11-13 19:42:03,086][root][INFO] - mean center_loss: 0.033299 [2020-11-13 19:42:03,086][root][INFO] - mean heading_cls_loss: 0.723840 [2020-11-13 19:42:03,086][root][INFO] - mean heading_reg_loss: 0.047318 [2020-11-13 19:42:03,086][root][INFO] - mean loss: 4.702290 [2020-11-13 19:42:03,086][root][INFO] - mean neg_ratio: 0.717694 [2020-11-13 19:42:03,087][root][INFO] - mean obj_acc: 0.945165 [2020-11-13 19:42:03,087][root][INFO] - mean objectness_loss: 0.050488 [2020-11-13 19:42:03,087][root][INFO] - mean pos_ratio: 0.155023 [2020-11-13 19:42:03,087][root][INFO] - mean sem_cls_loss: 0.189808 [2020-11-13 19:42:03,087][root][INFO] - mean size_cls_loss: 0.189721 [2020-11-13 19:42:03,087][root][INFO] - mean size_reg_loss: 0.021152 [2020-11-13 19:42:03,087][root][INFO] - mean vote_loss: 0.232878 [2020-11-13 19:42:53,257][root][INFO] - ---- batch: 080 ---- [2020-11-13 19:42:53,264][root][INFO] - mean box_loss: 0.179015 [2020-11-13 19:42:53,264][root][INFO] - mean center_loss: 0.033488 [2020-11-13 19:42:53,264][root][INFO] - mean heading_cls_loss: 0.658264 [2020-11-13 19:42:53,264][root][INFO] - mean heading_reg_loss: 0.041168 [2020-11-13 19:42:53,264][root][INFO] - mean loss: 4.173148 [2020-11-13 19:42:53,264][root][INFO] - mean neg_ratio: 0.723315 [2020-11-13 19:42:53,265][root][INFO] - mean obj_acc: 0.950537 [2020-11-13 19:42:53,265][root][INFO] - mean objectness_loss: 0.039756 [2020-11-13 19:42:53,265][root][INFO] - mean pos_ratio: 0.144226 [2020-11-13 19:42:53,265][root][INFO] - mean sem_cls_loss: 0.159678 [2020-11-13 19:42:53,265][root][INFO] - mean size_cls_loss: 0.159109 [2020-11-13 19:42:53,265][root][INFO] - mean size_reg_loss: 0.022622 [2020-11-13 19:42:53,265][root][INFO] - mean vote_loss: 0.202454 [2020-11-13 19:43:07,228][root][INFO] - **** EPOCH 104 **** [2020-11-13 19:43:07,230][root][INFO] - Current learning rate: 0.000100 [2020-11-13 19:43:07,230][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 19:43:07,230][root][INFO] - 2020-11-13 19:43:07.230757 [2020-11-13 19:44:03,296][root][INFO] - ---- batch: 010 ---- [2020-11-13 19:44:03,302][root][INFO] - mean box_loss: 0.186458 [2020-11-13 19:44:03,302][root][INFO] - mean center_loss: 0.034553 [2020-11-13 19:44:03,302][root][INFO] - mean heading_cls_loss: 0.678769 [2020-11-13 19:44:03,302][root][INFO] - mean heading_reg_loss: 0.043398 [2020-11-13 19:44:03,302][root][INFO] - mean loss: 4.597727 [2020-11-13 19:44:03,302][root][INFO] - mean neg_ratio: 0.729419 [2020-11-13 19:44:03,302][root][INFO] - mean obj_acc: 0.946530 [2020-11-13 19:44:03,303][root][INFO] - mean objectness_loss: 0.045441 [2020-11-13 19:44:03,303][root][INFO] - mean pos_ratio: 0.142065 [2020-11-13 19:44:03,303][root][INFO] - mean sem_cls_loss: 0.201065 [2020-11-13 19:44:03,303][root][INFO] - mean size_cls_loss: 0.201469 [2020-11-13 19:44:03,303][root][INFO] - mean size_reg_loss: 0.020483 [2020-11-13 19:44:03,303][root][INFO] - mean vote_loss: 0.230488 [2020-11-13 19:44:53,643][root][INFO] - ---- batch: 020 ---- [2020-11-13 19:44:53,676][root][INFO] - mean box_loss: 0.180283 [2020-11-13 19:44:53,676][root][INFO] - mean center_loss: 0.032818 [2020-11-13 19:44:53,677][root][INFO] - mean heading_cls_loss: 0.653686 [2020-11-13 19:44:53,677][root][INFO] - mean heading_reg_loss: 0.041623 [2020-11-13 19:44:53,677][root][INFO] - mean loss: 4.444096 [2020-11-13 19:44:53,677][root][INFO] - mean neg_ratio: 0.716779 [2020-11-13 19:44:53,677][root][INFO] - mean obj_acc: 0.942598 [2020-11-13 19:44:53,677][root][INFO] - mean objectness_loss: 0.050308 [2020-11-13 19:44:53,677][root][INFO] - mean pos_ratio: 0.153473 [2020-11-13 19:44:53,677][root][INFO] - mean sem_cls_loss: 0.183356 [2020-11-13 19:44:53,677][root][INFO] - mean size_cls_loss: 0.182905 [2020-11-13 19:44:53,677][root][INFO] - mean size_reg_loss: 0.022182 [2020-11-13 19:44:53,677][root][INFO] - mean vote_loss: 0.220637 [2020-11-13 19:45:44,728][root][INFO] - ---- batch: 030 ---- [2020-11-13 19:45:44,734][root][INFO] - mean box_loss: 0.181528 [2020-11-13 19:45:44,734][root][INFO] - mean center_loss: 0.037269 [2020-11-13 19:45:44,734][root][INFO] - mean heading_cls_loss: 0.622457 [2020-11-13 19:45:44,734][root][INFO] - mean heading_reg_loss: 0.044927 [2020-11-13 19:45:44,734][root][INFO] - mean loss: 4.362887 [2020-11-13 19:45:44,734][root][INFO] - mean neg_ratio: 0.726550 [2020-11-13 19:45:44,734][root][INFO] - mean obj_acc: 0.945036 [2020-11-13 19:45:44,734][root][INFO] - mean objectness_loss: 0.047896 [2020-11-13 19:45:44,734][root][INFO] - mean pos_ratio: 0.149658 [2020-11-13 19:45:44,734][root][INFO] - mean sem_cls_loss: 0.160006 [2020-11-13 19:45:44,734][root][INFO] - mean size_cls_loss: 0.159715 [2020-11-13 19:45:44,735][root][INFO] - mean size_reg_loss: 0.021116 [2020-11-13 19:45:44,735][root][INFO] - mean vote_loss: 0.214812 [2020-11-13 19:46:35,712][root][INFO] - ---- batch: 040 ---- [2020-11-13 19:46:35,720][root][INFO] - mean box_loss: 0.177212 [2020-11-13 19:46:35,720][root][INFO] - mean center_loss: 0.030578 [2020-11-13 19:46:35,720][root][INFO] - mean heading_cls_loss: 0.632360 [2020-11-13 19:46:35,720][root][INFO] - mean heading_reg_loss: 0.043270 [2020-11-13 19:46:35,720][root][INFO] - mean loss: 4.265229 [2020-11-13 19:46:35,720][root][INFO] - mean neg_ratio: 0.730902 [2020-11-13 19:46:35,720][root][INFO] - mean obj_acc: 0.946286 [2020-11-13 19:46:35,720][root][INFO] - mean objectness_loss: 0.043509 [2020-11-13 19:46:35,720][root][INFO] - mean pos_ratio: 0.146509 [2020-11-13 19:46:35,720][root][INFO] - mean sem_cls_loss: 0.190780 [2020-11-13 19:46:35,720][root][INFO] - mean size_cls_loss: 0.190915 [2020-11-13 19:46:35,720][root][INFO] - mean size_reg_loss: 0.021036 [2020-11-13 19:46:35,720][root][INFO] - mean vote_loss: 0.208478 [2020-11-13 19:47:26,967][root][INFO] - ---- batch: 050 ---- [2020-11-13 19:47:26,980][root][INFO] - mean box_loss: 0.189945 [2020-11-13 19:47:26,981][root][INFO] - mean center_loss: 0.037993 [2020-11-13 19:47:26,981][root][INFO] - mean heading_cls_loss: 0.715109 [2020-11-13 19:47:26,981][root][INFO] - mean heading_reg_loss: 0.042438 [2020-11-13 19:47:26,981][root][INFO] - mean loss: 4.472717 [2020-11-13 19:47:26,981][root][INFO] - mean neg_ratio: 0.722229 [2020-11-13 19:47:26,981][root][INFO] - mean obj_acc: 0.948264 [2020-11-13 19:47:26,981][root][INFO] - mean objectness_loss: 0.046389 [2020-11-13 19:47:26,981][root][INFO] - mean pos_ratio: 0.148480 [2020-11-13 19:47:26,981][root][INFO] - mean sem_cls_loss: 0.181379 [2020-11-13 19:47:26,981][root][INFO] - mean size_cls_loss: 0.180849 [2020-11-13 19:47:26,981][root][INFO] - mean size_reg_loss: 0.019918 [2020-11-13 19:47:26,981][root][INFO] - mean vote_loss: 0.215994 [2020-11-13 19:48:17,972][root][INFO] - ---- batch: 060 ---- [2020-11-13 19:48:17,978][root][INFO] - mean box_loss: 0.193867 [2020-11-13 19:48:17,979][root][INFO] - mean center_loss: 0.032241 [2020-11-13 19:48:17,979][root][INFO] - mean heading_cls_loss: 0.771803 [2020-11-13 19:48:17,980][root][INFO] - mean heading_reg_loss: 0.042622 [2020-11-13 19:48:17,980][root][INFO] - mean loss: 4.544943 [2020-11-13 19:48:17,980][root][INFO] - mean neg_ratio: 0.729773 [2020-11-13 19:48:17,980][root][INFO] - mean obj_acc: 0.948421 [2020-11-13 19:48:17,980][root][INFO] - mean objectness_loss: 0.043577 [2020-11-13 19:48:17,981][root][INFO] - mean pos_ratio: 0.140912 [2020-11-13 19:48:17,981][root][INFO] - mean sem_cls_loss: 0.214920 [2020-11-13 19:48:17,981][root][INFO] - mean size_cls_loss: 0.214404 [2020-11-13 19:48:17,981][root][INFO] - mean size_reg_loss: 0.020383 [2020-11-13 19:48:17,981][root][INFO] - mean vote_loss: 0.217347 [2020-11-13 19:49:08,750][root][INFO] - ---- batch: 070 ---- [2020-11-13 19:49:08,760][root][INFO] - mean box_loss: 0.193331 [2020-11-13 19:49:08,760][root][INFO] - mean center_loss: 0.037709 [2020-11-13 19:49:08,761][root][INFO] - mean heading_cls_loss: 0.704983 [2020-11-13 19:49:08,761][root][INFO] - mean heading_reg_loss: 0.042510 [2020-11-13 19:49:08,761][root][INFO] - mean loss: 4.502665 [2020-11-13 19:49:08,761][root][INFO] - mean neg_ratio: 0.724945 [2020-11-13 19:49:08,761][root][INFO] - mean obj_acc: 0.947299 [2020-11-13 19:49:08,761][root][INFO] - mean objectness_loss: 0.044317 [2020-11-13 19:49:08,761][root][INFO] - mean pos_ratio: 0.150311 [2020-11-13 19:49:08,761][root][INFO] - mean sem_cls_loss: 0.205581 [2020-11-13 19:49:08,761][root][INFO] - mean size_cls_loss: 0.205532 [2020-11-13 19:49:08,761][root][INFO] - mean size_reg_loss: 0.022060 [2020-11-13 19:49:08,761][root][INFO] - mean vote_loss: 0.214219 [2020-11-13 19:49:57,445][root][INFO] - ---- batch: 080 ---- [2020-11-13 19:49:57,451][root][INFO] - mean box_loss: 0.205433 [2020-11-13 19:49:57,452][root][INFO] - mean center_loss: 0.038002 [2020-11-13 19:49:57,452][root][INFO] - mean heading_cls_loss: 0.733298 [2020-11-13 19:49:57,452][root][INFO] - mean heading_reg_loss: 0.050310 [2020-11-13 19:49:57,452][root][INFO] - mean loss: 4.527908 [2020-11-13 19:49:57,452][root][INFO] - mean neg_ratio: 0.728217 [2020-11-13 19:49:57,452][root][INFO] - mean obj_acc: 0.949490 [2020-11-13 19:49:57,452][root][INFO] - mean objectness_loss: 0.044368 [2020-11-13 19:49:57,452][root][INFO] - mean pos_ratio: 0.146356 [2020-11-13 19:49:57,452][root][INFO] - mean sem_cls_loss: 0.187082 [2020-11-13 19:49:57,452][root][INFO] - mean size_cls_loss: 0.187057 [2020-11-13 19:49:57,452][root][INFO] - mean size_reg_loss: 0.025086 [2020-11-13 19:49:57,453][root][INFO] - mean vote_loss: 0.206465 [2020-11-13 19:50:10,471][root][INFO] - Eval batch: 0 [2020-11-13 19:50:12,312][root][INFO] - Eval batch: 10 [2020-11-13 19:50:14,102][root][INFO] - Eval batch: 20 [2020-11-13 19:50:15,892][root][INFO] - Eval batch: 30 [2020-11-13 19:50:17,728][root][INFO] - Eval batch: 40 [2020-11-13 19:50:19,483][root][INFO] - Eval batch: 50 [2020-11-13 19:50:21,324][root][INFO] - Eval batch: 60 [2020-11-13 19:50:23,214][root][INFO] - Eval batch: 70 [2020-11-13 19:50:25,017][root][INFO] - 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Eval batch: 4940 [2020-11-13 20:05:16,256][root][INFO] - Eval batch: 4950 [2020-11-13 20:05:18,093][root][INFO] - Eval batch: 4960 [2020-11-13 20:05:19,918][root][INFO] - Eval batch: 4970 [2020-11-13 20:05:21,805][root][INFO] - Eval batch: 4980 [2020-11-13 20:05:23,570][root][INFO] - Eval batch: 4990 [2020-11-13 20:05:25,323][root][INFO] - Eval batch: 5000 [2020-11-13 20:05:27,142][root][INFO] - Eval batch: 5010 [2020-11-13 20:05:28,909][root][INFO] - Eval batch: 5020 [2020-11-13 20:05:30,743][root][INFO] - Eval batch: 5030 [2020-11-13 20:05:32,647][root][INFO] - Eval batch: 5040 [2020-11-13 20:05:34,547][root][INFO] - eval mean box_loss: 0.225377 [2020-11-13 20:05:34,548][root][INFO] - eval mean center_loss: 0.043233 [2020-11-13 20:05:34,548][root][INFO] - eval mean heading_cls_loss: 0.730077 [2020-11-13 20:05:34,549][root][INFO] - eval mean heading_reg_loss: 0.040341 [2020-11-13 20:05:34,549][root][INFO] - eval mean loss: 5.473349 [2020-11-13 20:05:34,550][root][INFO] - eval mean neg_ratio: 0.699817 [2020-11-13 20:05:34,550][root][INFO] - eval mean obj_acc: 0.922757 [2020-11-13 20:05:34,550][root][INFO] - eval mean objectness_loss: 0.083521 [2020-11-13 20:05:34,551][root][INFO] - eval mean pos_ratio: 0.157478 [2020-11-13 20:05:34,551][root][INFO] - eval mean sem_cls_loss: 0.455602 [2020-11-13 20:05:34,551][root][INFO] - eval mean size_cls_loss: 0.455036 [2020-11-13 20:05:34,552][root][INFO] - eval mean size_reg_loss: 0.023291 [2020-11-13 20:05:34,552][root][INFO] - eval mean vote_loss: 0.234638 [2020-11-13 20:06:28,970][root][INFO] - eval bed Average Precision: 0.507723 [2020-11-13 20:06:28,971][root][INFO] - eval table Average Precision: 0.190233 [2020-11-13 20:06:28,971][root][INFO] - eval sofa Average Precision: 0.518616 [2020-11-13 20:06:28,971][root][INFO] - eval chair Average Precision: 0.528616 [2020-11-13 20:06:28,971][root][INFO] - eval toilet Average Precision: 0.573674 [2020-11-13 20:06:28,971][root][INFO] - eval desk Average Precision: 0.062960 [2020-11-13 20:06:28,971][root][INFO] - eval dresser Average Precision: 0.152218 [2020-11-13 20:06:28,971][root][INFO] - eval night_stand Average Precision: 0.380555 [2020-11-13 20:06:28,971][root][INFO] - eval bookshelf Average Precision: 0.085992 [2020-11-13 20:06:28,971][root][INFO] - eval bathtub Average Precision: 0.444292 [2020-11-13 20:06:28,972][root][INFO] - eval mAP: 0.344488 [2020-11-13 20:06:28,972][root][INFO] - eval bed Recall: 0.640884 [2020-11-13 20:06:28,972][root][INFO] - eval table Recall: 0.416769 [2020-11-13 20:06:28,972][root][INFO] - eval sofa Recall: 0.663537 [2020-11-13 20:06:28,972][root][INFO] - eval chair Recall: 0.644863 [2020-11-13 20:06:28,972][root][INFO] - eval toilet Recall: 0.708609 [2020-11-13 20:06:28,972][root][INFO] - eval desk Recall: 0.292671 [2020-11-13 20:06:28,972][root][INFO] - eval dresser Recall: 0.388889 [2020-11-13 20:06:28,972][root][INFO] - eval night_stand Recall: 0.574803 [2020-11-13 20:06:28,972][root][INFO] - eval bookshelf Recall: 0.210702 [2020-11-13 20:06:28,972][root][INFO] - eval bathtub Recall: 0.519231 [2020-11-13 20:06:28,972][root][INFO] - eval AR: 0.506096 [2020-11-13 20:06:28,973][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 20:06:30,317][root][INFO] - **** EPOCH 105 **** [2020-11-13 20:06:30,318][root][INFO] - Current learning rate: 0.000100 [2020-11-13 20:06:30,318][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 20:06:30,318][root][INFO] - 2020-11-13 20:06:30.318443 [2020-11-13 20:07:26,516][root][INFO] - ---- batch: 010 ---- [2020-11-13 20:07:26,521][root][INFO] - mean box_loss: 0.191534 [2020-11-13 20:07:26,522][root][INFO] - mean center_loss: 0.040483 [2020-11-13 20:07:26,522][root][INFO] - mean heading_cls_loss: 0.669102 [2020-11-13 20:07:26,522][root][INFO] - mean heading_reg_loss: 0.041353 [2020-11-13 20:07:26,522][root][INFO] - mean loss: 4.573599 [2020-11-13 20:07:26,522][root][INFO] - mean neg_ratio: 0.731183 [2020-11-13 20:07:26,522][root][INFO] - mean obj_acc: 0.940632 [2020-11-13 20:07:26,522][root][INFO] - mean objectness_loss: 0.049543 [2020-11-13 20:07:26,522][root][INFO] - mean pos_ratio: 0.140192 [2020-11-13 20:07:26,522][root][INFO] - mean sem_cls_loss: 0.213799 [2020-11-13 20:07:26,522][root][INFO] - mean size_cls_loss: 0.214100 [2020-11-13 20:07:26,522][root][INFO] - mean size_reg_loss: 0.021377 [2020-11-13 20:07:26,522][root][INFO] - mean vote_loss: 0.219675 [2020-11-13 20:08:16,229][root][INFO] - ---- batch: 020 ---- [2020-11-13 20:08:16,235][root][INFO] - mean box_loss: 0.182986 [2020-11-13 20:08:16,235][root][INFO] - mean center_loss: 0.032236 [2020-11-13 20:08:16,235][root][INFO] - mean heading_cls_loss: 0.663499 [2020-11-13 20:08:16,235][root][INFO] - mean heading_reg_loss: 0.042347 [2020-11-13 20:08:16,235][root][INFO] - mean loss: 4.386876 [2020-11-13 20:08:16,235][root][INFO] - mean neg_ratio: 0.719409 [2020-11-13 20:08:16,235][root][INFO] - mean obj_acc: 0.951020 [2020-11-13 20:08:16,236][root][INFO] - mean objectness_loss: 0.041655 [2020-11-13 20:08:16,236][root][INFO] - mean pos_ratio: 0.153564 [2020-11-13 20:08:16,236][root][INFO] - mean sem_cls_loss: 0.191062 [2020-11-13 20:08:16,236][root][INFO] - mean size_cls_loss: 0.191399 [2020-11-13 20:08:16,236][root][INFO] - mean size_reg_loss: 0.022913 [2020-11-13 20:08:16,236][root][INFO] - mean vote_loss: 0.215768 [2020-11-13 20:09:08,078][root][INFO] - ---- batch: 030 ---- [2020-11-13 20:09:08,083][root][INFO] - mean box_loss: 0.198169 [2020-11-13 20:09:08,083][root][INFO] - mean center_loss: 0.034948 [2020-11-13 20:09:08,083][root][INFO] - mean heading_cls_loss: 0.767051 [2020-11-13 20:09:08,083][root][INFO] - mean heading_reg_loss: 0.044753 [2020-11-13 20:09:08,083][root][INFO] - mean loss: 4.527206 [2020-11-13 20:09:08,083][root][INFO] - mean neg_ratio: 0.721735 [2020-11-13 20:09:08,083][root][INFO] - mean obj_acc: 0.951553 [2020-11-13 20:09:08,083][root][INFO] - mean objectness_loss: 0.043630 [2020-11-13 20:09:08,083][root][INFO] - mean pos_ratio: 0.149445 [2020-11-13 20:09:08,083][root][INFO] - mean sem_cls_loss: 0.194839 [2020-11-13 20:09:08,083][root][INFO] - mean size_cls_loss: 0.195406 [2020-11-13 20:09:08,083][root][INFO] - mean size_reg_loss: 0.022223 [2020-11-13 20:09:08,083][root][INFO] - mean vote_loss: 0.213252 [2020-11-13 20:09:57,624][root][INFO] - ---- batch: 040 ---- [2020-11-13 20:09:57,629][root][INFO] - mean box_loss: 0.184377 [2020-11-13 20:09:57,630][root][INFO] - mean center_loss: 0.033202 [2020-11-13 20:09:57,630][root][INFO] - mean heading_cls_loss: 0.675924 [2020-11-13 20:09:57,630][root][INFO] - mean heading_reg_loss: 0.043666 [2020-11-13 20:09:57,630][root][INFO] - mean loss: 4.433137 [2020-11-13 20:09:57,630][root][INFO] - mean neg_ratio: 0.727765 [2020-11-13 20:09:57,630][root][INFO] - mean obj_acc: 0.942431 [2020-11-13 20:09:57,630][root][INFO] - mean objectness_loss: 0.047601 [2020-11-13 20:09:57,630][root][INFO] - mean pos_ratio: 0.146112 [2020-11-13 20:09:57,630][root][INFO] - mean sem_cls_loss: 0.188196 [2020-11-13 20:09:57,630][root][INFO] - mean size_cls_loss: 0.188522 [2020-11-13 20:09:57,630][root][INFO] - mean size_reg_loss: 0.021065 [2020-11-13 20:09:57,630][root][INFO] - mean vote_loss: 0.216316 [2020-11-13 20:10:47,628][root][INFO] - ---- batch: 050 ---- [2020-11-13 20:10:47,633][root][INFO] - mean box_loss: 0.181719 [2020-11-13 20:10:47,633][root][INFO] - mean center_loss: 0.033655 [2020-11-13 20:10:47,633][root][INFO] - mean heading_cls_loss: 0.672515 [2020-11-13 20:10:47,633][root][INFO] - mean heading_reg_loss: 0.042097 [2020-11-13 20:10:47,633][root][INFO] - mean loss: 4.307544 [2020-11-13 20:10:47,633][root][INFO] - mean neg_ratio: 0.736896 [2020-11-13 20:10:47,633][root][INFO] - mean obj_acc: 0.944876 [2020-11-13 20:10:47,633][root][INFO] - mean objectness_loss: 0.043509 [2020-11-13 20:10:47,633][root][INFO] - mean pos_ratio: 0.140924 [2020-11-13 20:10:47,633][root][INFO] - mean sem_cls_loss: 0.181607 [2020-11-13 20:10:47,633][root][INFO] - mean size_cls_loss: 0.182103 [2020-11-13 20:10:47,633][root][INFO] - mean size_reg_loss: 0.020506 [2020-11-13 20:10:47,633][root][INFO] - mean vote_loss: 0.209120 [2020-11-13 20:11:38,870][root][INFO] - ---- batch: 060 ---- [2020-11-13 20:11:38,877][root][INFO] - mean box_loss: 0.175779 [2020-11-13 20:11:38,878][root][INFO] - mean center_loss: 0.030960 [2020-11-13 20:11:38,878][root][INFO] - mean heading_cls_loss: 0.654370 [2020-11-13 20:11:38,878][root][INFO] - mean heading_reg_loss: 0.043063 [2020-11-13 20:11:38,878][root][INFO] - mean loss: 4.252262 [2020-11-13 20:11:38,878][root][INFO] - mean neg_ratio: 0.732904 [2020-11-13 20:11:38,878][root][INFO] - mean obj_acc: 0.950031 [2020-11-13 20:11:38,878][root][INFO] - mean objectness_loss: 0.039016 [2020-11-13 20:11:38,878][root][INFO] - mean pos_ratio: 0.140619 [2020-11-13 20:11:38,878][root][INFO] - mean sem_cls_loss: 0.169094 [2020-11-13 20:11:38,878][root][INFO] - mean size_cls_loss: 0.168594 [2020-11-13 20:11:38,878][root][INFO] - mean size_reg_loss: 0.019461 [2020-11-13 20:11:38,878][root][INFO] - mean vote_loss: 0.213030 [2020-11-13 20:12:29,421][root][INFO] - ---- batch: 070 ---- [2020-11-13 20:12:29,427][root][INFO] - mean box_loss: 0.187251 [2020-11-13 20:12:29,427][root][INFO] - mean center_loss: 0.036464 [2020-11-13 20:12:29,427][root][INFO] - mean heading_cls_loss: 0.640089 [2020-11-13 20:12:29,427][root][INFO] - mean heading_reg_loss: 0.045408 [2020-11-13 20:12:29,428][root][INFO] - mean loss: 4.444802 [2020-11-13 20:12:29,428][root][INFO] - mean neg_ratio: 0.727850 [2020-11-13 20:12:29,428][root][INFO] - mean obj_acc: 0.951977 [2020-11-13 20:12:29,428][root][INFO] - mean objectness_loss: 0.041406 [2020-11-13 20:12:29,428][root][INFO] - mean pos_ratio: 0.147192 [2020-11-13 20:12:29,428][root][INFO] - mean sem_cls_loss: 0.194287 [2020-11-13 20:12:29,428][root][INFO] - mean size_cls_loss: 0.194970 [2020-11-13 20:12:29,428][root][INFO] - mean size_reg_loss: 0.021873 [2020-11-13 20:12:29,428][root][INFO] - mean vote_loss: 0.217098 [2020-11-13 20:13:20,101][root][INFO] - ---- batch: 080 ---- [2020-11-13 20:13:20,109][root][INFO] - mean box_loss: 0.188943 [2020-11-13 20:13:20,110][root][INFO] - mean center_loss: 0.035849 [2020-11-13 20:13:20,110][root][INFO] - mean heading_cls_loss: 0.742992 [2020-11-13 20:13:20,110][root][INFO] - mean heading_reg_loss: 0.042053 [2020-11-13 20:13:20,110][root][INFO] - mean loss: 4.524884 [2020-11-13 20:13:20,111][root][INFO] - mean neg_ratio: 0.724847 [2020-11-13 20:13:20,111][root][INFO] - mean obj_acc: 0.948339 [2020-11-13 20:13:20,111][root][INFO] - mean objectness_loss: 0.046465 [2020-11-13 20:13:20,111][root][INFO] - mean pos_ratio: 0.145178 [2020-11-13 20:13:20,111][root][INFO] - mean sem_cls_loss: 0.171933 [2020-11-13 20:13:20,111][root][INFO] - mean size_cls_loss: 0.172025 [2020-11-13 20:13:20,111][root][INFO] - mean size_reg_loss: 0.019539 [2020-11-13 20:13:20,111][root][INFO] - mean vote_loss: 0.223120 [2020-11-13 20:13:33,995][root][INFO] - **** EPOCH 106 **** [2020-11-13 20:13:33,997][root][INFO] - Current learning rate: 0.000100 [2020-11-13 20:13:33,997][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 20:13:33,997][root][INFO] - 2020-11-13 20:13:33.997849 [2020-11-13 20:14:29,615][root][INFO] - ---- batch: 010 ---- [2020-11-13 20:14:29,620][root][INFO] - mean box_loss: 0.180888 [2020-11-13 20:14:29,620][root][INFO] - mean center_loss: 0.031967 [2020-11-13 20:14:29,620][root][INFO] - mean heading_cls_loss: 0.666016 [2020-11-13 20:14:29,620][root][INFO] - mean heading_reg_loss: 0.042568 [2020-11-13 20:14:29,620][root][INFO] - mean loss: 4.331047 [2020-11-13 20:14:29,620][root][INFO] - mean neg_ratio: 0.732983 [2020-11-13 20:14:29,620][root][INFO] - mean obj_acc: 0.947301 [2020-11-13 20:14:29,620][root][INFO] - mean objectness_loss: 0.046714 [2020-11-13 20:14:29,620][root][INFO] - mean pos_ratio: 0.140631 [2020-11-13 20:14:29,620][root][INFO] - mean sem_cls_loss: 0.180838 [2020-11-13 20:14:29,620][root][INFO] - mean size_cls_loss: 0.180777 [2020-11-13 20:14:29,620][root][INFO] - mean size_reg_loss: 0.021674 [2020-11-13 20:14:29,620][root][INFO] - mean vote_loss: 0.210776 [2020-11-13 20:15:19,476][root][INFO] - ---- batch: 020 ---- [2020-11-13 20:15:19,480][root][INFO] - mean box_loss: 0.177846 [2020-11-13 20:15:19,480][root][INFO] - mean center_loss: 0.029935 [2020-11-13 20:15:19,481][root][INFO] - mean heading_cls_loss: 0.663022 [2020-11-13 20:15:19,481][root][INFO] - mean heading_reg_loss: 0.043655 [2020-11-13 20:15:19,481][root][INFO] - mean loss: 4.379018 [2020-11-13 20:15:19,481][root][INFO] - mean neg_ratio: 0.716168 [2020-11-13 20:15:19,481][root][INFO] - mean obj_acc: 0.950619 [2020-11-13 20:15:19,481][root][INFO] - mean objectness_loss: 0.045596 [2020-11-13 20:15:19,481][root][INFO] - mean pos_ratio: 0.150903 [2020-11-13 20:15:19,481][root][INFO] - mean sem_cls_loss: 0.190511 [2020-11-13 20:15:19,481][root][INFO] - mean size_cls_loss: 0.190708 [2020-11-13 20:15:19,481][root][INFO] - mean size_reg_loss: 0.018883 [2020-11-13 20:15:19,481][root][INFO] - mean vote_loss: 0.218207 [2020-11-13 20:16:10,610][root][INFO] - ---- batch: 030 ---- [2020-11-13 20:16:10,615][root][INFO] - mean box_loss: 0.194844 [2020-11-13 20:16:10,615][root][INFO] - mean center_loss: 0.036004 [2020-11-13 20:16:10,615][root][INFO] - mean heading_cls_loss: 0.724953 [2020-11-13 20:16:10,615][root][INFO] - mean heading_reg_loss: 0.043826 [2020-11-13 20:16:10,615][root][INFO] - mean loss: 4.624137 [2020-11-13 20:16:10,615][root][INFO] - mean neg_ratio: 0.741553 [2020-11-13 20:16:10,615][root][INFO] - mean obj_acc: 0.942411 [2020-11-13 20:16:10,615][root][INFO] - mean objectness_loss: 0.047499 [2020-11-13 20:16:10,615][root][INFO] - mean pos_ratio: 0.140411 [2020-11-13 20:16:10,615][root][INFO] - mean sem_cls_loss: 0.204900 [2020-11-13 20:16:10,616][root][INFO] - mean size_cls_loss: 0.204649 [2020-11-13 20:16:10,616][root][INFO] - mean size_reg_loss: 0.022054 [2020-11-13 20:16:10,616][root][INFO] - mean vote_loss: 0.223330 [2020-11-13 20:17:01,385][root][INFO] - ---- batch: 040 ---- [2020-11-13 20:17:01,390][root][INFO] - mean box_loss: 0.175545 [2020-11-13 20:17:01,390][root][INFO] - mean center_loss: 0.033787 [2020-11-13 20:17:01,390][root][INFO] - mean heading_cls_loss: 0.653377 [2020-11-13 20:17:01,390][root][INFO] - mean heading_reg_loss: 0.039807 [2020-11-13 20:17:01,390][root][INFO] - mean loss: 4.399317 [2020-11-13 20:17:01,390][root][INFO] - mean neg_ratio: 0.715326 [2020-11-13 20:17:01,390][root][INFO] - mean obj_acc: 0.944818 [2020-11-13 20:17:01,390][root][INFO] - mean objectness_loss: 0.048735 [2020-11-13 20:17:01,390][root][INFO] - mean pos_ratio: 0.153674 [2020-11-13 20:17:01,390][root][INFO] - mean sem_cls_loss: 0.179118 [2020-11-13 20:17:01,390][root][INFO] - mean size_cls_loss: 0.178982 [2020-11-13 20:17:01,390][root][INFO] - mean size_reg_loss: 0.018716 [2020-11-13 20:17:01,391][root][INFO] - mean vote_loss: 0.222107 [2020-11-13 20:17:52,172][root][INFO] - ---- batch: 050 ---- [2020-11-13 20:17:52,177][root][INFO] - mean box_loss: 0.191255 [2020-11-13 20:17:52,178][root][INFO] - mean center_loss: 0.038027 [2020-11-13 20:17:52,178][root][INFO] - mean heading_cls_loss: 0.702997 [2020-11-13 20:17:52,178][root][INFO] - mean heading_reg_loss: 0.043792 [2020-11-13 20:17:52,178][root][INFO] - mean loss: 4.335338 [2020-11-13 20:17:52,178][root][INFO] - mean neg_ratio: 0.731335 [2020-11-13 20:17:52,178][root][INFO] - mean obj_acc: 0.947768 [2020-11-13 20:17:52,178][root][INFO] - mean objectness_loss: 0.042475 [2020-11-13 20:17:52,178][root][INFO] - mean pos_ratio: 0.145825 [2020-11-13 20:17:52,178][root][INFO] - mean sem_cls_loss: 0.191941 [2020-11-13 20:17:52,178][root][INFO] - mean size_cls_loss: 0.192435 [2020-11-13 20:17:52,178][root][INFO] - mean size_reg_loss: 0.019894 [2020-11-13 20:17:52,178][root][INFO] - mean vote_loss: 0.201847 [2020-11-13 20:18:43,114][root][INFO] - ---- batch: 060 ---- [2020-11-13 20:18:43,119][root][INFO] - mean box_loss: 0.194963 [2020-11-13 20:18:43,120][root][INFO] - mean center_loss: 0.031626 [2020-11-13 20:18:43,120][root][INFO] - mean heading_cls_loss: 0.720327 [2020-11-13 20:18:43,120][root][INFO] - mean heading_reg_loss: 0.046088 [2020-11-13 20:18:43,120][root][INFO] - mean loss: 4.450958 [2020-11-13 20:18:43,120][root][INFO] - mean neg_ratio: 0.730011 [2020-11-13 20:18:43,120][root][INFO] - mean obj_acc: 0.951229 [2020-11-13 20:18:43,120][root][INFO] - mean objectness_loss: 0.042103 [2020-11-13 20:18:43,120][root][INFO] - mean pos_ratio: 0.147278 [2020-11-13 20:18:43,120][root][INFO] - mean sem_cls_loss: 0.204204 [2020-11-13 20:18:43,120][root][INFO] - mean size_cls_loss: 0.203750 [2020-11-13 20:18:43,120][root][INFO] - mean size_reg_loss: 0.024841 [2020-11-13 20:18:43,120][root][INFO] - mean vote_loss: 0.208661 [2020-11-13 20:19:33,879][root][INFO] - ---- batch: 070 ---- [2020-11-13 20:19:33,886][root][INFO] - mean box_loss: 0.196587 [2020-11-13 20:19:33,886][root][INFO] - mean center_loss: 0.036971 [2020-11-13 20:19:33,886][root][INFO] - mean heading_cls_loss: 0.655228 [2020-11-13 20:19:33,887][root][INFO] - mean heading_reg_loss: 0.050288 [2020-11-13 20:19:33,887][root][INFO] - mean loss: 4.510113 [2020-11-13 20:19:33,887][root][INFO] - mean neg_ratio: 0.727319 [2020-11-13 20:19:33,887][root][INFO] - mean obj_acc: 0.950280 [2020-11-13 20:19:33,887][root][INFO] - mean objectness_loss: 0.042954 [2020-11-13 20:19:33,887][root][INFO] - mean pos_ratio: 0.147522 [2020-11-13 20:19:33,887][root][INFO] - mean sem_cls_loss: 0.199034 [2020-11-13 20:19:33,887][root][INFO] - mean size_cls_loss: 0.199646 [2020-11-13 20:19:33,887][root][INFO] - mean size_reg_loss: 0.023841 [2020-11-13 20:19:33,888][root][INFO] - mean vote_loss: 0.213043 [2020-11-13 20:20:22,642][root][INFO] - ---- batch: 080 ---- [2020-11-13 20:20:22,650][root][INFO] - mean box_loss: 0.188104 [2020-11-13 20:20:22,650][root][INFO] - mean center_loss: 0.035522 [2020-11-13 20:20:22,650][root][INFO] - mean heading_cls_loss: 0.661099 [2020-11-13 20:20:22,650][root][INFO] - mean heading_reg_loss: 0.044122 [2020-11-13 20:20:22,651][root][INFO] - mean loss: 4.482537 [2020-11-13 20:20:22,651][root][INFO] - mean neg_ratio: 0.741449 [2020-11-13 20:20:22,651][root][INFO] - mean obj_acc: 0.946212 [2020-11-13 20:20:22,651][root][INFO] - mean objectness_loss: 0.041590 [2020-11-13 20:20:22,651][root][INFO] - mean pos_ratio: 0.139648 [2020-11-13 20:20:22,651][root][INFO] - mean sem_cls_loss: 0.209035 [2020-11-13 20:20:22,651][root][INFO] - mean size_cls_loss: 0.208946 [2020-11-13 20:20:22,651][root][INFO] - mean size_reg_loss: 0.021456 [2020-11-13 20:20:22,651][root][INFO] - mean vote_loss: 0.218451 [2020-11-13 20:20:38,076][root][INFO] - **** EPOCH 107 **** [2020-11-13 20:20:38,080][root][INFO] - Current learning rate: 0.000100 [2020-11-13 20:20:38,080][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 20:20:38,080][root][INFO] - 2020-11-13 20:20:38.080887 [2020-11-13 20:21:34,046][root][INFO] - ---- batch: 010 ---- [2020-11-13 20:21:34,052][root][INFO] - mean box_loss: 0.187832 [2020-11-13 20:21:34,052][root][INFO] - mean center_loss: 0.036064 [2020-11-13 20:21:34,053][root][INFO] - mean heading_cls_loss: 0.671190 [2020-11-13 20:21:34,053][root][INFO] - mean heading_reg_loss: 0.047060 [2020-11-13 20:21:34,053][root][INFO] - mean loss: 4.409095 [2020-11-13 20:21:34,053][root][INFO] - mean neg_ratio: 0.748505 [2020-11-13 20:21:34,053][root][INFO] - mean obj_acc: 0.946514 [2020-11-13 20:21:34,053][root][INFO] - mean objectness_loss: 0.042348 [2020-11-13 20:21:34,053][root][INFO] - mean pos_ratio: 0.133533 [2020-11-13 20:21:34,053][root][INFO] - mean sem_cls_loss: 0.192815 [2020-11-13 20:21:34,053][root][INFO] - mean size_cls_loss: 0.192636 [2020-11-13 20:21:34,053][root][INFO] - mean size_reg_loss: 0.018326 [2020-11-13 20:21:34,053][root][INFO] - mean vote_loss: 0.212621 [2020-11-13 20:22:26,031][root][INFO] - ---- batch: 020 ---- [2020-11-13 20:22:26,038][root][INFO] - mean box_loss: 0.194706 [2020-11-13 20:22:26,038][root][INFO] - mean center_loss: 0.034762 [2020-11-13 20:22:26,038][root][INFO] - mean heading_cls_loss: 0.733890 [2020-11-13 20:22:26,038][root][INFO] - mean heading_reg_loss: 0.042727 [2020-11-13 20:22:26,038][root][INFO] - mean loss: 4.634603 [2020-11-13 20:22:26,038][root][INFO] - mean neg_ratio: 0.734473 [2020-11-13 20:22:26,038][root][INFO] - mean obj_acc: 0.946842 [2020-11-13 20:22:26,038][root][INFO] - mean objectness_loss: 0.046659 [2020-11-13 20:22:26,038][root][INFO] - mean pos_ratio: 0.139233 [2020-11-13 20:22:26,038][root][INFO] - mean sem_cls_loss: 0.195235 [2020-11-13 20:22:26,038][root][INFO] - mean size_cls_loss: 0.195587 [2020-11-13 20:22:26,038][root][INFO] - mean size_reg_loss: 0.024269 [2020-11-13 20:22:26,039][root][INFO] - mean vote_loss: 0.225901 [2020-11-13 20:23:15,660][root][INFO] - ---- batch: 030 ---- [2020-11-13 20:23:15,666][root][INFO] - mean box_loss: 0.173560 [2020-11-13 20:23:15,666][root][INFO] - mean center_loss: 0.031604 [2020-11-13 20:23:15,666][root][INFO] - mean heading_cls_loss: 0.611573 [2020-11-13 20:23:15,666][root][INFO] - mean heading_reg_loss: 0.042097 [2020-11-13 20:23:15,666][root][INFO] - mean loss: 4.245071 [2020-11-13 20:23:15,666][root][INFO] - mean neg_ratio: 0.713904 [2020-11-13 20:23:15,666][root][INFO] - mean obj_acc: 0.951644 [2020-11-13 20:23:15,667][root][INFO] - mean objectness_loss: 0.045581 [2020-11-13 20:23:15,667][root][INFO] - mean pos_ratio: 0.154175 [2020-11-13 20:23:15,667][root][INFO] - mean sem_cls_loss: 0.169787 [2020-11-13 20:23:15,667][root][INFO] - mean size_cls_loss: 0.169767 [2020-11-13 20:23:15,667][root][INFO] - mean size_reg_loss: 0.021725 [2020-11-13 20:23:15,667][root][INFO] - mean vote_loss: 0.211178 [2020-11-13 20:24:06,059][root][INFO] - ---- batch: 040 ---- [2020-11-13 20:24:06,065][root][INFO] - mean box_loss: 0.186225 [2020-11-13 20:24:06,065][root][INFO] - mean center_loss: 0.034954 [2020-11-13 20:24:06,065][root][INFO] - mean heading_cls_loss: 0.693725 [2020-11-13 20:24:06,065][root][INFO] - mean heading_reg_loss: 0.043129 [2020-11-13 20:24:06,065][root][INFO] - mean loss: 4.360287 [2020-11-13 20:24:06,065][root][INFO] - mean neg_ratio: 0.717084 [2020-11-13 20:24:06,065][root][INFO] - mean obj_acc: 0.943770 [2020-11-13 20:24:06,065][root][INFO] - mean objectness_loss: 0.050071 [2020-11-13 20:24:06,065][root][INFO] - mean pos_ratio: 0.156543 [2020-11-13 20:24:06,065][root][INFO] - mean sem_cls_loss: 0.178116 [2020-11-13 20:24:06,065][root][INFO] - mean size_cls_loss: 0.177706 [2020-11-13 20:24:06,065][root][INFO] - mean size_reg_loss: 0.020998 [2020-11-13 20:24:06,065][root][INFO] - mean vote_loss: 0.206957 [2020-11-13 20:24:57,078][root][INFO] - ---- batch: 050 ---- [2020-11-13 20:24:57,084][root][INFO] - mean box_loss: 0.187431 [2020-11-13 20:24:57,085][root][INFO] - mean center_loss: 0.034769 [2020-11-13 20:24:57,085][root][INFO] - mean heading_cls_loss: 0.662891 [2020-11-13 20:24:57,085][root][INFO] - mean heading_reg_loss: 0.044367 [2020-11-13 20:24:57,085][root][INFO] - mean loss: 4.375840 [2020-11-13 20:24:57,085][root][INFO] - mean neg_ratio: 0.724658 [2020-11-13 20:24:57,086][root][INFO] - mean obj_acc: 0.951215 [2020-11-13 20:24:57,086][root][INFO] - mean objectness_loss: 0.043922 [2020-11-13 20:24:57,086][root][INFO] - mean pos_ratio: 0.151434 [2020-11-13 20:24:57,086][root][INFO] - mean sem_cls_loss: 0.220681 [2020-11-13 20:24:57,086][root][INFO] - mean size_cls_loss: 0.220352 [2020-11-13 20:24:57,086][root][INFO] - mean size_reg_loss: 0.019971 [2020-11-13 20:24:57,086][root][INFO] - mean vote_loss: 0.206124 [2020-11-13 20:25:48,519][root][INFO] - ---- batch: 060 ---- [2020-11-13 20:25:48,527][root][INFO] - mean box_loss: 0.184415 [2020-11-13 20:25:48,528][root][INFO] - mean center_loss: 0.030632 [2020-11-13 20:25:48,528][root][INFO] - mean heading_cls_loss: 0.715770 [2020-11-13 20:25:48,528][root][INFO] - mean heading_reg_loss: 0.040414 [2020-11-13 20:25:48,528][root][INFO] - mean loss: 4.452505 [2020-11-13 20:25:48,528][root][INFO] - mean neg_ratio: 0.728284 [2020-11-13 20:25:48,528][root][INFO] - mean obj_acc: 0.948616 [2020-11-13 20:25:48,528][root][INFO] - mean objectness_loss: 0.046046 [2020-11-13 20:25:48,528][root][INFO] - mean pos_ratio: 0.143549 [2020-11-13 20:25:48,528][root][INFO] - mean sem_cls_loss: 0.200555 [2020-11-13 20:25:48,528][root][INFO] - mean size_cls_loss: 0.200613 [2020-11-13 20:25:48,528][root][INFO] - mean size_reg_loss: 0.021732 [2020-11-13 20:25:48,528][root][INFO] - mean vote_loss: 0.217757 [2020-11-13 20:26:38,691][root][INFO] - ---- batch: 070 ---- [2020-11-13 20:26:38,710][root][INFO] - mean box_loss: 0.185602 [2020-11-13 20:26:38,710][root][INFO] - mean center_loss: 0.037840 [2020-11-13 20:26:38,711][root][INFO] - mean heading_cls_loss: 0.647640 [2020-11-13 20:26:38,711][root][INFO] - mean heading_reg_loss: 0.043118 [2020-11-13 20:26:38,711][root][INFO] - mean loss: 4.376031 [2020-11-13 20:26:38,711][root][INFO] - mean neg_ratio: 0.720319 [2020-11-13 20:26:38,711][root][INFO] - mean obj_acc: 0.947697 [2020-11-13 20:26:38,711][root][INFO] - mean objectness_loss: 0.045097 [2020-11-13 20:26:38,711][root][INFO] - mean pos_ratio: 0.150342 [2020-11-13 20:26:38,711][root][INFO] - mean sem_cls_loss: 0.191271 [2020-11-13 20:26:38,711][root][INFO] - mean size_cls_loss: 0.191122 [2020-11-13 20:26:38,711][root][INFO] - mean size_reg_loss: 0.020767 [2020-11-13 20:26:38,711][root][INFO] - mean vote_loss: 0.210326 [2020-11-13 20:27:27,334][root][INFO] - ---- batch: 080 ---- [2020-11-13 20:27:27,340][root][INFO] - mean box_loss: 0.185273 [2020-11-13 20:27:27,340][root][INFO] - mean center_loss: 0.032364 [2020-11-13 20:27:27,340][root][INFO] - mean heading_cls_loss: 0.646508 [2020-11-13 20:27:27,340][root][INFO] - mean heading_reg_loss: 0.043195 [2020-11-13 20:27:27,341][root][INFO] - mean loss: 4.501408 [2020-11-13 20:27:27,341][root][INFO] - mean neg_ratio: 0.719983 [2020-11-13 20:27:27,341][root][INFO] - mean obj_acc: 0.953924 [2020-11-13 20:27:27,341][root][INFO] - mean objectness_loss: 0.042881 [2020-11-13 20:27:27,341][root][INFO] - mean pos_ratio: 0.156653 [2020-11-13 20:27:27,341][root][INFO] - mean sem_cls_loss: 0.196813 [2020-11-13 20:27:27,341][root][INFO] - mean size_cls_loss: 0.197267 [2020-11-13 20:27:27,341][root][INFO] - mean size_reg_loss: 0.025336 [2020-11-13 20:27:27,341][root][INFO] - mean vote_loss: 0.223747 [2020-11-13 20:27:41,576][root][INFO] - **** EPOCH 108 **** [2020-11-13 20:27:41,578][root][INFO] - Current learning rate: 0.000100 [2020-11-13 20:27:41,578][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 20:27:41,578][root][INFO] - 2020-11-13 20:27:41.578469 [2020-11-13 20:28:37,926][root][INFO] - ---- batch: 010 ---- [2020-11-13 20:28:37,931][root][INFO] - mean box_loss: 0.193686 [2020-11-13 20:28:37,931][root][INFO] - mean center_loss: 0.036388 [2020-11-13 20:28:37,931][root][INFO] - mean heading_cls_loss: 0.674436 [2020-11-13 20:28:37,931][root][INFO] - mean heading_reg_loss: 0.043275 [2020-11-13 20:28:37,931][root][INFO] - mean loss: 4.523489 [2020-11-13 20:28:37,931][root][INFO] - mean neg_ratio: 0.732806 [2020-11-13 20:28:37,931][root][INFO] - mean obj_acc: 0.944576 [2020-11-13 20:28:37,931][root][INFO] - mean objectness_loss: 0.047406 [2020-11-13 20:28:37,931][root][INFO] - mean pos_ratio: 0.142731 [2020-11-13 20:28:37,931][root][INFO] - mean sem_cls_loss: 0.207504 [2020-11-13 20:28:37,931][root][INFO] - mean size_cls_loss: 0.207655 [2020-11-13 20:28:37,931][root][INFO] - mean size_reg_loss: 0.025813 [2020-11-13 20:28:37,931][root][INFO] - mean vote_loss: 0.214210 [2020-11-13 20:29:27,988][root][INFO] - ---- batch: 020 ---- [2020-11-13 20:29:27,993][root][INFO] - mean box_loss: 0.190424 [2020-11-13 20:29:27,993][root][INFO] - mean center_loss: 0.036883 [2020-11-13 20:29:27,993][root][INFO] - mean heading_cls_loss: 0.680252 [2020-11-13 20:29:27,993][root][INFO] - mean heading_reg_loss: 0.045576 [2020-11-13 20:29:27,993][root][INFO] - mean loss: 4.505347 [2020-11-13 20:29:27,993][root][INFO] - mean neg_ratio: 0.728687 [2020-11-13 20:29:27,993][root][INFO] - mean obj_acc: 0.947331 [2020-11-13 20:29:27,993][root][INFO] - mean objectness_loss: 0.043450 [2020-11-13 20:29:27,993][root][INFO] - mean pos_ratio: 0.145282 [2020-11-13 20:29:27,993][root][INFO] - mean sem_cls_loss: 0.180086 [2020-11-13 20:29:27,993][root][INFO] - mean size_cls_loss: 0.180769 [2020-11-13 20:29:27,993][root][INFO] - mean size_reg_loss: 0.021862 [2020-11-13 20:29:27,993][root][INFO] - mean vote_loss: 0.220378 [2020-11-13 20:30:19,899][root][INFO] - ---- batch: 030 ---- [2020-11-13 20:30:19,905][root][INFO] - mean box_loss: 0.180011 [2020-11-13 20:30:19,905][root][INFO] - mean center_loss: 0.033719 [2020-11-13 20:30:19,905][root][INFO] - mean heading_cls_loss: 0.656126 [2020-11-13 20:30:19,905][root][INFO] - mean heading_reg_loss: 0.039097 [2020-11-13 20:30:19,905][root][INFO] - mean loss: 4.380381 [2020-11-13 20:30:19,905][root][INFO] - mean neg_ratio: 0.726160 [2020-11-13 20:30:19,905][root][INFO] - mean obj_acc: 0.951792 [2020-11-13 20:30:19,905][root][INFO] - mean objectness_loss: 0.042990 [2020-11-13 20:30:19,905][root][INFO] - mean pos_ratio: 0.151697 [2020-11-13 20:30:19,905][root][INFO] - mean sem_cls_loss: 0.195333 [2020-11-13 20:30:19,905][root][INFO] - mean size_cls_loss: 0.196182 [2020-11-13 20:30:19,905][root][INFO] - mean size_reg_loss: 0.021964 [2020-11-13 20:30:19,905][root][INFO] - mean vote_loss: 0.216999 [2020-11-13 20:31:10,677][root][INFO] - ---- batch: 040 ---- [2020-11-13 20:31:10,683][root][INFO] - mean box_loss: 0.178878 [2020-11-13 20:31:10,683][root][INFO] - mean center_loss: 0.032757 [2020-11-13 20:31:10,683][root][INFO] - mean heading_cls_loss: 0.677251 [2020-11-13 20:31:10,683][root][INFO] - mean heading_reg_loss: 0.041594 [2020-11-13 20:31:10,683][root][INFO] - mean loss: 4.377086 [2020-11-13 20:31:10,683][root][INFO] - mean neg_ratio: 0.709406 [2020-11-13 20:31:10,683][root][INFO] - mean obj_acc: 0.948960 [2020-11-13 20:31:10,683][root][INFO] - mean objectness_loss: 0.047695 [2020-11-13 20:31:10,683][root][INFO] - mean pos_ratio: 0.159369 [2020-11-13 20:31:10,683][root][INFO] - mean sem_cls_loss: 0.176341 [2020-11-13 20:31:10,683][root][INFO] - mean size_cls_loss: 0.176108 [2020-11-13 20:31:10,683][root][INFO] - mean size_reg_loss: 0.019191 [2020-11-13 20:31:10,683][root][INFO] - mean vote_loss: 0.217349 [2020-11-13 20:32:01,308][root][INFO] - ---- batch: 050 ---- [2020-11-13 20:32:01,313][root][INFO] - mean box_loss: 0.175868 [2020-11-13 20:32:01,313][root][INFO] - mean center_loss: 0.030900 [2020-11-13 20:32:01,313][root][INFO] - mean heading_cls_loss: 0.633791 [2020-11-13 20:32:01,313][root][INFO] - mean heading_reg_loss: 0.043735 [2020-11-13 20:32:01,313][root][INFO] - mean loss: 4.197088 [2020-11-13 20:32:01,314][root][INFO] - mean neg_ratio: 0.733051 [2020-11-13 20:32:01,314][root][INFO] - mean obj_acc: 0.944945 [2020-11-13 20:32:01,314][root][INFO] - mean objectness_loss: 0.045002 [2020-11-13 20:32:01,314][root][INFO] - mean pos_ratio: 0.144366 [2020-11-13 20:32:01,314][root][INFO] - mean sem_cls_loss: 0.185374 [2020-11-13 20:32:01,314][root][INFO] - mean size_cls_loss: 0.185588 [2020-11-13 20:32:01,314][root][INFO] - mean size_reg_loss: 0.019295 [2020-11-13 20:32:01,314][root][INFO] - mean vote_loss: 0.202802 [2020-11-13 20:32:52,159][root][INFO] - ---- batch: 060 ---- [2020-11-13 20:32:52,165][root][INFO] - mean box_loss: 0.201222 [2020-11-13 20:32:52,165][root][INFO] - mean center_loss: 0.043318 [2020-11-13 20:32:52,165][root][INFO] - mean heading_cls_loss: 0.745206 [2020-11-13 20:32:52,166][root][INFO] - mean heading_reg_loss: 0.044689 [2020-11-13 20:32:52,166][root][INFO] - mean loss: 4.679121 [2020-11-13 20:32:52,166][root][INFO] - mean neg_ratio: 0.749573 [2020-11-13 20:32:52,166][root][INFO] - mean obj_acc: 0.946834 [2020-11-13 20:32:52,166][root][INFO] - mean objectness_loss: 0.041753 [2020-11-13 20:32:52,166][root][INFO] - mean pos_ratio: 0.131738 [2020-11-13 20:32:52,166][root][INFO] - mean sem_cls_loss: 0.195397 [2020-11-13 20:32:52,166][root][INFO] - mean size_cls_loss: 0.195145 [2020-11-13 20:32:52,166][root][INFO] - mean size_reg_loss: 0.019179 [2020-11-13 20:32:52,166][root][INFO] - mean vote_loss: 0.226274 [2020-11-13 20:33:41,594][root][INFO] - ---- batch: 070 ---- [2020-11-13 20:33:41,601][root][INFO] - mean box_loss: 0.181543 [2020-11-13 20:33:41,601][root][INFO] - mean center_loss: 0.034041 [2020-11-13 20:33:41,602][root][INFO] - mean heading_cls_loss: 0.694135 [2020-11-13 20:33:41,602][root][INFO] - mean heading_reg_loss: 0.041071 [2020-11-13 20:33:41,602][root][INFO] - mean loss: 4.359606 [2020-11-13 20:33:41,602][root][INFO] - mean neg_ratio: 0.742468 [2020-11-13 20:33:41,602][root][INFO] - mean obj_acc: 0.946206 [2020-11-13 20:33:41,602][root][INFO] - mean objectness_loss: 0.042182 [2020-11-13 20:33:41,602][root][INFO] - mean pos_ratio: 0.140363 [2020-11-13 20:33:41,602][root][INFO] - mean sem_cls_loss: 0.186769 [2020-11-13 20:33:41,602][root][INFO] - mean size_cls_loss: 0.187153 [2020-11-13 20:33:41,602][root][INFO] - mean size_reg_loss: 0.018302 [2020-11-13 20:33:41,602][root][INFO] - mean vote_loss: 0.214649 [2020-11-13 20:34:30,545][root][INFO] - ---- batch: 080 ---- [2020-11-13 20:34:30,551][root][INFO] - mean box_loss: 0.187324 [2020-11-13 20:34:30,552][root][INFO] - mean center_loss: 0.031476 [2020-11-13 20:34:30,552][root][INFO] - mean heading_cls_loss: 0.708357 [2020-11-13 20:34:30,552][root][INFO] - mean heading_reg_loss: 0.041458 [2020-11-13 20:34:30,552][root][INFO] - mean loss: 4.393512 [2020-11-13 20:34:30,552][root][INFO] - mean neg_ratio: 0.720264 [2020-11-13 20:34:30,553][root][INFO] - mean obj_acc: 0.950021 [2020-11-13 20:34:30,553][root][INFO] - mean objectness_loss: 0.041940 [2020-11-13 20:34:30,553][root][INFO] - mean pos_ratio: 0.150055 [2020-11-13 20:34:30,553][root][INFO] - mean sem_cls_loss: 0.183367 [2020-11-13 20:34:30,553][root][INFO] - mean size_cls_loss: 0.182942 [2020-11-13 20:34:30,553][root][INFO] - mean size_reg_loss: 0.025260 [2020-11-13 20:34:30,553][root][INFO] - mean vote_loss: 0.212720 [2020-11-13 20:34:44,087][root][INFO] - **** EPOCH 109 **** [2020-11-13 20:34:44,089][root][INFO] - Current learning rate: 0.000100 [2020-11-13 20:34:44,089][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 20:34:44,089][root][INFO] - 2020-11-13 20:34:44.089159 [2020-11-13 20:35:39,359][root][INFO] - ---- batch: 010 ---- [2020-11-13 20:35:39,364][root][INFO] - mean box_loss: 0.198298 [2020-11-13 20:35:39,364][root][INFO] - mean center_loss: 0.034906 [2020-11-13 20:35:39,364][root][INFO] - mean heading_cls_loss: 0.750948 [2020-11-13 20:35:39,365][root][INFO] - mean heading_reg_loss: 0.044221 [2020-11-13 20:35:39,365][root][INFO] - mean loss: 4.600716 [2020-11-13 20:35:39,365][root][INFO] - mean neg_ratio: 0.746912 [2020-11-13 20:35:39,365][root][INFO] - mean obj_acc: 0.937603 [2020-11-13 20:35:39,365][root][INFO] - mean objectness_loss: 0.047272 [2020-11-13 20:35:39,365][root][INFO] - mean pos_ratio: 0.134833 [2020-11-13 20:35:39,365][root][INFO] - mean sem_cls_loss: 0.211928 [2020-11-13 20:35:39,365][root][INFO] - mean size_cls_loss: 0.211617 [2020-11-13 20:35:39,365][root][INFO] - mean size_reg_loss: 0.022914 [2020-11-13 20:35:39,365][root][INFO] - mean vote_loss: 0.216945 [2020-11-13 20:36:28,495][root][INFO] - ---- batch: 020 ---- [2020-11-13 20:36:28,500][root][INFO] - mean box_loss: 0.174812 [2020-11-13 20:36:28,500][root][INFO] - mean center_loss: 0.033622 [2020-11-13 20:36:28,501][root][INFO] - mean heading_cls_loss: 0.645362 [2020-11-13 20:36:28,501][root][INFO] - mean heading_reg_loss: 0.038546 [2020-11-13 20:36:28,501][root][INFO] - mean loss: 4.204236 [2020-11-13 20:36:28,501][root][INFO] - mean neg_ratio: 0.733557 [2020-11-13 20:36:28,501][root][INFO] - mean obj_acc: 0.945766 [2020-11-13 20:36:28,501][root][INFO] - mean objectness_loss: 0.043556 [2020-11-13 20:36:28,501][root][INFO] - mean pos_ratio: 0.139960 [2020-11-13 20:36:28,501][root][INFO] - mean sem_cls_loss: 0.179268 [2020-11-13 20:36:28,501][root][INFO] - mean size_cls_loss: 0.178876 [2020-11-13 20:36:28,501][root][INFO] - mean size_reg_loss: 0.020220 [2020-11-13 20:36:28,501][root][INFO] - mean vote_loss: 0.205906 [2020-11-13 20:37:20,946][root][INFO] - ---- batch: 030 ---- [2020-11-13 20:37:20,951][root][INFO] - mean box_loss: 0.180654 [2020-11-13 20:37:20,951][root][INFO] - mean center_loss: 0.029937 [2020-11-13 20:37:20,951][root][INFO] - mean heading_cls_loss: 0.670963 [2020-11-13 20:37:20,951][root][INFO] - mean heading_reg_loss: 0.043997 [2020-11-13 20:37:20,951][root][INFO] - mean loss: 4.325083 [2020-11-13 20:37:20,951][root][INFO] - mean neg_ratio: 0.742419 [2020-11-13 20:37:20,951][root][INFO] - mean obj_acc: 0.945203 [2020-11-13 20:37:20,951][root][INFO] - mean objectness_loss: 0.042572 [2020-11-13 20:37:20,951][root][INFO] - mean pos_ratio: 0.135352 [2020-11-13 20:37:20,951][root][INFO] - mean sem_cls_loss: 0.177667 [2020-11-13 20:37:20,951][root][INFO] - mean size_cls_loss: 0.177701 [2020-11-13 20:37:20,951][root][INFO] - mean size_reg_loss: 0.021853 [2020-11-13 20:37:20,951][root][INFO] - mean vote_loss: 0.212802 [2020-11-13 20:38:12,187][root][INFO] - ---- batch: 040 ---- [2020-11-13 20:38:12,192][root][INFO] - mean box_loss: 0.188242 [2020-11-13 20:38:12,192][root][INFO] - mean center_loss: 0.031723 [2020-11-13 20:38:12,192][root][INFO] - mean heading_cls_loss: 0.691039 [2020-11-13 20:38:12,192][root][INFO] - mean heading_reg_loss: 0.049933 [2020-11-13 20:38:12,192][root][INFO] - mean loss: 4.295561 [2020-11-13 20:38:12,192][root][INFO] - mean neg_ratio: 0.723779 [2020-11-13 20:38:12,192][root][INFO] - mean obj_acc: 0.951373 [2020-11-13 20:38:12,192][root][INFO] - mean objectness_loss: 0.043511 [2020-11-13 20:38:12,192][root][INFO] - mean pos_ratio: 0.153156 [2020-11-13 20:38:12,192][root][INFO] - mean sem_cls_loss: 0.174372 [2020-11-13 20:38:12,192][root][INFO] - mean size_cls_loss: 0.174713 [2020-11-13 20:38:12,192][root][INFO] - mean size_reg_loss: 0.020011 [2020-11-13 20:38:12,193][root][INFO] - mean vote_loss: 0.202121 [2020-11-13 20:39:02,260][root][INFO] - ---- batch: 050 ---- [2020-11-13 20:39:02,265][root][INFO] - mean box_loss: 0.178205 [2020-11-13 20:39:02,265][root][INFO] - mean center_loss: 0.034002 [2020-11-13 20:39:02,265][root][INFO] - mean heading_cls_loss: 0.615551 [2020-11-13 20:39:02,265][root][INFO] - mean heading_reg_loss: 0.043345 [2020-11-13 20:39:02,265][root][INFO] - mean loss: 4.369350 [2020-11-13 20:39:02,265][root][INFO] - mean neg_ratio: 0.729553 [2020-11-13 20:39:02,265][root][INFO] - mean obj_acc: 0.950424 [2020-11-13 20:39:02,265][root][INFO] - mean objectness_loss: 0.042039 [2020-11-13 20:39:02,265][root][INFO] - mean pos_ratio: 0.148584 [2020-11-13 20:39:02,265][root][INFO] - mean sem_cls_loss: 0.165152 [2020-11-13 20:39:02,265][root][INFO] - mean size_cls_loss: 0.165225 [2020-11-13 20:39:02,265][root][INFO] - mean size_reg_loss: 0.022781 [2020-11-13 20:39:02,265][root][INFO] - mean vote_loss: 0.221196 [2020-11-13 20:39:53,955][root][INFO] - ---- batch: 060 ---- [2020-11-13 20:39:53,962][root][INFO] - mean box_loss: 0.207833 [2020-11-13 20:39:53,962][root][INFO] - mean center_loss: 0.050018 [2020-11-13 20:39:53,962][root][INFO] - mean heading_cls_loss: 0.688535 [2020-11-13 20:39:53,962][root][INFO] - mean heading_reg_loss: 0.045229 [2020-11-13 20:39:53,962][root][INFO] - mean loss: 4.818962 [2020-11-13 20:39:53,962][root][INFO] - mean neg_ratio: 0.740466 [2020-11-13 20:39:53,962][root][INFO] - mean obj_acc: 0.944777 [2020-11-13 20:39:53,962][root][INFO] - mean objectness_loss: 0.045975 [2020-11-13 20:39:53,962][root][INFO] - mean pos_ratio: 0.139014 [2020-11-13 20:39:53,962][root][INFO] - mean sem_cls_loss: 0.202163 [2020-11-13 20:39:53,962][root][INFO] - mean size_cls_loss: 0.201866 [2020-11-13 20:39:53,962][root][INFO] - mean size_reg_loss: 0.023546 [2020-11-13 20:39:53,962][root][INFO] - mean vote_loss: 0.230859 [2020-11-13 20:40:44,141][root][INFO] - ---- batch: 070 ---- [2020-11-13 20:40:44,147][root][INFO] - mean box_loss: 0.186189 [2020-11-13 20:40:44,148][root][INFO] - mean center_loss: 0.034796 [2020-11-13 20:40:44,148][root][INFO] - mean heading_cls_loss: 0.666834 [2020-11-13 20:40:44,149][root][INFO] - mean heading_reg_loss: 0.046277 [2020-11-13 20:40:44,149][root][INFO] - mean loss: 4.415247 [2020-11-13 20:40:44,149][root][INFO] - mean neg_ratio: 0.733917 [2020-11-13 20:40:44,149][root][INFO] - mean obj_acc: 0.947274 [2020-11-13 20:40:44,149][root][INFO] - mean objectness_loss: 0.044755 [2020-11-13 20:40:44,149][root][INFO] - mean pos_ratio: 0.145129 [2020-11-13 20:40:44,149][root][INFO] - mean sem_cls_loss: 0.182131 [2020-11-13 20:40:44,149][root][INFO] - mean size_cls_loss: 0.182122 [2020-11-13 20:40:44,149][root][INFO] - mean size_reg_loss: 0.020221 [2020-11-13 20:40:44,149][root][INFO] - mean vote_loss: 0.214745 [2020-11-13 20:41:33,365][root][INFO] - ---- batch: 080 ---- [2020-11-13 20:41:33,372][root][INFO] - mean box_loss: 0.172176 [2020-11-13 20:41:33,372][root][INFO] - mean center_loss: 0.032242 [2020-11-13 20:41:33,372][root][INFO] - mean heading_cls_loss: 0.636945 [2020-11-13 20:41:33,373][root][INFO] - mean heading_reg_loss: 0.039556 [2020-11-13 20:41:33,373][root][INFO] - mean loss: 4.287284 [2020-11-13 20:41:33,373][root][INFO] - mean neg_ratio: 0.707898 [2020-11-13 20:41:33,373][root][INFO] - mean obj_acc: 0.949650 [2020-11-13 20:41:33,373][root][INFO] - mean objectness_loss: 0.049244 [2020-11-13 20:41:33,373][root][INFO] - mean pos_ratio: 0.159253 [2020-11-13 20:41:33,373][root][INFO] - mean sem_cls_loss: 0.177414 [2020-11-13 20:41:33,373][root][INFO] - mean size_cls_loss: 0.177645 [2020-11-13 20:41:33,373][root][INFO] - mean size_reg_loss: 0.018919 [2020-11-13 20:41:33,373][root][INFO] - mean vote_loss: 0.214189 [2020-11-13 20:41:45,691][root][INFO] - Eval batch: 0 [2020-11-13 20:41:47,511][root][INFO] - Eval batch: 10 [2020-11-13 20:41:49,366][root][INFO] - Eval batch: 20 [2020-11-13 20:41:51,040][root][INFO] - Eval batch: 30 [2020-11-13 20:41:52,883][root][INFO] - Eval batch: 40 [2020-11-13 20:41:54,722][root][INFO] - Eval batch: 50 [2020-11-13 20:41:56,573][root][INFO] - Eval batch: 60 [2020-11-13 20:41:58,418][root][INFO] - Eval batch: 70 [2020-11-13 20:42:00,218][root][INFO] - 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Eval batch: 4760 [2020-11-13 20:56:18,788][root][INFO] - Eval batch: 4770 [2020-11-13 20:56:20,596][root][INFO] - Eval batch: 4780 [2020-11-13 20:56:22,428][root][INFO] - Eval batch: 4790 [2020-11-13 20:56:24,289][root][INFO] - Eval batch: 4800 [2020-11-13 20:56:26,142][root][INFO] - Eval batch: 4810 [2020-11-13 20:56:28,017][root][INFO] - Eval batch: 4820 [2020-11-13 20:56:29,867][root][INFO] - Eval batch: 4830 [2020-11-13 20:56:31,722][root][INFO] - Eval batch: 4840 [2020-11-13 20:56:33,551][root][INFO] - Eval batch: 4850 [2020-11-13 20:56:35,368][root][INFO] - Eval batch: 4860 [2020-11-13 20:56:37,192][root][INFO] - Eval batch: 4870 [2020-11-13 20:56:39,051][root][INFO] - Eval batch: 4880 [2020-11-13 20:56:40,850][root][INFO] - Eval batch: 4890 [2020-11-13 20:56:42,657][root][INFO] - Eval batch: 4900 [2020-11-13 20:56:44,448][root][INFO] - Eval batch: 4910 [2020-11-13 20:56:46,329][root][INFO] - Eval batch: 4920 [2020-11-13 20:56:48,200][root][INFO] - Eval batch: 4930 [2020-11-13 20:56:50,022][root][INFO] - Eval batch: 4940 [2020-11-13 20:56:51,911][root][INFO] - Eval batch: 4950 [2020-11-13 20:56:53,830][root][INFO] - Eval batch: 4960 [2020-11-13 20:56:55,757][root][INFO] - Eval batch: 4970 [2020-11-13 20:56:57,634][root][INFO] - Eval batch: 4980 [2020-11-13 20:56:59,422][root][INFO] - Eval batch: 4990 [2020-11-13 20:57:01,325][root][INFO] - Eval batch: 5000 [2020-11-13 20:57:03,163][root][INFO] - Eval batch: 5010 [2020-11-13 20:57:05,052][root][INFO] - Eval batch: 5020 [2020-11-13 20:57:06,894][root][INFO] - Eval batch: 5030 [2020-11-13 20:57:08,744][root][INFO] - Eval batch: 5040 [2020-11-13 20:57:10,602][root][INFO] - eval mean box_loss: 0.224987 [2020-11-13 20:57:10,603][root][INFO] - eval mean center_loss: 0.042494 [2020-11-13 20:57:10,603][root][INFO] - eval mean heading_cls_loss: 0.729378 [2020-11-13 20:57:10,603][root][INFO] - eval mean heading_reg_loss: 0.040138 [2020-11-13 20:57:10,604][root][INFO] - eval mean loss: 5.470760 [2020-11-13 20:57:10,604][root][INFO] - eval mean neg_ratio: 0.706428 [2020-11-13 20:57:10,605][root][INFO] - eval mean obj_acc: 0.925414 [2020-11-13 20:57:10,605][root][INFO] - eval mean objectness_loss: 0.083592 [2020-11-13 20:57:10,605][root][INFO] - eval mean pos_ratio: 0.153823 [2020-11-13 20:57:10,606][root][INFO] - eval mean sem_cls_loss: 0.461615 [2020-11-13 20:57:10,606][root][INFO] - eval mean size_cls_loss: 0.460791 [2020-11-13 20:57:10,606][root][INFO] - eval mean size_reg_loss: 0.023338 [2020-11-13 20:57:10,607][root][INFO] - eval mean vote_loss: 0.234132 [2020-11-13 20:58:04,326][root][INFO] - eval bed Average Precision: 0.521229 [2020-11-13 20:58:04,327][root][INFO] - eval table Average Precision: 0.197892 [2020-11-13 20:58:04,327][root][INFO] - eval sofa Average Precision: 0.543479 [2020-11-13 20:58:04,327][root][INFO] - eval chair Average Precision: 0.526388 [2020-11-13 20:58:04,327][root][INFO] - eval toilet Average Precision: 0.645243 [2020-11-13 20:58:04,327][root][INFO] - eval desk Average Precision: 0.059743 [2020-11-13 20:58:04,327][root][INFO] - eval dresser Average Precision: 0.152580 [2020-11-13 20:58:04,327][root][INFO] - eval night_stand Average Precision: 0.356100 [2020-11-13 20:58:04,328][root][INFO] - eval bookshelf Average Precision: 0.062749 [2020-11-13 20:58:04,328][root][INFO] - eval bathtub Average Precision: 0.308766 [2020-11-13 20:58:04,328][root][INFO] - eval mAP: 0.337417 [2020-11-13 20:58:04,328][root][INFO] - eval bed Recall: 0.633517 [2020-11-13 20:58:04,328][root][INFO] - eval table Recall: 0.397137 [2020-11-13 20:58:04,328][root][INFO] - eval sofa Recall: 0.685446 [2020-11-13 20:58:04,328][root][INFO] - eval chair Recall: 0.648203 [2020-11-13 20:58:04,328][root][INFO] - eval toilet Recall: 0.721854 [2020-11-13 20:58:04,328][root][INFO] - eval desk Recall: 0.281849 [2020-11-13 20:58:04,328][root][INFO] - eval dresser Recall: 0.379630 [2020-11-13 20:58:04,328][root][INFO] - eval night_stand Recall: 0.574803 [2020-11-13 20:58:04,328][root][INFO] - eval bookshelf Recall: 0.197324 [2020-11-13 20:58:04,328][root][INFO] - eval bathtub Recall: 0.442308 [2020-11-13 20:58:04,328][root][INFO] - eval AR: 0.496207 [2020-11-13 20:58:04,329][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 20:58:06,014][root][INFO] - **** EPOCH 110 **** [2020-11-13 20:58:06,015][root][INFO] - Current learning rate: 0.000100 [2020-11-13 20:58:06,015][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 20:58:06,015][root][INFO] - 2020-11-13 20:58:06.015538 [2020-11-13 20:59:02,988][root][INFO] - ---- batch: 010 ---- [2020-11-13 20:59:02,993][root][INFO] - mean box_loss: 0.179252 [2020-11-13 20:59:02,993][root][INFO] - mean center_loss: 0.032589 [2020-11-13 20:59:02,993][root][INFO] - mean heading_cls_loss: 0.658735 [2020-11-13 20:59:02,993][root][INFO] - mean heading_reg_loss: 0.042054 [2020-11-13 20:59:02,993][root][INFO] - mean loss: 4.468157 [2020-11-13 20:59:02,993][root][INFO] - mean neg_ratio: 0.721997 [2020-11-13 20:59:02,993][root][INFO] - mean obj_acc: 0.947595 [2020-11-13 20:59:02,993][root][INFO] - mean objectness_loss: 0.043414 [2020-11-13 20:59:02,994][root][INFO] - mean pos_ratio: 0.143445 [2020-11-13 20:59:02,994][root][INFO] - mean sem_cls_loss: 0.192899 [2020-11-13 20:59:02,994][root][INFO] - mean size_cls_loss: 0.193154 [2020-11-13 20:59:02,994][root][INFO] - mean size_reg_loss: 0.019421 [2020-11-13 20:59:02,994][root][INFO] - mean vote_loss: 0.226567 [2020-11-13 20:59:53,725][root][INFO] - ---- batch: 020 ---- [2020-11-13 20:59:53,734][root][INFO] - mean box_loss: 0.186283 [2020-11-13 20:59:53,735][root][INFO] - mean center_loss: 0.033574 [2020-11-13 20:59:53,735][root][INFO] - mean heading_cls_loss: 0.710242 [2020-11-13 20:59:53,735][root][INFO] - mean heading_reg_loss: 0.042807 [2020-11-13 20:59:53,735][root][INFO] - mean loss: 4.400513 [2020-11-13 20:59:53,735][root][INFO] - mean neg_ratio: 0.734430 [2020-11-13 20:59:53,735][root][INFO] - mean obj_acc: 0.944263 [2020-11-13 20:59:53,735][root][INFO] - mean objectness_loss: 0.044340 [2020-11-13 20:59:53,735][root][INFO] - mean pos_ratio: 0.145966 [2020-11-13 20:59:53,735][root][INFO] - mean sem_cls_loss: 0.163987 [2020-11-13 20:59:53,735][root][INFO] - mean size_cls_loss: 0.164325 [2020-11-13 20:59:53,735][root][INFO] - mean size_reg_loss: 0.022445 [2020-11-13 20:59:53,735][root][INFO] - mean vote_loss: 0.215200 [2020-11-13 21:00:45,194][root][INFO] - ---- batch: 030 ---- [2020-11-13 21:00:45,200][root][INFO] - mean box_loss: 0.182979 [2020-11-13 21:00:45,200][root][INFO] - mean center_loss: 0.030979 [2020-11-13 21:00:45,201][root][INFO] - mean heading_cls_loss: 0.689061 [2020-11-13 21:00:45,201][root][INFO] - mean heading_reg_loss: 0.042435 [2020-11-13 21:00:45,201][root][INFO] - mean loss: 4.292257 [2020-11-13 21:00:45,201][root][INFO] - mean neg_ratio: 0.715472 [2020-11-13 21:00:45,201][root][INFO] - mean obj_acc: 0.955940 [2020-11-13 21:00:45,201][root][INFO] - mean objectness_loss: 0.038447 [2020-11-13 21:00:45,201][root][INFO] - mean pos_ratio: 0.149359 [2020-11-13 21:00:45,201][root][INFO] - mean sem_cls_loss: 0.180694 [2020-11-13 21:00:45,201][root][INFO] - mean size_cls_loss: 0.181281 [2020-11-13 21:00:45,201][root][INFO] - mean size_reg_loss: 0.022531 [2020-11-13 21:00:45,201][root][INFO] - mean vote_loss: 0.208953 [2020-11-13 21:01:34,852][root][INFO] - ---- batch: 040 ---- [2020-11-13 21:01:34,857][root][INFO] - mean box_loss: 0.183120 [2020-11-13 21:01:34,858][root][INFO] - mean center_loss: 0.036165 [2020-11-13 21:01:34,858][root][INFO] - mean heading_cls_loss: 0.646752 [2020-11-13 21:01:34,858][root][INFO] - mean heading_reg_loss: 0.042737 [2020-11-13 21:01:34,858][root][INFO] - mean loss: 4.235042 [2020-11-13 21:01:34,858][root][INFO] - mean neg_ratio: 0.731506 [2020-11-13 21:01:34,858][root][INFO] - mean obj_acc: 0.941888 [2020-11-13 21:01:34,858][root][INFO] - mean objectness_loss: 0.044903 [2020-11-13 21:01:34,858][root][INFO] - mean pos_ratio: 0.147662 [2020-11-13 21:01:34,858][root][INFO] - mean sem_cls_loss: 0.181810 [2020-11-13 21:01:34,858][root][INFO] - mean size_cls_loss: 0.181646 [2020-11-13 21:01:34,858][root][INFO] - mean size_reg_loss: 0.021378 [2020-11-13 21:01:34,858][root][INFO] - mean vote_loss: 0.199752 [2020-11-13 21:02:26,897][root][INFO] - ---- batch: 050 ---- [2020-11-13 21:02:26,904][root][INFO] - mean box_loss: 0.182962 [2020-11-13 21:02:26,904][root][INFO] - mean center_loss: 0.037288 [2020-11-13 21:02:26,904][root][INFO] - mean heading_cls_loss: 0.668575 [2020-11-13 21:02:26,905][root][INFO] - mean heading_reg_loss: 0.042328 [2020-11-13 21:02:26,905][root][INFO] - mean loss: 4.319301 [2020-11-13 21:02:26,905][root][INFO] - mean neg_ratio: 0.739630 [2020-11-13 21:02:26,905][root][INFO] - mean obj_acc: 0.946580 [2020-11-13 21:02:26,905][root][INFO] - mean objectness_loss: 0.042270 [2020-11-13 21:02:26,905][root][INFO] - mean pos_ratio: 0.137775 [2020-11-13 21:02:26,905][root][INFO] - mean sem_cls_loss: 0.163285 [2020-11-13 21:02:26,905][root][INFO] - mean size_cls_loss: 0.162704 [2020-11-13 21:02:26,905][root][INFO] - mean size_reg_loss: 0.020217 [2020-11-13 21:02:26,905][root][INFO] - mean vote_loss: 0.211505 [2020-11-13 21:03:18,746][root][INFO] - ---- batch: 060 ---- [2020-11-13 21:03:18,752][root][INFO] - mean box_loss: 0.174159 [2020-11-13 21:03:18,753][root][INFO] - mean center_loss: 0.032406 [2020-11-13 21:03:18,753][root][INFO] - mean heading_cls_loss: 0.593428 [2020-11-13 21:03:18,753][root][INFO] - mean heading_reg_loss: 0.038679 [2020-11-13 21:03:18,753][root][INFO] - mean loss: 4.367132 [2020-11-13 21:03:18,753][root][INFO] - mean neg_ratio: 0.731738 [2020-11-13 21:03:18,753][root][INFO] - mean obj_acc: 0.945472 [2020-11-13 21:03:18,753][root][INFO] - mean objectness_loss: 0.046052 [2020-11-13 21:03:18,753][root][INFO] - mean pos_ratio: 0.143616 [2020-11-13 21:03:18,753][root][INFO] - mean sem_cls_loss: 0.175181 [2020-11-13 21:03:18,754][root][INFO] - mean size_cls_loss: 0.174553 [2020-11-13 21:03:18,754][root][INFO] - mean size_reg_loss: 0.026276 [2020-11-13 21:03:18,754][root][INFO] - mean vote_loss: 0.222010 [2020-11-13 21:04:09,410][root][INFO] - ---- batch: 070 ---- [2020-11-13 21:04:09,429][root][INFO] - mean box_loss: 0.184109 [2020-11-13 21:04:09,430][root][INFO] - mean center_loss: 0.034153 [2020-11-13 21:04:09,430][root][INFO] - mean heading_cls_loss: 0.663010 [2020-11-13 21:04:09,431][root][INFO] - mean heading_reg_loss: 0.045607 [2020-11-13 21:04:09,431][root][INFO] - mean loss: 4.273608 [2020-11-13 21:04:09,431][root][INFO] - mean neg_ratio: 0.730402 [2020-11-13 21:04:09,431][root][INFO] - mean obj_acc: 0.949457 [2020-11-13 21:04:09,431][root][INFO] - mean objectness_loss: 0.042107 [2020-11-13 21:04:09,431][root][INFO] - mean pos_ratio: 0.147601 [2020-11-13 21:04:09,431][root][INFO] - mean sem_cls_loss: 0.183365 [2020-11-13 21:04:09,431][root][INFO] - mean size_cls_loss: 0.184306 [2020-11-13 21:04:09,431][root][INFO] - mean size_reg_loss: 0.019618 [2020-11-13 21:04:09,431][root][INFO] - mean vote_loss: 0.203862 [2020-11-13 21:04:57,730][root][INFO] - ---- batch: 080 ---- [2020-11-13 21:04:57,742][root][INFO] - mean box_loss: 0.193230 [2020-11-13 21:04:57,743][root][INFO] - mean center_loss: 0.037350 [2020-11-13 21:04:57,744][root][INFO] - mean heading_cls_loss: 0.724498 [2020-11-13 21:04:57,744][root][INFO] - mean heading_reg_loss: 0.044797 [2020-11-13 21:04:57,744][root][INFO] - mean loss: 4.440107 [2020-11-13 21:04:57,744][root][INFO] - mean neg_ratio: 0.728156 [2020-11-13 21:04:57,744][root][INFO] - mean obj_acc: 0.946454 [2020-11-13 21:04:57,744][root][INFO] - mean objectness_loss: 0.046074 [2020-11-13 21:04:57,744][root][INFO] - mean pos_ratio: 0.145044 [2020-11-13 21:04:57,744][root][INFO] - mean sem_cls_loss: 0.172055 [2020-11-13 21:04:57,744][root][INFO] - mean size_cls_loss: 0.172484 [2020-11-13 21:04:57,744][root][INFO] - mean size_reg_loss: 0.021386 [2020-11-13 21:04:57,744][root][INFO] - mean vote_loss: 0.210538 [2020-11-13 21:05:11,435][root][INFO] - **** EPOCH 111 **** [2020-11-13 21:05:11,436][root][INFO] - Current learning rate: 0.000100 [2020-11-13 21:05:11,437][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 21:05:11,437][root][INFO] - 2020-11-13 21:05:11.437123 [2020-11-13 21:06:06,576][root][INFO] - ---- batch: 010 ---- [2020-11-13 21:06:06,582][root][INFO] - mean box_loss: 0.178439 [2020-11-13 21:06:06,582][root][INFO] - mean center_loss: 0.032013 [2020-11-13 21:06:06,582][root][INFO] - mean heading_cls_loss: 0.642136 [2020-11-13 21:06:06,582][root][INFO] - mean heading_reg_loss: 0.043142 [2020-11-13 21:06:06,582][root][INFO] - mean loss: 4.319338 [2020-11-13 21:06:06,582][root][INFO] - mean neg_ratio: 0.729834 [2020-11-13 21:06:06,583][root][INFO] - mean obj_acc: 0.944917 [2020-11-13 21:06:06,583][root][INFO] - mean objectness_loss: 0.042922 [2020-11-13 21:06:06,583][root][INFO] - mean pos_ratio: 0.142914 [2020-11-13 21:06:06,583][root][INFO] - mean sem_cls_loss: 0.172544 [2020-11-13 21:06:06,583][root][INFO] - mean size_cls_loss: 0.171484 [2020-11-13 21:06:06,583][root][INFO] - mean size_reg_loss: 0.021922 [2020-11-13 21:06:06,583][root][INFO] - mean vote_loss: 0.214780 [2020-11-13 21:06:57,489][root][INFO] - ---- batch: 020 ---- [2020-11-13 21:06:57,494][root][INFO] - mean box_loss: 0.185206 [2020-11-13 21:06:57,494][root][INFO] - mean center_loss: 0.032720 [2020-11-13 21:06:57,495][root][INFO] - mean heading_cls_loss: 0.703408 [2020-11-13 21:06:57,495][root][INFO] - mean heading_reg_loss: 0.041242 [2020-11-13 21:06:57,495][root][INFO] - mean loss: 4.254970 [2020-11-13 21:06:57,495][root][INFO] - mean neg_ratio: 0.722571 [2020-11-13 21:06:57,495][root][INFO] - mean obj_acc: 0.954568 [2020-11-13 21:06:57,495][root][INFO] - mean objectness_loss: 0.043093 [2020-11-13 21:06:57,495][root][INFO] - mean pos_ratio: 0.148334 [2020-11-13 21:06:57,495][root][INFO] - mean sem_cls_loss: 0.187882 [2020-11-13 21:06:57,495][root][INFO] - mean size_cls_loss: 0.188154 [2020-11-13 21:06:57,495][root][INFO] - mean size_reg_loss: 0.022088 [2020-11-13 21:06:57,495][root][INFO] - mean vote_loss: 0.199956 [2020-11-13 21:07:49,392][root][INFO] - ---- batch: 030 ---- [2020-11-13 21:07:49,397][root][INFO] - mean box_loss: 0.183824 [2020-11-13 21:07:49,397][root][INFO] - mean center_loss: 0.036164 [2020-11-13 21:07:49,397][root][INFO] - mean heading_cls_loss: 0.679657 [2020-11-13 21:07:49,397][root][INFO] - mean heading_reg_loss: 0.043459 [2020-11-13 21:07:49,397][root][INFO] - mean loss: 4.284262 [2020-11-13 21:07:49,397][root][INFO] - mean neg_ratio: 0.732245 [2020-11-13 21:07:49,397][root][INFO] - mean obj_acc: 0.945461 [2020-11-13 21:07:49,397][root][INFO] - mean objectness_loss: 0.044886 [2020-11-13 21:07:49,397][root][INFO] - mean pos_ratio: 0.146570 [2020-11-13 21:07:49,397][root][INFO] - mean sem_cls_loss: 0.180938 [2020-11-13 21:07:49,397][root][INFO] - mean size_cls_loss: 0.180412 [2020-11-13 21:07:49,397][root][INFO] - mean size_reg_loss: 0.018194 [2020-11-13 21:07:49,398][root][INFO] - mean vote_loss: 0.204066 [2020-11-13 21:08:40,101][root][INFO] - ---- batch: 040 ---- [2020-11-13 21:08:40,105][root][INFO] - mean box_loss: 0.169539 [2020-11-13 21:08:40,105][root][INFO] - mean center_loss: 0.030720 [2020-11-13 21:08:40,105][root][INFO] - mean heading_cls_loss: 0.632229 [2020-11-13 21:08:40,105][root][INFO] - mean heading_reg_loss: 0.040750 [2020-11-13 21:08:40,106][root][INFO] - mean loss: 4.137224 [2020-11-13 21:08:40,106][root][INFO] - mean neg_ratio: 0.733282 [2020-11-13 21:08:40,106][root][INFO] - mean obj_acc: 0.947598 [2020-11-13 21:08:40,106][root][INFO] - mean objectness_loss: 0.040133 [2020-11-13 21:08:40,106][root][INFO] - mean pos_ratio: 0.146783 [2020-11-13 21:08:40,106][root][INFO] - mean sem_cls_loss: 0.167058 [2020-11-13 21:08:40,106][root][INFO] - mean size_cls_loss: 0.166776 [2020-11-13 21:08:40,106][root][INFO] - mean size_reg_loss: 0.018168 [2020-11-13 21:08:40,106][root][INFO] - mean vote_loss: 0.207411 [2020-11-13 21:09:31,350][root][INFO] - ---- batch: 050 ---- [2020-11-13 21:09:31,356][root][INFO] - mean box_loss: 0.190858 [2020-11-13 21:09:31,357][root][INFO] - mean center_loss: 0.035463 [2020-11-13 21:09:31,357][root][INFO] - mean heading_cls_loss: 0.709331 [2020-11-13 21:09:31,357][root][INFO] - mean heading_reg_loss: 0.044334 [2020-11-13 21:09:31,357][root][INFO] - mean loss: 4.647641 [2020-11-13 21:09:31,357][root][INFO] - mean neg_ratio: 0.738641 [2020-11-13 21:09:31,358][root][INFO] - mean obj_acc: 0.940899 [2020-11-13 21:09:31,358][root][INFO] - mean objectness_loss: 0.045815 [2020-11-13 21:09:31,358][root][INFO] - mean pos_ratio: 0.137244 [2020-11-13 21:09:31,358][root][INFO] - mean sem_cls_loss: 0.178255 [2020-11-13 21:09:31,358][root][INFO] - mean size_cls_loss: 0.178366 [2020-11-13 21:09:31,358][root][INFO] - mean size_reg_loss: 0.022291 [2020-11-13 21:09:31,358][root][INFO] - mean vote_loss: 0.233174 [2020-11-13 21:10:23,000][root][INFO] - ---- batch: 060 ---- [2020-11-13 21:10:23,006][root][INFO] - mean box_loss: 0.198062 [2020-11-13 21:10:23,006][root][INFO] - mean center_loss: 0.033444 [2020-11-13 21:10:23,006][root][INFO] - mean heading_cls_loss: 0.756669 [2020-11-13 21:10:23,007][root][INFO] - mean heading_reg_loss: 0.046795 [2020-11-13 21:10:23,007][root][INFO] - mean loss: 4.627520 [2020-11-13 21:10:23,007][root][INFO] - mean neg_ratio: 0.725232 [2020-11-13 21:10:23,007][root][INFO] - mean obj_acc: 0.951530 [2020-11-13 21:10:23,007][root][INFO] - mean objectness_loss: 0.043993 [2020-11-13 21:10:23,007][root][INFO] - mean pos_ratio: 0.146997 [2020-11-13 21:10:23,007][root][INFO] - mean sem_cls_loss: 0.203877 [2020-11-13 21:10:23,007][root][INFO] - mean size_cls_loss: 0.203859 [2020-11-13 21:10:23,007][root][INFO] - mean size_reg_loss: 0.021770 [2020-11-13 21:10:23,007][root][INFO] - mean vote_loss: 0.222306 [2020-11-13 21:11:12,378][root][INFO] - ---- batch: 070 ---- [2020-11-13 21:11:12,383][root][INFO] - mean box_loss: 0.182158 [2020-11-13 21:11:12,384][root][INFO] - mean center_loss: 0.039429 [2020-11-13 21:11:12,384][root][INFO] - mean heading_cls_loss: 0.614810 [2020-11-13 21:11:12,384][root][INFO] - mean heading_reg_loss: 0.041006 [2020-11-13 21:11:12,384][root][INFO] - mean loss: 4.280831 [2020-11-13 21:11:12,384][root][INFO] - mean neg_ratio: 0.727344 [2020-11-13 21:11:12,384][root][INFO] - mean obj_acc: 0.951520 [2020-11-13 21:11:12,384][root][INFO] - mean objectness_loss: 0.041816 [2020-11-13 21:11:12,384][root][INFO] - mean pos_ratio: 0.151300 [2020-11-13 21:11:12,384][root][INFO] - mean sem_cls_loss: 0.193238 [2020-11-13 21:11:12,384][root][INFO] - mean size_cls_loss: 0.193016 [2020-11-13 21:11:12,385][root][INFO] - mean size_reg_loss: 0.020941 [2020-11-13 21:11:12,385][root][INFO] - mean vote_loss: 0.205693 [2020-11-13 21:12:02,744][root][INFO] - ---- batch: 080 ---- [2020-11-13 21:12:02,751][root][INFO] - mean box_loss: 0.192225 [2020-11-13 21:12:02,751][root][INFO] - mean center_loss: 0.038702 [2020-11-13 21:12:02,751][root][INFO] - mean heading_cls_loss: 0.664191 [2020-11-13 21:12:02,752][root][INFO] - mean heading_reg_loss: 0.044050 [2020-11-13 21:12:02,752][root][INFO] - mean loss: 4.506747 [2020-11-13 21:12:02,752][root][INFO] - mean neg_ratio: 0.729266 [2020-11-13 21:12:02,752][root][INFO] - mean obj_acc: 0.949515 [2020-11-13 21:12:02,752][root][INFO] - mean objectness_loss: 0.043602 [2020-11-13 21:12:02,752][root][INFO] - mean pos_ratio: 0.141058 [2020-11-13 21:12:02,752][root][INFO] - mean sem_cls_loss: 0.193905 [2020-11-13 21:12:02,752][root][INFO] - mean size_cls_loss: 0.193938 [2020-11-13 21:12:02,752][root][INFO] - mean size_reg_loss: 0.023660 [2020-11-13 21:12:02,752][root][INFO] - mean vote_loss: 0.217258 [2020-11-13 21:12:16,540][root][INFO] - **** EPOCH 112 **** [2020-11-13 21:12:16,542][root][INFO] - Current learning rate: 0.000100 [2020-11-13 21:12:16,542][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 21:12:16,542][root][INFO] - 2020-11-13 21:12:16.542476 [2020-11-13 21:13:12,387][root][INFO] - ---- batch: 010 ---- [2020-11-13 21:13:12,393][root][INFO] - mean box_loss: 0.188805 [2020-11-13 21:13:12,393][root][INFO] - mean center_loss: 0.031382 [2020-11-13 21:13:12,393][root][INFO] - mean heading_cls_loss: 0.693388 [2020-11-13 21:13:12,393][root][INFO] - mean heading_reg_loss: 0.044713 [2020-11-13 21:13:12,393][root][INFO] - mean loss: 4.519309 [2020-11-13 21:13:12,393][root][INFO] - mean neg_ratio: 0.719751 [2020-11-13 21:13:12,393][root][INFO] - mean obj_acc: 0.947564 [2020-11-13 21:13:12,393][root][INFO] - mean objectness_loss: 0.047869 [2020-11-13 21:13:12,393][root][INFO] - mean pos_ratio: 0.153217 [2020-11-13 21:13:12,393][root][INFO] - mean sem_cls_loss: 0.221979 [2020-11-13 21:13:12,393][root][INFO] - mean size_cls_loss: 0.222295 [2020-11-13 21:13:12,393][root][INFO] - mean size_reg_loss: 0.021141 [2020-11-13 21:13:12,393][root][INFO] - mean vote_loss: 0.216994 [2020-11-13 21:14:02,838][root][INFO] - ---- batch: 020 ---- [2020-11-13 21:14:02,843][root][INFO] - mean box_loss: 0.174682 [2020-11-13 21:14:02,843][root][INFO] - mean center_loss: 0.034426 [2020-11-13 21:14:02,843][root][INFO] - mean heading_cls_loss: 0.608591 [2020-11-13 21:14:02,843][root][INFO] - mean heading_reg_loss: 0.040539 [2020-11-13 21:14:02,843][root][INFO] - mean loss: 4.169124 [2020-11-13 21:14:02,843][root][INFO] - mean neg_ratio: 0.742664 [2020-11-13 21:14:02,843][root][INFO] - mean obj_acc: 0.946413 [2020-11-13 21:14:02,843][root][INFO] - mean objectness_loss: 0.042447 [2020-11-13 21:14:02,843][root][INFO] - mean pos_ratio: 0.141052 [2020-11-13 21:14:02,843][root][INFO] - mean sem_cls_loss: 0.178510 [2020-11-13 21:14:02,843][root][INFO] - mean size_cls_loss: 0.178672 [2020-11-13 21:14:02,843][root][INFO] - mean size_reg_loss: 0.020991 [2020-11-13 21:14:02,843][root][INFO] - mean vote_loss: 0.203156 [2020-11-13 21:14:53,004][root][INFO] - ---- batch: 030 ---- [2020-11-13 21:14:53,009][root][INFO] - mean box_loss: 0.184777 [2020-11-13 21:14:53,009][root][INFO] - mean center_loss: 0.033398 [2020-11-13 21:14:53,009][root][INFO] - mean heading_cls_loss: 0.664677 [2020-11-13 21:14:53,009][root][INFO] - mean heading_reg_loss: 0.044089 [2020-11-13 21:14:53,009][root][INFO] - mean loss: 4.333280 [2020-11-13 21:14:53,009][root][INFO] - mean neg_ratio: 0.725452 [2020-11-13 21:14:53,009][root][INFO] - mean obj_acc: 0.949345 [2020-11-13 21:14:53,009][root][INFO] - mean objectness_loss: 0.043147 [2020-11-13 21:14:53,009][root][INFO] - mean pos_ratio: 0.146088 [2020-11-13 21:14:53,010][root][INFO] - mean sem_cls_loss: 0.181768 [2020-11-13 21:14:53,010][root][INFO] - mean size_cls_loss: 0.182654 [2020-11-13 21:14:53,010][root][INFO] - mean size_reg_loss: 0.022557 [2020-11-13 21:14:53,010][root][INFO] - mean vote_loss: 0.208801 [2020-11-13 21:15:45,159][root][INFO] - ---- batch: 040 ---- [2020-11-13 21:15:45,164][root][INFO] - mean box_loss: 0.188130 [2020-11-13 21:15:45,164][root][INFO] - mean center_loss: 0.036932 [2020-11-13 21:15:45,164][root][INFO] - mean heading_cls_loss: 0.700755 [2020-11-13 21:15:45,164][root][INFO] - mean heading_reg_loss: 0.042735 [2020-11-13 21:15:45,164][root][INFO] - mean loss: 4.409353 [2020-11-13 21:15:45,164][root][INFO] - mean neg_ratio: 0.742773 [2020-11-13 21:15:45,164][root][INFO] - mean obj_acc: 0.951040 [2020-11-13 21:15:45,164][root][INFO] - mean objectness_loss: 0.041157 [2020-11-13 21:15:45,165][root][INFO] - mean pos_ratio: 0.136499 [2020-11-13 21:15:45,165][root][INFO] - mean sem_cls_loss: 0.179177 [2020-11-13 21:15:45,165][root][INFO] - mean size_cls_loss: 0.179108 [2020-11-13 21:15:45,165][root][INFO] - mean size_reg_loss: 0.020476 [2020-11-13 21:15:45,165][root][INFO] - mean vote_loss: 0.214310 [2020-11-13 21:16:36,927][root][INFO] - ---- batch: 050 ---- [2020-11-13 21:16:36,932][root][INFO] - mean box_loss: 0.186198 [2020-11-13 21:16:36,932][root][INFO] - mean center_loss: 0.032430 [2020-11-13 21:16:36,932][root][INFO] - mean heading_cls_loss: 0.714815 [2020-11-13 21:16:36,932][root][INFO] - mean heading_reg_loss: 0.043790 [2020-11-13 21:16:36,932][root][INFO] - mean loss: 4.315448 [2020-11-13 21:16:36,932][root][INFO] - mean neg_ratio: 0.727765 [2020-11-13 21:16:36,932][root][INFO] - mean obj_acc: 0.952561 [2020-11-13 21:16:36,932][root][INFO] - mean objectness_loss: 0.043253 [2020-11-13 21:16:36,932][root][INFO] - mean pos_ratio: 0.147577 [2020-11-13 21:16:36,932][root][INFO] - mean sem_cls_loss: 0.173758 [2020-11-13 21:16:36,932][root][INFO] - mean size_cls_loss: 0.173830 [2020-11-13 21:16:36,932][root][INFO] - mean size_reg_loss: 0.021113 [2020-11-13 21:16:36,933][root][INFO] - mean vote_loss: 0.206345 [2020-11-13 21:17:29,473][root][INFO] - ---- batch: 060 ---- [2020-11-13 21:17:29,479][root][INFO] - mean box_loss: 0.192797 [2020-11-13 21:17:29,479][root][INFO] - mean center_loss: 0.037649 [2020-11-13 21:17:29,480][root][INFO] - mean heading_cls_loss: 0.725376 [2020-11-13 21:17:29,480][root][INFO] - mean heading_reg_loss: 0.040026 [2020-11-13 21:17:29,480][root][INFO] - mean loss: 4.747279 [2020-11-13 21:17:29,480][root][INFO] - mean neg_ratio: 0.734631 [2020-11-13 21:17:29,480][root][INFO] - mean obj_acc: 0.949547 [2020-11-13 21:17:29,480][root][INFO] - mean objectness_loss: 0.041143 [2020-11-13 21:17:29,481][root][INFO] - mean pos_ratio: 0.136316 [2020-11-13 21:17:29,481][root][INFO] - mean sem_cls_loss: 0.196723 [2020-11-13 21:17:29,481][root][INFO] - mean size_cls_loss: 0.196816 [2020-11-13 21:17:29,481][root][INFO] - mean size_reg_loss: 0.022903 [2020-11-13 21:17:29,481][root][INFO] - mean vote_loss: 0.241687 [2020-11-13 21:18:19,325][root][INFO] - ---- batch: 070 ---- [2020-11-13 21:18:19,332][root][INFO] - mean box_loss: 0.179006 [2020-11-13 21:18:19,332][root][INFO] - mean center_loss: 0.037212 [2020-11-13 21:18:19,332][root][INFO] - mean heading_cls_loss: 0.621178 [2020-11-13 21:18:19,333][root][INFO] - mean heading_reg_loss: 0.041314 [2020-11-13 21:18:19,333][root][INFO] - mean loss: 4.239407 [2020-11-13 21:18:19,333][root][INFO] - mean neg_ratio: 0.738092 [2020-11-13 21:18:19,333][root][INFO] - mean obj_acc: 0.944048 [2020-11-13 21:18:19,333][root][INFO] - mean objectness_loss: 0.042781 [2020-11-13 21:18:19,333][root][INFO] - mean pos_ratio: 0.138593 [2020-11-13 21:18:19,333][root][INFO] - mean sem_cls_loss: 0.169022 [2020-11-13 21:18:19,333][root][INFO] - mean size_cls_loss: 0.169418 [2020-11-13 21:18:19,333][root][INFO] - mean size_reg_loss: 0.021421 [2020-11-13 21:18:19,333][root][INFO] - mean vote_loss: 0.206642 [2020-11-13 21:19:07,841][root][INFO] - ---- batch: 080 ---- [2020-11-13 21:19:07,847][root][INFO] - mean box_loss: 0.178691 [2020-11-13 21:19:07,848][root][INFO] - mean center_loss: 0.032274 [2020-11-13 21:19:07,848][root][INFO] - mean heading_cls_loss: 0.615953 [2020-11-13 21:19:07,848][root][INFO] - mean heading_reg_loss: 0.048093 [2020-11-13 21:19:07,848][root][INFO] - mean loss: 4.271301 [2020-11-13 21:19:07,848][root][INFO] - mean neg_ratio: 0.740210 [2020-11-13 21:19:07,849][root][INFO] - mean obj_acc: 0.948931 [2020-11-13 21:19:07,849][root][INFO] - mean objectness_loss: 0.041736 [2020-11-13 21:19:07,849][root][INFO] - mean pos_ratio: 0.141028 [2020-11-13 21:19:07,849][root][INFO] - mean sem_cls_loss: 0.161836 [2020-11-13 21:19:07,849][root][INFO] - mean size_cls_loss: 0.161840 [2020-11-13 21:19:07,849][root][INFO] - mean size_reg_loss: 0.020544 [2020-11-13 21:19:07,849][root][INFO] - mean vote_loss: 0.211388 [2020-11-13 21:19:21,988][root][INFO] - **** EPOCH 113 **** [2020-11-13 21:19:21,990][root][INFO] - Current learning rate: 0.000100 [2020-11-13 21:19:21,990][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 21:19:21,990][root][INFO] - 2020-11-13 21:19:21.990180 [2020-11-13 21:20:17,263][root][INFO] - ---- batch: 010 ---- [2020-11-13 21:20:17,268][root][INFO] - mean box_loss: 0.178950 [2020-11-13 21:20:17,268][root][INFO] - mean center_loss: 0.039008 [2020-11-13 21:20:17,268][root][INFO] - mean heading_cls_loss: 0.629065 [2020-11-13 21:20:17,268][root][INFO] - mean heading_reg_loss: 0.038610 [2020-11-13 21:20:17,268][root][INFO] - mean loss: 4.407276 [2020-11-13 21:20:17,269][root][INFO] - mean neg_ratio: 0.731000 [2020-11-13 21:20:17,269][root][INFO] - mean obj_acc: 0.943581 [2020-11-13 21:20:17,269][root][INFO] - mean objectness_loss: 0.047062 [2020-11-13 21:20:17,269][root][INFO] - mean pos_ratio: 0.144116 [2020-11-13 21:20:17,269][root][INFO] - mean sem_cls_loss: 0.167877 [2020-11-13 21:20:17,269][root][INFO] - mean size_cls_loss: 0.168024 [2020-11-13 21:20:17,269][root][INFO] - mean size_reg_loss: 0.021624 [2020-11-13 21:20:17,269][root][INFO] - mean vote_loss: 0.221458 [2020-11-13 21:21:07,141][root][INFO] - ---- batch: 020 ---- [2020-11-13 21:21:07,146][root][INFO] - mean box_loss: 0.187462 [2020-11-13 21:21:07,146][root][INFO] - mean center_loss: 0.033250 [2020-11-13 21:21:07,146][root][INFO] - mean heading_cls_loss: 0.664810 [2020-11-13 21:21:07,146][root][INFO] - mean heading_reg_loss: 0.046872 [2020-11-13 21:21:07,146][root][INFO] - mean loss: 4.424155 [2020-11-13 21:21:07,146][root][INFO] - mean neg_ratio: 0.742426 [2020-11-13 21:21:07,146][root][INFO] - mean obj_acc: 0.956204 [2020-11-13 21:21:07,146][root][INFO] - mean objectness_loss: 0.040201 [2020-11-13 21:21:07,146][root][INFO] - mean pos_ratio: 0.138440 [2020-11-13 21:21:07,146][root][INFO] - mean sem_cls_loss: 0.201299 [2020-11-13 21:21:07,146][root][INFO] - mean size_cls_loss: 0.201271 [2020-11-13 21:21:07,146][root][INFO] - mean size_reg_loss: 0.020732 [2020-11-13 21:21:07,146][root][INFO] - mean vote_loss: 0.214723 [2020-11-13 21:21:58,585][root][INFO] - ---- batch: 030 ---- [2020-11-13 21:21:58,589][root][INFO] - mean box_loss: 0.181101 [2020-11-13 21:21:58,589][root][INFO] - mean center_loss: 0.033999 [2020-11-13 21:21:58,589][root][INFO] - mean heading_cls_loss: 0.676188 [2020-11-13 21:21:58,589][root][INFO] - mean heading_reg_loss: 0.039084 [2020-11-13 21:21:58,589][root][INFO] - mean loss: 4.391594 [2020-11-13 21:21:58,589][root][INFO] - mean neg_ratio: 0.727606 [2020-11-13 21:21:58,590][root][INFO] - mean obj_acc: 0.949753 [2020-11-13 21:21:58,590][root][INFO] - mean objectness_loss: 0.043122 [2020-11-13 21:21:58,590][root][INFO] - mean pos_ratio: 0.145490 [2020-11-13 21:21:58,590][root][INFO] - mean sem_cls_loss: 0.203107 [2020-11-13 21:21:58,590][root][INFO] - mean size_cls_loss: 0.203297 [2020-11-13 21:21:58,590][root][INFO] - mean size_reg_loss: 0.020070 [2020-11-13 21:21:58,590][root][INFO] - mean vote_loss: 0.216187 [2020-11-13 21:22:49,515][root][INFO] - ---- batch: 040 ---- [2020-11-13 21:22:49,520][root][INFO] - mean box_loss: 0.180813 [2020-11-13 21:22:49,520][root][INFO] - mean center_loss: 0.034179 [2020-11-13 21:22:49,520][root][INFO] - mean heading_cls_loss: 0.645249 [2020-11-13 21:22:49,520][root][INFO] - mean heading_reg_loss: 0.040439 [2020-11-13 21:22:49,520][root][INFO] - mean loss: 4.369796 [2020-11-13 21:22:49,520][root][INFO] - mean neg_ratio: 0.728558 [2020-11-13 21:22:49,520][root][INFO] - mean obj_acc: 0.951641 [2020-11-13 21:22:49,520][root][INFO] - mean objectness_loss: 0.041779 [2020-11-13 21:22:49,520][root][INFO] - mean pos_ratio: 0.144434 [2020-11-13 21:22:49,520][root][INFO] - mean sem_cls_loss: 0.180047 [2020-11-13 21:22:49,520][root][INFO] - mean size_cls_loss: 0.179633 [2020-11-13 21:22:49,520][root][INFO] - mean size_reg_loss: 0.023706 [2020-11-13 21:22:49,520][root][INFO] - mean vote_loss: 0.217272 [2020-11-13 21:23:41,997][root][INFO] - ---- batch: 050 ---- [2020-11-13 21:23:42,008][root][INFO] - mean box_loss: 0.192755 [2020-11-13 21:23:42,008][root][INFO] - mean center_loss: 0.033877 [2020-11-13 21:23:42,008][root][INFO] - mean heading_cls_loss: 0.700120 [2020-11-13 21:23:42,008][root][INFO] - mean heading_reg_loss: 0.047567 [2020-11-13 21:23:42,008][root][INFO] - mean loss: 4.407084 [2020-11-13 21:23:42,008][root][INFO] - mean neg_ratio: 0.729761 [2020-11-13 21:23:42,008][root][INFO] - mean obj_acc: 0.953337 [2020-11-13 21:23:42,008][root][INFO] - mean objectness_loss: 0.040588 [2020-11-13 21:23:42,008][root][INFO] - mean pos_ratio: 0.142139 [2020-11-13 21:23:42,008][root][INFO] - mean sem_cls_loss: 0.189689 [2020-11-13 21:23:42,008][root][INFO] - mean size_cls_loss: 0.190106 [2020-11-13 21:23:42,008][root][INFO] - mean size_reg_loss: 0.022288 [2020-11-13 21:23:42,008][root][INFO] - mean vote_loss: 0.208691 [2020-11-13 21:24:32,863][root][INFO] - ---- batch: 060 ---- [2020-11-13 21:24:32,869][root][INFO] - mean box_loss: 0.185723 [2020-11-13 21:24:32,869][root][INFO] - mean center_loss: 0.031916 [2020-11-13 21:24:32,869][root][INFO] - mean heading_cls_loss: 0.711330 [2020-11-13 21:24:32,869][root][INFO] - mean heading_reg_loss: 0.042469 [2020-11-13 21:24:32,869][root][INFO] - mean loss: 4.276094 [2020-11-13 21:24:32,869][root][INFO] - mean neg_ratio: 0.733856 [2020-11-13 21:24:32,869][root][INFO] - mean obj_acc: 0.949350 [2020-11-13 21:24:32,869][root][INFO] - mean objectness_loss: 0.042670 [2020-11-13 21:24:32,869][root][INFO] - mean pos_ratio: 0.144275 [2020-11-13 21:24:32,869][root][INFO] - mean sem_cls_loss: 0.176623 [2020-11-13 21:24:32,869][root][INFO] - mean size_cls_loss: 0.177367 [2020-11-13 21:24:32,869][root][INFO] - mean size_reg_loss: 0.022468 [2020-11-13 21:24:32,870][root][INFO] - mean vote_loss: 0.202890 [2020-11-13 21:25:23,893][root][INFO] - ---- batch: 070 ---- [2020-11-13 21:25:23,899][root][INFO] - mean box_loss: 0.167628 [2020-11-13 21:25:23,899][root][INFO] - mean center_loss: 0.029670 [2020-11-13 21:25:23,900][root][INFO] - mean heading_cls_loss: 0.618595 [2020-11-13 21:25:23,900][root][INFO] - mean heading_reg_loss: 0.040553 [2020-11-13 21:25:23,900][root][INFO] - mean loss: 4.240113 [2020-11-13 21:25:23,900][root][INFO] - mean neg_ratio: 0.736816 [2020-11-13 21:25:23,900][root][INFO] - mean obj_acc: 0.950001 [2020-11-13 21:25:23,900][root][INFO] - mean objectness_loss: 0.043292 [2020-11-13 21:25:23,901][root][INFO] - mean pos_ratio: 0.137628 [2020-11-13 21:25:23,901][root][INFO] - mean sem_cls_loss: 0.164698 [2020-11-13 21:25:23,901][root][INFO] - mean size_cls_loss: 0.164965 [2020-11-13 21:25:23,901][root][INFO] - mean size_reg_loss: 0.019049 [2020-11-13 21:25:23,901][root][INFO] - mean vote_loss: 0.218267 [2020-11-13 21:26:13,409][root][INFO] - ---- batch: 080 ---- [2020-11-13 21:26:13,416][root][INFO] - mean box_loss: 0.196050 [2020-11-13 21:26:13,416][root][INFO] - mean center_loss: 0.034820 [2020-11-13 21:26:13,416][root][INFO] - mean heading_cls_loss: 0.752166 [2020-11-13 21:26:13,417][root][INFO] - mean heading_reg_loss: 0.045389 [2020-11-13 21:26:13,417][root][INFO] - mean loss: 4.463647 [2020-11-13 21:26:13,417][root][INFO] - mean neg_ratio: 0.729120 [2020-11-13 21:26:13,417][root][INFO] - mean obj_acc: 0.955365 [2020-11-13 21:26:13,417][root][INFO] - mean objectness_loss: 0.041689 [2020-11-13 21:26:13,417][root][INFO] - mean pos_ratio: 0.145691 [2020-11-13 21:26:13,417][root][INFO] - mean sem_cls_loss: 0.190939 [2020-11-13 21:26:13,417][root][INFO] - mean size_cls_loss: 0.190906 [2020-11-13 21:26:13,417][root][INFO] - mean size_reg_loss: 0.021533 [2020-11-13 21:26:13,417][root][INFO] - mean vote_loss: 0.210377 [2020-11-13 21:26:27,327][root][INFO] - **** EPOCH 114 **** [2020-11-13 21:26:27,329][root][INFO] - Current learning rate: 0.000100 [2020-11-13 21:26:27,329][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 21:26:27,329][root][INFO] - 2020-11-13 21:26:27.329243 [2020-11-13 21:27:21,978][root][INFO] - ---- batch: 010 ---- [2020-11-13 21:27:21,983][root][INFO] - mean box_loss: 0.180014 [2020-11-13 21:27:21,984][root][INFO] - mean center_loss: 0.036484 [2020-11-13 21:27:21,984][root][INFO] - mean heading_cls_loss: 0.646104 [2020-11-13 21:27:21,984][root][INFO] - mean heading_reg_loss: 0.040221 [2020-11-13 21:27:21,984][root][INFO] - mean loss: 4.214672 [2020-11-13 21:27:21,984][root][INFO] - mean neg_ratio: 0.728925 [2020-11-13 21:27:21,984][root][INFO] - mean obj_acc: 0.947143 [2020-11-13 21:27:21,984][root][INFO] - mean objectness_loss: 0.046383 [2020-11-13 21:27:21,984][root][INFO] - mean pos_ratio: 0.146655 [2020-11-13 21:27:21,984][root][INFO] - mean sem_cls_loss: 0.189197 [2020-11-13 21:27:21,984][root][INFO] - mean size_cls_loss: 0.188835 [2020-11-13 21:27:21,984][root][INFO] - mean size_reg_loss: 0.019815 [2020-11-13 21:27:21,984][root][INFO] - mean vote_loss: 0.199342 [2020-11-13 21:28:11,676][root][INFO] - ---- batch: 020 ---- [2020-11-13 21:28:11,681][root][INFO] - mean box_loss: 0.170962 [2020-11-13 21:28:11,681][root][INFO] - mean center_loss: 0.031558 [2020-11-13 21:28:11,681][root][INFO] - mean heading_cls_loss: 0.620794 [2020-11-13 21:28:11,681][root][INFO] - mean heading_reg_loss: 0.040303 [2020-11-13 21:28:11,681][root][INFO] - mean loss: 4.219371 [2020-11-13 21:28:11,681][root][INFO] - mean neg_ratio: 0.729065 [2020-11-13 21:28:11,681][root][INFO] - mean obj_acc: 0.953326 [2020-11-13 21:28:11,681][root][INFO] - mean objectness_loss: 0.040524 [2020-11-13 21:28:11,681][root][INFO] - mean pos_ratio: 0.144720 [2020-11-13 21:28:11,681][root][INFO] - mean sem_cls_loss: 0.165737 [2020-11-13 21:28:11,681][root][INFO] - mean size_cls_loss: 0.166085 [2020-11-13 21:28:11,681][root][INFO] - mean size_reg_loss: 0.020413 [2020-11-13 21:28:11,681][root][INFO] - mean vote_loss: 0.214139 [2020-11-13 21:29:04,130][root][INFO] - ---- batch: 030 ---- [2020-11-13 21:29:04,135][root][INFO] - mean box_loss: 0.184852 [2020-11-13 21:29:04,135][root][INFO] - mean center_loss: 0.037042 [2020-11-13 21:29:04,135][root][INFO] - mean heading_cls_loss: 0.660126 [2020-11-13 21:29:04,135][root][INFO] - mean heading_reg_loss: 0.042831 [2020-11-13 21:29:04,135][root][INFO] - mean loss: 4.360480 [2020-11-13 21:29:04,135][root][INFO] - mean neg_ratio: 0.733606 [2020-11-13 21:29:04,135][root][INFO] - mean obj_acc: 0.953858 [2020-11-13 21:29:04,136][root][INFO] - mean objectness_loss: 0.040750 [2020-11-13 21:29:04,136][root][INFO] - mean pos_ratio: 0.142603 [2020-11-13 21:29:04,136][root][INFO] - mean sem_cls_loss: 0.173955 [2020-11-13 21:29:04,136][root][INFO] - mean size_cls_loss: 0.173689 [2020-11-13 21:29:04,136][root][INFO] - mean size_reg_loss: 0.021598 [2020-11-13 21:29:04,136][root][INFO] - mean vote_loss: 0.213426 [2020-11-13 21:29:56,518][root][INFO] - ---- batch: 040 ---- [2020-11-13 21:29:56,522][root][INFO] - mean box_loss: 0.169272 [2020-11-13 21:29:56,523][root][INFO] - mean center_loss: 0.031455 [2020-11-13 21:29:56,523][root][INFO] - mean heading_cls_loss: 0.625202 [2020-11-13 21:29:56,523][root][INFO] - mean heading_reg_loss: 0.038123 [2020-11-13 21:29:56,523][root][INFO] - mean loss: 4.081394 [2020-11-13 21:29:56,523][root][INFO] - mean neg_ratio: 0.730359 [2020-11-13 21:29:56,523][root][INFO] - mean obj_acc: 0.951729 [2020-11-13 21:29:56,523][root][INFO] - mean objectness_loss: 0.040915 [2020-11-13 21:29:56,523][root][INFO] - mean pos_ratio: 0.151721 [2020-11-13 21:29:56,523][root][INFO] - mean sem_cls_loss: 0.163297 [2020-11-13 21:29:56,523][root][INFO] - mean size_cls_loss: 0.163345 [2020-11-13 21:29:56,523][root][INFO] - mean size_reg_loss: 0.020840 [2020-11-13 21:29:56,523][root][INFO] - mean vote_loss: 0.202080 [2020-11-13 21:30:47,824][root][INFO] - ---- batch: 050 ---- [2020-11-13 21:30:47,830][root][INFO] - mean box_loss: 0.171819 [2020-11-13 21:30:47,831][root][INFO] - mean center_loss: 0.032571 [2020-11-13 21:30:47,831][root][INFO] - mean heading_cls_loss: 0.629740 [2020-11-13 21:30:47,831][root][INFO] - mean heading_reg_loss: 0.038667 [2020-11-13 21:30:47,831][root][INFO] - mean loss: 4.321168 [2020-11-13 21:30:47,831][root][INFO] - mean neg_ratio: 0.726990 [2020-11-13 21:30:47,831][root][INFO] - mean obj_acc: 0.952540 [2020-11-13 21:30:47,831][root][INFO] - mean objectness_loss: 0.042308 [2020-11-13 21:30:47,831][root][INFO] - mean pos_ratio: 0.148865 [2020-11-13 21:30:47,831][root][INFO] - mean sem_cls_loss: 0.190353 [2020-11-13 21:30:47,831][root][INFO] - mean size_cls_loss: 0.190687 [2020-11-13 21:30:47,831][root][INFO] - mean size_reg_loss: 0.018539 [2020-11-13 21:30:47,831][root][INFO] - mean vote_loss: 0.220109 [2020-11-13 21:31:39,082][root][INFO] - ---- batch: 060 ---- [2020-11-13 21:31:39,088][root][INFO] - mean box_loss: 0.183521 [2020-11-13 21:31:39,088][root][INFO] - mean center_loss: 0.029012 [2020-11-13 21:31:39,089][root][INFO] - mean heading_cls_loss: 0.693944 [2020-11-13 21:31:39,089][root][INFO] - mean heading_reg_loss: 0.046173 [2020-11-13 21:31:39,089][root][INFO] - mean loss: 4.280410 [2020-11-13 21:31:39,089][root][INFO] - mean neg_ratio: 0.730341 [2020-11-13 21:31:39,089][root][INFO] - mean obj_acc: 0.948344 [2020-11-13 21:31:39,089][root][INFO] - mean objectness_loss: 0.042704 [2020-11-13 21:31:39,089][root][INFO] - mean pos_ratio: 0.144250 [2020-11-13 21:31:39,089][root][INFO] - mean sem_cls_loss: 0.171197 [2020-11-13 21:31:39,089][root][INFO] - mean size_cls_loss: 0.171326 [2020-11-13 21:31:39,089][root][INFO] - mean size_reg_loss: 0.021809 [2020-11-13 21:31:39,089][root][INFO] - mean vote_loss: 0.206049 [2020-11-13 21:32:30,585][root][INFO] - ---- batch: 070 ---- [2020-11-13 21:32:30,594][root][INFO] - mean box_loss: 0.186074 [2020-11-13 21:32:30,595][root][INFO] - mean center_loss: 0.030297 [2020-11-13 21:32:30,595][root][INFO] - mean heading_cls_loss: 0.713105 [2020-11-13 21:32:30,595][root][INFO] - mean heading_reg_loss: 0.042441 [2020-11-13 21:32:30,596][root][INFO] - mean loss: 4.409457 [2020-11-13 21:32:30,596][root][INFO] - mean neg_ratio: 0.742139 [2020-11-13 21:32:30,596][root][INFO] - mean obj_acc: 0.947013 [2020-11-13 21:32:30,596][root][INFO] - mean objectness_loss: 0.042940 [2020-11-13 21:32:30,596][root][INFO] - mean pos_ratio: 0.135535 [2020-11-13 21:32:30,596][root][INFO] - mean sem_cls_loss: 0.201870 [2020-11-13 21:32:30,596][root][INFO] - mean size_cls_loss: 0.202710 [2020-11-13 21:32:30,596][root][INFO] - mean size_reg_loss: 0.021754 [2020-11-13 21:32:30,596][root][INFO] - mean vote_loss: 0.213215 [2020-11-13 21:33:19,350][root][INFO] - ---- batch: 080 ---- [2020-11-13 21:33:19,356][root][INFO] - mean box_loss: 0.185125 [2020-11-13 21:33:19,356][root][INFO] - mean center_loss: 0.034909 [2020-11-13 21:33:19,356][root][INFO] - mean heading_cls_loss: 0.708878 [2020-11-13 21:33:19,356][root][INFO] - mean heading_reg_loss: 0.039652 [2020-11-13 21:33:19,357][root][INFO] - mean loss: 4.393446 [2020-11-13 21:33:19,357][root][INFO] - mean neg_ratio: 0.732172 [2020-11-13 21:33:19,357][root][INFO] - mean obj_acc: 0.950525 [2020-11-13 21:33:19,357][root][INFO] - mean objectness_loss: 0.044955 [2020-11-13 21:33:19,357][root][INFO] - mean pos_ratio: 0.145703 [2020-11-13 21:33:19,357][root][INFO] - mean sem_cls_loss: 0.187007 [2020-11-13 21:33:19,357][root][INFO] - mean size_cls_loss: 0.186177 [2020-11-13 21:33:19,357][root][INFO] - mean size_reg_loss: 0.021059 [2020-11-13 21:33:19,357][root][INFO] - mean vote_loss: 0.213041 [2020-11-13 21:33:32,235][root][INFO] - Eval batch: 0 [2020-11-13 21:33:34,110][root][INFO] - Eval batch: 10 [2020-11-13 21:33:35,870][root][INFO] - Eval batch: 20 [2020-11-13 21:33:37,695][root][INFO] - Eval batch: 30 [2020-11-13 21:33:39,581][root][INFO] - Eval batch: 40 [2020-11-13 21:33:41,439][root][INFO] - Eval batch: 50 [2020-11-13 21:33:43,289][root][INFO] - Eval batch: 60 [2020-11-13 21:33:45,169][root][INFO] - Eval batch: 70 [2020-11-13 21:33:46,916][root][INFO] - 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Eval batch: 4580 [2020-11-13 21:47:32,984][root][INFO] - Eval batch: 4590 [2020-11-13 21:47:34,879][root][INFO] - Eval batch: 4600 [2020-11-13 21:47:36,678][root][INFO] - Eval batch: 4610 [2020-11-13 21:47:38,576][root][INFO] - Eval batch: 4620 [2020-11-13 21:47:40,313][root][INFO] - Eval batch: 4630 [2020-11-13 21:47:42,040][root][INFO] - Eval batch: 4640 [2020-11-13 21:47:43,827][root][INFO] - Eval batch: 4650 [2020-11-13 21:47:45,675][root][INFO] - Eval batch: 4660 [2020-11-13 21:47:47,532][root][INFO] - Eval batch: 4670 [2020-11-13 21:47:49,413][root][INFO] - Eval batch: 4680 [2020-11-13 21:47:51,266][root][INFO] - Eval batch: 4690 [2020-11-13 21:47:53,071][root][INFO] - Eval batch: 4700 [2020-11-13 21:47:54,893][root][INFO] - Eval batch: 4710 [2020-11-13 21:47:56,842][root][INFO] - Eval batch: 4720 [2020-11-13 21:47:58,647][root][INFO] - Eval batch: 4730 [2020-11-13 21:48:00,493][root][INFO] - Eval batch: 4740 [2020-11-13 21:48:02,375][root][INFO] - Eval batch: 4750 [2020-11-13 21:48:04,260][root][INFO] - Eval batch: 4760 [2020-11-13 21:48:06,125][root][INFO] - Eval batch: 4770 [2020-11-13 21:48:07,974][root][INFO] - Eval batch: 4780 [2020-11-13 21:48:09,795][root][INFO] - Eval batch: 4790 [2020-11-13 21:48:11,643][root][INFO] - Eval batch: 4800 [2020-11-13 21:48:13,507][root][INFO] - Eval batch: 4810 [2020-11-13 21:48:15,282][root][INFO] - Eval batch: 4820 [2020-11-13 21:48:17,176][root][INFO] - Eval batch: 4830 [2020-11-13 21:48:19,004][root][INFO] - Eval batch: 4840 [2020-11-13 21:48:20,826][root][INFO] - Eval batch: 4850 [2020-11-13 21:48:22,672][root][INFO] - Eval batch: 4860 [2020-11-13 21:48:24,533][root][INFO] - Eval batch: 4870 [2020-11-13 21:48:26,285][root][INFO] - Eval batch: 4880 [2020-11-13 21:48:28,090][root][INFO] - Eval batch: 4890 [2020-11-13 21:48:29,920][root][INFO] - Eval batch: 4900 [2020-11-13 21:48:31,716][root][INFO] - Eval batch: 4910 [2020-11-13 21:48:33,486][root][INFO] - Eval batch: 4920 [2020-11-13 21:48:35,312][root][INFO] - Eval batch: 4930 [2020-11-13 21:48:37,149][root][INFO] - Eval batch: 4940 [2020-11-13 21:48:39,039][root][INFO] - Eval batch: 4950 [2020-11-13 21:48:40,846][root][INFO] - Eval batch: 4960 [2020-11-13 21:48:42,741][root][INFO] - Eval batch: 4970 [2020-11-13 21:48:44,591][root][INFO] - Eval batch: 4980 [2020-11-13 21:48:46,375][root][INFO] - Eval batch: 4990 [2020-11-13 21:48:48,193][root][INFO] - Eval batch: 5000 [2020-11-13 21:48:50,044][root][INFO] - Eval batch: 5010 [2020-11-13 21:48:51,915][root][INFO] - Eval batch: 5020 [2020-11-13 21:48:53,709][root][INFO] - Eval batch: 5030 [2020-11-13 21:48:55,559][root][INFO] - Eval batch: 5040 [2020-11-13 21:48:57,543][root][INFO] - eval mean box_loss: 0.223490 [2020-11-13 21:48:57,544][root][INFO] - eval mean center_loss: 0.040019 [2020-11-13 21:48:57,544][root][INFO] - eval mean heading_cls_loss: 0.727164 [2020-11-13 21:48:57,545][root][INFO] - eval mean heading_reg_loss: 0.040160 [2020-11-13 21:48:57,545][root][INFO] - eval mean loss: 5.464883 [2020-11-13 21:48:57,546][root][INFO] - eval mean neg_ratio: 0.702234 [2020-11-13 21:48:57,546][root][INFO] - eval mean obj_acc: 0.923555 [2020-11-13 21:48:57,546][root][INFO] - eval mean objectness_loss: 0.088214 [2020-11-13 21:48:57,547][root][INFO] - eval mean pos_ratio: 0.155015 [2020-11-13 21:48:57,547][root][INFO] - eval mean sem_cls_loss: 0.465161 [2020-11-13 21:48:57,547][root][INFO] - eval mean size_cls_loss: 0.464518 [2020-11-13 21:48:57,548][root][INFO] - eval mean size_reg_loss: 0.024142 [2020-11-13 21:48:57,548][root][INFO] - eval mean vote_loss: 0.232375 [2020-11-13 21:49:51,879][root][INFO] - eval bed Average Precision: 0.544793 [2020-11-13 21:49:51,880][root][INFO] - eval table Average Precision: 0.183056 [2020-11-13 21:49:51,880][root][INFO] - eval sofa Average Precision: 0.530815 [2020-11-13 21:49:51,880][root][INFO] - eval chair Average Precision: 0.525863 [2020-11-13 21:49:51,880][root][INFO] - eval toilet Average Precision: 0.640370 [2020-11-13 21:49:51,880][root][INFO] - eval desk Average Precision: 0.063427 [2020-11-13 21:49:51,880][root][INFO] - eval dresser Average Precision: 0.156611 [2020-11-13 21:49:51,880][root][INFO] - eval night_stand Average Precision: 0.392042 [2020-11-13 21:49:51,880][root][INFO] - eval bookshelf Average Precision: 0.105089 [2020-11-13 21:49:51,880][root][INFO] - eval bathtub Average Precision: 0.493154 [2020-11-13 21:49:51,880][root][INFO] - eval mAP: 0.363522 [2020-11-13 21:49:51,880][root][INFO] - eval bed Recall: 0.672192 [2020-11-13 21:49:51,880][root][INFO] - eval table Recall: 0.403272 [2020-11-13 21:49:51,880][root][INFO] - eval sofa Recall: 0.669797 [2020-11-13 21:49:51,880][root][INFO] - eval chair Recall: 0.643685 [2020-11-13 21:49:51,880][root][INFO] - eval toilet Recall: 0.721854 [2020-11-13 21:49:51,880][root][INFO] - eval desk Recall: 0.299557 [2020-11-13 21:49:51,880][root][INFO] - eval dresser Recall: 0.421296 [2020-11-13 21:49:51,880][root][INFO] - eval night_stand Recall: 0.586614 [2020-11-13 21:49:51,880][root][INFO] - eval bookshelf Recall: 0.230769 [2020-11-13 21:49:51,880][root][INFO] - eval bathtub Recall: 0.615385 [2020-11-13 21:49:51,880][root][INFO] - eval AR: 0.526442 [2020-11-13 21:49:51,881][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 21:49:53,330][root][INFO] - **** EPOCH 115 **** [2020-11-13 21:49:53,331][root][INFO] - Current learning rate: 0.000100 [2020-11-13 21:49:53,331][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 21:49:53,332][root][INFO] - 2020-11-13 21:49:53.332002 [2020-11-13 21:50:49,573][root][INFO] - ---- batch: 010 ---- [2020-11-13 21:50:49,578][root][INFO] - mean box_loss: 0.180119 [2020-11-13 21:50:49,578][root][INFO] - mean center_loss: 0.031195 [2020-11-13 21:50:49,578][root][INFO] - mean heading_cls_loss: 0.661380 [2020-11-13 21:50:49,578][root][INFO] - mean heading_reg_loss: 0.042329 [2020-11-13 21:50:49,579][root][INFO] - mean loss: 4.209678 [2020-11-13 21:50:49,579][root][INFO] - mean neg_ratio: 0.743115 [2020-11-13 21:50:49,579][root][INFO] - mean obj_acc: 0.948290 [2020-11-13 21:50:49,579][root][INFO] - mean objectness_loss: 0.042775 [2020-11-13 21:50:49,579][root][INFO] - mean pos_ratio: 0.145465 [2020-11-13 21:50:49,579][root][INFO] - mean sem_cls_loss: 0.193803 [2020-11-13 21:50:49,579][root][INFO] - mean size_cls_loss: 0.193692 [2020-11-13 21:50:49,579][root][INFO] - mean size_reg_loss: 0.021088 [2020-11-13 21:50:49,579][root][INFO] - mean vote_loss: 0.200081 [2020-11-13 21:51:39,737][root][INFO] - ---- batch: 020 ---- [2020-11-13 21:51:39,741][root][INFO] - mean box_loss: 0.192232 [2020-11-13 21:51:39,742][root][INFO] - mean center_loss: 0.037262 [2020-11-13 21:51:39,742][root][INFO] - mean heading_cls_loss: 0.704728 [2020-11-13 21:51:39,742][root][INFO] - mean heading_reg_loss: 0.046418 [2020-11-13 21:51:39,742][root][INFO] - mean loss: 4.369123 [2020-11-13 21:51:39,742][root][INFO] - mean neg_ratio: 0.727100 [2020-11-13 21:51:39,742][root][INFO] - mean obj_acc: 0.950887 [2020-11-13 21:51:39,742][root][INFO] - mean objectness_loss: 0.043158 [2020-11-13 21:51:39,742][root][INFO] - mean pos_ratio: 0.144519 [2020-11-13 21:51:39,742][root][INFO] - mean sem_cls_loss: 0.168607 [2020-11-13 21:51:39,742][root][INFO] - mean size_cls_loss: 0.168696 [2020-11-13 21:51:39,742][root][INFO] - mean size_reg_loss: 0.021209 [2020-11-13 21:51:39,742][root][INFO] - mean vote_loss: 0.206241 [2020-11-13 21:52:31,113][root][INFO] - ---- batch: 030 ---- [2020-11-13 21:52:31,118][root][INFO] - mean box_loss: 0.187770 [2020-11-13 21:52:31,118][root][INFO] - mean center_loss: 0.032779 [2020-11-13 21:52:31,118][root][INFO] - mean heading_cls_loss: 0.692807 [2020-11-13 21:52:31,118][root][INFO] - mean heading_reg_loss: 0.047147 [2020-11-13 21:52:31,118][root][INFO] - mean loss: 4.630490 [2020-11-13 21:52:31,118][root][INFO] - mean neg_ratio: 0.739117 [2020-11-13 21:52:31,118][root][INFO] - mean obj_acc: 0.945143 [2020-11-13 21:52:31,118][root][INFO] - mean objectness_loss: 0.044728 [2020-11-13 21:52:31,118][root][INFO] - mean pos_ratio: 0.137439 [2020-11-13 21:52:31,118][root][INFO] - mean sem_cls_loss: 0.191265 [2020-11-13 21:52:31,118][root][INFO] - mean size_cls_loss: 0.190706 [2020-11-13 21:52:31,119][root][INFO] - mean size_reg_loss: 0.019493 [2020-11-13 21:52:31,119][root][INFO] - mean vote_loss: 0.233789 [2020-11-13 21:53:21,141][root][INFO] - ---- batch: 040 ---- [2020-11-13 21:53:21,145][root][INFO] - mean box_loss: 0.182176 [2020-11-13 21:53:21,145][root][INFO] - mean center_loss: 0.036518 [2020-11-13 21:53:21,145][root][INFO] - mean heading_cls_loss: 0.650490 [2020-11-13 21:53:21,146][root][INFO] - mean heading_reg_loss: 0.042684 [2020-11-13 21:53:21,146][root][INFO] - mean loss: 4.316161 [2020-11-13 21:53:21,146][root][INFO] - mean neg_ratio: 0.722321 [2020-11-13 21:53:21,146][root][INFO] - mean obj_acc: 0.951076 [2020-11-13 21:53:21,146][root][INFO] - mean objectness_loss: 0.046159 [2020-11-13 21:53:21,146][root][INFO] - mean pos_ratio: 0.147766 [2020-11-13 21:53:21,146][root][INFO] - mean sem_cls_loss: 0.162213 [2020-11-13 21:53:21,146][root][INFO] - mean size_cls_loss: 0.162505 [2020-11-13 21:53:21,146][root][INFO] - mean size_reg_loss: 0.021675 [2020-11-13 21:53:21,146][root][INFO] - mean vote_loss: 0.210139 [2020-11-13 21:54:14,292][root][INFO] - ---- batch: 050 ---- [2020-11-13 21:54:14,298][root][INFO] - mean box_loss: 0.194335 [2020-11-13 21:54:14,298][root][INFO] - mean center_loss: 0.036935 [2020-11-13 21:54:14,298][root][INFO] - mean heading_cls_loss: 0.693049 [2020-11-13 21:54:14,298][root][INFO] - mean heading_reg_loss: 0.045092 [2020-11-13 21:54:14,298][root][INFO] - mean loss: 4.527208 [2020-11-13 21:54:14,298][root][INFO] - mean neg_ratio: 0.735883 [2020-11-13 21:54:14,298][root][INFO] - mean obj_acc: 0.952218 [2020-11-13 21:54:14,298][root][INFO] - mean objectness_loss: 0.039410 [2020-11-13 21:54:14,298][root][INFO] - mean pos_ratio: 0.138220 [2020-11-13 21:54:14,298][root][INFO] - mean sem_cls_loss: 0.204133 [2020-11-13 21:54:14,298][root][INFO] - mean size_cls_loss: 0.204557 [2020-11-13 21:54:14,298][root][INFO] - mean size_reg_loss: 0.022547 [2020-11-13 21:54:14,298][root][INFO] - mean vote_loss: 0.218268 [2020-11-13 21:55:06,632][root][INFO] - ---- batch: 060 ---- [2020-11-13 21:55:06,637][root][INFO] - mean box_loss: 0.177326 [2020-11-13 21:55:06,640][root][INFO] - mean center_loss: 0.032469 [2020-11-13 21:55:06,640][root][INFO] - mean heading_cls_loss: 0.655254 [2020-11-13 21:55:06,640][root][INFO] - mean heading_reg_loss: 0.040754 [2020-11-13 21:55:06,640][root][INFO] - mean loss: 4.279306 [2020-11-13 21:55:06,640][root][INFO] - mean neg_ratio: 0.717761 [2020-11-13 21:55:06,640][root][INFO] - mean obj_acc: 0.954134 [2020-11-13 21:55:06,640][root][INFO] - mean objectness_loss: 0.042327 [2020-11-13 21:55:06,640][root][INFO] - mean pos_ratio: 0.150757 [2020-11-13 21:55:06,640][root][INFO] - mean sem_cls_loss: 0.179917 [2020-11-13 21:55:06,640][root][INFO] - mean size_cls_loss: 0.179400 [2020-11-13 21:55:06,640][root][INFO] - mean size_reg_loss: 0.020637 [2020-11-13 21:55:06,640][root][INFO] - mean vote_loss: 0.211449 [2020-11-13 21:55:56,504][root][INFO] - ---- batch: 070 ---- [2020-11-13 21:55:56,510][root][INFO] - mean box_loss: 0.187546 [2020-11-13 21:55:56,510][root][INFO] - mean center_loss: 0.032167 [2020-11-13 21:55:56,510][root][INFO] - mean heading_cls_loss: 0.705842 [2020-11-13 21:55:56,511][root][INFO] - mean heading_reg_loss: 0.042597 [2020-11-13 21:55:56,511][root][INFO] - mean loss: 4.329014 [2020-11-13 21:55:56,511][root][INFO] - mean neg_ratio: 0.724219 [2020-11-13 21:55:56,511][root][INFO] - mean obj_acc: 0.950712 [2020-11-13 21:55:56,511][root][INFO] - mean objectness_loss: 0.041767 [2020-11-13 21:55:56,511][root][INFO] - mean pos_ratio: 0.143976 [2020-11-13 21:55:56,511][root][INFO] - mean sem_cls_loss: 0.212533 [2020-11-13 21:55:56,511][root][INFO] - mean size_cls_loss: 0.213130 [2020-11-13 21:55:56,511][root][INFO] - mean size_reg_loss: 0.020884 [2020-11-13 21:55:56,511][root][INFO] - mean vote_loss: 0.203219 [2020-11-13 21:56:45,684][root][INFO] - ---- batch: 080 ---- [2020-11-13 21:56:45,691][root][INFO] - mean box_loss: 0.197864 [2020-11-13 21:56:45,691][root][INFO] - mean center_loss: 0.035251 [2020-11-13 21:56:45,691][root][INFO] - mean heading_cls_loss: 0.739146 [2020-11-13 21:56:45,692][root][INFO] - mean heading_reg_loss: 0.046415 [2020-11-13 21:56:45,692][root][INFO] - mean loss: 4.600343 [2020-11-13 21:56:45,692][root][INFO] - mean neg_ratio: 0.738141 [2020-11-13 21:56:45,692][root][INFO] - mean obj_acc: 0.946365 [2020-11-13 21:56:45,692][root][INFO] - mean objectness_loss: 0.043831 [2020-11-13 21:56:45,692][root][INFO] - mean pos_ratio: 0.140155 [2020-11-13 21:56:45,692][root][INFO] - mean sem_cls_loss: 0.202260 [2020-11-13 21:56:45,692][root][INFO] - mean size_cls_loss: 0.202391 [2020-11-13 21:56:45,692][root][INFO] - mean size_reg_loss: 0.022045 [2020-11-13 21:56:45,692][root][INFO] - mean vote_loss: 0.220029 [2020-11-13 21:56:59,447][root][INFO] - **** EPOCH 116 **** [2020-11-13 21:56:59,449][root][INFO] - Current learning rate: 0.000100 [2020-11-13 21:56:59,450][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 21:56:59,450][root][INFO] - 2020-11-13 21:56:59.450072 [2020-11-13 21:57:56,031][root][INFO] - ---- batch: 010 ---- [2020-11-13 21:57:56,037][root][INFO] - mean box_loss: 0.186702 [2020-11-13 21:57:56,037][root][INFO] - mean center_loss: 0.034061 [2020-11-13 21:57:56,037][root][INFO] - mean heading_cls_loss: 0.718881 [2020-11-13 21:57:56,037][root][INFO] - mean heading_reg_loss: 0.042644 [2020-11-13 21:57:56,037][root][INFO] - mean loss: 4.545714 [2020-11-13 21:57:56,037][root][INFO] - mean neg_ratio: 0.736548 [2020-11-13 21:57:56,037][root][INFO] - mean obj_acc: 0.945332 [2020-11-13 21:57:56,037][root][INFO] - mean objectness_loss: 0.044202 [2020-11-13 21:57:56,037][root][INFO] - mean pos_ratio: 0.141211 [2020-11-13 21:57:56,037][root][INFO] - mean sem_cls_loss: 0.170708 [2020-11-13 21:57:56,037][root][INFO] - mean size_cls_loss: 0.170268 [2020-11-13 21:57:56,037][root][INFO] - mean size_reg_loss: 0.021082 [2020-11-13 21:57:56,037][root][INFO] - mean vote_loss: 0.228698 [2020-11-13 21:58:46,365][root][INFO] - ---- batch: 020 ---- [2020-11-13 21:58:46,370][root][INFO] - mean box_loss: 0.187251 [2020-11-13 21:58:46,370][root][INFO] - mean center_loss: 0.036084 [2020-11-13 21:58:46,370][root][INFO] - mean heading_cls_loss: 0.615321 [2020-11-13 21:58:46,370][root][INFO] - mean heading_reg_loss: 0.048648 [2020-11-13 21:58:46,370][root][INFO] - mean loss: 4.395905 [2020-11-13 21:58:46,370][root][INFO] - mean neg_ratio: 0.715918 [2020-11-13 21:58:46,371][root][INFO] - mean obj_acc: 0.952825 [2020-11-13 21:58:46,371][root][INFO] - mean objectness_loss: 0.044373 [2020-11-13 21:58:46,371][root][INFO] - mean pos_ratio: 0.157373 [2020-11-13 21:58:46,371][root][INFO] - mean sem_cls_loss: 0.181766 [2020-11-13 21:58:46,371][root][INFO] - mean size_cls_loss: 0.181658 [2020-11-13 21:58:46,371][root][INFO] - mean size_reg_loss: 0.022820 [2020-11-13 21:58:46,371][root][INFO] - mean vote_loss: 0.211977 [2020-11-13 21:59:37,115][root][INFO] - ---- batch: 030 ---- [2020-11-13 21:59:37,121][root][INFO] - mean box_loss: 0.174276 [2020-11-13 21:59:37,121][root][INFO] - mean center_loss: 0.031626 [2020-11-13 21:59:37,121][root][INFO] - mean heading_cls_loss: 0.665836 [2020-11-13 21:59:37,121][root][INFO] - mean heading_reg_loss: 0.038814 [2020-11-13 21:59:37,121][root][INFO] - mean loss: 4.154865 [2020-11-13 21:59:37,121][root][INFO] - mean neg_ratio: 0.737085 [2020-11-13 21:59:37,121][root][INFO] - mean obj_acc: 0.947482 [2020-11-13 21:59:37,121][root][INFO] - mean objectness_loss: 0.043164 [2020-11-13 21:59:37,121][root][INFO] - mean pos_ratio: 0.140625 [2020-11-13 21:59:37,121][root][INFO] - mean sem_cls_loss: 0.155627 [2020-11-13 21:59:37,121][root][INFO] - mean size_cls_loss: 0.156104 [2020-11-13 21:59:37,121][root][INFO] - mean size_reg_loss: 0.021642 [2020-11-13 21:59:37,121][root][INFO] - mean vote_loss: 0.204065 [2020-11-13 22:00:28,765][root][INFO] - ---- batch: 040 ---- [2020-11-13 22:00:28,770][root][INFO] - mean box_loss: 0.179690 [2020-11-13 22:00:28,770][root][INFO] - mean center_loss: 0.033986 [2020-11-13 22:00:28,770][root][INFO] - mean heading_cls_loss: 0.645461 [2020-11-13 22:00:28,770][root][INFO] - mean heading_reg_loss: 0.043706 [2020-11-13 22:00:28,770][root][INFO] - mean loss: 4.196509 [2020-11-13 22:00:28,770][root][INFO] - mean neg_ratio: 0.726886 [2020-11-13 22:00:28,770][root][INFO] - mean obj_acc: 0.947959 [2020-11-13 22:00:28,770][root][INFO] - mean objectness_loss: 0.043417 [2020-11-13 22:00:28,770][root][INFO] - mean pos_ratio: 0.146698 [2020-11-13 22:00:28,770][root][INFO] - mean sem_cls_loss: 0.190599 [2020-11-13 22:00:28,770][root][INFO] - mean size_cls_loss: 0.190282 [2020-11-13 22:00:28,770][root][INFO] - mean size_reg_loss: 0.018423 [2020-11-13 22:00:28,770][root][INFO] - mean vote_loss: 0.199193 [2020-11-13 22:01:21,049][root][INFO] - ---- batch: 050 ---- [2020-11-13 22:01:21,053][root][INFO] - mean box_loss: 0.182179 [2020-11-13 22:01:21,053][root][INFO] - mean center_loss: 0.030407 [2020-11-13 22:01:21,053][root][INFO] - mean heading_cls_loss: 0.689332 [2020-11-13 22:01:21,053][root][INFO] - mean heading_reg_loss: 0.043989 [2020-11-13 22:01:21,053][root][INFO] - mean loss: 4.255362 [2020-11-13 22:01:21,053][root][INFO] - mean neg_ratio: 0.725366 [2020-11-13 22:01:21,053][root][INFO] - mean obj_acc: 0.951662 [2020-11-13 22:01:21,054][root][INFO] - mean objectness_loss: 0.042273 [2020-11-13 22:01:21,054][root][INFO] - mean pos_ratio: 0.149707 [2020-11-13 22:01:21,054][root][INFO] - mean sem_cls_loss: 0.167561 [2020-11-13 22:01:21,054][root][INFO] - mean size_cls_loss: 0.168305 [2020-11-13 22:01:21,054][root][INFO] - mean size_reg_loss: 0.022019 [2020-11-13 22:01:21,054][root][INFO] - mean vote_loss: 0.205465 [2020-11-13 22:02:11,695][root][INFO] - ---- batch: 060 ---- [2020-11-13 22:02:11,701][root][INFO] - mean box_loss: 0.183754 [2020-11-13 22:02:11,701][root][INFO] - mean center_loss: 0.035383 [2020-11-13 22:02:11,701][root][INFO] - mean heading_cls_loss: 0.654523 [2020-11-13 22:02:11,701][root][INFO] - mean heading_reg_loss: 0.043016 [2020-11-13 22:02:11,701][root][INFO] - mean loss: 4.333955 [2020-11-13 22:02:11,701][root][INFO] - mean neg_ratio: 0.732709 [2020-11-13 22:02:11,701][root][INFO] - mean obj_acc: 0.947005 [2020-11-13 22:02:11,702][root][INFO] - mean objectness_loss: 0.042193 [2020-11-13 22:02:11,702][root][INFO] - mean pos_ratio: 0.146155 [2020-11-13 22:02:11,702][root][INFO] - mean sem_cls_loss: 0.194484 [2020-11-13 22:02:11,702][root][INFO] - mean size_cls_loss: 0.194466 [2020-11-13 22:02:11,702][root][INFO] - mean size_reg_loss: 0.020456 [2020-11-13 22:02:11,702][root][INFO] - mean vote_loss: 0.209097 [2020-11-13 22:03:01,413][root][INFO] - ---- batch: 070 ---- [2020-11-13 22:03:01,420][root][INFO] - mean box_loss: 0.189312 [2020-11-13 22:03:01,420][root][INFO] - mean center_loss: 0.034142 [2020-11-13 22:03:01,420][root][INFO] - mean heading_cls_loss: 0.713620 [2020-11-13 22:03:01,421][root][INFO] - mean heading_reg_loss: 0.043982 [2020-11-13 22:03:01,421][root][INFO] - mean loss: 4.453175 [2020-11-13 22:03:01,421][root][INFO] - mean neg_ratio: 0.729840 [2020-11-13 22:03:01,421][root][INFO] - mean obj_acc: 0.951605 [2020-11-13 22:03:01,421][root][INFO] - mean objectness_loss: 0.040668 [2020-11-13 22:03:01,421][root][INFO] - mean pos_ratio: 0.143628 [2020-11-13 22:03:01,421][root][INFO] - mean sem_cls_loss: 0.179494 [2020-11-13 22:03:01,421][root][INFO] - mean size_cls_loss: 0.179199 [2020-11-13 22:03:01,421][root][INFO] - mean size_reg_loss: 0.021905 [2020-11-13 22:03:01,421][root][INFO] - mean vote_loss: 0.217722 [2020-11-13 22:03:51,148][root][INFO] - ---- batch: 080 ---- [2020-11-13 22:03:51,156][root][INFO] - mean box_loss: 0.174193 [2020-11-13 22:03:51,156][root][INFO] - mean center_loss: 0.029428 [2020-11-13 22:03:51,157][root][INFO] - mean heading_cls_loss: 0.644199 [2020-11-13 22:03:51,157][root][INFO] - mean heading_reg_loss: 0.043051 [2020-11-13 22:03:51,157][root][INFO] - mean loss: 4.258940 [2020-11-13 22:03:51,157][root][INFO] - mean neg_ratio: 0.729449 [2020-11-13 22:03:51,157][root][INFO] - mean obj_acc: 0.953603 [2020-11-13 22:03:51,157][root][INFO] - mean objectness_loss: 0.040770 [2020-11-13 22:03:51,157][root][INFO] - mean pos_ratio: 0.148621 [2020-11-13 22:03:51,157][root][INFO] - mean sem_cls_loss: 0.167101 [2020-11-13 22:03:51,157][root][INFO] - mean size_cls_loss: 0.167241 [2020-11-13 22:03:51,157][root][INFO] - mean size_reg_loss: 0.020570 [2020-11-13 22:03:51,157][root][INFO] - mean vote_loss: 0.214606 [2020-11-13 22:04:05,389][root][INFO] - **** EPOCH 117 **** [2020-11-13 22:04:05,390][root][INFO] - Current learning rate: 0.000100 [2020-11-13 22:04:05,390][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 22:04:05,390][root][INFO] - 2020-11-13 22:04:05.390919 [2020-11-13 22:05:01,982][root][INFO] - ---- batch: 010 ---- [2020-11-13 22:05:01,987][root][INFO] - mean box_loss: 0.182059 [2020-11-13 22:05:01,987][root][INFO] - mean center_loss: 0.034139 [2020-11-13 22:05:01,988][root][INFO] - mean heading_cls_loss: 0.676486 [2020-11-13 22:05:01,988][root][INFO] - mean heading_reg_loss: 0.042049 [2020-11-13 22:05:01,988][root][INFO] - mean loss: 4.416832 [2020-11-13 22:05:01,988][root][INFO] - mean neg_ratio: 0.745795 [2020-11-13 22:05:01,988][root][INFO] - mean obj_acc: 0.947130 [2020-11-13 22:05:01,988][root][INFO] - mean objectness_loss: 0.040770 [2020-11-13 22:05:01,988][root][INFO] - mean pos_ratio: 0.131580 [2020-11-13 22:05:01,988][root][INFO] - mean sem_cls_loss: 0.158841 [2020-11-13 22:05:01,988][root][INFO] - mean size_cls_loss: 0.158682 [2020-11-13 22:05:01,988][root][INFO] - mean size_reg_loss: 0.022354 [2020-11-13 22:05:01,988][root][INFO] - mean vote_loss: 0.223355 [2020-11-13 22:05:53,397][root][INFO] - ---- batch: 020 ---- [2020-11-13 22:05:53,401][root][INFO] - mean box_loss: 0.176137 [2020-11-13 22:05:53,401][root][INFO] - mean center_loss: 0.032389 [2020-11-13 22:05:53,401][root][INFO] - mean heading_cls_loss: 0.664695 [2020-11-13 22:05:53,401][root][INFO] - mean heading_reg_loss: 0.043033 [2020-11-13 22:05:53,402][root][INFO] - mean loss: 4.098280 [2020-11-13 22:05:53,402][root][INFO] - mean neg_ratio: 0.740387 [2020-11-13 22:05:53,402][root][INFO] - mean obj_acc: 0.950259 [2020-11-13 22:05:53,402][root][INFO] - mean objectness_loss: 0.042638 [2020-11-13 22:05:53,402][root][INFO] - mean pos_ratio: 0.139795 [2020-11-13 22:05:53,402][root][INFO] - mean sem_cls_loss: 0.164967 [2020-11-13 22:05:53,402][root][INFO] - mean size_cls_loss: 0.165758 [2020-11-13 22:05:53,402][root][INFO] - mean size_reg_loss: 0.017669 [2020-11-13 22:05:53,402][root][INFO] - mean vote_loss: 0.195875 [2020-11-13 22:06:44,550][root][INFO] - ---- batch: 030 ---- [2020-11-13 22:06:44,554][root][INFO] - mean box_loss: 0.183868 [2020-11-13 22:06:44,555][root][INFO] - mean center_loss: 0.030864 [2020-11-13 22:06:44,555][root][INFO] - mean heading_cls_loss: 0.696453 [2020-11-13 22:06:44,555][root][INFO] - mean heading_reg_loss: 0.045658 [2020-11-13 22:06:44,555][root][INFO] - mean loss: 4.294015 [2020-11-13 22:06:44,555][root][INFO] - mean neg_ratio: 0.725330 [2020-11-13 22:06:44,555][root][INFO] - mean obj_acc: 0.952539 [2020-11-13 22:06:44,555][root][INFO] - mean objectness_loss: 0.043865 [2020-11-13 22:06:44,555][root][INFO] - mean pos_ratio: 0.148798 [2020-11-13 22:06:44,555][root][INFO] - mean sem_cls_loss: 0.170112 [2020-11-13 22:06:44,555][root][INFO] - mean size_cls_loss: 0.169540 [2020-11-13 22:06:44,555][root][INFO] - mean size_reg_loss: 0.020746 [2020-11-13 22:06:44,555][root][INFO] - mean vote_loss: 0.206590 [2020-11-13 22:07:35,065][root][INFO] - ---- batch: 040 ---- [2020-11-13 22:07:35,070][root][INFO] - mean box_loss: 0.192782 [2020-11-13 22:07:35,071][root][INFO] - mean center_loss: 0.033505 [2020-11-13 22:07:35,071][root][INFO] - mean heading_cls_loss: 0.683757 [2020-11-13 22:07:35,071][root][INFO] - mean heading_reg_loss: 0.048292 [2020-11-13 22:07:35,071][root][INFO] - mean loss: 4.567063 [2020-11-13 22:07:35,071][root][INFO] - mean neg_ratio: 0.713208 [2020-11-13 22:07:35,071][root][INFO] - mean obj_acc: 0.949353 [2020-11-13 22:07:35,071][root][INFO] - mean objectness_loss: 0.048003 [2020-11-13 22:07:35,071][root][INFO] - mean pos_ratio: 0.157812 [2020-11-13 22:07:35,071][root][INFO] - mean sem_cls_loss: 0.201725 [2020-11-13 22:07:35,071][root][INFO] - mean size_cls_loss: 0.201779 [2020-11-13 22:07:35,071][root][INFO] - mean size_reg_loss: 0.022431 [2020-11-13 22:07:35,071][root][INFO] - mean vote_loss: 0.219751 [2020-11-13 22:08:26,381][root][INFO] - ---- batch: 050 ---- [2020-11-13 22:08:26,386][root][INFO] - mean box_loss: 0.173282 [2020-11-13 22:08:26,386][root][INFO] - mean center_loss: 0.032028 [2020-11-13 22:08:26,386][root][INFO] - mean heading_cls_loss: 0.591369 [2020-11-13 22:08:26,386][root][INFO] - mean heading_reg_loss: 0.045320 [2020-11-13 22:08:26,386][root][INFO] - mean loss: 4.101202 [2020-11-13 22:08:26,386][root][INFO] - mean neg_ratio: 0.727838 [2020-11-13 22:08:26,386][root][INFO] - mean obj_acc: 0.950487 [2020-11-13 22:08:26,386][root][INFO] - mean objectness_loss: 0.038846 [2020-11-13 22:08:26,387][root][INFO] - mean pos_ratio: 0.147552 [2020-11-13 22:08:26,387][root][INFO] - mean sem_cls_loss: 0.170035 [2020-11-13 22:08:26,387][root][INFO] - mean size_cls_loss: 0.170547 [2020-11-13 22:08:26,387][root][INFO] - mean size_reg_loss: 0.019742 [2020-11-13 22:08:26,387][root][INFO] - mean vote_loss: 0.200412 [2020-11-13 22:09:18,030][root][INFO] - ---- batch: 060 ---- [2020-11-13 22:09:18,038][root][INFO] - mean box_loss: 0.203145 [2020-11-13 22:09:18,038][root][INFO] - mean center_loss: 0.037415 [2020-11-13 22:09:18,039][root][INFO] - mean heading_cls_loss: 0.748601 [2020-11-13 22:09:18,039][root][INFO] - mean heading_reg_loss: 0.045074 [2020-11-13 22:09:18,039][root][INFO] - mean loss: 4.670254 [2020-11-13 22:09:18,039][root][INFO] - mean neg_ratio: 0.722308 [2020-11-13 22:09:18,039][root][INFO] - mean obj_acc: 0.945636 [2020-11-13 22:09:18,039][root][INFO] - mean objectness_loss: 0.048140 [2020-11-13 22:09:18,039][root][INFO] - mean pos_ratio: 0.149603 [2020-11-13 22:09:18,039][root][INFO] - mean sem_cls_loss: 0.201181 [2020-11-13 22:09:18,039][root][INFO] - mean size_cls_loss: 0.200731 [2020-11-13 22:09:18,039][root][INFO] - mean size_reg_loss: 0.025723 [2020-11-13 22:09:18,039][root][INFO] - mean vote_loss: 0.219692 [2020-11-13 22:10:08,861][root][INFO] - ---- batch: 070 ---- [2020-11-13 22:10:08,868][root][INFO] - mean box_loss: 0.184047 [2020-11-13 22:10:08,868][root][INFO] - mean center_loss: 0.031223 [2020-11-13 22:10:08,868][root][INFO] - mean heading_cls_loss: 0.695302 [2020-11-13 22:10:08,869][root][INFO] - mean heading_reg_loss: 0.046738 [2020-11-13 22:10:08,869][root][INFO] - mean loss: 4.432745 [2020-11-13 22:10:08,869][root][INFO] - mean neg_ratio: 0.737000 [2020-11-13 22:10:08,869][root][INFO] - mean obj_acc: 0.945085 [2020-11-13 22:10:08,869][root][INFO] - mean objectness_loss: 0.043887 [2020-11-13 22:10:08,869][root][INFO] - mean pos_ratio: 0.143170 [2020-11-13 22:10:08,869][root][INFO] - mean sem_cls_loss: 0.178032 [2020-11-13 22:10:08,869][root][INFO] - mean size_cls_loss: 0.178358 [2020-11-13 22:10:08,869][root][INFO] - mean size_reg_loss: 0.018720 [2020-11-13 22:10:08,869][root][INFO] - mean vote_loss: 0.219481 [2020-11-13 22:10:57,755][root][INFO] - ---- batch: 080 ---- [2020-11-13 22:10:57,762][root][INFO] - mean box_loss: 0.179260 [2020-11-13 22:10:57,762][root][INFO] - mean center_loss: 0.034669 [2020-11-13 22:10:57,763][root][INFO] - mean heading_cls_loss: 0.596243 [2020-11-13 22:10:57,763][root][INFO] - mean heading_reg_loss: 0.043696 [2020-11-13 22:10:57,763][root][INFO] - mean loss: 4.319745 [2020-11-13 22:10:57,763][root][INFO] - mean neg_ratio: 0.726892 [2020-11-13 22:10:57,763][root][INFO] - mean obj_acc: 0.951464 [2020-11-13 22:10:57,763][root][INFO] - mean objectness_loss: 0.042865 [2020-11-13 22:10:57,763][root][INFO] - mean pos_ratio: 0.148102 [2020-11-13 22:10:57,763][root][INFO] - mean sem_cls_loss: 0.200005 [2020-11-13 22:10:57,763][root][INFO] - mean size_cls_loss: 0.199441 [2020-11-13 22:10:57,763][root][INFO] - mean size_reg_loss: 0.021326 [2020-11-13 22:10:57,763][root][INFO] - mean vote_loss: 0.211281 [2020-11-13 22:11:11,751][root][INFO] - **** EPOCH 118 **** [2020-11-13 22:11:11,753][root][INFO] - Current learning rate: 0.000100 [2020-11-13 22:11:11,753][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 22:11:11,753][root][INFO] - 2020-11-13 22:11:11.753341 [2020-11-13 22:12:07,786][root][INFO] - ---- batch: 010 ---- [2020-11-13 22:12:07,790][root][INFO] - mean box_loss: 0.174125 [2020-11-13 22:12:07,791][root][INFO] - mean center_loss: 0.031309 [2020-11-13 22:12:07,791][root][INFO] - mean heading_cls_loss: 0.646189 [2020-11-13 22:12:07,791][root][INFO] - mean heading_reg_loss: 0.041216 [2020-11-13 22:12:07,791][root][INFO] - mean loss: 4.315107 [2020-11-13 22:12:07,791][root][INFO] - mean neg_ratio: 0.723700 [2020-11-13 22:12:07,791][root][INFO] - mean obj_acc: 0.951455 [2020-11-13 22:12:07,791][root][INFO] - mean objectness_loss: 0.044187 [2020-11-13 22:12:07,791][root][INFO] - mean pos_ratio: 0.155475 [2020-11-13 22:12:07,791][root][INFO] - mean sem_cls_loss: 0.183639 [2020-11-13 22:12:07,791][root][INFO] - mean size_cls_loss: 0.184129 [2020-11-13 22:12:07,791][root][INFO] - mean size_reg_loss: 0.018568 [2020-11-13 22:12:07,791][root][INFO] - mean vote_loss: 0.216928 [2020-11-13 22:12:57,690][root][INFO] - ---- batch: 020 ---- [2020-11-13 22:12:57,695][root][INFO] - mean box_loss: 0.174443 [2020-11-13 22:12:57,695][root][INFO] - mean center_loss: 0.031467 [2020-11-13 22:12:57,695][root][INFO] - mean heading_cls_loss: 0.642088 [2020-11-13 22:12:57,695][root][INFO] - mean heading_reg_loss: 0.040257 [2020-11-13 22:12:57,695][root][INFO] - mean loss: 4.128093 [2020-11-13 22:12:57,695][root][INFO] - mean neg_ratio: 0.734692 [2020-11-13 22:12:57,695][root][INFO] - mean obj_acc: 0.950370 [2020-11-13 22:12:57,695][root][INFO] - mean objectness_loss: 0.039540 [2020-11-13 22:12:57,695][root][INFO] - mean pos_ratio: 0.144781 [2020-11-13 22:12:57,695][root][INFO] - mean sem_cls_loss: 0.150663 [2020-11-13 22:12:57,695][root][INFO] - mean size_cls_loss: 0.151269 [2020-11-13 22:12:57,695][root][INFO] - mean size_reg_loss: 0.023383 [2020-11-13 22:12:57,695][root][INFO] - mean vote_loss: 0.203530 [2020-11-13 22:13:48,597][root][INFO] - ---- batch: 030 ---- [2020-11-13 22:13:48,601][root][INFO] - mean box_loss: 0.181470 [2020-11-13 22:13:48,602][root][INFO] - mean center_loss: 0.030526 [2020-11-13 22:13:48,602][root][INFO] - mean heading_cls_loss: 0.697096 [2020-11-13 22:13:48,602][root][INFO] - mean heading_reg_loss: 0.043519 [2020-11-13 22:13:48,602][root][INFO] - mean loss: 4.242892 [2020-11-13 22:13:48,602][root][INFO] - mean neg_ratio: 0.709821 [2020-11-13 22:13:48,602][root][INFO] - mean obj_acc: 0.952180 [2020-11-13 22:13:48,602][root][INFO] - mean objectness_loss: 0.042804 [2020-11-13 22:13:48,602][root][INFO] - mean pos_ratio: 0.155096 [2020-11-13 22:13:48,602][root][INFO] - mean sem_cls_loss: 0.185008 [2020-11-13 22:13:48,602][root][INFO] - mean size_cls_loss: 0.185843 [2020-11-13 22:13:48,602][root][INFO] - mean size_reg_loss: 0.019131 [2020-11-13 22:13:48,602][root][INFO] - mean vote_loss: 0.202917 [2020-11-13 22:14:39,635][root][INFO] - ---- batch: 040 ---- [2020-11-13 22:14:39,640][root][INFO] - mean box_loss: 0.177975 [2020-11-13 22:14:39,640][root][INFO] - mean center_loss: 0.035130 [2020-11-13 22:14:39,640][root][INFO] - mean heading_cls_loss: 0.647569 [2020-11-13 22:14:39,640][root][INFO] - mean heading_reg_loss: 0.040161 [2020-11-13 22:14:39,640][root][INFO] - mean loss: 4.127203 [2020-11-13 22:14:39,640][root][INFO] - mean neg_ratio: 0.709033 [2020-11-13 22:14:39,640][root][INFO] - mean obj_acc: 0.953086 [2020-11-13 22:14:39,640][root][INFO] - mean objectness_loss: 0.043458 [2020-11-13 22:14:39,640][root][INFO] - mean pos_ratio: 0.156299 [2020-11-13 22:14:39,640][root][INFO] - mean sem_cls_loss: 0.188233 [2020-11-13 22:14:39,640][root][INFO] - mean size_cls_loss: 0.188144 [2020-11-13 22:14:39,641][root][INFO] - mean size_reg_loss: 0.019113 [2020-11-13 22:14:39,641][root][INFO] - mean vote_loss: 0.194193 [2020-11-13 22:15:32,749][root][INFO] - ---- batch: 050 ---- [2020-11-13 22:15:32,755][root][INFO] - mean box_loss: 0.179263 [2020-11-13 22:15:32,756][root][INFO] - mean center_loss: 0.037616 [2020-11-13 22:15:32,756][root][INFO] - mean heading_cls_loss: 0.641103 [2020-11-13 22:15:32,756][root][INFO] - mean heading_reg_loss: 0.039396 [2020-11-13 22:15:32,756][root][INFO] - mean loss: 4.359266 [2020-11-13 22:15:32,756][root][INFO] - mean neg_ratio: 0.738947 [2020-11-13 22:15:32,756][root][INFO] - mean obj_acc: 0.946347 [2020-11-13 22:15:32,756][root][INFO] - mean objectness_loss: 0.041925 [2020-11-13 22:15:32,756][root][INFO] - mean pos_ratio: 0.139636 [2020-11-13 22:15:32,756][root][INFO] - mean sem_cls_loss: 0.173874 [2020-11-13 22:15:32,756][root][INFO] - mean size_cls_loss: 0.173549 [2020-11-13 22:15:32,756][root][INFO] - mean size_reg_loss: 0.020785 [2020-11-13 22:15:32,756][root][INFO] - mean vote_loss: 0.218314 [2020-11-13 22:16:22,957][root][INFO] - ---- batch: 060 ---- [2020-11-13 22:16:22,963][root][INFO] - mean box_loss: 0.193000 [2020-11-13 22:16:22,963][root][INFO] - mean center_loss: 0.032783 [2020-11-13 22:16:22,964][root][INFO] - mean heading_cls_loss: 0.751223 [2020-11-13 22:16:22,964][root][INFO] - mean heading_reg_loss: 0.045612 [2020-11-13 22:16:22,964][root][INFO] - mean loss: 4.405598 [2020-11-13 22:16:22,964][root][INFO] - mean neg_ratio: 0.738489 [2020-11-13 22:16:22,964][root][INFO] - mean obj_acc: 0.941919 [2020-11-13 22:16:22,964][root][INFO] - mean objectness_loss: 0.047139 [2020-11-13 22:16:22,964][root][INFO] - mean pos_ratio: 0.144287 [2020-11-13 22:16:22,964][root][INFO] - mean sem_cls_loss: 0.194221 [2020-11-13 22:16:22,964][root][INFO] - mean size_cls_loss: 0.194169 [2020-11-13 22:16:22,964][root][INFO] - mean size_reg_loss: 0.020066 [2020-11-13 22:16:22,964][root][INFO] - mean vote_loss: 0.204568 [2020-11-13 22:17:14,359][root][INFO] - ---- batch: 070 ---- [2020-11-13 22:17:14,365][root][INFO] - mean box_loss: 0.190381 [2020-11-13 22:17:14,366][root][INFO] - mean center_loss: 0.036600 [2020-11-13 22:17:14,366][root][INFO] - mean heading_cls_loss: 0.721807 [2020-11-13 22:17:14,367][root][INFO] - mean heading_reg_loss: 0.043570 [2020-11-13 22:17:14,367][root][INFO] - mean loss: 4.470593 [2020-11-13 22:17:14,367][root][INFO] - mean neg_ratio: 0.723383 [2020-11-13 22:17:14,367][root][INFO] - mean obj_acc: 0.945895 [2020-11-13 22:17:14,367][root][INFO] - mean objectness_loss: 0.045743 [2020-11-13 22:17:14,367][root][INFO] - mean pos_ratio: 0.146906 [2020-11-13 22:17:14,367][root][INFO] - mean sem_cls_loss: 0.174989 [2020-11-13 22:17:14,367][root][INFO] - mean size_cls_loss: 0.174818 [2020-11-13 22:17:14,367][root][INFO] - mean size_reg_loss: 0.020549 [2020-11-13 22:17:14,367][root][INFO] - mean vote_loss: 0.216308 [2020-11-13 22:18:04,024][root][INFO] - ---- batch: 080 ---- [2020-11-13 22:18:04,031][root][INFO] - mean box_loss: 0.186850 [2020-11-13 22:18:04,032][root][INFO] - mean center_loss: 0.036860 [2020-11-13 22:18:04,032][root][INFO] - mean heading_cls_loss: 0.659844 [2020-11-13 22:18:04,033][root][INFO] - mean heading_reg_loss: 0.039461 [2020-11-13 22:18:04,033][root][INFO] - mean loss: 4.409942 [2020-11-13 22:18:04,033][root][INFO] - mean neg_ratio: 0.732037 [2020-11-13 22:18:04,033][root][INFO] - mean obj_acc: 0.948378 [2020-11-13 22:18:04,033][root][INFO] - mean objectness_loss: 0.043736 [2020-11-13 22:18:04,033][root][INFO] - mean pos_ratio: 0.145020 [2020-11-13 22:18:04,033][root][INFO] - mean sem_cls_loss: 0.210291 [2020-11-13 22:18:04,033][root][INFO] - mean size_cls_loss: 0.210548 [2020-11-13 22:18:04,033][root][INFO] - mean size_reg_loss: 0.023490 [2020-11-13 22:18:04,033][root][INFO] - mean vote_loss: 0.211247 [2020-11-13 22:18:17,819][root][INFO] - **** EPOCH 119 **** [2020-11-13 22:18:17,821][root][INFO] - Current learning rate: 0.000100 [2020-11-13 22:18:17,822][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 22:18:17,822][root][INFO] - 2020-11-13 22:18:17.822125 [2020-11-13 22:19:14,208][root][INFO] - ---- batch: 010 ---- [2020-11-13 22:19:14,213][root][INFO] - mean box_loss: 0.173220 [2020-11-13 22:19:14,214][root][INFO] - mean center_loss: 0.030375 [2020-11-13 22:19:14,214][root][INFO] - mean heading_cls_loss: 0.647141 [2020-11-13 22:19:14,214][root][INFO] - mean heading_reg_loss: 0.039936 [2020-11-13 22:19:14,214][root][INFO] - mean loss: 4.085507 [2020-11-13 22:19:14,214][root][INFO] - mean neg_ratio: 0.715942 [2020-11-13 22:19:14,214][root][INFO] - mean obj_acc: 0.955614 [2020-11-13 22:19:14,214][root][INFO] - mean objectness_loss: 0.040409 [2020-11-13 22:19:14,214][root][INFO] - mean pos_ratio: 0.154108 [2020-11-13 22:19:14,214][root][INFO] - mean sem_cls_loss: 0.172118 [2020-11-13 22:19:14,214][root][INFO] - mean size_cls_loss: 0.171773 [2020-11-13 22:19:14,214][root][INFO] - mean size_reg_loss: 0.021018 [2020-11-13 22:19:14,214][root][INFO] - mean vote_loss: 0.197914 [2020-11-13 22:20:05,687][root][INFO] - ---- batch: 020 ---- [2020-11-13 22:20:05,691][root][INFO] - mean box_loss: 0.175576 [2020-11-13 22:20:05,691][root][INFO] - mean center_loss: 0.035037 [2020-11-13 22:20:05,691][root][INFO] - mean heading_cls_loss: 0.591858 [2020-11-13 22:20:05,691][root][INFO] - mean heading_reg_loss: 0.041032 [2020-11-13 22:20:05,691][root][INFO] - mean loss: 4.243171 [2020-11-13 22:20:05,691][root][INFO] - mean neg_ratio: 0.722168 [2020-11-13 22:20:05,691][root][INFO] - mean obj_acc: 0.947364 [2020-11-13 22:20:05,691][root][INFO] - mean objectness_loss: 0.047286 [2020-11-13 22:20:05,691][root][INFO] - mean pos_ratio: 0.153625 [2020-11-13 22:20:05,692][root][INFO] - mean sem_cls_loss: 0.173279 [2020-11-13 22:20:05,692][root][INFO] - mean size_cls_loss: 0.173223 [2020-11-13 22:20:05,692][root][INFO] - mean size_reg_loss: 0.022999 [2020-11-13 22:20:05,692][root][INFO] - mean vote_loss: 0.207770 [2020-11-13 22:20:55,180][root][INFO] - ---- batch: 030 ---- [2020-11-13 22:20:55,392][root][INFO] - mean box_loss: 0.187724 [2020-11-13 22:20:55,392][root][INFO] - mean center_loss: 0.038776 [2020-11-13 22:20:55,392][root][INFO] - mean heading_cls_loss: 0.636566 [2020-11-13 22:20:55,392][root][INFO] - mean heading_reg_loss: 0.043362 [2020-11-13 22:20:55,392][root][INFO] - mean loss: 4.445219 [2020-11-13 22:20:55,392][root][INFO] - mean neg_ratio: 0.714935 [2020-11-13 22:20:55,392][root][INFO] - mean obj_acc: 0.949634 [2020-11-13 22:20:55,392][root][INFO] - mean objectness_loss: 0.046048 [2020-11-13 22:20:55,392][root][INFO] - mean pos_ratio: 0.153235 [2020-11-13 22:20:55,392][root][INFO] - mean sem_cls_loss: 0.199275 [2020-11-13 22:20:55,393][root][INFO] - mean size_cls_loss: 0.199658 [2020-11-13 22:20:55,393][root][INFO] - mean size_reg_loss: 0.021964 [2020-11-13 22:20:55,393][root][INFO] - mean vote_loss: 0.213846 [2020-11-13 22:21:46,305][root][INFO] - ---- batch: 040 ---- [2020-11-13 22:21:46,310][root][INFO] - mean box_loss: 0.178943 [2020-11-13 22:21:46,310][root][INFO] - mean center_loss: 0.030117 [2020-11-13 22:21:46,310][root][INFO] - mean heading_cls_loss: 0.613950 [2020-11-13 22:21:46,310][root][INFO] - mean heading_reg_loss: 0.047413 [2020-11-13 22:21:46,310][root][INFO] - mean loss: 4.237022 [2020-11-13 22:21:46,310][root][INFO] - mean neg_ratio: 0.730157 [2020-11-13 22:21:46,310][root][INFO] - mean obj_acc: 0.943350 [2020-11-13 22:21:46,310][root][INFO] - mean objectness_loss: 0.044323 [2020-11-13 22:21:46,310][root][INFO] - mean pos_ratio: 0.145074 [2020-11-13 22:21:46,310][root][INFO] - mean sem_cls_loss: 0.171191 [2020-11-13 22:21:46,310][root][INFO] - mean size_cls_loss: 0.171611 [2020-11-13 22:21:46,310][root][INFO] - mean size_reg_loss: 0.022856 [2020-11-13 22:21:46,310][root][INFO] - mean vote_loss: 0.205479 [2020-11-13 22:22:38,457][root][INFO] - ---- batch: 050 ---- [2020-11-13 22:22:38,465][root][INFO] - mean box_loss: 0.180828 [2020-11-13 22:22:38,465][root][INFO] - mean center_loss: 0.034412 [2020-11-13 22:22:38,465][root][INFO] - mean heading_cls_loss: 0.647029 [2020-11-13 22:22:38,465][root][INFO] - mean heading_reg_loss: 0.044053 [2020-11-13 22:22:38,465][root][INFO] - mean loss: 4.431743 [2020-11-13 22:22:38,465][root][INFO] - mean neg_ratio: 0.728284 [2020-11-13 22:22:38,465][root][INFO] - mean obj_acc: 0.948547 [2020-11-13 22:22:38,465][root][INFO] - mean objectness_loss: 0.043369 [2020-11-13 22:22:38,465][root][INFO] - mean pos_ratio: 0.144867 [2020-11-13 22:22:38,465][root][INFO] - mean sem_cls_loss: 0.171618 [2020-11-13 22:22:38,465][root][INFO] - mean size_cls_loss: 0.172174 [2020-11-13 22:22:38,465][root][INFO] - mean size_reg_loss: 0.020443 [2020-11-13 22:22:38,465][root][INFO] - mean vote_loss: 0.223500 [2020-11-13 22:23:29,125][root][INFO] - ---- batch: 060 ---- [2020-11-13 22:23:29,131][root][INFO] - mean box_loss: 0.175858 [2020-11-13 22:23:29,131][root][INFO] - mean center_loss: 0.030395 [2020-11-13 22:23:29,131][root][INFO] - mean heading_cls_loss: 0.667421 [2020-11-13 22:23:29,132][root][INFO] - mean heading_reg_loss: 0.041768 [2020-11-13 22:23:29,132][root][INFO] - mean loss: 4.123994 [2020-11-13 22:23:29,132][root][INFO] - mean neg_ratio: 0.717920 [2020-11-13 22:23:29,132][root][INFO] - mean obj_acc: 0.949732 [2020-11-13 22:23:29,132][root][INFO] - mean objectness_loss: 0.043703 [2020-11-13 22:23:29,132][root][INFO] - mean pos_ratio: 0.159192 [2020-11-13 22:23:29,132][root][INFO] - mean sem_cls_loss: 0.170625 [2020-11-13 22:23:29,132][root][INFO] - mean size_cls_loss: 0.170426 [2020-11-13 22:23:29,132][root][INFO] - mean size_reg_loss: 0.019911 [2020-11-13 22:23:29,132][root][INFO] - mean vote_loss: 0.197628 [2020-11-13 22:24:21,067][root][INFO] - ---- batch: 070 ---- [2020-11-13 22:24:21,073][root][INFO] - mean box_loss: 0.178063 [2020-11-13 22:24:21,074][root][INFO] - mean center_loss: 0.034051 [2020-11-13 22:24:21,074][root][INFO] - mean heading_cls_loss: 0.621831 [2020-11-13 22:24:21,074][root][INFO] - mean heading_reg_loss: 0.041687 [2020-11-13 22:24:21,074][root][INFO] - mean loss: 4.168335 [2020-11-13 22:24:21,074][root][INFO] - mean neg_ratio: 0.734473 [2020-11-13 22:24:21,074][root][INFO] - mean obj_acc: 0.948213 [2020-11-13 22:24:21,074][root][INFO] - mean objectness_loss: 0.039424 [2020-11-13 22:24:21,074][root][INFO] - mean pos_ratio: 0.143726 [2020-11-13 22:24:21,074][root][INFO] - mean sem_cls_loss: 0.173279 [2020-11-13 22:24:21,075][root][INFO] - mean size_cls_loss: 0.174222 [2020-11-13 22:24:21,075][root][INFO] - mean size_reg_loss: 0.022720 [2020-11-13 22:24:21,075][root][INFO] - mean vote_loss: 0.201731 [2020-11-13 22:25:10,291][root][INFO] - ---- batch: 080 ---- [2020-11-13 22:25:10,352][root][INFO] - mean box_loss: 0.178056 [2020-11-13 22:25:10,353][root][INFO] - mean center_loss: 0.031780 [2020-11-13 22:25:10,353][root][INFO] - mean heading_cls_loss: 0.647384 [2020-11-13 22:25:10,353][root][INFO] - mean heading_reg_loss: 0.040427 [2020-11-13 22:25:10,353][root][INFO] - mean loss: 4.351360 [2020-11-13 22:25:10,353][root][INFO] - mean neg_ratio: 0.740997 [2020-11-13 22:25:10,353][root][INFO] - mean obj_acc: 0.942448 [2020-11-13 22:25:10,353][root][INFO] - mean objectness_loss: 0.042043 [2020-11-13 22:25:10,353][root][INFO] - mean pos_ratio: 0.141406 [2020-11-13 22:25:10,354][root][INFO] - mean sem_cls_loss: 0.184447 [2020-11-13 22:25:10,354][root][INFO] - mean size_cls_loss: 0.183882 [2020-11-13 22:25:10,354][root][INFO] - mean size_reg_loss: 0.022723 [2020-11-13 22:25:10,354][root][INFO] - mean vote_loss: 0.217613 [2020-11-13 22:25:23,571][root][INFO] - Eval batch: 0 [2020-11-13 22:25:25,323][root][INFO] - Eval batch: 10 [2020-11-13 22:25:27,144][root][INFO] - Eval batch: 20 [2020-11-13 22:25:28,966][root][INFO] - Eval batch: 30 [2020-11-13 22:25:30,749][root][INFO] - Eval batch: 40 [2020-11-13 22:25:32,614][root][INFO] - Eval batch: 50 [2020-11-13 22:25:34,467][root][INFO] - Eval batch: 60 [2020-11-13 22:25:36,211][root][INFO] - Eval batch: 70 [2020-11-13 22:25:38,044][root][INFO] - 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Eval batch: 4940 [2020-11-13 22:40:30,805][root][INFO] - Eval batch: 4950 [2020-11-13 22:40:32,615][root][INFO] - Eval batch: 4960 [2020-11-13 22:40:34,480][root][INFO] - Eval batch: 4970 [2020-11-13 22:40:36,365][root][INFO] - Eval batch: 4980 [2020-11-13 22:40:38,163][root][INFO] - Eval batch: 4990 [2020-11-13 22:40:39,955][root][INFO] - Eval batch: 5000 [2020-11-13 22:40:41,827][root][INFO] - Eval batch: 5010 [2020-11-13 22:40:43,591][root][INFO] - Eval batch: 5020 [2020-11-13 22:40:45,371][root][INFO] - Eval batch: 5030 [2020-11-13 22:40:47,154][root][INFO] - Eval batch: 5040 [2020-11-13 22:40:49,033][root][INFO] - eval mean box_loss: 0.224967 [2020-11-13 22:40:49,034][root][INFO] - eval mean center_loss: 0.040626 [2020-11-13 22:40:49,034][root][INFO] - eval mean heading_cls_loss: 0.731807 [2020-11-13 22:40:49,035][root][INFO] - eval mean heading_reg_loss: 0.040277 [2020-11-13 22:40:49,035][root][INFO] - eval mean loss: 5.452804 [2020-11-13 22:40:49,036][root][INFO] - eval mean neg_ratio: 0.699152 [2020-11-13 22:40:49,036][root][INFO] - eval mean obj_acc: 0.923078 [2020-11-13 22:40:49,036][root][INFO] - eval mean objectness_loss: 0.082990 [2020-11-13 22:40:49,037][root][INFO] - eval mean pos_ratio: 0.158232 [2020-11-13 22:40:49,037][root][INFO] - eval mean sem_cls_loss: 0.471043 [2020-11-13 22:40:49,037][root][INFO] - eval mean size_cls_loss: 0.470427 [2020-11-13 22:40:49,038][root][INFO] - eval mean size_reg_loss: 0.023840 [2020-11-13 22:40:49,038][root][INFO] - eval mean vote_loss: 0.231715 [2020-11-13 22:41:43,036][root][INFO] - eval bed Average Precision: 0.516926 [2020-11-13 22:41:43,037][root][INFO] - eval table Average Precision: 0.203912 [2020-11-13 22:41:43,037][root][INFO] - eval sofa Average Precision: 0.514655 [2020-11-13 22:41:43,037][root][INFO] - eval chair Average Precision: 0.535987 [2020-11-13 22:41:43,037][root][INFO] - eval toilet Average Precision: 0.633914 [2020-11-13 22:41:43,037][root][INFO] - eval desk Average Precision: 0.067247 [2020-11-13 22:41:43,037][root][INFO] - eval dresser Average Precision: 0.129995 [2020-11-13 22:41:43,037][root][INFO] - eval night_stand Average Precision: 0.395323 [2020-11-13 22:41:43,037][root][INFO] - eval bookshelf Average Precision: 0.060757 [2020-11-13 22:41:43,037][root][INFO] - eval bathtub Average Precision: 0.499763 [2020-11-13 22:41:43,037][root][INFO] - eval mAP: 0.355848 [2020-11-13 22:41:43,037][root][INFO] - eval bed Recall: 0.637201 [2020-11-13 22:41:43,037][root][INFO] - eval table Recall: 0.424540 [2020-11-13 22:41:43,037][root][INFO] - eval sofa Recall: 0.665102 [2020-11-13 22:41:43,037][root][INFO] - eval chair Recall: 0.652524 [2020-11-13 22:41:43,038][root][INFO] - eval toilet Recall: 0.741722 [2020-11-13 22:41:43,038][root][INFO] - eval desk Recall: 0.301033 [2020-11-13 22:41:43,038][root][INFO] - eval dresser Recall: 0.407407 [2020-11-13 22:41:43,038][root][INFO] - eval night_stand Recall: 0.586614 [2020-11-13 22:41:43,038][root][INFO] - eval bookshelf Recall: 0.200669 [2020-11-13 22:41:43,038][root][INFO] - eval bathtub Recall: 0.634615 [2020-11-13 22:41:43,038][root][INFO] - eval AR: 0.525143 [2020-11-13 22:41:43,038][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 22:41:44,620][root][INFO] - **** EPOCH 120 **** [2020-11-13 22:41:44,621][root][INFO] - Current learning rate: 0.000010 [2020-11-13 22:41:44,621][root][INFO] - Current BN decay momentum: 0.015625 [2020-11-13 22:41:44,621][root][INFO] - 2020-11-13 22:41:44.621903 [2020-11-13 22:42:41,423][root][INFO] - ---- batch: 010 ---- [2020-11-13 22:42:41,428][root][INFO] - mean box_loss: 0.189422 [2020-11-13 22:42:41,428][root][INFO] - mean center_loss: 0.042511 [2020-11-13 22:42:41,428][root][INFO] - mean heading_cls_loss: 0.651649 [2020-11-13 22:42:41,428][root][INFO] - mean heading_reg_loss: 0.039240 [2020-11-13 22:42:41,428][root][INFO] - mean loss: 4.333662 [2020-11-13 22:42:41,428][root][INFO] - mean neg_ratio: 0.713324 [2020-11-13 22:42:41,428][root][INFO] - mean obj_acc: 0.949126 [2020-11-13 22:42:41,428][root][INFO] - mean objectness_loss: 0.045104 [2020-11-13 22:42:41,428][root][INFO] - mean pos_ratio: 0.157678 [2020-11-13 22:42:41,429][root][INFO] - mean sem_cls_loss: 0.187217 [2020-11-13 22:42:41,429][root][INFO] - mean size_cls_loss: 0.186958 [2020-11-13 22:42:41,429][root][INFO] - mean size_reg_loss: 0.023811 [2020-11-13 22:42:41,429][root][INFO] - mean vote_loss: 0.202670 [2020-11-13 22:43:32,339][root][INFO] - ---- batch: 020 ---- [2020-11-13 22:43:32,344][root][INFO] - mean box_loss: 0.175420 [2020-11-13 22:43:32,344][root][INFO] - mean center_loss: 0.031481 [2020-11-13 22:43:32,344][root][INFO] - mean heading_cls_loss: 0.644758 [2020-11-13 22:43:32,344][root][INFO] - mean heading_reg_loss: 0.045055 [2020-11-13 22:43:32,344][root][INFO] - mean loss: 4.267258 [2020-11-13 22:43:32,344][root][INFO] - mean neg_ratio: 0.726251 [2020-11-13 22:43:32,344][root][INFO] - mean obj_acc: 0.957757 [2020-11-13 22:43:32,344][root][INFO] - mean objectness_loss: 0.038578 [2020-11-13 22:43:32,344][root][INFO] - mean pos_ratio: 0.148450 [2020-11-13 22:43:32,344][root][INFO] - mean sem_cls_loss: 0.156713 [2020-11-13 22:43:32,345][root][INFO] - mean size_cls_loss: 0.157039 [2020-11-13 22:43:32,345][root][INFO] - mean size_reg_loss: 0.018703 [2020-11-13 22:43:32,345][root][INFO] - mean vote_loss: 0.216346 [2020-11-13 22:44:22,481][root][INFO] - ---- batch: 030 ---- [2020-11-13 22:44:22,486][root][INFO] - mean box_loss: 0.191527 [2020-11-13 22:44:22,486][root][INFO] - mean center_loss: 0.032156 [2020-11-13 22:44:22,486][root][INFO] - mean heading_cls_loss: 0.712021 [2020-11-13 22:44:22,486][root][INFO] - mean heading_reg_loss: 0.048380 [2020-11-13 22:44:22,486][root][INFO] - mean loss: 4.355628 [2020-11-13 22:44:22,486][root][INFO] - mean neg_ratio: 0.748431 [2020-11-13 22:44:22,486][root][INFO] - mean obj_acc: 0.944431 [2020-11-13 22:44:22,486][root][INFO] - mean objectness_loss: 0.041793 [2020-11-13 22:44:22,486][root][INFO] - mean pos_ratio: 0.136774 [2020-11-13 22:44:22,486][root][INFO] - mean sem_cls_loss: 0.178345 [2020-11-13 22:44:22,486][root][INFO] - mean size_cls_loss: 0.179068 [2020-11-13 22:44:22,486][root][INFO] - mean size_reg_loss: 0.021882 [2020-11-13 22:44:22,486][root][INFO] - mean vote_loss: 0.205305 [2020-11-13 22:45:13,789][root][INFO] - ---- batch: 040 ---- [2020-11-13 22:45:13,794][root][INFO] - mean box_loss: 0.170679 [2020-11-13 22:45:13,794][root][INFO] - mean center_loss: 0.031284 [2020-11-13 22:45:13,794][root][INFO] - mean heading_cls_loss: 0.626402 [2020-11-13 22:45:13,794][root][INFO] - mean heading_reg_loss: 0.041674 [2020-11-13 22:45:13,794][root][INFO] - mean loss: 4.198112 [2020-11-13 22:45:13,794][root][INFO] - mean neg_ratio: 0.726178 [2020-11-13 22:45:13,794][root][INFO] - mean obj_acc: 0.948747 [2020-11-13 22:45:13,794][root][INFO] - mean objectness_loss: 0.044975 [2020-11-13 22:45:13,794][root][INFO] - mean pos_ratio: 0.147369 [2020-11-13 22:45:13,794][root][INFO] - mean sem_cls_loss: 0.170156 [2020-11-13 22:45:13,794][root][INFO] - mean size_cls_loss: 0.171403 [2020-11-13 22:45:13,795][root][INFO] - mean size_reg_loss: 0.017941 [2020-11-13 22:45:13,795][root][INFO] - mean vote_loss: 0.209629 [2020-11-13 22:46:04,927][root][INFO] - ---- batch: 050 ---- [2020-11-13 22:46:04,932][root][INFO] - mean box_loss: 0.178930 [2020-11-13 22:46:04,932][root][INFO] - mean center_loss: 0.034159 [2020-11-13 22:46:04,933][root][INFO] - mean heading_cls_loss: 0.659940 [2020-11-13 22:46:04,934][root][INFO] - mean heading_reg_loss: 0.042735 [2020-11-13 22:46:04,934][root][INFO] - mean loss: 4.194296 [2020-11-13 22:46:04,934][root][INFO] - mean neg_ratio: 0.722028 [2020-11-13 22:46:04,934][root][INFO] - mean obj_acc: 0.948715 [2020-11-13 22:46:04,934][root][INFO] - mean objectness_loss: 0.043931 [2020-11-13 22:46:04,934][root][INFO] - mean pos_ratio: 0.151019 [2020-11-13 22:46:04,935][root][INFO] - mean sem_cls_loss: 0.163788 [2020-11-13 22:46:04,935][root][INFO] - mean size_cls_loss: 0.163414 [2020-11-13 22:46:04,935][root][INFO] - mean size_reg_loss: 0.019701 [2020-11-13 22:46:04,935][root][INFO] - mean vote_loss: 0.202156 [2020-11-13 22:46:56,536][root][INFO] - ---- batch: 060 ---- [2020-11-13 22:46:56,541][root][INFO] - mean box_loss: 0.188862 [2020-11-13 22:46:56,541][root][INFO] - mean center_loss: 0.035534 [2020-11-13 22:46:56,541][root][INFO] - mean heading_cls_loss: 0.673566 [2020-11-13 22:46:56,541][root][INFO] - mean heading_reg_loss: 0.047728 [2020-11-13 22:46:56,542][root][INFO] - mean loss: 4.526935 [2020-11-13 22:46:56,542][root][INFO] - mean neg_ratio: 0.732178 [2020-11-13 22:46:56,542][root][INFO] - mean obj_acc: 0.952424 [2020-11-13 22:46:56,542][root][INFO] - mean objectness_loss: 0.040789 [2020-11-13 22:46:56,542][root][INFO] - mean pos_ratio: 0.141681 [2020-11-13 22:46:56,542][root][INFO] - mean sem_cls_loss: 0.159660 [2020-11-13 22:46:56,542][root][INFO] - mean size_cls_loss: 0.159113 [2020-11-13 22:46:56,542][root][INFO] - mean size_reg_loss: 0.022332 [2020-11-13 22:46:56,542][root][INFO] - mean vote_loss: 0.227471 [2020-11-13 22:47:45,959][root][INFO] - ---- batch: 070 ---- [2020-11-13 22:47:45,966][root][INFO] - mean box_loss: 0.178563 [2020-11-13 22:47:45,966][root][INFO] - mean center_loss: 0.032705 [2020-11-13 22:47:45,966][root][INFO] - mean heading_cls_loss: 0.662904 [2020-11-13 22:47:45,966][root][INFO] - mean heading_reg_loss: 0.041236 [2020-11-13 22:47:45,966][root][INFO] - mean loss: 4.274831 [2020-11-13 22:47:45,967][root][INFO] - mean neg_ratio: 0.703534 [2020-11-13 22:47:45,967][root][INFO] - mean obj_acc: 0.950934 [2020-11-13 22:47:45,967][root][INFO] - mean objectness_loss: 0.045651 [2020-11-13 22:47:45,967][root][INFO] - mean pos_ratio: 0.160016 [2020-11-13 22:47:45,967][root][INFO] - mean sem_cls_loss: 0.168590 [2020-11-13 22:47:45,967][root][INFO] - mean size_cls_loss: 0.168841 [2020-11-13 22:47:45,967][root][INFO] - mean size_reg_loss: 0.021447 [2020-11-13 22:47:45,967][root][INFO] - mean vote_loss: 0.209236 [2020-11-13 22:48:33,975][root][INFO] - ---- batch: 080 ---- [2020-11-13 22:48:33,982][root][INFO] - mean box_loss: 0.169480 [2020-11-13 22:48:33,982][root][INFO] - mean center_loss: 0.031927 [2020-11-13 22:48:33,982][root][INFO] - mean heading_cls_loss: 0.613484 [2020-11-13 22:48:33,982][root][INFO] - mean heading_reg_loss: 0.040986 [2020-11-13 22:48:33,982][root][INFO] - mean loss: 4.041749 [2020-11-13 22:48:33,982][root][INFO] - mean neg_ratio: 0.738226 [2020-11-13 22:48:33,983][root][INFO] - mean obj_acc: 0.949378 [2020-11-13 22:48:33,983][root][INFO] - mean objectness_loss: 0.040032 [2020-11-13 22:48:33,983][root][INFO] - mean pos_ratio: 0.142206 [2020-11-13 22:48:33,983][root][INFO] - mean sem_cls_loss: 0.166295 [2020-11-13 22:48:33,983][root][INFO] - mean size_cls_loss: 0.166109 [2020-11-13 22:48:33,983][root][INFO] - mean size_reg_loss: 0.018608 [2020-11-13 22:48:33,983][root][INFO] - mean vote_loss: 0.198050 [2020-11-13 22:48:47,829][root][INFO] - **** EPOCH 121 **** [2020-11-13 22:48:47,831][root][INFO] - Current learning rate: 0.000010 [2020-11-13 22:48:47,831][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-13 22:48:47,831][root][INFO] - 2020-11-13 22:48:47.831972 [2020-11-13 22:49:42,746][root][INFO] - ---- batch: 010 ---- [2020-11-13 22:49:42,751][root][INFO] - mean box_loss: 0.175440 [2020-11-13 22:49:42,751][root][INFO] - mean center_loss: 0.032358 [2020-11-13 22:49:42,751][root][INFO] - mean heading_cls_loss: 0.644908 [2020-11-13 22:49:42,751][root][INFO] - mean heading_reg_loss: 0.038613 [2020-11-13 22:49:42,751][root][INFO] - mean loss: 4.376792 [2020-11-13 22:49:42,751][root][INFO] - mean neg_ratio: 0.719720 [2020-11-13 22:49:42,751][root][INFO] - mean obj_acc: 0.953272 [2020-11-13 22:49:42,751][root][INFO] - mean objectness_loss: 0.042604 [2020-11-13 22:49:42,751][root][INFO] - mean pos_ratio: 0.149945 [2020-11-13 22:49:42,751][root][INFO] - mean sem_cls_loss: 0.183964 [2020-11-13 22:49:42,751][root][INFO] - mean size_cls_loss: 0.184064 [2020-11-13 22:49:42,751][root][INFO] - mean size_reg_loss: 0.021571 [2020-11-13 22:49:42,751][root][INFO] - mean vote_loss: 0.222541 [2020-11-13 22:50:33,660][root][INFO] - ---- batch: 020 ---- [2020-11-13 22:50:33,665][root][INFO] - mean box_loss: 0.174528 [2020-11-13 22:50:33,665][root][INFO] - mean center_loss: 0.035626 [2020-11-13 22:50:33,665][root][INFO] - mean heading_cls_loss: 0.642725 [2020-11-13 22:50:33,665][root][INFO] - mean heading_reg_loss: 0.039295 [2020-11-13 22:50:33,665][root][INFO] - mean loss: 4.229391 [2020-11-13 22:50:33,665][root][INFO] - mean neg_ratio: 0.727869 [2020-11-13 22:50:33,665][root][INFO] - mean obj_acc: 0.942033 [2020-11-13 22:50:33,665][root][INFO] - mean objectness_loss: 0.049856 [2020-11-13 22:50:33,665][root][INFO] - mean pos_ratio: 0.143292 [2020-11-13 22:50:33,665][root][INFO] - mean sem_cls_loss: 0.178795 [2020-11-13 22:50:33,665][root][INFO] - mean size_cls_loss: 0.179300 [2020-11-13 22:50:33,665][root][INFO] - mean size_reg_loss: 0.017405 [2020-11-13 22:50:33,665][root][INFO] - mean vote_loss: 0.205603 [2020-11-13 22:51:25,187][root][INFO] - ---- batch: 030 ---- [2020-11-13 22:51:25,192][root][INFO] - mean box_loss: 0.197310 [2020-11-13 22:51:25,192][root][INFO] - mean center_loss: 0.039246 [2020-11-13 22:51:25,193][root][INFO] - mean heading_cls_loss: 0.725574 [2020-11-13 22:51:25,193][root][INFO] - mean heading_reg_loss: 0.040470 [2020-11-13 22:51:25,193][root][INFO] - mean loss: 4.538238 [2020-11-13 22:51:25,193][root][INFO] - mean neg_ratio: 0.734265 [2020-11-13 22:51:25,193][root][INFO] - mean obj_acc: 0.946408 [2020-11-13 22:51:25,193][root][INFO] - mean objectness_loss: 0.044675 [2020-11-13 22:51:25,193][root][INFO] - mean pos_ratio: 0.136572 [2020-11-13 22:51:25,193][root][INFO] - mean sem_cls_loss: 0.202043 [2020-11-13 22:51:25,193][root][INFO] - mean size_cls_loss: 0.202414 [2020-11-13 22:51:25,193][root][INFO] - mean size_reg_loss: 0.024795 [2020-11-13 22:51:25,193][root][INFO] - mean vote_loss: 0.213972 [2020-11-13 22:52:15,404][root][INFO] - ---- batch: 040 ---- [2020-11-13 22:52:15,408][root][INFO] - mean box_loss: 0.185451 [2020-11-13 22:52:15,408][root][INFO] - mean center_loss: 0.029126 [2020-11-13 22:52:15,409][root][INFO] - mean heading_cls_loss: 0.678235 [2020-11-13 22:52:15,409][root][INFO] - mean heading_reg_loss: 0.050403 [2020-11-13 22:52:15,409][root][INFO] - mean loss: 4.295048 [2020-11-13 22:52:15,409][root][INFO] - mean neg_ratio: 0.712231 [2020-11-13 22:52:15,409][root][INFO] - mean obj_acc: 0.949403 [2020-11-13 22:52:15,409][root][INFO] - mean objectness_loss: 0.046844 [2020-11-13 22:52:15,409][root][INFO] - mean pos_ratio: 0.160370 [2020-11-13 22:52:15,409][root][INFO] - mean sem_cls_loss: 0.169716 [2020-11-13 22:52:15,409][root][INFO] - mean size_cls_loss: 0.169575 [2020-11-13 22:52:15,409][root][INFO] - mean size_reg_loss: 0.021142 [2020-11-13 22:52:15,409][root][INFO] - mean vote_loss: 0.203660 [2020-11-13 22:53:06,057][root][INFO] - ---- batch: 050 ---- [2020-11-13 22:53:06,062][root][INFO] - mean box_loss: 0.178966 [2020-11-13 22:53:06,064][root][INFO] - mean center_loss: 0.032518 [2020-11-13 22:53:06,064][root][INFO] - mean heading_cls_loss: 0.654498 [2020-11-13 22:53:06,065][root][INFO] - mean heading_reg_loss: 0.045492 [2020-11-13 22:53:06,065][root][INFO] - mean loss: 4.236235 [2020-11-13 22:53:06,065][root][INFO] - mean neg_ratio: 0.734705 [2020-11-13 22:53:06,065][root][INFO] - mean obj_acc: 0.949778 [2020-11-13 22:53:06,065][root][INFO] - mean objectness_loss: 0.042242 [2020-11-13 22:53:06,065][root][INFO] - mean pos_ratio: 0.147070 [2020-11-13 22:53:06,065][root][INFO] - mean sem_cls_loss: 0.155958 [2020-11-13 22:53:06,065][root][INFO] - mean size_cls_loss: 0.156198 [2020-11-13 22:53:06,065][root][INFO] - mean size_reg_loss: 0.019886 [2020-11-13 22:53:06,065][root][INFO] - mean vote_loss: 0.207941 [2020-11-13 22:53:55,997][root][INFO] - ---- batch: 060 ---- [2020-11-13 22:53:56,003][root][INFO] - mean box_loss: 0.187404 [2020-11-13 22:53:56,003][root][INFO] - mean center_loss: 0.035545 [2020-11-13 22:53:56,003][root][INFO] - mean heading_cls_loss: 0.697442 [2020-11-13 22:53:56,003][root][INFO] - mean heading_reg_loss: 0.044498 [2020-11-13 22:53:56,003][root][INFO] - mean loss: 4.323802 [2020-11-13 22:53:56,003][root][INFO] - mean neg_ratio: 0.731635 [2020-11-13 22:53:56,003][root][INFO] - mean obj_acc: 0.954439 [2020-11-13 22:53:56,003][root][INFO] - mean objectness_loss: 0.037553 [2020-11-13 22:53:56,003][root][INFO] - mean pos_ratio: 0.147375 [2020-11-13 22:53:56,003][root][INFO] - mean sem_cls_loss: 0.173812 [2020-11-13 22:53:56,003][root][INFO] - mean size_cls_loss: 0.173214 [2020-11-13 22:53:56,003][root][INFO] - mean size_reg_loss: 0.020296 [2020-11-13 22:53:56,003][root][INFO] - mean vote_loss: 0.208818 [2020-11-13 22:54:46,342][root][INFO] - ---- batch: 070 ---- [2020-11-13 22:54:46,349][root][INFO] - mean box_loss: 0.173320 [2020-11-13 22:54:46,349][root][INFO] - mean center_loss: 0.030355 [2020-11-13 22:54:46,349][root][INFO] - mean heading_cls_loss: 0.642727 [2020-11-13 22:54:46,350][root][INFO] - mean heading_reg_loss: 0.041918 [2020-11-13 22:54:46,350][root][INFO] - mean loss: 4.102139 [2020-11-13 22:54:46,350][root][INFO] - mean neg_ratio: 0.718555 [2020-11-13 22:54:46,350][root][INFO] - mean obj_acc: 0.951597 [2020-11-13 22:54:46,350][root][INFO] - mean objectness_loss: 0.043176 [2020-11-13 22:54:46,350][root][INFO] - mean pos_ratio: 0.150946 [2020-11-13 22:54:46,350][root][INFO] - mean sem_cls_loss: 0.175756 [2020-11-13 22:54:46,350][root][INFO] - mean size_cls_loss: 0.175705 [2020-11-13 22:54:46,350][root][INFO] - mean size_reg_loss: 0.019205 [2020-11-13 22:54:46,350][root][INFO] - mean vote_loss: 0.197730 [2020-11-13 22:55:36,408][root][INFO] - ---- batch: 080 ---- [2020-11-13 22:55:36,414][root][INFO] - mean box_loss: 0.181817 [2020-11-13 22:55:36,414][root][INFO] - mean center_loss: 0.032161 [2020-11-13 22:55:36,414][root][INFO] - mean heading_cls_loss: 0.642006 [2020-11-13 22:55:36,414][root][INFO] - mean heading_reg_loss: 0.044216 [2020-11-13 22:55:36,415][root][INFO] - mean loss: 4.346328 [2020-11-13 22:55:36,415][root][INFO] - mean neg_ratio: 0.728955 [2020-11-13 22:55:36,415][root][INFO] - mean obj_acc: 0.950679 [2020-11-13 22:55:36,415][root][INFO] - mean objectness_loss: 0.040200 [2020-11-13 22:55:36,415][root][INFO] - mean pos_ratio: 0.143146 [2020-11-13 22:55:36,415][root][INFO] - mean sem_cls_loss: 0.179486 [2020-11-13 22:55:36,415][root][INFO] - mean size_cls_loss: 0.179406 [2020-11-13 22:55:36,415][root][INFO] - mean size_reg_loss: 0.023299 [2020-11-13 22:55:36,415][root][INFO] - mean vote_loss: 0.214767 [2020-11-13 22:55:50,138][root][INFO] - **** EPOCH 122 **** [2020-11-13 22:55:50,140][root][INFO] - Current learning rate: 0.000010 [2020-11-13 22:55:50,140][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-13 22:55:50,140][root][INFO] - 2020-11-13 22:55:50.140411 [2020-11-13 22:56:45,926][root][INFO] - ---- batch: 010 ---- [2020-11-13 22:56:45,931][root][INFO] - mean box_loss: 0.194832 [2020-11-13 22:56:45,931][root][INFO] - mean center_loss: 0.032528 [2020-11-13 22:56:45,931][root][INFO] - mean heading_cls_loss: 0.687721 [2020-11-13 22:56:45,931][root][INFO] - mean heading_reg_loss: 0.049688 [2020-11-13 22:56:45,932][root][INFO] - mean loss: 4.542008 [2020-11-13 22:56:45,932][root][INFO] - mean neg_ratio: 0.740070 [2020-11-13 22:56:45,932][root][INFO] - mean obj_acc: 0.941774 [2020-11-13 22:56:45,932][root][INFO] - mean objectness_loss: 0.044664 [2020-11-13 22:56:45,932][root][INFO] - mean pos_ratio: 0.131317 [2020-11-13 22:56:45,932][root][INFO] - mean sem_cls_loss: 0.201487 [2020-11-13 22:56:45,932][root][INFO] - mean size_cls_loss: 0.202303 [2020-11-13 22:56:45,932][root][INFO] - mean size_reg_loss: 0.023613 [2020-11-13 22:56:45,932][root][INFO] - mean vote_loss: 0.216889 [2020-11-13 22:57:36,345][root][INFO] - ---- batch: 020 ---- [2020-11-13 22:57:36,349][root][INFO] - mean box_loss: 0.181706 [2020-11-13 22:57:36,350][root][INFO] - mean center_loss: 0.033136 [2020-11-13 22:57:36,350][root][INFO] - mean heading_cls_loss: 0.700346 [2020-11-13 22:57:36,350][root][INFO] - mean heading_reg_loss: 0.044408 [2020-11-13 22:57:36,350][root][INFO] - mean loss: 4.233195 [2020-11-13 22:57:36,350][root][INFO] - mean neg_ratio: 0.720990 [2020-11-13 22:57:36,350][root][INFO] - mean obj_acc: 0.951371 [2020-11-13 22:57:36,350][root][INFO] - mean objectness_loss: 0.043668 [2020-11-13 22:57:36,350][root][INFO] - mean pos_ratio: 0.154034 [2020-11-13 22:57:36,350][root][INFO] - mean sem_cls_loss: 0.152778 [2020-11-13 22:57:36,350][root][INFO] - mean size_cls_loss: 0.152676 [2020-11-13 22:57:36,350][root][INFO] - mean size_reg_loss: 0.018861 [2020-11-13 22:57:36,350][root][INFO] - mean vote_loss: 0.204501 [2020-11-13 22:58:27,561][root][INFO] - ---- batch: 030 ---- [2020-11-13 22:58:27,565][root][INFO] - mean box_loss: 0.182791 [2020-11-13 22:58:27,566][root][INFO] - mean center_loss: 0.031914 [2020-11-13 22:58:27,566][root][INFO] - mean heading_cls_loss: 0.670434 [2020-11-13 22:58:27,566][root][INFO] - mean heading_reg_loss: 0.040976 [2020-11-13 22:58:27,566][root][INFO] - mean loss: 4.323019 [2020-11-13 22:58:27,566][root][INFO] - mean neg_ratio: 0.731757 [2020-11-13 22:58:27,566][root][INFO] - mean obj_acc: 0.948185 [2020-11-13 22:58:27,566][root][INFO] - mean objectness_loss: 0.045990 [2020-11-13 22:58:27,566][root][INFO] - mean pos_ratio: 0.144293 [2020-11-13 22:58:27,566][root][INFO] - mean sem_cls_loss: 0.193597 [2020-11-13 22:58:27,566][root][INFO] - mean size_cls_loss: 0.193437 [2020-11-13 22:58:27,566][root][INFO] - mean size_reg_loss: 0.023514 [2020-11-13 22:58:27,566][root][INFO] - mean vote_loss: 0.207156 [2020-11-13 22:59:19,166][root][INFO] - ---- batch: 040 ---- [2020-11-13 22:59:19,170][root][INFO] - mean box_loss: 0.172493 [2020-11-13 22:59:19,171][root][INFO] - mean center_loss: 0.032771 [2020-11-13 22:59:19,171][root][INFO] - mean heading_cls_loss: 0.588971 [2020-11-13 22:59:19,171][root][INFO] - mean heading_reg_loss: 0.041342 [2020-11-13 22:59:19,171][root][INFO] - mean loss: 4.199709 [2020-11-13 22:59:19,171][root][INFO] - mean neg_ratio: 0.728802 [2020-11-13 22:59:19,171][root][INFO] - mean obj_acc: 0.956269 [2020-11-13 22:59:19,171][root][INFO] - mean objectness_loss: 0.038015 [2020-11-13 22:59:19,171][root][INFO] - mean pos_ratio: 0.148126 [2020-11-13 22:59:19,171][root][INFO] - mean sem_cls_loss: 0.170199 [2020-11-13 22:59:19,171][root][INFO] - mean size_cls_loss: 0.170040 [2020-11-13 22:59:19,171][root][INFO] - mean size_reg_loss: 0.022479 [2020-11-13 22:59:19,171][root][INFO] - mean vote_loss: 0.211451 [2020-11-13 23:00:11,008][root][INFO] - ---- batch: 050 ---- [2020-11-13 23:00:11,014][root][INFO] - mean box_loss: 0.174443 [2020-11-13 23:00:11,015][root][INFO] - mean center_loss: 0.031528 [2020-11-13 23:00:11,016][root][INFO] - mean heading_cls_loss: 0.632754 [2020-11-13 23:00:11,016][root][INFO] - mean heading_reg_loss: 0.045660 [2020-11-13 23:00:11,016][root][INFO] - mean loss: 4.278660 [2020-11-13 23:00:11,016][root][INFO] - mean neg_ratio: 0.729944 [2020-11-13 23:00:11,016][root][INFO] - mean obj_acc: 0.947510 [2020-11-13 23:00:11,016][root][INFO] - mean objectness_loss: 0.044661 [2020-11-13 23:00:11,016][root][INFO] - mean pos_ratio: 0.141290 [2020-11-13 23:00:11,016][root][INFO] - mean sem_cls_loss: 0.159145 [2020-11-13 23:00:11,016][root][INFO] - mean size_cls_loss: 0.159023 [2020-11-13 23:00:11,016][root][INFO] - mean size_reg_loss: 0.018078 [2020-11-13 23:00:11,016][root][INFO] - mean vote_loss: 0.215178 [2020-11-13 23:01:01,610][root][INFO] - ---- batch: 060 ---- [2020-11-13 23:01:01,615][root][INFO] - mean box_loss: 0.167588 [2020-11-13 23:01:01,615][root][INFO] - mean center_loss: 0.028937 [2020-11-13 23:01:01,615][root][INFO] - mean heading_cls_loss: 0.648954 [2020-11-13 23:01:01,615][root][INFO] - mean heading_reg_loss: 0.039860 [2020-11-13 23:01:01,615][root][INFO] - mean loss: 4.072672 [2020-11-13 23:01:01,616][root][INFO] - mean neg_ratio: 0.718890 [2020-11-13 23:01:01,616][root][INFO] - mean obj_acc: 0.953930 [2020-11-13 23:01:01,616][root][INFO] - mean objectness_loss: 0.043489 [2020-11-13 23:01:01,616][root][INFO] - mean pos_ratio: 0.161621 [2020-11-13 23:01:01,616][root][INFO] - mean sem_cls_loss: 0.165531 [2020-11-13 23:01:01,616][root][INFO] - mean size_cls_loss: 0.165966 [2020-11-13 23:01:01,616][root][INFO] - mean size_reg_loss: 0.017299 [2020-11-13 23:01:01,616][root][INFO] - mean vote_loss: 0.201381 [2020-11-13 23:01:50,400][root][INFO] - ---- batch: 070 ---- [2020-11-13 23:01:50,405][root][INFO] - mean box_loss: 0.183528 [2020-11-13 23:01:50,407][root][INFO] - mean center_loss: 0.039204 [2020-11-13 23:01:50,407][root][INFO] - mean heading_cls_loss: 0.615621 [2020-11-13 23:01:50,407][root][INFO] - mean heading_reg_loss: 0.044811 [2020-11-13 23:01:50,407][root][INFO] - mean loss: 4.280842 [2020-11-13 23:01:50,407][root][INFO] - mean neg_ratio: 0.729645 [2020-11-13 23:01:50,407][root][INFO] - mean obj_acc: 0.947763 [2020-11-13 23:01:50,407][root][INFO] - mean objectness_loss: 0.043634 [2020-11-13 23:01:50,407][root][INFO] - mean pos_ratio: 0.149640 [2020-11-13 23:01:50,407][root][INFO] - mean sem_cls_loss: 0.191789 [2020-11-13 23:01:50,407][root][INFO] - mean size_cls_loss: 0.192238 [2020-11-13 23:01:50,407][root][INFO] - mean size_reg_loss: 0.018726 [2020-11-13 23:01:50,407][root][INFO] - mean vote_loss: 0.203561 [2020-11-13 23:02:39,158][root][INFO] - ---- batch: 080 ---- [2020-11-13 23:02:39,165][root][INFO] - mean box_loss: 0.185253 [2020-11-13 23:02:39,165][root][INFO] - mean center_loss: 0.035399 [2020-11-13 23:02:39,165][root][INFO] - mean heading_cls_loss: 0.678176 [2020-11-13 23:02:39,165][root][INFO] - mean heading_reg_loss: 0.038113 [2020-11-13 23:02:39,166][root][INFO] - mean loss: 4.403285 [2020-11-13 23:02:39,166][root][INFO] - mean neg_ratio: 0.719226 [2020-11-13 23:02:39,166][root][INFO] - mean obj_acc: 0.954325 [2020-11-13 23:02:39,166][root][INFO] - mean objectness_loss: 0.040485 [2020-11-13 23:02:39,166][root][INFO] - mean pos_ratio: 0.152960 [2020-11-13 23:02:39,166][root][INFO] - mean sem_cls_loss: 0.190247 [2020-11-13 23:02:39,166][root][INFO] - mean size_cls_loss: 0.189942 [2020-11-13 23:02:39,166][root][INFO] - mean size_reg_loss: 0.024929 [2020-11-13 23:02:39,166][root][INFO] - mean vote_loss: 0.215809 [2020-11-13 23:02:52,908][root][INFO] - **** EPOCH 123 **** [2020-11-13 23:02:52,909][root][INFO] - Current learning rate: 0.000010 [2020-11-13 23:02:52,910][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-13 23:02:52,910][root][INFO] - 2020-11-13 23:02:52.910073 [2020-11-13 23:03:48,671][root][INFO] - ---- batch: 010 ---- [2020-11-13 23:03:48,676][root][INFO] - mean box_loss: 0.188590 [2020-11-13 23:03:48,676][root][INFO] - mean center_loss: 0.034303 [2020-11-13 23:03:48,676][root][INFO] - mean heading_cls_loss: 0.701480 [2020-11-13 23:03:48,677][root][INFO] - mean heading_reg_loss: 0.046702 [2020-11-13 23:03:48,677][root][INFO] - mean loss: 4.261223 [2020-11-13 23:03:48,677][root][INFO] - mean neg_ratio: 0.742126 [2020-11-13 23:03:48,677][root][INFO] - mean obj_acc: 0.945102 [2020-11-13 23:03:48,677][root][INFO] - mean objectness_loss: 0.044252 [2020-11-13 23:03:48,677][root][INFO] - mean pos_ratio: 0.139807 [2020-11-13 23:03:48,677][root][INFO] - mean sem_cls_loss: 0.188133 [2020-11-13 23:03:48,677][root][INFO] - mean size_cls_loss: 0.188510 [2020-11-13 23:03:48,677][root][INFO] - mean size_reg_loss: 0.018587 [2020-11-13 23:03:48,677][root][INFO] - mean vote_loss: 0.196592 [2020-11-13 23:04:38,903][root][INFO] - ---- batch: 020 ---- [2020-11-13 23:04:38,907][root][INFO] - mean box_loss: 0.179925 [2020-11-13 23:04:38,908][root][INFO] - mean center_loss: 0.032836 [2020-11-13 23:04:38,908][root][INFO] - mean heading_cls_loss: 0.623010 [2020-11-13 23:04:38,908][root][INFO] - mean heading_reg_loss: 0.042592 [2020-11-13 23:04:38,908][root][INFO] - mean loss: 4.335756 [2020-11-13 23:04:38,908][root][INFO] - mean neg_ratio: 0.725372 [2020-11-13 23:04:38,908][root][INFO] - mean obj_acc: 0.950416 [2020-11-13 23:04:38,908][root][INFO] - mean objectness_loss: 0.043645 [2020-11-13 23:04:38,908][root][INFO] - mean pos_ratio: 0.151685 [2020-11-13 23:04:38,908][root][INFO] - mean sem_cls_loss: 0.189825 [2020-11-13 23:04:38,908][root][INFO] - mean size_cls_loss: 0.189868 [2020-11-13 23:04:38,908][root][INFO] - mean size_reg_loss: 0.023209 [2020-11-13 23:04:38,908][root][INFO] - mean vote_loss: 0.212846 [2020-11-13 23:05:29,858][root][INFO] - ---- batch: 030 ---- [2020-11-13 23:05:29,863][root][INFO] - mean box_loss: 0.179937 [2020-11-13 23:05:29,864][root][INFO] - mean center_loss: 0.030686 [2020-11-13 23:05:29,864][root][INFO] - mean heading_cls_loss: 0.657928 [2020-11-13 23:05:29,864][root][INFO] - mean heading_reg_loss: 0.041654 [2020-11-13 23:05:29,864][root][INFO] - mean loss: 4.253215 [2020-11-13 23:05:29,864][root][INFO] - mean neg_ratio: 0.706329 [2020-11-13 23:05:29,864][root][INFO] - mean obj_acc: 0.955846 [2020-11-13 23:05:29,864][root][INFO] - mean objectness_loss: 0.042088 [2020-11-13 23:05:29,864][root][INFO] - mean pos_ratio: 0.161981 [2020-11-13 23:05:29,864][root][INFO] - mean sem_cls_loss: 0.184660 [2020-11-13 23:05:29,864][root][INFO] - mean size_cls_loss: 0.185118 [2020-11-13 23:05:29,864][root][INFO] - mean size_reg_loss: 0.023292 [2020-11-13 23:05:29,864][root][INFO] - mean vote_loss: 0.205874 [2020-11-13 23:06:20,270][root][INFO] - ---- batch: 040 ---- [2020-11-13 23:06:20,275][root][INFO] - mean box_loss: 0.179946 [2020-11-13 23:06:20,275][root][INFO] - mean center_loss: 0.034331 [2020-11-13 23:06:20,275][root][INFO] - mean heading_cls_loss: 0.662609 [2020-11-13 23:06:20,275][root][INFO] - mean heading_reg_loss: 0.040039 [2020-11-13 23:06:20,275][root][INFO] - mean loss: 4.271748 [2020-11-13 23:06:20,275][root][INFO] - mean neg_ratio: 0.729187 [2020-11-13 23:06:20,275][root][INFO] - mean obj_acc: 0.945583 [2020-11-13 23:06:20,275][root][INFO] - mean objectness_loss: 0.044725 [2020-11-13 23:06:20,275][root][INFO] - mean pos_ratio: 0.144989 [2020-11-13 23:06:20,276][root][INFO] - mean sem_cls_loss: 0.182039 [2020-11-13 23:06:20,276][root][INFO] - mean size_cls_loss: 0.181972 [2020-11-13 23:06:20,276][root][INFO] - mean size_reg_loss: 0.021118 [2020-11-13 23:06:20,276][root][INFO] - mean vote_loss: 0.206663 [2020-11-13 23:07:12,275][root][INFO] - ---- batch: 050 ---- [2020-11-13 23:07:12,279][root][INFO] - mean box_loss: 0.182285 [2020-11-13 23:07:12,279][root][INFO] - mean center_loss: 0.035579 [2020-11-13 23:07:12,280][root][INFO] - mean heading_cls_loss: 0.717352 [2020-11-13 23:07:12,280][root][INFO] - mean heading_reg_loss: 0.040100 [2020-11-13 23:07:12,280][root][INFO] - mean loss: 4.347242 [2020-11-13 23:07:12,280][root][INFO] - mean neg_ratio: 0.732214 [2020-11-13 23:07:12,280][root][INFO] - mean obj_acc: 0.946727 [2020-11-13 23:07:12,280][root][INFO] - mean objectness_loss: 0.043972 [2020-11-13 23:07:12,280][root][INFO] - mean pos_ratio: 0.143512 [2020-11-13 23:07:12,280][root][INFO] - mean sem_cls_loss: 0.167567 [2020-11-13 23:07:12,280][root][INFO] - mean size_cls_loss: 0.167492 [2020-11-13 23:07:12,280][root][INFO] - mean size_reg_loss: 0.018122 [2020-11-13 23:07:12,280][root][INFO] - mean vote_loss: 0.213696 [2020-11-13 23:08:03,785][root][INFO] - ---- batch: 060 ---- [2020-11-13 23:08:03,791][root][INFO] - mean box_loss: 0.172151 [2020-11-13 23:08:03,791][root][INFO] - mean center_loss: 0.030888 [2020-11-13 23:08:03,792][root][INFO] - mean heading_cls_loss: 0.686094 [2020-11-13 23:08:03,792][root][INFO] - mean heading_reg_loss: 0.037785 [2020-11-13 23:08:03,792][root][INFO] - mean loss: 4.049442 [2020-11-13 23:08:03,792][root][INFO] - mean neg_ratio: 0.716187 [2020-11-13 23:08:03,792][root][INFO] - mean obj_acc: 0.954811 [2020-11-13 23:08:03,792][root][INFO] - mean objectness_loss: 0.041313 [2020-11-13 23:08:03,792][root][INFO] - mean pos_ratio: 0.155872 [2020-11-13 23:08:03,792][root][INFO] - mean sem_cls_loss: 0.158325 [2020-11-13 23:08:03,792][root][INFO] - mean size_cls_loss: 0.158003 [2020-11-13 23:08:03,792][root][INFO] - mean size_reg_loss: 0.019068 [2020-11-13 23:08:03,792][root][INFO] - mean vote_loss: 0.196304 [2020-11-13 23:08:52,786][root][INFO] - ---- batch: 070 ---- [2020-11-13 23:08:52,791][root][INFO] - mean box_loss: 0.172345 [2020-11-13 23:08:52,792][root][INFO] - mean center_loss: 0.032028 [2020-11-13 23:08:52,792][root][INFO] - mean heading_cls_loss: 0.581636 [2020-11-13 23:08:52,792][root][INFO] - mean heading_reg_loss: 0.045341 [2020-11-13 23:08:52,792][root][INFO] - mean loss: 4.224500 [2020-11-13 23:08:52,792][root][INFO] - mean neg_ratio: 0.732062 [2020-11-13 23:08:52,792][root][INFO] - mean obj_acc: 0.947500 [2020-11-13 23:08:52,792][root][INFO] - mean objectness_loss: 0.041811 [2020-11-13 23:08:52,793][root][INFO] - mean pos_ratio: 0.147919 [2020-11-13 23:08:52,793][root][INFO] - mean sem_cls_loss: 0.157039 [2020-11-13 23:08:52,793][root][INFO] - mean size_cls_loss: 0.157780 [2020-11-13 23:08:52,793][root][INFO] - mean size_reg_loss: 0.021035 [2020-11-13 23:08:52,793][root][INFO] - mean vote_loss: 0.213495 [2020-11-13 23:09:42,652][root][INFO] - ---- batch: 080 ---- [2020-11-13 23:09:42,659][root][INFO] - mean box_loss: 0.186958 [2020-11-13 23:09:42,659][root][INFO] - mean center_loss: 0.036950 [2020-11-13 23:09:42,659][root][INFO] - mean heading_cls_loss: 0.676600 [2020-11-13 23:09:42,660][root][INFO] - mean heading_reg_loss: 0.043110 [2020-11-13 23:09:42,660][root][INFO] - mean loss: 4.423613 [2020-11-13 23:09:42,660][root][INFO] - mean neg_ratio: 0.718518 [2020-11-13 23:09:42,660][root][INFO] - mean obj_acc: 0.950357 [2020-11-13 23:09:42,660][root][INFO] - mean objectness_loss: 0.043370 [2020-11-13 23:09:42,660][root][INFO] - mean pos_ratio: 0.150128 [2020-11-13 23:09:42,660][root][INFO] - mean sem_cls_loss: 0.169871 [2020-11-13 23:09:42,660][root][INFO] - mean size_cls_loss: 0.169982 [2020-11-13 23:09:42,660][root][INFO] - mean size_reg_loss: 0.022241 [2020-11-13 23:09:42,660][root][INFO] - mean vote_loss: 0.216731 [2020-11-13 23:09:56,342][root][INFO] - **** EPOCH 124 **** [2020-11-13 23:09:56,346][root][INFO] - Current learning rate: 0.000010 [2020-11-13 23:09:56,346][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-13 23:09:56,346][root][INFO] - 2020-11-13 23:09:56.346168 [2020-11-13 23:10:52,587][root][INFO] - ---- batch: 010 ---- [2020-11-13 23:10:52,592][root][INFO] - mean box_loss: 0.171308 [2020-11-13 23:10:52,592][root][INFO] - mean center_loss: 0.029472 [2020-11-13 23:10:52,592][root][INFO] - mean heading_cls_loss: 0.659742 [2020-11-13 23:10:52,592][root][INFO] - mean heading_reg_loss: 0.042824 [2020-11-13 23:10:52,593][root][INFO] - mean loss: 4.101196 [2020-11-13 23:10:52,593][root][INFO] - mean neg_ratio: 0.704816 [2020-11-13 23:10:52,593][root][INFO] - mean obj_acc: 0.955466 [2020-11-13 23:10:52,593][root][INFO] - mean objectness_loss: 0.043847 [2020-11-13 23:10:52,593][root][INFO] - mean pos_ratio: 0.161273 [2020-11-13 23:10:52,593][root][INFO] - mean sem_cls_loss: 0.156772 [2020-11-13 23:10:52,593][root][INFO] - mean size_cls_loss: 0.157208 [2020-11-13 23:10:52,593][root][INFO] - mean size_reg_loss: 0.017316 [2020-11-13 23:10:52,593][root][INFO] - mean vote_loss: 0.201211 [2020-11-13 23:11:43,394][root][INFO] - ---- batch: 020 ---- [2020-11-13 23:11:43,399][root][INFO] - mean box_loss: 0.173657 [2020-11-13 23:11:43,399][root][INFO] - mean center_loss: 0.032779 [2020-11-13 23:11:43,399][root][INFO] - mean heading_cls_loss: 0.645636 [2020-11-13 23:11:43,399][root][INFO] - mean heading_reg_loss: 0.040783 [2020-11-13 23:11:43,399][root][INFO] - mean loss: 4.126111 [2020-11-13 23:11:43,399][root][INFO] - mean neg_ratio: 0.725562 [2020-11-13 23:11:43,399][root][INFO] - mean obj_acc: 0.950849 [2020-11-13 23:11:43,399][root][INFO] - mean objectness_loss: 0.041453 [2020-11-13 23:11:43,400][root][INFO] - mean pos_ratio: 0.149982 [2020-11-13 23:11:43,400][root][INFO] - mean sem_cls_loss: 0.162850 [2020-11-13 23:11:43,400][root][INFO] - mean size_cls_loss: 0.162652 [2020-11-13 23:11:43,400][root][INFO] - mean size_reg_loss: 0.019267 [2020-11-13 23:11:43,400][root][INFO] - mean vote_loss: 0.201942 [2020-11-13 23:12:35,797][root][INFO] - ---- batch: 030 ---- [2020-11-13 23:12:35,801][root][INFO] - mean box_loss: 0.181958 [2020-11-13 23:12:35,802][root][INFO] - mean center_loss: 0.034187 [2020-11-13 23:12:35,802][root][INFO] - mean heading_cls_loss: 0.700527 [2020-11-13 23:12:35,802][root][INFO] - mean heading_reg_loss: 0.041141 [2020-11-13 23:12:35,802][root][INFO] - mean loss: 4.202602 [2020-11-13 23:12:35,802][root][INFO] - mean neg_ratio: 0.733496 [2020-11-13 23:12:35,802][root][INFO] - mean obj_acc: 0.949621 [2020-11-13 23:12:35,802][root][INFO] - mean objectness_loss: 0.041408 [2020-11-13 23:12:35,802][root][INFO] - mean pos_ratio: 0.141840 [2020-11-13 23:12:35,802][root][INFO] - mean sem_cls_loss: 0.173015 [2020-11-13 23:12:35,802][root][INFO] - mean size_cls_loss: 0.172810 [2020-11-13 23:12:35,802][root][INFO] - mean size_reg_loss: 0.019297 [2020-11-13 23:12:35,802][root][INFO] - mean vote_loss: 0.200296 [2020-11-13 23:13:26,112][root][INFO] - ---- batch: 040 ---- [2020-11-13 23:13:26,117][root][INFO] - mean box_loss: 0.181238 [2020-11-13 23:13:26,118][root][INFO] - mean center_loss: 0.033301 [2020-11-13 23:13:26,118][root][INFO] - mean heading_cls_loss: 0.618435 [2020-11-13 23:13:26,118][root][INFO] - mean heading_reg_loss: 0.042612 [2020-11-13 23:13:26,118][root][INFO] - mean loss: 4.328777 [2020-11-13 23:13:26,118][root][INFO] - mean neg_ratio: 0.729120 [2020-11-13 23:13:26,118][root][INFO] - mean obj_acc: 0.948796 [2020-11-13 23:13:26,118][root][INFO] - mean objectness_loss: 0.042405 [2020-11-13 23:13:26,118][root][INFO] - mean pos_ratio: 0.149036 [2020-11-13 23:13:26,118][root][INFO] - mean sem_cls_loss: 0.183218 [2020-11-13 23:13:26,118][root][INFO] - mean size_cls_loss: 0.183147 [2020-11-13 23:13:26,118][root][INFO] - mean size_reg_loss: 0.025167 [2020-11-13 23:13:26,118][root][INFO] - mean vote_loss: 0.212115 [2020-11-13 23:14:16,844][root][INFO] - ---- batch: 050 ---- [2020-11-13 23:14:16,849][root][INFO] - mean box_loss: 0.182296 [2020-11-13 23:14:16,849][root][INFO] - mean center_loss: 0.033790 [2020-11-13 23:14:16,850][root][INFO] - mean heading_cls_loss: 0.638727 [2020-11-13 23:14:16,851][root][INFO] - mean heading_reg_loss: 0.038525 [2020-11-13 23:14:16,852][root][INFO] - mean loss: 4.452918 [2020-11-13 23:14:16,852][root][INFO] - mean neg_ratio: 0.742493 [2020-11-13 23:14:16,852][root][INFO] - mean obj_acc: 0.939895 [2020-11-13 23:14:16,852][root][INFO] - mean objectness_loss: 0.046684 [2020-11-13 23:14:16,852][root][INFO] - mean pos_ratio: 0.137567 [2020-11-13 23:14:16,852][root][INFO] - mean sem_cls_loss: 0.199589 [2020-11-13 23:14:16,852][root][INFO] - mean size_cls_loss: 0.200370 [2020-11-13 23:14:16,852][root][INFO] - mean size_reg_loss: 0.026071 [2020-11-13 23:14:16,852][root][INFO] - mean vote_loss: 0.219695 [2020-11-13 23:15:08,018][root][INFO] - ---- batch: 060 ---- [2020-11-13 23:15:08,023][root][INFO] - mean box_loss: 0.179697 [2020-11-13 23:15:08,024][root][INFO] - mean center_loss: 0.032498 [2020-11-13 23:15:08,024][root][INFO] - mean heading_cls_loss: 0.678083 [2020-11-13 23:15:08,024][root][INFO] - mean heading_reg_loss: 0.040523 [2020-11-13 23:15:08,024][root][INFO] - mean loss: 4.293017 [2020-11-13 23:15:08,024][root][INFO] - mean neg_ratio: 0.725403 [2020-11-13 23:15:08,024][root][INFO] - mean obj_acc: 0.946943 [2020-11-13 23:15:08,024][root][INFO] - mean objectness_loss: 0.045572 [2020-11-13 23:15:08,024][root][INFO] - mean pos_ratio: 0.151495 [2020-11-13 23:15:08,025][root][INFO] - mean sem_cls_loss: 0.181258 [2020-11-13 23:15:08,025][root][INFO] - mean size_cls_loss: 0.180892 [2020-11-13 23:15:08,025][root][INFO] - mean size_reg_loss: 0.020779 [2020-11-13 23:15:08,025][root][INFO] - mean vote_loss: 0.208693 [2020-11-13 23:15:57,861][root][INFO] - ---- batch: 070 ---- [2020-11-13 23:15:57,868][root][INFO] - mean box_loss: 0.178767 [2020-11-13 23:15:57,868][root][INFO] - mean center_loss: 0.035772 [2020-11-13 23:15:57,868][root][INFO] - mean heading_cls_loss: 0.650131 [2020-11-13 23:15:57,868][root][INFO] - mean heading_reg_loss: 0.038243 [2020-11-13 23:15:57,868][root][INFO] - mean loss: 4.311041 [2020-11-13 23:15:57,869][root][INFO] - mean neg_ratio: 0.724847 [2020-11-13 23:15:57,869][root][INFO] - mean obj_acc: 0.949210 [2020-11-13 23:15:57,869][root][INFO] - mean objectness_loss: 0.046144 [2020-11-13 23:15:57,869][root][INFO] - mean pos_ratio: 0.154132 [2020-11-13 23:15:57,869][root][INFO] - mean sem_cls_loss: 0.186652 [2020-11-13 23:15:57,869][root][INFO] - mean size_cls_loss: 0.186761 [2020-11-13 23:15:57,869][root][INFO] - mean size_reg_loss: 0.021062 [2020-11-13 23:15:57,869][root][INFO] - mean vote_loss: 0.210601 [2020-11-13 23:16:45,932][root][INFO] - ---- batch: 080 ---- [2020-11-13 23:16:45,938][root][INFO] - mean box_loss: 0.177382 [2020-11-13 23:16:45,938][root][INFO] - mean center_loss: 0.030120 [2020-11-13 23:16:45,938][root][INFO] - mean heading_cls_loss: 0.636681 [2020-11-13 23:16:45,938][root][INFO] - mean heading_reg_loss: 0.044092 [2020-11-13 23:16:45,939][root][INFO] - mean loss: 4.121710 [2020-11-13 23:16:45,939][root][INFO] - mean neg_ratio: 0.720105 [2020-11-13 23:16:45,939][root][INFO] - mean obj_acc: 0.952789 [2020-11-13 23:16:45,939][root][INFO] - mean objectness_loss: 0.040038 [2020-11-13 23:16:45,939][root][INFO] - mean pos_ratio: 0.151678 [2020-11-13 23:16:45,939][root][INFO] - mean sem_cls_loss: 0.158997 [2020-11-13 23:16:45,939][root][INFO] - mean size_cls_loss: 0.159337 [2020-11-13 23:16:45,939][root][INFO] - mean size_reg_loss: 0.023568 [2020-11-13 23:16:45,939][root][INFO] - mean vote_loss: 0.198871 [2020-11-13 23:16:58,647][root][INFO] - Eval batch: 0 [2020-11-13 23:17:00,398][root][INFO] - Eval batch: 10 [2020-11-13 23:17:02,203][root][INFO] - Eval batch: 20 [2020-11-13 23:17:04,052][root][INFO] - Eval batch: 30 [2020-11-13 23:17:05,913][root][INFO] - Eval batch: 40 [2020-11-13 23:17:07,745][root][INFO] - Eval batch: 50 [2020-11-13 23:17:09,544][root][INFO] - Eval batch: 60 [2020-11-13 23:17:11,355][root][INFO] - Eval batch: 70 [2020-11-13 23:17:13,134][root][INFO] - 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Eval batch: 4940 [2020-11-13 23:32:04,890][root][INFO] - Eval batch: 4950 [2020-11-13 23:32:06,715][root][INFO] - Eval batch: 4960 [2020-11-13 23:32:08,538][root][INFO] - Eval batch: 4970 [2020-11-13 23:32:10,343][root][INFO] - Eval batch: 4980 [2020-11-13 23:32:12,171][root][INFO] - Eval batch: 4990 [2020-11-13 23:32:14,055][root][INFO] - Eval batch: 5000 [2020-11-13 23:32:15,847][root][INFO] - Eval batch: 5010 [2020-11-13 23:32:17,664][root][INFO] - Eval batch: 5020 [2020-11-13 23:32:19,553][root][INFO] - Eval batch: 5030 [2020-11-13 23:32:21,379][root][INFO] - Eval batch: 5040 [2020-11-13 23:32:23,186][root][INFO] - eval mean box_loss: 0.222862 [2020-11-13 23:32:23,187][root][INFO] - eval mean center_loss: 0.041427 [2020-11-13 23:32:23,187][root][INFO] - eval mean heading_cls_loss: 0.723536 [2020-11-13 23:32:23,188][root][INFO] - eval mean heading_reg_loss: 0.038833 [2020-11-13 23:32:23,188][root][INFO] - eval mean loss: 5.448423 [2020-11-13 23:32:23,189][root][INFO] - eval mean neg_ratio: 0.699024 [2020-11-13 23:32:23,189][root][INFO] - eval mean obj_acc: 0.923285 [2020-11-13 23:32:23,189][root][INFO] - eval mean objectness_loss: 0.085525 [2020-11-13 23:32:23,190][root][INFO] - eval mean pos_ratio: 0.158462 [2020-11-13 23:32:23,190][root][INFO] - eval mean sem_cls_loss: 0.466446 [2020-11-13 23:32:23,191][root][INFO] - eval mean size_cls_loss: 0.465734 [2020-11-13 23:32:23,191][root][INFO] - eval mean size_reg_loss: 0.023675 [2020-11-13 23:32:23,191][root][INFO] - eval mean vote_loss: 0.232573 [2020-11-13 23:33:15,742][root][INFO] - eval bed Average Precision: 0.520377 [2020-11-13 23:33:15,744][root][INFO] - eval table Average Precision: 0.198418 [2020-11-13 23:33:15,744][root][INFO] - eval sofa Average Precision: 0.524608 [2020-11-13 23:33:15,744][root][INFO] - eval chair Average Precision: 0.532688 [2020-11-13 23:33:15,744][root][INFO] - eval toilet Average Precision: 0.603350 [2020-11-13 23:33:15,744][root][INFO] - eval desk Average Precision: 0.064419 [2020-11-13 23:33:15,744][root][INFO] - eval dresser Average Precision: 0.141936 [2020-11-13 23:33:15,744][root][INFO] - eval night_stand Average Precision: 0.378483 [2020-11-13 23:33:15,744][root][INFO] - eval bookshelf Average Precision: 0.094895 [2020-11-13 23:33:15,744][root][INFO] - eval bathtub Average Precision: 0.427587 [2020-11-13 23:33:15,744][root][INFO] - eval mAP: 0.348676 [2020-11-13 23:33:15,745][root][INFO] - eval bed Recall: 0.639042 [2020-11-13 23:33:15,745][root][INFO] - eval table Recall: 0.422495 [2020-11-13 23:33:15,745][root][INFO] - eval sofa Recall: 0.665102 [2020-11-13 23:33:15,745][root][INFO] - eval chair Recall: 0.648006 [2020-11-13 23:33:15,745][root][INFO] - eval toilet Recall: 0.715232 [2020-11-13 23:33:15,745][root][INFO] - eval desk Recall: 0.299065 [2020-11-13 23:33:15,745][root][INFO] - eval dresser Recall: 0.416667 [2020-11-13 23:33:15,745][root][INFO] - eval night_stand Recall: 0.590551 [2020-11-13 23:33:15,745][root][INFO] - eval bookshelf Recall: 0.227425 [2020-11-13 23:33:15,745][root][INFO] - eval bathtub Recall: 0.576923 [2020-11-13 23:33:15,745][root][INFO] - eval AR: 0.520051 [2020-11-13 23:33:15,745][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-13 23:33:17,251][root][INFO] - **** EPOCH 125 **** [2020-11-13 23:33:17,252][root][INFO] - Current learning rate: 0.000010 [2020-11-13 23:33:17,252][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-13 23:33:17,253][root][INFO] - 2020-11-13 23:33:17.253043 [2020-11-13 23:34:12,169][root][INFO] - ---- batch: 010 ---- [2020-11-13 23:34:12,176][root][INFO] - mean box_loss: 0.173651 [2020-11-13 23:34:12,177][root][INFO] - mean center_loss: 0.030784 [2020-11-13 23:34:12,177][root][INFO] - mean heading_cls_loss: 0.631131 [2020-11-13 23:34:12,177][root][INFO] - mean heading_reg_loss: 0.040511 [2020-11-13 23:34:12,177][root][INFO] - mean loss: 4.165352 [2020-11-13 23:34:12,177][root][INFO] - mean neg_ratio: 0.715540 [2020-11-13 23:34:12,177][root][INFO] - mean obj_acc: 0.954482 [2020-11-13 23:34:12,177][root][INFO] - mean objectness_loss: 0.039136 [2020-11-13 23:34:12,177][root][INFO] - mean pos_ratio: 0.152838 [2020-11-13 23:34:12,177][root][INFO] - mean sem_cls_loss: 0.166250 [2020-11-13 23:34:12,177][root][INFO] - mean size_cls_loss: 0.165834 [2020-11-13 23:34:12,177][root][INFO] - mean size_reg_loss: 0.022660 [2020-11-13 23:34:12,177][root][INFO] - mean vote_loss: 0.206691 [2020-11-13 23:35:03,430][root][INFO] - ---- batch: 020 ---- [2020-11-13 23:35:03,436][root][INFO] - mean box_loss: 0.178294 [2020-11-13 23:35:03,436][root][INFO] - mean center_loss: 0.035032 [2020-11-13 23:35:03,436][root][INFO] - mean heading_cls_loss: 0.627163 [2020-11-13 23:35:03,436][root][INFO] - mean heading_reg_loss: 0.040566 [2020-11-13 23:35:03,436][root][INFO] - mean loss: 4.247743 [2020-11-13 23:35:03,437][root][INFO] - mean neg_ratio: 0.729211 [2020-11-13 23:35:03,437][root][INFO] - mean obj_acc: 0.949852 [2020-11-13 23:35:03,437][root][INFO] - mean objectness_loss: 0.041977 [2020-11-13 23:35:03,437][root][INFO] - mean pos_ratio: 0.145911 [2020-11-13 23:35:03,437][root][INFO] - mean sem_cls_loss: 0.189209 [2020-11-13 23:35:03,437][root][INFO] - mean size_cls_loss: 0.189539 [2020-11-13 23:35:03,437][root][INFO] - mean size_reg_loss: 0.021026 [2020-11-13 23:35:03,437][root][INFO] - mean vote_loss: 0.206571 [2020-11-13 23:35:54,896][root][INFO] - ---- batch: 030 ---- [2020-11-13 23:35:54,901][root][INFO] - mean box_loss: 0.187660 [2020-11-13 23:35:54,901][root][INFO] - mean center_loss: 0.031647 [2020-11-13 23:35:54,901][root][INFO] - mean heading_cls_loss: 0.711482 [2020-11-13 23:35:54,901][root][INFO] - mean heading_reg_loss: 0.046670 [2020-11-13 23:35:54,901][root][INFO] - mean loss: 4.503230 [2020-11-13 23:35:54,901][root][INFO] - mean neg_ratio: 0.726422 [2020-11-13 23:35:54,901][root][INFO] - mean obj_acc: 0.947364 [2020-11-13 23:35:54,901][root][INFO] - mean objectness_loss: 0.044463 [2020-11-13 23:35:54,901][root][INFO] - mean pos_ratio: 0.152448 [2020-11-13 23:35:54,901][root][INFO] - mean sem_cls_loss: 0.182100 [2020-11-13 23:35:54,901][root][INFO] - mean size_cls_loss: 0.182053 [2020-11-13 23:35:54,901][root][INFO] - mean size_reg_loss: 0.019989 [2020-11-13 23:35:54,901][root][INFO] - mean vote_loss: 0.222222 [2020-11-13 23:36:46,408][root][INFO] - ---- batch: 040 ---- [2020-11-13 23:36:46,413][root][INFO] - mean box_loss: 0.173056 [2020-11-13 23:36:46,413][root][INFO] - mean center_loss: 0.033416 [2020-11-13 23:36:46,413][root][INFO] - mean heading_cls_loss: 0.632911 [2020-11-13 23:36:46,413][root][INFO] - mean heading_reg_loss: 0.035637 [2020-11-13 23:36:46,413][root][INFO] - mean loss: 4.066136 [2020-11-13 23:36:46,413][root][INFO] - mean neg_ratio: 0.732104 [2020-11-13 23:36:46,413][root][INFO] - mean obj_acc: 0.948073 [2020-11-13 23:36:46,413][root][INFO] - mean objectness_loss: 0.043528 [2020-11-13 23:36:46,413][root][INFO] - mean pos_ratio: 0.145239 [2020-11-13 23:36:46,413][root][INFO] - mean sem_cls_loss: 0.178062 [2020-11-13 23:36:46,414][root][INFO] - mean size_cls_loss: 0.178156 [2020-11-13 23:36:46,414][root][INFO] - mean size_reg_loss: 0.022896 [2020-11-13 23:36:46,414][root][INFO] - mean vote_loss: 0.193987 [2020-11-13 23:37:37,702][root][INFO] - ---- batch: 050 ---- [2020-11-13 23:37:37,709][root][INFO] - mean box_loss: 0.181962 [2020-11-13 23:37:37,709][root][INFO] - mean center_loss: 0.036918 [2020-11-13 23:37:37,709][root][INFO] - mean heading_cls_loss: 0.632524 [2020-11-13 23:37:37,709][root][INFO] - mean heading_reg_loss: 0.042272 [2020-11-13 23:37:37,710][root][INFO] - mean loss: 4.348161 [2020-11-13 23:37:37,710][root][INFO] - mean neg_ratio: 0.734186 [2020-11-13 23:37:37,710][root][INFO] - mean obj_acc: 0.950310 [2020-11-13 23:37:37,710][root][INFO] - mean objectness_loss: 0.042910 [2020-11-13 23:37:37,710][root][INFO] - mean pos_ratio: 0.144238 [2020-11-13 23:37:37,710][root][INFO] - mean sem_cls_loss: 0.194725 [2020-11-13 23:37:37,710][root][INFO] - mean size_cls_loss: 0.194939 [2020-11-13 23:37:37,710][root][INFO] - mean size_reg_loss: 0.020026 [2020-11-13 23:37:37,710][root][INFO] - mean vote_loss: 0.211926 [2020-11-13 23:38:29,044][root][INFO] - ---- batch: 060 ---- [2020-11-13 23:38:29,050][root][INFO] - mean box_loss: 0.184552 [2020-11-13 23:38:29,051][root][INFO] - mean center_loss: 0.031654 [2020-11-13 23:38:29,052][root][INFO] - mean heading_cls_loss: 0.685451 [2020-11-13 23:38:29,052][root][INFO] - mean heading_reg_loss: 0.045032 [2020-11-13 23:38:29,052][root][INFO] - mean loss: 4.334292 [2020-11-13 23:38:29,052][root][INFO] - mean neg_ratio: 0.734253 [2020-11-13 23:38:29,052][root][INFO] - mean obj_acc: 0.944097 [2020-11-13 23:38:29,052][root][INFO] - mean objectness_loss: 0.047824 [2020-11-13 23:38:29,052][root][INFO] - mean pos_ratio: 0.144678 [2020-11-13 23:38:29,052][root][INFO] - mean sem_cls_loss: 0.182466 [2020-11-13 23:38:29,052][root][INFO] - mean size_cls_loss: 0.182489 [2020-11-13 23:38:29,052][root][INFO] - mean size_reg_loss: 0.021072 [2020-11-13 23:38:29,052][root][INFO] - mean vote_loss: 0.206718 [2020-11-13 23:39:18,481][root][INFO] - ---- batch: 070 ---- [2020-11-13 23:39:18,487][root][INFO] - mean box_loss: 0.173502 [2020-11-13 23:39:18,487][root][INFO] - mean center_loss: 0.031649 [2020-11-13 23:39:18,488][root][INFO] - mean heading_cls_loss: 0.609819 [2020-11-13 23:39:18,488][root][INFO] - mean heading_reg_loss: 0.041410 [2020-11-13 23:39:18,488][root][INFO] - mean loss: 4.230228 [2020-11-13 23:39:18,488][root][INFO] - mean neg_ratio: 0.716626 [2020-11-13 23:39:18,488][root][INFO] - mean obj_acc: 0.953686 [2020-11-13 23:39:18,488][root][INFO] - mean objectness_loss: 0.042841 [2020-11-13 23:39:18,488][root][INFO] - mean pos_ratio: 0.156354 [2020-11-13 23:39:18,488][root][INFO] - mean sem_cls_loss: 0.178111 [2020-11-13 23:39:18,488][root][INFO] - mean size_cls_loss: 0.177941 [2020-11-13 23:39:18,488][root][INFO] - mean size_reg_loss: 0.021667 [2020-11-13 23:39:18,488][root][INFO] - mean vote_loss: 0.210289 [2020-11-13 23:40:07,662][root][INFO] - ---- batch: 080 ---- [2020-11-13 23:40:07,668][root][INFO] - mean box_loss: 0.175503 [2020-11-13 23:40:07,669][root][INFO] - mean center_loss: 0.034287 [2020-11-13 23:40:07,669][root][INFO] - mean heading_cls_loss: 0.640734 [2020-11-13 23:40:07,669][root][INFO] - mean heading_reg_loss: 0.040941 [2020-11-13 23:40:07,669][root][INFO] - mean loss: 4.239930 [2020-11-13 23:40:07,669][root][INFO] - mean neg_ratio: 0.715796 [2020-11-13 23:40:07,670][root][INFO] - mean obj_acc: 0.947865 [2020-11-13 23:40:07,670][root][INFO] - mean objectness_loss: 0.045763 [2020-11-13 23:40:07,670][root][INFO] - mean pos_ratio: 0.152454 [2020-11-13 23:40:07,670][root][INFO] - mean sem_cls_loss: 0.178218 [2020-11-13 23:40:07,670][root][INFO] - mean size_cls_loss: 0.178401 [2020-11-13 23:40:07,670][root][INFO] - mean size_reg_loss: 0.018361 [2020-11-13 23:40:07,670][root][INFO] - mean vote_loss: 0.207787 [2020-11-13 23:40:22,308][root][INFO] - **** EPOCH 126 **** [2020-11-13 23:40:22,313][root][INFO] - Current learning rate: 0.000010 [2020-11-13 23:40:22,313][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-13 23:40:22,313][root][INFO] - 2020-11-13 23:40:22.313711 [2020-11-13 23:41:18,911][root][INFO] - ---- batch: 010 ---- [2020-11-13 23:41:18,918][root][INFO] - mean box_loss: 0.183891 [2020-11-13 23:41:18,918][root][INFO] - mean center_loss: 0.035720 [2020-11-13 23:41:18,918][root][INFO] - mean heading_cls_loss: 0.656162 [2020-11-13 23:41:18,918][root][INFO] - mean heading_reg_loss: 0.043209 [2020-11-13 23:41:18,918][root][INFO] - mean loss: 4.315998 [2020-11-13 23:41:18,918][root][INFO] - mean neg_ratio: 0.740698 [2020-11-13 23:41:18,918][root][INFO] - mean obj_acc: 0.948773 [2020-11-13 23:41:18,918][root][INFO] - mean objectness_loss: 0.043200 [2020-11-13 23:41:18,918][root][INFO] - mean pos_ratio: 0.141486 [2020-11-13 23:41:18,918][root][INFO] - mean sem_cls_loss: 0.180330 [2020-11-13 23:41:18,918][root][INFO] - mean size_cls_loss: 0.179138 [2020-11-13 23:41:18,918][root][INFO] - mean size_reg_loss: 0.021432 [2020-11-13 23:41:18,918][root][INFO] - mean vote_loss: 0.208076 [2020-11-13 23:42:09,145][root][INFO] - ---- batch: 020 ---- [2020-11-13 23:42:09,151][root][INFO] - mean box_loss: 0.176877 [2020-11-13 23:42:09,151][root][INFO] - mean center_loss: 0.033744 [2020-11-13 23:42:09,151][root][INFO] - mean heading_cls_loss: 0.637029 [2020-11-13 23:42:09,151][root][INFO] - mean heading_reg_loss: 0.040510 [2020-11-13 23:42:09,151][root][INFO] - mean loss: 4.334636 [2020-11-13 23:42:09,151][root][INFO] - mean neg_ratio: 0.728687 [2020-11-13 23:42:09,151][root][INFO] - mean obj_acc: 0.950659 [2020-11-13 23:42:09,151][root][INFO] - mean objectness_loss: 0.042769 [2020-11-13 23:42:09,151][root][INFO] - mean pos_ratio: 0.146973 [2020-11-13 23:42:09,151][root][INFO] - mean sem_cls_loss: 0.188314 [2020-11-13 23:42:09,151][root][INFO] - mean size_cls_loss: 0.188622 [2020-11-13 23:42:09,151][root][INFO] - mean size_reg_loss: 0.020058 [2020-11-13 23:42:09,151][root][INFO] - mean vote_loss: 0.216371 [2020-11-13 23:42:59,701][root][INFO] - ---- batch: 030 ---- [2020-11-13 23:42:59,706][root][INFO] - mean box_loss: 0.187443 [2020-11-13 23:42:59,706][root][INFO] - mean center_loss: 0.037930 [2020-11-13 23:42:59,706][root][INFO] - mean heading_cls_loss: 0.644507 [2020-11-13 23:42:59,706][root][INFO] - mean heading_reg_loss: 0.046762 [2020-11-13 23:42:59,706][root][INFO] - mean loss: 4.289996 [2020-11-13 23:42:59,706][root][INFO] - mean neg_ratio: 0.725647 [2020-11-13 23:42:59,706][root][INFO] - mean obj_acc: 0.950813 [2020-11-13 23:42:59,706][root][INFO] - mean objectness_loss: 0.039974 [2020-11-13 23:42:59,706][root][INFO] - mean pos_ratio: 0.145850 [2020-11-13 23:42:59,706][root][INFO] - mean sem_cls_loss: 0.182588 [2020-11-13 23:42:59,706][root][INFO] - mean size_cls_loss: 0.182839 [2020-11-13 23:42:59,706][root][INFO] - mean size_reg_loss: 0.020016 [2020-11-13 23:42:59,706][root][INFO] - mean vote_loss: 0.203311 [2020-11-13 23:43:49,312][root][INFO] - ---- batch: 040 ---- [2020-11-13 23:43:49,318][root][INFO] - mean box_loss: 0.177422 [2020-11-13 23:43:49,318][root][INFO] - mean center_loss: 0.030763 [2020-11-13 23:43:49,318][root][INFO] - mean heading_cls_loss: 0.699562 [2020-11-13 23:43:49,318][root][INFO] - mean heading_reg_loss: 0.039144 [2020-11-13 23:43:49,318][root][INFO] - mean loss: 4.101492 [2020-11-13 23:43:49,318][root][INFO] - mean neg_ratio: 0.708539 [2020-11-13 23:43:49,318][root][INFO] - mean obj_acc: 0.953799 [2020-11-13 23:43:49,318][root][INFO] - mean objectness_loss: 0.043612 [2020-11-13 23:43:49,318][root][INFO] - mean pos_ratio: 0.160217 [2020-11-13 23:43:49,318][root][INFO] - mean sem_cls_loss: 0.157843 [2020-11-13 23:43:49,318][root][INFO] - mean size_cls_loss: 0.157683 [2020-11-13 23:43:49,318][root][INFO] - mean size_reg_loss: 0.021791 [2020-11-13 23:43:49,318][root][INFO] - mean vote_loss: 0.195136 [2020-11-13 23:44:40,628][root][INFO] - ---- batch: 050 ---- [2020-11-13 23:44:40,634][root][INFO] - mean box_loss: 0.190036 [2020-11-13 23:44:40,634][root][INFO] - mean center_loss: 0.033131 [2020-11-13 23:44:40,634][root][INFO] - mean heading_cls_loss: 0.712100 [2020-11-13 23:44:40,634][root][INFO] - mean heading_reg_loss: 0.047754 [2020-11-13 23:44:40,634][root][INFO] - mean loss: 4.259667 [2020-11-13 23:44:40,634][root][INFO] - mean neg_ratio: 0.750726 [2020-11-13 23:44:40,634][root][INFO] - mean obj_acc: 0.946854 [2020-11-13 23:44:40,634][root][INFO] - mean objectness_loss: 0.040876 [2020-11-13 23:44:40,634][root][INFO] - mean pos_ratio: 0.136292 [2020-11-13 23:44:40,634][root][INFO] - mean sem_cls_loss: 0.174697 [2020-11-13 23:44:40,634][root][INFO] - mean size_cls_loss: 0.174816 [2020-11-13 23:44:40,634][root][INFO] - mean size_reg_loss: 0.020460 [2020-11-13 23:44:40,634][root][INFO] - mean vote_loss: 0.198023 [2020-11-13 23:45:32,982][root][INFO] - ---- batch: 060 ---- [2020-11-13 23:45:32,988][root][INFO] - mean box_loss: 0.186740 [2020-11-13 23:45:32,988][root][INFO] - mean center_loss: 0.033036 [2020-11-13 23:45:32,988][root][INFO] - mean heading_cls_loss: 0.706458 [2020-11-13 23:45:32,988][root][INFO] - mean heading_reg_loss: 0.040136 [2020-11-13 23:45:32,988][root][INFO] - mean loss: 4.366179 [2020-11-13 23:45:32,988][root][INFO] - mean neg_ratio: 0.730060 [2020-11-13 23:45:32,988][root][INFO] - mean obj_acc: 0.946963 [2020-11-13 23:45:32,988][root][INFO] - mean objectness_loss: 0.045482 [2020-11-13 23:45:32,988][root][INFO] - mean pos_ratio: 0.140497 [2020-11-13 23:45:32,988][root][INFO] - mean sem_cls_loss: 0.188306 [2020-11-13 23:45:32,988][root][INFO] - mean size_cls_loss: 0.188336 [2020-11-13 23:45:32,988][root][INFO] - mean size_reg_loss: 0.024088 [2020-11-13 23:45:32,988][root][INFO] - mean vote_loss: 0.208306 [2020-11-13 23:46:23,812][root][INFO] - ---- batch: 070 ---- [2020-11-13 23:46:23,818][root][INFO] - mean box_loss: 0.166529 [2020-11-13 23:46:23,819][root][INFO] - mean center_loss: 0.033232 [2020-11-13 23:46:23,819][root][INFO] - mean heading_cls_loss: 0.603833 [2020-11-13 23:46:23,819][root][INFO] - mean heading_reg_loss: 0.037125 [2020-11-13 23:46:23,819][root][INFO] - mean loss: 4.254740 [2020-11-13 23:46:23,819][root][INFO] - mean neg_ratio: 0.713574 [2020-11-13 23:46:23,819][root][INFO] - mean obj_acc: 0.949349 [2020-11-13 23:46:23,819][root][INFO] - mean objectness_loss: 0.045553 [2020-11-13 23:46:23,819][root][INFO] - mean pos_ratio: 0.155487 [2020-11-13 23:46:23,819][root][INFO] - mean sem_cls_loss: 0.172900 [2020-11-13 23:46:23,819][root][INFO] - mean size_cls_loss: 0.172511 [2020-11-13 23:46:23,820][root][INFO] - mean size_reg_loss: 0.018538 [2020-11-13 23:46:23,820][root][INFO] - mean vote_loss: 0.218879 [2020-11-13 23:47:12,752][root][INFO] - ---- batch: 080 ---- [2020-11-13 23:47:12,759][root][INFO] - mean box_loss: 0.179612 [2020-11-13 23:47:12,759][root][INFO] - mean center_loss: 0.031832 [2020-11-13 23:47:12,759][root][INFO] - mean heading_cls_loss: 0.650682 [2020-11-13 23:47:12,759][root][INFO] - mean heading_reg_loss: 0.041497 [2020-11-13 23:47:12,760][root][INFO] - mean loss: 4.358795 [2020-11-13 23:47:12,760][root][INFO] - mean neg_ratio: 0.724475 [2020-11-13 23:47:12,760][root][INFO] - mean obj_acc: 0.951859 [2020-11-13 23:47:12,760][root][INFO] - mean objectness_loss: 0.040676 [2020-11-13 23:47:12,760][root][INFO] - mean pos_ratio: 0.150507 [2020-11-13 23:47:12,760][root][INFO] - mean sem_cls_loss: 0.180783 [2020-11-13 23:47:12,760][root][INFO] - mean size_cls_loss: 0.181502 [2020-11-13 23:47:12,760][root][INFO] - mean size_reg_loss: 0.023064 [2020-11-13 23:47:12,760][root][INFO] - mean vote_loss: 0.217852 [2020-11-13 23:47:26,729][root][INFO] - **** EPOCH 127 **** [2020-11-13 23:47:26,731][root][INFO] - Current learning rate: 0.000010 [2020-11-13 23:47:26,732][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-13 23:47:26,732][root][INFO] - 2020-11-13 23:47:26.732113 [2020-11-13 23:48:23,489][root][INFO] - ---- batch: 010 ---- [2020-11-13 23:48:23,494][root][INFO] - mean box_loss: 0.186954 [2020-11-13 23:48:23,494][root][INFO] - mean center_loss: 0.036168 [2020-11-13 23:48:23,494][root][INFO] - mean heading_cls_loss: 0.698479 [2020-11-13 23:48:23,494][root][INFO] - mean heading_reg_loss: 0.044931 [2020-11-13 23:48:23,494][root][INFO] - mean loss: 4.356148 [2020-11-13 23:48:23,494][root][INFO] - mean neg_ratio: 0.721759 [2020-11-13 23:48:23,494][root][INFO] - mean obj_acc: 0.949413 [2020-11-13 23:48:23,494][root][INFO] - mean objectness_loss: 0.045108 [2020-11-13 23:48:23,494][root][INFO] - mean pos_ratio: 0.152454 [2020-11-13 23:48:23,495][root][INFO] - mean sem_cls_loss: 0.180884 [2020-11-13 23:48:23,495][root][INFO] - mean size_cls_loss: 0.181584 [2020-11-13 23:48:23,495][root][INFO] - mean size_reg_loss: 0.017849 [2020-11-13 23:48:23,495][root][INFO] - mean vote_loss: 0.208018 [2020-11-13 23:49:14,958][root][INFO] - ---- batch: 020 ---- [2020-11-13 23:49:14,964][root][INFO] - mean box_loss: 0.174161 [2020-11-13 23:49:14,964][root][INFO] - mean center_loss: 0.035038 [2020-11-13 23:49:14,964][root][INFO] - mean heading_cls_loss: 0.598202 [2020-11-13 23:49:14,964][root][INFO] - mean heading_reg_loss: 0.039681 [2020-11-13 23:49:14,964][root][INFO] - mean loss: 4.225347 [2020-11-13 23:49:14,964][root][INFO] - mean neg_ratio: 0.719562 [2020-11-13 23:49:14,964][root][INFO] - mean obj_acc: 0.949871 [2020-11-13 23:49:14,965][root][INFO] - mean objectness_loss: 0.041509 [2020-11-13 23:49:14,965][root][INFO] - mean pos_ratio: 0.148535 [2020-11-13 23:49:14,965][root][INFO] - mean sem_cls_loss: 0.195769 [2020-11-13 23:49:14,965][root][INFO] - mean size_cls_loss: 0.195947 [2020-11-13 23:49:14,965][root][INFO] - mean size_reg_loss: 0.020027 [2020-11-13 23:49:14,965][root][INFO] - mean vote_loss: 0.208042 [2020-11-13 23:50:06,604][root][INFO] - ---- batch: 030 ---- [2020-11-13 23:50:06,611][root][INFO] - mean box_loss: 0.178716 [2020-11-13 23:50:06,611][root][INFO] - mean center_loss: 0.034160 [2020-11-13 23:50:06,611][root][INFO] - mean heading_cls_loss: 0.667671 [2020-11-13 23:50:06,611][root][INFO] - mean heading_reg_loss: 0.040844 [2020-11-13 23:50:06,611][root][INFO] - mean loss: 4.192994 [2020-11-13 23:50:06,611][root][INFO] - mean neg_ratio: 0.750690 [2020-11-13 23:50:06,611][root][INFO] - mean obj_acc: 0.943884 [2020-11-13 23:50:06,611][root][INFO] - mean objectness_loss: 0.042181 [2020-11-13 23:50:06,611][root][INFO] - mean pos_ratio: 0.134564 [2020-11-13 23:50:06,611][root][INFO] - mean sem_cls_loss: 0.158951 [2020-11-13 23:50:06,611][root][INFO] - mean size_cls_loss: 0.159108 [2020-11-13 23:50:06,611][root][INFO] - mean size_reg_loss: 0.021034 [2020-11-13 23:50:06,611][root][INFO] - mean vote_loss: 0.203598 [2020-11-13 23:50:55,988][root][INFO] - ---- batch: 040 ---- [2020-11-13 23:50:55,994][root][INFO] - mean box_loss: 0.180362 [2020-11-13 23:50:55,994][root][INFO] - mean center_loss: 0.029110 [2020-11-13 23:50:55,994][root][INFO] - mean heading_cls_loss: 0.687558 [2020-11-13 23:50:55,994][root][INFO] - mean heading_reg_loss: 0.041397 [2020-11-13 23:50:55,994][root][INFO] - mean loss: 4.207440 [2020-11-13 23:50:55,994][root][INFO] - mean neg_ratio: 0.717676 [2020-11-13 23:50:55,994][root][INFO] - mean obj_acc: 0.950602 [2020-11-13 23:50:55,994][root][INFO] - mean objectness_loss: 0.044349 [2020-11-13 23:50:55,994][root][INFO] - mean pos_ratio: 0.154187 [2020-11-13 23:50:55,994][root][INFO] - mean sem_cls_loss: 0.188716 [2020-11-13 23:50:55,994][root][INFO] - mean size_cls_loss: 0.189021 [2020-11-13 23:50:55,994][root][INFO] - mean size_reg_loss: 0.022197 [2020-11-13 23:50:55,994][root][INFO] - mean vote_loss: 0.199336 [2020-11-13 23:51:47,656][root][INFO] - ---- batch: 050 ---- [2020-11-13 23:51:47,660][root][INFO] - mean box_loss: 0.169854 [2020-11-13 23:51:47,661][root][INFO] - mean center_loss: 0.031473 [2020-11-13 23:51:47,661][root][INFO] - mean heading_cls_loss: 0.623047 [2020-11-13 23:51:47,661][root][INFO] - mean heading_reg_loss: 0.039829 [2020-11-13 23:51:47,661][root][INFO] - mean loss: 4.098658 [2020-11-13 23:51:47,661][root][INFO] - mean neg_ratio: 0.734143 [2020-11-13 23:51:47,661][root][INFO] - mean obj_acc: 0.953281 [2020-11-13 23:51:47,661][root][INFO] - mean objectness_loss: 0.037752 [2020-11-13 23:51:47,661][root][INFO] - mean pos_ratio: 0.146088 [2020-11-13 23:51:47,661][root][INFO] - mean sem_cls_loss: 0.169928 [2020-11-13 23:51:47,661][root][INFO] - mean size_cls_loss: 0.169968 [2020-11-13 23:51:47,661][root][INFO] - mean size_reg_loss: 0.019250 [2020-11-13 23:51:47,661][root][INFO] - mean vote_loss: 0.204143 [2020-11-13 23:52:39,507][root][INFO] - ---- batch: 060 ---- [2020-11-13 23:52:39,513][root][INFO] - mean box_loss: 0.183173 [2020-11-13 23:52:39,513][root][INFO] - mean center_loss: 0.031136 [2020-11-13 23:52:39,513][root][INFO] - mean heading_cls_loss: 0.682047 [2020-11-13 23:52:39,514][root][INFO] - mean heading_reg_loss: 0.044062 [2020-11-13 23:52:39,514][root][INFO] - mean loss: 4.337081 [2020-11-13 23:52:39,514][root][INFO] - mean neg_ratio: 0.719092 [2020-11-13 23:52:39,514][root][INFO] - mean obj_acc: 0.953376 [2020-11-13 23:52:39,514][root][INFO] - mean objectness_loss: 0.041140 [2020-11-13 23:52:39,514][root][INFO] - mean pos_ratio: 0.153247 [2020-11-13 23:52:39,514][root][INFO] - mean sem_cls_loss: 0.181263 [2020-11-13 23:52:39,514][root][INFO] - mean size_cls_loss: 0.181228 [2020-11-13 23:52:39,514][root][INFO] - mean size_reg_loss: 0.021648 [2020-11-13 23:52:39,514][root][INFO] - mean vote_loss: 0.211839 [2020-11-13 23:53:30,086][root][INFO] - ---- batch: 070 ---- [2020-11-13 23:53:30,096][root][INFO] - mean box_loss: 0.174265 [2020-11-13 23:53:30,097][root][INFO] - mean center_loss: 0.033380 [2020-11-13 23:53:30,097][root][INFO] - mean heading_cls_loss: 0.637045 [2020-11-13 23:53:30,097][root][INFO] - mean heading_reg_loss: 0.040426 [2020-11-13 23:53:30,098][root][INFO] - mean loss: 4.291192 [2020-11-13 23:53:30,098][root][INFO] - mean neg_ratio: 0.717004 [2020-11-13 23:53:30,098][root][INFO] - mean obj_acc: 0.951619 [2020-11-13 23:53:30,098][root][INFO] - mean objectness_loss: 0.042376 [2020-11-13 23:53:30,098][root][INFO] - mean pos_ratio: 0.151605 [2020-11-13 23:53:30,098][root][INFO] - mean sem_cls_loss: 0.161129 [2020-11-13 23:53:30,098][root][INFO] - mean size_cls_loss: 0.160760 [2020-11-13 23:53:30,098][root][INFO] - mean size_reg_loss: 0.020679 [2020-11-13 23:53:30,098][root][INFO] - mean vote_loss: 0.217553 [2020-11-13 23:54:17,659][root][INFO] - ---- batch: 080 ---- [2020-11-13 23:54:17,667][root][INFO] - mean box_loss: 0.186819 [2020-11-13 23:54:17,668][root][INFO] - mean center_loss: 0.037657 [2020-11-13 23:54:17,668][root][INFO] - mean heading_cls_loss: 0.676652 [2020-11-13 23:54:17,668][root][INFO] - mean heading_reg_loss: 0.043085 [2020-11-13 23:54:17,669][root][INFO] - mean loss: 4.373831 [2020-11-13 23:54:17,669][root][INFO] - mean neg_ratio: 0.713104 [2020-11-13 23:54:17,669][root][INFO] - mean obj_acc: 0.951720 [2020-11-13 23:54:17,669][root][INFO] - mean objectness_loss: 0.045684 [2020-11-13 23:54:17,669][root][INFO] - mean pos_ratio: 0.158539 [2020-11-13 23:54:17,669][root][INFO] - mean sem_cls_loss: 0.164905 [2020-11-13 23:54:17,669][root][INFO] - mean size_cls_loss: 0.165043 [2020-11-13 23:54:17,669][root][INFO] - mean size_reg_loss: 0.021908 [2020-11-13 23:54:17,669][root][INFO] - mean vote_loss: 0.211231 [2020-11-13 23:54:31,708][root][INFO] - **** EPOCH 128 **** [2020-11-13 23:54:31,710][root][INFO] - Current learning rate: 0.000010 [2020-11-13 23:54:31,710][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-13 23:54:31,710][root][INFO] - 2020-11-13 23:54:31.710537 [2020-11-13 23:55:26,911][root][INFO] - ---- batch: 010 ---- [2020-11-13 23:55:26,917][root][INFO] - mean box_loss: 0.169766 [2020-11-13 23:55:26,917][root][INFO] - mean center_loss: 0.028540 [2020-11-13 23:55:26,917][root][INFO] - mean heading_cls_loss: 0.647892 [2020-11-13 23:55:26,917][root][INFO] - mean heading_reg_loss: 0.041393 [2020-11-13 23:55:26,917][root][INFO] - mean loss: 4.092865 [2020-11-13 23:55:26,917][root][INFO] - mean neg_ratio: 0.708746 [2020-11-13 23:55:26,917][root][INFO] - mean obj_acc: 0.949209 [2020-11-13 23:55:26,917][root][INFO] - mean objectness_loss: 0.044635 [2020-11-13 23:55:26,917][root][INFO] - mean pos_ratio: 0.161993 [2020-11-13 23:55:26,917][root][INFO] - mean sem_cls_loss: 0.157867 [2020-11-13 23:55:26,917][root][INFO] - mean size_cls_loss: 0.157994 [2020-11-13 23:55:26,917][root][INFO] - mean size_reg_loss: 0.019245 [2020-11-13 23:55:26,918][root][INFO] - mean vote_loss: 0.201416 [2020-11-13 23:56:20,354][root][INFO] - ---- batch: 020 ---- [2020-11-13 23:56:20,358][root][INFO] - mean box_loss: 0.185077 [2020-11-13 23:56:20,358][root][INFO] - mean center_loss: 0.032289 [2020-11-13 23:56:20,359][root][INFO] - mean heading_cls_loss: 0.674473 [2020-11-13 23:56:20,359][root][INFO] - mean heading_reg_loss: 0.047380 [2020-11-13 23:56:20,359][root][INFO] - mean loss: 4.304943 [2020-11-13 23:56:20,359][root][INFO] - mean neg_ratio: 0.749652 [2020-11-13 23:56:20,359][root][INFO] - mean obj_acc: 0.944732 [2020-11-13 23:56:20,359][root][INFO] - mean objectness_loss: 0.044129 [2020-11-13 23:56:20,359][root][INFO] - mean pos_ratio: 0.134015 [2020-11-13 23:56:20,359][root][INFO] - mean sem_cls_loss: 0.187695 [2020-11-13 23:56:20,359][root][INFO] - mean size_cls_loss: 0.187495 [2020-11-13 23:56:20,359][root][INFO] - mean size_reg_loss: 0.019211 [2020-11-13 23:56:20,359][root][INFO] - mean vote_loss: 0.204584 [2020-11-13 23:57:11,250][root][INFO] - ---- batch: 030 ---- [2020-11-13 23:57:11,254][root][INFO] - mean box_loss: 0.180248 [2020-11-13 23:57:11,254][root][INFO] - mean center_loss: 0.036879 [2020-11-13 23:57:11,255][root][INFO] - mean heading_cls_loss: 0.621608 [2020-11-13 23:57:11,255][root][INFO] - mean heading_reg_loss: 0.041631 [2020-11-13 23:57:11,255][root][INFO] - mean loss: 4.250582 [2020-11-13 23:57:11,255][root][INFO] - mean neg_ratio: 0.722687 [2020-11-13 23:57:11,255][root][INFO] - mean obj_acc: 0.953189 [2020-11-13 23:57:11,255][root][INFO] - mean objectness_loss: 0.041544 [2020-11-13 23:57:11,255][root][INFO] - mean pos_ratio: 0.153766 [2020-11-13 23:57:11,255][root][INFO] - mean sem_cls_loss: 0.186784 [2020-11-13 23:57:11,255][root][INFO] - mean size_cls_loss: 0.186964 [2020-11-13 23:57:11,255][root][INFO] - mean size_reg_loss: 0.020881 [2020-11-13 23:57:11,255][root][INFO] - mean vote_loss: 0.205360 [2020-11-13 23:58:00,949][root][INFO] - ---- batch: 040 ---- [2020-11-13 23:58:00,954][root][INFO] - mean box_loss: 0.177831 [2020-11-13 23:58:00,955][root][INFO] - mean center_loss: 0.033953 [2020-11-13 23:58:00,955][root][INFO] - mean heading_cls_loss: 0.657353 [2020-11-13 23:58:00,955][root][INFO] - mean heading_reg_loss: 0.040145 [2020-11-13 23:58:00,955][root][INFO] - mean loss: 4.345181 [2020-11-13 23:58:00,955][root][INFO] - mean neg_ratio: 0.728320 [2020-11-13 23:58:00,955][root][INFO] - mean obj_acc: 0.950655 [2020-11-13 23:58:00,955][root][INFO] - mean objectness_loss: 0.043266 [2020-11-13 23:58:00,955][root][INFO] - mean pos_ratio: 0.150989 [2020-11-13 23:58:00,955][root][INFO] - mean sem_cls_loss: 0.172454 [2020-11-13 23:58:00,955][root][INFO] - mean size_cls_loss: 0.173087 [2020-11-13 23:58:00,955][root][INFO] - mean size_reg_loss: 0.020689 [2020-11-13 23:58:00,955][root][INFO] - mean vote_loss: 0.217808 [2020-11-13 23:58:52,419][root][INFO] - ---- batch: 050 ---- [2020-11-13 23:58:52,425][root][INFO] - mean box_loss: 0.177870 [2020-11-13 23:58:52,425][root][INFO] - mean center_loss: 0.032982 [2020-11-13 23:58:52,425][root][INFO] - mean heading_cls_loss: 0.673932 [2020-11-13 23:58:52,425][root][INFO] - mean heading_reg_loss: 0.039885 [2020-11-13 23:58:52,425][root][INFO] - mean loss: 4.286625 [2020-11-13 23:58:52,425][root][INFO] - mean neg_ratio: 0.717877 [2020-11-13 23:58:52,425][root][INFO] - mean obj_acc: 0.950812 [2020-11-13 23:58:52,425][root][INFO] - mean objectness_loss: 0.042711 [2020-11-13 23:58:52,425][root][INFO] - mean pos_ratio: 0.152704 [2020-11-13 23:58:52,426][root][INFO] - mean sem_cls_loss: 0.160070 [2020-11-13 23:58:52,426][root][INFO] - mean size_cls_loss: 0.160509 [2020-11-13 23:58:52,426][root][INFO] - mean size_reg_loss: 0.021559 [2020-11-13 23:58:52,426][root][INFO] - mean vote_loss: 0.213430 [2020-11-13 23:59:43,680][root][INFO] - ---- batch: 060 ---- [2020-11-13 23:59:43,685][root][INFO] - mean box_loss: 0.184449 [2020-11-13 23:59:43,685][root][INFO] - mean center_loss: 0.031101 [2020-11-13 23:59:43,685][root][INFO] - mean heading_cls_loss: 0.664262 [2020-11-13 23:59:43,686][root][INFO] - mean heading_reg_loss: 0.046096 [2020-11-13 23:59:43,686][root][INFO] - mean loss: 4.225179 [2020-11-13 23:59:43,686][root][INFO] - mean neg_ratio: 0.721057 [2020-11-13 23:59:43,686][root][INFO] - mean obj_acc: 0.950905 [2020-11-13 23:59:43,686][root][INFO] - mean objectness_loss: 0.041696 [2020-11-13 23:59:43,686][root][INFO] - mean pos_ratio: 0.154333 [2020-11-13 23:59:43,686][root][INFO] - mean sem_cls_loss: 0.199277 [2020-11-13 23:59:43,686][root][INFO] - mean size_cls_loss: 0.199450 [2020-11-13 23:59:43,686][root][INFO] - mean size_reg_loss: 0.020881 [2020-11-13 23:59:43,686][root][INFO] - mean vote_loss: 0.197293 [2020-11-14 00:00:33,821][root][INFO] - ---- batch: 070 ---- [2020-11-14 00:00:33,827][root][INFO] - mean box_loss: 0.173249 [2020-11-14 00:00:33,827][root][INFO] - mean center_loss: 0.032305 [2020-11-14 00:00:33,827][root][INFO] - mean heading_cls_loss: 0.609880 [2020-11-14 00:00:33,828][root][INFO] - mean heading_reg_loss: 0.040829 [2020-11-14 00:00:33,828][root][INFO] - mean loss: 4.271710 [2020-11-14 00:00:33,828][root][INFO] - mean neg_ratio: 0.728857 [2020-11-14 00:00:33,828][root][INFO] - mean obj_acc: 0.947434 [2020-11-14 00:00:33,828][root][INFO] - mean objectness_loss: 0.043753 [2020-11-14 00:00:33,828][root][INFO] - mean pos_ratio: 0.141302 [2020-11-14 00:00:33,828][root][INFO] - mean sem_cls_loss: 0.184017 [2020-11-14 00:00:33,828][root][INFO] - mean size_cls_loss: 0.183901 [2020-11-14 00:00:33,828][root][INFO] - mean size_reg_loss: 0.020737 [2020-11-14 00:00:33,828][root][INFO] - mean vote_loss: 0.213644 [2020-11-14 00:01:23,386][root][INFO] - ---- batch: 080 ---- [2020-11-14 00:01:23,394][root][INFO] - mean box_loss: 0.183356 [2020-11-14 00:01:23,395][root][INFO] - mean center_loss: 0.031790 [2020-11-14 00:01:23,395][root][INFO] - mean heading_cls_loss: 0.695063 [2020-11-14 00:01:23,395][root][INFO] - mean heading_reg_loss: 0.046789 [2020-11-14 00:01:23,395][root][INFO] - mean loss: 4.281805 [2020-11-14 00:01:23,395][root][INFO] - mean neg_ratio: 0.731500 [2020-11-14 00:01:23,396][root][INFO] - mean obj_acc: 0.944541 [2020-11-14 00:01:23,396][root][INFO] - mean objectness_loss: 0.045384 [2020-11-14 00:01:23,396][root][INFO] - mean pos_ratio: 0.143341 [2020-11-14 00:01:23,396][root][INFO] - mean sem_cls_loss: 0.162044 [2020-11-14 00:01:23,396][root][INFO] - mean size_cls_loss: 0.161680 [2020-11-14 00:01:23,396][root][INFO] - mean size_reg_loss: 0.019102 [2020-11-14 00:01:23,396][root][INFO] - mean vote_loss: 0.205929 [2020-11-14 00:01:37,297][root][INFO] - **** EPOCH 129 **** [2020-11-14 00:01:37,299][root][INFO] - Current learning rate: 0.000010 [2020-11-14 00:01:37,299][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 00:01:37,299][root][INFO] - 2020-11-14 00:01:37.299281 [2020-11-14 00:02:33,108][root][INFO] - ---- batch: 010 ---- [2020-11-14 00:02:33,114][root][INFO] - mean box_loss: 0.174072 [2020-11-14 00:02:33,114][root][INFO] - mean center_loss: 0.029823 [2020-11-14 00:02:33,114][root][INFO] - mean heading_cls_loss: 0.672330 [2020-11-14 00:02:33,114][root][INFO] - mean heading_reg_loss: 0.038771 [2020-11-14 00:02:33,114][root][INFO] - mean loss: 4.102033 [2020-11-14 00:02:33,114][root][INFO] - mean neg_ratio: 0.718182 [2020-11-14 00:02:33,115][root][INFO] - mean obj_acc: 0.950363 [2020-11-14 00:02:33,115][root][INFO] - mean objectness_loss: 0.044018 [2020-11-14 00:02:33,115][root][INFO] - mean pos_ratio: 0.153400 [2020-11-14 00:02:33,115][root][INFO] - mean sem_cls_loss: 0.189798 [2020-11-14 00:02:33,115][root][INFO] - mean size_cls_loss: 0.189770 [2020-11-14 00:02:33,115][root][INFO] - mean size_reg_loss: 0.019268 [2020-11-14 00:02:33,115][root][INFO] - mean vote_loss: 0.195143 [2020-11-14 00:03:23,446][root][INFO] - ---- batch: 020 ---- [2020-11-14 00:03:23,452][root][INFO] - mean box_loss: 0.173592 [2020-11-14 00:03:23,452][root][INFO] - mean center_loss: 0.032205 [2020-11-14 00:03:23,452][root][INFO] - mean heading_cls_loss: 0.648945 [2020-11-14 00:03:23,452][root][INFO] - mean heading_reg_loss: 0.039028 [2020-11-14 00:03:23,452][root][INFO] - mean loss: 4.138559 [2020-11-14 00:03:23,452][root][INFO] - mean neg_ratio: 0.722888 [2020-11-14 00:03:23,452][root][INFO] - mean obj_acc: 0.951634 [2020-11-14 00:03:23,452][root][INFO] - mean objectness_loss: 0.042284 [2020-11-14 00:03:23,452][root][INFO] - mean pos_ratio: 0.151013 [2020-11-14 00:03:23,452][root][INFO] - mean sem_cls_loss: 0.184977 [2020-11-14 00:03:23,452][root][INFO] - mean size_cls_loss: 0.185146 [2020-11-14 00:03:23,452][root][INFO] - mean size_reg_loss: 0.018951 [2020-11-14 00:03:23,452][root][INFO] - mean vote_loss: 0.200624 [2020-11-14 00:04:14,388][root][INFO] - ---- batch: 030 ---- [2020-11-14 00:04:14,393][root][INFO] - mean box_loss: 0.188316 [2020-11-14 00:04:14,394][root][INFO] - mean center_loss: 0.031536 [2020-11-14 00:04:14,394][root][INFO] - mean heading_cls_loss: 0.711342 [2020-11-14 00:04:14,394][root][INFO] - mean heading_reg_loss: 0.045550 [2020-11-14 00:04:14,394][root][INFO] - mean loss: 4.347007 [2020-11-14 00:04:14,394][root][INFO] - mean neg_ratio: 0.746472 [2020-11-14 00:04:14,394][root][INFO] - mean obj_acc: 0.949805 [2020-11-14 00:04:14,394][root][INFO] - mean objectness_loss: 0.040503 [2020-11-14 00:04:14,394][root][INFO] - mean pos_ratio: 0.136658 [2020-11-14 00:04:14,394][root][INFO] - mean sem_cls_loss: 0.160953 [2020-11-14 00:04:14,394][root][INFO] - mean size_cls_loss: 0.160988 [2020-11-14 00:04:14,394][root][INFO] - mean size_reg_loss: 0.023997 [2020-11-14 00:04:14,394][root][INFO] - mean vote_loss: 0.210038 [2020-11-14 00:05:04,903][root][INFO] - ---- batch: 040 ---- [2020-11-14 00:05:04,908][root][INFO] - mean box_loss: 0.190463 [2020-11-14 00:05:04,909][root][INFO] - mean center_loss: 0.035278 [2020-11-14 00:05:04,909][root][INFO] - mean heading_cls_loss: 0.660662 [2020-11-14 00:05:04,909][root][INFO] - mean heading_reg_loss: 0.049346 [2020-11-14 00:05:04,909][root][INFO] - mean loss: 4.479151 [2020-11-14 00:05:04,909][root][INFO] - mean neg_ratio: 0.724615 [2020-11-14 00:05:04,909][root][INFO] - mean obj_acc: 0.949990 [2020-11-14 00:05:04,909][root][INFO] - mean objectness_loss: 0.042637 [2020-11-14 00:05:04,909][root][INFO] - mean pos_ratio: 0.147552 [2020-11-14 00:05:04,909][root][INFO] - mean sem_cls_loss: 0.184027 [2020-11-14 00:05:04,909][root][INFO] - mean size_cls_loss: 0.184179 [2020-11-14 00:05:04,909][root][INFO] - mean size_reg_loss: 0.021355 [2020-11-14 00:05:04,909][root][INFO] - mean vote_loss: 0.217731 [2020-11-14 00:05:56,763][root][INFO] - ---- batch: 050 ---- [2020-11-14 00:05:56,769][root][INFO] - mean box_loss: 0.178760 [2020-11-14 00:05:56,769][root][INFO] - mean center_loss: 0.030999 [2020-11-14 00:05:56,771][root][INFO] - mean heading_cls_loss: 0.669795 [2020-11-14 00:05:56,771][root][INFO] - mean heading_reg_loss: 0.043124 [2020-11-14 00:05:56,771][root][INFO] - mean loss: 4.349228 [2020-11-14 00:05:56,771][root][INFO] - mean neg_ratio: 0.731390 [2020-11-14 00:05:56,771][root][INFO] - mean obj_acc: 0.948003 [2020-11-14 00:05:56,772][root][INFO] - mean objectness_loss: 0.042751 [2020-11-14 00:05:56,772][root][INFO] - mean pos_ratio: 0.145251 [2020-11-14 00:05:56,772][root][INFO] - mean sem_cls_loss: 0.180368 [2020-11-14 00:05:56,772][root][INFO] - mean size_cls_loss: 0.180531 [2020-11-14 00:05:56,772][root][INFO] - mean size_reg_loss: 0.019604 [2020-11-14 00:05:56,772][root][INFO] - mean vote_loss: 0.216750 [2020-11-14 00:06:48,095][root][INFO] - ---- batch: 060 ---- [2020-11-14 00:06:48,101][root][INFO] - mean box_loss: 0.174186 [2020-11-14 00:06:48,101][root][INFO] - mean center_loss: 0.037711 [2020-11-14 00:06:48,101][root][INFO] - mean heading_cls_loss: 0.591724 [2020-11-14 00:06:48,101][root][INFO] - mean heading_reg_loss: 0.040731 [2020-11-14 00:06:48,101][root][INFO] - mean loss: 4.196118 [2020-11-14 00:06:48,101][root][INFO] - mean neg_ratio: 0.733203 [2020-11-14 00:06:48,101][root][INFO] - mean obj_acc: 0.948128 [2020-11-14 00:06:48,101][root][INFO] - mean objectness_loss: 0.041518 [2020-11-14 00:06:48,101][root][INFO] - mean pos_ratio: 0.148322 [2020-11-14 00:06:48,102][root][INFO] - mean sem_cls_loss: 0.152160 [2020-11-14 00:06:48,102][root][INFO] - mean size_cls_loss: 0.152557 [2020-11-14 00:06:48,102][root][INFO] - mean size_reg_loss: 0.021316 [2020-11-14 00:06:48,102][root][INFO] - mean vote_loss: 0.209451 [2020-11-14 00:07:37,607][root][INFO] - ---- batch: 070 ---- [2020-11-14 00:07:37,613][root][INFO] - mean box_loss: 0.169421 [2020-11-14 00:07:37,613][root][INFO] - mean center_loss: 0.028320 [2020-11-14 00:07:37,613][root][INFO] - mean heading_cls_loss: 0.620753 [2020-11-14 00:07:37,613][root][INFO] - mean heading_reg_loss: 0.038695 [2020-11-14 00:07:37,614][root][INFO] - mean loss: 4.140658 [2020-11-14 00:07:37,614][root][INFO] - mean neg_ratio: 0.725208 [2020-11-14 00:07:37,614][root][INFO] - mean obj_acc: 0.951778 [2020-11-14 00:07:37,614][root][INFO] - mean objectness_loss: 0.040280 [2020-11-14 00:07:37,614][root][INFO] - mean pos_ratio: 0.147119 [2020-11-14 00:07:37,614][root][INFO] - mean sem_cls_loss: 0.171862 [2020-11-14 00:07:37,614][root][INFO] - mean size_cls_loss: 0.171596 [2020-11-14 00:07:37,614][root][INFO] - mean size_reg_loss: 0.023171 [2020-11-14 00:07:37,614][root][INFO] - mean vote_loss: 0.207318 [2020-11-14 00:08:27,057][root][INFO] - ---- batch: 080 ---- [2020-11-14 00:08:27,064][root][INFO] - mean box_loss: 0.180070 [2020-11-14 00:08:27,065][root][INFO] - mean center_loss: 0.034257 [2020-11-14 00:08:27,065][root][INFO] - mean heading_cls_loss: 0.670744 [2020-11-14 00:08:27,066][root][INFO] - mean heading_reg_loss: 0.042766 [2020-11-14 00:08:27,066][root][INFO] - mean loss: 4.254362 [2020-11-14 00:08:27,066][root][INFO] - mean neg_ratio: 0.713171 [2020-11-14 00:08:27,066][root][INFO] - mean obj_acc: 0.947494 [2020-11-14 00:08:27,066][root][INFO] - mean objectness_loss: 0.044927 [2020-11-14 00:08:27,066][root][INFO] - mean pos_ratio: 0.153113 [2020-11-14 00:08:27,066][root][INFO] - mean sem_cls_loss: 0.157801 [2020-11-14 00:08:27,066][root][INFO] - mean size_cls_loss: 0.158068 [2020-11-14 00:08:27,066][root][INFO] - mean size_reg_loss: 0.020166 [2020-11-14 00:08:27,066][root][INFO] - mean vote_loss: 0.207123 [2020-11-14 00:08:40,203][root][INFO] - Eval batch: 0 [2020-11-14 00:08:41,981][root][INFO] - Eval batch: 10 [2020-11-14 00:08:43,837][root][INFO] - Eval batch: 20 [2020-11-14 00:08:45,666][root][INFO] - Eval batch: 30 [2020-11-14 00:08:47,489][root][INFO] - Eval batch: 40 [2020-11-14 00:08:49,414][root][INFO] - Eval batch: 50 [2020-11-14 00:08:51,205][root][INFO] - Eval batch: 60 [2020-11-14 00:08:53,053][root][INFO] - Eval batch: 70 [2020-11-14 00:08:54,894][root][INFO] - 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Eval batch: 4760 [2020-11-14 00:23:13,409][root][INFO] - Eval batch: 4770 [2020-11-14 00:23:15,308][root][INFO] - Eval batch: 4780 [2020-11-14 00:23:17,073][root][INFO] - Eval batch: 4790 [2020-11-14 00:23:18,910][root][INFO] - Eval batch: 4800 [2020-11-14 00:23:20,717][root][INFO] - Eval batch: 4810 [2020-11-14 00:23:22,566][root][INFO] - Eval batch: 4820 [2020-11-14 00:23:24,493][root][INFO] - Eval batch: 4830 [2020-11-14 00:23:26,371][root][INFO] - Eval batch: 4840 [2020-11-14 00:23:28,171][root][INFO] - Eval batch: 4850 [2020-11-14 00:23:30,064][root][INFO] - Eval batch: 4860 [2020-11-14 00:23:31,893][root][INFO] - Eval batch: 4870 [2020-11-14 00:23:33,712][root][INFO] - Eval batch: 4880 [2020-11-14 00:23:35,598][root][INFO] - Eval batch: 4890 [2020-11-14 00:23:37,365][root][INFO] - Eval batch: 4900 [2020-11-14 00:23:39,162][root][INFO] - Eval batch: 4910 [2020-11-14 00:23:40,930][root][INFO] - Eval batch: 4920 [2020-11-14 00:23:42,776][root][INFO] - Eval batch: 4930 [2020-11-14 00:23:44,594][root][INFO] - Eval batch: 4940 [2020-11-14 00:23:46,377][root][INFO] - Eval batch: 4950 [2020-11-14 00:23:48,254][root][INFO] - Eval batch: 4960 [2020-11-14 00:23:50,131][root][INFO] - Eval batch: 4970 [2020-11-14 00:23:51,976][root][INFO] - Eval batch: 4980 [2020-11-14 00:23:53,739][root][INFO] - Eval batch: 4990 [2020-11-14 00:23:55,522][root][INFO] - Eval batch: 5000 [2020-11-14 00:23:57,380][root][INFO] - Eval batch: 5010 [2020-11-14 00:23:59,111][root][INFO] - Eval batch: 5020 [2020-11-14 00:24:00,998][root][INFO] - Eval batch: 5030 [2020-11-14 00:24:02,799][root][INFO] - Eval batch: 5040 [2020-11-14 00:24:04,839][root][INFO] - eval mean box_loss: 0.222034 [2020-11-14 00:24:04,839][root][INFO] - eval mean center_loss: 0.040936 [2020-11-14 00:24:04,840][root][INFO] - eval mean heading_cls_loss: 0.720393 [2020-11-14 00:24:04,840][root][INFO] - eval mean heading_reg_loss: 0.039163 [2020-11-14 00:24:04,841][root][INFO] - eval mean loss: 5.422795 [2020-11-14 00:24:04,841][root][INFO] - eval mean neg_ratio: 0.699294 [2020-11-14 00:24:04,841][root][INFO] - eval mean obj_acc: 0.923367 [2020-11-14 00:24:04,842][root][INFO] - eval mean objectness_loss: 0.084900 [2020-11-14 00:24:04,842][root][INFO] - eval mean pos_ratio: 0.158035 [2020-11-14 00:24:04,842][root][INFO] - eval mean sem_cls_loss: 0.465099 [2020-11-14 00:24:04,843][root][INFO] - eval mean size_cls_loss: 0.464764 [2020-11-14 00:24:04,843][root][INFO] - eval mean size_reg_loss: 0.023419 [2020-11-14 00:24:04,844][root][INFO] - eval mean vote_loss: 0.231286 [2020-11-14 00:24:58,212][root][INFO] - eval bed Average Precision: 0.540355 [2020-11-14 00:24:58,213][root][INFO] - eval table Average Precision: 0.203791 [2020-11-14 00:24:58,213][root][INFO] - eval sofa Average Precision: 0.538557 [2020-11-14 00:24:58,213][root][INFO] - eval chair Average Precision: 0.532249 [2020-11-14 00:24:58,213][root][INFO] - eval toilet Average Precision: 0.619923 [2020-11-14 00:24:58,213][root][INFO] - eval desk Average Precision: 0.065590 [2020-11-14 00:24:58,213][root][INFO] - eval dresser Average Precision: 0.131813 [2020-11-14 00:24:58,213][root][INFO] - eval night_stand Average Precision: 0.365902 [2020-11-14 00:24:58,213][root][INFO] - eval bookshelf Average Precision: 0.101450 [2020-11-14 00:24:58,213][root][INFO] - eval bathtub Average Precision: 0.467205 [2020-11-14 00:24:58,213][root][INFO] - eval mAP: 0.356683 [2020-11-14 00:24:58,213][root][INFO] - eval bed Recall: 0.653775 [2020-11-14 00:24:58,213][root][INFO] - eval table Recall: 0.426994 [2020-11-14 00:24:58,213][root][INFO] - eval sofa Recall: 0.669797 [2020-11-14 00:24:58,213][root][INFO] - eval chair Recall: 0.649578 [2020-11-14 00:24:58,213][root][INFO] - eval toilet Recall: 0.701987 [2020-11-14 00:24:58,213][root][INFO] - eval desk Recall: 0.289228 [2020-11-14 00:24:58,213][root][INFO] - eval dresser Recall: 0.402778 [2020-11-14 00:24:58,213][root][INFO] - eval night_stand Recall: 0.543307 [2020-11-14 00:24:58,213][root][INFO] - eval bookshelf Recall: 0.234114 [2020-11-14 00:24:58,213][root][INFO] - eval bathtub Recall: 0.576923 [2020-11-14 00:24:58,214][root][INFO] - eval AR: 0.514848 [2020-11-14 00:24:58,214][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 00:24:59,425][root][INFO] - **** EPOCH 130 **** [2020-11-14 00:24:59,426][root][INFO] - Current learning rate: 0.000010 [2020-11-14 00:24:59,426][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 00:24:59,426][root][INFO] - 2020-11-14 00:24:59.426315 [2020-11-14 00:25:55,215][root][INFO] - ---- batch: 010 ---- [2020-11-14 00:25:55,220][root][INFO] - mean box_loss: 0.194547 [2020-11-14 00:25:55,221][root][INFO] - mean center_loss: 0.036234 [2020-11-14 00:25:55,221][root][INFO] - mean heading_cls_loss: 0.728262 [2020-11-14 00:25:55,221][root][INFO] - mean heading_reg_loss: 0.044918 [2020-11-14 00:25:55,221][root][INFO] - mean loss: 4.501664 [2020-11-14 00:25:55,221][root][INFO] - mean neg_ratio: 0.752979 [2020-11-14 00:25:55,221][root][INFO] - mean obj_acc: 0.944636 [2020-11-14 00:25:55,221][root][INFO] - mean objectness_loss: 0.042480 [2020-11-14 00:25:55,221][root][INFO] - mean pos_ratio: 0.128094 [2020-11-14 00:25:55,221][root][INFO] - mean sem_cls_loss: 0.213779 [2020-11-14 00:25:55,221][root][INFO] - mean size_cls_loss: 0.213374 [2020-11-14 00:25:55,221][root][INFO] - mean size_reg_loss: 0.019232 [2020-11-14 00:25:55,221][root][INFO] - mean vote_loss: 0.213002 [2020-11-14 00:26:46,459][root][INFO] - ---- batch: 020 ---- [2020-11-14 00:26:46,463][root][INFO] - mean box_loss: 0.179908 [2020-11-14 00:26:46,463][root][INFO] - mean center_loss: 0.033860 [2020-11-14 00:26:46,464][root][INFO] - mean heading_cls_loss: 0.664231 [2020-11-14 00:26:46,464][root][INFO] - mean heading_reg_loss: 0.039118 [2020-11-14 00:26:46,464][root][INFO] - mean loss: 4.234826 [2020-11-14 00:26:46,464][root][INFO] - mean neg_ratio: 0.712531 [2020-11-14 00:26:46,464][root][INFO] - mean obj_acc: 0.954393 [2020-11-14 00:26:46,464][root][INFO] - mean objectness_loss: 0.039803 [2020-11-14 00:26:46,464][root][INFO] - mean pos_ratio: 0.154352 [2020-11-14 00:26:46,464][root][INFO] - mean sem_cls_loss: 0.186762 [2020-11-14 00:26:46,464][root][INFO] - mean size_cls_loss: 0.186957 [2020-11-14 00:26:46,464][root][INFO] - mean size_reg_loss: 0.021811 [2020-11-14 00:26:46,464][root][INFO] - mean vote_loss: 0.204997 [2020-11-14 00:27:38,169][root][INFO] - ---- batch: 030 ---- [2020-11-14 00:27:38,174][root][INFO] - mean box_loss: 0.175739 [2020-11-14 00:27:38,174][root][INFO] - mean center_loss: 0.032320 [2020-11-14 00:27:38,174][root][INFO] - mean heading_cls_loss: 0.635703 [2020-11-14 00:27:38,174][root][INFO] - mean heading_reg_loss: 0.041555 [2020-11-14 00:27:38,174][root][INFO] - mean loss: 4.116746 [2020-11-14 00:27:38,174][root][INFO] - mean neg_ratio: 0.730646 [2020-11-14 00:27:38,174][root][INFO] - mean obj_acc: 0.953936 [2020-11-14 00:27:38,174][root][INFO] - mean objectness_loss: 0.038921 [2020-11-14 00:27:38,174][root][INFO] - mean pos_ratio: 0.150104 [2020-11-14 00:27:38,174][root][INFO] - mean sem_cls_loss: 0.171900 [2020-11-14 00:27:38,174][root][INFO] - mean size_cls_loss: 0.172126 [2020-11-14 00:27:38,174][root][INFO] - mean size_reg_loss: 0.021082 [2020-11-14 00:27:38,174][root][INFO] - mean vote_loss: 0.199285 [2020-11-14 00:28:27,123][root][INFO] - ---- batch: 040 ---- [2020-11-14 00:28:27,129][root][INFO] - mean box_loss: 0.161545 [2020-11-14 00:28:27,129][root][INFO] - mean center_loss: 0.031567 [2020-11-14 00:28:27,129][root][INFO] - mean heading_cls_loss: 0.565220 [2020-11-14 00:28:27,129][root][INFO] - mean heading_reg_loss: 0.040139 [2020-11-14 00:28:27,129][root][INFO] - mean loss: 4.072848 [2020-11-14 00:28:27,129][root][INFO] - mean neg_ratio: 0.707233 [2020-11-14 00:28:27,129][root][INFO] - mean obj_acc: 0.951375 [2020-11-14 00:28:27,129][root][INFO] - mean objectness_loss: 0.045594 [2020-11-14 00:28:27,129][root][INFO] - mean pos_ratio: 0.164728 [2020-11-14 00:28:27,129][root][INFO] - mean sem_cls_loss: 0.147974 [2020-11-14 00:28:27,129][root][INFO] - mean size_cls_loss: 0.147113 [2020-11-14 00:28:27,129][root][INFO] - mean size_reg_loss: 0.018606 [2020-11-14 00:28:27,129][root][INFO] - mean vote_loss: 0.208145 [2020-11-14 00:29:17,747][root][INFO] - ---- batch: 050 ---- [2020-11-14 00:29:17,752][root][INFO] - mean box_loss: 0.191869 [2020-11-14 00:29:17,754][root][INFO] - mean center_loss: 0.034421 [2020-11-14 00:29:17,754][root][INFO] - mean heading_cls_loss: 0.729573 [2020-11-14 00:29:17,754][root][INFO] - mean heading_reg_loss: 0.044093 [2020-11-14 00:29:17,754][root][INFO] - mean loss: 4.423507 [2020-11-14 00:29:17,754][root][INFO] - mean neg_ratio: 0.723047 [2020-11-14 00:29:17,754][root][INFO] - mean obj_acc: 0.954883 [2020-11-14 00:29:17,754][root][INFO] - mean objectness_loss: 0.042171 [2020-11-14 00:29:17,754][root][INFO] - mean pos_ratio: 0.148126 [2020-11-14 00:29:17,754][root][INFO] - mean sem_cls_loss: 0.180931 [2020-11-14 00:29:17,754][root][INFO] - mean size_cls_loss: 0.181018 [2020-11-14 00:29:17,754][root][INFO] - mean size_reg_loss: 0.022297 [2020-11-14 00:29:17,754][root][INFO] - mean vote_loss: 0.211303 [2020-11-14 00:30:10,347][root][INFO] - ---- batch: 060 ---- [2020-11-14 00:30:10,353][root][INFO] - mean box_loss: 0.187677 [2020-11-14 00:30:10,353][root][INFO] - mean center_loss: 0.032236 [2020-11-14 00:30:10,353][root][INFO] - mean heading_cls_loss: 0.690456 [2020-11-14 00:30:10,354][root][INFO] - mean heading_reg_loss: 0.044615 [2020-11-14 00:30:10,354][root][INFO] - mean loss: 4.530306 [2020-11-14 00:30:10,354][root][INFO] - mean neg_ratio: 0.726703 [2020-11-14 00:30:10,354][root][INFO] - mean obj_acc: 0.949345 [2020-11-14 00:30:10,354][root][INFO] - mean objectness_loss: 0.044681 [2020-11-14 00:30:10,354][root][INFO] - mean pos_ratio: 0.149969 [2020-11-14 00:30:10,354][root][INFO] - mean sem_cls_loss: 0.175110 [2020-11-14 00:30:10,354][root][INFO] - mean size_cls_loss: 0.175576 [2020-11-14 00:30:10,354][root][INFO] - mean size_reg_loss: 0.024222 [2020-11-14 00:30:10,354][root][INFO] - mean vote_loss: 0.225502 [2020-11-14 00:31:00,134][root][INFO] - ---- batch: 070 ---- [2020-11-14 00:31:00,140][root][INFO] - mean box_loss: 0.166560 [2020-11-14 00:31:00,141][root][INFO] - mean center_loss: 0.029951 [2020-11-14 00:31:00,141][root][INFO] - mean heading_cls_loss: 0.620311 [2020-11-14 00:31:00,141][root][INFO] - mean heading_reg_loss: 0.038437 [2020-11-14 00:31:00,141][root][INFO] - mean loss: 4.032646 [2020-11-14 00:31:00,141][root][INFO] - mean neg_ratio: 0.727081 [2020-11-14 00:31:00,141][root][INFO] - mean obj_acc: 0.948281 [2020-11-14 00:31:00,141][root][INFO] - mean objectness_loss: 0.041912 [2020-11-14 00:31:00,141][root][INFO] - mean pos_ratio: 0.149646 [2020-11-14 00:31:00,141][root][INFO] - mean sem_cls_loss: 0.176081 [2020-11-14 00:31:00,141][root][INFO] - mean size_cls_loss: 0.175844 [2020-11-14 00:31:00,142][root][INFO] - mean size_reg_loss: 0.018556 [2020-11-14 00:31:00,142][root][INFO] - mean vote_loss: 0.198141 [2020-11-14 00:31:49,710][root][INFO] - ---- batch: 080 ---- [2020-11-14 00:31:49,717][root][INFO] - mean box_loss: 0.170675 [2020-11-14 00:31:49,717][root][INFO] - mean center_loss: 0.031737 [2020-11-14 00:31:49,717][root][INFO] - mean heading_cls_loss: 0.605982 [2020-11-14 00:31:49,717][root][INFO] - mean heading_reg_loss: 0.042106 [2020-11-14 00:31:49,718][root][INFO] - mean loss: 4.062136 [2020-11-14 00:31:49,718][root][INFO] - mean neg_ratio: 0.725189 [2020-11-14 00:31:49,718][root][INFO] - mean obj_acc: 0.947118 [2020-11-14 00:31:49,718][root][INFO] - mean objectness_loss: 0.043663 [2020-11-14 00:31:49,718][root][INFO] - mean pos_ratio: 0.148438 [2020-11-14 00:31:49,718][root][INFO] - mean sem_cls_loss: 0.156653 [2020-11-14 00:31:49,718][root][INFO] - mean size_cls_loss: 0.156770 [2020-11-14 00:31:49,718][root][INFO] - mean size_reg_loss: 0.020558 [2020-11-14 00:31:49,718][root][INFO] - mean vote_loss: 0.198041 [2020-11-14 00:32:03,036][root][INFO] - **** EPOCH 131 **** [2020-11-14 00:32:03,038][root][INFO] - Current learning rate: 0.000010 [2020-11-14 00:32:03,038][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 00:32:03,038][root][INFO] - 2020-11-14 00:32:03.038714 [2020-11-14 00:32:58,630][root][INFO] - ---- batch: 010 ---- [2020-11-14 00:32:58,636][root][INFO] - mean box_loss: 0.175252 [2020-11-14 00:32:58,636][root][INFO] - mean center_loss: 0.034188 [2020-11-14 00:32:58,636][root][INFO] - mean heading_cls_loss: 0.664643 [2020-11-14 00:32:58,636][root][INFO] - mean heading_reg_loss: 0.038534 [2020-11-14 00:32:58,636][root][INFO] - mean loss: 4.177909 [2020-11-14 00:32:58,636][root][INFO] - mean neg_ratio: 0.732782 [2020-11-14 00:32:58,636][root][INFO] - mean obj_acc: 0.947726 [2020-11-14 00:32:58,636][root][INFO] - mean objectness_loss: 0.042216 [2020-11-14 00:32:58,636][root][INFO] - mean pos_ratio: 0.145270 [2020-11-14 00:32:58,636][root][INFO] - mean sem_cls_loss: 0.156854 [2020-11-14 00:32:58,636][root][INFO] - mean size_cls_loss: 0.156957 [2020-11-14 00:32:58,636][root][INFO] - mean size_reg_loss: 0.020370 [2020-11-14 00:32:58,636][root][INFO] - mean vote_loss: 0.205745 [2020-11-14 00:33:49,755][root][INFO] - ---- batch: 020 ---- [2020-11-14 00:33:49,760][root][INFO] - mean box_loss: 0.181127 [2020-11-14 00:33:49,760][root][INFO] - mean center_loss: 0.033175 [2020-11-14 00:33:49,760][root][INFO] - mean heading_cls_loss: 0.668449 [2020-11-14 00:33:49,760][root][INFO] - mean heading_reg_loss: 0.042574 [2020-11-14 00:33:49,760][root][INFO] - mean loss: 4.237729 [2020-11-14 00:33:49,760][root][INFO] - mean neg_ratio: 0.736938 [2020-11-14 00:33:49,760][root][INFO] - mean obj_acc: 0.946588 [2020-11-14 00:33:49,760][root][INFO] - mean objectness_loss: 0.041648 [2020-11-14 00:33:49,760][root][INFO] - mean pos_ratio: 0.144745 [2020-11-14 00:33:49,760][root][INFO] - mean sem_cls_loss: 0.176229 [2020-11-14 00:33:49,760][root][INFO] - mean size_cls_loss: 0.177503 [2020-11-14 00:33:49,760][root][INFO] - mean size_reg_loss: 0.020783 [2020-11-14 00:33:49,760][root][INFO] - mean vote_loss: 0.204199 [2020-11-14 00:34:39,352][root][INFO] - ---- batch: 030 ---- [2020-11-14 00:34:39,357][root][INFO] - mean box_loss: 0.180429 [2020-11-14 00:34:39,357][root][INFO] - mean center_loss: 0.029621 [2020-11-14 00:34:39,357][root][INFO] - mean heading_cls_loss: 0.625885 [2020-11-14 00:34:39,357][root][INFO] - mean heading_reg_loss: 0.048052 [2020-11-14 00:34:39,357][root][INFO] - mean loss: 4.178696 [2020-11-14 00:34:39,357][root][INFO] - mean neg_ratio: 0.724207 [2020-11-14 00:34:39,357][root][INFO] - mean obj_acc: 0.951819 [2020-11-14 00:34:39,357][root][INFO] - mean objectness_loss: 0.040546 [2020-11-14 00:34:39,358][root][INFO] - mean pos_ratio: 0.148828 [2020-11-14 00:34:39,358][root][INFO] - mean sem_cls_loss: 0.184261 [2020-11-14 00:34:39,358][root][INFO] - mean size_cls_loss: 0.184703 [2020-11-14 00:34:39,358][root][INFO] - mean size_reg_loss: 0.021697 [2020-11-14 00:34:39,358][root][INFO] - mean vote_loss: 0.198741 [2020-11-14 00:35:30,427][root][INFO] - ---- batch: 040 ---- [2020-11-14 00:35:30,431][root][INFO] - mean box_loss: 0.179453 [2020-11-14 00:35:30,431][root][INFO] - mean center_loss: 0.031492 [2020-11-14 00:35:30,431][root][INFO] - mean heading_cls_loss: 0.707775 [2020-11-14 00:35:30,432][root][INFO] - mean heading_reg_loss: 0.041319 [2020-11-14 00:35:30,432][root][INFO] - mean loss: 4.144769 [2020-11-14 00:35:30,432][root][INFO] - mean neg_ratio: 0.728821 [2020-11-14 00:35:30,432][root][INFO] - mean obj_acc: 0.952378 [2020-11-14 00:35:30,432][root][INFO] - mean objectness_loss: 0.038827 [2020-11-14 00:35:30,432][root][INFO] - mean pos_ratio: 0.149774 [2020-11-14 00:35:30,432][root][INFO] - mean sem_cls_loss: 0.150042 [2020-11-14 00:35:30,432][root][INFO] - mean size_cls_loss: 0.150428 [2020-11-14 00:35:30,432][root][INFO] - mean size_reg_loss: 0.020821 [2020-11-14 00:35:30,432][root][INFO] - mean vote_loss: 0.200607 [2020-11-14 00:36:21,730][root][INFO] - ---- batch: 050 ---- [2020-11-14 00:36:21,735][root][INFO] - mean box_loss: 0.178586 [2020-11-14 00:36:21,735][root][INFO] - mean center_loss: 0.032600 [2020-11-14 00:36:21,735][root][INFO] - mean heading_cls_loss: 0.674369 [2020-11-14 00:36:21,735][root][INFO] - mean heading_reg_loss: 0.038884 [2020-11-14 00:36:21,735][root][INFO] - mean loss: 4.343787 [2020-11-14 00:36:21,735][root][INFO] - mean neg_ratio: 0.711969 [2020-11-14 00:36:21,735][root][INFO] - mean obj_acc: 0.952175 [2020-11-14 00:36:21,736][root][INFO] - mean objectness_loss: 0.045168 [2020-11-14 00:36:21,736][root][INFO] - mean pos_ratio: 0.154761 [2020-11-14 00:36:21,736][root][INFO] - mean sem_cls_loss: 0.187878 [2020-11-14 00:36:21,736][root][INFO] - mean size_cls_loss: 0.188140 [2020-11-14 00:36:21,736][root][INFO] - mean size_reg_loss: 0.020850 [2020-11-14 00:36:21,736][root][INFO] - mean vote_loss: 0.214421 [2020-11-14 00:37:12,966][root][INFO] - ---- batch: 060 ---- [2020-11-14 00:37:12,973][root][INFO] - mean box_loss: 0.171980 [2020-11-14 00:37:12,973][root][INFO] - mean center_loss: 0.029069 [2020-11-14 00:37:12,973][root][INFO] - mean heading_cls_loss: 0.651613 [2020-11-14 00:37:12,974][root][INFO] - mean heading_reg_loss: 0.040669 [2020-11-14 00:37:12,974][root][INFO] - mean loss: 4.168514 [2020-11-14 00:37:12,974][root][INFO] - mean neg_ratio: 0.720935 [2020-11-14 00:37:12,974][root][INFO] - mean obj_acc: 0.951310 [2020-11-14 00:37:12,974][root][INFO] - mean objectness_loss: 0.043112 [2020-11-14 00:37:12,974][root][INFO] - mean pos_ratio: 0.154395 [2020-11-14 00:37:12,974][root][INFO] - mean sem_cls_loss: 0.156777 [2020-11-14 00:37:12,974][root][INFO] - mean size_cls_loss: 0.157151 [2020-11-14 00:37:12,974][root][INFO] - mean size_reg_loss: 0.021365 [2020-11-14 00:37:12,974][root][INFO] - mean vote_loss: 0.207638 [2020-11-14 00:38:02,058][root][INFO] - ---- batch: 070 ---- [2020-11-14 00:38:02,065][root][INFO] - mean box_loss: 0.191061 [2020-11-14 00:38:02,065][root][INFO] - mean center_loss: 0.035207 [2020-11-14 00:38:02,066][root][INFO] - mean heading_cls_loss: 0.680557 [2020-11-14 00:38:02,066][root][INFO] - mean heading_reg_loss: 0.045033 [2020-11-14 00:38:02,066][root][INFO] - mean loss: 4.513459 [2020-11-14 00:38:02,066][root][INFO] - mean neg_ratio: 0.724567 [2020-11-14 00:38:02,066][root][INFO] - mean obj_acc: 0.946060 [2020-11-14 00:38:02,066][root][INFO] - mean objectness_loss: 0.045906 [2020-11-14 00:38:02,066][root][INFO] - mean pos_ratio: 0.148505 [2020-11-14 00:38:02,066][root][INFO] - mean sem_cls_loss: 0.206695 [2020-11-14 00:38:02,066][root][INFO] - mean size_cls_loss: 0.206737 [2020-11-14 00:38:02,066][root][INFO] - mean size_reg_loss: 0.022091 [2020-11-14 00:38:02,066][root][INFO] - mean vote_loss: 0.216662 [2020-11-14 00:38:52,920][root][INFO] - ---- batch: 080 ---- [2020-11-14 00:38:52,928][root][INFO] - mean box_loss: 0.181885 [2020-11-14 00:38:52,929][root][INFO] - mean center_loss: 0.032225 [2020-11-14 00:38:52,929][root][INFO] - mean heading_cls_loss: 0.677179 [2020-11-14 00:38:52,929][root][INFO] - mean heading_reg_loss: 0.046344 [2020-11-14 00:38:52,929][root][INFO] - mean loss: 4.249392 [2020-11-14 00:38:52,929][root][INFO] - mean neg_ratio: 0.730615 [2020-11-14 00:38:52,929][root][INFO] - mean obj_acc: 0.953989 [2020-11-14 00:38:52,930][root][INFO] - mean objectness_loss: 0.037500 [2020-11-14 00:38:52,930][root][INFO] - mean pos_ratio: 0.146887 [2020-11-14 00:38:52,930][root][INFO] - mean sem_cls_loss: 0.167030 [2020-11-14 00:38:52,930][root][INFO] - mean size_cls_loss: 0.165989 [2020-11-14 00:38:52,930][root][INFO] - mean size_reg_loss: 0.018999 [2020-11-14 00:38:52,930][root][INFO] - mean vote_loss: 0.207601 [2020-11-14 00:39:06,732][root][INFO] - **** EPOCH 132 **** [2020-11-14 00:39:06,734][root][INFO] - Current learning rate: 0.000010 [2020-11-14 00:39:06,734][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 00:39:06,734][root][INFO] - 2020-11-14 00:39:06.734653 [2020-11-14 00:40:03,673][root][INFO] - ---- batch: 010 ---- [2020-11-14 00:40:03,678][root][INFO] - mean box_loss: 0.172057 [2020-11-14 00:40:03,679][root][INFO] - mean center_loss: 0.035312 [2020-11-14 00:40:03,679][root][INFO] - mean heading_cls_loss: 0.555939 [2020-11-14 00:40:03,679][root][INFO] - mean heading_reg_loss: 0.039996 [2020-11-14 00:40:03,679][root][INFO] - mean loss: 4.196922 [2020-11-14 00:40:03,679][root][INFO] - mean neg_ratio: 0.722009 [2020-11-14 00:40:03,679][root][INFO] - mean obj_acc: 0.948508 [2020-11-14 00:40:03,679][root][INFO] - mean objectness_loss: 0.043225 [2020-11-14 00:40:03,679][root][INFO] - mean pos_ratio: 0.155969 [2020-11-14 00:40:03,679][root][INFO] - mean sem_cls_loss: 0.171585 [2020-11-14 00:40:03,679][root][INFO] - mean size_cls_loss: 0.171202 [2020-11-14 00:40:03,679][root][INFO] - mean size_reg_loss: 0.024035 [2020-11-14 00:40:03,679][root][INFO] - mean vote_loss: 0.208864 [2020-11-14 00:40:53,249][root][INFO] - ---- batch: 020 ---- [2020-11-14 00:40:53,254][root][INFO] - mean box_loss: 0.162568 [2020-11-14 00:40:53,254][root][INFO] - mean center_loss: 0.027712 [2020-11-14 00:40:53,254][root][INFO] - mean heading_cls_loss: 0.623357 [2020-11-14 00:40:53,254][root][INFO] - mean heading_reg_loss: 0.037419 [2020-11-14 00:40:53,254][root][INFO] - mean loss: 4.153668 [2020-11-14 00:40:53,254][root][INFO] - mean neg_ratio: 0.713995 [2020-11-14 00:40:53,254][root][INFO] - mean obj_acc: 0.952785 [2020-11-14 00:40:53,254][root][INFO] - mean objectness_loss: 0.043245 [2020-11-14 00:40:53,254][root][INFO] - mean pos_ratio: 0.161438 [2020-11-14 00:40:53,254][root][INFO] - mean sem_cls_loss: 0.169575 [2020-11-14 00:40:53,254][root][INFO] - mean size_cls_loss: 0.169319 [2020-11-14 00:40:53,254][root][INFO] - mean size_reg_loss: 0.018170 [2020-11-14 00:40:53,254][root][INFO] - mean vote_loss: 0.214219 [2020-11-14 00:41:44,990][root][INFO] - ---- batch: 030 ---- [2020-11-14 00:41:44,995][root][INFO] - mean box_loss: 0.181957 [2020-11-14 00:41:44,995][root][INFO] - mean center_loss: 0.031971 [2020-11-14 00:41:44,995][root][INFO] - mean heading_cls_loss: 0.710428 [2020-11-14 00:41:44,995][root][INFO] - mean heading_reg_loss: 0.042792 [2020-11-14 00:41:44,995][root][INFO] - mean loss: 4.208012 [2020-11-14 00:41:44,995][root][INFO] - mean neg_ratio: 0.722668 [2020-11-14 00:41:44,995][root][INFO] - mean obj_acc: 0.954329 [2020-11-14 00:41:44,995][root][INFO] - mean objectness_loss: 0.041452 [2020-11-14 00:41:44,995][root][INFO] - mean pos_ratio: 0.151819 [2020-11-14 00:41:44,995][root][INFO] - mean sem_cls_loss: 0.154804 [2020-11-14 00:41:44,995][root][INFO] - mean size_cls_loss: 0.154788 [2020-11-14 00:41:44,995][root][INFO] - mean size_reg_loss: 0.020673 [2020-11-14 00:41:44,995][root][INFO] - mean vote_loss: 0.202637 [2020-11-14 00:42:35,132][root][INFO] - ---- batch: 040 ---- [2020-11-14 00:42:35,137][root][INFO] - mean box_loss: 0.170473 [2020-11-14 00:42:35,137][root][INFO] - mean center_loss: 0.030753 [2020-11-14 00:42:35,137][root][INFO] - mean heading_cls_loss: 0.602695 [2020-11-14 00:42:35,137][root][INFO] - mean heading_reg_loss: 0.043537 [2020-11-14 00:42:35,137][root][INFO] - mean loss: 4.076466 [2020-11-14 00:42:35,137][root][INFO] - mean neg_ratio: 0.720581 [2020-11-14 00:42:35,137][root][INFO] - mean obj_acc: 0.945904 [2020-11-14 00:42:35,137][root][INFO] - mean objectness_loss: 0.045206 [2020-11-14 00:42:35,137][root][INFO] - mean pos_ratio: 0.153491 [2020-11-14 00:42:35,137][root][INFO] - mean sem_cls_loss: 0.143389 [2020-11-14 00:42:35,137][root][INFO] - mean size_cls_loss: 0.143389 [2020-11-14 00:42:35,137][root][INFO] - mean size_reg_loss: 0.021575 [2020-11-14 00:42:35,137][root][INFO] - mean vote_loss: 0.200232 [2020-11-14 00:43:25,960][root][INFO] - ---- batch: 050 ---- [2020-11-14 00:43:25,965][root][INFO] - mean box_loss: 0.178493 [2020-11-14 00:43:25,965][root][INFO] - mean center_loss: 0.035362 [2020-11-14 00:43:25,965][root][INFO] - mean heading_cls_loss: 0.654174 [2020-11-14 00:43:25,965][root][INFO] - mean heading_reg_loss: 0.038845 [2020-11-14 00:43:25,965][root][INFO] - mean loss: 4.174277 [2020-11-14 00:43:25,965][root][INFO] - mean neg_ratio: 0.731000 [2020-11-14 00:43:25,965][root][INFO] - mean obj_acc: 0.947411 [2020-11-14 00:43:25,965][root][INFO] - mean objectness_loss: 0.042104 [2020-11-14 00:43:25,965][root][INFO] - mean pos_ratio: 0.139636 [2020-11-14 00:43:25,966][root][INFO] - mean sem_cls_loss: 0.170578 [2020-11-14 00:43:25,966][root][INFO] - mean size_cls_loss: 0.170505 [2020-11-14 00:43:25,966][root][INFO] - mean size_reg_loss: 0.021818 [2020-11-14 00:43:25,966][root][INFO] - mean vote_loss: 0.200825 [2020-11-14 00:44:17,190][root][INFO] - ---- batch: 060 ---- [2020-11-14 00:44:17,196][root][INFO] - mean box_loss: 0.175543 [2020-11-14 00:44:17,196][root][INFO] - mean center_loss: 0.032956 [2020-11-14 00:44:17,196][root][INFO] - mean heading_cls_loss: 0.684944 [2020-11-14 00:44:17,196][root][INFO] - mean heading_reg_loss: 0.039994 [2020-11-14 00:44:17,196][root][INFO] - mean loss: 4.128090 [2020-11-14 00:44:17,196][root][INFO] - mean neg_ratio: 0.724628 [2020-11-14 00:44:17,196][root][INFO] - mean obj_acc: 0.951103 [2020-11-14 00:44:17,196][root][INFO] - mean objectness_loss: 0.042409 [2020-11-14 00:44:17,196][root][INFO] - mean pos_ratio: 0.151764 [2020-11-14 00:44:17,196][root][INFO] - mean sem_cls_loss: 0.164616 [2020-11-14 00:44:17,196][root][INFO] - mean size_cls_loss: 0.164946 [2020-11-14 00:44:17,196][root][INFO] - mean size_reg_loss: 0.017604 [2020-11-14 00:44:17,196][root][INFO] - mean vote_loss: 0.199599 [2020-11-14 00:45:07,273][root][INFO] - ---- batch: 070 ---- [2020-11-14 00:45:07,280][root][INFO] - mean box_loss: 0.187025 [2020-11-14 00:45:07,280][root][INFO] - mean center_loss: 0.037346 [2020-11-14 00:45:07,280][root][INFO] - mean heading_cls_loss: 0.714415 [2020-11-14 00:45:07,280][root][INFO] - mean heading_reg_loss: 0.039430 [2020-11-14 00:45:07,280][root][INFO] - mean loss: 4.265712 [2020-11-14 00:45:07,280][root][INFO] - mean neg_ratio: 0.728955 [2020-11-14 00:45:07,280][root][INFO] - mean obj_acc: 0.952271 [2020-11-14 00:45:07,280][root][INFO] - mean objectness_loss: 0.042084 [2020-11-14 00:45:07,280][root][INFO] - mean pos_ratio: 0.149091 [2020-11-14 00:45:07,281][root][INFO] - mean sem_cls_loss: 0.193887 [2020-11-14 00:45:07,281][root][INFO] - mean size_cls_loss: 0.192716 [2020-11-14 00:45:07,281][root][INFO] - mean size_reg_loss: 0.019536 [2020-11-14 00:45:07,281][root][INFO] - mean vote_loss: 0.199116 [2020-11-14 00:45:57,083][root][INFO] - ---- batch: 080 ---- [2020-11-14 00:45:57,089][root][INFO] - mean box_loss: 0.175974 [2020-11-14 00:45:57,090][root][INFO] - mean center_loss: 0.031394 [2020-11-14 00:45:57,090][root][INFO] - mean heading_cls_loss: 0.629871 [2020-11-14 00:45:57,090][root][INFO] - mean heading_reg_loss: 0.041259 [2020-11-14 00:45:57,090][root][INFO] - mean loss: 4.274341 [2020-11-14 00:45:57,090][root][INFO] - mean neg_ratio: 0.739655 [2020-11-14 00:45:57,090][root][INFO] - mean obj_acc: 0.947182 [2020-11-14 00:45:57,090][root][INFO] - mean objectness_loss: 0.042548 [2020-11-14 00:45:57,090][root][INFO] - mean pos_ratio: 0.139691 [2020-11-14 00:45:57,090][root][INFO] - mean sem_cls_loss: 0.181816 [2020-11-14 00:45:57,090][root][INFO] - mean size_cls_loss: 0.181847 [2020-11-14 00:45:57,090][root][INFO] - mean size_reg_loss: 0.022149 [2020-11-14 00:45:57,090][root][INFO] - mean vote_loss: 0.212005 [2020-11-14 00:46:10,636][root][INFO] - **** EPOCH 133 **** [2020-11-14 00:46:10,637][root][INFO] - Current learning rate: 0.000010 [2020-11-14 00:46:10,637][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 00:46:10,637][root][INFO] - 2020-11-14 00:46:10.637941 [2020-11-14 00:47:06,574][root][INFO] - ---- batch: 010 ---- [2020-11-14 00:47:06,579][root][INFO] - mean box_loss: 0.174446 [2020-11-14 00:47:06,580][root][INFO] - mean center_loss: 0.031091 [2020-11-14 00:47:06,580][root][INFO] - mean heading_cls_loss: 0.628331 [2020-11-14 00:47:06,580][root][INFO] - mean heading_reg_loss: 0.043314 [2020-11-14 00:47:06,580][root][INFO] - mean loss: 4.079169 [2020-11-14 00:47:06,580][root][INFO] - mean neg_ratio: 0.715393 [2020-11-14 00:47:06,580][root][INFO] - mean obj_acc: 0.949420 [2020-11-14 00:47:06,580][root][INFO] - mean objectness_loss: 0.045368 [2020-11-14 00:47:06,580][root][INFO] - mean pos_ratio: 0.157245 [2020-11-14 00:47:06,580][root][INFO] - mean sem_cls_loss: 0.172998 [2020-11-14 00:47:06,580][root][INFO] - mean size_cls_loss: 0.172833 [2020-11-14 00:47:06,580][root][INFO] - mean size_reg_loss: 0.019924 [2020-11-14 00:47:06,580][root][INFO] - mean vote_loss: 0.193487 [2020-11-14 00:47:58,189][root][INFO] - ---- batch: 020 ---- [2020-11-14 00:47:58,194][root][INFO] - mean box_loss: 0.177791 [2020-11-14 00:47:58,194][root][INFO] - mean center_loss: 0.029802 [2020-11-14 00:47:58,195][root][INFO] - mean heading_cls_loss: 0.639817 [2020-11-14 00:47:58,195][root][INFO] - mean heading_reg_loss: 0.045596 [2020-11-14 00:47:58,195][root][INFO] - mean loss: 4.297014 [2020-11-14 00:47:58,195][root][INFO] - mean neg_ratio: 0.721381 [2020-11-14 00:47:58,195][root][INFO] - mean obj_acc: 0.948038 [2020-11-14 00:47:58,195][root][INFO] - mean objectness_loss: 0.045357 [2020-11-14 00:47:58,195][root][INFO] - mean pos_ratio: 0.149420 [2020-11-14 00:47:58,195][root][INFO] - mean sem_cls_loss: 0.193603 [2020-11-14 00:47:58,195][root][INFO] - mean size_cls_loss: 0.193787 [2020-11-14 00:47:58,195][root][INFO] - mean size_reg_loss: 0.019032 [2020-11-14 00:47:58,195][root][INFO] - mean vote_loss: 0.209871 [2020-11-14 00:48:49,392][root][INFO] - ---- batch: 030 ---- [2020-11-14 00:48:49,396][root][INFO] - mean box_loss: 0.181797 [2020-11-14 00:48:49,396][root][INFO] - mean center_loss: 0.030989 [2020-11-14 00:48:49,397][root][INFO] - mean heading_cls_loss: 0.685126 [2020-11-14 00:48:49,397][root][INFO] - mean heading_reg_loss: 0.040478 [2020-11-14 00:48:49,397][root][INFO] - mean loss: 4.239456 [2020-11-14 00:48:49,397][root][INFO] - mean neg_ratio: 0.739142 [2020-11-14 00:48:49,397][root][INFO] - mean obj_acc: 0.946771 [2020-11-14 00:48:49,397][root][INFO] - mean objectness_loss: 0.042308 [2020-11-14 00:48:49,397][root][INFO] - mean pos_ratio: 0.141797 [2020-11-14 00:48:49,397][root][INFO] - mean sem_cls_loss: 0.177368 [2020-11-14 00:48:49,397][root][INFO] - mean size_cls_loss: 0.177114 [2020-11-14 00:48:49,397][root][INFO] - mean size_reg_loss: 0.024106 [2020-11-14 00:48:49,397][root][INFO] - mean vote_loss: 0.203258 [2020-11-14 00:49:40,253][root][INFO] - ---- batch: 040 ---- [2020-11-14 00:49:40,258][root][INFO] - mean box_loss: 0.174356 [2020-11-14 00:49:40,258][root][INFO] - mean center_loss: 0.032623 [2020-11-14 00:49:40,258][root][INFO] - mean heading_cls_loss: 0.652026 [2020-11-14 00:49:40,258][root][INFO] - mean heading_reg_loss: 0.041599 [2020-11-14 00:49:40,258][root][INFO] - mean loss: 4.060150 [2020-11-14 00:49:40,258][root][INFO] - mean neg_ratio: 0.733142 [2020-11-14 00:49:40,258][root][INFO] - mean obj_acc: 0.947208 [2020-11-14 00:49:40,258][root][INFO] - mean objectness_loss: 0.042816 [2020-11-14 00:49:40,258][root][INFO] - mean pos_ratio: 0.144568 [2020-11-14 00:49:40,258][root][INFO] - mean sem_cls_loss: 0.166188 [2020-11-14 00:49:40,258][root][INFO] - mean size_cls_loss: 0.166053 [2020-11-14 00:49:40,258][root][INFO] - mean size_reg_loss: 0.018326 [2020-11-14 00:49:40,258][root][INFO] - mean vote_loss: 0.193632 [2020-11-14 00:50:31,242][root][INFO] - ---- batch: 050 ---- [2020-11-14 00:50:31,246][root][INFO] - mean box_loss: 0.176517 [2020-11-14 00:50:31,247][root][INFO] - mean center_loss: 0.034683 [2020-11-14 00:50:31,247][root][INFO] - mean heading_cls_loss: 0.605453 [2020-11-14 00:50:31,247][root][INFO] - mean heading_reg_loss: 0.039239 [2020-11-14 00:50:31,247][root][INFO] - mean loss: 4.519546 [2020-11-14 00:50:31,247][root][INFO] - mean neg_ratio: 0.735162 [2020-11-14 00:50:31,247][root][INFO] - mean obj_acc: 0.949827 [2020-11-14 00:50:31,247][root][INFO] - mean objectness_loss: 0.044389 [2020-11-14 00:50:31,247][root][INFO] - mean pos_ratio: 0.148145 [2020-11-14 00:50:31,247][root][INFO] - mean sem_cls_loss: 0.181489 [2020-11-14 00:50:31,247][root][INFO] - mean size_cls_loss: 0.181328 [2020-11-14 00:50:31,247][root][INFO] - mean size_reg_loss: 0.023916 [2020-11-14 00:50:31,247][root][INFO] - mean vote_loss: 0.235094 [2020-11-14 00:51:22,754][root][INFO] - ---- batch: 060 ---- [2020-11-14 00:51:22,760][root][INFO] - mean box_loss: 0.167326 [2020-11-14 00:51:22,761][root][INFO] - mean center_loss: 0.031954 [2020-11-14 00:51:22,761][root][INFO] - mean heading_cls_loss: 0.615886 [2020-11-14 00:51:22,761][root][INFO] - mean heading_reg_loss: 0.040545 [2020-11-14 00:51:22,761][root][INFO] - mean loss: 3.945690 [2020-11-14 00:51:22,761][root][INFO] - mean neg_ratio: 0.727838 [2020-11-14 00:51:22,761][root][INFO] - mean obj_acc: 0.951976 [2020-11-14 00:51:22,761][root][INFO] - mean objectness_loss: 0.041154 [2020-11-14 00:51:22,761][root][INFO] - mean pos_ratio: 0.149200 [2020-11-14 00:51:22,761][root][INFO] - mean sem_cls_loss: 0.153525 [2020-11-14 00:51:22,762][root][INFO] - mean size_cls_loss: 0.154281 [2020-11-14 00:51:22,762][root][INFO] - mean size_reg_loss: 0.017810 [2020-11-14 00:51:22,762][root][INFO] - mean vote_loss: 0.191314 [2020-11-14 00:52:13,396][root][INFO] - ---- batch: 070 ---- [2020-11-14 00:52:13,403][root][INFO] - mean box_loss: 0.182777 [2020-11-14 00:52:13,403][root][INFO] - mean center_loss: 0.035542 [2020-11-14 00:52:13,403][root][INFO] - mean heading_cls_loss: 0.669637 [2020-11-14 00:52:13,403][root][INFO] - mean heading_reg_loss: 0.040881 [2020-11-14 00:52:13,404][root][INFO] - mean loss: 4.388812 [2020-11-14 00:52:13,404][root][INFO] - mean neg_ratio: 0.713000 [2020-11-14 00:52:13,404][root][INFO] - mean obj_acc: 0.947793 [2020-11-14 00:52:13,404][root][INFO] - mean objectness_loss: 0.047323 [2020-11-14 00:52:13,404][root][INFO] - mean pos_ratio: 0.157690 [2020-11-14 00:52:13,404][root][INFO] - mean sem_cls_loss: 0.189083 [2020-11-14 00:52:13,404][root][INFO] - mean size_cls_loss: 0.189516 [2020-11-14 00:52:13,404][root][INFO] - mean size_reg_loss: 0.020439 [2020-11-14 00:52:13,404][root][INFO] - mean vote_loss: 0.213535 [2020-11-14 00:53:00,932][root][INFO] - ---- batch: 080 ---- [2020-11-14 00:53:00,939][root][INFO] - mean box_loss: 0.171889 [2020-11-14 00:53:00,940][root][INFO] - mean center_loss: 0.029171 [2020-11-14 00:53:00,941][root][INFO] - mean heading_cls_loss: 0.640437 [2020-11-14 00:53:00,941][root][INFO] - mean heading_reg_loss: 0.040124 [2020-11-14 00:53:00,941][root][INFO] - mean loss: 4.196104 [2020-11-14 00:53:00,941][root][INFO] - mean neg_ratio: 0.725531 [2020-11-14 00:53:00,941][root][INFO] - mean obj_acc: 0.950047 [2020-11-14 00:53:00,941][root][INFO] - mean objectness_loss: 0.041977 [2020-11-14 00:53:00,941][root][INFO] - mean pos_ratio: 0.152118 [2020-11-14 00:53:00,941][root][INFO] - mean sem_cls_loss: 0.172612 [2020-11-14 00:53:00,941][root][INFO] - mean size_cls_loss: 0.172695 [2020-11-14 00:53:00,941][root][INFO] - mean size_reg_loss: 0.021282 [2020-11-14 00:53:00,941][root][INFO] - mean vote_loss: 0.209471 [2020-11-14 00:53:13,758][root][INFO] - **** EPOCH 134 **** [2020-11-14 00:53:13,763][root][INFO] - Current learning rate: 0.000010 [2020-11-14 00:53:13,763][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 00:53:13,763][root][INFO] - 2020-11-14 00:53:13.763263 [2020-11-14 00:54:08,192][root][INFO] - ---- batch: 010 ---- [2020-11-14 00:54:08,197][root][INFO] - mean box_loss: 0.174532 [2020-11-14 00:54:08,197][root][INFO] - mean center_loss: 0.039400 [2020-11-14 00:54:08,197][root][INFO] - mean heading_cls_loss: 0.613299 [2020-11-14 00:54:08,197][root][INFO] - mean heading_reg_loss: 0.040767 [2020-11-14 00:54:08,197][root][INFO] - mean loss: 4.069553 [2020-11-14 00:54:08,197][root][INFO] - mean neg_ratio: 0.723932 [2020-11-14 00:54:08,198][root][INFO] - mean obj_acc: 0.951735 [2020-11-14 00:54:08,198][root][INFO] - mean objectness_loss: 0.043486 [2020-11-14 00:54:08,198][root][INFO] - mean pos_ratio: 0.160889 [2020-11-14 00:54:08,198][root][INFO] - mean sem_cls_loss: 0.157047 [2020-11-14 00:54:08,198][root][INFO] - mean size_cls_loss: 0.156735 [2020-11-14 00:54:08,198][root][INFO] - mean size_reg_loss: 0.017361 [2020-11-14 00:54:08,198][root][INFO] - mean vote_loss: 0.194975 [2020-11-14 00:54:58,860][root][INFO] - ---- batch: 020 ---- [2020-11-14 00:54:58,865][root][INFO] - mean box_loss: 0.186113 [2020-11-14 00:54:58,865][root][INFO] - mean center_loss: 0.034996 [2020-11-14 00:54:58,865][root][INFO] - mean heading_cls_loss: 0.702517 [2020-11-14 00:54:58,865][root][INFO] - mean heading_reg_loss: 0.043850 [2020-11-14 00:54:58,865][root][INFO] - mean loss: 4.206082 [2020-11-14 00:54:58,865][root][INFO] - mean neg_ratio: 0.727338 [2020-11-14 00:54:58,865][root][INFO] - mean obj_acc: 0.950767 [2020-11-14 00:54:58,865][root][INFO] - mean objectness_loss: 0.040762 [2020-11-14 00:54:58,865][root][INFO] - mean pos_ratio: 0.144159 [2020-11-14 00:54:58,865][root][INFO] - mean sem_cls_loss: 0.168778 [2020-11-14 00:54:58,865][root][INFO] - mean size_cls_loss: 0.168458 [2020-11-14 00:54:58,865][root][INFO] - mean size_reg_loss: 0.020169 [2020-11-14 00:54:58,865][root][INFO] - mean vote_loss: 0.197237 [2020-11-14 00:55:50,959][root][INFO] - ---- batch: 030 ---- [2020-11-14 00:55:50,965][root][INFO] - mean box_loss: 0.176509 [2020-11-14 00:55:50,965][root][INFO] - mean center_loss: 0.032419 [2020-11-14 00:55:50,965][root][INFO] - mean heading_cls_loss: 0.607842 [2020-11-14 00:55:50,965][root][INFO] - mean heading_reg_loss: 0.043405 [2020-11-14 00:55:50,965][root][INFO] - mean loss: 4.193802 [2020-11-14 00:55:50,965][root][INFO] - mean neg_ratio: 0.719745 [2020-11-14 00:55:50,965][root][INFO] - mean obj_acc: 0.944533 [2020-11-14 00:55:50,965][root][INFO] - mean objectness_loss: 0.048248 [2020-11-14 00:55:50,965][root][INFO] - mean pos_ratio: 0.151733 [2020-11-14 00:55:50,966][root][INFO] - mean sem_cls_loss: 0.166768 [2020-11-14 00:55:50,966][root][INFO] - mean size_cls_loss: 0.166684 [2020-11-14 00:55:50,966][root][INFO] - mean size_reg_loss: 0.023233 [2020-11-14 00:55:50,966][root][INFO] - mean vote_loss: 0.202070 [2020-11-14 00:56:40,868][root][INFO] - ---- batch: 040 ---- [2020-11-14 00:56:40,872][root][INFO] - mean box_loss: 0.177310 [2020-11-14 00:56:40,872][root][INFO] - mean center_loss: 0.028871 [2020-11-14 00:56:40,872][root][INFO] - mean heading_cls_loss: 0.690939 [2020-11-14 00:56:40,872][root][INFO] - mean heading_reg_loss: 0.041068 [2020-11-14 00:56:40,872][root][INFO] - mean loss: 4.110849 [2020-11-14 00:56:40,872][root][INFO] - mean neg_ratio: 0.727173 [2020-11-14 00:56:40,872][root][INFO] - mean obj_acc: 0.950082 [2020-11-14 00:56:40,873][root][INFO] - mean objectness_loss: 0.041598 [2020-11-14 00:56:40,873][root][INFO] - mean pos_ratio: 0.147809 [2020-11-14 00:56:40,873][root][INFO] - mean sem_cls_loss: 0.184069 [2020-11-14 00:56:40,873][root][INFO] - mean size_cls_loss: 0.183727 [2020-11-14 00:56:40,873][root][INFO] - mean size_reg_loss: 0.019905 [2020-11-14 00:56:40,873][root][INFO] - mean vote_loss: 0.194569 [2020-11-14 00:57:32,430][root][INFO] - ---- batch: 050 ---- [2020-11-14 00:57:32,435][root][INFO] - mean box_loss: 0.175460 [2020-11-14 00:57:32,436][root][INFO] - mean center_loss: 0.031263 [2020-11-14 00:57:32,436][root][INFO] - mean heading_cls_loss: 0.628617 [2020-11-14 00:57:32,436][root][INFO] - mean heading_reg_loss: 0.041444 [2020-11-14 00:57:32,436][root][INFO] - mean loss: 4.203205 [2020-11-14 00:57:32,436][root][INFO] - mean neg_ratio: 0.734613 [2020-11-14 00:57:32,436][root][INFO] - mean obj_acc: 0.948122 [2020-11-14 00:57:32,436][root][INFO] - mean objectness_loss: 0.041701 [2020-11-14 00:57:32,436][root][INFO] - mean pos_ratio: 0.143988 [2020-11-14 00:57:32,436][root][INFO] - mean sem_cls_loss: 0.185082 [2020-11-14 00:57:32,436][root][INFO] - mean size_cls_loss: 0.185398 [2020-11-14 00:57:32,436][root][INFO] - mean size_reg_loss: 0.021351 [2020-11-14 00:57:32,436][root][INFO] - mean vote_loss: 0.205502 [2020-11-14 00:58:24,881][root][INFO] - ---- batch: 060 ---- [2020-11-14 00:58:24,887][root][INFO] - mean box_loss: 0.195057 [2020-11-14 00:58:24,889][root][INFO] - mean center_loss: 0.037259 [2020-11-14 00:58:24,889][root][INFO] - mean heading_cls_loss: 0.702427 [2020-11-14 00:58:24,889][root][INFO] - mean heading_reg_loss: 0.045028 [2020-11-14 00:58:24,889][root][INFO] - mean loss: 4.617049 [2020-11-14 00:58:24,889][root][INFO] - mean neg_ratio: 0.726208 [2020-11-14 00:58:24,889][root][INFO] - mean obj_acc: 0.950836 [2020-11-14 00:58:24,889][root][INFO] - mean objectness_loss: 0.042187 [2020-11-14 00:58:24,889][root][INFO] - mean pos_ratio: 0.146667 [2020-11-14 00:58:24,889][root][INFO] - mean sem_cls_loss: 0.197906 [2020-11-14 00:58:24,889][root][INFO] - mean size_cls_loss: 0.198158 [2020-11-14 00:58:24,889][root][INFO] - mean size_reg_loss: 0.022711 [2020-11-14 00:58:24,889][root][INFO] - mean vote_loss: 0.225764 [2020-11-14 00:59:13,873][root][INFO] - ---- batch: 070 ---- [2020-11-14 00:59:13,879][root][INFO] - mean box_loss: 0.174669 [2020-11-14 00:59:13,879][root][INFO] - mean center_loss: 0.032956 [2020-11-14 00:59:13,879][root][INFO] - mean heading_cls_loss: 0.633840 [2020-11-14 00:59:13,880][root][INFO] - mean heading_reg_loss: 0.038122 [2020-11-14 00:59:13,880][root][INFO] - mean loss: 4.265999 [2020-11-14 00:59:13,880][root][INFO] - mean neg_ratio: 0.721570 [2020-11-14 00:59:13,880][root][INFO] - mean obj_acc: 0.946262 [2020-11-14 00:59:13,880][root][INFO] - mean objectness_loss: 0.046375 [2020-11-14 00:59:13,880][root][INFO] - mean pos_ratio: 0.150751 [2020-11-14 00:59:13,880][root][INFO] - mean sem_cls_loss: 0.193773 [2020-11-14 00:59:13,880][root][INFO] - mean size_cls_loss: 0.193523 [2020-11-14 00:59:13,880][root][INFO] - mean size_reg_loss: 0.020855 [2020-11-14 00:59:13,880][root][INFO] - mean vote_loss: 0.209366 [2020-11-14 01:00:03,206][root][INFO] - ---- batch: 080 ---- [2020-11-14 01:00:03,214][root][INFO] - mean box_loss: 0.173409 [2020-11-14 01:00:03,215][root][INFO] - mean center_loss: 0.032353 [2020-11-14 01:00:03,215][root][INFO] - mean heading_cls_loss: 0.626684 [2020-11-14 01:00:03,215][root][INFO] - mean heading_reg_loss: 0.036705 [2020-11-14 01:00:03,215][root][INFO] - mean loss: 4.349591 [2020-11-14 01:00:03,216][root][INFO] - mean neg_ratio: 0.731866 [2020-11-14 01:00:03,216][root][INFO] - mean obj_acc: 0.945335 [2020-11-14 01:00:03,216][root][INFO] - mean objectness_loss: 0.042519 [2020-11-14 01:00:03,216][root][INFO] - mean pos_ratio: 0.142499 [2020-11-14 01:00:03,216][root][INFO] - mean sem_cls_loss: 0.192782 [2020-11-14 01:00:03,216][root][INFO] - mean size_cls_loss: 0.192431 [2020-11-14 01:00:03,216][root][INFO] - mean size_reg_loss: 0.022439 [2020-11-14 01:00:03,216][root][INFO] - mean vote_loss: 0.221013 [2020-11-14 01:00:15,783][root][INFO] - Eval batch: 0 [2020-11-14 01:00:17,633][root][INFO] - Eval batch: 10 [2020-11-14 01:00:19,531][root][INFO] - Eval batch: 20 [2020-11-14 01:00:21,332][root][INFO] - Eval batch: 30 [2020-11-14 01:00:23,240][root][INFO] - Eval batch: 40 [2020-11-14 01:00:25,072][root][INFO] - Eval batch: 50 [2020-11-14 01:00:26,901][root][INFO] - Eval batch: 60 [2020-11-14 01:00:28,646][root][INFO] - Eval batch: 70 [2020-11-14 01:00:30,364][root][INFO] - 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Eval batch: 4580 [2020-11-14 01:14:16,825][root][INFO] - Eval batch: 4590 [2020-11-14 01:14:18,719][root][INFO] - Eval batch: 4600 [2020-11-14 01:14:20,591][root][INFO] - Eval batch: 4610 [2020-11-14 01:14:22,403][root][INFO] - Eval batch: 4620 [2020-11-14 01:14:24,238][root][INFO] - Eval batch: 4630 [2020-11-14 01:14:26,058][root][INFO] - Eval batch: 4640 [2020-11-14 01:14:27,872][root][INFO] - Eval batch: 4650 [2020-11-14 01:14:29,751][root][INFO] - Eval batch: 4660 [2020-11-14 01:14:31,542][root][INFO] - Eval batch: 4670 [2020-11-14 01:14:33,442][root][INFO] - Eval batch: 4680 [2020-11-14 01:14:35,249][root][INFO] - Eval batch: 4690 [2020-11-14 01:14:37,126][root][INFO] - Eval batch: 4700 [2020-11-14 01:14:38,970][root][INFO] - Eval batch: 4710 [2020-11-14 01:14:40,811][root][INFO] - Eval batch: 4720 [2020-11-14 01:14:42,635][root][INFO] - Eval batch: 4730 [2020-11-14 01:14:44,456][root][INFO] - Eval batch: 4740 [2020-11-14 01:14:46,257][root][INFO] - Eval batch: 4750 [2020-11-14 01:14:48,037][root][INFO] - Eval batch: 4760 [2020-11-14 01:14:49,867][root][INFO] - Eval batch: 4770 [2020-11-14 01:14:51,705][root][INFO] - Eval batch: 4780 [2020-11-14 01:14:53,560][root][INFO] - Eval batch: 4790 [2020-11-14 01:14:55,294][root][INFO] - Eval batch: 4800 [2020-11-14 01:14:57,108][root][INFO] - Eval batch: 4810 [2020-11-14 01:14:58,928][root][INFO] - Eval batch: 4820 [2020-11-14 01:15:00,788][root][INFO] - Eval batch: 4830 [2020-11-14 01:15:02,615][root][INFO] - Eval batch: 4840 [2020-11-14 01:15:04,429][root][INFO] - Eval batch: 4850 [2020-11-14 01:15:06,281][root][INFO] - Eval batch: 4860 [2020-11-14 01:15:08,161][root][INFO] - Eval batch: 4870 [2020-11-14 01:15:09,986][root][INFO] - Eval batch: 4880 [2020-11-14 01:15:11,900][root][INFO] - Eval batch: 4890 [2020-11-14 01:15:13,732][root][INFO] - Eval batch: 4900 [2020-11-14 01:15:15,578][root][INFO] - Eval batch: 4910 [2020-11-14 01:15:17,457][root][INFO] - Eval batch: 4920 [2020-11-14 01:15:19,278][root][INFO] - Eval batch: 4930 [2020-11-14 01:15:21,103][root][INFO] - Eval batch: 4940 [2020-11-14 01:15:22,932][root][INFO] - Eval batch: 4950 [2020-11-14 01:15:24,789][root][INFO] - Eval batch: 4960 [2020-11-14 01:15:26,633][root][INFO] - Eval batch: 4970 [2020-11-14 01:15:28,448][root][INFO] - Eval batch: 4980 [2020-11-14 01:15:30,373][root][INFO] - Eval batch: 4990 [2020-11-14 01:15:32,210][root][INFO] - Eval batch: 5000 [2020-11-14 01:15:34,051][root][INFO] - Eval batch: 5010 [2020-11-14 01:15:35,884][root][INFO] - Eval batch: 5020 [2020-11-14 01:15:37,787][root][INFO] - Eval batch: 5030 [2020-11-14 01:15:39,652][root][INFO] - Eval batch: 5040 [2020-11-14 01:15:41,526][root][INFO] - eval mean box_loss: 0.222942 [2020-11-14 01:15:41,527][root][INFO] - eval mean center_loss: 0.040650 [2020-11-14 01:15:41,527][root][INFO] - eval mean heading_cls_loss: 0.724415 [2020-11-14 01:15:41,528][root][INFO] - eval mean heading_reg_loss: 0.039476 [2020-11-14 01:15:41,528][root][INFO] - eval mean loss: 5.442107 [2020-11-14 01:15:41,529][root][INFO] - eval mean neg_ratio: 0.699702 [2020-11-14 01:15:41,529][root][INFO] - eval mean obj_acc: 0.922793 [2020-11-14 01:15:41,529][root][INFO] - eval mean objectness_loss: 0.085650 [2020-11-14 01:15:41,530][root][INFO] - eval mean pos_ratio: 0.158034 [2020-11-14 01:15:41,530][root][INFO] - eval mean sem_cls_loss: 0.468468 [2020-11-14 01:15:41,530][root][INFO] - eval mean size_cls_loss: 0.467803 [2020-11-14 01:15:41,531][root][INFO] - eval mean size_reg_loss: 0.023594 [2020-11-14 01:15:41,531][root][INFO] - eval mean vote_loss: 0.231597 [2020-11-14 01:16:35,113][root][INFO] - eval bed Average Precision: 0.499947 [2020-11-14 01:16:35,113][root][INFO] - eval table Average Precision: 0.191576 [2020-11-14 01:16:35,114][root][INFO] - eval sofa Average Precision: 0.535178 [2020-11-14 01:16:35,114][root][INFO] - eval chair Average Precision: 0.532591 [2020-11-14 01:16:35,114][root][INFO] - eval toilet Average Precision: 0.616191 [2020-11-14 01:16:35,114][root][INFO] - eval desk Average Precision: 0.060197 [2020-11-14 01:16:35,114][root][INFO] - eval dresser Average Precision: 0.153187 [2020-11-14 01:16:35,114][root][INFO] - eval night_stand Average Precision: 0.402117 [2020-11-14 01:16:35,114][root][INFO] - eval bookshelf Average Precision: 0.061837 [2020-11-14 01:16:35,114][root][INFO] - eval bathtub Average Precision: 0.382176 [2020-11-14 01:16:35,114][root][INFO] - eval mAP: 0.343500 [2020-11-14 01:16:35,114][root][INFO] - eval bed Recall: 0.644567 [2020-11-14 01:16:35,114][root][INFO] - eval table Recall: 0.408589 [2020-11-14 01:16:35,114][root][INFO] - eval sofa Recall: 0.669797 [2020-11-14 01:16:35,114][root][INFO] - eval chair Recall: 0.648104 [2020-11-14 01:16:35,114][root][INFO] - eval toilet Recall: 0.715232 [2020-11-14 01:16:35,114][root][INFO] - eval desk Recall: 0.282833 [2020-11-14 01:16:35,115][root][INFO] - eval dresser Recall: 0.388889 [2020-11-14 01:16:35,115][root][INFO] - eval night_stand Recall: 0.610236 [2020-11-14 01:16:35,115][root][INFO] - eval bookshelf Recall: 0.207358 [2020-11-14 01:16:35,115][root][INFO] - eval bathtub Recall: 0.500000 [2020-11-14 01:16:35,115][root][INFO] - eval AR: 0.507561 [2020-11-14 01:16:35,115][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 01:16:36,420][root][INFO] - **** EPOCH 135 **** [2020-11-14 01:16:36,422][root][INFO] - Current learning rate: 0.000010 [2020-11-14 01:16:36,422][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 01:16:36,422][root][INFO] - 2020-11-14 01:16:36.422265 [2020-11-14 01:17:33,997][root][INFO] - ---- batch: 010 ---- [2020-11-14 01:17:34,003][root][INFO] - mean box_loss: 0.184875 [2020-11-14 01:17:34,003][root][INFO] - mean center_loss: 0.035534 [2020-11-14 01:17:34,003][root][INFO] - mean heading_cls_loss: 0.669458 [2020-11-14 01:17:34,003][root][INFO] - mean heading_reg_loss: 0.043361 [2020-11-14 01:17:34,003][root][INFO] - mean loss: 4.326353 [2020-11-14 01:17:34,003][root][INFO] - mean neg_ratio: 0.741467 [2020-11-14 01:17:34,003][root][INFO] - mean obj_acc: 0.948747 [2020-11-14 01:17:34,003][root][INFO] - mean objectness_loss: 0.041475 [2020-11-14 01:17:34,003][root][INFO] - mean pos_ratio: 0.136725 [2020-11-14 01:17:34,003][root][INFO] - mean sem_cls_loss: 0.178578 [2020-11-14 01:17:34,003][root][INFO] - mean size_cls_loss: 0.178689 [2020-11-14 01:17:34,003][root][INFO] - mean size_reg_loss: 0.021165 [2020-11-14 01:17:34,003][root][INFO] - mean vote_loss: 0.209164 [2020-11-14 01:18:24,260][root][INFO] - ---- batch: 020 ---- [2020-11-14 01:18:24,265][root][INFO] - mean box_loss: 0.179652 [2020-11-14 01:18:24,265][root][INFO] - mean center_loss: 0.032562 [2020-11-14 01:18:24,265][root][INFO] - mean heading_cls_loss: 0.696229 [2020-11-14 01:18:24,265][root][INFO] - mean heading_reg_loss: 0.039003 [2020-11-14 01:18:24,265][root][INFO] - mean loss: 4.223614 [2020-11-14 01:18:24,265][root][INFO] - mean neg_ratio: 0.723743 [2020-11-14 01:18:24,265][root][INFO] - mean obj_acc: 0.948497 [2020-11-14 01:18:24,265][root][INFO] - mean objectness_loss: 0.042072 [2020-11-14 01:18:24,265][root][INFO] - mean pos_ratio: 0.149060 [2020-11-14 01:18:24,265][root][INFO] - mean sem_cls_loss: 0.173947 [2020-11-14 01:18:24,265][root][INFO] - mean size_cls_loss: 0.174731 [2020-11-14 01:18:24,265][root][INFO] - mean size_reg_loss: 0.020992 [2020-11-14 01:18:24,265][root][INFO] - mean vote_loss: 0.204279 [2020-11-14 01:19:15,223][root][INFO] - ---- batch: 030 ---- [2020-11-14 01:19:15,227][root][INFO] - mean box_loss: 0.169672 [2020-11-14 01:19:15,227][root][INFO] - mean center_loss: 0.031156 [2020-11-14 01:19:15,227][root][INFO] - mean heading_cls_loss: 0.628214 [2020-11-14 01:19:15,227][root][INFO] - mean heading_reg_loss: 0.037856 [2020-11-14 01:19:15,227][root][INFO] - mean loss: 4.160271 [2020-11-14 01:19:15,227][root][INFO] - mean neg_ratio: 0.720172 [2020-11-14 01:19:15,228][root][INFO] - mean obj_acc: 0.948300 [2020-11-14 01:19:15,228][root][INFO] - mean objectness_loss: 0.044307 [2020-11-14 01:19:15,228][root][INFO] - mean pos_ratio: 0.151196 [2020-11-14 01:19:15,228][root][INFO] - mean sem_cls_loss: 0.179919 [2020-11-14 01:19:15,228][root][INFO] - mean size_cls_loss: 0.179975 [2020-11-14 01:19:15,228][root][INFO] - mean size_reg_loss: 0.019841 [2020-11-14 01:19:15,228][root][INFO] - mean vote_loss: 0.206209 [2020-11-14 01:20:05,844][root][INFO] - ---- batch: 040 ---- [2020-11-14 01:20:05,849][root][INFO] - mean box_loss: 0.178550 [2020-11-14 01:20:05,849][root][INFO] - mean center_loss: 0.030966 [2020-11-14 01:20:05,849][root][INFO] - mean heading_cls_loss: 0.659727 [2020-11-14 01:20:05,849][root][INFO] - mean heading_reg_loss: 0.042927 [2020-11-14 01:20:05,849][root][INFO] - mean loss: 4.193391 [2020-11-14 01:20:05,849][root][INFO] - mean neg_ratio: 0.724792 [2020-11-14 01:20:05,849][root][INFO] - mean obj_acc: 0.949801 [2020-11-14 01:20:05,850][root][INFO] - mean objectness_loss: 0.045545 [2020-11-14 01:20:05,850][root][INFO] - mean pos_ratio: 0.151624 [2020-11-14 01:20:05,850][root][INFO] - mean sem_cls_loss: 0.182845 [2020-11-14 01:20:05,850][root][INFO] - mean size_cls_loss: 0.182616 [2020-11-14 01:20:05,850][root][INFO] - mean size_reg_loss: 0.020422 [2020-11-14 01:20:05,850][root][INFO] - mean vote_loss: 0.199733 [2020-11-14 01:20:56,201][root][INFO] - ---- batch: 050 ---- [2020-11-14 01:20:56,205][root][INFO] - mean box_loss: 0.177069 [2020-11-14 01:20:56,206][root][INFO] - mean center_loss: 0.030595 [2020-11-14 01:20:56,207][root][INFO] - mean heading_cls_loss: 0.618888 [2020-11-14 01:20:56,208][root][INFO] - mean heading_reg_loss: 0.045971 [2020-11-14 01:20:56,208][root][INFO] - mean loss: 4.161212 [2020-11-14 01:20:56,208][root][INFO] - mean neg_ratio: 0.717767 [2020-11-14 01:20:56,208][root][INFO] - mean obj_acc: 0.944766 [2020-11-14 01:20:56,208][root][INFO] - mean objectness_loss: 0.046598 [2020-11-14 01:20:56,208][root][INFO] - mean pos_ratio: 0.159320 [2020-11-14 01:20:56,208][root][INFO] - mean sem_cls_loss: 0.194790 [2020-11-14 01:20:56,208][root][INFO] - mean size_cls_loss: 0.195198 [2020-11-14 01:20:56,208][root][INFO] - mean size_reg_loss: 0.019095 [2020-11-14 01:20:56,208][root][INFO] - mean vote_loss: 0.196274 [2020-11-14 01:21:47,473][root][INFO] - ---- batch: 060 ---- [2020-11-14 01:21:47,478][root][INFO] - mean box_loss: 0.174936 [2020-11-14 01:21:47,479][root][INFO] - mean center_loss: 0.031369 [2020-11-14 01:21:47,479][root][INFO] - mean heading_cls_loss: 0.667928 [2020-11-14 01:21:47,479][root][INFO] - mean heading_reg_loss: 0.039671 [2020-11-14 01:21:47,479][root][INFO] - mean loss: 4.283787 [2020-11-14 01:21:47,479][root][INFO] - mean neg_ratio: 0.720209 [2020-11-14 01:21:47,479][root][INFO] - mean obj_acc: 0.947576 [2020-11-14 01:21:47,479][root][INFO] - mean objectness_loss: 0.045020 [2020-11-14 01:21:47,479][root][INFO] - mean pos_ratio: 0.152631 [2020-11-14 01:21:47,479][root][INFO] - mean sem_cls_loss: 0.161431 [2020-11-14 01:21:47,479][root][INFO] - mean size_cls_loss: 0.161509 [2020-11-14 01:21:47,479][root][INFO] - mean size_reg_loss: 0.020952 [2020-11-14 01:21:47,479][root][INFO] - mean vote_loss: 0.214790 [2020-11-14 01:22:36,535][root][INFO] - ---- batch: 070 ---- [2020-11-14 01:22:36,541][root][INFO] - mean box_loss: 0.172202 [2020-11-14 01:22:36,541][root][INFO] - mean center_loss: 0.032447 [2020-11-14 01:22:36,541][root][INFO] - mean heading_cls_loss: 0.591101 [2020-11-14 01:22:36,541][root][INFO] - mean heading_reg_loss: 0.040746 [2020-11-14 01:22:36,541][root][INFO] - mean loss: 4.308459 [2020-11-14 01:22:36,542][root][INFO] - mean neg_ratio: 0.728381 [2020-11-14 01:22:36,542][root][INFO] - mean obj_acc: 0.954201 [2020-11-14 01:22:36,542][root][INFO] - mean objectness_loss: 0.042501 [2020-11-14 01:22:36,542][root][INFO] - mean pos_ratio: 0.147107 [2020-11-14 01:22:36,542][root][INFO] - mean sem_cls_loss: 0.182549 [2020-11-14 01:22:36,542][root][INFO] - mean size_cls_loss: 0.182563 [2020-11-14 01:22:36,542][root][INFO] - mean size_reg_loss: 0.021643 [2020-11-14 01:22:36,542][root][INFO] - mean vote_loss: 0.219138 [2020-11-14 01:23:25,426][root][INFO] - ---- batch: 080 ---- [2020-11-14 01:23:25,433][root][INFO] - mean box_loss: 0.181474 [2020-11-14 01:23:25,433][root][INFO] - mean center_loss: 0.036629 [2020-11-14 01:23:25,433][root][INFO] - mean heading_cls_loss: 0.645725 [2020-11-14 01:23:25,433][root][INFO] - mean heading_reg_loss: 0.042641 [2020-11-14 01:23:25,433][root][INFO] - mean loss: 4.215147 [2020-11-14 01:23:25,434][root][INFO] - mean neg_ratio: 0.725238 [2020-11-14 01:23:25,434][root][INFO] - mean obj_acc: 0.949097 [2020-11-14 01:23:25,434][root][INFO] - mean objectness_loss: 0.042578 [2020-11-14 01:23:25,434][root][INFO] - mean pos_ratio: 0.147321 [2020-11-14 01:23:25,434][root][INFO] - mean sem_cls_loss: 0.156813 [2020-11-14 01:23:25,434][root][INFO] - mean size_cls_loss: 0.156675 [2020-11-14 01:23:25,434][root][INFO] - mean size_reg_loss: 0.021964 [2020-11-14 01:23:25,434][root][INFO] - mean vote_loss: 0.203071 [2020-11-14 01:23:39,242][root][INFO] - **** EPOCH 136 **** [2020-11-14 01:23:39,243][root][INFO] - Current learning rate: 0.000010 [2020-11-14 01:23:39,244][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 01:23:39,244][root][INFO] - 2020-11-14 01:23:39.244194 [2020-11-14 01:24:35,876][root][INFO] - ---- batch: 010 ---- [2020-11-14 01:24:35,883][root][INFO] - mean box_loss: 0.178278 [2020-11-14 01:24:35,883][root][INFO] - mean center_loss: 0.031353 [2020-11-14 01:24:35,883][root][INFO] - mean heading_cls_loss: 0.653696 [2020-11-14 01:24:35,883][root][INFO] - mean heading_reg_loss: 0.041583 [2020-11-14 01:24:35,883][root][INFO] - mean loss: 4.191062 [2020-11-14 01:24:35,883][root][INFO] - mean neg_ratio: 0.709296 [2020-11-14 01:24:35,883][root][INFO] - mean obj_acc: 0.953479 [2020-11-14 01:24:35,883][root][INFO] - mean objectness_loss: 0.043623 [2020-11-14 01:24:35,883][root][INFO] - mean pos_ratio: 0.158466 [2020-11-14 01:24:35,883][root][INFO] - mean sem_cls_loss: 0.192873 [2020-11-14 01:24:35,883][root][INFO] - mean size_cls_loss: 0.192642 [2020-11-14 01:24:35,883][root][INFO] - mean size_reg_loss: 0.020708 [2020-11-14 01:24:35,883][root][INFO] - mean vote_loss: 0.199730 [2020-11-14 01:25:25,926][root][INFO] - ---- batch: 020 ---- [2020-11-14 01:25:25,931][root][INFO] - mean box_loss: 0.171348 [2020-11-14 01:25:25,931][root][INFO] - mean center_loss: 0.031810 [2020-11-14 01:25:25,931][root][INFO] - mean heading_cls_loss: 0.625341 [2020-11-14 01:25:25,931][root][INFO] - mean heading_reg_loss: 0.040846 [2020-11-14 01:25:25,931][root][INFO] - mean loss: 4.112178 [2020-11-14 01:25:25,931][root][INFO] - mean neg_ratio: 0.732648 [2020-11-14 01:25:25,931][root][INFO] - mean obj_acc: 0.947001 [2020-11-14 01:25:25,931][root][INFO] - mean objectness_loss: 0.043288 [2020-11-14 01:25:25,931][root][INFO] - mean pos_ratio: 0.148120 [2020-11-14 01:25:25,932][root][INFO] - mean sem_cls_loss: 0.161147 [2020-11-14 01:25:25,932][root][INFO] - mean size_cls_loss: 0.161704 [2020-11-14 01:25:25,932][root][INFO] - mean size_reg_loss: 0.019988 [2020-11-14 01:25:25,932][root][INFO] - mean vote_loss: 0.202111 [2020-11-14 01:26:17,613][root][INFO] - ---- batch: 030 ---- [2020-11-14 01:26:17,618][root][INFO] - mean box_loss: 0.180828 [2020-11-14 01:26:17,618][root][INFO] - mean center_loss: 0.032981 [2020-11-14 01:26:17,618][root][INFO] - mean heading_cls_loss: 0.679247 [2020-11-14 01:26:17,618][root][INFO] - mean heading_reg_loss: 0.043561 [2020-11-14 01:26:17,618][root][INFO] - mean loss: 4.242826 [2020-11-14 01:26:17,618][root][INFO] - mean neg_ratio: 0.722180 [2020-11-14 01:26:17,618][root][INFO] - mean obj_acc: 0.952434 [2020-11-14 01:26:17,618][root][INFO] - mean objectness_loss: 0.040283 [2020-11-14 01:26:17,618][root][INFO] - mean pos_ratio: 0.152393 [2020-11-14 01:26:17,618][root][INFO] - mean sem_cls_loss: 0.164442 [2020-11-14 01:26:17,618][root][INFO] - mean size_cls_loss: 0.164406 [2020-11-14 01:26:17,618][root][INFO] - mean size_reg_loss: 0.019920 [2020-11-14 01:26:17,618][root][INFO] - mean vote_loss: 0.206869 [2020-11-14 01:27:09,055][root][INFO] - ---- batch: 040 ---- [2020-11-14 01:27:09,060][root][INFO] - mean box_loss: 0.169541 [2020-11-14 01:27:09,060][root][INFO] - mean center_loss: 0.029635 [2020-11-14 01:27:09,060][root][INFO] - mean heading_cls_loss: 0.617283 [2020-11-14 01:27:09,060][root][INFO] - mean heading_reg_loss: 0.043220 [2020-11-14 01:27:09,060][root][INFO] - mean loss: 4.131979 [2020-11-14 01:27:09,060][root][INFO] - mean neg_ratio: 0.732159 [2020-11-14 01:27:09,060][root][INFO] - mean obj_acc: 0.950746 [2020-11-14 01:27:09,060][root][INFO] - mean objectness_loss: 0.041883 [2020-11-14 01:27:09,060][root][INFO] - mean pos_ratio: 0.141534 [2020-11-14 01:27:09,060][root][INFO] - mean sem_cls_loss: 0.159874 [2020-11-14 01:27:09,060][root][INFO] - mean size_cls_loss: 0.159930 [2020-11-14 01:27:09,060][root][INFO] - mean size_reg_loss: 0.018965 [2020-11-14 01:27:09,061][root][INFO] - mean vote_loss: 0.206727 [2020-11-14 01:28:00,162][root][INFO] - ---- batch: 050 ---- [2020-11-14 01:28:00,167][root][INFO] - mean box_loss: 0.171712 [2020-11-14 01:28:00,168][root][INFO] - mean center_loss: 0.035165 [2020-11-14 01:28:00,168][root][INFO] - mean heading_cls_loss: 0.610436 [2020-11-14 01:28:00,168][root][INFO] - mean heading_reg_loss: 0.040076 [2020-11-14 01:28:00,168][root][INFO] - mean loss: 4.129074 [2020-11-14 01:28:00,168][root][INFO] - mean neg_ratio: 0.728345 [2020-11-14 01:28:00,168][root][INFO] - mean obj_acc: 0.949510 [2020-11-14 01:28:00,168][root][INFO] - mean objectness_loss: 0.041347 [2020-11-14 01:28:00,168][root][INFO] - mean pos_ratio: 0.145691 [2020-11-14 01:28:00,168][root][INFO] - mean sem_cls_loss: 0.154106 [2020-11-14 01:28:00,168][root][INFO] - mean size_cls_loss: 0.154263 [2020-11-14 01:28:00,168][root][INFO] - mean size_reg_loss: 0.020002 [2020-11-14 01:28:00,168][root][INFO] - mean vote_loss: 0.205111 [2020-11-14 01:28:50,622][root][INFO] - ---- batch: 060 ---- [2020-11-14 01:28:50,628][root][INFO] - mean box_loss: 0.192053 [2020-11-14 01:28:50,628][root][INFO] - mean center_loss: 0.038470 [2020-11-14 01:28:50,628][root][INFO] - mean heading_cls_loss: 0.678387 [2020-11-14 01:28:50,628][root][INFO] - mean heading_reg_loss: 0.043721 [2020-11-14 01:28:50,628][root][INFO] - mean loss: 4.501532 [2020-11-14 01:28:50,628][root][INFO] - mean neg_ratio: 0.736432 [2020-11-14 01:28:50,628][root][INFO] - mean obj_acc: 0.949048 [2020-11-14 01:28:50,628][root][INFO] - mean objectness_loss: 0.040262 [2020-11-14 01:28:50,628][root][INFO] - mean pos_ratio: 0.143683 [2020-11-14 01:28:50,628][root][INFO] - mean sem_cls_loss: 0.194478 [2020-11-14 01:28:50,628][root][INFO] - mean size_cls_loss: 0.194973 [2020-11-14 01:28:50,628][root][INFO] - mean size_reg_loss: 0.022527 [2020-11-14 01:28:50,628][root][INFO] - mean vote_loss: 0.218521 [2020-11-14 01:29:40,303][root][INFO] - ---- batch: 070 ---- [2020-11-14 01:29:40,310][root][INFO] - mean box_loss: 0.181202 [2020-11-14 01:29:40,311][root][INFO] - mean center_loss: 0.036553 [2020-11-14 01:29:40,311][root][INFO] - mean heading_cls_loss: 0.636550 [2020-11-14 01:29:40,311][root][INFO] - mean heading_reg_loss: 0.043637 [2020-11-14 01:29:40,312][root][INFO] - mean loss: 4.261964 [2020-11-14 01:29:40,312][root][INFO] - mean neg_ratio: 0.725592 [2020-11-14 01:29:40,312][root][INFO] - mean obj_acc: 0.946432 [2020-11-14 01:29:40,312][root][INFO] - mean objectness_loss: 0.042474 [2020-11-14 01:29:40,312][root][INFO] - mean pos_ratio: 0.148767 [2020-11-14 01:29:40,312][root][INFO] - mean sem_cls_loss: 0.157132 [2020-11-14 01:29:40,312][root][INFO] - mean size_cls_loss: 0.157288 [2020-11-14 01:29:40,312][root][INFO] - mean size_reg_loss: 0.021629 [2020-11-14 01:29:40,312][root][INFO] - mean vote_loss: 0.208044 [2020-11-14 01:30:29,373][root][INFO] - ---- batch: 080 ---- [2020-11-14 01:30:29,379][root][INFO] - mean box_loss: 0.188103 [2020-11-14 01:30:29,380][root][INFO] - mean center_loss: 0.033025 [2020-11-14 01:30:29,380][root][INFO] - mean heading_cls_loss: 0.697894 [2020-11-14 01:30:29,380][root][INFO] - mean heading_reg_loss: 0.043318 [2020-11-14 01:30:29,380][root][INFO] - mean loss: 4.417932 [2020-11-14 01:30:29,380][root][INFO] - mean neg_ratio: 0.724341 [2020-11-14 01:30:29,380][root][INFO] - mean obj_acc: 0.947178 [2020-11-14 01:30:29,380][root][INFO] - mean objectness_loss: 0.045136 [2020-11-14 01:30:29,380][root][INFO] - mean pos_ratio: 0.152179 [2020-11-14 01:30:29,380][root][INFO] - mean sem_cls_loss: 0.189966 [2020-11-14 01:30:29,380][root][INFO] - mean size_cls_loss: 0.190368 [2020-11-14 01:30:29,381][root][INFO] - mean size_reg_loss: 0.022935 [2020-11-14 01:30:29,381][root][INFO] - mean vote_loss: 0.212125 [2020-11-14 01:30:43,104][root][INFO] - **** EPOCH 137 **** [2020-11-14 01:30:43,106][root][INFO] - Current learning rate: 0.000010 [2020-11-14 01:30:43,106][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 01:30:43,106][root][INFO] - 2020-11-14 01:30:43.106976 [2020-11-14 01:31:38,041][root][INFO] - ---- batch: 010 ---- [2020-11-14 01:31:38,046][root][INFO] - mean box_loss: 0.179577 [2020-11-14 01:31:38,047][root][INFO] - mean center_loss: 0.030463 [2020-11-14 01:31:38,047][root][INFO] - mean heading_cls_loss: 0.683225 [2020-11-14 01:31:38,047][root][INFO] - mean heading_reg_loss: 0.041585 [2020-11-14 01:31:38,047][root][INFO] - mean loss: 4.191344 [2020-11-14 01:31:38,047][root][INFO] - mean neg_ratio: 0.741431 [2020-11-14 01:31:38,047][root][INFO] - mean obj_acc: 0.942564 [2020-11-14 01:31:38,047][root][INFO] - mean objectness_loss: 0.044800 [2020-11-14 01:31:38,047][root][INFO] - mean pos_ratio: 0.137396 [2020-11-14 01:31:38,047][root][INFO] - mean sem_cls_loss: 0.184756 [2020-11-14 01:31:38,047][root][INFO] - mean size_cls_loss: 0.185022 [2020-11-14 01:31:38,047][root][INFO] - mean size_reg_loss: 0.020704 [2020-11-14 01:31:38,047][root][INFO] - mean vote_loss: 0.198682 [2020-11-14 01:32:28,869][root][INFO] - ---- batch: 020 ---- [2020-11-14 01:32:28,873][root][INFO] - mean box_loss: 0.184309 [2020-11-14 01:32:28,873][root][INFO] - mean center_loss: 0.029977 [2020-11-14 01:32:28,874][root][INFO] - mean heading_cls_loss: 0.662155 [2020-11-14 01:32:28,874][root][INFO] - mean heading_reg_loss: 0.048166 [2020-11-14 01:32:28,874][root][INFO] - mean loss: 4.262139 [2020-11-14 01:32:28,874][root][INFO] - mean neg_ratio: 0.730591 [2020-11-14 01:32:28,874][root][INFO] - mean obj_acc: 0.945612 [2020-11-14 01:32:28,874][root][INFO] - mean objectness_loss: 0.044158 [2020-11-14 01:32:28,874][root][INFO] - mean pos_ratio: 0.149457 [2020-11-14 01:32:28,874][root][INFO] - mean sem_cls_loss: 0.183069 [2020-11-14 01:32:28,874][root][INFO] - mean size_cls_loss: 0.183473 [2020-11-14 01:32:28,874][root][INFO] - mean size_reg_loss: 0.021602 [2020-11-14 01:32:28,874][root][INFO] - mean vote_loss: 0.201519 [2020-11-14 01:33:19,813][root][INFO] - ---- batch: 030 ---- [2020-11-14 01:33:19,817][root][INFO] - mean box_loss: 0.172998 [2020-11-14 01:33:19,818][root][INFO] - mean center_loss: 0.031228 [2020-11-14 01:33:19,818][root][INFO] - mean heading_cls_loss: 0.622887 [2020-11-14 01:33:19,818][root][INFO] - mean heading_reg_loss: 0.039115 [2020-11-14 01:33:19,818][root][INFO] - mean loss: 4.224912 [2020-11-14 01:33:19,818][root][INFO] - mean neg_ratio: 0.730475 [2020-11-14 01:33:19,818][root][INFO] - mean obj_acc: 0.954512 [2020-11-14 01:33:19,818][root][INFO] - mean objectness_loss: 0.038446 [2020-11-14 01:33:19,818][root][INFO] - mean pos_ratio: 0.151154 [2020-11-14 01:33:19,818][root][INFO] - mean sem_cls_loss: 0.199329 [2020-11-14 01:33:19,818][root][INFO] - mean size_cls_loss: 0.199087 [2020-11-14 01:33:19,818][root][INFO] - mean size_reg_loss: 0.020457 [2020-11-14 01:33:19,818][root][INFO] - mean vote_loss: 0.210337 [2020-11-14 01:34:09,620][root][INFO] - ---- batch: 040 ---- [2020-11-14 01:34:09,625][root][INFO] - mean box_loss: 0.170910 [2020-11-14 01:34:09,625][root][INFO] - mean center_loss: 0.034183 [2020-11-14 01:34:09,625][root][INFO] - mean heading_cls_loss: 0.620577 [2020-11-14 01:34:09,625][root][INFO] - mean heading_reg_loss: 0.036722 [2020-11-14 01:34:09,625][root][INFO] - mean loss: 4.099959 [2020-11-14 01:34:09,625][root][INFO] - mean neg_ratio: 0.704376 [2020-11-14 01:34:09,625][root][INFO] - mean obj_acc: 0.951992 [2020-11-14 01:34:09,625][root][INFO] - mean objectness_loss: 0.046347 [2020-11-14 01:34:09,625][root][INFO] - mean pos_ratio: 0.166223 [2020-11-14 01:34:09,625][root][INFO] - mean sem_cls_loss: 0.162931 [2020-11-14 01:34:09,625][root][INFO] - mean size_cls_loss: 0.162981 [2020-11-14 01:34:09,625][root][INFO] - mean size_reg_loss: 0.021649 [2020-11-14 01:34:09,625][root][INFO] - mean vote_loss: 0.199620 [2020-11-14 01:35:00,226][root][INFO] - ---- batch: 050 ---- [2020-11-14 01:35:00,230][root][INFO] - mean box_loss: 0.174051 [2020-11-14 01:35:00,231][root][INFO] - mean center_loss: 0.030452 [2020-11-14 01:35:00,232][root][INFO] - mean heading_cls_loss: 0.673036 [2020-11-14 01:35:00,232][root][INFO] - mean heading_reg_loss: 0.037920 [2020-11-14 01:35:00,232][root][INFO] - mean loss: 4.167936 [2020-11-14 01:35:00,232][root][INFO] - mean neg_ratio: 0.728748 [2020-11-14 01:35:00,232][root][INFO] - mean obj_acc: 0.946496 [2020-11-14 01:35:00,232][root][INFO] - mean objectness_loss: 0.045146 [2020-11-14 01:35:00,232][root][INFO] - mean pos_ratio: 0.146057 [2020-11-14 01:35:00,232][root][INFO] - mean sem_cls_loss: 0.159368 [2020-11-14 01:35:00,232][root][INFO] - mean size_cls_loss: 0.159834 [2020-11-14 01:35:00,232][root][INFO] - mean size_reg_loss: 0.022391 [2020-11-14 01:35:00,232][root][INFO] - mean vote_loss: 0.204233 [2020-11-14 01:35:51,622][root][INFO] - ---- batch: 060 ---- [2020-11-14 01:35:51,627][root][INFO] - mean box_loss: 0.184162 [2020-11-14 01:35:51,628][root][INFO] - mean center_loss: 0.033908 [2020-11-14 01:35:51,628][root][INFO] - mean heading_cls_loss: 0.690236 [2020-11-14 01:35:51,628][root][INFO] - mean heading_reg_loss: 0.046118 [2020-11-14 01:35:51,628][root][INFO] - mean loss: 4.253434 [2020-11-14 01:35:51,628][root][INFO] - mean neg_ratio: 0.735669 [2020-11-14 01:35:51,628][root][INFO] - mean obj_acc: 0.947529 [2020-11-14 01:35:51,628][root][INFO] - mean objectness_loss: 0.041430 [2020-11-14 01:35:51,628][root][INFO] - mean pos_ratio: 0.144397 [2020-11-14 01:35:51,628][root][INFO] - mean sem_cls_loss: 0.160660 [2020-11-14 01:35:51,628][root][INFO] - mean size_cls_loss: 0.161096 [2020-11-14 01:35:51,628][root][INFO] - mean size_reg_loss: 0.019002 [2020-11-14 01:35:51,628][root][INFO] - mean vote_loss: 0.204401 [2020-11-14 01:36:41,133][root][INFO] - ---- batch: 070 ---- [2020-11-14 01:36:41,139][root][INFO] - mean box_loss: 0.171725 [2020-11-14 01:36:41,139][root][INFO] - mean center_loss: 0.030385 [2020-11-14 01:36:41,139][root][INFO] - mean heading_cls_loss: 0.668478 [2020-11-14 01:36:41,139][root][INFO] - mean heading_reg_loss: 0.037989 [2020-11-14 01:36:41,140][root][INFO] - mean loss: 4.262503 [2020-11-14 01:36:41,140][root][INFO] - mean neg_ratio: 0.714648 [2020-11-14 01:36:41,140][root][INFO] - mean obj_acc: 0.951747 [2020-11-14 01:36:41,140][root][INFO] - mean objectness_loss: 0.043710 [2020-11-14 01:36:41,140][root][INFO] - mean pos_ratio: 0.157550 [2020-11-14 01:36:41,140][root][INFO] - mean sem_cls_loss: 0.161217 [2020-11-14 01:36:41,140][root][INFO] - mean size_cls_loss: 0.161211 [2020-11-14 01:36:41,140][root][INFO] - mean size_reg_loss: 0.020383 [2020-11-14 01:36:41,140][root][INFO] - mean vote_loss: 0.216548 [2020-11-14 01:37:31,390][root][INFO] - ---- batch: 080 ---- [2020-11-14 01:37:31,396][root][INFO] - mean box_loss: 0.185873 [2020-11-14 01:37:31,398][root][INFO] - mean center_loss: 0.038915 [2020-11-14 01:37:31,398][root][INFO] - mean heading_cls_loss: 0.663674 [2020-11-14 01:37:31,398][root][INFO] - mean heading_reg_loss: 0.041590 [2020-11-14 01:37:31,398][root][INFO] - mean loss: 4.389048 [2020-11-14 01:37:31,398][root][INFO] - mean neg_ratio: 0.720282 [2020-11-14 01:37:31,398][root][INFO] - mean obj_acc: 0.949390 [2020-11-14 01:37:31,398][root][INFO] - mean objectness_loss: 0.044099 [2020-11-14 01:37:31,398][root][INFO] - mean pos_ratio: 0.148016 [2020-11-14 01:37:31,399][root][INFO] - mean sem_cls_loss: 0.170078 [2020-11-14 01:37:31,399][root][INFO] - mean size_cls_loss: 0.169780 [2020-11-14 01:37:31,399][root][INFO] - mean size_reg_loss: 0.022023 [2020-11-14 01:37:31,399][root][INFO] - mean vote_loss: 0.213974 [2020-11-14 01:37:45,226][root][INFO] - **** EPOCH 138 **** [2020-11-14 01:37:45,228][root][INFO] - Current learning rate: 0.000010 [2020-11-14 01:37:45,228][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 01:37:45,228][root][INFO] - 2020-11-14 01:37:45.228674 [2020-11-14 01:38:42,434][root][INFO] - ---- batch: 010 ---- [2020-11-14 01:38:42,439][root][INFO] - mean box_loss: 0.175305 [2020-11-14 01:38:42,439][root][INFO] - mean center_loss: 0.030533 [2020-11-14 01:38:42,439][root][INFO] - mean heading_cls_loss: 0.622280 [2020-11-14 01:38:42,439][root][INFO] - mean heading_reg_loss: 0.046200 [2020-11-14 01:38:42,439][root][INFO] - mean loss: 4.242666 [2020-11-14 01:38:42,439][root][INFO] - mean neg_ratio: 0.747491 [2020-11-14 01:38:42,439][root][INFO] - mean obj_acc: 0.945636 [2020-11-14 01:38:42,439][root][INFO] - mean objectness_loss: 0.042651 [2020-11-14 01:38:42,440][root][INFO] - mean pos_ratio: 0.135156 [2020-11-14 01:38:42,440][root][INFO] - mean sem_cls_loss: 0.184007 [2020-11-14 01:38:42,440][root][INFO] - mean size_cls_loss: 0.184153 [2020-11-14 01:38:42,440][root][INFO] - mean size_reg_loss: 0.017929 [2020-11-14 01:38:42,440][root][INFO] - mean vote_loss: 0.209236 [2020-11-14 01:39:31,381][root][INFO] - ---- batch: 020 ---- [2020-11-14 01:39:31,386][root][INFO] - mean box_loss: 0.173048 [2020-11-14 01:39:31,386][root][INFO] - mean center_loss: 0.030347 [2020-11-14 01:39:31,387][root][INFO] - mean heading_cls_loss: 0.639368 [2020-11-14 01:39:31,387][root][INFO] - mean heading_reg_loss: 0.045208 [2020-11-14 01:39:31,387][root][INFO] - mean loss: 4.178768 [2020-11-14 01:39:31,387][root][INFO] - mean neg_ratio: 0.698364 [2020-11-14 01:39:31,387][root][INFO] - mean obj_acc: 0.950649 [2020-11-14 01:39:31,387][root][INFO] - mean objectness_loss: 0.048846 [2020-11-14 01:39:31,387][root][INFO] - mean pos_ratio: 0.168323 [2020-11-14 01:39:31,387][root][INFO] - mean sem_cls_loss: 0.154045 [2020-11-14 01:39:31,387][root][INFO] - mean size_cls_loss: 0.154114 [2020-11-14 01:39:31,387][root][INFO] - mean size_reg_loss: 0.018145 [2020-11-14 01:39:31,387][root][INFO] - mean vote_loss: 0.205001 [2020-11-14 01:40:22,526][root][INFO] - ---- batch: 030 ---- [2020-11-14 01:40:22,531][root][INFO] - mean box_loss: 0.176841 [2020-11-14 01:40:22,531][root][INFO] - mean center_loss: 0.032964 [2020-11-14 01:40:22,531][root][INFO] - mean heading_cls_loss: 0.646897 [2020-11-14 01:40:22,531][root][INFO] - mean heading_reg_loss: 0.042456 [2020-11-14 01:40:22,531][root][INFO] - mean loss: 4.137256 [2020-11-14 01:40:22,531][root][INFO] - mean neg_ratio: 0.735388 [2020-11-14 01:40:22,531][root][INFO] - mean obj_acc: 0.948224 [2020-11-14 01:40:22,531][root][INFO] - mean objectness_loss: 0.041920 [2020-11-14 01:40:22,531][root][INFO] - mean pos_ratio: 0.145471 [2020-11-14 01:40:22,531][root][INFO] - mean sem_cls_loss: 0.170098 [2020-11-14 01:40:22,531][root][INFO] - mean size_cls_loss: 0.170404 [2020-11-14 01:40:22,531][root][INFO] - mean size_reg_loss: 0.019691 [2020-11-14 01:40:22,531][root][INFO] - mean vote_loss: 0.198915 [2020-11-14 01:41:13,251][root][INFO] - ---- batch: 040 ---- [2020-11-14 01:41:13,256][root][INFO] - mean box_loss: 0.179931 [2020-11-14 01:41:13,256][root][INFO] - mean center_loss: 0.035973 [2020-11-14 01:41:13,256][root][INFO] - mean heading_cls_loss: 0.679661 [2020-11-14 01:41:13,256][root][INFO] - mean heading_reg_loss: 0.041922 [2020-11-14 01:41:13,256][root][INFO] - mean loss: 4.175602 [2020-11-14 01:41:13,256][root][INFO] - mean neg_ratio: 0.728674 [2020-11-14 01:41:13,256][root][INFO] - mean obj_acc: 0.954885 [2020-11-14 01:41:13,256][root][INFO] - mean objectness_loss: 0.039174 [2020-11-14 01:41:13,256][root][INFO] - mean pos_ratio: 0.146411 [2020-11-14 01:41:13,256][root][INFO] - mean sem_cls_loss: 0.147964 [2020-11-14 01:41:13,256][root][INFO] - mean size_cls_loss: 0.147889 [2020-11-14 01:41:13,257][root][INFO] - mean size_reg_loss: 0.019281 [2020-11-14 01:41:13,257][root][INFO] - mean vote_loss: 0.203246 [2020-11-14 01:42:05,150][root][INFO] - ---- batch: 050 ---- [2020-11-14 01:42:05,156][root][INFO] - mean box_loss: 0.177260 [2020-11-14 01:42:05,156][root][INFO] - mean center_loss: 0.034544 [2020-11-14 01:42:05,156][root][INFO] - mean heading_cls_loss: 0.603435 [2020-11-14 01:42:05,156][root][INFO] - mean heading_reg_loss: 0.044608 [2020-11-14 01:42:05,156][root][INFO] - mean loss: 4.149188 [2020-11-14 01:42:05,156][root][INFO] - mean neg_ratio: 0.722070 [2020-11-14 01:42:05,156][root][INFO] - mean obj_acc: 0.952733 [2020-11-14 01:42:05,156][root][INFO] - mean objectness_loss: 0.040706 [2020-11-14 01:42:05,156][root][INFO] - mean pos_ratio: 0.149243 [2020-11-14 01:42:05,156][root][INFO] - mean sem_cls_loss: 0.171303 [2020-11-14 01:42:05,156][root][INFO] - mean size_cls_loss: 0.172043 [2020-11-14 01:42:05,156][root][INFO] - mean size_reg_loss: 0.020560 [2020-11-14 01:42:05,156][root][INFO] - mean vote_loss: 0.200176 [2020-11-14 01:42:55,759][root][INFO] - ---- batch: 060 ---- [2020-11-14 01:42:55,764][root][INFO] - mean box_loss: 0.183193 [2020-11-14 01:42:55,764][root][INFO] - mean center_loss: 0.032209 [2020-11-14 01:42:55,765][root][INFO] - mean heading_cls_loss: 0.674955 [2020-11-14 01:42:55,765][root][INFO] - mean heading_reg_loss: 0.040516 [2020-11-14 01:42:55,765][root][INFO] - mean loss: 4.439527 [2020-11-14 01:42:55,765][root][INFO] - mean neg_ratio: 0.726367 [2020-11-14 01:42:55,765][root][INFO] - mean obj_acc: 0.945016 [2020-11-14 01:42:55,765][root][INFO] - mean objectness_loss: 0.044100 [2020-11-14 01:42:55,765][root][INFO] - mean pos_ratio: 0.144000 [2020-11-14 01:42:55,765][root][INFO] - mean sem_cls_loss: 0.191953 [2020-11-14 01:42:55,765][root][INFO] - mean size_cls_loss: 0.192034 [2020-11-14 01:42:55,765][root][INFO] - mean size_reg_loss: 0.023770 [2020-11-14 01:42:55,765][root][INFO] - mean vote_loss: 0.219515 [2020-11-14 01:43:46,449][root][INFO] - ---- batch: 070 ---- [2020-11-14 01:43:46,455][root][INFO] - mean box_loss: 0.173537 [2020-11-14 01:43:46,456][root][INFO] - mean center_loss: 0.028383 [2020-11-14 01:43:46,456][root][INFO] - mean heading_cls_loss: 0.609467 [2020-11-14 01:43:46,456][root][INFO] - mean heading_reg_loss: 0.040031 [2020-11-14 01:43:46,456][root][INFO] - mean loss: 4.270986 [2020-11-14 01:43:46,456][root][INFO] - mean neg_ratio: 0.729510 [2020-11-14 01:43:46,457][root][INFO] - mean obj_acc: 0.948742 [2020-11-14 01:43:46,457][root][INFO] - mean objectness_loss: 0.042047 [2020-11-14 01:43:46,457][root][INFO] - mean pos_ratio: 0.148236 [2020-11-14 01:43:46,457][root][INFO] - mean sem_cls_loss: 0.214184 [2020-11-14 01:43:46,457][root][INFO] - mean size_cls_loss: 0.214431 [2020-11-14 01:43:46,457][root][INFO] - mean size_reg_loss: 0.022734 [2020-11-14 01:43:46,457][root][INFO] - mean vote_loss: 0.211119 [2020-11-14 01:44:35,123][root][INFO] - ---- batch: 080 ---- [2020-11-14 01:44:35,130][root][INFO] - mean box_loss: 0.172426 [2020-11-14 01:44:35,130][root][INFO] - mean center_loss: 0.033546 [2020-11-14 01:44:35,130][root][INFO] - mean heading_cls_loss: 0.652849 [2020-11-14 01:44:35,130][root][INFO] - mean heading_reg_loss: 0.036934 [2020-11-14 01:44:35,131][root][INFO] - mean loss: 4.070659 [2020-11-14 01:44:35,131][root][INFO] - mean neg_ratio: 0.721448 [2020-11-14 01:44:35,131][root][INFO] - mean obj_acc: 0.952261 [2020-11-14 01:44:35,131][root][INFO] - mean objectness_loss: 0.040125 [2020-11-14 01:44:35,131][root][INFO] - mean pos_ratio: 0.155206 [2020-11-14 01:44:35,131][root][INFO] - mean sem_cls_loss: 0.144317 [2020-11-14 01:44:35,131][root][INFO] - mean size_cls_loss: 0.144645 [2020-11-14 01:44:35,131][root][INFO] - mean size_reg_loss: 0.022196 [2020-11-14 01:44:35,131][root][INFO] - mean vote_loss: 0.200146 [2020-11-14 01:44:48,459][root][INFO] - **** EPOCH 139 **** [2020-11-14 01:44:48,460][root][INFO] - Current learning rate: 0.000010 [2020-11-14 01:44:48,461][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 01:44:48,461][root][INFO] - 2020-11-14 01:44:48.461069 [2020-11-14 01:45:45,068][root][INFO] - ---- batch: 010 ---- [2020-11-14 01:45:45,073][root][INFO] - mean box_loss: 0.192479 [2020-11-14 01:45:45,073][root][INFO] - mean center_loss: 0.034578 [2020-11-14 01:45:45,073][root][INFO] - mean heading_cls_loss: 0.718973 [2020-11-14 01:45:45,073][root][INFO] - mean heading_reg_loss: 0.043984 [2020-11-14 01:45:45,073][root][INFO] - mean loss: 4.471991 [2020-11-14 01:45:45,073][root][INFO] - mean neg_ratio: 0.723755 [2020-11-14 01:45:45,073][root][INFO] - mean obj_acc: 0.945358 [2020-11-14 01:45:45,073][root][INFO] - mean objectness_loss: 0.046237 [2020-11-14 01:45:45,073][root][INFO] - mean pos_ratio: 0.149310 [2020-11-14 01:45:45,073][root][INFO] - mean sem_cls_loss: 0.183882 [2020-11-14 01:45:45,073][root][INFO] - mean size_cls_loss: 0.184101 [2020-11-14 01:45:45,073][root][INFO] - mean size_reg_loss: 0.023610 [2020-11-14 01:45:45,073][root][INFO] - mean vote_loss: 0.213214 [2020-11-14 01:46:36,451][root][INFO] - ---- batch: 020 ---- [2020-11-14 01:46:36,456][root][INFO] - mean box_loss: 0.187933 [2020-11-14 01:46:36,456][root][INFO] - mean center_loss: 0.029587 [2020-11-14 01:46:36,456][root][INFO] - mean heading_cls_loss: 0.721967 [2020-11-14 01:46:36,456][root][INFO] - mean heading_reg_loss: 0.046883 [2020-11-14 01:46:36,457][root][INFO] - mean loss: 4.264598 [2020-11-14 01:46:36,457][root][INFO] - mean neg_ratio: 0.718774 [2020-11-14 01:46:36,457][root][INFO] - mean obj_acc: 0.951775 [2020-11-14 01:46:36,457][root][INFO] - mean objectness_loss: 0.042779 [2020-11-14 01:46:36,457][root][INFO] - mean pos_ratio: 0.151404 [2020-11-14 01:46:36,457][root][INFO] - mean sem_cls_loss: 0.177782 [2020-11-14 01:46:36,457][root][INFO] - mean size_cls_loss: 0.177987 [2020-11-14 01:46:36,457][root][INFO] - mean size_reg_loss: 0.021468 [2020-11-14 01:46:36,457][root][INFO] - mean vote_loss: 0.199358 [2020-11-14 01:47:26,653][root][INFO] - ---- batch: 030 ---- [2020-11-14 01:47:26,658][root][INFO] - mean box_loss: 0.176770 [2020-11-14 01:47:26,658][root][INFO] - mean center_loss: 0.033303 [2020-11-14 01:47:26,658][root][INFO] - mean heading_cls_loss: 0.641365 [2020-11-14 01:47:26,658][root][INFO] - mean heading_reg_loss: 0.039519 [2020-11-14 01:47:26,658][root][INFO] - mean loss: 4.234914 [2020-11-14 01:47:26,658][root][INFO] - mean neg_ratio: 0.733856 [2020-11-14 01:47:26,658][root][INFO] - mean obj_acc: 0.947797 [2020-11-14 01:47:26,658][root][INFO] - mean objectness_loss: 0.041209 [2020-11-14 01:47:26,658][root][INFO] - mean pos_ratio: 0.147467 [2020-11-14 01:47:26,658][root][INFO] - mean sem_cls_loss: 0.180685 [2020-11-14 01:47:26,658][root][INFO] - mean size_cls_loss: 0.180635 [2020-11-14 01:47:26,658][root][INFO] - mean size_reg_loss: 0.021748 [2020-11-14 01:47:26,658][root][INFO] - mean vote_loss: 0.208048 [2020-11-14 01:48:16,932][root][INFO] - ---- batch: 040 ---- [2020-11-14 01:48:16,936][root][INFO] - mean box_loss: 0.176962 [2020-11-14 01:48:16,936][root][INFO] - mean center_loss: 0.032232 [2020-11-14 01:48:16,936][root][INFO] - mean heading_cls_loss: 0.640755 [2020-11-14 01:48:16,937][root][INFO] - mean heading_reg_loss: 0.043999 [2020-11-14 01:48:16,937][root][INFO] - mean loss: 4.143125 [2020-11-14 01:48:16,937][root][INFO] - mean neg_ratio: 0.741162 [2020-11-14 01:48:16,937][root][INFO] - mean obj_acc: 0.945165 [2020-11-14 01:48:16,937][root][INFO] - mean objectness_loss: 0.041528 [2020-11-14 01:48:16,937][root][INFO] - mean pos_ratio: 0.142187 [2020-11-14 01:48:16,937][root][INFO] - mean sem_cls_loss: 0.152840 [2020-11-14 01:48:16,937][root][INFO] - mean size_cls_loss: 0.152859 [2020-11-14 01:48:16,937][root][INFO] - mean size_reg_loss: 0.021369 [2020-11-14 01:48:16,937][root][INFO] - mean vote_loss: 0.201303 [2020-11-14 01:49:07,911][root][INFO] - ---- batch: 050 ---- [2020-11-14 01:49:07,916][root][INFO] - mean box_loss: 0.183698 [2020-11-14 01:49:07,917][root][INFO] - mean center_loss: 0.031590 [2020-11-14 01:49:07,917][root][INFO] - mean heading_cls_loss: 0.683930 [2020-11-14 01:49:07,917][root][INFO] - mean heading_reg_loss: 0.049294 [2020-11-14 01:49:07,917][root][INFO] - mean loss: 4.178543 [2020-11-14 01:49:07,917][root][INFO] - mean neg_ratio: 0.728583 [2020-11-14 01:49:07,918][root][INFO] - mean obj_acc: 0.951368 [2020-11-14 01:49:07,918][root][INFO] - mean objectness_loss: 0.041324 [2020-11-14 01:49:07,918][root][INFO] - mean pos_ratio: 0.150488 [2020-11-14 01:49:07,918][root][INFO] - mean sem_cls_loss: 0.168914 [2020-11-14 01:49:07,918][root][INFO] - mean size_cls_loss: 0.168904 [2020-11-14 01:49:07,918][root][INFO] - mean size_reg_loss: 0.017531 [2020-11-14 01:49:07,918][root][INFO] - mean vote_loss: 0.196603 [2020-11-14 01:49:59,286][root][INFO] - ---- batch: 060 ---- [2020-11-14 01:49:59,292][root][INFO] - mean box_loss: 0.177343 [2020-11-14 01:49:59,292][root][INFO] - mean center_loss: 0.035036 [2020-11-14 01:49:59,292][root][INFO] - mean heading_cls_loss: 0.644643 [2020-11-14 01:49:59,292][root][INFO] - mean heading_reg_loss: 0.041805 [2020-11-14 01:49:59,293][root][INFO] - mean loss: 4.106909 [2020-11-14 01:49:59,293][root][INFO] - mean neg_ratio: 0.735437 [2020-11-14 01:49:59,293][root][INFO] - mean obj_acc: 0.948142 [2020-11-14 01:49:59,293][root][INFO] - mean objectness_loss: 0.040482 [2020-11-14 01:49:59,293][root][INFO] - mean pos_ratio: 0.143848 [2020-11-14 01:49:59,293][root][INFO] - mean sem_cls_loss: 0.157120 [2020-11-14 01:49:59,293][root][INFO] - mean size_cls_loss: 0.157075 [2020-11-14 01:49:59,293][root][INFO] - mean size_reg_loss: 0.020330 [2020-11-14 01:49:59,293][root][INFO] - mean vote_loss: 0.197395 [2020-11-14 01:50:48,663][root][INFO] - ---- batch: 070 ---- [2020-11-14 01:50:48,669][root][INFO] - mean box_loss: 0.178741 [2020-11-14 01:50:48,670][root][INFO] - mean center_loss: 0.032574 [2020-11-14 01:50:48,670][root][INFO] - mean heading_cls_loss: 0.663795 [2020-11-14 01:50:48,670][root][INFO] - mean heading_reg_loss: 0.038428 [2020-11-14 01:50:48,670][root][INFO] - mean loss: 4.378163 [2020-11-14 01:50:48,670][root][INFO] - mean neg_ratio: 0.718719 [2020-11-14 01:50:48,670][root][INFO] - mean obj_acc: 0.950126 [2020-11-14 01:50:48,670][root][INFO] - mean objectness_loss: 0.045665 [2020-11-14 01:50:48,670][root][INFO] - mean pos_ratio: 0.155835 [2020-11-14 01:50:48,670][root][INFO] - mean sem_cls_loss: 0.202534 [2020-11-14 01:50:48,670][root][INFO] - mean size_cls_loss: 0.202327 [2020-11-14 01:50:48,670][root][INFO] - mean size_reg_loss: 0.021127 [2020-11-14 01:50:48,671][root][INFO] - mean vote_loss: 0.215990 [2020-11-14 01:51:36,879][root][INFO] - ---- batch: 080 ---- [2020-11-14 01:51:36,885][root][INFO] - mean box_loss: 0.165279 [2020-11-14 01:51:36,885][root][INFO] - mean center_loss: 0.031638 [2020-11-14 01:51:36,886][root][INFO] - mean heading_cls_loss: 0.599250 [2020-11-14 01:51:36,886][root][INFO] - mean heading_reg_loss: 0.040188 [2020-11-14 01:51:36,886][root][INFO] - mean loss: 4.140956 [2020-11-14 01:51:36,886][root][INFO] - mean neg_ratio: 0.705945 [2020-11-14 01:51:36,886][root][INFO] - mean obj_acc: 0.949694 [2020-11-14 01:51:36,886][root][INFO] - mean objectness_loss: 0.046739 [2020-11-14 01:51:36,886][root][INFO] - mean pos_ratio: 0.161786 [2020-11-14 01:51:36,886][root][INFO] - mean sem_cls_loss: 0.152912 [2020-11-14 01:51:36,886][root][INFO] - mean size_cls_loss: 0.153289 [2020-11-14 01:51:36,886][root][INFO] - mean size_reg_loss: 0.018198 [2020-11-14 01:51:36,886][root][INFO] - mean vote_loss: 0.210156 [2020-11-14 01:51:50,463][root][INFO] - Eval batch: 0 [2020-11-14 01:51:52,336][root][INFO] - Eval batch: 10 [2020-11-14 01:51:54,164][root][INFO] - Eval batch: 20 [2020-11-14 01:51:55,993][root][INFO] - Eval batch: 30 [2020-11-14 01:51:57,844][root][INFO] - Eval batch: 40 [2020-11-14 01:51:59,664][root][INFO] - Eval batch: 50 [2020-11-14 01:52:01,383][root][INFO] - Eval batch: 60 [2020-11-14 01:52:03,157][root][INFO] - Eval batch: 70 [2020-11-14 01:52:05,042][root][INFO] - Eval batch: 80 [2020-11-14 01:52:06,861][root][INFO] - Eval batch: 90 [2020-11-14 01:52:08,710][root][INFO] - Eval batch: 100 [2020-11-14 01:52:10,588][root][INFO] - Eval batch: 110 [2020-11-14 01:52:12,397][root][INFO] - Eval batch: 120 [2020-11-14 01:52:14,210][root][INFO] - Eval batch: 130 [2020-11-14 01:52:16,097][root][INFO] - Eval batch: 140 [2020-11-14 01:52:17,941][root][INFO] - Eval batch: 150 [2020-11-14 01:52:19,699][root][INFO] - Eval batch: 160 [2020-11-14 01:52:21,529][root][INFO] - Eval batch: 170 [2020-11-14 01:52:23,383][root][INFO] - Eval batch: 180 [2020-11-14 01:52:25,293][root][INFO] - Eval batch: 190 [2020-11-14 01:52:27,081][root][INFO] - Eval batch: 200 [2020-11-14 01:52:28,903][root][INFO] - Eval batch: 210 [2020-11-14 01:52:30,758][root][INFO] - Eval batch: 220 [2020-11-14 01:52:32,592][root][INFO] - Eval batch: 230 [2020-11-14 01:52:34,379][root][INFO] - Eval batch: 240 [2020-11-14 01:52:36,205][root][INFO] - Eval batch: 250 [2020-11-14 01:52:38,053][root][INFO] - Eval batch: 260 [2020-11-14 01:52:39,886][root][INFO] - Eval batch: 270 [2020-11-14 01:52:41,709][root][INFO] - Eval batch: 280 [2020-11-14 01:52:43,552][root][INFO] - Eval batch: 290 [2020-11-14 01:52:45,362][root][INFO] - Eval batch: 300 [2020-11-14 01:52:47,182][root][INFO] - Eval batch: 310 [2020-11-14 01:52:49,045][root][INFO] - Eval batch: 320 [2020-11-14 01:52:50,878][root][INFO] - Eval batch: 330 [2020-11-14 01:52:52,719][root][INFO] - Eval batch: 340 [2020-11-14 01:52:54,641][root][INFO] - Eval batch: 350 [2020-11-14 01:52:56,524][root][INFO] - Eval batch: 360 [2020-11-14 01:52:58,342][root][INFO] - Eval batch: 370 [2020-11-14 01:53:00,182][root][INFO] - Eval batch: 380 [2020-11-14 01:53:01,995][root][INFO] - Eval batch: 390 [2020-11-14 01:53:03,781][root][INFO] - Eval batch: 400 [2020-11-14 01:53:05,493][root][INFO] - Eval batch: 410 [2020-11-14 01:53:07,338][root][INFO] - Eval batch: 420 [2020-11-14 01:53:09,173][root][INFO] - Eval batch: 430 [2020-11-14 01:53:11,053][root][INFO] - 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Eval batch: 4940 [2020-11-14 02:06:56,962][root][INFO] - Eval batch: 4950 [2020-11-14 02:06:58,749][root][INFO] - Eval batch: 4960 [2020-11-14 02:07:00,610][root][INFO] - Eval batch: 4970 [2020-11-14 02:07:02,497][root][INFO] - Eval batch: 4980 [2020-11-14 02:07:04,384][root][INFO] - Eval batch: 4990 [2020-11-14 02:07:06,224][root][INFO] - Eval batch: 5000 [2020-11-14 02:07:08,030][root][INFO] - Eval batch: 5010 [2020-11-14 02:07:09,802][root][INFO] - Eval batch: 5020 [2020-11-14 02:07:11,696][root][INFO] - Eval batch: 5030 [2020-11-14 02:07:13,534][root][INFO] - Eval batch: 5040 [2020-11-14 02:07:15,347][root][INFO] - eval mean box_loss: 0.223185 [2020-11-14 02:07:15,347][root][INFO] - eval mean center_loss: 0.041849 [2020-11-14 02:07:15,348][root][INFO] - eval mean heading_cls_loss: 0.720985 [2020-11-14 02:07:15,348][root][INFO] - eval mean heading_reg_loss: 0.039128 [2020-11-14 02:07:15,348][root][INFO] - eval mean loss: 5.434374 [2020-11-14 02:07:15,349][root][INFO] - eval mean neg_ratio: 0.699646 [2020-11-14 02:07:15,349][root][INFO] - eval mean obj_acc: 0.922967 [2020-11-14 02:07:15,349][root][INFO] - eval mean objectness_loss: 0.085641 [2020-11-14 02:07:15,350][root][INFO] - eval mean pos_ratio: 0.158464 [2020-11-14 02:07:15,350][root][INFO] - eval mean sem_cls_loss: 0.461907 [2020-11-14 02:07:15,350][root][INFO] - eval mean size_cls_loss: 0.461316 [2020-11-14 02:07:15,351][root][INFO] - eval mean size_reg_loss: 0.023977 [2020-11-14 02:07:15,351][root][INFO] - eval mean vote_loss: 0.231241 [2020-11-14 02:08:08,775][root][INFO] - eval bed Average Precision: 0.517108 [2020-11-14 02:08:08,776][root][INFO] - eval table Average Precision: 0.193414 [2020-11-14 02:08:08,776][root][INFO] - eval sofa Average Precision: 0.510636 [2020-11-14 02:08:08,776][root][INFO] - eval chair Average Precision: 0.534281 [2020-11-14 02:08:08,777][root][INFO] - eval toilet Average Precision: 0.600914 [2020-11-14 02:08:08,777][root][INFO] - eval desk Average Precision: 0.070427 [2020-11-14 02:08:08,777][root][INFO] - eval dresser Average Precision: 0.154055 [2020-11-14 02:08:08,777][root][INFO] - eval night_stand Average Precision: 0.382502 [2020-11-14 02:08:08,777][root][INFO] - eval bookshelf Average Precision: 0.086072 [2020-11-14 02:08:08,777][root][INFO] - eval bathtub Average Precision: 0.462454 [2020-11-14 02:08:08,777][root][INFO] - eval mAP: 0.351186 [2020-11-14 02:08:08,777][root][INFO] - eval bed Recall: 0.653775 [2020-11-14 02:08:08,777][root][INFO] - eval table Recall: 0.407771 [2020-11-14 02:08:08,778][root][INFO] - eval sofa Recall: 0.663537 [2020-11-14 02:08:08,778][root][INFO] - eval chair Recall: 0.649872 [2020-11-14 02:08:08,778][root][INFO] - eval toilet Recall: 0.715232 [2020-11-14 02:08:08,778][root][INFO] - eval desk Recall: 0.304476 [2020-11-14 02:08:08,778][root][INFO] - eval dresser Recall: 0.421296 [2020-11-14 02:08:08,778][root][INFO] - eval night_stand Recall: 0.590551 [2020-11-14 02:08:08,778][root][INFO] - eval bookshelf Recall: 0.204013 [2020-11-14 02:08:08,778][root][INFO] - eval bathtub Recall: 0.596154 [2020-11-14 02:08:08,778][root][INFO] - eval AR: 0.520668 [2020-11-14 02:08:08,779][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 02:08:10,175][root][INFO] - **** EPOCH 140 **** [2020-11-14 02:08:10,176][root][INFO] - Current learning rate: 0.000010 [2020-11-14 02:08:10,176][root][INFO] - Current BN decay momentum: 0.007812 [2020-11-14 02:08:10,176][root][INFO] - 2020-11-14 02:08:10.176717 [2020-11-14 02:09:04,739][root][INFO] - ---- batch: 010 ---- [2020-11-14 02:09:04,744][root][INFO] - mean box_loss: 0.178084 [2020-11-14 02:09:04,744][root][INFO] - mean center_loss: 0.032008 [2020-11-14 02:09:04,744][root][INFO] - mean heading_cls_loss: 0.707407 [2020-11-14 02:09:04,744][root][INFO] - mean heading_reg_loss: 0.041271 [2020-11-14 02:09:04,744][root][INFO] - mean loss: 4.073470 [2020-11-14 02:09:04,744][root][INFO] - mean neg_ratio: 0.720728 [2020-11-14 02:09:04,744][root][INFO] - mean obj_acc: 0.952370 [2020-11-14 02:09:04,744][root][INFO] - mean objectness_loss: 0.041770 [2020-11-14 02:09:04,744][root][INFO] - mean pos_ratio: 0.153619 [2020-11-14 02:09:04,744][root][INFO] - mean sem_cls_loss: 0.149176 [2020-11-14 02:09:04,744][root][INFO] - mean size_cls_loss: 0.149229 [2020-11-14 02:09:04,744][root][INFO] - mean size_reg_loss: 0.019141 [2020-11-14 02:09:04,744][root][INFO] - mean vote_loss: 0.193461 [2020-11-14 02:09:56,029][root][INFO] - ---- batch: 020 ---- [2020-11-14 02:09:56,034][root][INFO] - mean box_loss: 0.179212 [2020-11-14 02:09:56,034][root][INFO] - mean center_loss: 0.031859 [2020-11-14 02:09:56,034][root][INFO] - mean heading_cls_loss: 0.639604 [2020-11-14 02:09:56,034][root][INFO] - mean heading_reg_loss: 0.043017 [2020-11-14 02:09:56,034][root][INFO] - mean loss: 4.315098 [2020-11-14 02:09:56,034][root][INFO] - mean neg_ratio: 0.726721 [2020-11-14 02:09:56,034][root][INFO] - mean obj_acc: 0.955425 [2020-11-14 02:09:56,034][root][INFO] - mean objectness_loss: 0.039173 [2020-11-14 02:09:56,034][root][INFO] - mean pos_ratio: 0.151196 [2020-11-14 02:09:56,034][root][INFO] - mean sem_cls_loss: 0.196990 [2020-11-14 02:09:56,034][root][INFO] - mean size_cls_loss: 0.197112 [2020-11-14 02:09:56,034][root][INFO] - mean size_reg_loss: 0.020664 [2020-11-14 02:09:56,034][root][INFO] - mean vote_loss: 0.213012 [2020-11-14 02:10:48,099][root][INFO] - ---- batch: 030 ---- [2020-11-14 02:10:48,103][root][INFO] - mean box_loss: 0.175408 [2020-11-14 02:10:48,103][root][INFO] - mean center_loss: 0.031849 [2020-11-14 02:10:48,103][root][INFO] - mean heading_cls_loss: 0.639510 [2020-11-14 02:10:48,103][root][INFO] - mean heading_reg_loss: 0.043716 [2020-11-14 02:10:48,103][root][INFO] - mean loss: 4.185833 [2020-11-14 02:10:48,103][root][INFO] - mean neg_ratio: 0.729810 [2020-11-14 02:10:48,104][root][INFO] - mean obj_acc: 0.949281 [2020-11-14 02:10:48,104][root][INFO] - mean objectness_loss: 0.043058 [2020-11-14 02:10:48,104][root][INFO] - mean pos_ratio: 0.146210 [2020-11-14 02:10:48,104][root][INFO] - mean sem_cls_loss: 0.169207 [2020-11-14 02:10:48,104][root][INFO] - mean size_cls_loss: 0.169266 [2020-11-14 02:10:48,104][root][INFO] - mean size_reg_loss: 0.018966 [2020-11-14 02:10:48,104][root][INFO] - mean vote_loss: 0.204726 [2020-11-14 02:11:38,409][root][INFO] - ---- batch: 040 ---- [2020-11-14 02:11:38,414][root][INFO] - mean box_loss: 0.177091 [2020-11-14 02:11:38,414][root][INFO] - mean center_loss: 0.028305 [2020-11-14 02:11:38,414][root][INFO] - mean heading_cls_loss: 0.673784 [2020-11-14 02:11:38,414][root][INFO] - mean heading_reg_loss: 0.043542 [2020-11-14 02:11:38,414][root][INFO] - mean loss: 4.062341 [2020-11-14 02:11:38,414][root][INFO] - mean neg_ratio: 0.703790 [2020-11-14 02:11:38,414][root][INFO] - mean obj_acc: 0.951246 [2020-11-14 02:11:38,415][root][INFO] - mean objectness_loss: 0.044703 [2020-11-14 02:11:38,415][root][INFO] - mean pos_ratio: 0.163202 [2020-11-14 02:11:38,415][root][INFO] - mean sem_cls_loss: 0.189727 [2020-11-14 02:11:38,415][root][INFO] - mean size_cls_loss: 0.190026 [2020-11-14 02:11:38,415][root][INFO] - mean size_reg_loss: 0.018864 [2020-11-14 02:11:38,415][root][INFO] - mean vote_loss: 0.187818 [2020-11-14 02:12:30,076][root][INFO] - ---- batch: 050 ---- [2020-11-14 02:12:30,082][root][INFO] - mean box_loss: 0.187753 [2020-11-14 02:12:30,082][root][INFO] - mean center_loss: 0.035418 [2020-11-14 02:12:30,082][root][INFO] - mean heading_cls_loss: 0.655311 [2020-11-14 02:12:30,082][root][INFO] - mean heading_reg_loss: 0.041943 [2020-11-14 02:12:30,082][root][INFO] - mean loss: 4.459614 [2020-11-14 02:12:30,082][root][INFO] - mean neg_ratio: 0.728265 [2020-11-14 02:12:30,082][root][INFO] - mean obj_acc: 0.948627 [2020-11-14 02:12:30,082][root][INFO] - mean objectness_loss: 0.042922 [2020-11-14 02:12:30,082][root][INFO] - mean pos_ratio: 0.147003 [2020-11-14 02:12:30,082][root][INFO] - mean sem_cls_loss: 0.189931 [2020-11-14 02:12:30,082][root][INFO] - mean size_cls_loss: 0.189664 [2020-11-14 02:12:30,082][root][INFO] - mean size_reg_loss: 0.025894 [2020-11-14 02:12:30,083][root][INFO] - mean vote_loss: 0.217754 [2020-11-14 02:13:20,310][root][INFO] - ---- batch: 060 ---- [2020-11-14 02:13:20,315][root][INFO] - mean box_loss: 0.159073 [2020-11-14 02:13:20,315][root][INFO] - mean center_loss: 0.028988 [2020-11-14 02:13:20,315][root][INFO] - mean heading_cls_loss: 0.559364 [2020-11-14 02:13:20,315][root][INFO] - mean heading_reg_loss: 0.037547 [2020-11-14 02:13:20,316][root][INFO] - mean loss: 3.957953 [2020-11-14 02:13:20,316][root][INFO] - mean neg_ratio: 0.727521 [2020-11-14 02:13:20,316][root][INFO] - mean obj_acc: 0.946574 [2020-11-14 02:13:20,316][root][INFO] - mean objectness_loss: 0.044159 [2020-11-14 02:13:20,316][root][INFO] - mean pos_ratio: 0.145776 [2020-11-14 02:13:20,316][root][INFO] - mean sem_cls_loss: 0.162902 [2020-11-14 02:13:20,316][root][INFO] - mean size_cls_loss: 0.162947 [2020-11-14 02:13:20,316][root][INFO] - mean size_reg_loss: 0.020307 [2020-11-14 02:13:20,316][root][INFO] - mean vote_loss: 0.198353 [2020-11-14 02:14:10,152][root][INFO] - ---- batch: 070 ---- [2020-11-14 02:14:10,180][root][INFO] - mean box_loss: 0.180196 [2020-11-14 02:14:10,181][root][INFO] - mean center_loss: 0.034666 [2020-11-14 02:14:10,181][root][INFO] - mean heading_cls_loss: 0.680167 [2020-11-14 02:14:10,181][root][INFO] - mean heading_reg_loss: 0.037682 [2020-11-14 02:14:10,181][root][INFO] - mean loss: 4.378800 [2020-11-14 02:14:10,182][root][INFO] - mean neg_ratio: 0.724371 [2020-11-14 02:14:10,182][root][INFO] - mean obj_acc: 0.950883 [2020-11-14 02:14:10,182][root][INFO] - mean objectness_loss: 0.043725 [2020-11-14 02:14:10,182][root][INFO] - mean pos_ratio: 0.152716 [2020-11-14 02:14:10,182][root][INFO] - mean sem_cls_loss: 0.184032 [2020-11-14 02:14:10,182][root][INFO] - mean size_cls_loss: 0.184381 [2020-11-14 02:14:10,182][root][INFO] - mean size_reg_loss: 0.021393 [2020-11-14 02:14:10,182][root][INFO] - mean vote_loss: 0.217419 [2020-11-14 02:14:58,716][root][INFO] - ---- batch: 080 ---- [2020-11-14 02:14:58,723][root][INFO] - mean box_loss: 0.181335 [2020-11-14 02:14:58,723][root][INFO] - mean center_loss: 0.030158 [2020-11-14 02:14:58,723][root][INFO] - mean heading_cls_loss: 0.701732 [2020-11-14 02:14:58,723][root][INFO] - mean heading_reg_loss: 0.045575 [2020-11-14 02:14:58,724][root][INFO] - mean loss: 4.326250 [2020-11-14 02:14:58,724][root][INFO] - mean neg_ratio: 0.735248 [2020-11-14 02:14:58,724][root][INFO] - mean obj_acc: 0.945436 [2020-11-14 02:14:58,724][root][INFO] - mean objectness_loss: 0.044487 [2020-11-14 02:14:58,724][root][INFO] - mean pos_ratio: 0.143549 [2020-11-14 02:14:58,724][root][INFO] - mean sem_cls_loss: 0.169123 [2020-11-14 02:14:58,724][root][INFO] - mean size_cls_loss: 0.169910 [2020-11-14 02:14:58,724][root][INFO] - mean size_reg_loss: 0.018438 [2020-11-14 02:14:58,724][root][INFO] - mean vote_loss: 0.212134 [2020-11-14 02:15:12,560][root][INFO] - **** EPOCH 141 **** [2020-11-14 02:15:12,562][root][INFO] - Current learning rate: 0.000010 [2020-11-14 02:15:12,562][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 02:15:12,562][root][INFO] - 2020-11-14 02:15:12.562657 [2020-11-14 02:16:08,431][root][INFO] - ---- batch: 010 ---- [2020-11-14 02:16:08,436][root][INFO] - mean box_loss: 0.190120 [2020-11-14 02:16:08,436][root][INFO] - mean center_loss: 0.032636 [2020-11-14 02:16:08,436][root][INFO] - mean heading_cls_loss: 0.705734 [2020-11-14 02:16:08,436][root][INFO] - mean heading_reg_loss: 0.047342 [2020-11-14 02:16:08,436][root][INFO] - mean loss: 4.414496 [2020-11-14 02:16:08,436][root][INFO] - mean neg_ratio: 0.757922 [2020-11-14 02:16:08,436][root][INFO] - mean obj_acc: 0.942865 [2020-11-14 02:16:08,436][root][INFO] - mean objectness_loss: 0.043440 [2020-11-14 02:16:08,436][root][INFO] - mean pos_ratio: 0.131012 [2020-11-14 02:16:08,436][root][INFO] - mean sem_cls_loss: 0.195860 [2020-11-14 02:16:08,436][root][INFO] - mean size_cls_loss: 0.195295 [2020-11-14 02:16:08,436][root][INFO] - mean size_reg_loss: 0.020039 [2020-11-14 02:16:08,436][root][INFO] - mean vote_loss: 0.210023 [2020-11-14 02:16:59,688][root][INFO] - ---- batch: 020 ---- [2020-11-14 02:16:59,693][root][INFO] - mean box_loss: 0.172420 [2020-11-14 02:16:59,693][root][INFO] - mean center_loss: 0.028261 [2020-11-14 02:16:59,693][root][INFO] - mean heading_cls_loss: 0.643727 [2020-11-14 02:16:59,693][root][INFO] - mean heading_reg_loss: 0.042536 [2020-11-14 02:16:59,693][root][INFO] - mean loss: 4.131366 [2020-11-14 02:16:59,693][root][INFO] - mean neg_ratio: 0.718585 [2020-11-14 02:16:59,693][root][INFO] - mean obj_acc: 0.952491 [2020-11-14 02:16:59,693][root][INFO] - mean objectness_loss: 0.042458 [2020-11-14 02:16:59,693][root][INFO] - mean pos_ratio: 0.154254 [2020-11-14 02:16:59,693][root][INFO] - mean sem_cls_loss: 0.171620 [2020-11-14 02:16:59,693][root][INFO] - mean size_cls_loss: 0.172028 [2020-11-14 02:16:59,693][root][INFO] - mean size_reg_loss: 0.020047 [2020-11-14 02:16:59,693][root][INFO] - mean vote_loss: 0.202326 [2020-11-14 02:17:51,283][root][INFO] - ---- batch: 030 ---- [2020-11-14 02:17:51,287][root][INFO] - mean box_loss: 0.165623 [2020-11-14 02:17:51,287][root][INFO] - mean center_loss: 0.030886 [2020-11-14 02:17:51,287][root][INFO] - mean heading_cls_loss: 0.617393 [2020-11-14 02:17:51,287][root][INFO] - mean heading_reg_loss: 0.039038 [2020-11-14 02:17:51,287][root][INFO] - mean loss: 3.923535 [2020-11-14 02:17:51,287][root][INFO] - mean neg_ratio: 0.716156 [2020-11-14 02:17:51,287][root][INFO] - mean obj_acc: 0.952989 [2020-11-14 02:17:51,287][root][INFO] - mean objectness_loss: 0.040639 [2020-11-14 02:17:51,288][root][INFO] - mean pos_ratio: 0.154504 [2020-11-14 02:17:51,288][root][INFO] - mean sem_cls_loss: 0.145224 [2020-11-14 02:17:51,288][root][INFO] - mean size_cls_loss: 0.145293 [2020-11-14 02:17:51,288][root][INFO] - mean size_reg_loss: 0.019430 [2020-11-14 02:17:51,288][root][INFO] - mean vote_loss: 0.191889 [2020-11-14 02:18:41,400][root][INFO] - ---- batch: 040 ---- [2020-11-14 02:18:41,407][root][INFO] - mean box_loss: 0.178872 [2020-11-14 02:18:41,408][root][INFO] - mean center_loss: 0.034529 [2020-11-14 02:18:41,408][root][INFO] - mean heading_cls_loss: 0.618104 [2020-11-14 02:18:41,408][root][INFO] - mean heading_reg_loss: 0.043981 [2020-11-14 02:18:41,408][root][INFO] - mean loss: 4.261242 [2020-11-14 02:18:41,408][root][INFO] - mean neg_ratio: 0.729865 [2020-11-14 02:18:41,408][root][INFO] - mean obj_acc: 0.945093 [2020-11-14 02:18:41,408][root][INFO] - mean objectness_loss: 0.043873 [2020-11-14 02:18:41,408][root][INFO] - mean pos_ratio: 0.147168 [2020-11-14 02:18:41,408][root][INFO] - mean sem_cls_loss: 0.170828 [2020-11-14 02:18:41,408][root][INFO] - mean size_cls_loss: 0.171196 [2020-11-14 02:18:41,408][root][INFO] - mean size_reg_loss: 0.021432 [2020-11-14 02:18:41,408][root][INFO] - mean vote_loss: 0.208233 [2020-11-14 02:19:30,962][root][INFO] - ---- batch: 050 ---- [2020-11-14 02:19:30,968][root][INFO] - mean box_loss: 0.165110 [2020-11-14 02:19:30,968][root][INFO] - mean center_loss: 0.033537 [2020-11-14 02:19:30,968][root][INFO] - mean heading_cls_loss: 0.577946 [2020-11-14 02:19:30,968][root][INFO] - mean heading_reg_loss: 0.036461 [2020-11-14 02:19:30,968][root][INFO] - mean loss: 4.071230 [2020-11-14 02:19:30,968][root][INFO] - mean neg_ratio: 0.721790 [2020-11-14 02:19:30,968][root][INFO] - mean obj_acc: 0.954182 [2020-11-14 02:19:30,968][root][INFO] - mean objectness_loss: 0.041744 [2020-11-14 02:19:30,968][root][INFO] - mean pos_ratio: 0.153772 [2020-11-14 02:19:30,969][root][INFO] - mean sem_cls_loss: 0.158374 [2020-11-14 02:19:30,969][root][INFO] - mean size_cls_loss: 0.157896 [2020-11-14 02:19:30,969][root][INFO] - mean size_reg_loss: 0.021528 [2020-11-14 02:19:30,969][root][INFO] - mean vote_loss: 0.205303 [2020-11-14 02:20:22,604][root][INFO] - ---- batch: 060 ---- [2020-11-14 02:20:22,609][root][INFO] - mean box_loss: 0.193405 [2020-11-14 02:20:22,611][root][INFO] - mean center_loss: 0.038098 [2020-11-14 02:20:22,611][root][INFO] - mean heading_cls_loss: 0.719429 [2020-11-14 02:20:22,611][root][INFO] - mean heading_reg_loss: 0.043043 [2020-11-14 02:20:22,611][root][INFO] - mean loss: 4.344388 [2020-11-14 02:20:22,611][root][INFO] - mean neg_ratio: 0.724969 [2020-11-14 02:20:22,611][root][INFO] - mean obj_acc: 0.954071 [2020-11-14 02:20:22,611][root][INFO] - mean objectness_loss: 0.039743 [2020-11-14 02:20:22,611][root][INFO] - mean pos_ratio: 0.147302 [2020-11-14 02:20:22,611][root][INFO] - mean sem_cls_loss: 0.183173 [2020-11-14 02:20:22,611][root][INFO] - mean size_cls_loss: 0.183375 [2020-11-14 02:20:22,611][root][INFO] - mean size_reg_loss: 0.021983 [2020-11-14 02:20:22,611][root][INFO] - mean vote_loss: 0.202845 [2020-11-14 02:21:12,565][root][INFO] - ---- batch: 070 ---- [2020-11-14 02:21:12,575][root][INFO] - mean box_loss: 0.170264 [2020-11-14 02:21:12,576][root][INFO] - mean center_loss: 0.030810 [2020-11-14 02:21:12,576][root][INFO] - mean heading_cls_loss: 0.658315 [2020-11-14 02:21:12,576][root][INFO] - mean heading_reg_loss: 0.035935 [2020-11-14 02:21:12,576][root][INFO] - mean loss: 4.299438 [2020-11-14 02:21:12,576][root][INFO] - mean neg_ratio: 0.712219 [2020-11-14 02:21:12,576][root][INFO] - mean obj_acc: 0.952395 [2020-11-14 02:21:12,576][root][INFO] - mean objectness_loss: 0.043169 [2020-11-14 02:21:12,576][root][INFO] - mean pos_ratio: 0.157562 [2020-11-14 02:21:12,576][root][INFO] - mean sem_cls_loss: 0.160061 [2020-11-14 02:21:12,576][root][INFO] - mean size_cls_loss: 0.160666 [2020-11-14 02:21:12,576][root][INFO] - mean size_reg_loss: 0.021621 [2020-11-14 02:21:12,577][root][INFO] - mean vote_loss: 0.222089 [2020-11-14 02:22:00,996][root][INFO] - ---- batch: 080 ---- [2020-11-14 02:22:01,002][root][INFO] - mean box_loss: 0.178452 [2020-11-14 02:22:01,003][root][INFO] - mean center_loss: 0.032519 [2020-11-14 02:22:01,003][root][INFO] - mean heading_cls_loss: 0.646010 [2020-11-14 02:22:01,003][root][INFO] - mean heading_reg_loss: 0.042152 [2020-11-14 02:22:01,003][root][INFO] - mean loss: 4.289907 [2020-11-14 02:22:01,003][root][INFO] - mean neg_ratio: 0.733728 [2020-11-14 02:22:01,003][root][INFO] - mean obj_acc: 0.948238 [2020-11-14 02:22:01,003][root][INFO] - mean objectness_loss: 0.042339 [2020-11-14 02:22:01,004][root][INFO] - mean pos_ratio: 0.143829 [2020-11-14 02:22:01,004][root][INFO] - mean sem_cls_loss: 0.199240 [2020-11-14 02:22:01,004][root][INFO] - mean size_cls_loss: 0.199725 [2020-11-14 02:22:01,004][root][INFO] - mean size_reg_loss: 0.019207 [2020-11-14 02:22:01,004][root][INFO] - mean vote_loss: 0.209445 [2020-11-14 02:22:14,453][root][INFO] - **** EPOCH 142 **** [2020-11-14 02:22:14,455][root][INFO] - Current learning rate: 0.000010 [2020-11-14 02:22:14,455][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 02:22:14,455][root][INFO] - 2020-11-14 02:22:14.455831 [2020-11-14 02:23:10,564][root][INFO] - ---- batch: 010 ---- [2020-11-14 02:23:10,568][root][INFO] - mean box_loss: 0.181762 [2020-11-14 02:23:10,569][root][INFO] - mean center_loss: 0.028597 [2020-11-14 02:23:10,569][root][INFO] - mean heading_cls_loss: 0.663217 [2020-11-14 02:23:10,569][root][INFO] - mean heading_reg_loss: 0.046804 [2020-11-14 02:23:10,569][root][INFO] - mean loss: 4.292731 [2020-11-14 02:23:10,569][root][INFO] - mean neg_ratio: 0.723291 [2020-11-14 02:23:10,569][root][INFO] - mean obj_acc: 0.945729 [2020-11-14 02:23:10,569][root][INFO] - mean objectness_loss: 0.043576 [2020-11-14 02:23:10,569][root][INFO] - mean pos_ratio: 0.147778 [2020-11-14 02:23:10,569][root][INFO] - mean sem_cls_loss: 0.176182 [2020-11-14 02:23:10,569][root][INFO] - mean size_cls_loss: 0.175953 [2020-11-14 02:23:10,569][root][INFO] - mean size_reg_loss: 0.022443 [2020-11-14 02:23:10,569][root][INFO] - mean vote_loss: 0.208105 [2020-11-14 02:24:00,888][root][INFO] - ---- batch: 020 ---- [2020-11-14 02:24:00,893][root][INFO] - mean box_loss: 0.168329 [2020-11-14 02:24:00,893][root][INFO] - mean center_loss: 0.030001 [2020-11-14 02:24:00,894][root][INFO] - mean heading_cls_loss: 0.636453 [2020-11-14 02:24:00,894][root][INFO] - mean heading_reg_loss: 0.040092 [2020-11-14 02:24:00,894][root][INFO] - mean loss: 3.994436 [2020-11-14 02:24:00,894][root][INFO] - mean neg_ratio: 0.727008 [2020-11-14 02:24:00,894][root][INFO] - mean obj_acc: 0.948635 [2020-11-14 02:24:00,894][root][INFO] - mean objectness_loss: 0.041682 [2020-11-14 02:24:00,894][root][INFO] - mean pos_ratio: 0.147131 [2020-11-14 02:24:00,894][root][INFO] - mean sem_cls_loss: 0.154851 [2020-11-14 02:24:00,894][root][INFO] - mean size_cls_loss: 0.155038 [2020-11-14 02:24:00,894][root][INFO] - mean size_reg_loss: 0.019086 [2020-11-14 02:24:00,894][root][INFO] - mean vote_loss: 0.194789 [2020-11-14 02:24:51,574][root][INFO] - ---- batch: 030 ---- [2020-11-14 02:24:51,579][root][INFO] - mean box_loss: 0.180244 [2020-11-14 02:24:51,579][root][INFO] - mean center_loss: 0.036174 [2020-11-14 02:24:51,579][root][INFO] - mean heading_cls_loss: 0.659277 [2020-11-14 02:24:51,580][root][INFO] - mean heading_reg_loss: 0.043571 [2020-11-14 02:24:51,580][root][INFO] - mean loss: 4.239883 [2020-11-14 02:24:51,580][root][INFO] - mean neg_ratio: 0.719409 [2020-11-14 02:24:51,580][root][INFO] - mean obj_acc: 0.953150 [2020-11-14 02:24:51,580][root][INFO] - mean objectness_loss: 0.041036 [2020-11-14 02:24:51,580][root][INFO] - mean pos_ratio: 0.155267 [2020-11-14 02:24:51,580][root][INFO] - mean sem_cls_loss: 0.141238 [2020-11-14 02:24:51,580][root][INFO] - mean size_cls_loss: 0.140934 [2020-11-14 02:24:51,580][root][INFO] - mean size_reg_loss: 0.020478 [2020-11-14 02:24:51,580][root][INFO] - mean vote_loss: 0.209102 [2020-11-14 02:25:43,084][root][INFO] - ---- batch: 040 ---- [2020-11-14 02:25:43,088][root][INFO] - mean box_loss: 0.184716 [2020-11-14 02:25:43,088][root][INFO] - mean center_loss: 0.034262 [2020-11-14 02:25:43,089][root][INFO] - mean heading_cls_loss: 0.699629 [2020-11-14 02:25:43,089][root][INFO] - mean heading_reg_loss: 0.041515 [2020-11-14 02:25:43,089][root][INFO] - mean loss: 4.356763 [2020-11-14 02:25:43,089][root][INFO] - mean neg_ratio: 0.726190 [2020-11-14 02:25:43,089][root][INFO] - mean obj_acc: 0.947493 [2020-11-14 02:25:43,089][root][INFO] - mean objectness_loss: 0.043956 [2020-11-14 02:25:43,089][root][INFO] - mean pos_ratio: 0.148102 [2020-11-14 02:25:43,089][root][INFO] - mean sem_cls_loss: 0.174543 [2020-11-14 02:25:43,089][root][INFO] - mean size_cls_loss: 0.175010 [2020-11-14 02:25:43,089][root][INFO] - mean size_reg_loss: 0.021475 [2020-11-14 02:25:43,089][root][INFO] - mean vote_loss: 0.211528 [2020-11-14 02:26:33,679][root][INFO] - ---- batch: 050 ---- [2020-11-14 02:26:33,686][root][INFO] - mean box_loss: 0.174016 [2020-11-14 02:26:33,686][root][INFO] - mean center_loss: 0.033838 [2020-11-14 02:26:33,686][root][INFO] - mean heading_cls_loss: 0.645862 [2020-11-14 02:26:33,686][root][INFO] - mean heading_reg_loss: 0.041026 [2020-11-14 02:26:33,686][root][INFO] - mean loss: 4.180463 [2020-11-14 02:26:33,686][root][INFO] - mean neg_ratio: 0.732526 [2020-11-14 02:26:33,686][root][INFO] - mean obj_acc: 0.947825 [2020-11-14 02:26:33,686][root][INFO] - mean objectness_loss: 0.043547 [2020-11-14 02:26:33,686][root][INFO] - mean pos_ratio: 0.141296 [2020-11-14 02:26:33,686][root][INFO] - mean sem_cls_loss: 0.159875 [2020-11-14 02:26:33,687][root][INFO] - mean size_cls_loss: 0.159898 [2020-11-14 02:26:33,687][root][INFO] - mean size_reg_loss: 0.018576 [2020-11-14 02:26:33,687][root][INFO] - mean vote_loss: 0.206269 [2020-11-14 02:27:24,232][root][INFO] - ---- batch: 060 ---- [2020-11-14 02:27:24,237][root][INFO] - mean box_loss: 0.183321 [2020-11-14 02:27:24,237][root][INFO] - mean center_loss: 0.031581 [2020-11-14 02:27:24,237][root][INFO] - mean heading_cls_loss: 0.655802 [2020-11-14 02:27:24,238][root][INFO] - mean heading_reg_loss: 0.044305 [2020-11-14 02:27:24,238][root][INFO] - mean loss: 4.295638 [2020-11-14 02:27:24,238][root][INFO] - mean neg_ratio: 0.715656 [2020-11-14 02:27:24,238][root][INFO] - mean obj_acc: 0.954056 [2020-11-14 02:27:24,238][root][INFO] - mean objectness_loss: 0.040875 [2020-11-14 02:27:24,238][root][INFO] - mean pos_ratio: 0.159698 [2020-11-14 02:27:24,238][root][INFO] - mean sem_cls_loss: 0.186221 [2020-11-14 02:27:24,238][root][INFO] - mean size_cls_loss: 0.186230 [2020-11-14 02:27:24,238][root][INFO] - mean size_reg_loss: 0.023232 [2020-11-14 02:27:24,238][root][INFO] - mean vote_loss: 0.207183 [2020-11-14 02:28:14,821][root][INFO] - ---- batch: 070 ---- [2020-11-14 02:28:14,827][root][INFO] - mean box_loss: 0.191323 [2020-11-14 02:28:14,827][root][INFO] - mean center_loss: 0.037862 [2020-11-14 02:28:14,827][root][INFO] - mean heading_cls_loss: 0.670196 [2020-11-14 02:28:14,827][root][INFO] - mean heading_reg_loss: 0.042399 [2020-11-14 02:28:14,828][root][INFO] - mean loss: 4.416450 [2020-11-14 02:28:14,828][root][INFO] - mean neg_ratio: 0.733545 [2020-11-14 02:28:14,828][root][INFO] - mean obj_acc: 0.947826 [2020-11-14 02:28:14,828][root][INFO] - mean objectness_loss: 0.041969 [2020-11-14 02:28:14,828][root][INFO] - mean pos_ratio: 0.144904 [2020-11-14 02:28:14,828][root][INFO] - mean sem_cls_loss: 0.206610 [2020-11-14 02:28:14,828][root][INFO] - mean size_cls_loss: 0.206785 [2020-11-14 02:28:14,828][root][INFO] - mean size_reg_loss: 0.023364 [2020-11-14 02:28:14,828][root][INFO] - mean vote_loss: 0.208676 [2020-11-14 02:29:03,288][root][INFO] - ---- batch: 080 ---- [2020-11-14 02:29:03,297][root][INFO] - mean box_loss: 0.182548 [2020-11-14 02:29:03,297][root][INFO] - mean center_loss: 0.029974 [2020-11-14 02:29:03,297][root][INFO] - mean heading_cls_loss: 0.692672 [2020-11-14 02:29:03,297][root][INFO] - mean heading_reg_loss: 0.045216 [2020-11-14 02:29:03,298][root][INFO] - mean loss: 4.291504 [2020-11-14 02:29:03,298][root][INFO] - mean neg_ratio: 0.723151 [2020-11-14 02:29:03,298][root][INFO] - mean obj_acc: 0.952092 [2020-11-14 02:29:03,298][root][INFO] - mean objectness_loss: 0.042160 [2020-11-14 02:29:03,298][root][INFO] - mean pos_ratio: 0.150500 [2020-11-14 02:29:03,298][root][INFO] - mean sem_cls_loss: 0.158786 [2020-11-14 02:29:03,298][root][INFO] - mean size_cls_loss: 0.159425 [2020-11-14 02:29:03,298][root][INFO] - mean size_reg_loss: 0.022149 [2020-11-14 02:29:03,298][root][INFO] - mean vote_loss: 0.209643 [2020-11-14 02:29:16,740][root][INFO] - **** EPOCH 143 **** [2020-11-14 02:29:16,742][root][INFO] - Current learning rate: 0.000010 [2020-11-14 02:29:16,742][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 02:29:16,742][root][INFO] - 2020-11-14 02:29:16.742179 [2020-11-14 02:30:12,679][root][INFO] - ---- batch: 010 ---- [2020-11-14 02:30:12,684][root][INFO] - mean box_loss: 0.174514 [2020-11-14 02:30:12,684][root][INFO] - mean center_loss: 0.031417 [2020-11-14 02:30:12,684][root][INFO] - mean heading_cls_loss: 0.625652 [2020-11-14 02:30:12,684][root][INFO] - mean heading_reg_loss: 0.038387 [2020-11-14 02:30:12,684][root][INFO] - mean loss: 4.201466 [2020-11-14 02:30:12,684][root][INFO] - mean neg_ratio: 0.710876 [2020-11-14 02:30:12,684][root][INFO] - mean obj_acc: 0.955198 [2020-11-14 02:30:12,684][root][INFO] - mean objectness_loss: 0.042541 [2020-11-14 02:30:12,684][root][INFO] - mean pos_ratio: 0.159576 [2020-11-14 02:30:12,685][root][INFO] - mean sem_cls_loss: 0.178297 [2020-11-14 02:30:12,685][root][INFO] - mean size_cls_loss: 0.178332 [2020-11-14 02:30:12,685][root][INFO] - mean size_reg_loss: 0.024311 [2020-11-14 02:30:12,685][root][INFO] - mean vote_loss: 0.206532 [2020-11-14 02:31:01,740][root][INFO] - ---- batch: 020 ---- [2020-11-14 02:31:01,745][root][INFO] - mean box_loss: 0.177586 [2020-11-14 02:31:01,745][root][INFO] - mean center_loss: 0.030735 [2020-11-14 02:31:01,745][root][INFO] - mean heading_cls_loss: 0.651534 [2020-11-14 02:31:01,745][root][INFO] - mean heading_reg_loss: 0.045947 [2020-11-14 02:31:01,745][root][INFO] - mean loss: 4.178117 [2020-11-14 02:31:01,745][root][INFO] - mean neg_ratio: 0.711029 [2020-11-14 02:31:01,745][root][INFO] - mean obj_acc: 0.948684 [2020-11-14 02:31:01,745][root][INFO] - mean objectness_loss: 0.044892 [2020-11-14 02:31:01,745][root][INFO] - mean pos_ratio: 0.164075 [2020-11-14 02:31:01,745][root][INFO] - mean sem_cls_loss: 0.154142 [2020-11-14 02:31:01,745][root][INFO] - mean size_cls_loss: 0.154037 [2020-11-14 02:31:01,745][root][INFO] - mean size_reg_loss: 0.020347 [2020-11-14 02:31:01,745][root][INFO] - mean vote_loss: 0.202365 [2020-11-14 02:31:52,889][root][INFO] - ---- batch: 030 ---- [2020-11-14 02:31:52,893][root][INFO] - mean box_loss: 0.192588 [2020-11-14 02:31:52,894][root][INFO] - mean center_loss: 0.034660 [2020-11-14 02:31:52,894][root][INFO] - mean heading_cls_loss: 0.715063 [2020-11-14 02:31:52,894][root][INFO] - mean heading_reg_loss: 0.047215 [2020-11-14 02:31:52,894][root][INFO] - mean loss: 4.364188 [2020-11-14 02:31:52,894][root][INFO] - mean neg_ratio: 0.742810 [2020-11-14 02:31:52,894][root][INFO] - mean obj_acc: 0.944103 [2020-11-14 02:31:52,894][root][INFO] - mean objectness_loss: 0.045399 [2020-11-14 02:31:52,894][root][INFO] - mean pos_ratio: 0.137524 [2020-11-14 02:31:52,894][root][INFO] - mean sem_cls_loss: 0.187991 [2020-11-14 02:31:52,894][root][INFO] - mean size_cls_loss: 0.188126 [2020-11-14 02:31:52,894][root][INFO] - mean size_reg_loss: 0.020394 [2020-11-14 02:31:52,894][root][INFO] - mean vote_loss: 0.202333 [2020-11-14 02:32:43,312][root][INFO] - ---- batch: 040 ---- [2020-11-14 02:32:43,317][root][INFO] - mean box_loss: 0.180177 [2020-11-14 02:32:43,317][root][INFO] - mean center_loss: 0.032485 [2020-11-14 02:32:43,317][root][INFO] - mean heading_cls_loss: 0.681726 [2020-11-14 02:32:43,317][root][INFO] - mean heading_reg_loss: 0.041015 [2020-11-14 02:32:43,317][root][INFO] - mean loss: 4.239789 [2020-11-14 02:32:43,317][root][INFO] - mean neg_ratio: 0.720581 [2020-11-14 02:32:43,317][root][INFO] - mean obj_acc: 0.949109 [2020-11-14 02:32:43,317][root][INFO] - mean objectness_loss: 0.043377 [2020-11-14 02:32:43,317][root][INFO] - mean pos_ratio: 0.150262 [2020-11-14 02:32:43,317][root][INFO] - mean sem_cls_loss: 0.173507 [2020-11-14 02:32:43,317][root][INFO] - mean size_cls_loss: 0.173418 [2020-11-14 02:32:43,317][root][INFO] - mean size_reg_loss: 0.021162 [2020-11-14 02:32:43,317][root][INFO] - mean vote_loss: 0.204763 [2020-11-14 02:33:35,398][root][INFO] - ---- batch: 050 ---- [2020-11-14 02:33:35,403][root][INFO] - mean box_loss: 0.186412 [2020-11-14 02:33:35,403][root][INFO] - mean center_loss: 0.033941 [2020-11-14 02:33:35,403][root][INFO] - mean heading_cls_loss: 0.692096 [2020-11-14 02:33:35,403][root][INFO] - mean heading_reg_loss: 0.047073 [2020-11-14 02:33:35,403][root][INFO] - mean loss: 4.234855 [2020-11-14 02:33:35,403][root][INFO] - mean neg_ratio: 0.740417 [2020-11-14 02:33:35,403][root][INFO] - mean obj_acc: 0.943302 [2020-11-14 02:33:35,403][root][INFO] - mean objectness_loss: 0.043974 [2020-11-14 02:33:35,403][root][INFO] - mean pos_ratio: 0.140283 [2020-11-14 02:33:35,403][root][INFO] - mean sem_cls_loss: 0.168694 [2020-11-14 02:33:35,403][root][INFO] - mean size_cls_loss: 0.168197 [2020-11-14 02:33:35,403][root][INFO] - mean size_reg_loss: 0.019368 [2020-11-14 02:33:35,404][root][INFO] - mean vote_loss: 0.198218 [2020-11-14 02:34:25,994][root][INFO] - ---- batch: 060 ---- [2020-11-14 02:34:26,000][root][INFO] - mean box_loss: 0.174289 [2020-11-14 02:34:26,000][root][INFO] - mean center_loss: 0.035086 [2020-11-14 02:34:26,001][root][INFO] - mean heading_cls_loss: 0.605919 [2020-11-14 02:34:26,001][root][INFO] - mean heading_reg_loss: 0.038834 [2020-11-14 02:34:26,001][root][INFO] - mean loss: 4.261957 [2020-11-14 02:34:26,001][root][INFO] - mean neg_ratio: 0.733423 [2020-11-14 02:34:26,001][root][INFO] - mean obj_acc: 0.950480 [2020-11-14 02:34:26,001][root][INFO] - mean objectness_loss: 0.041334 [2020-11-14 02:34:26,001][root][INFO] - mean pos_ratio: 0.148065 [2020-11-14 02:34:26,001][root][INFO] - mean sem_cls_loss: 0.189103 [2020-11-14 02:34:26,001][root][INFO] - mean size_cls_loss: 0.189058 [2020-11-14 02:34:26,001][root][INFO] - mean size_reg_loss: 0.020871 [2020-11-14 02:34:26,001][root][INFO] - mean vote_loss: 0.212329 [2020-11-14 02:35:15,446][root][INFO] - ---- batch: 070 ---- [2020-11-14 02:35:15,453][root][INFO] - mean box_loss: 0.169672 [2020-11-14 02:35:15,453][root][INFO] - mean center_loss: 0.030851 [2020-11-14 02:35:15,453][root][INFO] - mean heading_cls_loss: 0.611240 [2020-11-14 02:35:15,454][root][INFO] - mean heading_reg_loss: 0.044317 [2020-11-14 02:35:15,454][root][INFO] - mean loss: 4.021325 [2020-11-14 02:35:15,454][root][INFO] - mean neg_ratio: 0.728931 [2020-11-14 02:35:15,454][root][INFO] - mean obj_acc: 0.945986 [2020-11-14 02:35:15,454][root][INFO] - mean objectness_loss: 0.042951 [2020-11-14 02:35:15,454][root][INFO] - mean pos_ratio: 0.146271 [2020-11-14 02:35:15,454][root][INFO] - mean sem_cls_loss: 0.154860 [2020-11-14 02:35:15,454][root][INFO] - mean size_cls_loss: 0.154583 [2020-11-14 02:35:15,454][root][INFO] - mean size_reg_loss: 0.017922 [2020-11-14 02:35:15,454][root][INFO] - mean vote_loss: 0.195499 [2020-11-14 02:36:05,499][root][INFO] - ---- batch: 080 ---- [2020-11-14 02:36:05,506][root][INFO] - mean box_loss: 0.178629 [2020-11-14 02:36:05,506][root][INFO] - mean center_loss: 0.032063 [2020-11-14 02:36:05,506][root][INFO] - mean heading_cls_loss: 0.654712 [2020-11-14 02:36:05,507][root][INFO] - mean heading_reg_loss: 0.037864 [2020-11-14 02:36:05,507][root][INFO] - mean loss: 4.373503 [2020-11-14 02:36:05,507][root][INFO] - mean neg_ratio: 0.731989 [2020-11-14 02:36:05,507][root][INFO] - mean obj_acc: 0.945240 [2020-11-14 02:36:05,507][root][INFO] - mean objectness_loss: 0.044395 [2020-11-14 02:36:05,507][root][INFO] - mean pos_ratio: 0.145862 [2020-11-14 02:36:05,507][root][INFO] - mean sem_cls_loss: 0.181925 [2020-11-14 02:36:05,507][root][INFO] - mean size_cls_loss: 0.181483 [2020-11-14 02:36:05,507][root][INFO] - mean size_reg_loss: 0.025082 [2020-11-14 02:36:05,507][root][INFO] - mean vote_loss: 0.218331 [2020-11-14 02:36:18,851][root][INFO] - **** EPOCH 144 **** [2020-11-14 02:36:18,853][root][INFO] - Current learning rate: 0.000010 [2020-11-14 02:36:18,853][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 02:36:18,853][root][INFO] - 2020-11-14 02:36:18.853524 [2020-11-14 02:37:14,723][root][INFO] - ---- batch: 010 ---- [2020-11-14 02:37:14,728][root][INFO] - mean box_loss: 0.174519 [2020-11-14 02:37:14,729][root][INFO] - mean center_loss: 0.029211 [2020-11-14 02:37:14,729][root][INFO] - mean heading_cls_loss: 0.643316 [2020-11-14 02:37:14,729][root][INFO] - mean heading_reg_loss: 0.040467 [2020-11-14 02:37:14,729][root][INFO] - mean loss: 4.156657 [2020-11-14 02:37:14,729][root][INFO] - mean neg_ratio: 0.714935 [2020-11-14 02:37:14,729][root][INFO] - mean obj_acc: 0.952191 [2020-11-14 02:37:14,729][root][INFO] - mean objectness_loss: 0.042929 [2020-11-14 02:37:14,729][root][INFO] - mean pos_ratio: 0.156750 [2020-11-14 02:37:14,729][root][INFO] - mean sem_cls_loss: 0.195876 [2020-11-14 02:37:14,729][root][INFO] - mean size_cls_loss: 0.196117 [2020-11-14 02:37:14,729][root][INFO] - mean size_reg_loss: 0.020898 [2020-11-14 02:37:14,729][root][INFO] - mean vote_loss: 0.200095 [2020-11-14 02:38:04,488][root][INFO] - ---- batch: 020 ---- [2020-11-14 02:38:04,492][root][INFO] - mean box_loss: 0.180582 [2020-11-14 02:38:04,492][root][INFO] - mean center_loss: 0.029222 [2020-11-14 02:38:04,493][root][INFO] - mean heading_cls_loss: 0.673689 [2020-11-14 02:38:04,493][root][INFO] - mean heading_reg_loss: 0.044933 [2020-11-14 02:38:04,493][root][INFO] - mean loss: 4.099633 [2020-11-14 02:38:04,493][root][INFO] - mean neg_ratio: 0.714301 [2020-11-14 02:38:04,493][root][INFO] - mean obj_acc: 0.950434 [2020-11-14 02:38:04,493][root][INFO] - mean objectness_loss: 0.042992 [2020-11-14 02:38:04,493][root][INFO] - mean pos_ratio: 0.159558 [2020-11-14 02:38:04,493][root][INFO] - mean sem_cls_loss: 0.186097 [2020-11-14 02:38:04,493][root][INFO] - mean size_cls_loss: 0.186059 [2020-11-14 02:38:04,493][root][INFO] - mean size_reg_loss: 0.020452 [2020-11-14 02:38:04,493][root][INFO] - mean vote_loss: 0.189275 [2020-11-14 02:38:54,222][root][INFO] - ---- batch: 030 ---- [2020-11-14 02:38:54,227][root][INFO] - mean box_loss: 0.162278 [2020-11-14 02:38:54,227][root][INFO] - mean center_loss: 0.033103 [2020-11-14 02:38:54,228][root][INFO] - mean heading_cls_loss: 0.561969 [2020-11-14 02:38:54,228][root][INFO] - mean heading_reg_loss: 0.037366 [2020-11-14 02:38:54,228][root][INFO] - mean loss: 4.098407 [2020-11-14 02:38:54,228][root][INFO] - mean neg_ratio: 0.715802 [2020-11-14 02:38:54,228][root][INFO] - mean obj_acc: 0.951764 [2020-11-14 02:38:54,228][root][INFO] - mean objectness_loss: 0.043972 [2020-11-14 02:38:54,228][root][INFO] - mean pos_ratio: 0.156848 [2020-11-14 02:38:54,228][root][INFO] - mean sem_cls_loss: 0.160512 [2020-11-14 02:38:54,228][root][INFO] - mean size_cls_loss: 0.160618 [2020-11-14 02:38:54,228][root][INFO] - mean size_reg_loss: 0.019550 [2020-11-14 02:38:54,228][root][INFO] - mean vote_loss: 0.209525 [2020-11-14 02:39:44,260][root][INFO] - ---- batch: 040 ---- [2020-11-14 02:39:44,264][root][INFO] - mean box_loss: 0.185271 [2020-11-14 02:39:44,265][root][INFO] - mean center_loss: 0.034456 [2020-11-14 02:39:44,265][root][INFO] - mean heading_cls_loss: 0.665847 [2020-11-14 02:39:44,265][root][INFO] - mean heading_reg_loss: 0.042467 [2020-11-14 02:39:44,265][root][INFO] - mean loss: 4.274035 [2020-11-14 02:39:44,265][root][INFO] - mean neg_ratio: 0.741803 [2020-11-14 02:39:44,265][root][INFO] - mean obj_acc: 0.951204 [2020-11-14 02:39:44,265][root][INFO] - mean objectness_loss: 0.038922 [2020-11-14 02:39:44,265][root][INFO] - mean pos_ratio: 0.140485 [2020-11-14 02:39:44,265][root][INFO] - mean sem_cls_loss: 0.178497 [2020-11-14 02:39:44,265][root][INFO] - mean size_cls_loss: 0.178636 [2020-11-14 02:39:44,265][root][INFO] - mean size_reg_loss: 0.023900 [2020-11-14 02:39:44,265][root][INFO] - mean vote_loss: 0.204821 [2020-11-14 02:40:35,943][root][INFO] - ---- batch: 050 ---- [2020-11-14 02:40:35,948][root][INFO] - mean box_loss: 0.197044 [2020-11-14 02:40:35,948][root][INFO] - mean center_loss: 0.034696 [2020-11-14 02:40:35,948][root][INFO] - mean heading_cls_loss: 0.736098 [2020-11-14 02:40:35,948][root][INFO] - mean heading_reg_loss: 0.046875 [2020-11-14 02:40:35,948][root][INFO] - mean loss: 4.513779 [2020-11-14 02:40:35,948][root][INFO] - mean neg_ratio: 0.732959 [2020-11-14 02:40:35,948][root][INFO] - mean obj_acc: 0.937152 [2020-11-14 02:40:35,948][root][INFO] - mean objectness_loss: 0.047535 [2020-11-14 02:40:35,948][root][INFO] - mean pos_ratio: 0.137366 [2020-11-14 02:40:35,948][root][INFO] - mean sem_cls_loss: 0.208445 [2020-11-14 02:40:35,949][root][INFO] - mean size_cls_loss: 0.208267 [2020-11-14 02:40:35,949][root][INFO] - mean size_reg_loss: 0.021037 [2020-11-14 02:40:35,949][root][INFO] - mean vote_loss: 0.209722 [2020-11-14 02:41:28,035][root][INFO] - ---- batch: 060 ---- [2020-11-14 02:41:28,040][root][INFO] - mean box_loss: 0.167465 [2020-11-14 02:41:28,041][root][INFO] - mean center_loss: 0.032579 [2020-11-14 02:41:28,041][root][INFO] - mean heading_cls_loss: 0.604854 [2020-11-14 02:41:28,041][root][INFO] - mean heading_reg_loss: 0.039692 [2020-11-14 02:41:28,041][root][INFO] - mean loss: 3.984641 [2020-11-14 02:41:28,041][root][INFO] - mean neg_ratio: 0.727533 [2020-11-14 02:41:28,041][root][INFO] - mean obj_acc: 0.955119 [2020-11-14 02:41:28,041][root][INFO] - mean objectness_loss: 0.040756 [2020-11-14 02:41:28,041][root][INFO] - mean pos_ratio: 0.154517 [2020-11-14 02:41:28,041][root][INFO] - mean sem_cls_loss: 0.164646 [2020-11-14 02:41:28,041][root][INFO] - mean size_cls_loss: 0.164623 [2020-11-14 02:41:28,042][root][INFO] - mean size_reg_loss: 0.018247 [2020-11-14 02:41:28,042][root][INFO] - mean vote_loss: 0.194156 [2020-11-14 02:42:18,296][root][INFO] - ---- batch: 070 ---- [2020-11-14 02:42:18,302][root][INFO] - mean box_loss: 0.174109 [2020-11-14 02:42:18,303][root][INFO] - mean center_loss: 0.032488 [2020-11-14 02:42:18,303][root][INFO] - mean heading_cls_loss: 0.656910 [2020-11-14 02:42:18,303][root][INFO] - mean heading_reg_loss: 0.037921 [2020-11-14 02:42:18,303][root][INFO] - mean loss: 4.212945 [2020-11-14 02:42:18,303][root][INFO] - mean neg_ratio: 0.729993 [2020-11-14 02:42:18,303][root][INFO] - mean obj_acc: 0.951869 [2020-11-14 02:42:18,303][root][INFO] - mean objectness_loss: 0.042235 [2020-11-14 02:42:18,303][root][INFO] - mean pos_ratio: 0.147778 [2020-11-14 02:42:18,304][root][INFO] - mean sem_cls_loss: 0.184879 [2020-11-14 02:42:18,304][root][INFO] - mean size_cls_loss: 0.185709 [2020-11-14 02:42:18,304][root][INFO] - mean size_reg_loss: 0.019438 [2020-11-14 02:42:18,304][root][INFO] - mean vote_loss: 0.207580 [2020-11-14 02:43:06,733][root][INFO] - ---- batch: 080 ---- [2020-11-14 02:43:06,739][root][INFO] - mean box_loss: 0.186781 [2020-11-14 02:43:06,740][root][INFO] - mean center_loss: 0.035692 [2020-11-14 02:43:06,740][root][INFO] - mean heading_cls_loss: 0.645891 [2020-11-14 02:43:06,740][root][INFO] - mean heading_reg_loss: 0.046745 [2020-11-14 02:43:06,741][root][INFO] - mean loss: 4.316679 [2020-11-14 02:43:06,741][root][INFO] - mean neg_ratio: 0.720258 [2020-11-14 02:43:06,741][root][INFO] - mean obj_acc: 0.952517 [2020-11-14 02:43:06,741][root][INFO] - mean objectness_loss: 0.040689 [2020-11-14 02:43:06,741][root][INFO] - mean pos_ratio: 0.148657 [2020-11-14 02:43:06,741][root][INFO] - mean sem_cls_loss: 0.156771 [2020-11-14 02:43:06,741][root][INFO] - mean size_cls_loss: 0.156758 [2020-11-14 02:43:06,741][root][INFO] - mean size_reg_loss: 0.024079 [2020-11-14 02:43:06,741][root][INFO] - mean vote_loss: 0.208865 [2020-11-14 02:43:19,759][root][INFO] - Eval batch: 0 [2020-11-14 02:43:21,573][root][INFO] - Eval batch: 10 [2020-11-14 02:43:23,447][root][INFO] - Eval batch: 20 [2020-11-14 02:43:25,204][root][INFO] - Eval batch: 30 [2020-11-14 02:43:27,091][root][INFO] - Eval batch: 40 [2020-11-14 02:43:28,933][root][INFO] - Eval batch: 50 [2020-11-14 02:43:30,733][root][INFO] - Eval batch: 60 [2020-11-14 02:43:32,575][root][INFO] - Eval batch: 70 [2020-11-14 02:43:34,349][root][INFO] - 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Eval batch: 4940 [2020-11-14 02:58:26,635][root][INFO] - Eval batch: 4950 [2020-11-14 02:58:28,436][root][INFO] - Eval batch: 4960 [2020-11-14 02:58:30,313][root][INFO] - Eval batch: 4970 [2020-11-14 02:58:32,150][root][INFO] - Eval batch: 4980 [2020-11-14 02:58:33,938][root][INFO] - Eval batch: 4990 [2020-11-14 02:58:35,719][root][INFO] - Eval batch: 5000 [2020-11-14 02:58:37,521][root][INFO] - Eval batch: 5010 [2020-11-14 02:58:39,333][root][INFO] - Eval batch: 5020 [2020-11-14 02:58:41,122][root][INFO] - Eval batch: 5030 [2020-11-14 02:58:42,975][root][INFO] - Eval batch: 5040 [2020-11-14 02:58:44,909][root][INFO] - eval mean box_loss: 0.225888 [2020-11-14 02:58:44,910][root][INFO] - eval mean center_loss: 0.043408 [2020-11-14 02:58:44,910][root][INFO] - eval mean heading_cls_loss: 0.728493 [2020-11-14 02:58:44,911][root][INFO] - eval mean heading_reg_loss: 0.039257 [2020-11-14 02:58:44,911][root][INFO] - eval mean loss: 5.475378 [2020-11-14 02:58:44,912][root][INFO] - eval mean neg_ratio: 0.699211 [2020-11-14 02:58:44,912][root][INFO] - eval mean obj_acc: 0.922600 [2020-11-14 02:58:44,912][root][INFO] - eval mean objectness_loss: 0.086824 [2020-11-14 02:58:44,913][root][INFO] - eval mean pos_ratio: 0.158703 [2020-11-14 02:58:44,913][root][INFO] - eval mean sem_cls_loss: 0.467440 [2020-11-14 02:58:44,914][root][INFO] - eval mean size_cls_loss: 0.466615 [2020-11-14 02:58:44,914][root][INFO] - eval mean size_reg_loss: 0.023712 [2020-11-14 02:58:44,914][root][INFO] - eval mean vote_loss: 0.231493 [2020-11-14 02:59:38,810][root][INFO] - eval bed Average Precision: 0.541892 [2020-11-14 02:59:38,811][root][INFO] - eval table Average Precision: 0.192238 [2020-11-14 02:59:38,811][root][INFO] - eval sofa Average Precision: 0.528288 [2020-11-14 02:59:38,812][root][INFO] - eval chair Average Precision: 0.533646 [2020-11-14 02:59:38,812][root][INFO] - eval toilet Average Precision: 0.618336 [2020-11-14 02:59:38,812][root][INFO] - eval desk Average Precision: 0.065755 [2020-11-14 02:59:38,812][root][INFO] - eval dresser Average Precision: 0.146072 [2020-11-14 02:59:38,812][root][INFO] - eval night_stand Average Precision: 0.390977 [2020-11-14 02:59:38,812][root][INFO] - eval bookshelf Average Precision: 0.086302 [2020-11-14 02:59:38,812][root][INFO] - eval bathtub Average Precision: 0.393260 [2020-11-14 02:59:38,812][root][INFO] - eval mAP: 0.349677 [2020-11-14 02:59:38,812][root][INFO] - eval bed Recall: 0.664825 [2020-11-14 02:59:38,812][root][INFO] - eval table Recall: 0.411043 [2020-11-14 02:59:38,812][root][INFO] - eval sofa Recall: 0.669797 [2020-11-14 02:59:38,812][root][INFO] - eval chair Recall: 0.651346 [2020-11-14 02:59:38,812][root][INFO] - eval toilet Recall: 0.708609 [2020-11-14 02:59:38,813][root][INFO] - eval desk Recall: 0.289720 [2020-11-14 02:59:38,813][root][INFO] - eval dresser Recall: 0.421296 [2020-11-14 02:59:38,813][root][INFO] - eval night_stand Recall: 0.586614 [2020-11-14 02:59:38,813][root][INFO] - eval bookshelf Recall: 0.204013 [2020-11-14 02:59:38,813][root][INFO] - eval bathtub Recall: 0.519231 [2020-11-14 02:59:38,813][root][INFO] - eval AR: 0.512649 [2020-11-14 02:59:38,814][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 02:59:40,181][root][INFO] - **** EPOCH 145 **** [2020-11-14 02:59:40,182][root][INFO] - Current learning rate: 0.000010 [2020-11-14 02:59:40,183][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 02:59:40,183][root][INFO] - 2020-11-14 02:59:40.183095 [2020-11-14 03:00:36,898][root][INFO] - ---- batch: 010 ---- [2020-11-14 03:00:36,903][root][INFO] - mean box_loss: 0.176957 [2020-11-14 03:00:36,904][root][INFO] - mean center_loss: 0.033010 [2020-11-14 03:00:36,904][root][INFO] - mean heading_cls_loss: 0.650712 [2020-11-14 03:00:36,904][root][INFO] - mean heading_reg_loss: 0.042222 [2020-11-14 03:00:36,904][root][INFO] - mean loss: 4.181101 [2020-11-14 03:00:36,904][root][INFO] - mean neg_ratio: 0.725549 [2020-11-14 03:00:36,904][root][INFO] - mean obj_acc: 0.951148 [2020-11-14 03:00:36,904][root][INFO] - mean objectness_loss: 0.043224 [2020-11-14 03:00:36,904][root][INFO] - mean pos_ratio: 0.154309 [2020-11-14 03:00:36,904][root][INFO] - mean sem_cls_loss: 0.163632 [2020-11-14 03:00:36,904][root][INFO] - mean size_cls_loss: 0.163404 [2020-11-14 03:00:36,904][root][INFO] - mean size_reg_loss: 0.020312 [2020-11-14 03:00:36,904][root][INFO] - mean vote_loss: 0.203178 [2020-11-14 03:01:27,646][root][INFO] - ---- batch: 020 ---- [2020-11-14 03:01:27,651][root][INFO] - mean box_loss: 0.175093 [2020-11-14 03:01:27,651][root][INFO] - mean center_loss: 0.031509 [2020-11-14 03:01:27,651][root][INFO] - mean heading_cls_loss: 0.657853 [2020-11-14 03:01:27,651][root][INFO] - mean heading_reg_loss: 0.039886 [2020-11-14 03:01:27,651][root][INFO] - mean loss: 4.178532 [2020-11-14 03:01:27,651][root][INFO] - mean neg_ratio: 0.710883 [2020-11-14 03:01:27,651][root][INFO] - mean obj_acc: 0.947901 [2020-11-14 03:01:27,651][root][INFO] - mean objectness_loss: 0.046177 [2020-11-14 03:01:27,651][root][INFO] - mean pos_ratio: 0.155511 [2020-11-14 03:01:27,651][root][INFO] - mean sem_cls_loss: 0.152044 [2020-11-14 03:01:27,651][root][INFO] - mean size_cls_loss: 0.151816 [2020-11-14 03:01:27,651][root][INFO] - mean size_reg_loss: 0.022731 [2020-11-14 03:01:27,652][root][INFO] - mean vote_loss: 0.204467 [2020-11-14 03:02:18,829][root][INFO] - ---- batch: 030 ---- [2020-11-14 03:02:18,833][root][INFO] - mean box_loss: 0.178244 [2020-11-14 03:02:18,834][root][INFO] - mean center_loss: 0.032739 [2020-11-14 03:02:18,834][root][INFO] - mean heading_cls_loss: 0.631385 [2020-11-14 03:02:18,834][root][INFO] - mean heading_reg_loss: 0.040063 [2020-11-14 03:02:18,834][root][INFO] - mean loss: 4.406798 [2020-11-14 03:02:18,834][root][INFO] - mean neg_ratio: 0.719910 [2020-11-14 03:02:18,834][root][INFO] - mean obj_acc: 0.949299 [2020-11-14 03:02:18,834][root][INFO] - mean objectness_loss: 0.045272 [2020-11-14 03:02:18,834][root][INFO] - mean pos_ratio: 0.152551 [2020-11-14 03:02:18,834][root][INFO] - mean sem_cls_loss: 0.191458 [2020-11-14 03:02:18,834][root][INFO] - mean size_cls_loss: 0.191535 [2020-11-14 03:02:18,834][root][INFO] - mean size_reg_loss: 0.023150 [2020-11-14 03:02:18,834][root][INFO] - mean vote_loss: 0.220654 [2020-11-14 03:03:10,562][root][INFO] - ---- batch: 040 ---- [2020-11-14 03:03:10,568][root][INFO] - mean box_loss: 0.175240 [2020-11-14 03:03:10,568][root][INFO] - mean center_loss: 0.029458 [2020-11-14 03:03:10,568][root][INFO] - mean heading_cls_loss: 0.641238 [2020-11-14 03:03:10,568][root][INFO] - mean heading_reg_loss: 0.041036 [2020-11-14 03:03:10,568][root][INFO] - mean loss: 4.283803 [2020-11-14 03:03:10,568][root][INFO] - mean neg_ratio: 0.729980 [2020-11-14 03:03:10,568][root][INFO] - mean obj_acc: 0.946444 [2020-11-14 03:03:10,568][root][INFO] - mean objectness_loss: 0.045062 [2020-11-14 03:03:10,568][root][INFO] - mean pos_ratio: 0.146796 [2020-11-14 03:03:10,568][root][INFO] - mean sem_cls_loss: 0.178037 [2020-11-14 03:03:10,568][root][INFO] - mean size_cls_loss: 0.178596 [2020-11-14 03:03:10,568][root][INFO] - mean size_reg_loss: 0.022763 [2020-11-14 03:03:10,568][root][INFO] - mean vote_loss: 0.212805 [2020-11-14 03:04:00,072][root][INFO] - ---- batch: 050 ---- [2020-11-14 03:04:00,077][root][INFO] - mean box_loss: 0.159874 [2020-11-14 03:04:00,077][root][INFO] - mean center_loss: 0.029711 [2020-11-14 03:04:00,077][root][INFO] - mean heading_cls_loss: 0.576865 [2020-11-14 03:04:00,077][root][INFO] - mean heading_reg_loss: 0.038596 [2020-11-14 03:04:00,077][root][INFO] - mean loss: 3.881258 [2020-11-14 03:04:00,077][root][INFO] - mean neg_ratio: 0.739215 [2020-11-14 03:04:00,077][root][INFO] - mean obj_acc: 0.952063 [2020-11-14 03:04:00,077][root][INFO] - mean objectness_loss: 0.038696 [2020-11-14 03:04:00,077][root][INFO] - mean pos_ratio: 0.147742 [2020-11-14 03:04:00,077][root][INFO] - mean sem_cls_loss: 0.145447 [2020-11-14 03:04:00,077][root][INFO] - mean size_cls_loss: 0.145401 [2020-11-14 03:04:00,078][root][INFO] - mean size_reg_loss: 0.019340 [2020-11-14 03:04:00,078][root][INFO] - mean vote_loss: 0.194359 [2020-11-14 03:04:52,137][root][INFO] - ---- batch: 060 ---- [2020-11-14 03:04:52,144][root][INFO] - mean box_loss: 0.184190 [2020-11-14 03:04:52,145][root][INFO] - mean center_loss: 0.034851 [2020-11-14 03:04:52,146][root][INFO] - mean heading_cls_loss: 0.658390 [2020-11-14 03:04:52,146][root][INFO] - mean heading_reg_loss: 0.043804 [2020-11-14 03:04:52,146][root][INFO] - mean loss: 4.325954 [2020-11-14 03:04:52,146][root][INFO] - mean neg_ratio: 0.738647 [2020-11-14 03:04:52,146][root][INFO] - mean obj_acc: 0.945350 [2020-11-14 03:04:52,146][root][INFO] - mean objectness_loss: 0.043013 [2020-11-14 03:04:52,146][root][INFO] - mean pos_ratio: 0.141943 [2020-11-14 03:04:52,146][root][INFO] - mean sem_cls_loss: 0.184555 [2020-11-14 03:04:52,146][root][INFO] - mean size_cls_loss: 0.184204 [2020-11-14 03:04:52,146][root][INFO] - mean size_reg_loss: 0.021275 [2020-11-14 03:04:52,146][root][INFO] - mean vote_loss: 0.208443 [2020-11-14 03:05:41,670][root][INFO] - ---- batch: 070 ---- [2020-11-14 03:05:41,678][root][INFO] - mean box_loss: 0.166823 [2020-11-14 03:05:41,678][root][INFO] - mean center_loss: 0.028652 [2020-11-14 03:05:41,678][root][INFO] - mean heading_cls_loss: 0.639290 [2020-11-14 03:05:41,679][root][INFO] - mean heading_reg_loss: 0.040578 [2020-11-14 03:05:41,679][root][INFO] - mean loss: 3.997895 [2020-11-14 03:05:41,679][root][INFO] - mean neg_ratio: 0.735223 [2020-11-14 03:05:41,679][root][INFO] - mean obj_acc: 0.942366 [2020-11-14 03:05:41,679][root][INFO] - mean objectness_loss: 0.043661 [2020-11-14 03:05:41,679][root][INFO] - mean pos_ratio: 0.145612 [2020-11-14 03:05:41,679][root][INFO] - mean sem_cls_loss: 0.165834 [2020-11-14 03:05:41,679][root][INFO] - mean size_cls_loss: 0.166072 [2020-11-14 03:05:41,679][root][INFO] - mean size_reg_loss: 0.017056 [2020-11-14 03:05:41,679][root][INFO] - mean vote_loss: 0.194553 [2020-11-14 03:06:31,067][root][INFO] - ---- batch: 080 ---- [2020-11-14 03:06:31,074][root][INFO] - mean box_loss: 0.178770 [2020-11-14 03:06:31,075][root][INFO] - mean center_loss: 0.040717 [2020-11-14 03:06:31,075][root][INFO] - mean heading_cls_loss: 0.640414 [2020-11-14 03:06:31,075][root][INFO] - mean heading_reg_loss: 0.035614 [2020-11-14 03:06:31,076][root][INFO] - mean loss: 4.271346 [2020-11-14 03:06:31,076][root][INFO] - mean neg_ratio: 0.719678 [2020-11-14 03:06:31,076][root][INFO] - mean obj_acc: 0.954909 [2020-11-14 03:06:31,076][root][INFO] - mean objectness_loss: 0.040311 [2020-11-14 03:06:31,076][root][INFO] - mean pos_ratio: 0.151727 [2020-11-14 03:06:31,076][root][INFO] - mean sem_cls_loss: 0.179799 [2020-11-14 03:06:31,076][root][INFO] - mean size_cls_loss: 0.179970 [2020-11-14 03:06:31,076][root][INFO] - mean size_reg_loss: 0.020401 [2020-11-14 03:06:31,076][root][INFO] - mean vote_loss: 0.210229 [2020-11-14 03:06:44,832][root][INFO] - **** EPOCH 146 **** [2020-11-14 03:06:44,836][root][INFO] - Current learning rate: 0.000010 [2020-11-14 03:06:44,836][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 03:06:44,836][root][INFO] - 2020-11-14 03:06:44.836345 [2020-11-14 03:07:41,990][root][INFO] - ---- batch: 010 ---- [2020-11-14 03:07:41,995][root][INFO] - mean box_loss: 0.181452 [2020-11-14 03:07:41,995][root][INFO] - mean center_loss: 0.030049 [2020-11-14 03:07:41,995][root][INFO] - mean heading_cls_loss: 0.680664 [2020-11-14 03:07:41,995][root][INFO] - mean heading_reg_loss: 0.041907 [2020-11-14 03:07:41,995][root][INFO] - mean loss: 4.127974 [2020-11-14 03:07:41,995][root][INFO] - mean neg_ratio: 0.724188 [2020-11-14 03:07:41,995][root][INFO] - mean obj_acc: 0.949694 [2020-11-14 03:07:41,995][root][INFO] - mean objectness_loss: 0.042007 [2020-11-14 03:07:41,995][root][INFO] - mean pos_ratio: 0.150781 [2020-11-14 03:07:41,995][root][INFO] - mean sem_cls_loss: 0.174781 [2020-11-14 03:07:41,995][root][INFO] - mean size_cls_loss: 0.174926 [2020-11-14 03:07:41,995][root][INFO] - mean size_reg_loss: 0.023937 [2020-11-14 03:07:41,995][root][INFO] - mean vote_loss: 0.192864 [2020-11-14 03:08:33,319][root][INFO] - ---- batch: 020 ---- [2020-11-14 03:08:33,324][root][INFO] - mean box_loss: 0.184803 [2020-11-14 03:08:33,324][root][INFO] - mean center_loss: 0.033609 [2020-11-14 03:08:33,324][root][INFO] - mean heading_cls_loss: 0.654542 [2020-11-14 03:08:33,324][root][INFO] - mean heading_reg_loss: 0.044505 [2020-11-14 03:08:33,324][root][INFO] - mean loss: 4.363916 [2020-11-14 03:08:33,324][root][INFO] - mean neg_ratio: 0.742725 [2020-11-14 03:08:33,324][root][INFO] - mean obj_acc: 0.947659 [2020-11-14 03:08:33,325][root][INFO] - mean objectness_loss: 0.040212 [2020-11-14 03:08:33,325][root][INFO] - mean pos_ratio: 0.139386 [2020-11-14 03:08:33,325][root][INFO] - mean sem_cls_loss: 0.168124 [2020-11-14 03:08:33,325][root][INFO] - mean size_cls_loss: 0.168582 [2020-11-14 03:08:33,325][root][INFO] - mean size_reg_loss: 0.024376 [2020-11-14 03:08:33,325][root][INFO] - mean vote_loss: 0.214670 [2020-11-14 03:09:25,211][root][INFO] - ---- batch: 030 ---- [2020-11-14 03:09:25,216][root][INFO] - mean box_loss: 0.171904 [2020-11-14 03:09:25,216][root][INFO] - mean center_loss: 0.031088 [2020-11-14 03:09:25,216][root][INFO] - mean heading_cls_loss: 0.611623 [2020-11-14 03:09:25,216][root][INFO] - mean heading_reg_loss: 0.039309 [2020-11-14 03:09:25,216][root][INFO] - mean loss: 4.220625 [2020-11-14 03:09:25,216][root][INFO] - mean neg_ratio: 0.730170 [2020-11-14 03:09:25,216][root][INFO] - mean obj_acc: 0.946624 [2020-11-14 03:09:25,217][root][INFO] - mean objectness_loss: 0.043979 [2020-11-14 03:09:25,217][root][INFO] - mean pos_ratio: 0.144476 [2020-11-14 03:09:25,217][root][INFO] - mean sem_cls_loss: 0.182197 [2020-11-14 03:09:25,217][root][INFO] - mean size_cls_loss: 0.182391 [2020-11-14 03:09:25,217][root][INFO] - mean size_reg_loss: 0.022105 [2020-11-14 03:09:25,217][root][INFO] - mean vote_loss: 0.209950 [2020-11-14 03:10:14,618][root][INFO] - ---- batch: 040 ---- [2020-11-14 03:10:14,623][root][INFO] - mean box_loss: 0.167699 [2020-11-14 03:10:14,623][root][INFO] - mean center_loss: 0.026680 [2020-11-14 03:10:14,623][root][INFO] - mean heading_cls_loss: 0.634323 [2020-11-14 03:10:14,623][root][INFO] - mean heading_reg_loss: 0.040546 [2020-11-14 03:10:14,623][root][INFO] - mean loss: 4.030403 [2020-11-14 03:10:14,623][root][INFO] - mean neg_ratio: 0.722888 [2020-11-14 03:10:14,623][root][INFO] - mean obj_acc: 0.948694 [2020-11-14 03:10:14,623][root][INFO] - mean objectness_loss: 0.044027 [2020-11-14 03:10:14,623][root][INFO] - mean pos_ratio: 0.158704 [2020-11-14 03:10:14,623][root][INFO] - mean sem_cls_loss: 0.180119 [2020-11-14 03:10:14,623][root][INFO] - mean size_cls_loss: 0.179875 [2020-11-14 03:10:14,623][root][INFO] - mean size_reg_loss: 0.019054 [2020-11-14 03:10:14,623][root][INFO] - mean vote_loss: 0.195315 [2020-11-14 03:11:07,481][root][INFO] - ---- batch: 050 ---- [2020-11-14 03:11:07,486][root][INFO] - mean box_loss: 0.180463 [2020-11-14 03:11:07,486][root][INFO] - mean center_loss: 0.033412 [2020-11-14 03:11:07,486][root][INFO] - mean heading_cls_loss: 0.679069 [2020-11-14 03:11:07,486][root][INFO] - mean heading_reg_loss: 0.042360 [2020-11-14 03:11:07,486][root][INFO] - mean loss: 4.317805 [2020-11-14 03:11:07,486][root][INFO] - mean neg_ratio: 0.730334 [2020-11-14 03:11:07,486][root][INFO] - mean obj_acc: 0.954524 [2020-11-14 03:11:07,487][root][INFO] - mean objectness_loss: 0.037837 [2020-11-14 03:11:07,487][root][INFO] - mean pos_ratio: 0.147375 [2020-11-14 03:11:07,487][root][INFO] - mean sem_cls_loss: 0.177891 [2020-11-14 03:11:07,487][root][INFO] - mean size_cls_loss: 0.177252 [2020-11-14 03:11:07,487][root][INFO] - mean size_reg_loss: 0.019060 [2020-11-14 03:11:07,487][root][INFO] - mean vote_loss: 0.214610 [2020-11-14 03:12:00,156][root][INFO] - ---- batch: 060 ---- [2020-11-14 03:12:00,161][root][INFO] - mean box_loss: 0.191751 [2020-11-14 03:12:00,163][root][INFO] - mean center_loss: 0.036460 [2020-11-14 03:12:00,163][root][INFO] - mean heading_cls_loss: 0.706915 [2020-11-14 03:12:00,163][root][INFO] - mean heading_reg_loss: 0.045478 [2020-11-14 03:12:00,163][root][INFO] - mean loss: 4.565488 [2020-11-14 03:12:00,163][root][INFO] - mean neg_ratio: 0.723077 [2020-11-14 03:12:00,163][root][INFO] - mean obj_acc: 0.947848 [2020-11-14 03:12:00,163][root][INFO] - mean objectness_loss: 0.046697 [2020-11-14 03:12:00,163][root][INFO] - mean pos_ratio: 0.149091 [2020-11-14 03:12:00,163][root][INFO] - mean sem_cls_loss: 0.168125 [2020-11-14 03:12:00,163][root][INFO] - mean size_cls_loss: 0.168436 [2020-11-14 03:12:00,163][root][INFO] - mean size_reg_loss: 0.022278 [2020-11-14 03:12:00,163][root][INFO] - mean vote_loss: 0.224637 [2020-11-14 03:12:49,664][root][INFO] - ---- batch: 070 ---- [2020-11-14 03:12:49,670][root][INFO] - mean box_loss: 0.175506 [2020-11-14 03:12:49,670][root][INFO] - mean center_loss: 0.029743 [2020-11-14 03:12:49,670][root][INFO] - mean heading_cls_loss: 0.666889 [2020-11-14 03:12:49,670][root][INFO] - mean heading_reg_loss: 0.042486 [2020-11-14 03:12:49,671][root][INFO] - mean loss: 4.075224 [2020-11-14 03:12:49,671][root][INFO] - mean neg_ratio: 0.710522 [2020-11-14 03:12:49,671][root][INFO] - mean obj_acc: 0.952880 [2020-11-14 03:12:49,671][root][INFO] - mean objectness_loss: 0.044698 [2020-11-14 03:12:49,671][root][INFO] - mean pos_ratio: 0.159717 [2020-11-14 03:12:49,671][root][INFO] - mean sem_cls_loss: 0.171621 [2020-11-14 03:12:49,671][root][INFO] - mean size_cls_loss: 0.171225 [2020-11-14 03:12:49,671][root][INFO] - mean size_reg_loss: 0.019465 [2020-11-14 03:12:49,671][root][INFO] - mean vote_loss: 0.192505 [2020-11-14 03:13:37,727][root][INFO] - ---- batch: 080 ---- [2020-11-14 03:13:37,733][root][INFO] - mean box_loss: 0.171892 [2020-11-14 03:13:37,733][root][INFO] - mean center_loss: 0.036574 [2020-11-14 03:13:37,733][root][INFO] - mean heading_cls_loss: 0.604346 [2020-11-14 03:13:37,734][root][INFO] - mean heading_reg_loss: 0.040156 [2020-11-14 03:13:37,734][root][INFO] - mean loss: 4.128594 [2020-11-14 03:13:37,734][root][INFO] - mean neg_ratio: 0.723395 [2020-11-14 03:13:37,734][root][INFO] - mean obj_acc: 0.950251 [2020-11-14 03:13:37,734][root][INFO] - mean objectness_loss: 0.042384 [2020-11-14 03:13:37,734][root][INFO] - mean pos_ratio: 0.154016 [2020-11-14 03:13:37,734][root][INFO] - mean sem_cls_loss: 0.159500 [2020-11-14 03:13:37,734][root][INFO] - mean size_cls_loss: 0.159332 [2020-11-14 03:13:37,734][root][INFO] - mean size_reg_loss: 0.018795 [2020-11-14 03:13:37,734][root][INFO] - mean vote_loss: 0.203825 [2020-11-14 03:13:50,644][root][INFO] - **** EPOCH 147 **** [2020-11-14 03:13:50,645][root][INFO] - Current learning rate: 0.000010 [2020-11-14 03:13:50,645][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 03:13:50,645][root][INFO] - 2020-11-14 03:13:50.645972 [2020-11-14 03:14:44,956][root][INFO] - ---- batch: 010 ---- [2020-11-14 03:14:44,964][root][INFO] - mean box_loss: 0.171520 [2020-11-14 03:14:44,964][root][INFO] - mean center_loss: 0.031302 [2020-11-14 03:14:44,964][root][INFO] - mean heading_cls_loss: 0.628758 [2020-11-14 03:14:44,964][root][INFO] - mean heading_reg_loss: 0.041067 [2020-11-14 03:14:44,964][root][INFO] - mean loss: 4.283154 [2020-11-14 03:14:44,964][root][INFO] - mean neg_ratio: 0.712292 [2020-11-14 03:14:44,964][root][INFO] - mean obj_acc: 0.948648 [2020-11-14 03:14:44,964][root][INFO] - mean objectness_loss: 0.046749 [2020-11-14 03:14:44,964][root][INFO] - mean pos_ratio: 0.159839 [2020-11-14 03:14:44,964][root][INFO] - mean sem_cls_loss: 0.171968 [2020-11-14 03:14:44,964][root][INFO] - mean size_cls_loss: 0.172093 [2020-11-14 03:14:44,964][root][INFO] - mean size_reg_loss: 0.019066 [2020-11-14 03:14:44,964][root][INFO] - mean vote_loss: 0.216224 [2020-11-14 03:15:36,660][root][INFO] - ---- batch: 020 ---- [2020-11-14 03:15:36,664][root][INFO] - mean box_loss: 0.179430 [2020-11-14 03:15:36,664][root][INFO] - mean center_loss: 0.034757 [2020-11-14 03:15:36,664][root][INFO] - mean heading_cls_loss: 0.661112 [2020-11-14 03:15:36,664][root][INFO] - mean heading_reg_loss: 0.042428 [2020-11-14 03:15:36,664][root][INFO] - mean loss: 4.139389 [2020-11-14 03:15:36,664][root][INFO] - mean neg_ratio: 0.725055 [2020-11-14 03:15:36,664][root][INFO] - mean obj_acc: 0.949234 [2020-11-14 03:15:36,664][root][INFO] - mean objectness_loss: 0.043950 [2020-11-14 03:15:36,664][root][INFO] - mean pos_ratio: 0.146436 [2020-11-14 03:15:36,664][root][INFO] - mean sem_cls_loss: 0.156828 [2020-11-14 03:15:36,664][root][INFO] - mean size_cls_loss: 0.157662 [2020-11-14 03:15:36,664][root][INFO] - mean size_reg_loss: 0.020368 [2020-11-14 03:15:36,664][root][INFO] - mean vote_loss: 0.196851 [2020-11-14 03:16:28,572][root][INFO] - ---- batch: 030 ---- [2020-11-14 03:16:28,577][root][INFO] - mean box_loss: 0.184012 [2020-11-14 03:16:28,577][root][INFO] - mean center_loss: 0.030998 [2020-11-14 03:16:28,577][root][INFO] - mean heading_cls_loss: 0.716066 [2020-11-14 03:16:28,577][root][INFO] - mean heading_reg_loss: 0.040446 [2020-11-14 03:16:28,577][root][INFO] - mean loss: 4.386249 [2020-11-14 03:16:28,577][root][INFO] - mean neg_ratio: 0.730322 [2020-11-14 03:16:28,577][root][INFO] - mean obj_acc: 0.949394 [2020-11-14 03:16:28,577][root][INFO] - mean objectness_loss: 0.043550 [2020-11-14 03:16:28,577][root][INFO] - mean pos_ratio: 0.144202 [2020-11-14 03:16:28,577][root][INFO] - mean sem_cls_loss: 0.202870 [2020-11-14 03:16:28,577][root][INFO] - mean size_cls_loss: 0.202490 [2020-11-14 03:16:28,577][root][INFO] - mean size_reg_loss: 0.020711 [2020-11-14 03:16:28,577][root][INFO] - mean vote_loss: 0.212551 [2020-11-14 03:17:20,149][root][INFO] - ---- batch: 040 ---- [2020-11-14 03:17:20,154][root][INFO] - mean box_loss: 0.174540 [2020-11-14 03:17:20,155][root][INFO] - mean center_loss: 0.034669 [2020-11-14 03:17:20,155][root][INFO] - mean heading_cls_loss: 0.619402 [2020-11-14 03:17:20,156][root][INFO] - mean heading_reg_loss: 0.039379 [2020-11-14 03:17:20,156][root][INFO] - mean loss: 4.282749 [2020-11-14 03:17:20,156][root][INFO] - mean neg_ratio: 0.730640 [2020-11-14 03:17:20,156][root][INFO] - mean obj_acc: 0.943362 [2020-11-14 03:17:20,156][root][INFO] - mean objectness_loss: 0.046641 [2020-11-14 03:17:20,156][root][INFO] - mean pos_ratio: 0.149591 [2020-11-14 03:17:20,156][root][INFO] - mean sem_cls_loss: 0.161263 [2020-11-14 03:17:20,156][root][INFO] - mean size_cls_loss: 0.161639 [2020-11-14 03:17:20,156][root][INFO] - mean size_reg_loss: 0.022387 [2020-11-14 03:17:20,156][root][INFO] - mean vote_loss: 0.214288 [2020-11-14 03:18:11,766][root][INFO] - ---- batch: 050 ---- [2020-11-14 03:18:11,770][root][INFO] - mean box_loss: 0.182886 [2020-11-14 03:18:11,771][root][INFO] - mean center_loss: 0.033989 [2020-11-14 03:18:11,771][root][INFO] - mean heading_cls_loss: 0.672666 [2020-11-14 03:18:11,771][root][INFO] - mean heading_reg_loss: 0.043899 [2020-11-14 03:18:11,771][root][INFO] - mean loss: 4.273821 [2020-11-14 03:18:11,771][root][INFO] - mean neg_ratio: 0.730756 [2020-11-14 03:18:11,771][root][INFO] - mean obj_acc: 0.955219 [2020-11-14 03:18:11,771][root][INFO] - mean objectness_loss: 0.037923 [2020-11-14 03:18:11,771][root][INFO] - mean pos_ratio: 0.147540 [2020-11-14 03:18:11,771][root][INFO] - mean sem_cls_loss: 0.166731 [2020-11-14 03:18:11,771][root][INFO] - mean size_cls_loss: 0.166428 [2020-11-14 03:18:11,771][root][INFO] - mean size_reg_loss: 0.021089 [2020-11-14 03:18:11,771][root][INFO] - mean vote_loss: 0.208862 [2020-11-14 03:19:02,607][root][INFO] - ---- batch: 060 ---- [2020-11-14 03:19:02,612][root][INFO] - mean box_loss: 0.174643 [2020-11-14 03:19:02,613][root][INFO] - mean center_loss: 0.031720 [2020-11-14 03:19:02,613][root][INFO] - mean heading_cls_loss: 0.639601 [2020-11-14 03:19:02,613][root][INFO] - mean heading_reg_loss: 0.042803 [2020-11-14 03:19:02,613][root][INFO] - mean loss: 4.215826 [2020-11-14 03:19:02,613][root][INFO] - mean neg_ratio: 0.734540 [2020-11-14 03:19:02,613][root][INFO] - mean obj_acc: 0.947847 [2020-11-14 03:19:02,613][root][INFO] - mean objectness_loss: 0.042647 [2020-11-14 03:19:02,613][root][INFO] - mean pos_ratio: 0.144873 [2020-11-14 03:19:02,613][root][INFO] - mean sem_cls_loss: 0.162186 [2020-11-14 03:19:02,613][root][INFO] - mean size_cls_loss: 0.162500 [2020-11-14 03:19:02,613][root][INFO] - mean size_reg_loss: 0.019911 [2020-11-14 03:19:02,613][root][INFO] - mean vote_loss: 0.209397 [2020-11-14 03:19:51,632][root][INFO] - ---- batch: 070 ---- [2020-11-14 03:19:51,638][root][INFO] - mean box_loss: 0.179178 [2020-11-14 03:19:51,638][root][INFO] - mean center_loss: 0.031467 [2020-11-14 03:19:51,638][root][INFO] - mean heading_cls_loss: 0.687540 [2020-11-14 03:19:51,638][root][INFO] - mean heading_reg_loss: 0.043203 [2020-11-14 03:19:51,638][root][INFO] - mean loss: 4.109017 [2020-11-14 03:19:51,639][root][INFO] - mean neg_ratio: 0.713110 [2020-11-14 03:19:51,639][root][INFO] - mean obj_acc: 0.948529 [2020-11-14 03:19:51,639][root][INFO] - mean objectness_loss: 0.047351 [2020-11-14 03:19:51,639][root][INFO] - mean pos_ratio: 0.158282 [2020-11-14 03:19:51,639][root][INFO] - mean sem_cls_loss: 0.158123 [2020-11-14 03:19:51,639][root][INFO] - mean size_cls_loss: 0.158375 [2020-11-14 03:19:51,639][root][INFO] - mean size_reg_loss: 0.019916 [2020-11-14 03:19:51,639][root][INFO] - mean vote_loss: 0.192236 [2020-11-14 03:20:42,077][root][INFO] - ---- batch: 080 ---- [2020-11-14 03:20:42,084][root][INFO] - mean box_loss: 0.175803 [2020-11-14 03:20:42,084][root][INFO] - mean center_loss: 0.032610 [2020-11-14 03:20:42,084][root][INFO] - mean heading_cls_loss: 0.672729 [2020-11-14 03:20:42,084][root][INFO] - mean heading_reg_loss: 0.035559 [2020-11-14 03:20:42,084][root][INFO] - mean loss: 4.117715 [2020-11-14 03:20:42,085][root][INFO] - mean neg_ratio: 0.741724 [2020-11-14 03:20:42,085][root][INFO] - mean obj_acc: 0.950416 [2020-11-14 03:20:42,085][root][INFO] - mean objectness_loss: 0.038676 [2020-11-14 03:20:42,085][root][INFO] - mean pos_ratio: 0.142938 [2020-11-14 03:20:42,085][root][INFO] - mean sem_cls_loss: 0.192695 [2020-11-14 03:20:42,085][root][INFO] - mean size_cls_loss: 0.192337 [2020-11-14 03:20:42,085][root][INFO] - mean size_reg_loss: 0.021127 [2020-11-14 03:20:42,085][root][INFO] - mean vote_loss: 0.197361 [2020-11-14 03:20:55,497][root][INFO] - **** EPOCH 148 **** [2020-11-14 03:20:55,498][root][INFO] - Current learning rate: 0.000010 [2020-11-14 03:20:55,499][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 03:20:55,499][root][INFO] - 2020-11-14 03:20:55.499121 [2020-11-14 03:21:52,157][root][INFO] - ---- batch: 010 ---- [2020-11-14 03:21:52,162][root][INFO] - mean box_loss: 0.182465 [2020-11-14 03:21:52,162][root][INFO] - mean center_loss: 0.030127 [2020-11-14 03:21:52,162][root][INFO] - mean heading_cls_loss: 0.712015 [2020-11-14 03:21:52,162][root][INFO] - mean heading_reg_loss: 0.045226 [2020-11-14 03:21:52,162][root][INFO] - mean loss: 4.190244 [2020-11-14 03:21:52,162][root][INFO] - mean neg_ratio: 0.734155 [2020-11-14 03:21:52,162][root][INFO] - mean obj_acc: 0.947107 [2020-11-14 03:21:52,162][root][INFO] - mean objectness_loss: 0.040757 [2020-11-14 03:21:52,162][root][INFO] - mean pos_ratio: 0.143188 [2020-11-14 03:21:52,162][root][INFO] - mean sem_cls_loss: 0.183389 [2020-11-14 03:21:52,162][root][INFO] - mean size_cls_loss: 0.183364 [2020-11-14 03:21:52,162][root][INFO] - mean size_reg_loss: 0.017575 [2020-11-14 03:21:52,162][root][INFO] - mean vote_loss: 0.197842 [2020-11-14 03:22:42,009][root][INFO] - ---- batch: 020 ---- [2020-11-14 03:22:42,014][root][INFO] - mean box_loss: 0.184731 [2020-11-14 03:22:42,014][root][INFO] - mean center_loss: 0.032856 [2020-11-14 03:22:42,014][root][INFO] - mean heading_cls_loss: 0.666413 [2020-11-14 03:22:42,014][root][INFO] - mean heading_reg_loss: 0.044607 [2020-11-14 03:22:42,014][root][INFO] - mean loss: 4.278067 [2020-11-14 03:22:42,014][root][INFO] - mean neg_ratio: 0.724408 [2020-11-14 03:22:42,014][root][INFO] - mean obj_acc: 0.949346 [2020-11-14 03:22:42,014][root][INFO] - mean objectness_loss: 0.043442 [2020-11-14 03:22:42,014][root][INFO] - mean pos_ratio: 0.144934 [2020-11-14 03:22:42,014][root][INFO] - mean sem_cls_loss: 0.204021 [2020-11-14 03:22:42,015][root][INFO] - mean size_cls_loss: 0.204502 [2020-11-14 03:22:42,015][root][INFO] - mean size_reg_loss: 0.020177 [2020-11-14 03:22:42,015][root][INFO] - mean vote_loss: 0.200953 [2020-11-14 03:23:32,299][root][INFO] - ---- batch: 030 ---- [2020-11-14 03:23:32,303][root][INFO] - mean box_loss: 0.177524 [2020-11-14 03:23:32,303][root][INFO] - mean center_loss: 0.032481 [2020-11-14 03:23:32,303][root][INFO] - mean heading_cls_loss: 0.668959 [2020-11-14 03:23:32,303][root][INFO] - mean heading_reg_loss: 0.042996 [2020-11-14 03:23:32,303][root][INFO] - mean loss: 4.090678 [2020-11-14 03:23:32,303][root][INFO] - mean neg_ratio: 0.714594 [2020-11-14 03:23:32,303][root][INFO] - mean obj_acc: 0.956385 [2020-11-14 03:23:32,303][root][INFO] - mean objectness_loss: 0.040880 [2020-11-14 03:23:32,303][root][INFO] - mean pos_ratio: 0.161206 [2020-11-14 03:23:32,303][root][INFO] - mean sem_cls_loss: 0.142907 [2020-11-14 03:23:32,304][root][INFO] - mean size_cls_loss: 0.142483 [2020-11-14 03:23:32,304][root][INFO] - mean size_reg_loss: 0.020904 [2020-11-14 03:23:32,304][root][INFO] - mean vote_loss: 0.196812 [2020-11-14 03:24:24,406][root][INFO] - ---- batch: 040 ---- [2020-11-14 03:24:24,410][root][INFO] - mean box_loss: 0.171263 [2020-11-14 03:24:24,410][root][INFO] - mean center_loss: 0.029812 [2020-11-14 03:24:24,410][root][INFO] - mean heading_cls_loss: 0.575179 [2020-11-14 03:24:24,411][root][INFO] - mean heading_reg_loss: 0.044363 [2020-11-14 03:24:24,411][root][INFO] - mean loss: 4.160892 [2020-11-14 03:24:24,411][root][INFO] - mean neg_ratio: 0.730627 [2020-11-14 03:24:24,411][root][INFO] - mean obj_acc: 0.946391 [2020-11-14 03:24:24,411][root][INFO] - mean objectness_loss: 0.043210 [2020-11-14 03:24:24,411][root][INFO] - mean pos_ratio: 0.147510 [2020-11-14 03:24:24,411][root][INFO] - mean sem_cls_loss: 0.192525 [2020-11-14 03:24:24,411][root][INFO] - mean size_cls_loss: 0.192964 [2020-11-14 03:24:24,411][root][INFO] - mean size_reg_loss: 0.020273 [2020-11-14 03:24:24,411][root][INFO] - mean vote_loss: 0.203969 [2020-11-14 03:25:16,495][root][INFO] - ---- batch: 050 ---- [2020-11-14 03:25:16,500][root][INFO] - mean box_loss: 0.182511 [2020-11-14 03:25:16,501][root][INFO] - mean center_loss: 0.031694 [2020-11-14 03:25:16,501][root][INFO] - mean heading_cls_loss: 0.678716 [2020-11-14 03:25:16,501][root][INFO] - mean heading_reg_loss: 0.038347 [2020-11-14 03:25:16,501][root][INFO] - mean loss: 4.514478 [2020-11-14 03:25:16,501][root][INFO] - mean neg_ratio: 0.719104 [2020-11-14 03:25:16,501][root][INFO] - mean obj_acc: 0.953645 [2020-11-14 03:25:16,501][root][INFO] - mean objectness_loss: 0.043034 [2020-11-14 03:25:16,501][root][INFO] - mean pos_ratio: 0.153638 [2020-11-14 03:25:16,501][root][INFO] - mean sem_cls_loss: 0.206656 [2020-11-14 03:25:16,501][root][INFO] - mean size_cls_loss: 0.207049 [2020-11-14 03:25:16,502][root][INFO] - mean size_reg_loss: 0.023893 [2020-11-14 03:25:16,502][root][INFO] - mean vote_loss: 0.226755 [2020-11-14 03:26:08,207][root][INFO] - ---- batch: 060 ---- [2020-11-14 03:26:08,211][root][INFO] - mean box_loss: 0.168899 [2020-11-14 03:26:08,212][root][INFO] - mean center_loss: 0.032411 [2020-11-14 03:26:08,213][root][INFO] - mean heading_cls_loss: 0.595086 [2020-11-14 03:26:08,213][root][INFO] - mean heading_reg_loss: 0.040490 [2020-11-14 03:26:08,213][root][INFO] - mean loss: 4.112823 [2020-11-14 03:26:08,213][root][INFO] - mean neg_ratio: 0.741748 [2020-11-14 03:26:08,213][root][INFO] - mean obj_acc: 0.950420 [2020-11-14 03:26:08,213][root][INFO] - mean objectness_loss: 0.038372 [2020-11-14 03:26:08,213][root][INFO] - mean pos_ratio: 0.140564 [2020-11-14 03:26:08,213][root][INFO] - mean sem_cls_loss: 0.162031 [2020-11-14 03:26:08,213][root][INFO] - mean size_cls_loss: 0.162220 [2020-11-14 03:26:08,213][root][INFO] - mean size_reg_loss: 0.020267 [2020-11-14 03:26:08,213][root][INFO] - mean vote_loss: 0.206994 [2020-11-14 03:26:58,541][root][INFO] - ---- batch: 070 ---- [2020-11-14 03:26:58,752][root][INFO] - mean box_loss: 0.186507 [2020-11-14 03:26:58,753][root][INFO] - mean center_loss: 0.037727 [2020-11-14 03:26:58,753][root][INFO] - mean heading_cls_loss: 0.641614 [2020-11-14 03:26:58,753][root][INFO] - mean heading_reg_loss: 0.046011 [2020-11-14 03:26:58,753][root][INFO] - mean loss: 4.407181 [2020-11-14 03:26:58,754][root][INFO] - mean neg_ratio: 0.733051 [2020-11-14 03:26:58,754][root][INFO] - mean obj_acc: 0.947825 [2020-11-14 03:26:58,754][root][INFO] - mean objectness_loss: 0.042321 [2020-11-14 03:26:58,754][root][INFO] - mean pos_ratio: 0.145160 [2020-11-14 03:26:58,754][root][INFO] - mean sem_cls_loss: 0.190662 [2020-11-14 03:26:58,754][root][INFO] - mean size_cls_loss: 0.189992 [2020-11-14 03:26:58,754][root][INFO] - mean size_reg_loss: 0.019609 [2020-11-14 03:26:58,754][root][INFO] - mean vote_loss: 0.213984 [2020-11-14 03:27:47,533][root][INFO] - ---- batch: 080 ---- [2020-11-14 03:27:47,539][root][INFO] - mean box_loss: 0.173640 [2020-11-14 03:27:47,541][root][INFO] - mean center_loss: 0.033272 [2020-11-14 03:27:47,541][root][INFO] - mean heading_cls_loss: 0.647978 [2020-11-14 03:27:47,541][root][INFO] - mean heading_reg_loss: 0.037678 [2020-11-14 03:27:47,541][root][INFO] - mean loss: 4.187240 [2020-11-14 03:27:47,541][root][INFO] - mean neg_ratio: 0.699274 [2020-11-14 03:27:47,541][root][INFO] - mean obj_acc: 0.951831 [2020-11-14 03:27:47,541][root][INFO] - mean objectness_loss: 0.048720 [2020-11-14 03:27:47,541][root][INFO] - mean pos_ratio: 0.163696 [2020-11-14 03:27:47,541][root][INFO] - mean sem_cls_loss: 0.170748 [2020-11-14 03:27:47,541][root][INFO] - mean size_cls_loss: 0.170635 [2020-11-14 03:27:47,541][root][INFO] - mean size_reg_loss: 0.020828 [2020-11-14 03:27:47,542][root][INFO] - mean vote_loss: 0.203649 [2020-11-14 03:28:00,708][root][INFO] - **** EPOCH 149 **** [2020-11-14 03:28:00,710][root][INFO] - Current learning rate: 0.000010 [2020-11-14 03:28:00,711][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 03:28:00,711][root][INFO] - 2020-11-14 03:28:00.711099 [2020-11-14 03:28:55,573][root][INFO] - ---- batch: 010 ---- [2020-11-14 03:28:55,578][root][INFO] - mean box_loss: 0.175985 [2020-11-14 03:28:55,578][root][INFO] - mean center_loss: 0.033119 [2020-11-14 03:28:55,578][root][INFO] - mean heading_cls_loss: 0.643043 [2020-11-14 03:28:55,578][root][INFO] - mean heading_reg_loss: 0.041148 [2020-11-14 03:28:55,578][root][INFO] - mean loss: 4.335444 [2020-11-14 03:28:55,578][root][INFO] - mean neg_ratio: 0.708978 [2020-11-14 03:28:55,578][root][INFO] - mean obj_acc: 0.956037 [2020-11-14 03:28:55,578][root][INFO] - mean objectness_loss: 0.042885 [2020-11-14 03:28:55,578][root][INFO] - mean pos_ratio: 0.160968 [2020-11-14 03:28:55,578][root][INFO] - mean sem_cls_loss: 0.183955 [2020-11-14 03:28:55,579][root][INFO] - mean size_cls_loss: 0.183871 [2020-11-14 03:28:55,579][root][INFO] - mean size_reg_loss: 0.019026 [2020-11-14 03:28:55,579][root][INFO] - mean vote_loss: 0.217722 [2020-11-14 03:29:46,423][root][INFO] - ---- batch: 020 ---- [2020-11-14 03:29:46,428][root][INFO] - mean box_loss: 0.170226 [2020-11-14 03:29:46,428][root][INFO] - mean center_loss: 0.031637 [2020-11-14 03:29:46,428][root][INFO] - mean heading_cls_loss: 0.640889 [2020-11-14 03:29:46,428][root][INFO] - mean heading_reg_loss: 0.039772 [2020-11-14 03:29:46,428][root][INFO] - mean loss: 4.053783 [2020-11-14 03:29:46,428][root][INFO] - mean neg_ratio: 0.709711 [2020-11-14 03:29:46,428][root][INFO] - mean obj_acc: 0.954300 [2020-11-14 03:29:46,428][root][INFO] - mean objectness_loss: 0.040441 [2020-11-14 03:29:46,428][root][INFO] - mean pos_ratio: 0.161847 [2020-11-14 03:29:46,428][root][INFO] - mean sem_cls_loss: 0.158178 [2020-11-14 03:29:46,428][root][INFO] - mean size_cls_loss: 0.158565 [2020-11-14 03:29:46,428][root][INFO] - mean size_reg_loss: 0.018872 [2020-11-14 03:29:46,428][root][INFO] - mean vote_loss: 0.199113 [2020-11-14 03:30:38,089][root][INFO] - ---- batch: 030 ---- [2020-11-14 03:30:38,094][root][INFO] - mean box_loss: 0.181209 [2020-11-14 03:30:38,094][root][INFO] - mean center_loss: 0.031071 [2020-11-14 03:30:38,094][root][INFO] - mean heading_cls_loss: 0.668231 [2020-11-14 03:30:38,094][root][INFO] - mean heading_reg_loss: 0.043906 [2020-11-14 03:30:38,094][root][INFO] - mean loss: 4.306090 [2020-11-14 03:30:38,094][root][INFO] - mean neg_ratio: 0.735693 [2020-11-14 03:30:38,094][root][INFO] - mean obj_acc: 0.948716 [2020-11-14 03:30:38,094][root][INFO] - mean objectness_loss: 0.041200 [2020-11-14 03:30:38,094][root][INFO] - mean pos_ratio: 0.138519 [2020-11-14 03:30:38,094][root][INFO] - mean sem_cls_loss: 0.176592 [2020-11-14 03:30:38,094][root][INFO] - mean size_cls_loss: 0.176401 [2020-11-14 03:30:38,094][root][INFO] - mean size_reg_loss: 0.021768 [2020-11-14 03:30:38,094][root][INFO] - mean vote_loss: 0.211141 [2020-11-14 03:31:30,763][root][INFO] - ---- batch: 040 ---- [2020-11-14 03:31:30,767][root][INFO] - mean box_loss: 0.189322 [2020-11-14 03:31:30,767][root][INFO] - mean center_loss: 0.035932 [2020-11-14 03:31:30,767][root][INFO] - mean heading_cls_loss: 0.666572 [2020-11-14 03:31:30,767][root][INFO] - mean heading_reg_loss: 0.045247 [2020-11-14 03:31:30,767][root][INFO] - mean loss: 4.458318 [2020-11-14 03:31:30,767][root][INFO] - mean neg_ratio: 0.742188 [2020-11-14 03:31:30,767][root][INFO] - mean obj_acc: 0.944477 [2020-11-14 03:31:30,767][root][INFO] - mean objectness_loss: 0.043742 [2020-11-14 03:31:30,767][root][INFO] - mean pos_ratio: 0.139783 [2020-11-14 03:31:30,767][root][INFO] - mean sem_cls_loss: 0.206658 [2020-11-14 03:31:30,768][root][INFO] - mean size_cls_loss: 0.206488 [2020-11-14 03:31:30,768][root][INFO] - mean size_reg_loss: 0.020837 [2020-11-14 03:31:30,768][root][INFO] - mean vote_loss: 0.213973 [2020-11-14 03:32:22,071][root][INFO] - ---- batch: 050 ---- [2020-11-14 03:32:22,077][root][INFO] - mean box_loss: 0.167577 [2020-11-14 03:32:22,078][root][INFO] - mean center_loss: 0.030439 [2020-11-14 03:32:22,078][root][INFO] - mean heading_cls_loss: 0.591252 [2020-11-14 03:32:22,078][root][INFO] - mean heading_reg_loss: 0.041478 [2020-11-14 03:32:22,078][root][INFO] - mean loss: 4.006601 [2020-11-14 03:32:22,078][root][INFO] - mean neg_ratio: 0.714240 [2020-11-14 03:32:22,078][root][INFO] - mean obj_acc: 0.957726 [2020-11-14 03:32:22,078][root][INFO] - mean objectness_loss: 0.039851 [2020-11-14 03:32:22,078][root][INFO] - mean pos_ratio: 0.158466 [2020-11-14 03:32:22,078][root][INFO] - mean sem_cls_loss: 0.154717 [2020-11-14 03:32:22,078][root][INFO] - mean size_cls_loss: 0.154724 [2020-11-14 03:32:22,078][root][INFO] - mean size_reg_loss: 0.021063 [2020-11-14 03:32:22,078][root][INFO] - mean vote_loss: 0.197686 [2020-11-14 03:33:11,984][root][INFO] - ---- batch: 060 ---- [2020-11-14 03:33:11,989][root][INFO] - mean box_loss: 0.173698 [2020-11-14 03:33:11,990][root][INFO] - mean center_loss: 0.029418 [2020-11-14 03:33:11,990][root][INFO] - mean heading_cls_loss: 0.671528 [2020-11-14 03:33:11,990][root][INFO] - mean heading_reg_loss: 0.040101 [2020-11-14 03:33:11,990][root][INFO] - mean loss: 4.126840 [2020-11-14 03:33:11,990][root][INFO] - mean neg_ratio: 0.711768 [2020-11-14 03:33:11,990][root][INFO] - mean obj_acc: 0.950483 [2020-11-14 03:33:11,990][root][INFO] - mean objectness_loss: 0.042651 [2020-11-14 03:33:11,990][root][INFO] - mean pos_ratio: 0.159058 [2020-11-14 03:33:11,990][root][INFO] - mean sem_cls_loss: 0.162830 [2020-11-14 03:33:11,990][root][INFO] - mean size_cls_loss: 0.163217 [2020-11-14 03:33:11,991][root][INFO] - mean size_reg_loss: 0.020705 [2020-11-14 03:33:11,991][root][INFO] - mean vote_loss: 0.201377 [2020-11-14 03:34:01,808][root][INFO] - ---- batch: 070 ---- [2020-11-14 03:34:01,815][root][INFO] - mean box_loss: 0.177401 [2020-11-14 03:34:01,815][root][INFO] - mean center_loss: 0.034556 [2020-11-14 03:34:01,815][root][INFO] - mean heading_cls_loss: 0.641593 [2020-11-14 03:34:01,816][root][INFO] - mean heading_reg_loss: 0.041733 [2020-11-14 03:34:01,816][root][INFO] - mean loss: 4.199517 [2020-11-14 03:34:01,816][root][INFO] - mean neg_ratio: 0.739612 [2020-11-14 03:34:01,816][root][INFO] - mean obj_acc: 0.945366 [2020-11-14 03:34:01,816][root][INFO] - mean objectness_loss: 0.047426 [2020-11-14 03:34:01,816][root][INFO] - mean pos_ratio: 0.143414 [2020-11-14 03:34:01,816][root][INFO] - mean sem_cls_loss: 0.166152 [2020-11-14 03:34:01,816][root][INFO] - mean size_cls_loss: 0.166208 [2020-11-14 03:34:01,816][root][INFO] - mean size_reg_loss: 0.020332 [2020-11-14 03:34:01,816][root][INFO] - mean vote_loss: 0.202222 [2020-11-14 03:34:52,197][root][INFO] - ---- batch: 080 ---- [2020-11-14 03:34:52,203][root][INFO] - mean box_loss: 0.179453 [2020-11-14 03:34:52,203][root][INFO] - mean center_loss: 0.031400 [2020-11-14 03:34:52,203][root][INFO] - mean heading_cls_loss: 0.669502 [2020-11-14 03:34:52,203][root][INFO] - mean heading_reg_loss: 0.039722 [2020-11-14 03:34:52,204][root][INFO] - mean loss: 4.225315 [2020-11-14 03:34:52,204][root][INFO] - mean neg_ratio: 0.745459 [2020-11-14 03:34:52,204][root][INFO] - mean obj_acc: 0.952369 [2020-11-14 03:34:52,204][root][INFO] - mean objectness_loss: 0.038063 [2020-11-14 03:34:52,204][root][INFO] - mean pos_ratio: 0.138037 [2020-11-14 03:34:52,204][root][INFO] - mean sem_cls_loss: 0.181383 [2020-11-14 03:34:52,204][root][INFO] - mean size_cls_loss: 0.181245 [2020-11-14 03:34:52,204][root][INFO] - mean size_reg_loss: 0.023256 [2020-11-14 03:34:52,204][root][INFO] - mean vote_loss: 0.205909 [2020-11-14 03:35:04,587][root][INFO] - Eval batch: 0 [2020-11-14 03:35:06,394][root][INFO] - Eval batch: 10 [2020-11-14 03:35:08,169][root][INFO] - Eval batch: 20 [2020-11-14 03:35:10,016][root][INFO] - Eval batch: 30 [2020-11-14 03:35:11,849][root][INFO] - Eval batch: 40 [2020-11-14 03:35:13,680][root][INFO] - Eval batch: 50 [2020-11-14 03:35:15,536][root][INFO] - Eval batch: 60 [2020-11-14 03:35:17,349][root][INFO] - Eval batch: 70 [2020-11-14 03:35:19,286][root][INFO] - 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Eval batch: 4760 [2020-11-14 03:49:39,244][root][INFO] - Eval batch: 4770 [2020-11-14 03:49:41,153][root][INFO] - Eval batch: 4780 [2020-11-14 03:49:42,991][root][INFO] - Eval batch: 4790 [2020-11-14 03:49:44,890][root][INFO] - Eval batch: 4800 [2020-11-14 03:49:46,682][root][INFO] - Eval batch: 4810 [2020-11-14 03:49:48,537][root][INFO] - Eval batch: 4820 [2020-11-14 03:49:50,345][root][INFO] - Eval batch: 4830 [2020-11-14 03:49:52,056][root][INFO] - Eval batch: 4840 [2020-11-14 03:49:53,889][root][INFO] - Eval batch: 4850 [2020-11-14 03:49:55,712][root][INFO] - Eval batch: 4860 [2020-11-14 03:49:57,588][root][INFO] - Eval batch: 4870 [2020-11-14 03:49:59,413][root][INFO] - Eval batch: 4880 [2020-11-14 03:50:01,225][root][INFO] - Eval batch: 4890 [2020-11-14 03:50:03,089][root][INFO] - Eval batch: 4900 [2020-11-14 03:50:04,961][root][INFO] - Eval batch: 4910 [2020-11-14 03:50:06,747][root][INFO] - Eval batch: 4920 [2020-11-14 03:50:08,604][root][INFO] - Eval batch: 4930 [2020-11-14 03:50:10,448][root][INFO] - Eval batch: 4940 [2020-11-14 03:50:12,206][root][INFO] - Eval batch: 4950 [2020-11-14 03:50:14,134][root][INFO] - Eval batch: 4960 [2020-11-14 03:50:16,009][root][INFO] - Eval batch: 4970 [2020-11-14 03:50:17,727][root][INFO] - Eval batch: 4980 [2020-11-14 03:50:19,538][root][INFO] - Eval batch: 4990 [2020-11-14 03:50:21,367][root][INFO] - Eval batch: 5000 [2020-11-14 03:50:23,219][root][INFO] - Eval batch: 5010 [2020-11-14 03:50:25,035][root][INFO] - Eval batch: 5020 [2020-11-14 03:50:26,887][root][INFO] - Eval batch: 5030 [2020-11-14 03:50:28,730][root][INFO] - Eval batch: 5040 [2020-11-14 03:50:30,589][root][INFO] - eval mean box_loss: 0.224122 [2020-11-14 03:50:30,590][root][INFO] - eval mean center_loss: 0.042145 [2020-11-14 03:50:30,590][root][INFO] - eval mean heading_cls_loss: 0.723258 [2020-11-14 03:50:30,591][root][INFO] - eval mean heading_reg_loss: 0.039579 [2020-11-14 03:50:30,591][root][INFO] - eval mean loss: 5.454020 [2020-11-14 03:50:30,591][root][INFO] - eval mean neg_ratio: 0.699852 [2020-11-14 03:50:30,592][root][INFO] - eval mean obj_acc: 0.922054 [2020-11-14 03:50:30,592][root][INFO] - eval mean objectness_loss: 0.085845 [2020-11-14 03:50:30,593][root][INFO] - eval mean pos_ratio: 0.158886 [2020-11-14 03:50:30,593][root][INFO] - eval mean sem_cls_loss: 0.466679 [2020-11-14 03:50:30,593][root][INFO] - eval mean size_cls_loss: 0.465935 [2020-11-14 03:50:30,594][root][INFO] - eval mean size_reg_loss: 0.023478 [2020-11-14 03:50:30,594][root][INFO] - eval mean vote_loss: 0.231690 [2020-11-14 03:51:24,579][root][INFO] - eval bed Average Precision: 0.529317 [2020-11-14 03:51:24,579][root][INFO] - eval table Average Precision: 0.198038 [2020-11-14 03:51:24,580][root][INFO] - eval sofa Average Precision: 0.523045 [2020-11-14 03:51:24,580][root][INFO] - eval chair Average Precision: 0.528904 [2020-11-14 03:51:24,580][root][INFO] - eval toilet Average Precision: 0.613804 [2020-11-14 03:51:24,580][root][INFO] - eval desk Average Precision: 0.067412 [2020-11-14 03:51:24,580][root][INFO] - eval dresser Average Precision: 0.144851 [2020-11-14 03:51:24,580][root][INFO] - eval night_stand Average Precision: 0.384619 [2020-11-14 03:51:24,580][root][INFO] - eval bookshelf Average Precision: 0.099715 [2020-11-14 03:51:24,580][root][INFO] - eval bathtub Average Precision: 0.442700 [2020-11-14 03:51:24,580][root][INFO] - eval mAP: 0.353240 [2020-11-14 03:51:24,580][root][INFO] - eval bed Recall: 0.661142 [2020-11-14 03:51:24,580][root][INFO] - eval table Recall: 0.427812 [2020-11-14 03:51:24,580][root][INFO] - eval sofa Recall: 0.674491 [2020-11-14 03:51:24,580][root][INFO] - eval chair Recall: 0.648890 [2020-11-14 03:51:24,580][root][INFO] - eval toilet Recall: 0.695364 [2020-11-14 03:51:24,581][root][INFO] - eval desk Recall: 0.287752 [2020-11-14 03:51:24,581][root][INFO] - eval dresser Recall: 0.402778 [2020-11-14 03:51:24,581][root][INFO] - eval night_stand Recall: 0.606299 [2020-11-14 03:51:24,581][root][INFO] - eval bookshelf Recall: 0.224080 [2020-11-14 03:51:24,581][root][INFO] - eval bathtub Recall: 0.596154 [2020-11-14 03:51:24,581][root][INFO] - eval AR: 0.522476 [2020-11-14 03:51:24,582][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 03:51:25,965][root][INFO] - **** EPOCH 150 **** [2020-11-14 03:51:25,966][root][INFO] - Current learning rate: 0.000010 [2020-11-14 03:51:25,966][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 03:51:25,966][root][INFO] - 2020-11-14 03:51:25.966947 [2020-11-14 03:52:21,760][root][INFO] - ---- batch: 010 ---- [2020-11-14 03:52:21,766][root][INFO] - mean box_loss: 0.182701 [2020-11-14 03:52:21,767][root][INFO] - mean center_loss: 0.035490 [2020-11-14 03:52:21,767][root][INFO] - mean heading_cls_loss: 0.673407 [2020-11-14 03:52:21,767][root][INFO] - mean heading_reg_loss: 0.042051 [2020-11-14 03:52:21,767][root][INFO] - mean loss: 4.258175 [2020-11-14 03:52:21,767][root][INFO] - mean neg_ratio: 0.709076 [2020-11-14 03:52:21,767][root][INFO] - mean obj_acc: 0.951258 [2020-11-14 03:52:21,767][root][INFO] - mean objectness_loss: 0.046654 [2020-11-14 03:52:21,767][root][INFO] - mean pos_ratio: 0.160266 [2020-11-14 03:52:21,767][root][INFO] - mean sem_cls_loss: 0.175386 [2020-11-14 03:52:21,767][root][INFO] - mean size_cls_loss: 0.176552 [2020-11-14 03:52:21,767][root][INFO] - mean size_reg_loss: 0.020165 [2020-11-14 03:52:21,767][root][INFO] - mean vote_loss: 0.202251 [2020-11-14 03:53:12,330][root][INFO] - ---- batch: 020 ---- [2020-11-14 03:53:12,335][root][INFO] - mean box_loss: 0.170408 [2020-11-14 03:53:12,335][root][INFO] - mean center_loss: 0.033698 [2020-11-14 03:53:12,335][root][INFO] - mean heading_cls_loss: 0.619110 [2020-11-14 03:53:12,335][root][INFO] - mean heading_reg_loss: 0.036778 [2020-11-14 03:53:12,335][root][INFO] - mean loss: 4.096110 [2020-11-14 03:53:12,336][root][INFO] - mean neg_ratio: 0.729718 [2020-11-14 03:53:12,336][root][INFO] - mean obj_acc: 0.953398 [2020-11-14 03:53:12,336][root][INFO] - mean objectness_loss: 0.040712 [2020-11-14 03:53:12,336][root][INFO] - mean pos_ratio: 0.151801 [2020-11-14 03:53:12,336][root][INFO] - mean sem_cls_loss: 0.169165 [2020-11-14 03:53:12,336][root][INFO] - mean size_cls_loss: 0.168631 [2020-11-14 03:53:12,336][root][INFO] - mean size_reg_loss: 0.021158 [2020-11-14 03:53:12,336][root][INFO] - mean vote_loss: 0.201930 [2020-11-14 03:54:03,345][root][INFO] - ---- batch: 030 ---- [2020-11-14 03:54:03,351][root][INFO] - mean box_loss: 0.178678 [2020-11-14 03:54:03,351][root][INFO] - mean center_loss: 0.031062 [2020-11-14 03:54:03,351][root][INFO] - mean heading_cls_loss: 0.656081 [2020-11-14 03:54:03,351][root][INFO] - mean heading_reg_loss: 0.045881 [2020-11-14 03:54:03,351][root][INFO] - mean loss: 4.270708 [2020-11-14 03:54:03,351][root][INFO] - mean neg_ratio: 0.727563 [2020-11-14 03:54:03,351][root][INFO] - mean obj_acc: 0.946746 [2020-11-14 03:54:03,351][root][INFO] - mean objectness_loss: 0.044513 [2020-11-14 03:54:03,351][root][INFO] - mean pos_ratio: 0.145435 [2020-11-14 03:54:03,351][root][INFO] - mean sem_cls_loss: 0.155969 [2020-11-14 03:54:03,351][root][INFO] - mean size_cls_loss: 0.156058 [2020-11-14 03:54:03,351][root][INFO] - mean size_reg_loss: 0.020521 [2020-11-14 03:54:03,351][root][INFO] - mean vote_loss: 0.210539 [2020-11-14 03:54:53,919][root][INFO] - ---- batch: 040 ---- [2020-11-14 03:54:53,923][root][INFO] - mean box_loss: 0.178204 [2020-11-14 03:54:53,923][root][INFO] - mean center_loss: 0.030956 [2020-11-14 03:54:53,923][root][INFO] - mean heading_cls_loss: 0.679987 [2020-11-14 03:54:53,923][root][INFO] - mean heading_reg_loss: 0.042737 [2020-11-14 03:54:53,923][root][INFO] - mean loss: 4.197071 [2020-11-14 03:54:53,923][root][INFO] - mean neg_ratio: 0.718079 [2020-11-14 03:54:53,923][root][INFO] - mean obj_acc: 0.954990 [2020-11-14 03:54:53,924][root][INFO] - mean objectness_loss: 0.039607 [2020-11-14 03:54:53,924][root][INFO] - mean pos_ratio: 0.155383 [2020-11-14 03:54:53,924][root][INFO] - mean sem_cls_loss: 0.144484 [2020-11-14 03:54:53,924][root][INFO] - mean size_cls_loss: 0.144459 [2020-11-14 03:54:53,924][root][INFO] - mean size_reg_loss: 0.022066 [2020-11-14 03:54:53,924][root][INFO] - mean vote_loss: 0.207251 [2020-11-14 03:55:45,810][root][INFO] - ---- batch: 050 ---- [2020-11-14 03:55:45,814][root][INFO] - mean box_loss: 0.171134 [2020-11-14 03:55:45,815][root][INFO] - mean center_loss: 0.033541 [2020-11-14 03:55:45,815][root][INFO] - mean heading_cls_loss: 0.596200 [2020-11-14 03:55:45,815][root][INFO] - mean heading_reg_loss: 0.040533 [2020-11-14 03:55:45,815][root][INFO] - mean loss: 4.303027 [2020-11-14 03:55:45,815][root][INFO] - mean neg_ratio: 0.742865 [2020-11-14 03:55:45,815][root][INFO] - mean obj_acc: 0.943730 [2020-11-14 03:55:45,815][root][INFO] - mean objectness_loss: 0.044076 [2020-11-14 03:55:45,815][root][INFO] - mean pos_ratio: 0.136249 [2020-11-14 03:55:45,815][root][INFO] - mean sem_cls_loss: 0.179058 [2020-11-14 03:55:45,815][root][INFO] - mean size_cls_loss: 0.179314 [2020-11-14 03:55:45,815][root][INFO] - mean size_reg_loss: 0.019508 [2020-11-14 03:55:45,815][root][INFO] - mean vote_loss: 0.219225 [2020-11-14 03:56:35,267][root][INFO] - ---- batch: 060 ---- [2020-11-14 03:56:35,272][root][INFO] - mean box_loss: 0.177701 [2020-11-14 03:56:35,272][root][INFO] - mean center_loss: 0.028246 [2020-11-14 03:56:35,273][root][INFO] - mean heading_cls_loss: 0.679349 [2020-11-14 03:56:35,273][root][INFO] - mean heading_reg_loss: 0.043578 [2020-11-14 03:56:35,273][root][INFO] - mean loss: 4.107426 [2020-11-14 03:56:35,273][root][INFO] - mean neg_ratio: 0.719409 [2020-11-14 03:56:35,273][root][INFO] - mean obj_acc: 0.952776 [2020-11-14 03:56:35,273][root][INFO] - mean objectness_loss: 0.041996 [2020-11-14 03:56:35,273][root][INFO] - mean pos_ratio: 0.154077 [2020-11-14 03:56:35,273][root][INFO] - mean sem_cls_loss: 0.175455 [2020-11-14 03:56:35,273][root][INFO] - mean size_cls_loss: 0.176201 [2020-11-14 03:56:35,273][root][INFO] - mean size_reg_loss: 0.020321 [2020-11-14 03:56:35,273][root][INFO] - mean vote_loss: 0.194498 [2020-11-14 03:57:24,940][root][INFO] - ---- batch: 070 ---- [2020-11-14 03:57:24,947][root][INFO] - mean box_loss: 0.189648 [2020-11-14 03:57:24,947][root][INFO] - mean center_loss: 0.034517 [2020-11-14 03:57:24,947][root][INFO] - mean heading_cls_loss: 0.643042 [2020-11-14 03:57:24,948][root][INFO] - mean heading_reg_loss: 0.050282 [2020-11-14 03:57:24,948][root][INFO] - mean loss: 4.311375 [2020-11-14 03:57:24,948][root][INFO] - mean neg_ratio: 0.730359 [2020-11-14 03:57:24,948][root][INFO] - mean obj_acc: 0.949121 [2020-11-14 03:57:24,948][root][INFO] - mean objectness_loss: 0.042650 [2020-11-14 03:57:24,948][root][INFO] - mean pos_ratio: 0.142157 [2020-11-14 03:57:24,948][root][INFO] - mean sem_cls_loss: 0.187358 [2020-11-14 03:57:24,948][root][INFO] - mean size_cls_loss: 0.187097 [2020-11-14 03:57:24,948][root][INFO] - mean size_reg_loss: 0.021835 [2020-11-14 03:57:24,948][root][INFO] - mean vote_loss: 0.201428 [2020-11-14 03:58:15,077][root][INFO] - ---- batch: 080 ---- [2020-11-14 03:58:15,084][root][INFO] - mean box_loss: 0.180124 [2020-11-14 03:58:15,084][root][INFO] - mean center_loss: 0.034546 [2020-11-14 03:58:15,084][root][INFO] - mean heading_cls_loss: 0.636646 [2020-11-14 03:58:15,085][root][INFO] - mean heading_reg_loss: 0.043773 [2020-11-14 03:58:15,085][root][INFO] - mean loss: 4.242018 [2020-11-14 03:58:15,085][root][INFO] - mean neg_ratio: 0.725946 [2020-11-14 03:58:15,085][root][INFO] - mean obj_acc: 0.952731 [2020-11-14 03:58:15,085][root][INFO] - mean objectness_loss: 0.042168 [2020-11-14 03:58:15,085][root][INFO] - mean pos_ratio: 0.150500 [2020-11-14 03:58:15,085][root][INFO] - mean sem_cls_loss: 0.175274 [2020-11-14 03:58:15,085][root][INFO] - mean size_cls_loss: 0.174737 [2020-11-14 03:58:15,085][root][INFO] - mean size_reg_loss: 0.020667 [2020-11-14 03:58:15,085][root][INFO] - mean vote_loss: 0.205466 [2020-11-14 03:58:28,815][root][INFO] - **** EPOCH 151 **** [2020-11-14 03:58:28,817][root][INFO] - Current learning rate: 0.000010 [2020-11-14 03:58:28,818][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 03:58:28,818][root][INFO] - 2020-11-14 03:58:28.818103 [2020-11-14 03:59:25,349][root][INFO] - ---- batch: 010 ---- [2020-11-14 03:59:25,355][root][INFO] - mean box_loss: 0.168332 [2020-11-14 03:59:25,355][root][INFO] - mean center_loss: 0.028010 [2020-11-14 03:59:25,355][root][INFO] - mean heading_cls_loss: 0.668951 [2020-11-14 03:59:25,355][root][INFO] - mean heading_reg_loss: 0.039614 [2020-11-14 03:59:25,355][root][INFO] - mean loss: 3.919218 [2020-11-14 03:59:25,355][root][INFO] - mean neg_ratio: 0.738501 [2020-11-14 03:59:25,355][root][INFO] - mean obj_acc: 0.949318 [2020-11-14 03:59:25,355][root][INFO] - mean objectness_loss: 0.040493 [2020-11-14 03:59:25,355][root][INFO] - mean pos_ratio: 0.144617 [2020-11-14 03:59:25,356][root][INFO] - mean sem_cls_loss: 0.140424 [2020-11-14 03:59:25,356][root][INFO] - mean size_cls_loss: 0.140211 [2020-11-14 03:59:25,356][root][INFO] - mean size_reg_loss: 0.019792 [2020-11-14 03:59:25,356][root][INFO] - mean vote_loss: 0.189300 [2020-11-14 04:00:14,546][root][INFO] - ---- batch: 020 ---- [2020-11-14 04:00:14,551][root][INFO] - mean box_loss: 0.169624 [2020-11-14 04:00:14,551][root][INFO] - mean center_loss: 0.030491 [2020-11-14 04:00:14,551][root][INFO] - mean heading_cls_loss: 0.631420 [2020-11-14 04:00:14,551][root][INFO] - mean heading_reg_loss: 0.039197 [2020-11-14 04:00:14,551][root][INFO] - mean loss: 4.215988 [2020-11-14 04:00:14,551][root][INFO] - mean neg_ratio: 0.717755 [2020-11-14 04:00:14,551][root][INFO] - mean obj_acc: 0.950860 [2020-11-14 04:00:14,551][root][INFO] - mean objectness_loss: 0.043131 [2020-11-14 04:00:14,551][root][INFO] - mean pos_ratio: 0.156274 [2020-11-14 04:00:14,551][root][INFO] - mean sem_cls_loss: 0.169904 [2020-11-14 04:00:14,551][root][INFO] - mean size_cls_loss: 0.169909 [2020-11-14 04:00:14,551][root][INFO] - mean size_reg_loss: 0.019803 [2020-11-14 04:00:14,551][root][INFO] - mean vote_loss: 0.213419 [2020-11-14 04:01:06,315][root][INFO] - ---- batch: 030 ---- [2020-11-14 04:01:06,320][root][INFO] - mean box_loss: 0.188283 [2020-11-14 04:01:06,320][root][INFO] - mean center_loss: 0.037888 [2020-11-14 04:01:06,320][root][INFO] - mean heading_cls_loss: 0.691180 [2020-11-14 04:01:06,320][root][INFO] - mean heading_reg_loss: 0.043949 [2020-11-14 04:01:06,320][root][INFO] - mean loss: 4.311927 [2020-11-14 04:01:06,320][root][INFO] - mean neg_ratio: 0.739325 [2020-11-14 04:01:06,320][root][INFO] - mean obj_acc: 0.947673 [2020-11-14 04:01:06,320][root][INFO] - mean objectness_loss: 0.041463 [2020-11-14 04:01:06,320][root][INFO] - mean pos_ratio: 0.141052 [2020-11-14 04:01:06,320][root][INFO] - mean sem_cls_loss: 0.167407 [2020-11-14 04:01:06,320][root][INFO] - mean size_cls_loss: 0.167224 [2020-11-14 04:01:06,320][root][INFO] - mean size_reg_loss: 0.020605 [2020-11-14 04:01:06,321][root][INFO] - mean vote_loss: 0.205438 [2020-11-14 04:01:56,882][root][INFO] - ---- batch: 040 ---- [2020-11-14 04:01:56,887][root][INFO] - mean box_loss: 0.183968 [2020-11-14 04:01:56,887][root][INFO] - mean center_loss: 0.033239 [2020-11-14 04:01:56,888][root][INFO] - mean heading_cls_loss: 0.652471 [2020-11-14 04:01:56,888][root][INFO] - mean heading_reg_loss: 0.043798 [2020-11-14 04:01:56,888][root][INFO] - mean loss: 4.333095 [2020-11-14 04:01:56,888][root][INFO] - mean neg_ratio: 0.715796 [2020-11-14 04:01:56,888][root][INFO] - mean obj_acc: 0.948636 [2020-11-14 04:01:56,888][root][INFO] - mean objectness_loss: 0.044383 [2020-11-14 04:01:56,888][root][INFO] - mean pos_ratio: 0.152838 [2020-11-14 04:01:56,888][root][INFO] - mean sem_cls_loss: 0.173847 [2020-11-14 04:01:56,888][root][INFO] - mean size_cls_loss: 0.174140 [2020-11-14 04:01:56,888][root][INFO] - mean size_reg_loss: 0.024270 [2020-11-14 04:01:56,888][root][INFO] - mean vote_loss: 0.209765 [2020-11-14 04:02:49,577][root][INFO] - ---- batch: 050 ---- [2020-11-14 04:02:49,581][root][INFO] - mean box_loss: 0.188598 [2020-11-14 04:02:49,582][root][INFO] - mean center_loss: 0.032163 [2020-11-14 04:02:49,582][root][INFO] - mean heading_cls_loss: 0.721526 [2020-11-14 04:02:49,582][root][INFO] - mean heading_reg_loss: 0.045092 [2020-11-14 04:02:49,582][root][INFO] - mean loss: 4.453954 [2020-11-14 04:02:49,582][root][INFO] - mean neg_ratio: 0.741357 [2020-11-14 04:02:49,582][root][INFO] - mean obj_acc: 0.943141 [2020-11-14 04:02:49,582][root][INFO] - mean objectness_loss: 0.044173 [2020-11-14 04:02:49,582][root][INFO] - mean pos_ratio: 0.139221 [2020-11-14 04:02:49,582][root][INFO] - mean sem_cls_loss: 0.172916 [2020-11-14 04:02:49,582][root][INFO] - mean size_cls_loss: 0.173304 [2020-11-14 04:02:49,582][root][INFO] - mean size_reg_loss: 0.021860 [2020-11-14 04:02:49,582][root][INFO] - mean vote_loss: 0.217419 [2020-11-14 04:03:40,600][root][INFO] - ---- batch: 060 ---- [2020-11-14 04:03:40,606][root][INFO] - mean box_loss: 0.193343 [2020-11-14 04:03:40,607][root][INFO] - mean center_loss: 0.037182 [2020-11-14 04:03:40,607][root][INFO] - mean heading_cls_loss: 0.698601 [2020-11-14 04:03:40,607][root][INFO] - mean heading_reg_loss: 0.047559 [2020-11-14 04:03:40,607][root][INFO] - mean loss: 4.335137 [2020-11-14 04:03:40,607][root][INFO] - mean neg_ratio: 0.710065 [2020-11-14 04:03:40,607][root][INFO] - mean obj_acc: 0.949792 [2020-11-14 04:03:40,607][root][INFO] - mean objectness_loss: 0.044311 [2020-11-14 04:03:40,607][root][INFO] - mean pos_ratio: 0.159698 [2020-11-14 04:03:40,607][root][INFO] - mean sem_cls_loss: 0.188898 [2020-11-14 04:03:40,607][root][INFO] - mean size_cls_loss: 0.189097 [2020-11-14 04:03:40,607][root][INFO] - mean size_reg_loss: 0.019832 [2020-11-14 04:03:40,607][root][INFO] - mean vote_loss: 0.199125 [2020-11-14 04:04:30,884][root][INFO] - ---- batch: 070 ---- [2020-11-14 04:04:30,891][root][INFO] - mean box_loss: 0.179826 [2020-11-14 04:04:30,891][root][INFO] - mean center_loss: 0.033941 [2020-11-14 04:04:30,892][root][INFO] - mean heading_cls_loss: 0.608973 [2020-11-14 04:04:30,892][root][INFO] - mean heading_reg_loss: 0.043631 [2020-11-14 04:04:30,892][root][INFO] - mean loss: 4.246574 [2020-11-14 04:04:30,892][root][INFO] - mean neg_ratio: 0.725598 [2020-11-14 04:04:30,892][root][INFO] - mean obj_acc: 0.947309 [2020-11-14 04:04:30,892][root][INFO] - mean objectness_loss: 0.042841 [2020-11-14 04:04:30,892][root][INFO] - mean pos_ratio: 0.150909 [2020-11-14 04:04:30,892][root][INFO] - mean sem_cls_loss: 0.177713 [2020-11-14 04:04:30,892][root][INFO] - mean size_cls_loss: 0.178000 [2020-11-14 04:04:30,892][root][INFO] - mean size_reg_loss: 0.023557 [2020-11-14 04:04:30,892][root][INFO] - mean vote_loss: 0.205639 [2020-11-14 04:05:17,987][root][INFO] - ---- batch: 080 ---- [2020-11-14 04:05:17,994][root][INFO] - mean box_loss: 0.176232 [2020-11-14 04:05:17,995][root][INFO] - mean center_loss: 0.031879 [2020-11-14 04:05:17,995][root][INFO] - mean heading_cls_loss: 0.659282 [2020-11-14 04:05:17,995][root][INFO] - mean heading_reg_loss: 0.043184 [2020-11-14 04:05:17,995][root][INFO] - mean loss: 4.131589 [2020-11-14 04:05:17,995][root][INFO] - mean neg_ratio: 0.723273 [2020-11-14 04:05:17,995][root][INFO] - mean obj_acc: 0.951378 [2020-11-14 04:05:17,995][root][INFO] - mean objectness_loss: 0.041749 [2020-11-14 04:05:17,995][root][INFO] - mean pos_ratio: 0.155310 [2020-11-14 04:05:17,996][root][INFO] - mean sem_cls_loss: 0.162217 [2020-11-14 04:05:17,996][root][INFO] - mean size_cls_loss: 0.161547 [2020-11-14 04:05:17,996][root][INFO] - mean size_reg_loss: 0.019086 [2020-11-14 04:05:17,996][root][INFO] - mean vote_loss: 0.199830 [2020-11-14 04:05:31,300][root][INFO] - **** EPOCH 152 **** [2020-11-14 04:05:31,302][root][INFO] - Current learning rate: 0.000010 [2020-11-14 04:05:31,302][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 04:05:31,302][root][INFO] - 2020-11-14 04:05:31.302974 [2020-11-14 04:06:26,873][root][INFO] - ---- batch: 010 ---- [2020-11-14 04:06:26,878][root][INFO] - mean box_loss: 0.182419 [2020-11-14 04:06:26,878][root][INFO] - mean center_loss: 0.034660 [2020-11-14 04:06:26,878][root][INFO] - mean heading_cls_loss: 0.650033 [2020-11-14 04:06:26,878][root][INFO] - mean heading_reg_loss: 0.042318 [2020-11-14 04:06:26,878][root][INFO] - mean loss: 4.277402 [2020-11-14 04:06:26,878][root][INFO] - mean neg_ratio: 0.708905 [2020-11-14 04:06:26,878][root][INFO] - mean obj_acc: 0.952459 [2020-11-14 04:06:26,878][root][INFO] - mean objectness_loss: 0.044418 [2020-11-14 04:06:26,878][root][INFO] - mean pos_ratio: 0.156116 [2020-11-14 04:06:26,878][root][INFO] - mean sem_cls_loss: 0.186627 [2020-11-14 04:06:26,878][root][INFO] - mean size_cls_loss: 0.187026 [2020-11-14 04:06:26,878][root][INFO] - mean size_reg_loss: 0.021735 [2020-11-14 04:06:26,878][root][INFO] - mean vote_loss: 0.204450 [2020-11-14 04:07:17,409][root][INFO] - ---- batch: 020 ---- [2020-11-14 04:07:17,414][root][INFO] - mean box_loss: 0.176578 [2020-11-14 04:07:17,414][root][INFO] - mean center_loss: 0.030850 [2020-11-14 04:07:17,414][root][INFO] - mean heading_cls_loss: 0.674949 [2020-11-14 04:07:17,414][root][INFO] - mean heading_reg_loss: 0.042686 [2020-11-14 04:07:17,414][root][INFO] - mean loss: 4.138157 [2020-11-14 04:07:17,414][root][INFO] - mean neg_ratio: 0.714404 [2020-11-14 04:07:17,414][root][INFO] - mean obj_acc: 0.954545 [2020-11-14 04:07:17,415][root][INFO] - mean objectness_loss: 0.040655 [2020-11-14 04:07:17,415][root][INFO] - mean pos_ratio: 0.158496 [2020-11-14 04:07:17,415][root][INFO] - mean sem_cls_loss: 0.167863 [2020-11-14 04:07:17,415][root][INFO] - mean size_cls_loss: 0.167692 [2020-11-14 04:07:17,415][root][INFO] - mean size_reg_loss: 0.018778 [2020-11-14 04:07:17,415][root][INFO] - mean vote_loss: 0.200124 [2020-11-14 04:08:08,555][root][INFO] - ---- batch: 030 ---- [2020-11-14 04:08:08,559][root][INFO] - mean box_loss: 0.178754 [2020-11-14 04:08:08,559][root][INFO] - mean center_loss: 0.032837 [2020-11-14 04:08:08,559][root][INFO] - mean heading_cls_loss: 0.628429 [2020-11-14 04:08:08,559][root][INFO] - mean heading_reg_loss: 0.045444 [2020-11-14 04:08:08,559][root][INFO] - mean loss: 4.320360 [2020-11-14 04:08:08,559][root][INFO] - mean neg_ratio: 0.738324 [2020-11-14 04:08:08,560][root][INFO] - mean obj_acc: 0.947035 [2020-11-14 04:08:08,560][root][INFO] - mean objectness_loss: 0.041420 [2020-11-14 04:08:08,560][root][INFO] - mean pos_ratio: 0.142969 [2020-11-14 04:08:08,560][root][INFO] - mean sem_cls_loss: 0.160538 [2020-11-14 04:08:08,560][root][INFO] - mean size_cls_loss: 0.160088 [2020-11-14 04:08:08,560][root][INFO] - mean size_reg_loss: 0.021622 [2020-11-14 04:08:08,560][root][INFO] - mean vote_loss: 0.216518 [2020-11-14 04:08:58,544][root][INFO] - ---- batch: 040 ---- [2020-11-14 04:08:58,548][root][INFO] - mean box_loss: 0.177391 [2020-11-14 04:08:58,548][root][INFO] - mean center_loss: 0.030392 [2020-11-14 04:08:58,548][root][INFO] - mean heading_cls_loss: 0.653514 [2020-11-14 04:08:58,549][root][INFO] - mean heading_reg_loss: 0.042283 [2020-11-14 04:08:58,549][root][INFO] - mean loss: 4.231320 [2020-11-14 04:08:58,549][root][INFO] - mean neg_ratio: 0.735010 [2020-11-14 04:08:58,549][root][INFO] - mean obj_acc: 0.951490 [2020-11-14 04:08:58,549][root][INFO] - mean objectness_loss: 0.039733 [2020-11-14 04:08:58,549][root][INFO] - mean pos_ratio: 0.143512 [2020-11-14 04:08:58,549][root][INFO] - mean sem_cls_loss: 0.177650 [2020-11-14 04:08:58,549][root][INFO] - mean size_cls_loss: 0.177416 [2020-11-14 04:08:58,549][root][INFO] - mean size_reg_loss: 0.021622 [2020-11-14 04:08:58,549][root][INFO] - mean vote_loss: 0.208110 [2020-11-14 04:09:50,916][root][INFO] - ---- batch: 050 ---- [2020-11-14 04:09:50,921][root][INFO] - mean box_loss: 0.175764 [2020-11-14 04:09:50,921][root][INFO] - mean center_loss: 0.031486 [2020-11-14 04:09:50,921][root][INFO] - mean heading_cls_loss: 0.632677 [2020-11-14 04:09:50,921][root][INFO] - mean heading_reg_loss: 0.042726 [2020-11-14 04:09:50,921][root][INFO] - mean loss: 4.227892 [2020-11-14 04:09:50,921][root][INFO] - mean neg_ratio: 0.726477 [2020-11-14 04:09:50,921][root][INFO] - mean obj_acc: 0.944994 [2020-11-14 04:09:50,921][root][INFO] - mean objectness_loss: 0.045568 [2020-11-14 04:09:50,921][root][INFO] - mean pos_ratio: 0.146082 [2020-11-14 04:09:50,921][root][INFO] - mean sem_cls_loss: 0.174363 [2020-11-14 04:09:50,921][root][INFO] - mean size_cls_loss: 0.174586 [2020-11-14 04:09:50,921][root][INFO] - mean size_reg_loss: 0.020826 [2020-11-14 04:09:50,921][root][INFO] - mean vote_loss: 0.206805 [2020-11-14 04:10:42,251][root][INFO] - ---- batch: 060 ---- [2020-11-14 04:10:42,257][root][INFO] - mean box_loss: 0.178063 [2020-11-14 04:10:42,257][root][INFO] - mean center_loss: 0.034937 [2020-11-14 04:10:42,257][root][INFO] - mean heading_cls_loss: 0.643256 [2020-11-14 04:10:42,257][root][INFO] - mean heading_reg_loss: 0.040309 [2020-11-14 04:10:42,257][root][INFO] - mean loss: 4.236538 [2020-11-14 04:10:42,257][root][INFO] - mean neg_ratio: 0.718176 [2020-11-14 04:10:42,257][root][INFO] - mean obj_acc: 0.945398 [2020-11-14 04:10:42,257][root][INFO] - mean objectness_loss: 0.048381 [2020-11-14 04:10:42,257][root][INFO] - mean pos_ratio: 0.152783 [2020-11-14 04:10:42,257][root][INFO] - mean sem_cls_loss: 0.176360 [2020-11-14 04:10:42,257][root][INFO] - mean size_cls_loss: 0.176672 [2020-11-14 04:10:42,257][root][INFO] - mean size_reg_loss: 0.020825 [2020-11-14 04:10:42,257][root][INFO] - mean vote_loss: 0.203764 [2020-11-14 04:11:32,800][root][INFO] - ---- batch: 070 ---- [2020-11-14 04:11:32,808][root][INFO] - mean box_loss: 0.183921 [2020-11-14 04:11:32,808][root][INFO] - mean center_loss: 0.042309 [2020-11-14 04:11:32,809][root][INFO] - mean heading_cls_loss: 0.626463 [2020-11-14 04:11:32,809][root][INFO] - mean heading_reg_loss: 0.041739 [2020-11-14 04:11:32,809][root][INFO] - mean loss: 4.361602 [2020-11-14 04:11:32,809][root][INFO] - mean neg_ratio: 0.734430 [2020-11-14 04:11:32,810][root][INFO] - mean obj_acc: 0.942722 [2020-11-14 04:11:32,810][root][INFO] - mean objectness_loss: 0.046956 [2020-11-14 04:11:32,810][root][INFO] - mean pos_ratio: 0.144489 [2020-11-14 04:11:32,810][root][INFO] - mean sem_cls_loss: 0.181475 [2020-11-14 04:11:32,810][root][INFO] - mean size_cls_loss: 0.181127 [2020-11-14 04:11:32,810][root][INFO] - mean size_reg_loss: 0.019114 [2020-11-14 04:11:32,810][root][INFO] - mean vote_loss: 0.210613 [2020-11-14 04:12:20,956][root][INFO] - ---- batch: 080 ---- [2020-11-14 04:12:20,962][root][INFO] - mean box_loss: 0.179374 [2020-11-14 04:12:20,963][root][INFO] - mean center_loss: 0.029060 [2020-11-14 04:12:20,963][root][INFO] - mean heading_cls_loss: 0.716606 [2020-11-14 04:12:20,963][root][INFO] - mean heading_reg_loss: 0.041836 [2020-11-14 04:12:20,963][root][INFO] - mean loss: 4.136670 [2020-11-14 04:12:20,964][root][INFO] - mean neg_ratio: 0.732153 [2020-11-14 04:12:20,964][root][INFO] - mean obj_acc: 0.954456 [2020-11-14 04:12:20,964][root][INFO] - mean objectness_loss: 0.036435 [2020-11-14 04:12:20,964][root][INFO] - mean pos_ratio: 0.144611 [2020-11-14 04:12:20,964][root][INFO] - mean sem_cls_loss: 0.158144 [2020-11-14 04:12:20,964][root][INFO] - mean size_cls_loss: 0.158400 [2020-11-14 04:12:20,964][root][INFO] - mean size_reg_loss: 0.020977 [2020-11-14 04:12:20,964][root][INFO] - mean vote_loss: 0.200261 [2020-11-14 04:12:34,857][root][INFO] - **** EPOCH 153 **** [2020-11-14 04:12:34,860][root][INFO] - Current learning rate: 0.000010 [2020-11-14 04:12:34,860][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 04:12:34,860][root][INFO] - 2020-11-14 04:12:34.860504 [2020-11-14 04:13:29,846][root][INFO] - ---- batch: 010 ---- [2020-11-14 04:13:29,852][root][INFO] - mean box_loss: 0.182929 [2020-11-14 04:13:29,852][root][INFO] - mean center_loss: 0.030563 [2020-11-14 04:13:29,852][root][INFO] - mean heading_cls_loss: 0.687262 [2020-11-14 04:13:29,852][root][INFO] - mean heading_reg_loss: 0.044176 [2020-11-14 04:13:29,852][root][INFO] - mean loss: 4.344834 [2020-11-14 04:13:29,852][root][INFO] - mean neg_ratio: 0.729279 [2020-11-14 04:13:29,852][root][INFO] - mean obj_acc: 0.952425 [2020-11-14 04:13:29,852][root][INFO] - mean objectness_loss: 0.041443 [2020-11-14 04:13:29,852][root][INFO] - mean pos_ratio: 0.151038 [2020-11-14 04:13:29,852][root][INFO] - mean sem_cls_loss: 0.186151 [2020-11-14 04:13:29,852][root][INFO] - mean size_cls_loss: 0.186083 [2020-11-14 04:13:29,852][root][INFO] - mean size_reg_loss: 0.020855 [2020-11-14 04:13:29,852][root][INFO] - mean vote_loss: 0.212218 [2020-11-14 04:14:20,933][root][INFO] - ---- batch: 020 ---- [2020-11-14 04:14:20,938][root][INFO] - mean box_loss: 0.160979 [2020-11-14 04:14:20,938][root][INFO] - mean center_loss: 0.031693 [2020-11-14 04:14:20,938][root][INFO] - mean heading_cls_loss: 0.574508 [2020-11-14 04:14:20,938][root][INFO] - mean heading_reg_loss: 0.038526 [2020-11-14 04:14:20,938][root][INFO] - mean loss: 4.065591 [2020-11-14 04:14:20,938][root][INFO] - mean neg_ratio: 0.720770 [2020-11-14 04:14:20,939][root][INFO] - mean obj_acc: 0.952705 [2020-11-14 04:14:20,939][root][INFO] - mean objectness_loss: 0.040982 [2020-11-14 04:14:20,939][root][INFO] - mean pos_ratio: 0.154425 [2020-11-14 04:14:20,939][root][INFO] - mean sem_cls_loss: 0.148597 [2020-11-14 04:14:20,939][root][INFO] - mean size_cls_loss: 0.148552 [2020-11-14 04:14:20,939][root][INFO] - mean size_reg_loss: 0.018454 [2020-11-14 04:14:20,939][root][INFO] - mean vote_loss: 0.210229 [2020-11-14 04:15:11,598][root][INFO] - ---- batch: 030 ---- [2020-11-14 04:15:11,602][root][INFO] - mean box_loss: 0.181268 [2020-11-14 04:15:11,602][root][INFO] - mean center_loss: 0.029551 [2020-11-14 04:15:11,603][root][INFO] - mean heading_cls_loss: 0.666514 [2020-11-14 04:15:11,603][root][INFO] - mean heading_reg_loss: 0.043749 [2020-11-14 04:15:11,603][root][INFO] - mean loss: 4.243423 [2020-11-14 04:15:11,603][root][INFO] - mean neg_ratio: 0.718665 [2020-11-14 04:15:11,603][root][INFO] - mean obj_acc: 0.949961 [2020-11-14 04:15:11,603][root][INFO] - mean objectness_loss: 0.044593 [2020-11-14 04:15:11,603][root][INFO] - mean pos_ratio: 0.155365 [2020-11-14 04:15:11,603][root][INFO] - mean sem_cls_loss: 0.196767 [2020-11-14 04:15:11,603][root][INFO] - mean size_cls_loss: 0.196998 [2020-11-14 04:15:11,603][root][INFO] - mean size_reg_loss: 0.021617 [2020-11-14 04:15:11,603][root][INFO] - mean vote_loss: 0.201102 [2020-11-14 04:16:03,070][root][INFO] - ---- batch: 040 ---- [2020-11-14 04:16:03,075][root][INFO] - mean box_loss: 0.171963 [2020-11-14 04:16:03,075][root][INFO] - mean center_loss: 0.030850 [2020-11-14 04:16:03,075][root][INFO] - mean heading_cls_loss: 0.635435 [2020-11-14 04:16:03,075][root][INFO] - mean heading_reg_loss: 0.039599 [2020-11-14 04:16:03,075][root][INFO] - mean loss: 4.138046 [2020-11-14 04:16:03,075][root][INFO] - mean neg_ratio: 0.710260 [2020-11-14 04:16:03,075][root][INFO] - mean obj_acc: 0.952635 [2020-11-14 04:16:03,075][root][INFO] - mean objectness_loss: 0.042292 [2020-11-14 04:16:03,075][root][INFO] - mean pos_ratio: 0.159058 [2020-11-14 04:16:03,075][root][INFO] - mean sem_cls_loss: 0.177173 [2020-11-14 04:16:03,075][root][INFO] - mean size_cls_loss: 0.177426 [2020-11-14 04:16:03,075][root][INFO] - mean size_reg_loss: 0.020228 [2020-11-14 04:16:03,075][root][INFO] - mean vote_loss: 0.202978 [2020-11-14 04:16:52,903][root][INFO] - ---- batch: 050 ---- [2020-11-14 04:16:52,907][root][INFO] - mean box_loss: 0.189933 [2020-11-14 04:16:52,908][root][INFO] - mean center_loss: 0.048484 [2020-11-14 04:16:52,908][root][INFO] - mean heading_cls_loss: 0.669806 [2020-11-14 04:16:52,908][root][INFO] - mean heading_reg_loss: 0.039371 [2020-11-14 04:16:52,908][root][INFO] - mean loss: 4.307329 [2020-11-14 04:16:52,908][root][INFO] - mean neg_ratio: 0.728192 [2020-11-14 04:16:52,908][root][INFO] - mean obj_acc: 0.942857 [2020-11-14 04:16:52,908][root][INFO] - mean objectness_loss: 0.046387 [2020-11-14 04:16:52,908][root][INFO] - mean pos_ratio: 0.147308 [2020-11-14 04:16:52,908][root][INFO] - mean sem_cls_loss: 0.158884 [2020-11-14 04:16:52,908][root][INFO] - mean size_cls_loss: 0.158739 [2020-11-14 04:16:52,908][root][INFO] - mean size_reg_loss: 0.019224 [2020-11-14 04:16:52,908][root][INFO] - mean vote_loss: 0.201718 [2020-11-14 04:17:44,277][root][INFO] - ---- batch: 060 ---- [2020-11-14 04:17:44,282][root][INFO] - mean box_loss: 0.166895 [2020-11-14 04:17:44,282][root][INFO] - mean center_loss: 0.034049 [2020-11-14 04:17:44,282][root][INFO] - mean heading_cls_loss: 0.616759 [2020-11-14 04:17:44,283][root][INFO] - mean heading_reg_loss: 0.035409 [2020-11-14 04:17:44,283][root][INFO] - mean loss: 4.024582 [2020-11-14 04:17:44,283][root][INFO] - mean neg_ratio: 0.728796 [2020-11-14 04:17:44,283][root][INFO] - mean obj_acc: 0.952371 [2020-11-14 04:17:44,283][root][INFO] - mean objectness_loss: 0.040506 [2020-11-14 04:17:44,283][root][INFO] - mean pos_ratio: 0.147900 [2020-11-14 04:17:44,283][root][INFO] - mean sem_cls_loss: 0.149625 [2020-11-14 04:17:44,283][root][INFO] - mean size_cls_loss: 0.150285 [2020-11-14 04:17:44,283][root][INFO] - mean size_reg_loss: 0.020732 [2020-11-14 04:17:44,283][root][INFO] - mean vote_loss: 0.200347 [2020-11-14 04:18:35,015][root][INFO] - ---- batch: 070 ---- [2020-11-14 04:18:35,022][root][INFO] - mean box_loss: 0.189123 [2020-11-14 04:18:35,022][root][INFO] - mean center_loss: 0.033440 [2020-11-14 04:18:35,022][root][INFO] - mean heading_cls_loss: 0.764295 [2020-11-14 04:18:35,022][root][INFO] - mean heading_reg_loss: 0.040453 [2020-11-14 04:18:35,023][root][INFO] - mean loss: 4.335601 [2020-11-14 04:18:35,023][root][INFO] - mean neg_ratio: 0.725897 [2020-11-14 04:18:35,023][root][INFO] - mean obj_acc: 0.950340 [2020-11-14 04:18:35,023][root][INFO] - mean objectness_loss: 0.043920 [2020-11-14 04:18:35,023][root][INFO] - mean pos_ratio: 0.150714 [2020-11-14 04:18:35,023][root][INFO] - mean sem_cls_loss: 0.162282 [2020-11-14 04:18:35,023][root][INFO] - mean size_cls_loss: 0.162848 [2020-11-14 04:18:35,023][root][INFO] - mean size_reg_loss: 0.022516 [2020-11-14 04:18:35,023][root][INFO] - mean vote_loss: 0.206249 [2020-11-14 04:19:23,790][root][INFO] - ---- batch: 080 ---- [2020-11-14 04:19:23,796][root][INFO] - mean box_loss: 0.186001 [2020-11-14 04:19:23,797][root][INFO] - mean center_loss: 0.035003 [2020-11-14 04:19:23,798][root][INFO] - mean heading_cls_loss: 0.702423 [2020-11-14 04:19:23,798][root][INFO] - mean heading_reg_loss: 0.043840 [2020-11-14 04:19:23,798][root][INFO] - mean loss: 4.193788 [2020-11-14 04:19:23,798][root][INFO] - mean neg_ratio: 0.738574 [2020-11-14 04:19:23,798][root][INFO] - mean obj_acc: 0.944079 [2020-11-14 04:19:23,798][root][INFO] - mean objectness_loss: 0.043943 [2020-11-14 04:19:23,798][root][INFO] - mean pos_ratio: 0.142206 [2020-11-14 04:19:23,798][root][INFO] - mean sem_cls_loss: 0.169306 [2020-11-14 04:19:23,798][root][INFO] - mean size_cls_loss: 0.169431 [2020-11-14 04:19:23,798][root][INFO] - mean size_reg_loss: 0.019973 [2020-11-14 04:19:23,798][root][INFO] - mean vote_loss: 0.194476 [2020-11-14 04:19:37,796][root][INFO] - **** EPOCH 154 **** [2020-11-14 04:19:37,797][root][INFO] - Current learning rate: 0.000010 [2020-11-14 04:19:37,797][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 04:19:37,798][root][INFO] - 2020-11-14 04:19:37.798018 [2020-11-14 04:20:34,535][root][INFO] - ---- batch: 010 ---- [2020-11-14 04:20:34,540][root][INFO] - mean box_loss: 0.173365 [2020-11-14 04:20:34,540][root][INFO] - mean center_loss: 0.031296 [2020-11-14 04:20:34,540][root][INFO] - mean heading_cls_loss: 0.610870 [2020-11-14 04:20:34,540][root][INFO] - mean heading_reg_loss: 0.044637 [2020-11-14 04:20:34,540][root][INFO] - mean loss: 4.109609 [2020-11-14 04:20:34,540][root][INFO] - mean neg_ratio: 0.724054 [2020-11-14 04:20:34,540][root][INFO] - mean obj_acc: 0.950768 [2020-11-14 04:20:34,540][root][INFO] - mean objectness_loss: 0.043039 [2020-11-14 04:20:34,540][root][INFO] - mean pos_ratio: 0.151196 [2020-11-14 04:20:34,540][root][INFO] - mean sem_cls_loss: 0.174118 [2020-11-14 04:20:34,540][root][INFO] - mean size_cls_loss: 0.173739 [2020-11-14 04:20:34,540][root][INFO] - mean size_reg_loss: 0.018970 [2020-11-14 04:20:34,540][root][INFO] - mean vote_loss: 0.198665 [2020-11-14 04:21:24,519][root][INFO] - ---- batch: 020 ---- [2020-11-14 04:21:24,524][root][INFO] - mean box_loss: 0.183370 [2020-11-14 04:21:24,524][root][INFO] - mean center_loss: 0.031442 [2020-11-14 04:21:24,524][root][INFO] - mean heading_cls_loss: 0.736595 [2020-11-14 04:21:24,524][root][INFO] - mean heading_reg_loss: 0.040152 [2020-11-14 04:21:24,524][root][INFO] - mean loss: 4.299424 [2020-11-14 04:21:24,524][root][INFO] - mean neg_ratio: 0.720453 [2020-11-14 04:21:24,524][root][INFO] - mean obj_acc: 0.955971 [2020-11-14 04:21:24,524][root][INFO] - mean objectness_loss: 0.038145 [2020-11-14 04:21:24,524][root][INFO] - mean pos_ratio: 0.150647 [2020-11-14 04:21:24,524][root][INFO] - mean sem_cls_loss: 0.181971 [2020-11-14 04:21:24,524][root][INFO] - mean size_cls_loss: 0.182088 [2020-11-14 04:21:24,524][root][INFO] - mean size_reg_loss: 0.019907 [2020-11-14 04:21:24,524][root][INFO] - mean vote_loss: 0.209303 [2020-11-14 04:22:15,029][root][INFO] - ---- batch: 030 ---- [2020-11-14 04:22:15,034][root][INFO] - mean box_loss: 0.174692 [2020-11-14 04:22:15,034][root][INFO] - mean center_loss: 0.030722 [2020-11-14 04:22:15,034][root][INFO] - mean heading_cls_loss: 0.633695 [2020-11-14 04:22:15,034][root][INFO] - mean heading_reg_loss: 0.040320 [2020-11-14 04:22:15,034][root][INFO] - mean loss: 4.073949 [2020-11-14 04:22:15,034][root][INFO] - mean neg_ratio: 0.732886 [2020-11-14 04:22:15,035][root][INFO] - mean obj_acc: 0.949852 [2020-11-14 04:22:15,035][root][INFO] - mean objectness_loss: 0.040107 [2020-11-14 04:22:15,035][root][INFO] - mean pos_ratio: 0.151587 [2020-11-14 04:22:15,035][root][INFO] - mean sem_cls_loss: 0.154467 [2020-11-14 04:22:15,035][root][INFO] - mean size_cls_loss: 0.154918 [2020-11-14 04:22:15,035][root][INFO] - mean size_reg_loss: 0.024789 [2020-11-14 04:22:15,035][root][INFO] - mean vote_loss: 0.197203 [2020-11-14 04:23:06,512][root][INFO] - ---- batch: 040 ---- [2020-11-14 04:23:06,516][root][INFO] - mean box_loss: 0.172892 [2020-11-14 04:23:06,516][root][INFO] - mean center_loss: 0.032086 [2020-11-14 04:23:06,517][root][INFO] - mean heading_cls_loss: 0.650034 [2020-11-14 04:23:06,517][root][INFO] - mean heading_reg_loss: 0.037248 [2020-11-14 04:23:06,517][root][INFO] - mean loss: 4.308438 [2020-11-14 04:23:06,517][root][INFO] - mean neg_ratio: 0.725787 [2020-11-14 04:23:06,517][root][INFO] - mean obj_acc: 0.953129 [2020-11-14 04:23:06,517][root][INFO] - mean objectness_loss: 0.039214 [2020-11-14 04:23:06,517][root][INFO] - mean pos_ratio: 0.149628 [2020-11-14 04:23:06,517][root][INFO] - mean sem_cls_loss: 0.156585 [2020-11-14 04:23:06,517][root][INFO] - mean size_cls_loss: 0.156422 [2020-11-14 04:23:06,517][root][INFO] - mean size_reg_loss: 0.022913 [2020-11-14 04:23:06,517][root][INFO] - mean vote_loss: 0.222686 [2020-11-14 04:23:58,171][root][INFO] - ---- batch: 050 ---- [2020-11-14 04:23:58,176][root][INFO] - mean box_loss: 0.168563 [2020-11-14 04:23:58,176][root][INFO] - mean center_loss: 0.033925 [2020-11-14 04:23:58,177][root][INFO] - mean heading_cls_loss: 0.595459 [2020-11-14 04:23:58,177][root][INFO] - mean heading_reg_loss: 0.039633 [2020-11-14 04:23:58,177][root][INFO] - mean loss: 4.115270 [2020-11-14 04:23:58,177][root][INFO] - mean neg_ratio: 0.729834 [2020-11-14 04:23:58,177][root][INFO] - mean obj_acc: 0.954890 [2020-11-14 04:23:58,177][root][INFO] - mean objectness_loss: 0.038516 [2020-11-14 04:23:58,177][root][INFO] - mean pos_ratio: 0.150433 [2020-11-14 04:23:58,177][root][INFO] - mean sem_cls_loss: 0.152523 [2020-11-14 04:23:58,177][root][INFO] - mean size_cls_loss: 0.152468 [2020-11-14 04:23:58,177][root][INFO] - mean size_reg_loss: 0.020212 [2020-11-14 04:23:58,177][root][INFO] - mean vote_loss: 0.208453 [2020-11-14 04:24:49,442][root][INFO] - ---- batch: 060 ---- [2020-11-14 04:24:49,447][root][INFO] - mean box_loss: 0.190919 [2020-11-14 04:24:49,448][root][INFO] - mean center_loss: 0.037287 [2020-11-14 04:24:49,448][root][INFO] - mean heading_cls_loss: 0.682652 [2020-11-14 04:24:49,449][root][INFO] - mean heading_reg_loss: 0.045480 [2020-11-14 04:24:49,449][root][INFO] - mean loss: 4.292388 [2020-11-14 04:24:49,449][root][INFO] - mean neg_ratio: 0.730603 [2020-11-14 04:24:49,449][root][INFO] - mean obj_acc: 0.948775 [2020-11-14 04:24:49,449][root][INFO] - mean objectness_loss: 0.043023 [2020-11-14 04:24:49,449][root][INFO] - mean pos_ratio: 0.148523 [2020-11-14 04:24:49,449][root][INFO] - mean sem_cls_loss: 0.194976 [2020-11-14 04:24:49,449][root][INFO] - mean size_cls_loss: 0.194973 [2020-11-14 04:24:49,449][root][INFO] - mean size_reg_loss: 0.020390 [2020-11-14 04:24:49,449][root][INFO] - mean vote_loss: 0.197310 [2020-11-14 04:25:39,066][root][INFO] - ---- batch: 070 ---- [2020-11-14 04:25:39,073][root][INFO] - mean box_loss: 0.176224 [2020-11-14 04:25:39,073][root][INFO] - mean center_loss: 0.034369 [2020-11-14 04:25:39,073][root][INFO] - mean heading_cls_loss: 0.641567 [2020-11-14 04:25:39,073][root][INFO] - mean heading_reg_loss: 0.040818 [2020-11-14 04:25:39,074][root][INFO] - mean loss: 4.167941 [2020-11-14 04:25:39,074][root][INFO] - mean neg_ratio: 0.729834 [2020-11-14 04:25:39,074][root][INFO] - mean obj_acc: 0.948182 [2020-11-14 04:25:39,074][root][INFO] - mean objectness_loss: 0.044844 [2020-11-14 04:25:39,074][root][INFO] - mean pos_ratio: 0.148468 [2020-11-14 04:25:39,074][root][INFO] - mean sem_cls_loss: 0.176695 [2020-11-14 04:25:39,074][root][INFO] - mean size_cls_loss: 0.176424 [2020-11-14 04:25:39,074][root][INFO] - mean size_reg_loss: 0.019239 [2020-11-14 04:25:39,074][root][INFO] - mean vote_loss: 0.200478 [2020-11-14 04:26:27,711][root][INFO] - ---- batch: 080 ---- [2020-11-14 04:26:27,718][root][INFO] - mean box_loss: 0.171511 [2020-11-14 04:26:27,719][root][INFO] - mean center_loss: 0.031032 [2020-11-14 04:26:27,719][root][INFO] - mean heading_cls_loss: 0.605296 [2020-11-14 04:26:27,719][root][INFO] - mean heading_reg_loss: 0.044457 [2020-11-14 04:26:27,719][root][INFO] - mean loss: 4.122623 [2020-11-14 04:26:27,719][root][INFO] - mean neg_ratio: 0.721704 [2020-11-14 04:26:27,719][root][INFO] - mean obj_acc: 0.945754 [2020-11-14 04:26:27,719][root][INFO] - mean objectness_loss: 0.046578 [2020-11-14 04:26:27,719][root][INFO] - mean pos_ratio: 0.150287 [2020-11-14 04:26:27,719][root][INFO] - mean sem_cls_loss: 0.164754 [2020-11-14 04:26:27,720][root][INFO] - mean size_cls_loss: 0.164861 [2020-11-14 04:26:27,720][root][INFO] - mean size_reg_loss: 0.019006 [2020-11-14 04:26:27,720][root][INFO] - mean vote_loss: 0.200987 [2020-11-14 04:26:40,543][root][INFO] - Eval batch: 0 [2020-11-14 04:26:42,341][root][INFO] - Eval batch: 10 [2020-11-14 04:26:44,243][root][INFO] - Eval batch: 20 [2020-11-14 04:26:46,143][root][INFO] - Eval batch: 30 [2020-11-14 04:26:48,011][root][INFO] - Eval batch: 40 [2020-11-14 04:26:49,872][root][INFO] - Eval batch: 50 [2020-11-14 04:26:51,755][root][INFO] - Eval batch: 60 [2020-11-14 04:26:53,607][root][INFO] - Eval batch: 70 [2020-11-14 04:26:55,475][root][INFO] - 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Eval batch: 4580 [2020-11-14 04:40:43,900][root][INFO] - Eval batch: 4590 [2020-11-14 04:40:45,679][root][INFO] - Eval batch: 4600 [2020-11-14 04:40:47,546][root][INFO] - Eval batch: 4610 [2020-11-14 04:40:49,471][root][INFO] - Eval batch: 4620 [2020-11-14 04:40:51,278][root][INFO] - Eval batch: 4630 [2020-11-14 04:40:53,103][root][INFO] - Eval batch: 4640 [2020-11-14 04:40:54,902][root][INFO] - Eval batch: 4650 [2020-11-14 04:40:56,795][root][INFO] - Eval batch: 4660 [2020-11-14 04:40:58,644][root][INFO] - Eval batch: 4670 [2020-11-14 04:41:00,426][root][INFO] - Eval batch: 4680 [2020-11-14 04:41:02,223][root][INFO] - Eval batch: 4690 [2020-11-14 04:41:04,030][root][INFO] - Eval batch: 4700 [2020-11-14 04:41:05,899][root][INFO] - Eval batch: 4710 [2020-11-14 04:41:07,713][root][INFO] - Eval batch: 4720 [2020-11-14 04:41:09,550][root][INFO] - Eval batch: 4730 [2020-11-14 04:41:11,367][root][INFO] - Eval batch: 4740 [2020-11-14 04:41:13,176][root][INFO] - Eval batch: 4750 [2020-11-14 04:41:14,972][root][INFO] - Eval batch: 4760 [2020-11-14 04:41:16,706][root][INFO] - Eval batch: 4770 [2020-11-14 04:41:18,523][root][INFO] - Eval batch: 4780 [2020-11-14 04:41:20,307][root][INFO] - Eval batch: 4790 [2020-11-14 04:41:22,120][root][INFO] - Eval batch: 4800 [2020-11-14 04:41:23,961][root][INFO] - Eval batch: 4810 [2020-11-14 04:41:25,769][root][INFO] - Eval batch: 4820 [2020-11-14 04:41:27,639][root][INFO] - Eval batch: 4830 [2020-11-14 04:41:29,479][root][INFO] - Eval batch: 4840 [2020-11-14 04:41:31,225][root][INFO] - Eval batch: 4850 [2020-11-14 04:41:33,015][root][INFO] - Eval batch: 4860 [2020-11-14 04:41:34,827][root][INFO] - Eval batch: 4870 [2020-11-14 04:41:36,693][root][INFO] - Eval batch: 4880 [2020-11-14 04:41:38,516][root][INFO] - Eval batch: 4890 [2020-11-14 04:41:40,365][root][INFO] - Eval batch: 4900 [2020-11-14 04:41:42,095][root][INFO] - Eval batch: 4910 [2020-11-14 04:41:43,965][root][INFO] - Eval batch: 4920 [2020-11-14 04:41:45,840][root][INFO] - Eval batch: 4930 [2020-11-14 04:41:47,673][root][INFO] - Eval batch: 4940 [2020-11-14 04:41:49,435][root][INFO] - Eval batch: 4950 [2020-11-14 04:41:51,329][root][INFO] - Eval batch: 4960 [2020-11-14 04:41:53,185][root][INFO] - Eval batch: 4970 [2020-11-14 04:41:55,011][root][INFO] - Eval batch: 4980 [2020-11-14 04:41:56,816][root][INFO] - Eval batch: 4990 [2020-11-14 04:41:58,701][root][INFO] - Eval batch: 5000 [2020-11-14 04:42:00,474][root][INFO] - Eval batch: 5010 [2020-11-14 04:42:02,341][root][INFO] - Eval batch: 5020 [2020-11-14 04:42:04,213][root][INFO] - Eval batch: 5030 [2020-11-14 04:42:06,107][root][INFO] - Eval batch: 5040 [2020-11-14 04:42:08,026][root][INFO] - eval mean box_loss: 0.223627 [2020-11-14 04:42:08,027][root][INFO] - eval mean center_loss: 0.041507 [2020-11-14 04:42:08,027][root][INFO] - eval mean heading_cls_loss: 0.724030 [2020-11-14 04:42:08,027][root][INFO] - eval mean heading_reg_loss: 0.039154 [2020-11-14 04:42:08,028][root][INFO] - eval mean loss: 5.454823 [2020-11-14 04:42:08,028][root][INFO] - eval mean neg_ratio: 0.701198 [2020-11-14 04:42:08,028][root][INFO] - eval mean obj_acc: 0.923387 [2020-11-14 04:42:08,029][root][INFO] - eval mean objectness_loss: 0.086482 [2020-11-14 04:42:08,029][root][INFO] - eval mean pos_ratio: 0.157660 [2020-11-14 04:42:08,030][root][INFO] - eval mean sem_cls_loss: 0.468633 [2020-11-14 04:42:08,030][root][INFO] - eval mean size_cls_loss: 0.468054 [2020-11-14 04:42:08,030][root][INFO] - eval mean size_reg_loss: 0.023757 [2020-11-14 04:42:08,031][root][INFO] - eval mean vote_loss: 0.231751 [2020-11-14 04:43:01,892][root][INFO] - eval bed Average Precision: 0.527993 [2020-11-14 04:43:01,892][root][INFO] - eval table Average Precision: 0.203452 [2020-11-14 04:43:01,892][root][INFO] - eval sofa Average Precision: 0.530559 [2020-11-14 04:43:01,893][root][INFO] - eval chair Average Precision: 0.530935 [2020-11-14 04:43:01,893][root][INFO] - eval toilet Average Precision: 0.619366 [2020-11-14 04:43:01,893][root][INFO] - eval desk Average Precision: 0.066014 [2020-11-14 04:43:01,893][root][INFO] - eval dresser Average Precision: 0.128679 [2020-11-14 04:43:01,893][root][INFO] - eval night_stand Average Precision: 0.365353 [2020-11-14 04:43:01,893][root][INFO] - eval bookshelf Average Precision: 0.076520 [2020-11-14 04:43:01,893][root][INFO] - eval bathtub Average Precision: 0.400125 [2020-11-14 04:43:01,893][root][INFO] - eval mAP: 0.344899 [2020-11-14 04:43:01,893][root][INFO] - eval bed Recall: 0.651934 [2020-11-14 04:43:01,893][root][INFO] - eval table Recall: 0.422904 [2020-11-14 04:43:01,893][root][INFO] - eval sofa Recall: 0.674491 [2020-11-14 04:43:01,893][root][INFO] - eval chair Recall: 0.650363 [2020-11-14 04:43:01,893][root][INFO] - eval toilet Recall: 0.728477 [2020-11-14 04:43:01,893][root][INFO] - eval desk Recall: 0.292179 [2020-11-14 04:43:01,893][root][INFO] - eval dresser Recall: 0.379630 [2020-11-14 04:43:01,893][root][INFO] - eval night_stand Recall: 0.586614 [2020-11-14 04:43:01,893][root][INFO] - eval bookshelf Recall: 0.207358 [2020-11-14 04:43:01,893][root][INFO] - eval bathtub Recall: 0.519231 [2020-11-14 04:43:01,894][root][INFO] - eval AR: 0.511318 [2020-11-14 04:43:01,894][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 04:43:03,293][root][INFO] - **** EPOCH 155 **** [2020-11-14 04:43:03,295][root][INFO] - Current learning rate: 0.000010 [2020-11-14 04:43:03,295][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 04:43:03,295][root][INFO] - 2020-11-14 04:43:03.295310 [2020-11-14 04:44:01,301][root][INFO] - ---- batch: 010 ---- [2020-11-14 04:44:01,306][root][INFO] - mean box_loss: 0.172372 [2020-11-14 04:44:01,307][root][INFO] - mean center_loss: 0.033135 [2020-11-14 04:44:01,307][root][INFO] - mean heading_cls_loss: 0.635699 [2020-11-14 04:44:01,307][root][INFO] - mean heading_reg_loss: 0.038528 [2020-11-14 04:44:01,307][root][INFO] - mean loss: 4.159202 [2020-11-14 04:44:01,307][root][INFO] - mean neg_ratio: 0.717114 [2020-11-14 04:44:01,307][root][INFO] - mean obj_acc: 0.952661 [2020-11-14 04:44:01,307][root][INFO] - mean objectness_loss: 0.042667 [2020-11-14 04:44:01,307][root][INFO] - mean pos_ratio: 0.156464 [2020-11-14 04:44:01,307][root][INFO] - mean sem_cls_loss: 0.163976 [2020-11-14 04:44:01,307][root][INFO] - mean size_cls_loss: 0.164080 [2020-11-14 04:44:01,307][root][INFO] - mean size_reg_loss: 0.020732 [2020-11-14 04:44:01,307][root][INFO] - mean vote_loss: 0.205817 [2020-11-14 04:44:51,330][root][INFO] - ---- batch: 020 ---- [2020-11-14 04:44:51,335][root][INFO] - mean box_loss: 0.188454 [2020-11-14 04:44:51,335][root][INFO] - mean center_loss: 0.035506 [2020-11-14 04:44:51,335][root][INFO] - mean heading_cls_loss: 0.695874 [2020-11-14 04:44:51,335][root][INFO] - mean heading_reg_loss: 0.043335 [2020-11-14 04:44:51,335][root][INFO] - mean loss: 4.355820 [2020-11-14 04:44:51,335][root][INFO] - mean neg_ratio: 0.733795 [2020-11-14 04:44:51,335][root][INFO] - mean obj_acc: 0.949416 [2020-11-14 04:44:51,335][root][INFO] - mean objectness_loss: 0.043478 [2020-11-14 04:44:51,335][root][INFO] - mean pos_ratio: 0.144769 [2020-11-14 04:44:51,335][root][INFO] - mean sem_cls_loss: 0.181276 [2020-11-14 04:44:51,335][root][INFO] - mean size_cls_loss: 0.182160 [2020-11-14 04:44:51,335][root][INFO] - mean size_reg_loss: 0.021809 [2020-11-14 04:44:51,335][root][INFO] - mean vote_loss: 0.207262 [2020-11-14 04:45:40,960][root][INFO] - ---- batch: 030 ---- [2020-11-14 04:45:40,965][root][INFO] - mean box_loss: 0.185144 [2020-11-14 04:45:40,965][root][INFO] - mean center_loss: 0.031422 [2020-11-14 04:45:40,965][root][INFO] - mean heading_cls_loss: 0.686766 [2020-11-14 04:45:40,965][root][INFO] - mean heading_reg_loss: 0.046803 [2020-11-14 04:45:40,965][root][INFO] - mean loss: 4.273989 [2020-11-14 04:45:40,965][root][INFO] - mean neg_ratio: 0.738727 [2020-11-14 04:45:40,965][root][INFO] - mean obj_acc: 0.947484 [2020-11-14 04:45:40,965][root][INFO] - mean objectness_loss: 0.038961 [2020-11-14 04:45:40,965][root][INFO] - mean pos_ratio: 0.141620 [2020-11-14 04:45:40,965][root][INFO] - mean sem_cls_loss: 0.182195 [2020-11-14 04:45:40,965][root][INFO] - mean size_cls_loss: 0.182338 [2020-11-14 04:45:40,965][root][INFO] - mean size_reg_loss: 0.020009 [2020-11-14 04:45:40,965][root][INFO] - mean vote_loss: 0.204555 [2020-11-14 04:46:30,763][root][INFO] - ---- batch: 040 ---- [2020-11-14 04:46:30,768][root][INFO] - mean box_loss: 0.174158 [2020-11-14 04:46:30,768][root][INFO] - mean center_loss: 0.030734 [2020-11-14 04:46:30,768][root][INFO] - mean heading_cls_loss: 0.677296 [2020-11-14 04:46:30,768][root][INFO] - mean heading_reg_loss: 0.039092 [2020-11-14 04:46:30,768][root][INFO] - mean loss: 4.112370 [2020-11-14 04:46:30,768][root][INFO] - mean neg_ratio: 0.716431 [2020-11-14 04:46:30,768][root][INFO] - mean obj_acc: 0.947205 [2020-11-14 04:46:30,768][root][INFO] - mean objectness_loss: 0.046586 [2020-11-14 04:46:30,768][root][INFO] - mean pos_ratio: 0.155243 [2020-11-14 04:46:30,768][root][INFO] - mean sem_cls_loss: 0.169639 [2020-11-14 04:46:30,768][root][INFO] - mean size_cls_loss: 0.169968 [2020-11-14 04:46:30,768][root][INFO] - mean size_reg_loss: 0.019605 [2020-11-14 04:46:30,768][root][INFO] - mean vote_loss: 0.196822 [2020-11-14 04:47:22,520][root][INFO] - ---- batch: 050 ---- [2020-11-14 04:47:22,525][root][INFO] - mean box_loss: 0.182115 [2020-11-14 04:47:22,525][root][INFO] - mean center_loss: 0.029970 [2020-11-14 04:47:22,525][root][INFO] - mean heading_cls_loss: 0.682345 [2020-11-14 04:47:22,525][root][INFO] - mean heading_reg_loss: 0.044731 [2020-11-14 04:47:22,525][root][INFO] - mean loss: 4.267087 [2020-11-14 04:47:22,525][root][INFO] - mean neg_ratio: 0.725006 [2020-11-14 04:47:22,525][root][INFO] - mean obj_acc: 0.947831 [2020-11-14 04:47:22,525][root][INFO] - mean objectness_loss: 0.043613 [2020-11-14 04:47:22,526][root][INFO] - mean pos_ratio: 0.146130 [2020-11-14 04:47:22,526][root][INFO] - mean sem_cls_loss: 0.168221 [2020-11-14 04:47:22,526][root][INFO] - mean size_cls_loss: 0.168434 [2020-11-14 04:47:22,526][root][INFO] - mean size_reg_loss: 0.022336 [2020-11-14 04:47:22,526][root][INFO] - mean vote_loss: 0.205965 [2020-11-14 04:48:12,392][root][INFO] - ---- batch: 060 ---- [2020-11-14 04:48:12,397][root][INFO] - mean box_loss: 0.162390 [2020-11-14 04:48:12,397][root][INFO] - mean center_loss: 0.030640 [2020-11-14 04:48:12,397][root][INFO] - mean heading_cls_loss: 0.585043 [2020-11-14 04:48:12,397][root][INFO] - mean heading_reg_loss: 0.040464 [2020-11-14 04:48:12,397][root][INFO] - mean loss: 3.972287 [2020-11-14 04:48:12,398][root][INFO] - mean neg_ratio: 0.691150 [2020-11-14 04:48:12,398][root][INFO] - mean obj_acc: 0.953475 [2020-11-14 04:48:12,398][root][INFO] - mean objectness_loss: 0.046738 [2020-11-14 04:48:12,398][root][INFO] - mean pos_ratio: 0.177069 [2020-11-14 04:48:12,398][root][INFO] - mean sem_cls_loss: 0.137386 [2020-11-14 04:48:12,398][root][INFO] - mean size_cls_loss: 0.137502 [2020-11-14 04:48:12,398][root][INFO] - mean size_reg_loss: 0.019032 [2020-11-14 04:48:12,398][root][INFO] - mean vote_loss: 0.197731 [2020-11-14 04:49:03,814][root][INFO] - ---- batch: 070 ---- [2020-11-14 04:49:03,823][root][INFO] - mean box_loss: 0.190879 [2020-11-14 04:49:03,824][root][INFO] - mean center_loss: 0.035671 [2020-11-14 04:49:03,824][root][INFO] - mean heading_cls_loss: 0.701520 [2020-11-14 04:49:03,824][root][INFO] - mean heading_reg_loss: 0.043693 [2020-11-14 04:49:03,824][root][INFO] - mean loss: 4.294165 [2020-11-14 04:49:03,825][root][INFO] - mean neg_ratio: 0.753748 [2020-11-14 04:49:03,825][root][INFO] - mean obj_acc: 0.943645 [2020-11-14 04:49:03,825][root][INFO] - mean objectness_loss: 0.043451 [2020-11-14 04:49:03,825][root][INFO] - mean pos_ratio: 0.136566 [2020-11-14 04:49:03,825][root][INFO] - mean sem_cls_loss: 0.184619 [2020-11-14 04:49:03,825][root][INFO] - mean size_cls_loss: 0.184576 [2020-11-14 04:49:03,825][root][INFO] - mean size_reg_loss: 0.022905 [2020-11-14 04:49:03,825][root][INFO] - mean vote_loss: 0.198350 [2020-11-14 04:49:52,076][root][INFO] - ---- batch: 080 ---- [2020-11-14 04:49:52,083][root][INFO] - mean box_loss: 0.163945 [2020-11-14 04:49:52,084][root][INFO] - mean center_loss: 0.030533 [2020-11-14 04:49:52,084][root][INFO] - mean heading_cls_loss: 0.569255 [2020-11-14 04:49:52,084][root][INFO] - mean heading_reg_loss: 0.039269 [2020-11-14 04:49:52,084][root][INFO] - mean loss: 4.140702 [2020-11-14 04:49:52,084][root][INFO] - mean neg_ratio: 0.731909 [2020-11-14 04:49:52,085][root][INFO] - mean obj_acc: 0.948172 [2020-11-14 04:49:52,085][root][INFO] - mean objectness_loss: 0.040641 [2020-11-14 04:49:52,085][root][INFO] - mean pos_ratio: 0.146289 [2020-11-14 04:49:52,085][root][INFO] - mean sem_cls_loss: 0.167287 [2020-11-14 04:49:52,085][root][INFO] - mean size_cls_loss: 0.168186 [2020-11-14 04:49:52,085][root][INFO] - mean size_reg_loss: 0.020399 [2020-11-14 04:49:52,085][root][INFO] - mean vote_loss: 0.213076 [2020-11-14 04:50:06,074][root][INFO] - **** EPOCH 156 **** [2020-11-14 04:50:06,075][root][INFO] - Current learning rate: 0.000010 [2020-11-14 04:50:06,075][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 04:50:06,075][root][INFO] - 2020-11-14 04:50:06.075818 [2020-11-14 04:51:03,748][root][INFO] - ---- batch: 010 ---- [2020-11-14 04:51:03,753][root][INFO] - mean box_loss: 0.184486 [2020-11-14 04:51:03,754][root][INFO] - mean center_loss: 0.034687 [2020-11-14 04:51:03,754][root][INFO] - mean heading_cls_loss: 0.688509 [2020-11-14 04:51:03,754][root][INFO] - mean heading_reg_loss: 0.041071 [2020-11-14 04:51:03,754][root][INFO] - mean loss: 4.327606 [2020-11-14 04:51:03,754][root][INFO] - mean neg_ratio: 0.730725 [2020-11-14 04:51:03,754][root][INFO] - mean obj_acc: 0.949186 [2020-11-14 04:51:03,754][root][INFO] - mean objectness_loss: 0.043700 [2020-11-14 04:51:03,754][root][INFO] - mean pos_ratio: 0.144391 [2020-11-14 04:51:03,754][root][INFO] - mean sem_cls_loss: 0.184433 [2020-11-14 04:51:03,754][root][INFO] - mean size_cls_loss: 0.185119 [2020-11-14 04:51:03,754][root][INFO] - mean size_reg_loss: 0.021366 [2020-11-14 04:51:03,754][root][INFO] - mean vote_loss: 0.207981 [2020-11-14 04:51:53,519][root][INFO] - ---- batch: 020 ---- [2020-11-14 04:51:53,523][root][INFO] - mean box_loss: 0.179959 [2020-11-14 04:51:53,523][root][INFO] - mean center_loss: 0.035299 [2020-11-14 04:51:53,523][root][INFO] - mean heading_cls_loss: 0.687794 [2020-11-14 04:51:53,523][root][INFO] - mean heading_reg_loss: 0.040776 [2020-11-14 04:51:53,524][root][INFO] - mean loss: 4.293555 [2020-11-14 04:51:53,524][root][INFO] - mean neg_ratio: 0.724579 [2020-11-14 04:51:53,524][root][INFO] - mean obj_acc: 0.946232 [2020-11-14 04:51:53,524][root][INFO] - mean objectness_loss: 0.046997 [2020-11-14 04:51:53,524][root][INFO] - mean pos_ratio: 0.149414 [2020-11-14 04:51:53,524][root][INFO] - mean sem_cls_loss: 0.154184 [2020-11-14 04:51:53,524][root][INFO] - mean size_cls_loss: 0.153683 [2020-11-14 04:51:53,524][root][INFO] - mean size_reg_loss: 0.019736 [2020-11-14 04:51:53,524][root][INFO] - mean vote_loss: 0.210480 [2020-11-14 04:52:43,975][root][INFO] - ---- batch: 030 ---- [2020-11-14 04:52:43,980][root][INFO] - mean box_loss: 0.184226 [2020-11-14 04:52:43,980][root][INFO] - mean center_loss: 0.036497 [2020-11-14 04:52:43,980][root][INFO] - mean heading_cls_loss: 0.644241 [2020-11-14 04:52:43,980][root][INFO] - mean heading_reg_loss: 0.043814 [2020-11-14 04:52:43,980][root][INFO] - mean loss: 4.327819 [2020-11-14 04:52:43,981][root][INFO] - mean neg_ratio: 0.744788 [2020-11-14 04:52:43,981][root][INFO] - mean obj_acc: 0.949852 [2020-11-14 04:52:43,981][root][INFO] - mean objectness_loss: 0.041475 [2020-11-14 04:52:43,981][root][INFO] - mean pos_ratio: 0.134045 [2020-11-14 04:52:43,981][root][INFO] - mean sem_cls_loss: 0.188481 [2020-11-14 04:52:43,981][root][INFO] - mean size_cls_loss: 0.188658 [2020-11-14 04:52:43,981][root][INFO] - mean size_reg_loss: 0.020626 [2020-11-14 04:52:43,981][root][INFO] - mean vote_loss: 0.208971 [2020-11-14 04:53:35,249][root][INFO] - ---- batch: 040 ---- [2020-11-14 04:53:35,253][root][INFO] - mean box_loss: 0.167504 [2020-11-14 04:53:35,254][root][INFO] - mean center_loss: 0.028308 [2020-11-14 04:53:35,254][root][INFO] - mean heading_cls_loss: 0.674258 [2020-11-14 04:53:35,254][root][INFO] - mean heading_reg_loss: 0.035990 [2020-11-14 04:53:35,254][root][INFO] - mean loss: 4.043332 [2020-11-14 04:53:35,254][root][INFO] - mean neg_ratio: 0.706732 [2020-11-14 04:53:35,254][root][INFO] - mean obj_acc: 0.953055 [2020-11-14 04:53:35,254][root][INFO] - mean objectness_loss: 0.043059 [2020-11-14 04:53:35,254][root][INFO] - mean pos_ratio: 0.159924 [2020-11-14 04:53:35,254][root][INFO] - mean sem_cls_loss: 0.134053 [2020-11-14 04:53:35,254][root][INFO] - mean size_cls_loss: 0.134447 [2020-11-14 04:53:35,254][root][INFO] - mean size_reg_loss: 0.022336 [2020-11-14 04:53:35,254][root][INFO] - mean vote_loss: 0.201894 [2020-11-14 04:54:26,284][root][INFO] - ---- batch: 050 ---- [2020-11-14 04:54:26,289][root][INFO] - mean box_loss: 0.183541 [2020-11-14 04:54:26,289][root][INFO] - mean center_loss: 0.028803 [2020-11-14 04:54:26,289][root][INFO] - mean heading_cls_loss: 0.653356 [2020-11-14 04:54:26,290][root][INFO] - mean heading_reg_loss: 0.046609 [2020-11-14 04:54:26,290][root][INFO] - mean loss: 4.271880 [2020-11-14 04:54:26,290][root][INFO] - mean neg_ratio: 0.727283 [2020-11-14 04:54:26,290][root][INFO] - mean obj_acc: 0.949263 [2020-11-14 04:54:26,290][root][INFO] - mean objectness_loss: 0.041421 [2020-11-14 04:54:26,290][root][INFO] - mean pos_ratio: 0.146130 [2020-11-14 04:54:26,290][root][INFO] - mean sem_cls_loss: 0.207570 [2020-11-14 04:54:26,290][root][INFO] - mean size_cls_loss: 0.207985 [2020-11-14 04:54:26,290][root][INFO] - mean size_reg_loss: 0.021995 [2020-11-14 04:54:26,290][root][INFO] - mean vote_loss: 0.202180 [2020-11-14 04:55:16,178][root][INFO] - ---- batch: 060 ---- [2020-11-14 04:55:16,184][root][INFO] - mean box_loss: 0.169173 [2020-11-14 04:55:16,185][root][INFO] - mean center_loss: 0.032480 [2020-11-14 04:55:16,185][root][INFO] - mean heading_cls_loss: 0.626805 [2020-11-14 04:55:16,185][root][INFO] - mean heading_reg_loss: 0.039368 [2020-11-14 04:55:16,185][root][INFO] - mean loss: 4.050030 [2020-11-14 04:55:16,185][root][INFO] - mean neg_ratio: 0.730725 [2020-11-14 04:55:16,185][root][INFO] - mean obj_acc: 0.948906 [2020-11-14 04:55:16,185][root][INFO] - mean objectness_loss: 0.039710 [2020-11-14 04:55:16,185][root][INFO] - mean pos_ratio: 0.151636 [2020-11-14 04:55:16,186][root][INFO] - mean sem_cls_loss: 0.153183 [2020-11-14 04:55:16,186][root][INFO] - mean size_cls_loss: 0.153223 [2020-11-14 04:55:16,186][root][INFO] - mean size_reg_loss: 0.019321 [2020-11-14 04:55:16,186][root][INFO] - mean vote_loss: 0.200657 [2020-11-14 04:56:05,839][root][INFO] - ---- batch: 070 ---- [2020-11-14 04:56:05,844][root][INFO] - mean box_loss: 0.171243 [2020-11-14 04:56:05,845][root][INFO] - mean center_loss: 0.030083 [2020-11-14 04:56:05,845][root][INFO] - mean heading_cls_loss: 0.646656 [2020-11-14 04:56:05,845][root][INFO] - mean heading_reg_loss: 0.040396 [2020-11-14 04:56:05,845][root][INFO] - mean loss: 4.300661 [2020-11-14 04:56:05,845][root][INFO] - mean neg_ratio: 0.713007 [2020-11-14 04:56:05,845][root][INFO] - mean obj_acc: 0.949898 [2020-11-14 04:56:05,845][root][INFO] - mean objectness_loss: 0.045186 [2020-11-14 04:56:05,845][root][INFO] - mean pos_ratio: 0.159503 [2020-11-14 04:56:05,845][root][INFO] - mean sem_cls_loss: 0.160762 [2020-11-14 04:56:05,846][root][INFO] - mean size_cls_loss: 0.160808 [2020-11-14 04:56:05,846][root][INFO] - mean size_reg_loss: 0.020018 [2020-11-14 04:56:05,846][root][INFO] - mean vote_loss: 0.220154 [2020-11-14 04:56:55,573][root][INFO] - ---- batch: 080 ---- [2020-11-14 04:56:55,581][root][INFO] - mean box_loss: 0.178384 [2020-11-14 04:56:55,583][root][INFO] - mean center_loss: 0.030322 [2020-11-14 04:56:55,583][root][INFO] - mean heading_cls_loss: 0.689286 [2020-11-14 04:56:55,583][root][INFO] - mean heading_reg_loss: 0.043184 [2020-11-14 04:56:55,583][root][INFO] - mean loss: 4.146024 [2020-11-14 04:56:55,583][root][INFO] - mean neg_ratio: 0.730658 [2020-11-14 04:56:55,583][root][INFO] - mean obj_acc: 0.953864 [2020-11-14 04:56:55,583][root][INFO] - mean objectness_loss: 0.039460 [2020-11-14 04:56:55,583][root][INFO] - mean pos_ratio: 0.149689 [2020-11-14 04:56:55,583][root][INFO] - mean sem_cls_loss: 0.168177 [2020-11-14 04:56:55,584][root][INFO] - mean size_cls_loss: 0.168040 [2020-11-14 04:56:55,584][root][INFO] - mean size_reg_loss: 0.019146 [2020-11-14 04:56:55,584][root][INFO] - mean vote_loss: 0.199670 [2020-11-14 04:57:09,204][root][INFO] - **** EPOCH 157 **** [2020-11-14 04:57:09,206][root][INFO] - Current learning rate: 0.000010 [2020-11-14 04:57:09,206][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 04:57:09,206][root][INFO] - 2020-11-14 04:57:09.206463 [2020-11-14 04:58:05,832][root][INFO] - ---- batch: 010 ---- [2020-11-14 04:58:05,837][root][INFO] - mean box_loss: 0.175575 [2020-11-14 04:58:05,837][root][INFO] - mean center_loss: 0.031471 [2020-11-14 04:58:05,838][root][INFO] - mean heading_cls_loss: 0.662666 [2020-11-14 04:58:05,838][root][INFO] - mean heading_reg_loss: 0.041907 [2020-11-14 04:58:05,838][root][INFO] - mean loss: 4.169481 [2020-11-14 04:58:05,838][root][INFO] - mean neg_ratio: 0.737512 [2020-11-14 04:58:05,838][root][INFO] - mean obj_acc: 0.944812 [2020-11-14 04:58:05,838][root][INFO] - mean objectness_loss: 0.040864 [2020-11-14 04:58:05,838][root][INFO] - mean pos_ratio: 0.143793 [2020-11-14 04:58:05,838][root][INFO] - mean sem_cls_loss: 0.161441 [2020-11-14 04:58:05,838][root][INFO] - mean size_cls_loss: 0.161750 [2020-11-14 04:58:05,838][root][INFO] - mean size_reg_loss: 0.019754 [2020-11-14 04:58:05,838][root][INFO] - mean vote_loss: 0.204797 [2020-11-14 04:58:56,677][root][INFO] - ---- batch: 020 ---- [2020-11-14 04:58:56,682][root][INFO] - mean box_loss: 0.187895 [2020-11-14 04:58:56,682][root][INFO] - mean center_loss: 0.034600 [2020-11-14 04:58:56,682][root][INFO] - mean heading_cls_loss: 0.676834 [2020-11-14 04:58:56,682][root][INFO] - mean heading_reg_loss: 0.046195 [2020-11-14 04:58:56,682][root][INFO] - mean loss: 4.240892 [2020-11-14 04:58:56,682][root][INFO] - mean neg_ratio: 0.733276 [2020-11-14 04:58:56,682][root][INFO] - mean obj_acc: 0.945195 [2020-11-14 04:58:56,682][root][INFO] - mean objectness_loss: 0.043411 [2020-11-14 04:58:56,682][root][INFO] - mean pos_ratio: 0.142554 [2020-11-14 04:58:56,683][root][INFO] - mean sem_cls_loss: 0.178179 [2020-11-14 04:58:56,683][root][INFO] - mean size_cls_loss: 0.178360 [2020-11-14 04:58:56,683][root][INFO] - mean size_reg_loss: 0.021581 [2020-11-14 04:58:56,683][root][INFO] - mean vote_loss: 0.196671 [2020-11-14 04:59:47,648][root][INFO] - ---- batch: 030 ---- [2020-11-14 04:59:47,653][root][INFO] - mean box_loss: 0.173457 [2020-11-14 04:59:47,653][root][INFO] - mean center_loss: 0.035071 [2020-11-14 04:59:47,653][root][INFO] - mean heading_cls_loss: 0.599606 [2020-11-14 04:59:47,653][root][INFO] - mean heading_reg_loss: 0.039949 [2020-11-14 04:59:47,653][root][INFO] - mean loss: 4.136194 [2020-11-14 04:59:47,653][root][INFO] - mean neg_ratio: 0.712964 [2020-11-14 04:59:47,653][root][INFO] - mean obj_acc: 0.951924 [2020-11-14 04:59:47,653][root][INFO] - mean objectness_loss: 0.042762 [2020-11-14 04:59:47,653][root][INFO] - mean pos_ratio: 0.158502 [2020-11-14 04:59:47,653][root][INFO] - mean sem_cls_loss: 0.165920 [2020-11-14 04:59:47,653][root][INFO] - mean size_cls_loss: 0.166177 [2020-11-14 04:59:47,653][root][INFO] - mean size_reg_loss: 0.021858 [2020-11-14 04:59:47,653][root][INFO] - mean vote_loss: 0.202190 [2020-11-14 05:00:37,910][root][INFO] - ---- batch: 040 ---- [2020-11-14 05:00:37,916][root][INFO] - mean box_loss: 0.171438 [2020-11-14 05:00:37,916][root][INFO] - mean center_loss: 0.032880 [2020-11-14 05:00:37,916][root][INFO] - mean heading_cls_loss: 0.601030 [2020-11-14 05:00:37,916][root][INFO] - mean heading_reg_loss: 0.038100 [2020-11-14 05:00:37,916][root][INFO] - mean loss: 4.199448 [2020-11-14 05:00:37,916][root][INFO] - mean neg_ratio: 0.742004 [2020-11-14 05:00:37,916][root][INFO] - mean obj_acc: 0.947097 [2020-11-14 05:00:37,916][root][INFO] - mean objectness_loss: 0.041239 [2020-11-14 05:00:37,916][root][INFO] - mean pos_ratio: 0.143085 [2020-11-14 05:00:37,916][root][INFO] - mean sem_cls_loss: 0.191526 [2020-11-14 05:00:37,916][root][INFO] - mean size_cls_loss: 0.191432 [2020-11-14 05:00:37,916][root][INFO] - mean size_reg_loss: 0.021211 [2020-11-14 05:00:37,916][root][INFO] - mean vote_loss: 0.208735 [2020-11-14 05:01:28,583][root][INFO] - ---- batch: 050 ---- [2020-11-14 05:01:28,588][root][INFO] - mean box_loss: 0.175329 [2020-11-14 05:01:28,588][root][INFO] - mean center_loss: 0.032168 [2020-11-14 05:01:28,588][root][INFO] - mean heading_cls_loss: 0.676289 [2020-11-14 05:01:28,588][root][INFO] - mean heading_reg_loss: 0.039169 [2020-11-14 05:01:28,588][root][INFO] - mean loss: 4.071297 [2020-11-14 05:01:28,588][root][INFO] - mean neg_ratio: 0.720691 [2020-11-14 05:01:28,588][root][INFO] - mean obj_acc: 0.951234 [2020-11-14 05:01:28,588][root][INFO] - mean objectness_loss: 0.041817 [2020-11-14 05:01:28,588][root][INFO] - mean pos_ratio: 0.155432 [2020-11-14 05:01:28,588][root][INFO] - mean sem_cls_loss: 0.151447 [2020-11-14 05:01:28,589][root][INFO] - mean size_cls_loss: 0.151013 [2020-11-14 05:01:28,589][root][INFO] - mean size_reg_loss: 0.021263 [2020-11-14 05:01:28,589][root][INFO] - mean vote_loss: 0.195747 [2020-11-14 05:02:20,794][root][INFO] - ---- batch: 060 ---- [2020-11-14 05:02:20,799][root][INFO] - mean box_loss: 0.178710 [2020-11-14 05:02:20,799][root][INFO] - mean center_loss: 0.032256 [2020-11-14 05:02:20,800][root][INFO] - mean heading_cls_loss: 0.678736 [2020-11-14 05:02:20,800][root][INFO] - mean heading_reg_loss: 0.039792 [2020-11-14 05:02:20,800][root][INFO] - mean loss: 4.275967 [2020-11-14 05:02:20,801][root][INFO] - mean neg_ratio: 0.715857 [2020-11-14 05:02:20,801][root][INFO] - mean obj_acc: 0.946034 [2020-11-14 05:02:20,801][root][INFO] - mean objectness_loss: 0.048417 [2020-11-14 05:02:20,801][root][INFO] - mean pos_ratio: 0.154407 [2020-11-14 05:02:20,801][root][INFO] - mean sem_cls_loss: 0.175716 [2020-11-14 05:02:20,801][root][INFO] - mean size_cls_loss: 0.176542 [2020-11-14 05:02:20,801][root][INFO] - mean size_reg_loss: 0.021134 [2020-11-14 05:02:20,801][root][INFO] - mean vote_loss: 0.207107 [2020-11-14 05:03:10,648][root][INFO] - ---- batch: 070 ---- [2020-11-14 05:03:10,655][root][INFO] - mean box_loss: 0.175514 [2020-11-14 05:03:10,655][root][INFO] - mean center_loss: 0.036503 [2020-11-14 05:03:10,655][root][INFO] - mean heading_cls_loss: 0.639765 [2020-11-14 05:03:10,655][root][INFO] - mean heading_reg_loss: 0.039502 [2020-11-14 05:03:10,655][root][INFO] - mean loss: 4.136397 [2020-11-14 05:03:10,656][root][INFO] - mean neg_ratio: 0.713959 [2020-11-14 05:03:10,656][root][INFO] - mean obj_acc: 0.949859 [2020-11-14 05:03:10,656][root][INFO] - mean objectness_loss: 0.042748 [2020-11-14 05:03:10,656][root][INFO] - mean pos_ratio: 0.155402 [2020-11-14 05:03:10,656][root][INFO] - mean sem_cls_loss: 0.173763 [2020-11-14 05:03:10,656][root][INFO] - mean size_cls_loss: 0.173812 [2020-11-14 05:03:10,656][root][INFO] - mean size_reg_loss: 0.018153 [2020-11-14 05:03:10,656][root][INFO] - mean vote_loss: 0.199375 [2020-11-14 05:03:59,630][root][INFO] - ---- batch: 080 ---- [2020-11-14 05:03:59,638][root][INFO] - mean box_loss: 0.206670 [2020-11-14 05:03:59,638][root][INFO] - mean center_loss: 0.031463 [2020-11-14 05:03:59,638][root][INFO] - mean heading_cls_loss: 0.781840 [2020-11-14 05:03:59,639][root][INFO] - mean heading_reg_loss: 0.054513 [2020-11-14 05:03:59,639][root][INFO] - mean loss: 4.607611 [2020-11-14 05:03:59,639][root][INFO] - mean neg_ratio: 0.733923 [2020-11-14 05:03:59,639][root][INFO] - mean obj_acc: 0.950963 [2020-11-14 05:03:59,639][root][INFO] - mean objectness_loss: 0.040175 [2020-11-14 05:03:59,639][root][INFO] - mean pos_ratio: 0.143298 [2020-11-14 05:03:59,639][root][INFO] - mean sem_cls_loss: 0.197594 [2020-11-14 05:03:59,639][root][INFO] - mean size_cls_loss: 0.197379 [2020-11-14 05:03:59,639][root][INFO] - mean size_reg_loss: 0.022772 [2020-11-14 05:03:59,640][root][INFO] - mean vote_loss: 0.214244 [2020-11-14 05:04:12,727][root][INFO] - **** EPOCH 158 **** [2020-11-14 05:04:12,730][root][INFO] - Current learning rate: 0.000010 [2020-11-14 05:04:12,730][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 05:04:12,730][root][INFO] - 2020-11-14 05:04:12.730292 [2020-11-14 05:05:07,576][root][INFO] - ---- batch: 010 ---- [2020-11-14 05:05:07,581][root][INFO] - mean box_loss: 0.175033 [2020-11-14 05:05:07,581][root][INFO] - mean center_loss: 0.029541 [2020-11-14 05:05:07,581][root][INFO] - mean heading_cls_loss: 0.663911 [2020-11-14 05:05:07,581][root][INFO] - mean heading_reg_loss: 0.040858 [2020-11-14 05:05:07,581][root][INFO] - mean loss: 4.101107 [2020-11-14 05:05:07,581][root][INFO] - mean neg_ratio: 0.732654 [2020-11-14 05:05:07,581][root][INFO] - mean obj_acc: 0.949808 [2020-11-14 05:05:07,581][root][INFO] - mean objectness_loss: 0.040704 [2020-11-14 05:05:07,581][root][INFO] - mean pos_ratio: 0.147107 [2020-11-14 05:05:07,581][root][INFO] - mean sem_cls_loss: 0.164151 [2020-11-14 05:05:07,581][root][INFO] - mean size_cls_loss: 0.163294 [2020-11-14 05:05:07,581][root][INFO] - mean size_reg_loss: 0.021914 [2020-11-14 05:05:07,581][root][INFO] - mean vote_loss: 0.198310 [2020-11-14 05:05:58,946][root][INFO] - ---- batch: 020 ---- [2020-11-14 05:05:58,951][root][INFO] - mean box_loss: 0.171675 [2020-11-14 05:05:58,951][root][INFO] - mean center_loss: 0.037853 [2020-11-14 05:05:58,951][root][INFO] - mean heading_cls_loss: 0.628310 [2020-11-14 05:05:58,951][root][INFO] - mean heading_reg_loss: 0.037996 [2020-11-14 05:05:58,951][root][INFO] - mean loss: 3.998632 [2020-11-14 05:05:58,951][root][INFO] - mean neg_ratio: 0.722784 [2020-11-14 05:05:58,951][root][INFO] - mean obj_acc: 0.949935 [2020-11-14 05:05:58,951][root][INFO] - mean objectness_loss: 0.041222 [2020-11-14 05:05:58,952][root][INFO] - mean pos_ratio: 0.152338 [2020-11-14 05:05:58,952][root][INFO] - mean sem_cls_loss: 0.157215 [2020-11-14 05:05:58,952][root][INFO] - mean size_cls_loss: 0.157589 [2020-11-14 05:05:58,952][root][INFO] - mean size_reg_loss: 0.017235 [2020-11-14 05:05:58,952][root][INFO] - mean vote_loss: 0.191856 [2020-11-14 05:06:50,638][root][INFO] - ---- batch: 030 ---- [2020-11-14 05:06:50,649][root][INFO] - mean box_loss: 0.170529 [2020-11-14 05:06:50,649][root][INFO] - mean center_loss: 0.031318 [2020-11-14 05:06:50,649][root][INFO] - mean heading_cls_loss: 0.648321 [2020-11-14 05:06:50,649][root][INFO] - mean heading_reg_loss: 0.036607 [2020-11-14 05:06:50,649][root][INFO] - mean loss: 4.077014 [2020-11-14 05:06:50,649][root][INFO] - mean neg_ratio: 0.725641 [2020-11-14 05:06:50,649][root][INFO] - mean obj_acc: 0.946829 [2020-11-14 05:06:50,649][root][INFO] - mean objectness_loss: 0.044931 [2020-11-14 05:06:50,649][root][INFO] - mean pos_ratio: 0.152063 [2020-11-14 05:06:50,650][root][INFO] - mean sem_cls_loss: 0.178141 [2020-11-14 05:06:50,650][root][INFO] - mean size_cls_loss: 0.178129 [2020-11-14 05:06:50,650][root][INFO] - mean size_reg_loss: 0.019959 [2020-11-14 05:06:50,650][root][INFO] - mean vote_loss: 0.196892 [2020-11-14 05:07:41,260][root][INFO] - ---- batch: 040 ---- [2020-11-14 05:07:41,264][root][INFO] - mean box_loss: 0.183411 [2020-11-14 05:07:41,265][root][INFO] - mean center_loss: 0.041528 [2020-11-14 05:07:41,265][root][INFO] - mean heading_cls_loss: 0.624552 [2020-11-14 05:07:41,266][root][INFO] - mean heading_reg_loss: 0.041213 [2020-11-14 05:07:41,267][root][INFO] - mean loss: 4.339806 [2020-11-14 05:07:41,267][root][INFO] - mean neg_ratio: 0.718524 [2020-11-14 05:07:41,267][root][INFO] - mean obj_acc: 0.948989 [2020-11-14 05:07:41,267][root][INFO] - mean objectness_loss: 0.044216 [2020-11-14 05:07:41,267][root][INFO] - mean pos_ratio: 0.149969 [2020-11-14 05:07:41,267][root][INFO] - mean sem_cls_loss: 0.142448 [2020-11-14 05:07:41,267][root][INFO] - mean size_cls_loss: 0.143037 [2020-11-14 05:07:41,267][root][INFO] - mean size_reg_loss: 0.023911 [2020-11-14 05:07:41,267][root][INFO] - mean vote_loss: 0.214217 [2020-11-14 05:08:32,695][root][INFO] - ---- batch: 050 ---- [2020-11-14 05:08:32,700][root][INFO] - mean box_loss: 0.178941 [2020-11-14 05:08:32,701][root][INFO] - mean center_loss: 0.036389 [2020-11-14 05:08:32,701][root][INFO] - mean heading_cls_loss: 0.676123 [2020-11-14 05:08:32,701][root][INFO] - mean heading_reg_loss: 0.037140 [2020-11-14 05:08:32,701][root][INFO] - mean loss: 4.230805 [2020-11-14 05:08:32,701][root][INFO] - mean neg_ratio: 0.742712 [2020-11-14 05:08:32,701][root][INFO] - mean obj_acc: 0.947208 [2020-11-14 05:08:32,701][root][INFO] - mean objectness_loss: 0.041533 [2020-11-14 05:08:32,701][root][INFO] - mean pos_ratio: 0.141058 [2020-11-14 05:08:32,701][root][INFO] - mean sem_cls_loss: 0.171426 [2020-11-14 05:08:32,701][root][INFO] - mean size_cls_loss: 0.171205 [2020-11-14 05:08:32,701][root][INFO] - mean size_reg_loss: 0.020679 [2020-11-14 05:08:32,701][root][INFO] - mean vote_loss: 0.206231 [2020-11-14 05:09:22,870][root][INFO] - ---- batch: 060 ---- [2020-11-14 05:09:22,875][root][INFO] - mean box_loss: 0.180551 [2020-11-14 05:09:22,876][root][INFO] - mean center_loss: 0.029217 [2020-11-14 05:09:22,877][root][INFO] - mean heading_cls_loss: 0.680214 [2020-11-14 05:09:22,877][root][INFO] - mean heading_reg_loss: 0.045905 [2020-11-14 05:09:22,878][root][INFO] - mean loss: 4.145592 [2020-11-14 05:09:22,878][root][INFO] - mean neg_ratio: 0.737860 [2020-11-14 05:09:22,878][root][INFO] - mean obj_acc: 0.949798 [2020-11-14 05:09:22,878][root][INFO] - mean objectness_loss: 0.040274 [2020-11-14 05:09:22,878][root][INFO] - mean pos_ratio: 0.142603 [2020-11-14 05:09:22,878][root][INFO] - mean sem_cls_loss: 0.192840 [2020-11-14 05:09:22,878][root][INFO] - mean size_cls_loss: 0.193714 [2020-11-14 05:09:22,878][root][INFO] - mean size_reg_loss: 0.018036 [2020-11-14 05:09:22,878][root][INFO] - mean vote_loss: 0.194587 [2020-11-14 05:10:13,391][root][INFO] - ---- batch: 070 ---- [2020-11-14 05:10:13,397][root][INFO] - mean box_loss: 0.171444 [2020-11-14 05:10:13,397][root][INFO] - mean center_loss: 0.027552 [2020-11-14 05:10:13,397][root][INFO] - mean heading_cls_loss: 0.655745 [2020-11-14 05:10:13,398][root][INFO] - mean heading_reg_loss: 0.039205 [2020-11-14 05:10:13,398][root][INFO] - mean loss: 4.096164 [2020-11-14 05:10:13,398][root][INFO] - mean neg_ratio: 0.714685 [2020-11-14 05:10:13,398][root][INFO] - mean obj_acc: 0.954017 [2020-11-14 05:10:13,398][root][INFO] - mean objectness_loss: 0.041733 [2020-11-14 05:10:13,398][root][INFO] - mean pos_ratio: 0.157446 [2020-11-14 05:10:13,398][root][INFO] - mean sem_cls_loss: 0.175534 [2020-11-14 05:10:13,398][root][INFO] - mean size_cls_loss: 0.175267 [2020-11-14 05:10:13,398][root][INFO] - mean size_reg_loss: 0.021586 [2020-11-14 05:10:13,398][root][INFO] - mean vote_loss: 0.199753 [2020-11-14 05:11:01,354][root][INFO] - ---- batch: 080 ---- [2020-11-14 05:11:01,361][root][INFO] - mean box_loss: 0.186921 [2020-11-14 05:11:01,361][root][INFO] - mean center_loss: 0.039591 [2020-11-14 05:11:01,361][root][INFO] - mean heading_cls_loss: 0.641120 [2020-11-14 05:11:01,361][root][INFO] - mean heading_reg_loss: 0.043114 [2020-11-14 05:11:01,361][root][INFO] - mean loss: 4.614951 [2020-11-14 05:11:01,361][root][INFO] - mean neg_ratio: 0.725287 [2020-11-14 05:11:01,362][root][INFO] - mean obj_acc: 0.944068 [2020-11-14 05:11:01,362][root][INFO] - mean objectness_loss: 0.050665 [2020-11-14 05:11:01,362][root][INFO] - mean pos_ratio: 0.149939 [2020-11-14 05:11:01,362][root][INFO] - mean sem_cls_loss: 0.186548 [2020-11-14 05:11:01,362][root][INFO] - mean size_cls_loss: 0.186160 [2020-11-14 05:11:01,362][root][INFO] - mean size_reg_loss: 0.021488 [2020-11-14 05:11:01,362][root][INFO] - mean vote_loss: 0.230587 [2020-11-14 05:11:14,992][root][INFO] - **** EPOCH 159 **** [2020-11-14 05:11:14,994][root][INFO] - Current learning rate: 0.000010 [2020-11-14 05:11:14,994][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 05:11:14,994][root][INFO] - 2020-11-14 05:11:14.994179 [2020-11-14 05:12:11,339][root][INFO] - ---- batch: 010 ---- [2020-11-14 05:12:11,344][root][INFO] - mean box_loss: 0.173707 [2020-11-14 05:12:11,344][root][INFO] - mean center_loss: 0.030028 [2020-11-14 05:12:11,344][root][INFO] - mean heading_cls_loss: 0.663937 [2020-11-14 05:12:11,344][root][INFO] - mean heading_reg_loss: 0.037466 [2020-11-14 05:12:11,344][root][INFO] - mean loss: 4.071749 [2020-11-14 05:12:11,344][root][INFO] - mean neg_ratio: 0.724683 [2020-11-14 05:12:11,344][root][INFO] - mean obj_acc: 0.950159 [2020-11-14 05:12:11,344][root][INFO] - mean objectness_loss: 0.042899 [2020-11-14 05:12:11,344][root][INFO] - mean pos_ratio: 0.150647 [2020-11-14 05:12:11,344][root][INFO] - mean sem_cls_loss: 0.181620 [2020-11-14 05:12:11,344][root][INFO] - mean size_cls_loss: 0.181573 [2020-11-14 05:12:11,344][root][INFO] - mean size_reg_loss: 0.021661 [2020-11-14 05:12:11,344][root][INFO] - mean vote_loss: 0.193857 [2020-11-14 05:13:01,011][root][INFO] - ---- batch: 020 ---- [2020-11-14 05:13:01,015][root][INFO] - mean box_loss: 0.180763 [2020-11-14 05:13:01,015][root][INFO] - mean center_loss: 0.031938 [2020-11-14 05:13:01,015][root][INFO] - mean heading_cls_loss: 0.674912 [2020-11-14 05:13:01,016][root][INFO] - mean heading_reg_loss: 0.041972 [2020-11-14 05:13:01,016][root][INFO] - mean loss: 4.432630 [2020-11-14 05:13:01,016][root][INFO] - mean neg_ratio: 0.717419 [2020-11-14 05:13:01,016][root][INFO] - mean obj_acc: 0.947340 [2020-11-14 05:13:01,016][root][INFO] - mean objectness_loss: 0.045850 [2020-11-14 05:13:01,016][root][INFO] - mean pos_ratio: 0.155579 [2020-11-14 05:13:01,016][root][INFO] - mean sem_cls_loss: 0.187767 [2020-11-14 05:13:01,016][root][INFO] - mean size_cls_loss: 0.187428 [2020-11-14 05:13:01,016][root][INFO] - mean size_reg_loss: 0.020619 [2020-11-14 05:13:01,016][root][INFO] - mean vote_loss: 0.220798 [2020-11-14 05:13:52,072][root][INFO] - ---- batch: 030 ---- [2020-11-14 05:13:52,077][root][INFO] - mean box_loss: 0.175878 [2020-11-14 05:13:52,077][root][INFO] - mean center_loss: 0.031577 [2020-11-14 05:13:52,077][root][INFO] - mean heading_cls_loss: 0.674157 [2020-11-14 05:13:52,077][root][INFO] - mean heading_reg_loss: 0.039107 [2020-11-14 05:13:52,077][root][INFO] - mean loss: 4.268479 [2020-11-14 05:13:52,078][root][INFO] - mean neg_ratio: 0.720715 [2020-11-14 05:13:52,078][root][INFO] - mean obj_acc: 0.952529 [2020-11-14 05:13:52,078][root][INFO] - mean objectness_loss: 0.042818 [2020-11-14 05:13:52,078][root][INFO] - mean pos_ratio: 0.154944 [2020-11-14 05:13:52,078][root][INFO] - mean sem_cls_loss: 0.163435 [2020-11-14 05:13:52,078][root][INFO] - mean size_cls_loss: 0.163371 [2020-11-14 05:13:52,078][root][INFO] - mean size_reg_loss: 0.021442 [2020-11-14 05:13:52,078][root][INFO] - mean vote_loss: 0.213217 [2020-11-14 05:14:42,169][root][INFO] - ---- batch: 040 ---- [2020-11-14 05:14:42,174][root][INFO] - mean box_loss: 0.166866 [2020-11-14 05:14:42,174][root][INFO] - mean center_loss: 0.031794 [2020-11-14 05:14:42,174][root][INFO] - mean heading_cls_loss: 0.612936 [2020-11-14 05:14:42,174][root][INFO] - mean heading_reg_loss: 0.039457 [2020-11-14 05:14:42,174][root][INFO] - mean loss: 3.977697 [2020-11-14 05:14:42,174][root][INFO] - mean neg_ratio: 0.734430 [2020-11-14 05:14:42,174][root][INFO] - mean obj_acc: 0.948700 [2020-11-14 05:14:42,174][root][INFO] - mean objectness_loss: 0.043456 [2020-11-14 05:14:42,174][root][INFO] - mean pos_ratio: 0.144250 [2020-11-14 05:14:42,175][root][INFO] - mean sem_cls_loss: 0.158624 [2020-11-14 05:14:42,175][root][INFO] - mean size_cls_loss: 0.158246 [2020-11-14 05:14:42,175][root][INFO] - mean size_reg_loss: 0.018497 [2020-11-14 05:14:42,175][root][INFO] - mean vote_loss: 0.193313 [2020-11-14 05:15:33,632][root][INFO] - ---- batch: 050 ---- [2020-11-14 05:15:33,637][root][INFO] - mean box_loss: 0.189891 [2020-11-14 05:15:33,637][root][INFO] - mean center_loss: 0.038328 [2020-11-14 05:15:33,638][root][INFO] - mean heading_cls_loss: 0.684309 [2020-11-14 05:15:33,638][root][INFO] - mean heading_reg_loss: 0.044574 [2020-11-14 05:15:33,638][root][INFO] - mean loss: 4.371734 [2020-11-14 05:15:33,638][root][INFO] - mean neg_ratio: 0.713287 [2020-11-14 05:15:33,638][root][INFO] - mean obj_acc: 0.959946 [2020-11-14 05:15:33,638][root][INFO] - mean objectness_loss: 0.039493 [2020-11-14 05:15:33,638][root][INFO] - mean pos_ratio: 0.159521 [2020-11-14 05:15:33,638][root][INFO] - mean sem_cls_loss: 0.178059 [2020-11-14 05:15:33,638][root][INFO] - mean size_cls_loss: 0.176929 [2020-11-14 05:15:33,638][root][INFO] - mean size_reg_loss: 0.020865 [2020-11-14 05:15:33,638][root][INFO] - mean vote_loss: 0.209730 [2020-11-14 05:16:25,721][root][INFO] - ---- batch: 060 ---- [2020-11-14 05:16:25,726][root][INFO] - mean box_loss: 0.178973 [2020-11-14 05:16:25,727][root][INFO] - mean center_loss: 0.034493 [2020-11-14 05:16:25,727][root][INFO] - mean heading_cls_loss: 0.629414 [2020-11-14 05:16:25,727][root][INFO] - mean heading_reg_loss: 0.040312 [2020-11-14 05:16:25,727][root][INFO] - mean loss: 4.311524 [2020-11-14 05:16:25,727][root][INFO] - mean neg_ratio: 0.739941 [2020-11-14 05:16:25,727][root][INFO] - mean obj_acc: 0.945201 [2020-11-14 05:16:25,727][root][INFO] - mean objectness_loss: 0.043649 [2020-11-14 05:16:25,727][root][INFO] - mean pos_ratio: 0.142389 [2020-11-14 05:16:25,727][root][INFO] - mean sem_cls_loss: 0.190981 [2020-11-14 05:16:25,727][root][INFO] - mean size_cls_loss: 0.191103 [2020-11-14 05:16:25,727][root][INFO] - mean size_reg_loss: 0.022117 [2020-11-14 05:16:25,727][root][INFO] - mean vote_loss: 0.211256 [2020-11-14 05:17:15,528][root][INFO] - ---- batch: 070 ---- [2020-11-14 05:17:15,533][root][INFO] - mean box_loss: 0.177076 [2020-11-14 05:17:15,534][root][INFO] - mean center_loss: 0.031054 [2020-11-14 05:17:15,534][root][INFO] - mean heading_cls_loss: 0.676122 [2020-11-14 05:17:15,534][root][INFO] - mean heading_reg_loss: 0.041933 [2020-11-14 05:17:15,534][root][INFO] - mean loss: 4.125884 [2020-11-14 05:17:15,534][root][INFO] - mean neg_ratio: 0.734625 [2020-11-14 05:17:15,534][root][INFO] - mean obj_acc: 0.949686 [2020-11-14 05:17:15,535][root][INFO] - mean objectness_loss: 0.041503 [2020-11-14 05:17:15,535][root][INFO] - mean pos_ratio: 0.143652 [2020-11-14 05:17:15,535][root][INFO] - mean sem_cls_loss: 0.177894 [2020-11-14 05:17:15,535][root][INFO] - mean size_cls_loss: 0.178194 [2020-11-14 05:17:15,535][root][INFO] - mean size_reg_loss: 0.018657 [2020-11-14 05:17:15,535][root][INFO] - mean vote_loss: 0.196972 [2020-11-14 05:18:04,360][root][INFO] - ---- batch: 080 ---- [2020-11-14 05:18:04,366][root][INFO] - mean box_loss: 0.176811 [2020-11-14 05:18:04,367][root][INFO] - mean center_loss: 0.032633 [2020-11-14 05:18:04,367][root][INFO] - mean heading_cls_loss: 0.692789 [2020-11-14 05:18:04,367][root][INFO] - mean heading_reg_loss: 0.039725 [2020-11-14 05:18:04,368][root][INFO] - mean loss: 4.217987 [2020-11-14 05:18:04,368][root][INFO] - mean neg_ratio: 0.735175 [2020-11-14 05:18:04,368][root][INFO] - mean obj_acc: 0.949397 [2020-11-14 05:18:04,368][root][INFO] - mean objectness_loss: 0.041144 [2020-11-14 05:18:04,368][root][INFO] - mean pos_ratio: 0.147876 [2020-11-14 05:18:04,368][root][INFO] - mean sem_cls_loss: 0.139530 [2020-11-14 05:18:04,368][root][INFO] - mean size_cls_loss: 0.139936 [2020-11-14 05:18:04,368][root][INFO] - mean size_reg_loss: 0.021180 [2020-11-14 05:18:04,368][root][INFO] - mean vote_loss: 0.210463 [2020-11-14 05:18:16,686][root][INFO] - Eval batch: 0 [2020-11-14 05:18:18,503][root][INFO] - Eval batch: 10 [2020-11-14 05:18:20,280][root][INFO] - Eval batch: 20 [2020-11-14 05:18:22,115][root][INFO] - Eval batch: 30 [2020-11-14 05:18:23,891][root][INFO] - Eval batch: 40 [2020-11-14 05:18:25,814][root][INFO] - Eval batch: 50 [2020-11-14 05:18:27,726][root][INFO] - Eval batch: 60 [2020-11-14 05:18:29,544][root][INFO] - Eval batch: 70 [2020-11-14 05:18:31,374][root][INFO] - Eval batch: 80 [2020-11-14 05:18:33,101][root][INFO] - Eval batch: 90 [2020-11-14 05:18:34,840][root][INFO] - Eval batch: 100 [2020-11-14 05:18:36,603][root][INFO] - Eval batch: 110 [2020-11-14 05:18:38,459][root][INFO] - Eval batch: 120 [2020-11-14 05:18:40,294][root][INFO] - Eval batch: 130 [2020-11-14 05:18:42,053][root][INFO] - Eval batch: 140 [2020-11-14 05:18:43,871][root][INFO] - Eval batch: 150 [2020-11-14 05:18:45,662][root][INFO] - Eval batch: 160 [2020-11-14 05:18:47,489][root][INFO] - Eval batch: 170 [2020-11-14 05:18:49,296][root][INFO] - Eval batch: 180 [2020-11-14 05:18:51,158][root][INFO] - Eval batch: 190 [2020-11-14 05:18:52,976][root][INFO] - Eval batch: 200 [2020-11-14 05:18:54,880][root][INFO] - Eval batch: 210 [2020-11-14 05:18:56,638][root][INFO] - Eval batch: 220 [2020-11-14 05:18:58,476][root][INFO] - Eval batch: 230 [2020-11-14 05:19:00,284][root][INFO] - Eval batch: 240 [2020-11-14 05:19:02,078][root][INFO] - Eval batch: 250 [2020-11-14 05:19:03,912][root][INFO] - 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Eval batch: 4940 [2020-11-14 05:33:25,851][root][INFO] - Eval batch: 4950 [2020-11-14 05:33:27,627][root][INFO] - Eval batch: 4960 [2020-11-14 05:33:29,451][root][INFO] - Eval batch: 4970 [2020-11-14 05:33:31,266][root][INFO] - Eval batch: 4980 [2020-11-14 05:33:33,205][root][INFO] - Eval batch: 4990 [2020-11-14 05:33:35,058][root][INFO] - Eval batch: 5000 [2020-11-14 05:33:36,906][root][INFO] - Eval batch: 5010 [2020-11-14 05:33:38,769][root][INFO] - Eval batch: 5020 [2020-11-14 05:33:40,566][root][INFO] - Eval batch: 5030 [2020-11-14 05:33:42,388][root][INFO] - Eval batch: 5040 [2020-11-14 05:33:44,273][root][INFO] - eval mean box_loss: 0.223813 [2020-11-14 05:33:44,274][root][INFO] - eval mean center_loss: 0.041723 [2020-11-14 05:33:44,274][root][INFO] - eval mean heading_cls_loss: 0.724744 [2020-11-14 05:33:44,275][root][INFO] - eval mean heading_reg_loss: 0.039606 [2020-11-14 05:33:44,275][root][INFO] - eval mean loss: 5.455221 [2020-11-14 05:33:44,275][root][INFO] - eval mean neg_ratio: 0.700620 [2020-11-14 05:33:44,276][root][INFO] - eval mean obj_acc: 0.922987 [2020-11-14 05:33:44,276][root][INFO] - eval mean objectness_loss: 0.085720 [2020-11-14 05:33:44,277][root][INFO] - eval mean pos_ratio: 0.158610 [2020-11-14 05:33:44,277][root][INFO] - eval mean sem_cls_loss: 0.465237 [2020-11-14 05:33:44,277][root][INFO] - eval mean size_cls_loss: 0.464539 [2020-11-14 05:33:44,278][root][INFO] - eval mean size_reg_loss: 0.023556 [2020-11-14 05:33:44,278][root][INFO] - eval mean vote_loss: 0.232325 [2020-11-14 05:34:37,995][root][INFO] - eval bed Average Precision: 0.530342 [2020-11-14 05:34:37,996][root][INFO] - eval table Average Precision: 0.184501 [2020-11-14 05:34:37,996][root][INFO] - eval sofa Average Precision: 0.530061 [2020-11-14 05:34:37,996][root][INFO] - eval chair Average Precision: 0.533118 [2020-11-14 05:34:37,996][root][INFO] - eval toilet Average Precision: 0.613406 [2020-11-14 05:34:37,996][root][INFO] - eval desk Average Precision: 0.070433 [2020-11-14 05:34:37,996][root][INFO] - eval dresser Average Precision: 0.149790 [2020-11-14 05:34:37,996][root][INFO] - eval night_stand Average Precision: 0.416716 [2020-11-14 05:34:37,996][root][INFO] - eval bookshelf Average Precision: 0.086635 [2020-11-14 05:34:37,996][root][INFO] - eval bathtub Average Precision: 0.470791 [2020-11-14 05:34:37,997][root][INFO] - eval mAP: 0.358579 [2020-11-14 05:34:37,997][root][INFO] - eval bed Recall: 0.661142 [2020-11-14 05:34:37,997][root][INFO] - eval table Recall: 0.411043 [2020-11-14 05:34:37,997][root][INFO] - eval sofa Recall: 0.663537 [2020-11-14 05:34:37,997][root][INFO] - eval chair Recall: 0.651051 [2020-11-14 05:34:37,997][root][INFO] - eval toilet Recall: 0.701987 [2020-11-14 05:34:37,997][root][INFO] - eval desk Recall: 0.297098 [2020-11-14 05:34:37,997][root][INFO] - eval dresser Recall: 0.393519 [2020-11-14 05:34:37,997][root][INFO] - eval night_stand Recall: 0.614173 [2020-11-14 05:34:37,997][root][INFO] - eval bookshelf Recall: 0.237458 [2020-11-14 05:34:37,997][root][INFO] - eval bathtub Recall: 0.576923 [2020-11-14 05:34:37,997][root][INFO] - eval AR: 0.520793 [2020-11-14 05:34:37,998][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 05:34:39,374][root][INFO] - **** EPOCH 160 **** [2020-11-14 05:34:39,375][root][INFO] - Current learning rate: 0.000001 [2020-11-14 05:34:39,375][root][INFO] - Current BN decay momentum: 0.003906 [2020-11-14 05:34:39,375][root][INFO] - 2020-11-14 05:34:39.375883 [2020-11-14 05:35:35,312][root][INFO] - ---- batch: 010 ---- [2020-11-14 05:35:35,317][root][INFO] - mean box_loss: 0.190499 [2020-11-14 05:35:35,317][root][INFO] - mean center_loss: 0.035923 [2020-11-14 05:35:35,317][root][INFO] - mean heading_cls_loss: 0.681375 [2020-11-14 05:35:35,318][root][INFO] - mean heading_reg_loss: 0.043143 [2020-11-14 05:35:35,318][root][INFO] - mean loss: 4.325596 [2020-11-14 05:35:35,318][root][INFO] - mean neg_ratio: 0.724377 [2020-11-14 05:35:35,318][root][INFO] - mean obj_acc: 0.953328 [2020-11-14 05:35:35,318][root][INFO] - mean objectness_loss: 0.041097 [2020-11-14 05:35:35,318][root][INFO] - mean pos_ratio: 0.145905 [2020-11-14 05:35:35,318][root][INFO] - mean sem_cls_loss: 0.188909 [2020-11-14 05:35:35,318][root][INFO] - mean size_cls_loss: 0.188860 [2020-11-14 05:35:35,318][root][INFO] - mean size_reg_loss: 0.024409 [2020-11-14 05:35:35,318][root][INFO] - mean vote_loss: 0.202621 [2020-11-14 05:36:26,334][root][INFO] - ---- batch: 020 ---- [2020-11-14 05:36:26,339][root][INFO] - mean box_loss: 0.175164 [2020-11-14 05:36:26,339][root][INFO] - mean center_loss: 0.032377 [2020-11-14 05:36:26,339][root][INFO] - mean heading_cls_loss: 0.646082 [2020-11-14 05:36:26,339][root][INFO] - mean heading_reg_loss: 0.038991 [2020-11-14 05:36:26,339][root][INFO] - mean loss: 4.148105 [2020-11-14 05:36:26,340][root][INFO] - mean neg_ratio: 0.705573 [2020-11-14 05:36:26,340][root][INFO] - mean obj_acc: 0.952679 [2020-11-14 05:36:26,340][root][INFO] - mean objectness_loss: 0.045902 [2020-11-14 05:36:26,340][root][INFO] - mean pos_ratio: 0.161896 [2020-11-14 05:36:26,340][root][INFO] - mean sem_cls_loss: 0.173046 [2020-11-14 05:36:26,340][root][INFO] - mean size_cls_loss: 0.173278 [2020-11-14 05:36:26,340][root][INFO] - mean size_reg_loss: 0.021860 [2020-11-14 05:36:26,340][root][INFO] - mean vote_loss: 0.199391 [2020-11-14 05:37:15,873][root][INFO] - ---- batch: 030 ---- [2020-11-14 05:37:15,877][root][INFO] - mean box_loss: 0.179125 [2020-11-14 05:37:15,877][root][INFO] - mean center_loss: 0.032170 [2020-11-14 05:37:15,877][root][INFO] - mean heading_cls_loss: 0.674107 [2020-11-14 05:37:15,877][root][INFO] - mean heading_reg_loss: 0.040362 [2020-11-14 05:37:15,878][root][INFO] - mean loss: 4.074578 [2020-11-14 05:37:15,878][root][INFO] - mean neg_ratio: 0.730847 [2020-11-14 05:37:15,878][root][INFO] - mean obj_acc: 0.948243 [2020-11-14 05:37:15,878][root][INFO] - mean objectness_loss: 0.042087 [2020-11-14 05:37:15,878][root][INFO] - mean pos_ratio: 0.146039 [2020-11-14 05:37:15,878][root][INFO] - mean sem_cls_loss: 0.162862 [2020-11-14 05:37:15,878][root][INFO] - mean size_cls_loss: 0.163353 [2020-11-14 05:37:15,878][root][INFO] - mean size_reg_loss: 0.022847 [2020-11-14 05:37:15,878][root][INFO] - mean vote_loss: 0.191003 [2020-11-14 05:38:06,669][root][INFO] - ---- batch: 040 ---- [2020-11-14 05:38:06,675][root][INFO] - mean box_loss: 0.172459 [2020-11-14 05:38:06,675][root][INFO] - mean center_loss: 0.030333 [2020-11-14 05:38:06,675][root][INFO] - mean heading_cls_loss: 0.643296 [2020-11-14 05:38:06,675][root][INFO] - mean heading_reg_loss: 0.041511 [2020-11-14 05:38:06,675][root][INFO] - mean loss: 4.164838 [2020-11-14 05:38:06,675][root][INFO] - mean neg_ratio: 0.714136 [2020-11-14 05:38:06,675][root][INFO] - mean obj_acc: 0.956521 [2020-11-14 05:38:06,675][root][INFO] - mean objectness_loss: 0.039742 [2020-11-14 05:38:06,675][root][INFO] - mean pos_ratio: 0.155109 [2020-11-14 05:38:06,675][root][INFO] - mean sem_cls_loss: 0.161901 [2020-11-14 05:38:06,675][root][INFO] - mean size_cls_loss: 0.162241 [2020-11-14 05:38:06,675][root][INFO] - mean size_reg_loss: 0.020061 [2020-11-14 05:38:06,675][root][INFO] - mean vote_loss: 0.207964 [2020-11-14 05:38:59,302][root][INFO] - ---- batch: 050 ---- [2020-11-14 05:38:59,306][root][INFO] - mean box_loss: 0.166477 [2020-11-14 05:38:59,306][root][INFO] - mean center_loss: 0.032595 [2020-11-14 05:38:59,306][root][INFO] - mean heading_cls_loss: 0.609970 [2020-11-14 05:38:59,307][root][INFO] - mean heading_reg_loss: 0.037821 [2020-11-14 05:38:59,307][root][INFO] - mean loss: 4.081678 [2020-11-14 05:38:59,307][root][INFO] - mean neg_ratio: 0.751709 [2020-11-14 05:38:59,307][root][INFO] - mean obj_acc: 0.940372 [2020-11-14 05:38:59,307][root][INFO] - mean objectness_loss: 0.045220 [2020-11-14 05:38:59,307][root][INFO] - mean pos_ratio: 0.136652 [2020-11-14 05:38:59,307][root][INFO] - mean sem_cls_loss: 0.160720 [2020-11-14 05:38:59,307][root][INFO] - mean size_cls_loss: 0.160894 [2020-11-14 05:38:59,307][root][INFO] - mean size_reg_loss: 0.018975 [2020-11-14 05:38:59,307][root][INFO] - mean vote_loss: 0.203009 [2020-11-14 05:39:49,839][root][INFO] - ---- batch: 060 ---- [2020-11-14 05:39:49,849][root][INFO] - mean box_loss: 0.187590 [2020-11-14 05:39:49,849][root][INFO] - mean center_loss: 0.030835 [2020-11-14 05:39:49,850][root][INFO] - mean heading_cls_loss: 0.702941 [2020-11-14 05:39:49,850][root][INFO] - mean heading_reg_loss: 0.046982 [2020-11-14 05:39:49,850][root][INFO] - mean loss: 4.427409 [2020-11-14 05:39:49,850][root][INFO] - mean neg_ratio: 0.727258 [2020-11-14 05:39:49,850][root][INFO] - mean obj_acc: 0.944087 [2020-11-14 05:39:49,850][root][INFO] - mean objectness_loss: 0.046556 [2020-11-14 05:39:49,850][root][INFO] - mean pos_ratio: 0.145667 [2020-11-14 05:39:49,850][root][INFO] - mean sem_cls_loss: 0.170872 [2020-11-14 05:39:49,850][root][INFO] - mean size_cls_loss: 0.170378 [2020-11-14 05:39:49,850][root][INFO] - mean size_reg_loss: 0.022441 [2020-11-14 05:39:49,850][root][INFO] - mean vote_loss: 0.214785 [2020-11-14 05:40:39,079][root][INFO] - ---- batch: 070 ---- [2020-11-14 05:40:39,085][root][INFO] - mean box_loss: 0.154989 [2020-11-14 05:40:39,085][root][INFO] - mean center_loss: 0.030260 [2020-11-14 05:40:39,085][root][INFO] - mean heading_cls_loss: 0.561857 [2020-11-14 05:40:39,086][root][INFO] - mean heading_reg_loss: 0.035388 [2020-11-14 05:40:39,086][root][INFO] - mean loss: 3.854103 [2020-11-14 05:40:39,086][root][INFO] - mean neg_ratio: 0.717767 [2020-11-14 05:40:39,086][root][INFO] - mean obj_acc: 0.953461 [2020-11-14 05:40:39,086][root][INFO] - mean objectness_loss: 0.041953 [2020-11-14 05:40:39,086][root][INFO] - mean pos_ratio: 0.157574 [2020-11-14 05:40:39,086][root][INFO] - mean sem_cls_loss: 0.161861 [2020-11-14 05:40:39,086][root][INFO] - mean size_cls_loss: 0.162622 [2020-11-14 05:40:39,086][root][INFO] - mean size_reg_loss: 0.016893 [2020-11-14 05:40:39,086][root][INFO] - mean vote_loss: 0.193258 [2020-11-14 05:41:27,921][root][INFO] - ---- batch: 080 ---- [2020-11-14 05:41:27,929][root][INFO] - mean box_loss: 0.173003 [2020-11-14 05:41:27,929][root][INFO] - mean center_loss: 0.033643 [2020-11-14 05:41:27,930][root][INFO] - mean heading_cls_loss: 0.635129 [2020-11-14 05:41:27,930][root][INFO] - mean heading_reg_loss: 0.039552 [2020-11-14 05:41:27,930][root][INFO] - mean loss: 4.289168 [2020-11-14 05:41:27,930][root][INFO] - mean neg_ratio: 0.724115 [2020-11-14 05:41:27,930][root][INFO] - mean obj_acc: 0.948620 [2020-11-14 05:41:27,930][root][INFO] - mean objectness_loss: 0.042883 [2020-11-14 05:41:27,930][root][INFO] - mean pos_ratio: 0.155487 [2020-11-14 05:41:27,930][root][INFO] - mean sem_cls_loss: 0.164723 [2020-11-14 05:41:27,930][root][INFO] - mean size_cls_loss: 0.164788 [2020-11-14 05:41:27,930][root][INFO] - mean size_reg_loss: 0.019816 [2020-11-14 05:41:27,930][root][INFO] - mean vote_loss: 0.218000 [2020-11-14 05:41:41,933][root][INFO] - **** EPOCH 161 **** [2020-11-14 05:41:41,934][root][INFO] - Current learning rate: 0.000001 [2020-11-14 05:41:41,935][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 05:41:41,935][root][INFO] - 2020-11-14 05:41:41.935110 [2020-11-14 05:42:36,344][root][INFO] - ---- batch: 010 ---- [2020-11-14 05:42:36,349][root][INFO] - mean box_loss: 0.184856 [2020-11-14 05:42:36,349][root][INFO] - mean center_loss: 0.043773 [2020-11-14 05:42:36,349][root][INFO] - mean heading_cls_loss: 0.636216 [2020-11-14 05:42:36,349][root][INFO] - mean heading_reg_loss: 0.039134 [2020-11-14 05:42:36,350][root][INFO] - mean loss: 4.370248 [2020-11-14 05:42:36,350][root][INFO] - mean neg_ratio: 0.712061 [2020-11-14 05:42:36,350][root][INFO] - mean obj_acc: 0.953377 [2020-11-14 05:42:36,350][root][INFO] - mean objectness_loss: 0.043370 [2020-11-14 05:42:36,350][root][INFO] - mean pos_ratio: 0.157562 [2020-11-14 05:42:36,350][root][INFO] - mean sem_cls_loss: 0.168441 [2020-11-14 05:42:36,350][root][INFO] - mean size_cls_loss: 0.168290 [2020-11-14 05:42:36,350][root][INFO] - mean size_reg_loss: 0.021498 [2020-11-14 05:42:36,350][root][INFO] - mean vote_loss: 0.213640 [2020-11-14 05:43:26,706][root][INFO] - ---- batch: 020 ---- [2020-11-14 05:43:26,711][root][INFO] - mean box_loss: 0.187930 [2020-11-14 05:43:26,711][root][INFO] - mean center_loss: 0.034591 [2020-11-14 05:43:26,711][root][INFO] - mean heading_cls_loss: 0.673231 [2020-11-14 05:43:26,711][root][INFO] - mean heading_reg_loss: 0.045124 [2020-11-14 05:43:26,711][root][INFO] - mean loss: 4.235863 [2020-11-14 05:43:26,711][root][INFO] - mean neg_ratio: 0.734857 [2020-11-14 05:43:26,711][root][INFO] - mean obj_acc: 0.947118 [2020-11-14 05:43:26,711][root][INFO] - mean objectness_loss: 0.042593 [2020-11-14 05:43:26,712][root][INFO] - mean pos_ratio: 0.143042 [2020-11-14 05:43:26,712][root][INFO] - mean sem_cls_loss: 0.191719 [2020-11-14 05:43:26,712][root][INFO] - mean size_cls_loss: 0.191693 [2020-11-14 05:43:26,712][root][INFO] - mean size_reg_loss: 0.021723 [2020-11-14 05:43:26,712][root][INFO] - mean vote_loss: 0.195188 [2020-11-14 05:44:18,214][root][INFO] - ---- batch: 030 ---- [2020-11-14 05:44:18,219][root][INFO] - mean box_loss: 0.184990 [2020-11-14 05:44:18,219][root][INFO] - mean center_loss: 0.035480 [2020-11-14 05:44:18,219][root][INFO] - mean heading_cls_loss: 0.677356 [2020-11-14 05:44:18,219][root][INFO] - mean heading_reg_loss: 0.044077 [2020-11-14 05:44:18,219][root][INFO] - mean loss: 4.330788 [2020-11-14 05:44:18,219][root][INFO] - mean neg_ratio: 0.736096 [2020-11-14 05:44:18,219][root][INFO] - mean obj_acc: 0.945127 [2020-11-14 05:44:18,219][root][INFO] - mean objectness_loss: 0.043564 [2020-11-14 05:44:18,219][root][INFO] - mean pos_ratio: 0.141846 [2020-11-14 05:44:18,219][root][INFO] - mean sem_cls_loss: 0.186440 [2020-11-14 05:44:18,219][root][INFO] - mean size_cls_loss: 0.186663 [2020-11-14 05:44:18,219][root][INFO] - mean size_reg_loss: 0.019031 [2020-11-14 05:44:18,219][root][INFO] - mean vote_loss: 0.207663 [2020-11-14 05:45:09,599][root][INFO] - ---- batch: 040 ---- [2020-11-14 05:45:09,604][root][INFO] - mean box_loss: 0.176562 [2020-11-14 05:45:09,605][root][INFO] - mean center_loss: 0.030229 [2020-11-14 05:45:09,605][root][INFO] - mean heading_cls_loss: 0.665089 [2020-11-14 05:45:09,605][root][INFO] - mean heading_reg_loss: 0.042240 [2020-11-14 05:45:09,605][root][INFO] - mean loss: 4.132424 [2020-11-14 05:45:09,605][root][INFO] - mean neg_ratio: 0.733832 [2020-11-14 05:45:09,605][root][INFO] - mean obj_acc: 0.947593 [2020-11-14 05:45:09,605][root][INFO] - mean objectness_loss: 0.044807 [2020-11-14 05:45:09,605][root][INFO] - mean pos_ratio: 0.144678 [2020-11-14 05:45:09,605][root][INFO] - mean sem_cls_loss: 0.171281 [2020-11-14 05:45:09,605][root][INFO] - mean size_cls_loss: 0.170877 [2020-11-14 05:45:09,605][root][INFO] - mean size_reg_loss: 0.020497 [2020-11-14 05:45:09,605][root][INFO] - mean vote_loss: 0.197149 [2020-11-14 05:46:00,267][root][INFO] - ---- batch: 050 ---- [2020-11-14 05:46:00,272][root][INFO] - mean box_loss: 0.174156 [2020-11-14 05:46:00,273][root][INFO] - mean center_loss: 0.033006 [2020-11-14 05:46:00,273][root][INFO] - mean heading_cls_loss: 0.656917 [2020-11-14 05:46:00,273][root][INFO] - mean heading_reg_loss: 0.038542 [2020-11-14 05:46:00,273][root][INFO] - mean loss: 4.168838 [2020-11-14 05:46:00,273][root][INFO] - mean neg_ratio: 0.732086 [2020-11-14 05:46:00,273][root][INFO] - mean obj_acc: 0.946097 [2020-11-14 05:46:00,273][root][INFO] - mean objectness_loss: 0.044192 [2020-11-14 05:46:00,273][root][INFO] - mean pos_ratio: 0.144550 [2020-11-14 05:46:00,273][root][INFO] - mean sem_cls_loss: 0.151873 [2020-11-14 05:46:00,273][root][INFO] - mean size_cls_loss: 0.151998 [2020-11-14 05:46:00,273][root][INFO] - mean size_reg_loss: 0.021716 [2020-11-14 05:46:00,273][root][INFO] - mean vote_loss: 0.205445 [2020-11-14 05:46:51,594][root][INFO] - ---- batch: 060 ---- [2020-11-14 05:46:51,599][root][INFO] - mean box_loss: 0.183432 [2020-11-14 05:46:51,600][root][INFO] - mean center_loss: 0.035637 [2020-11-14 05:46:51,600][root][INFO] - mean heading_cls_loss: 0.686342 [2020-11-14 05:46:51,600][root][INFO] - mean heading_reg_loss: 0.044684 [2020-11-14 05:46:51,600][root][INFO] - mean loss: 4.290179 [2020-11-14 05:46:51,600][root][INFO] - mean neg_ratio: 0.717303 [2020-11-14 05:46:51,600][root][INFO] - mean obj_acc: 0.951904 [2020-11-14 05:46:51,600][root][INFO] - mean objectness_loss: 0.042349 [2020-11-14 05:46:51,600][root][INFO] - mean pos_ratio: 0.158765 [2020-11-14 05:46:51,600][root][INFO] - mean sem_cls_loss: 0.158557 [2020-11-14 05:46:51,600][root][INFO] - mean size_cls_loss: 0.158860 [2020-11-14 05:46:51,600][root][INFO] - mean size_reg_loss: 0.018591 [2020-11-14 05:46:51,600][root][INFO] - mean vote_loss: 0.208556 [2020-11-14 05:47:40,332][root][INFO] - ---- batch: 070 ---- [2020-11-14 05:47:40,338][root][INFO] - mean box_loss: 0.174326 [2020-11-14 05:47:40,339][root][INFO] - mean center_loss: 0.030530 [2020-11-14 05:47:40,339][root][INFO] - mean heading_cls_loss: 0.651537 [2020-11-14 05:47:40,339][root][INFO] - mean heading_reg_loss: 0.039837 [2020-11-14 05:47:40,340][root][INFO] - mean loss: 4.170611 [2020-11-14 05:47:40,340][root][INFO] - mean neg_ratio: 0.707452 [2020-11-14 05:47:40,340][root][INFO] - mean obj_acc: 0.946819 [2020-11-14 05:47:40,340][root][INFO] - mean objectness_loss: 0.045996 [2020-11-14 05:47:40,340][root][INFO] - mean pos_ratio: 0.160895 [2020-11-14 05:47:40,340][root][INFO] - mean sem_cls_loss: 0.162221 [2020-11-14 05:47:40,340][root][INFO] - mean size_cls_loss: 0.163021 [2020-11-14 05:47:40,340][root][INFO] - mean size_reg_loss: 0.022503 [2020-11-14 05:47:40,340][root][INFO] - mean vote_loss: 0.203515 [2020-11-14 05:48:29,249][root][INFO] - ---- batch: 080 ---- [2020-11-14 05:48:29,256][root][INFO] - mean box_loss: 0.174356 [2020-11-14 05:48:29,256][root][INFO] - mean center_loss: 0.029152 [2020-11-14 05:48:29,256][root][INFO] - mean heading_cls_loss: 0.643539 [2020-11-14 05:48:29,256][root][INFO] - mean heading_reg_loss: 0.041432 [2020-11-14 05:48:29,257][root][INFO] - mean loss: 4.141542 [2020-11-14 05:48:29,257][root][INFO] - mean neg_ratio: 0.731238 [2020-11-14 05:48:29,257][root][INFO] - mean obj_acc: 0.953900 [2020-11-14 05:48:29,257][root][INFO] - mean objectness_loss: 0.037390 [2020-11-14 05:48:29,257][root][INFO] - mean pos_ratio: 0.147266 [2020-11-14 05:48:29,257][root][INFO] - mean sem_cls_loss: 0.168321 [2020-11-14 05:48:29,257][root][INFO] - mean size_cls_loss: 0.167892 [2020-11-14 05:48:29,257][root][INFO] - mean size_reg_loss: 0.022630 [2020-11-14 05:48:29,257][root][INFO] - mean vote_loss: 0.204271 [2020-11-14 05:48:43,068][root][INFO] - **** EPOCH 162 **** [2020-11-14 05:48:43,070][root][INFO] - Current learning rate: 0.000001 [2020-11-14 05:48:43,070][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 05:48:43,070][root][INFO] - 2020-11-14 05:48:43.070252 [2020-11-14 05:49:38,872][root][INFO] - ---- batch: 010 ---- [2020-11-14 05:49:38,877][root][INFO] - mean box_loss: 0.178270 [2020-11-14 05:49:38,878][root][INFO] - mean center_loss: 0.033449 [2020-11-14 05:49:38,878][root][INFO] - mean heading_cls_loss: 0.648448 [2020-11-14 05:49:38,878][root][INFO] - mean heading_reg_loss: 0.042271 [2020-11-14 05:49:38,878][root][INFO] - mean loss: 4.162137 [2020-11-14 05:49:38,878][root][INFO] - mean neg_ratio: 0.738367 [2020-11-14 05:49:38,878][root][INFO] - mean obj_acc: 0.949921 [2020-11-14 05:49:38,878][root][INFO] - mean objectness_loss: 0.042264 [2020-11-14 05:49:38,878][root][INFO] - mean pos_ratio: 0.141180 [2020-11-14 05:49:38,878][root][INFO] - mean sem_cls_loss: 0.168069 [2020-11-14 05:49:38,878][root][INFO] - mean size_cls_loss: 0.168164 [2020-11-14 05:49:38,878][root][INFO] - mean size_reg_loss: 0.020889 [2020-11-14 05:49:38,878][root][INFO] - mean vote_loss: 0.200005 [2020-11-14 05:50:29,561][root][INFO] - ---- batch: 020 ---- [2020-11-14 05:50:29,566][root][INFO] - mean box_loss: 0.177683 [2020-11-14 05:50:29,566][root][INFO] - mean center_loss: 0.031783 [2020-11-14 05:50:29,566][root][INFO] - mean heading_cls_loss: 0.676316 [2020-11-14 05:50:29,566][root][INFO] - mean heading_reg_loss: 0.039997 [2020-11-14 05:50:29,566][root][INFO] - mean loss: 4.195899 [2020-11-14 05:50:29,566][root][INFO] - mean neg_ratio: 0.716492 [2020-11-14 05:50:29,566][root][INFO] - mean obj_acc: 0.954923 [2020-11-14 05:50:29,566][root][INFO] - mean objectness_loss: 0.041383 [2020-11-14 05:50:29,566][root][INFO] - mean pos_ratio: 0.159430 [2020-11-14 05:50:29,566][root][INFO] - mean sem_cls_loss: 0.160218 [2020-11-14 05:50:29,566][root][INFO] - mean size_cls_loss: 0.160570 [2020-11-14 05:50:29,566][root][INFO] - mean size_reg_loss: 0.022215 [2020-11-14 05:50:29,566][root][INFO] - mean vote_loss: 0.205193 [2020-11-14 05:51:21,022][root][INFO] - ---- batch: 030 ---- [2020-11-14 05:51:21,026][root][INFO] - mean box_loss: 0.184641 [2020-11-14 05:51:21,026][root][INFO] - mean center_loss: 0.030225 [2020-11-14 05:51:21,026][root][INFO] - mean heading_cls_loss: 0.696069 [2020-11-14 05:51:21,027][root][INFO] - mean heading_reg_loss: 0.046923 [2020-11-14 05:51:21,027][root][INFO] - mean loss: 4.348270 [2020-11-14 05:51:21,027][root][INFO] - mean neg_ratio: 0.742279 [2020-11-14 05:51:21,027][root][INFO] - mean obj_acc: 0.944604 [2020-11-14 05:51:21,027][root][INFO] - mean objectness_loss: 0.044320 [2020-11-14 05:51:21,027][root][INFO] - mean pos_ratio: 0.136420 [2020-11-14 05:51:21,027][root][INFO] - mean sem_cls_loss: 0.182953 [2020-11-14 05:51:21,027][root][INFO] - mean size_cls_loss: 0.183040 [2020-11-14 05:51:21,027][root][INFO] - mean size_reg_loss: 0.019583 [2020-11-14 05:51:21,027][root][INFO] - mean vote_loss: 0.209731 [2020-11-14 05:52:10,082][root][INFO] - ---- batch: 040 ---- [2020-11-14 05:52:10,087][root][INFO] - mean box_loss: 0.168628 [2020-11-14 05:52:10,087][root][INFO] - mean center_loss: 0.036442 [2020-11-14 05:52:10,087][root][INFO] - mean heading_cls_loss: 0.577505 [2020-11-14 05:52:10,087][root][INFO] - mean heading_reg_loss: 0.037448 [2020-11-14 05:52:10,087][root][INFO] - mean loss: 4.140217 [2020-11-14 05:52:10,087][root][INFO] - mean neg_ratio: 0.719928 [2020-11-14 05:52:10,087][root][INFO] - mean obj_acc: 0.946371 [2020-11-14 05:52:10,087][root][INFO] - mean objectness_loss: 0.047082 [2020-11-14 05:52:10,087][root][INFO] - mean pos_ratio: 0.158655 [2020-11-14 05:52:10,087][root][INFO] - mean sem_cls_loss: 0.176157 [2020-11-14 05:52:10,087][root][INFO] - mean size_cls_loss: 0.176575 [2020-11-14 05:52:10,087][root][INFO] - mean size_reg_loss: 0.019330 [2020-11-14 05:52:10,087][root][INFO] - mean vote_loss: 0.204237 [2020-11-14 05:53:00,932][root][INFO] - ---- batch: 050 ---- [2020-11-14 05:53:00,938][root][INFO] - mean box_loss: 0.170907 [2020-11-14 05:53:00,938][root][INFO] - mean center_loss: 0.030562 [2020-11-14 05:53:00,940][root][INFO] - mean heading_cls_loss: 0.650283 [2020-11-14 05:53:00,940][root][INFO] - mean heading_reg_loss: 0.038632 [2020-11-14 05:53:00,940][root][INFO] - mean loss: 4.196885 [2020-11-14 05:53:00,940][root][INFO] - mean neg_ratio: 0.728674 [2020-11-14 05:53:00,940][root][INFO] - mean obj_acc: 0.945081 [2020-11-14 05:53:00,940][root][INFO] - mean objectness_loss: 0.044598 [2020-11-14 05:53:00,940][root][INFO] - mean pos_ratio: 0.142438 [2020-11-14 05:53:00,940][root][INFO] - mean sem_cls_loss: 0.166844 [2020-11-14 05:53:00,940][root][INFO] - mean size_cls_loss: 0.166937 [2020-11-14 05:53:00,940][root][INFO] - mean size_reg_loss: 0.019991 [2020-11-14 05:53:00,940][root][INFO] - mean vote_loss: 0.209798 [2020-11-14 05:53:52,275][root][INFO] - ---- batch: 060 ---- [2020-11-14 05:53:52,279][root][INFO] - mean box_loss: 0.175912 [2020-11-14 05:53:52,281][root][INFO] - mean center_loss: 0.036046 [2020-11-14 05:53:52,282][root][INFO] - mean heading_cls_loss: 0.637346 [2020-11-14 05:53:52,282][root][INFO] - mean heading_reg_loss: 0.038986 [2020-11-14 05:53:52,282][root][INFO] - mean loss: 4.128849 [2020-11-14 05:53:52,282][root][INFO] - mean neg_ratio: 0.726642 [2020-11-14 05:53:52,282][root][INFO] - mean obj_acc: 0.949168 [2020-11-14 05:53:52,282][root][INFO] - mean objectness_loss: 0.043719 [2020-11-14 05:53:52,282][root][INFO] - mean pos_ratio: 0.148499 [2020-11-14 05:53:52,282][root][INFO] - mean sem_cls_loss: 0.177156 [2020-11-14 05:53:52,282][root][INFO] - mean size_cls_loss: 0.177155 [2020-11-14 05:53:52,282][root][INFO] - mean size_reg_loss: 0.019430 [2020-11-14 05:53:52,282][root][INFO] - mean vote_loss: 0.197398 [2020-11-14 05:54:41,653][root][INFO] - ---- batch: 070 ---- [2020-11-14 05:54:41,659][root][INFO] - mean box_loss: 0.169445 [2020-11-14 05:54:41,660][root][INFO] - mean center_loss: 0.030490 [2020-11-14 05:54:41,660][root][INFO] - mean heading_cls_loss: 0.654258 [2020-11-14 05:54:41,660][root][INFO] - mean heading_reg_loss: 0.037153 [2020-11-14 05:54:41,660][root][INFO] - mean loss: 4.063421 [2020-11-14 05:54:41,661][root][INFO] - mean neg_ratio: 0.719073 [2020-11-14 05:54:41,661][root][INFO] - mean obj_acc: 0.952482 [2020-11-14 05:54:41,661][root][INFO] - mean objectness_loss: 0.043567 [2020-11-14 05:54:41,661][root][INFO] - mean pos_ratio: 0.157758 [2020-11-14 05:54:41,661][root][INFO] - mean sem_cls_loss: 0.171082 [2020-11-14 05:54:41,661][root][INFO] - mean size_cls_loss: 0.171211 [2020-11-14 05:54:41,661][root][INFO] - mean size_reg_loss: 0.019256 [2020-11-14 05:54:41,661][root][INFO] - mean vote_loss: 0.198005 [2020-11-14 05:55:30,569][root][INFO] - ---- batch: 080 ---- [2020-11-14 05:55:30,576][root][INFO] - mean box_loss: 0.174866 [2020-11-14 05:55:30,576][root][INFO] - mean center_loss: 0.030082 [2020-11-14 05:55:30,576][root][INFO] - mean heading_cls_loss: 0.603701 [2020-11-14 05:55:30,576][root][INFO] - mean heading_reg_loss: 0.040808 [2020-11-14 05:55:30,577][root][INFO] - mean loss: 4.390881 [2020-11-14 05:55:30,577][root][INFO] - mean neg_ratio: 0.718030 [2020-11-14 05:55:30,577][root][INFO] - mean obj_acc: 0.949834 [2020-11-14 05:55:30,577][root][INFO] - mean objectness_loss: 0.043152 [2020-11-14 05:55:30,577][root][INFO] - mean pos_ratio: 0.157562 [2020-11-14 05:55:30,577][root][INFO] - mean sem_cls_loss: 0.202954 [2020-11-14 05:55:30,577][root][INFO] - mean size_cls_loss: 0.203267 [2020-11-14 05:55:30,577][root][INFO] - mean size_reg_loss: 0.023279 [2020-11-14 05:55:30,577][root][INFO] - mean vote_loss: 0.222351 [2020-11-14 05:55:44,413][root][INFO] - **** EPOCH 163 **** [2020-11-14 05:55:44,415][root][INFO] - Current learning rate: 0.000001 [2020-11-14 05:55:44,415][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 05:55:44,415][root][INFO] - 2020-11-14 05:55:44.415544 [2020-11-14 05:56:39,997][root][INFO] - ---- batch: 010 ---- [2020-11-14 05:56:40,003][root][INFO] - mean box_loss: 0.169355 [2020-11-14 05:56:40,003][root][INFO] - mean center_loss: 0.030463 [2020-11-14 05:56:40,003][root][INFO] - mean heading_cls_loss: 0.618623 [2020-11-14 05:56:40,003][root][INFO] - mean heading_reg_loss: 0.041350 [2020-11-14 05:56:40,003][root][INFO] - mean loss: 4.056465 [2020-11-14 05:56:40,003][root][INFO] - mean neg_ratio: 0.723602 [2020-11-14 05:56:40,003][root][INFO] - mean obj_acc: 0.952622 [2020-11-14 05:56:40,003][root][INFO] - mean objectness_loss: 0.038830 [2020-11-14 05:56:40,003][root][INFO] - mean pos_ratio: 0.153247 [2020-11-14 05:56:40,004][root][INFO] - mean sem_cls_loss: 0.162302 [2020-11-14 05:56:40,004][root][INFO] - mean size_cls_loss: 0.162310 [2020-11-14 05:56:40,004][root][INFO] - mean size_reg_loss: 0.019448 [2020-11-14 05:56:40,004][root][INFO] - mean vote_loss: 0.200647 [2020-11-14 05:57:30,348][root][INFO] - ---- batch: 020 ---- [2020-11-14 05:57:30,353][root][INFO] - mean box_loss: 0.173069 [2020-11-14 05:57:30,353][root][INFO] - mean center_loss: 0.034171 [2020-11-14 05:57:30,353][root][INFO] - mean heading_cls_loss: 0.616799 [2020-11-14 05:57:30,353][root][INFO] - mean heading_reg_loss: 0.039870 [2020-11-14 05:57:30,353][root][INFO] - mean loss: 4.169085 [2020-11-14 05:57:30,353][root][INFO] - mean neg_ratio: 0.724207 [2020-11-14 05:57:30,353][root][INFO] - mean obj_acc: 0.954486 [2020-11-14 05:57:30,353][root][INFO] - mean objectness_loss: 0.040250 [2020-11-14 05:57:30,353][root][INFO] - mean pos_ratio: 0.148724 [2020-11-14 05:57:30,353][root][INFO] - mean sem_cls_loss: 0.167387 [2020-11-14 05:57:30,353][root][INFO] - mean size_cls_loss: 0.167884 [2020-11-14 05:57:30,353][root][INFO] - mean size_reg_loss: 0.020560 [2020-11-14 05:57:30,353][root][INFO] - mean vote_loss: 0.206976 [2020-11-14 05:58:21,228][root][INFO] - ---- batch: 030 ---- [2020-11-14 05:58:21,233][root][INFO] - mean box_loss: 0.176742 [2020-11-14 05:58:21,233][root][INFO] - mean center_loss: 0.034743 [2020-11-14 05:58:21,233][root][INFO] - mean heading_cls_loss: 0.636061 [2020-11-14 05:58:21,233][root][INFO] - mean heading_reg_loss: 0.040574 [2020-11-14 05:58:21,233][root][INFO] - mean loss: 4.269273 [2020-11-14 05:58:21,233][root][INFO] - mean neg_ratio: 0.723486 [2020-11-14 05:58:21,233][root][INFO] - mean obj_acc: 0.951395 [2020-11-14 05:58:21,233][root][INFO] - mean objectness_loss: 0.042198 [2020-11-14 05:58:21,233][root][INFO] - mean pos_ratio: 0.148737 [2020-11-14 05:58:21,233][root][INFO] - mean sem_cls_loss: 0.168805 [2020-11-14 05:58:21,233][root][INFO] - mean size_cls_loss: 0.169500 [2020-11-14 05:58:21,233][root][INFO] - mean size_reg_loss: 0.020869 [2020-11-14 05:58:21,233][root][INFO] - mean vote_loss: 0.212206 [2020-11-14 05:59:11,336][root][INFO] - ---- batch: 040 ---- [2020-11-14 05:59:11,341][root][INFO] - mean box_loss: 0.173999 [2020-11-14 05:59:11,341][root][INFO] - mean center_loss: 0.031768 [2020-11-14 05:59:11,341][root][INFO] - mean heading_cls_loss: 0.610329 [2020-11-14 05:59:11,341][root][INFO] - mean heading_reg_loss: 0.043622 [2020-11-14 05:59:11,341][root][INFO] - mean loss: 4.072438 [2020-11-14 05:59:11,341][root][INFO] - mean neg_ratio: 0.716821 [2020-11-14 05:59:11,341][root][INFO] - mean obj_acc: 0.955005 [2020-11-14 05:59:11,341][root][INFO] - mean objectness_loss: 0.042326 [2020-11-14 05:59:11,341][root][INFO] - mean pos_ratio: 0.157629 [2020-11-14 05:59:11,341][root][INFO] - mean sem_cls_loss: 0.196018 [2020-11-14 05:59:11,341][root][INFO] - mean size_cls_loss: 0.196125 [2020-11-14 05:59:11,341][root][INFO] - mean size_reg_loss: 0.017963 [2020-11-14 05:59:11,341][root][INFO] - mean vote_loss: 0.192480 [2020-11-14 06:00:03,044][root][INFO] - ---- batch: 050 ---- [2020-11-14 06:00:03,050][root][INFO] - mean box_loss: 0.179616 [2020-11-14 06:00:03,050][root][INFO] - mean center_loss: 0.031264 [2020-11-14 06:00:03,050][root][INFO] - mean heading_cls_loss: 0.682411 [2020-11-14 06:00:03,050][root][INFO] - mean heading_reg_loss: 0.039157 [2020-11-14 06:00:03,051][root][INFO] - mean loss: 4.386520 [2020-11-14 06:00:03,051][root][INFO] - mean neg_ratio: 0.740491 [2020-11-14 06:00:03,051][root][INFO] - mean obj_acc: 0.949144 [2020-11-14 06:00:03,051][root][INFO] - mean objectness_loss: 0.041287 [2020-11-14 06:00:03,051][root][INFO] - mean pos_ratio: 0.142365 [2020-11-14 06:00:03,051][root][INFO] - mean sem_cls_loss: 0.175148 [2020-11-14 06:00:03,051][root][INFO] - mean size_cls_loss: 0.174508 [2020-11-14 06:00:03,051][root][INFO] - mean size_reg_loss: 0.023503 [2020-11-14 06:00:03,051][root][INFO] - mean vote_loss: 0.220878 [2020-11-14 06:00:53,335][root][INFO] - ---- batch: 060 ---- [2020-11-14 06:00:53,342][root][INFO] - mean box_loss: 0.168013 [2020-11-14 06:00:53,342][root][INFO] - mean center_loss: 0.033295 [2020-11-14 06:00:53,342][root][INFO] - mean heading_cls_loss: 0.597748 [2020-11-14 06:00:53,342][root][INFO] - mean heading_reg_loss: 0.039728 [2020-11-14 06:00:53,343][root][INFO] - mean loss: 4.017352 [2020-11-14 06:00:53,343][root][INFO] - mean neg_ratio: 0.714642 [2020-11-14 06:00:53,343][root][INFO] - mean obj_acc: 0.949719 [2020-11-14 06:00:53,343][root][INFO] - mean objectness_loss: 0.043243 [2020-11-14 06:00:53,343][root][INFO] - mean pos_ratio: 0.158984 [2020-11-14 06:00:53,343][root][INFO] - mean sem_cls_loss: 0.154771 [2020-11-14 06:00:53,343][root][INFO] - mean size_cls_loss: 0.154387 [2020-11-14 06:00:53,343][root][INFO] - mean size_reg_loss: 0.019776 [2020-11-14 06:00:53,343][root][INFO] - mean vote_loss: 0.196624 [2020-11-14 06:01:44,087][root][INFO] - ---- batch: 070 ---- [2020-11-14 06:01:44,094][root][INFO] - mean box_loss: 0.173565 [2020-11-14 06:01:44,094][root][INFO] - mean center_loss: 0.027639 [2020-11-14 06:01:44,094][root][INFO] - mean heading_cls_loss: 0.634906 [2020-11-14 06:01:44,095][root][INFO] - mean heading_reg_loss: 0.044583 [2020-11-14 06:01:44,095][root][INFO] - mean loss: 4.095439 [2020-11-14 06:01:44,095][root][INFO] - mean neg_ratio: 0.734137 [2020-11-14 06:01:44,095][root][INFO] - mean obj_acc: 0.948026 [2020-11-14 06:01:44,095][root][INFO] - mean objectness_loss: 0.040985 [2020-11-14 06:01:44,095][root][INFO] - mean pos_ratio: 0.144098 [2020-11-14 06:01:44,095][root][INFO] - mean sem_cls_loss: 0.154619 [2020-11-14 06:01:44,095][root][INFO] - mean size_cls_loss: 0.155142 [2020-11-14 06:01:44,095][root][INFO] - mean size_reg_loss: 0.022337 [2020-11-14 06:01:44,095][root][INFO] - mean vote_loss: 0.200025 [2020-11-14 06:02:32,620][root][INFO] - ---- batch: 080 ---- [2020-11-14 06:02:32,626][root][INFO] - mean box_loss: 0.181352 [2020-11-14 06:02:32,627][root][INFO] - mean center_loss: 0.034380 [2020-11-14 06:02:32,627][root][INFO] - mean heading_cls_loss: 0.663671 [2020-11-14 06:02:32,627][root][INFO] - mean heading_reg_loss: 0.041829 [2020-11-14 06:02:32,627][root][INFO] - mean loss: 4.248449 [2020-11-14 06:02:32,627][root][INFO] - mean neg_ratio: 0.733179 [2020-11-14 06:02:32,627][root][INFO] - mean obj_acc: 0.948959 [2020-11-14 06:02:32,627][root][INFO] - mean objectness_loss: 0.041885 [2020-11-14 06:02:32,627][root][INFO] - mean pos_ratio: 0.143738 [2020-11-14 06:02:32,628][root][INFO] - mean sem_cls_loss: 0.169522 [2020-11-14 06:02:32,628][root][INFO] - mean size_cls_loss: 0.169316 [2020-11-14 06:02:32,628][root][INFO] - mean size_reg_loss: 0.021845 [2020-11-14 06:02:32,628][root][INFO] - mean vote_loss: 0.205598 [2020-11-14 06:02:46,675][root][INFO] - **** EPOCH 164 **** [2020-11-14 06:02:46,678][root][INFO] - Current learning rate: 0.000001 [2020-11-14 06:02:46,678][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 06:02:46,678][root][INFO] - 2020-11-14 06:02:46.678156 [2020-11-14 06:03:42,698][root][INFO] - ---- batch: 010 ---- [2020-11-14 06:03:42,704][root][INFO] - mean box_loss: 0.170378 [2020-11-14 06:03:42,704][root][INFO] - mean center_loss: 0.029033 [2020-11-14 06:03:42,704][root][INFO] - mean heading_cls_loss: 0.620617 [2020-11-14 06:03:42,704][root][INFO] - mean heading_reg_loss: 0.042060 [2020-11-14 06:03:42,704][root][INFO] - mean loss: 4.130226 [2020-11-14 06:03:42,704][root][INFO] - mean neg_ratio: 0.724463 [2020-11-14 06:03:42,704][root][INFO] - mean obj_acc: 0.954763 [2020-11-14 06:03:42,704][root][INFO] - mean objectness_loss: 0.040063 [2020-11-14 06:03:42,704][root][INFO] - mean pos_ratio: 0.151477 [2020-11-14 06:03:42,704][root][INFO] - mean sem_cls_loss: 0.169191 [2020-11-14 06:03:42,704][root][INFO] - mean size_cls_loss: 0.169457 [2020-11-14 06:03:42,704][root][INFO] - mean size_reg_loss: 0.020278 [2020-11-14 06:03:42,704][root][INFO] - mean vote_loss: 0.205694 [2020-11-14 06:04:32,931][root][INFO] - ---- batch: 020 ---- [2020-11-14 06:04:32,935][root][INFO] - mean box_loss: 0.196165 [2020-11-14 06:04:32,936][root][INFO] - mean center_loss: 0.036327 [2020-11-14 06:04:32,936][root][INFO] - mean heading_cls_loss: 0.711231 [2020-11-14 06:04:32,936][root][INFO] - mean heading_reg_loss: 0.046513 [2020-11-14 06:04:32,936][root][INFO] - mean loss: 4.468934 [2020-11-14 06:04:32,936][root][INFO] - mean neg_ratio: 0.723047 [2020-11-14 06:04:32,936][root][INFO] - mean obj_acc: 0.953676 [2020-11-14 06:04:32,936][root][INFO] - mean objectness_loss: 0.042282 [2020-11-14 06:04:32,936][root][INFO] - mean pos_ratio: 0.149500 [2020-11-14 06:04:32,936][root][INFO] - mean sem_cls_loss: 0.179882 [2020-11-14 06:04:32,936][root][INFO] - mean size_cls_loss: 0.180161 [2020-11-14 06:04:32,936][root][INFO] - mean size_reg_loss: 0.024187 [2020-11-14 06:04:32,936][root][INFO] - mean vote_loss: 0.211599 [2020-11-14 06:05:23,373][root][INFO] - ---- batch: 030 ---- [2020-11-14 06:05:23,378][root][INFO] - mean box_loss: 0.180402 [2020-11-14 06:05:23,378][root][INFO] - mean center_loss: 0.035310 [2020-11-14 06:05:23,378][root][INFO] - mean heading_cls_loss: 0.671465 [2020-11-14 06:05:23,378][root][INFO] - mean heading_reg_loss: 0.039902 [2020-11-14 06:05:23,379][root][INFO] - mean loss: 4.323843 [2020-11-14 06:05:23,379][root][INFO] - mean neg_ratio: 0.715405 [2020-11-14 06:05:23,379][root][INFO] - mean obj_acc: 0.949393 [2020-11-14 06:05:23,379][root][INFO] - mean objectness_loss: 0.045299 [2020-11-14 06:05:23,379][root][INFO] - mean pos_ratio: 0.158356 [2020-11-14 06:05:23,379][root][INFO] - mean sem_cls_loss: 0.179755 [2020-11-14 06:05:23,379][root][INFO] - mean size_cls_loss: 0.179375 [2020-11-14 06:05:23,379][root][INFO] - mean size_reg_loss: 0.020107 [2020-11-14 06:05:23,379][root][INFO] - mean vote_loss: 0.211357 [2020-11-14 06:06:12,516][root][INFO] - ---- batch: 040 ---- [2020-11-14 06:06:12,520][root][INFO] - mean box_loss: 0.159830 [2020-11-14 06:06:12,521][root][INFO] - mean center_loss: 0.031335 [2020-11-14 06:06:12,521][root][INFO] - mean heading_cls_loss: 0.576819 [2020-11-14 06:06:12,521][root][INFO] - mean heading_reg_loss: 0.036666 [2020-11-14 06:06:12,521][root][INFO] - mean loss: 3.871026 [2020-11-14 06:06:12,521][root][INFO] - mean neg_ratio: 0.704926 [2020-11-14 06:06:12,521][root][INFO] - mean obj_acc: 0.951220 [2020-11-14 06:06:12,521][root][INFO] - mean objectness_loss: 0.044010 [2020-11-14 06:06:12,521][root][INFO] - mean pos_ratio: 0.158960 [2020-11-14 06:06:12,521][root][INFO] - mean sem_cls_loss: 0.142798 [2020-11-14 06:06:12,521][root][INFO] - mean size_cls_loss: 0.142410 [2020-11-14 06:06:12,521][root][INFO] - mean size_reg_loss: 0.019906 [2020-11-14 06:06:12,521][root][INFO] - mean vote_loss: 0.190988 [2020-11-14 06:07:03,327][root][INFO] - ---- batch: 050 ---- [2020-11-14 06:07:03,333][root][INFO] - mean box_loss: 0.175677 [2020-11-14 06:07:03,333][root][INFO] - mean center_loss: 0.035036 [2020-11-14 06:07:03,334][root][INFO] - mean heading_cls_loss: 0.629962 [2020-11-14 06:07:03,334][root][INFO] - mean heading_reg_loss: 0.041396 [2020-11-14 06:07:03,334][root][INFO] - mean loss: 4.137744 [2020-11-14 06:07:03,334][root][INFO] - mean neg_ratio: 0.732257 [2020-11-14 06:07:03,334][root][INFO] - mean obj_acc: 0.953132 [2020-11-14 06:07:03,334][root][INFO] - mean objectness_loss: 0.039341 [2020-11-14 06:07:03,334][root][INFO] - mean pos_ratio: 0.144879 [2020-11-14 06:07:03,334][root][INFO] - mean sem_cls_loss: 0.150061 [2020-11-14 06:07:03,334][root][INFO] - mean size_cls_loss: 0.150224 [2020-11-14 06:07:03,334][root][INFO] - mean size_reg_loss: 0.021226 [2020-11-14 06:07:03,334][root][INFO] - mean vote_loss: 0.203420 [2020-11-14 06:07:55,402][root][INFO] - ---- batch: 060 ---- [2020-11-14 06:07:55,407][root][INFO] - mean box_loss: 0.181300 [2020-11-14 06:07:55,407][root][INFO] - mean center_loss: 0.030232 [2020-11-14 06:07:55,407][root][INFO] - mean heading_cls_loss: 0.672782 [2020-11-14 06:07:55,408][root][INFO] - mean heading_reg_loss: 0.047962 [2020-11-14 06:07:55,408][root][INFO] - mean loss: 4.324477 [2020-11-14 06:07:55,408][root][INFO] - mean neg_ratio: 0.732928 [2020-11-14 06:07:55,408][root][INFO] - mean obj_acc: 0.944444 [2020-11-14 06:07:55,408][root][INFO] - mean objectness_loss: 0.045375 [2020-11-14 06:07:55,408][root][INFO] - mean pos_ratio: 0.148077 [2020-11-14 06:07:55,408][root][INFO] - mean sem_cls_loss: 0.167143 [2020-11-14 06:07:55,408][root][INFO] - mean size_cls_loss: 0.166968 [2020-11-14 06:07:55,408][root][INFO] - mean size_reg_loss: 0.019131 [2020-11-14 06:07:55,408][root][INFO] - mean vote_loss: 0.211746 [2020-11-14 06:08:45,334][root][INFO] - ---- batch: 070 ---- [2020-11-14 06:08:45,339][root][INFO] - mean box_loss: 0.182903 [2020-11-14 06:08:45,340][root][INFO] - mean center_loss: 0.032666 [2020-11-14 06:08:45,340][root][INFO] - mean heading_cls_loss: 0.693484 [2020-11-14 06:08:45,340][root][INFO] - mean heading_reg_loss: 0.042180 [2020-11-14 06:08:45,340][root][INFO] - mean loss: 4.203673 [2020-11-14 06:08:45,340][root][INFO] - mean neg_ratio: 0.724792 [2020-11-14 06:08:45,341][root][INFO] - mean obj_acc: 0.951346 [2020-11-14 06:08:45,341][root][INFO] - mean objectness_loss: 0.043237 [2020-11-14 06:08:45,341][root][INFO] - mean pos_ratio: 0.154376 [2020-11-14 06:08:45,341][root][INFO] - mean sem_cls_loss: 0.183595 [2020-11-14 06:08:45,341][root][INFO] - mean size_cls_loss: 0.183984 [2020-11-14 06:08:45,341][root][INFO] - mean size_reg_loss: 0.020310 [2020-11-14 06:08:45,341][root][INFO] - mean vote_loss: 0.197486 [2020-11-14 06:09:34,400][root][INFO] - ---- batch: 080 ---- [2020-11-14 06:09:34,406][root][INFO] - mean box_loss: 0.179003 [2020-11-14 06:09:34,407][root][INFO] - mean center_loss: 0.033606 [2020-11-14 06:09:34,407][root][INFO] - mean heading_cls_loss: 0.657573 [2020-11-14 06:09:34,407][root][INFO] - mean heading_reg_loss: 0.041027 [2020-11-14 06:09:34,407][root][INFO] - mean loss: 4.199319 [2020-11-14 06:09:34,408][root][INFO] - mean neg_ratio: 0.740576 [2020-11-14 06:09:34,408][root][INFO] - mean obj_acc: 0.944010 [2020-11-14 06:09:34,408][root][INFO] - mean objectness_loss: 0.043967 [2020-11-14 06:09:34,408][root][INFO] - mean pos_ratio: 0.140918 [2020-11-14 06:09:34,408][root][INFO] - mean sem_cls_loss: 0.187376 [2020-11-14 06:09:34,408][root][INFO] - mean size_cls_loss: 0.187792 [2020-11-14 06:09:34,408][root][INFO] - mean size_reg_loss: 0.019833 [2020-11-14 06:09:34,408][root][INFO] - mean vote_loss: 0.200208 [2020-11-14 06:09:47,559][root][INFO] - Eval batch: 0 [2020-11-14 06:09:49,408][root][INFO] - Eval batch: 10 [2020-11-14 06:09:51,226][root][INFO] - Eval batch: 20 [2020-11-14 06:09:53,018][root][INFO] - Eval batch: 30 [2020-11-14 06:09:54,793][root][INFO] - Eval batch: 40 [2020-11-14 06:09:56,657][root][INFO] - Eval batch: 50 [2020-11-14 06:09:58,550][root][INFO] - Eval batch: 60 [2020-11-14 06:10:00,337][root][INFO] - Eval batch: 70 [2020-11-14 06:10:02,181][root][INFO] - 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Eval batch: 4940 [2020-11-14 06:24:54,503][root][INFO] - Eval batch: 4950 [2020-11-14 06:24:56,318][root][INFO] - Eval batch: 4960 [2020-11-14 06:24:58,194][root][INFO] - Eval batch: 4970 [2020-11-14 06:25:00,006][root][INFO] - Eval batch: 4980 [2020-11-14 06:25:01,813][root][INFO] - Eval batch: 4990 [2020-11-14 06:25:03,600][root][INFO] - Eval batch: 5000 [2020-11-14 06:25:05,470][root][INFO] - Eval batch: 5010 [2020-11-14 06:25:07,337][root][INFO] - Eval batch: 5020 [2020-11-14 06:25:09,189][root][INFO] - Eval batch: 5030 [2020-11-14 06:25:10,919][root][INFO] - Eval batch: 5040 [2020-11-14 06:25:12,840][root][INFO] - eval mean box_loss: 0.222611 [2020-11-14 06:25:12,841][root][INFO] - eval mean center_loss: 0.041816 [2020-11-14 06:25:12,841][root][INFO] - eval mean heading_cls_loss: 0.718428 [2020-11-14 06:25:12,842][root][INFO] - eval mean heading_reg_loss: 0.038976 [2020-11-14 06:25:12,842][root][INFO] - eval mean loss: 5.427151 [2020-11-14 06:25:12,842][root][INFO] - eval mean neg_ratio: 0.700513 [2020-11-14 06:25:12,843][root][INFO] - eval mean obj_acc: 0.922241 [2020-11-14 06:25:12,843][root][INFO] - eval mean objectness_loss: 0.085464 [2020-11-14 06:25:12,843][root][INFO] - eval mean pos_ratio: 0.159233 [2020-11-14 06:25:12,844][root][INFO] - eval mean sem_cls_loss: 0.464176 [2020-11-14 06:25:12,844][root][INFO] - eval mean size_cls_loss: 0.463475 [2020-11-14 06:25:12,844][root][INFO] - eval mean size_reg_loss: 0.023628 [2020-11-14 06:25:12,845][root][INFO] - eval mean vote_loss: 0.230955 [2020-11-14 06:26:07,292][root][INFO] - eval bed Average Precision: 0.524258 [2020-11-14 06:26:07,293][root][INFO] - eval table Average Precision: 0.202445 [2020-11-14 06:26:07,293][root][INFO] - eval sofa Average Precision: 0.519713 [2020-11-14 06:26:07,293][root][INFO] - eval chair Average Precision: 0.531553 [2020-11-14 06:26:07,293][root][INFO] - eval toilet Average Precision: 0.621893 [2020-11-14 06:26:07,293][root][INFO] - eval desk Average Precision: 0.063524 [2020-11-14 06:26:07,293][root][INFO] - eval dresser Average Precision: 0.157481 [2020-11-14 06:26:07,293][root][INFO] - eval night_stand Average Precision: 0.408314 [2020-11-14 06:26:07,293][root][INFO] - eval bookshelf Average Precision: 0.089743 [2020-11-14 06:26:07,294][root][INFO] - eval bathtub Average Precision: 0.382128 [2020-11-14 06:26:07,294][root][INFO] - eval mAP: 0.350105 [2020-11-14 06:26:07,294][root][INFO] - eval bed Recall: 0.653775 [2020-11-14 06:26:07,294][root][INFO] - eval table Recall: 0.416360 [2020-11-14 06:26:07,294][root][INFO] - eval sofa Recall: 0.663537 [2020-11-14 06:26:07,294][root][INFO] - eval chair Recall: 0.649774 [2020-11-14 06:26:07,294][root][INFO] - eval toilet Recall: 0.708609 [2020-11-14 06:26:07,294][root][INFO] - eval desk Recall: 0.279390 [2020-11-14 06:26:07,294][root][INFO] - eval dresser Recall: 0.458333 [2020-11-14 06:26:07,294][root][INFO] - eval night_stand Recall: 0.598425 [2020-11-14 06:26:07,294][root][INFO] - eval bookshelf Recall: 0.224080 [2020-11-14 06:26:07,294][root][INFO] - eval bathtub Recall: 0.500000 [2020-11-14 06:26:07,294][root][INFO] - eval AR: 0.515228 [2020-11-14 06:26:07,295][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 06:26:08,529][root][INFO] - **** EPOCH 165 **** [2020-11-14 06:26:08,530][root][INFO] - Current learning rate: 0.000001 [2020-11-14 06:26:08,530][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 06:26:08,530][root][INFO] - 2020-11-14 06:26:08.530525 [2020-11-14 06:27:04,853][root][INFO] - ---- batch: 010 ---- [2020-11-14 06:27:04,858][root][INFO] - mean box_loss: 0.187056 [2020-11-14 06:27:04,859][root][INFO] - mean center_loss: 0.038493 [2020-11-14 06:27:04,859][root][INFO] - mean heading_cls_loss: 0.640177 [2020-11-14 06:27:04,859][root][INFO] - mean heading_reg_loss: 0.043568 [2020-11-14 06:27:04,859][root][INFO] - mean loss: 4.430047 [2020-11-14 06:27:04,859][root][INFO] - mean neg_ratio: 0.737646 [2020-11-14 06:27:04,859][root][INFO] - mean obj_acc: 0.944134 [2020-11-14 06:27:04,859][root][INFO] - mean objectness_loss: 0.048821 [2020-11-14 06:27:04,859][root][INFO] - mean pos_ratio: 0.141278 [2020-11-14 06:27:04,859][root][INFO] - mean sem_cls_loss: 0.183947 [2020-11-14 06:27:04,859][root][INFO] - mean size_cls_loss: 0.184506 [2020-11-14 06:27:04,859][root][INFO] - mean size_reg_loss: 0.022527 [2020-11-14 06:27:04,859][root][INFO] - mean vote_loss: 0.213143 [2020-11-14 06:27:55,613][root][INFO] - ---- batch: 020 ---- [2020-11-14 06:27:55,618][root][INFO] - mean box_loss: 0.173157 [2020-11-14 06:27:55,618][root][INFO] - mean center_loss: 0.037007 [2020-11-14 06:27:55,619][root][INFO] - mean heading_cls_loss: 0.623309 [2020-11-14 06:27:55,619][root][INFO] - mean heading_reg_loss: 0.039708 [2020-11-14 06:27:55,619][root][INFO] - mean loss: 4.097549 [2020-11-14 06:27:55,619][root][INFO] - mean neg_ratio: 0.726123 [2020-11-14 06:27:55,619][root][INFO] - mean obj_acc: 0.953231 [2020-11-14 06:27:55,619][root][INFO] - mean objectness_loss: 0.039703 [2020-11-14 06:27:55,619][root][INFO] - mean pos_ratio: 0.150348 [2020-11-14 06:27:55,619][root][INFO] - mean sem_cls_loss: 0.153442 [2020-11-14 06:27:55,619][root][INFO] - mean size_cls_loss: 0.153756 [2020-11-14 06:27:55,619][root][INFO] - mean size_reg_loss: 0.018735 [2020-11-14 06:27:55,619][root][INFO] - mean vote_loss: 0.201403 [2020-11-14 06:28:46,683][root][INFO] - ---- batch: 030 ---- [2020-11-14 06:28:46,688][root][INFO] - mean box_loss: 0.176484 [2020-11-14 06:28:46,688][root][INFO] - mean center_loss: 0.031477 [2020-11-14 06:28:46,688][root][INFO] - mean heading_cls_loss: 0.671730 [2020-11-14 06:28:46,688][root][INFO] - mean heading_reg_loss: 0.039407 [2020-11-14 06:28:46,688][root][INFO] - mean loss: 4.259017 [2020-11-14 06:28:46,688][root][INFO] - mean neg_ratio: 0.730695 [2020-11-14 06:28:46,688][root][INFO] - mean obj_acc: 0.950976 [2020-11-14 06:28:46,688][root][INFO] - mean objectness_loss: 0.041368 [2020-11-14 06:28:46,688][root][INFO] - mean pos_ratio: 0.148584 [2020-11-14 06:28:46,688][root][INFO] - mean sem_cls_loss: 0.161436 [2020-11-14 06:28:46,688][root][INFO] - mean size_cls_loss: 0.161562 [2020-11-14 06:28:46,688][root][INFO] - mean size_reg_loss: 0.022271 [2020-11-14 06:28:46,688][root][INFO] - mean vote_loss: 0.212590 [2020-11-14 06:29:36,146][root][INFO] - ---- batch: 040 ---- [2020-11-14 06:29:36,152][root][INFO] - mean box_loss: 0.174464 [2020-11-14 06:29:36,152][root][INFO] - mean center_loss: 0.031509 [2020-11-14 06:29:36,152][root][INFO] - mean heading_cls_loss: 0.705628 [2020-11-14 06:29:36,152][root][INFO] - mean heading_reg_loss: 0.036804 [2020-11-14 06:29:36,152][root][INFO] - mean loss: 4.146770 [2020-11-14 06:29:36,152][root][INFO] - mean neg_ratio: 0.718866 [2020-11-14 06:29:36,152][root][INFO] - mean obj_acc: 0.953921 [2020-11-14 06:29:36,152][root][INFO] - mean objectness_loss: 0.040332 [2020-11-14 06:29:36,152][root][INFO] - mean pos_ratio: 0.152509 [2020-11-14 06:29:36,152][root][INFO] - mean sem_cls_loss: 0.164553 [2020-11-14 06:29:36,152][root][INFO] - mean size_cls_loss: 0.164247 [2020-11-14 06:29:36,152][root][INFO] - mean size_reg_loss: 0.019164 [2020-11-14 06:29:36,152][root][INFO] - mean vote_loss: 0.203591 [2020-11-14 06:30:26,357][root][INFO] - ---- batch: 050 ---- [2020-11-14 06:30:26,362][root][INFO] - mean box_loss: 0.168045 [2020-11-14 06:30:26,362][root][INFO] - mean center_loss: 0.030664 [2020-11-14 06:30:26,362][root][INFO] - mean heading_cls_loss: 0.611741 [2020-11-14 06:30:26,362][root][INFO] - mean heading_reg_loss: 0.037228 [2020-11-14 06:30:26,362][root][INFO] - mean loss: 4.239572 [2020-11-14 06:30:26,362][root][INFO] - mean neg_ratio: 0.713824 [2020-11-14 06:30:26,362][root][INFO] - mean obj_acc: 0.952721 [2020-11-14 06:30:26,362][root][INFO] - mean objectness_loss: 0.043091 [2020-11-14 06:30:26,362][root][INFO] - mean pos_ratio: 0.158203 [2020-11-14 06:30:26,362][root][INFO] - mean sem_cls_loss: 0.162862 [2020-11-14 06:30:26,363][root][INFO] - mean size_cls_loss: 0.163406 [2020-11-14 06:30:26,363][root][INFO] - mean size_reg_loss: 0.022638 [2020-11-14 06:30:26,363][root][INFO] - mean vote_loss: 0.218081 [2020-11-14 06:31:17,419][root][INFO] - ---- batch: 060 ---- [2020-11-14 06:31:17,423][root][INFO] - mean box_loss: 0.170288 [2020-11-14 06:31:17,424][root][INFO] - mean center_loss: 0.029131 [2020-11-14 06:31:17,425][root][INFO] - mean heading_cls_loss: 0.630801 [2020-11-14 06:31:17,426][root][INFO] - mean heading_reg_loss: 0.040770 [2020-11-14 06:31:17,426][root][INFO] - mean loss: 4.073692 [2020-11-14 06:31:17,426][root][INFO] - mean neg_ratio: 0.733783 [2020-11-14 06:31:17,426][root][INFO] - mean obj_acc: 0.948670 [2020-11-14 06:31:17,426][root][INFO] - mean objectness_loss: 0.040819 [2020-11-14 06:31:17,426][root][INFO] - mean pos_ratio: 0.141583 [2020-11-14 06:31:17,426][root][INFO] - mean sem_cls_loss: 0.165519 [2020-11-14 06:31:17,426][root][INFO] - mean size_cls_loss: 0.165651 [2020-11-14 06:31:17,426][root][INFO] - mean size_reg_loss: 0.020741 [2020-11-14 06:31:17,426][root][INFO] - mean vote_loss: 0.200120 [2020-11-14 06:32:07,244][root][INFO] - ---- batch: 070 ---- [2020-11-14 06:32:07,252][root][INFO] - mean box_loss: 0.181845 [2020-11-14 06:32:07,253][root][INFO] - mean center_loss: 0.032130 [2020-11-14 06:32:07,253][root][INFO] - mean heading_cls_loss: 0.670152 [2020-11-14 06:32:07,253][root][INFO] - mean heading_reg_loss: 0.040993 [2020-11-14 06:32:07,253][root][INFO] - mean loss: 4.194642 [2020-11-14 06:32:07,253][root][INFO] - mean neg_ratio: 0.723401 [2020-11-14 06:32:07,253][root][INFO] - mean obj_acc: 0.951171 [2020-11-14 06:32:07,253][root][INFO] - mean objectness_loss: 0.042594 [2020-11-14 06:32:07,254][root][INFO] - mean pos_ratio: 0.155640 [2020-11-14 06:32:07,254][root][INFO] - mean sem_cls_loss: 0.187103 [2020-11-14 06:32:07,254][root][INFO] - mean size_cls_loss: 0.187425 [2020-11-14 06:32:07,254][root][INFO] - mean size_reg_loss: 0.022964 [2020-11-14 06:32:07,254][root][INFO] - mean vote_loss: 0.197612 [2020-11-14 06:32:57,908][root][INFO] - ---- batch: 080 ---- [2020-11-14 06:32:57,915][root][INFO] - mean box_loss: 0.182354 [2020-11-14 06:32:57,915][root][INFO] - mean center_loss: 0.033696 [2020-11-14 06:32:57,915][root][INFO] - mean heading_cls_loss: 0.646448 [2020-11-14 06:32:57,915][root][INFO] - mean heading_reg_loss: 0.046541 [2020-11-14 06:32:57,916][root][INFO] - mean loss: 4.253491 [2020-11-14 06:32:57,916][root][INFO] - mean neg_ratio: 0.730414 [2020-11-14 06:32:57,916][root][INFO] - mean obj_acc: 0.947507 [2020-11-14 06:32:57,916][root][INFO] - mean objectness_loss: 0.042877 [2020-11-14 06:32:57,916][root][INFO] - mean pos_ratio: 0.146594 [2020-11-14 06:32:57,916][root][INFO] - mean sem_cls_loss: 0.177433 [2020-11-14 06:32:57,916][root][INFO] - mean size_cls_loss: 0.177613 [2020-11-14 06:32:57,916][root][INFO] - mean size_reg_loss: 0.019710 [2020-11-14 06:32:57,916][root][INFO] - mean vote_loss: 0.203814 [2020-11-14 06:33:11,213][root][INFO] - **** EPOCH 166 **** [2020-11-14 06:33:11,215][root][INFO] - Current learning rate: 0.000001 [2020-11-14 06:33:11,215][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 06:33:11,215][root][INFO] - 2020-11-14 06:33:11.215678 [2020-11-14 06:34:05,327][root][INFO] - ---- batch: 010 ---- [2020-11-14 06:34:05,332][root][INFO] - mean box_loss: 0.197124 [2020-11-14 06:34:05,332][root][INFO] - mean center_loss: 0.037561 [2020-11-14 06:34:05,332][root][INFO] - mean heading_cls_loss: 0.711466 [2020-11-14 06:34:05,332][root][INFO] - mean heading_reg_loss: 0.045519 [2020-11-14 06:34:05,332][root][INFO] - mean loss: 4.491625 [2020-11-14 06:34:05,332][root][INFO] - mean neg_ratio: 0.735547 [2020-11-14 06:34:05,332][root][INFO] - mean obj_acc: 0.947710 [2020-11-14 06:34:05,333][root][INFO] - mean objectness_loss: 0.042150 [2020-11-14 06:34:05,333][root][INFO] - mean pos_ratio: 0.141632 [2020-11-14 06:34:05,333][root][INFO] - mean sem_cls_loss: 0.190782 [2020-11-14 06:34:05,333][root][INFO] - mean size_cls_loss: 0.190992 [2020-11-14 06:34:05,333][root][INFO] - mean size_reg_loss: 0.023798 [2020-11-14 06:34:05,333][root][INFO] - mean vote_loss: 0.211885 [2020-11-14 06:34:55,426][root][INFO] - ---- batch: 020 ---- [2020-11-14 06:34:55,431][root][INFO] - mean box_loss: 0.172711 [2020-11-14 06:34:55,431][root][INFO] - mean center_loss: 0.032089 [2020-11-14 06:34:55,431][root][INFO] - mean heading_cls_loss: 0.601178 [2020-11-14 06:34:55,431][root][INFO] - mean heading_reg_loss: 0.040958 [2020-11-14 06:34:55,431][root][INFO] - mean loss: 4.175852 [2020-11-14 06:34:55,431][root][INFO] - mean neg_ratio: 0.720111 [2020-11-14 06:34:55,431][root][INFO] - mean obj_acc: 0.954611 [2020-11-14 06:34:55,431][root][INFO] - mean objectness_loss: 0.041064 [2020-11-14 06:34:55,431][root][INFO] - mean pos_ratio: 0.151636 [2020-11-14 06:34:55,431][root][INFO] - mean sem_cls_loss: 0.173987 [2020-11-14 06:34:55,431][root][INFO] - mean size_cls_loss: 0.174044 [2020-11-14 06:34:55,432][root][INFO] - mean size_reg_loss: 0.022142 [2020-11-14 06:34:55,432][root][INFO] - mean vote_loss: 0.206944 [2020-11-14 06:35:47,498][root][INFO] - ---- batch: 030 ---- [2020-11-14 06:35:47,502][root][INFO] - mean box_loss: 0.173487 [2020-11-14 06:35:47,503][root][INFO] - mean center_loss: 0.031752 [2020-11-14 06:35:47,503][root][INFO] - mean heading_cls_loss: 0.673697 [2020-11-14 06:35:47,503][root][INFO] - mean heading_reg_loss: 0.037830 [2020-11-14 06:35:47,503][root][INFO] - mean loss: 4.115941 [2020-11-14 06:35:47,503][root][INFO] - mean neg_ratio: 0.717194 [2020-11-14 06:35:47,503][root][INFO] - mean obj_acc: 0.957256 [2020-11-14 06:35:47,503][root][INFO] - mean objectness_loss: 0.040913 [2020-11-14 06:35:47,503][root][INFO] - mean pos_ratio: 0.155017 [2020-11-14 06:35:47,503][root][INFO] - mean sem_cls_loss: 0.167958 [2020-11-14 06:35:47,503][root][INFO] - mean size_cls_loss: 0.168180 [2020-11-14 06:35:47,503][root][INFO] - mean size_reg_loss: 0.019718 [2020-11-14 06:35:47,503][root][INFO] - mean vote_loss: 0.200854 [2020-11-14 06:36:38,459][root][INFO] - ---- batch: 040 ---- [2020-11-14 06:36:38,464][root][INFO] - mean box_loss: 0.171602 [2020-11-14 06:36:38,464][root][INFO] - mean center_loss: 0.036130 [2020-11-14 06:36:38,464][root][INFO] - mean heading_cls_loss: 0.616630 [2020-11-14 06:36:38,464][root][INFO] - mean heading_reg_loss: 0.037725 [2020-11-14 06:36:38,464][root][INFO] - mean loss: 4.117320 [2020-11-14 06:36:38,464][root][INFO] - mean neg_ratio: 0.716705 [2020-11-14 06:36:38,464][root][INFO] - mean obj_acc: 0.950677 [2020-11-14 06:36:38,464][root][INFO] - mean objectness_loss: 0.046881 [2020-11-14 06:36:38,464][root][INFO] - mean pos_ratio: 0.161578 [2020-11-14 06:36:38,464][root][INFO] - mean sem_cls_loss: 0.175351 [2020-11-14 06:36:38,464][root][INFO] - mean size_cls_loss: 0.176256 [2020-11-14 06:36:38,464][root][INFO] - mean size_reg_loss: 0.018459 [2020-11-14 06:36:38,464][root][INFO] - mean vote_loss: 0.199154 [2020-11-14 06:37:28,791][root][INFO] - ---- batch: 050 ---- [2020-11-14 06:37:28,797][root][INFO] - mean box_loss: 0.163122 [2020-11-14 06:37:28,798][root][INFO] - mean center_loss: 0.030243 [2020-11-14 06:37:28,798][root][INFO] - mean heading_cls_loss: 0.605754 [2020-11-14 06:37:28,798][root][INFO] - mean heading_reg_loss: 0.037730 [2020-11-14 06:37:28,798][root][INFO] - mean loss: 4.007750 [2020-11-14 06:37:28,798][root][INFO] - mean neg_ratio: 0.721356 [2020-11-14 06:37:28,798][root][INFO] - mean obj_acc: 0.952175 [2020-11-14 06:37:28,798][root][INFO] - mean objectness_loss: 0.042053 [2020-11-14 06:37:28,798][root][INFO] - mean pos_ratio: 0.159082 [2020-11-14 06:37:28,798][root][INFO] - mean sem_cls_loss: 0.153379 [2020-11-14 06:37:28,798][root][INFO] - mean size_cls_loss: 0.152926 [2020-11-14 06:37:28,798][root][INFO] - mean size_reg_loss: 0.019281 [2020-11-14 06:37:28,798][root][INFO] - mean vote_loss: 0.201289 [2020-11-14 06:38:20,293][root][INFO] - ---- batch: 060 ---- [2020-11-14 06:38:20,299][root][INFO] - mean box_loss: 0.188355 [2020-11-14 06:38:20,299][root][INFO] - mean center_loss: 0.032489 [2020-11-14 06:38:20,299][root][INFO] - mean heading_cls_loss: 0.683249 [2020-11-14 06:38:20,300][root][INFO] - mean heading_reg_loss: 0.045987 [2020-11-14 06:38:20,300][root][INFO] - mean loss: 4.420112 [2020-11-14 06:38:20,300][root][INFO] - mean neg_ratio: 0.717114 [2020-11-14 06:38:20,300][root][INFO] - mean obj_acc: 0.954765 [2020-11-14 06:38:20,300][root][INFO] - mean objectness_loss: 0.043137 [2020-11-14 06:38:20,300][root][INFO] - mean pos_ratio: 0.153467 [2020-11-14 06:38:20,300][root][INFO] - mean sem_cls_loss: 0.185500 [2020-11-14 06:38:20,300][root][INFO] - mean size_cls_loss: 0.185873 [2020-11-14 06:38:20,300][root][INFO] - mean size_reg_loss: 0.022966 [2020-11-14 06:38:20,300][root][INFO] - mean vote_loss: 0.213538 [2020-11-14 06:39:09,442][root][INFO] - ---- batch: 070 ---- [2020-11-14 06:39:09,448][root][INFO] - mean box_loss: 0.174418 [2020-11-14 06:39:09,448][root][INFO] - mean center_loss: 0.029487 [2020-11-14 06:39:09,448][root][INFO] - mean heading_cls_loss: 0.635874 [2020-11-14 06:39:09,448][root][INFO] - mean heading_reg_loss: 0.039498 [2020-11-14 06:39:09,449][root][INFO] - mean loss: 4.213148 [2020-11-14 06:39:09,449][root][INFO] - mean neg_ratio: 0.724164 [2020-11-14 06:39:09,449][root][INFO] - mean obj_acc: 0.949506 [2020-11-14 06:39:09,449][root][INFO] - mean objectness_loss: 0.042930 [2020-11-14 06:39:09,449][root][INFO] - mean pos_ratio: 0.146899 [2020-11-14 06:39:09,449][root][INFO] - mean sem_cls_loss: 0.180431 [2020-11-14 06:39:09,449][root][INFO] - mean size_cls_loss: 0.180395 [2020-11-14 06:39:09,449][root][INFO] - mean size_reg_loss: 0.023806 [2020-11-14 06:39:09,449][root][INFO] - mean vote_loss: 0.207389 [2020-11-14 06:39:59,816][root][INFO] - ---- batch: 080 ---- [2020-11-14 06:39:59,823][root][INFO] - mean box_loss: 0.176976 [2020-11-14 06:39:59,823][root][INFO] - mean center_loss: 0.032497 [2020-11-14 06:39:59,823][root][INFO] - mean heading_cls_loss: 0.614190 [2020-11-14 06:39:59,823][root][INFO] - mean heading_reg_loss: 0.046291 [2020-11-14 06:39:59,824][root][INFO] - mean loss: 4.221169 [2020-11-14 06:39:59,824][root][INFO] - mean neg_ratio: 0.741345 [2020-11-14 06:39:59,824][root][INFO] - mean obj_acc: 0.945010 [2020-11-14 06:39:59,824][root][INFO] - mean objectness_loss: 0.042941 [2020-11-14 06:39:59,824][root][INFO] - mean pos_ratio: 0.141138 [2020-11-14 06:39:59,824][root][INFO] - mean sem_cls_loss: 0.169333 [2020-11-14 06:39:59,824][root][INFO] - mean size_cls_loss: 0.169932 [2020-11-14 06:39:59,824][root][INFO] - mean size_reg_loss: 0.019775 [2020-11-14 06:39:59,824][root][INFO] - mean vote_loss: 0.206737 [2020-11-14 06:40:13,411][root][INFO] - **** EPOCH 167 **** [2020-11-14 06:40:13,413][root][INFO] - Current learning rate: 0.000001 [2020-11-14 06:40:13,413][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 06:40:13,413][root][INFO] - 2020-11-14 06:40:13.413843 [2020-11-14 06:41:07,476][root][INFO] - ---- batch: 010 ---- [2020-11-14 06:41:07,481][root][INFO] - mean box_loss: 0.172345 [2020-11-14 06:41:07,481][root][INFO] - mean center_loss: 0.033070 [2020-11-14 06:41:07,481][root][INFO] - mean heading_cls_loss: 0.632847 [2020-11-14 06:41:07,481][root][INFO] - mean heading_reg_loss: 0.034395 [2020-11-14 06:41:07,481][root][INFO] - mean loss: 4.049099 [2020-11-14 06:41:07,481][root][INFO] - mean neg_ratio: 0.730792 [2020-11-14 06:41:07,481][root][INFO] - mean obj_acc: 0.954785 [2020-11-14 06:41:07,481][root][INFO] - mean objectness_loss: 0.038404 [2020-11-14 06:41:07,481][root][INFO] - mean pos_ratio: 0.154224 [2020-11-14 06:41:07,481][root][INFO] - mean sem_cls_loss: 0.173856 [2020-11-14 06:41:07,482][root][INFO] - mean size_cls_loss: 0.174351 [2020-11-14 06:41:07,482][root][INFO] - mean size_reg_loss: 0.024160 [2020-11-14 06:41:07,482][root][INFO] - mean vote_loss: 0.195978 [2020-11-14 06:41:58,412][root][INFO] - ---- batch: 020 ---- [2020-11-14 06:41:58,419][root][INFO] - mean box_loss: 0.182369 [2020-11-14 06:41:58,419][root][INFO] - mean center_loss: 0.030351 [2020-11-14 06:41:58,419][root][INFO] - mean heading_cls_loss: 0.702943 [2020-11-14 06:41:58,419][root][INFO] - mean heading_reg_loss: 0.044642 [2020-11-14 06:41:58,419][root][INFO] - mean loss: 4.292068 [2020-11-14 06:41:58,419][root][INFO] - mean neg_ratio: 0.726440 [2020-11-14 06:41:58,419][root][INFO] - mean obj_acc: 0.949755 [2020-11-14 06:41:58,419][root][INFO] - mean objectness_loss: 0.042275 [2020-11-14 06:41:58,419][root][INFO] - mean pos_ratio: 0.144977 [2020-11-14 06:41:58,419][root][INFO] - mean sem_cls_loss: 0.169286 [2020-11-14 06:41:58,419][root][INFO] - mean size_cls_loss: 0.169391 [2020-11-14 06:41:58,419][root][INFO] - mean size_reg_loss: 0.020143 [2020-11-14 06:41:58,419][root][INFO] - mean vote_loss: 0.208772 [2020-11-14 06:42:48,409][root][INFO] - ---- batch: 030 ---- [2020-11-14 06:42:48,414][root][INFO] - mean box_loss: 0.167522 [2020-11-14 06:42:48,415][root][INFO] - mean center_loss: 0.030666 [2020-11-14 06:42:48,415][root][INFO] - mean heading_cls_loss: 0.613083 [2020-11-14 06:42:48,415][root][INFO] - mean heading_reg_loss: 0.041446 [2020-11-14 06:42:48,415][root][INFO] - mean loss: 3.940691 [2020-11-14 06:42:48,415][root][INFO] - mean neg_ratio: 0.720557 [2020-11-14 06:42:48,415][root][INFO] - mean obj_acc: 0.951731 [2020-11-14 06:42:48,415][root][INFO] - mean objectness_loss: 0.041459 [2020-11-14 06:42:48,416][root][INFO] - mean pos_ratio: 0.152533 [2020-11-14 06:42:48,416][root][INFO] - mean sem_cls_loss: 0.155747 [2020-11-14 06:42:48,416][root][INFO] - mean size_cls_loss: 0.155941 [2020-11-14 06:42:48,416][root][INFO] - mean size_reg_loss: 0.018506 [2020-11-14 06:42:48,416][root][INFO] - mean vote_loss: 0.190243 [2020-11-14 06:43:39,340][root][INFO] - ---- batch: 040 ---- [2020-11-14 06:43:39,345][root][INFO] - mean box_loss: 0.168632 [2020-11-14 06:43:39,345][root][INFO] - mean center_loss: 0.031807 [2020-11-14 06:43:39,345][root][INFO] - mean heading_cls_loss: 0.614816 [2020-11-14 06:43:39,345][root][INFO] - mean heading_reg_loss: 0.037925 [2020-11-14 06:43:39,345][root][INFO] - mean loss: 4.074999 [2020-11-14 06:43:39,345][root][INFO] - mean neg_ratio: 0.712067 [2020-11-14 06:43:39,345][root][INFO] - mean obj_acc: 0.950996 [2020-11-14 06:43:39,345][root][INFO] - mean objectness_loss: 0.043272 [2020-11-14 06:43:39,345][root][INFO] - mean pos_ratio: 0.158124 [2020-11-14 06:43:39,346][root][INFO] - mean sem_cls_loss: 0.176344 [2020-11-14 06:43:39,346][root][INFO] - mean size_cls_loss: 0.176649 [2020-11-14 06:43:39,346][root][INFO] - mean size_reg_loss: 0.019753 [2020-11-14 06:43:39,346][root][INFO] - mean vote_loss: 0.199598 [2020-11-14 06:44:30,620][root][INFO] - ---- batch: 050 ---- [2020-11-14 06:44:30,626][root][INFO] - mean box_loss: 0.171474 [2020-11-14 06:44:30,626][root][INFO] - mean center_loss: 0.028892 [2020-11-14 06:44:30,626][root][INFO] - mean heading_cls_loss: 0.654704 [2020-11-14 06:44:30,626][root][INFO] - mean heading_reg_loss: 0.037869 [2020-11-14 06:44:30,626][root][INFO] - mean loss: 4.261678 [2020-11-14 06:44:30,626][root][INFO] - mean neg_ratio: 0.710913 [2020-11-14 06:44:30,626][root][INFO] - mean obj_acc: 0.948776 [2020-11-14 06:44:30,626][root][INFO] - mean objectness_loss: 0.046240 [2020-11-14 06:44:30,626][root][INFO] - mean pos_ratio: 0.158600 [2020-11-14 06:44:30,626][root][INFO] - mean sem_cls_loss: 0.183546 [2020-11-14 06:44:30,626][root][INFO] - mean size_cls_loss: 0.183096 [2020-11-14 06:44:30,626][root][INFO] - mean size_reg_loss: 0.020933 [2020-11-14 06:44:30,626][root][INFO] - mean vote_loss: 0.213219 [2020-11-14 06:45:21,882][root][INFO] - ---- batch: 060 ---- [2020-11-14 06:45:21,889][root][INFO] - mean box_loss: 0.183464 [2020-11-14 06:45:21,889][root][INFO] - mean center_loss: 0.033999 [2020-11-14 06:45:21,889][root][INFO] - mean heading_cls_loss: 0.688482 [2020-11-14 06:45:21,889][root][INFO] - mean heading_reg_loss: 0.042217 [2020-11-14 06:45:21,890][root][INFO] - mean loss: 4.366647 [2020-11-14 06:45:21,890][root][INFO] - mean neg_ratio: 0.736102 [2020-11-14 06:45:21,890][root][INFO] - mean obj_acc: 0.946630 [2020-11-14 06:45:21,890][root][INFO] - mean objectness_loss: 0.041592 [2020-11-14 06:45:21,890][root][INFO] - mean pos_ratio: 0.144257 [2020-11-14 06:45:21,890][root][INFO] - mean sem_cls_loss: 0.172319 [2020-11-14 06:45:21,890][root][INFO] - mean size_cls_loss: 0.172583 [2020-11-14 06:45:21,890][root][INFO] - mean size_reg_loss: 0.021141 [2020-11-14 06:45:21,890][root][INFO] - mean vote_loss: 0.215173 [2020-11-14 06:46:12,643][root][INFO] - ---- batch: 070 ---- [2020-11-14 06:46:12,649][root][INFO] - mean box_loss: 0.177643 [2020-11-14 06:46:12,650][root][INFO] - mean center_loss: 0.033567 [2020-11-14 06:46:12,650][root][INFO] - mean heading_cls_loss: 0.656293 [2020-11-14 06:46:12,650][root][INFO] - mean heading_reg_loss: 0.039169 [2020-11-14 06:46:12,650][root][INFO] - mean loss: 4.213504 [2020-11-14 06:46:12,651][root][INFO] - mean neg_ratio: 0.729333 [2020-11-14 06:46:12,651][root][INFO] - mean obj_acc: 0.952361 [2020-11-14 06:46:12,651][root][INFO] - mean objectness_loss: 0.039003 [2020-11-14 06:46:12,651][root][INFO] - mean pos_ratio: 0.147034 [2020-11-14 06:46:12,651][root][INFO] - mean sem_cls_loss: 0.190682 [2020-11-14 06:46:12,651][root][INFO] - mean size_cls_loss: 0.190529 [2020-11-14 06:46:12,651][root][INFO] - mean size_reg_loss: 0.020225 [2020-11-14 06:46:12,651][root][INFO] - mean vote_loss: 0.205137 [2020-11-14 06:47:01,226][root][INFO] - ---- batch: 080 ---- [2020-11-14 06:47:01,232][root][INFO] - mean box_loss: 0.188026 [2020-11-14 06:47:01,232][root][INFO] - mean center_loss: 0.034611 [2020-11-14 06:47:01,232][root][INFO] - mean heading_cls_loss: 0.743010 [2020-11-14 06:47:01,232][root][INFO] - mean heading_reg_loss: 0.039016 [2020-11-14 06:47:01,232][root][INFO] - mean loss: 4.444003 [2020-11-14 06:47:01,233][root][INFO] - mean neg_ratio: 0.732416 [2020-11-14 06:47:01,233][root][INFO] - mean obj_acc: 0.945205 [2020-11-14 06:47:01,233][root][INFO] - mean objectness_loss: 0.045700 [2020-11-14 06:47:01,233][root][INFO] - mean pos_ratio: 0.145972 [2020-11-14 06:47:01,233][root][INFO] - mean sem_cls_loss: 0.170195 [2020-11-14 06:47:01,233][root][INFO] - mean size_cls_loss: 0.170025 [2020-11-14 06:47:01,233][root][INFO] - mean size_reg_loss: 0.023096 [2020-11-14 06:47:01,233][root][INFO] - mean vote_loss: 0.216504 [2020-11-14 06:47:15,164][root][INFO] - **** EPOCH 168 **** [2020-11-14 06:47:15,167][root][INFO] - Current learning rate: 0.000001 [2020-11-14 06:47:15,167][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 06:47:15,167][root][INFO] - 2020-11-14 06:47:15.167143 [2020-11-14 06:48:11,153][root][INFO] - ---- batch: 010 ---- [2020-11-14 06:48:11,158][root][INFO] - mean box_loss: 0.181865 [2020-11-14 06:48:11,158][root][INFO] - mean center_loss: 0.036019 [2020-11-14 06:48:11,158][root][INFO] - mean heading_cls_loss: 0.689825 [2020-11-14 06:48:11,158][root][INFO] - mean heading_reg_loss: 0.039395 [2020-11-14 06:48:11,158][root][INFO] - mean loss: 4.213160 [2020-11-14 06:48:11,158][root][INFO] - mean neg_ratio: 0.732404 [2020-11-14 06:48:11,159][root][INFO] - mean obj_acc: 0.950975 [2020-11-14 06:48:11,159][root][INFO] - mean objectness_loss: 0.040307 [2020-11-14 06:48:11,159][root][INFO] - mean pos_ratio: 0.148889 [2020-11-14 06:48:11,159][root][INFO] - mean sem_cls_loss: 0.175997 [2020-11-14 06:48:11,159][root][INFO] - mean size_cls_loss: 0.176021 [2020-11-14 06:48:11,159][root][INFO] - mean size_reg_loss: 0.019867 [2020-11-14 06:48:11,159][root][INFO] - mean vote_loss: 0.201698 [2020-11-14 06:49:02,730][root][INFO] - ---- batch: 020 ---- [2020-11-14 06:49:02,735][root][INFO] - mean box_loss: 0.183632 [2020-11-14 06:49:02,735][root][INFO] - mean center_loss: 0.036460 [2020-11-14 06:49:02,736][root][INFO] - mean heading_cls_loss: 0.669725 [2020-11-14 06:49:02,736][root][INFO] - mean heading_reg_loss: 0.043608 [2020-11-14 06:49:02,736][root][INFO] - mean loss: 4.327857 [2020-11-14 06:49:02,736][root][INFO] - mean neg_ratio: 0.732300 [2020-11-14 06:49:02,736][root][INFO] - mean obj_acc: 0.946656 [2020-11-14 06:49:02,736][root][INFO] - mean objectness_loss: 0.045293 [2020-11-14 06:49:02,736][root][INFO] - mean pos_ratio: 0.145892 [2020-11-14 06:49:02,736][root][INFO] - mean sem_cls_loss: 0.167547 [2020-11-14 06:49:02,736][root][INFO] - mean size_cls_loss: 0.167758 [2020-11-14 06:49:02,736][root][INFO] - mean size_reg_loss: 0.019816 [2020-11-14 06:49:02,736][root][INFO] - mean vote_loss: 0.209752 [2020-11-14 06:49:53,176][root][INFO] - ---- batch: 030 ---- [2020-11-14 06:49:53,181][root][INFO] - mean box_loss: 0.178395 [2020-11-14 06:49:53,182][root][INFO] - mean center_loss: 0.030397 [2020-11-14 06:49:53,182][root][INFO] - mean heading_cls_loss: 0.672942 [2020-11-14 06:49:53,182][root][INFO] - mean heading_reg_loss: 0.044215 [2020-11-14 06:49:53,182][root][INFO] - mean loss: 4.408053 [2020-11-14 06:49:53,182][root][INFO] - mean neg_ratio: 0.716998 [2020-11-14 06:49:53,182][root][INFO] - mean obj_acc: 0.951242 [2020-11-14 06:49:53,182][root][INFO] - mean objectness_loss: 0.042354 [2020-11-14 06:49:53,182][root][INFO] - mean pos_ratio: 0.154114 [2020-11-14 06:49:53,182][root][INFO] - mean sem_cls_loss: 0.170720 [2020-11-14 06:49:53,182][root][INFO] - mean size_cls_loss: 0.170513 [2020-11-14 06:49:53,182][root][INFO] - mean size_reg_loss: 0.019437 [2020-11-14 06:49:53,182][root][INFO] - mean vote_loss: 0.224161 [2020-11-14 06:50:45,800][root][INFO] - ---- batch: 040 ---- [2020-11-14 06:50:45,805][root][INFO] - mean box_loss: 0.179168 [2020-11-14 06:50:45,805][root][INFO] - mean center_loss: 0.035207 [2020-11-14 06:50:45,805][root][INFO] - mean heading_cls_loss: 0.678554 [2020-11-14 06:50:45,805][root][INFO] - mean heading_reg_loss: 0.040007 [2020-11-14 06:50:45,805][root][INFO] - mean loss: 4.136762 [2020-11-14 06:50:45,805][root][INFO] - mean neg_ratio: 0.722278 [2020-11-14 06:50:45,806][root][INFO] - mean obj_acc: 0.948758 [2020-11-14 06:50:45,806][root][INFO] - mean objectness_loss: 0.043404 [2020-11-14 06:50:45,806][root][INFO] - mean pos_ratio: 0.155127 [2020-11-14 06:50:45,806][root][INFO] - mean sem_cls_loss: 0.163070 [2020-11-14 06:50:45,806][root][INFO] - mean size_cls_loss: 0.163300 [2020-11-14 06:50:45,806][root][INFO] - mean size_reg_loss: 0.019768 [2020-11-14 06:50:45,806][root][INFO] - mean vote_loss: 0.196500 [2020-11-14 06:51:35,412][root][INFO] - ---- batch: 050 ---- [2020-11-14 06:51:35,417][root][INFO] - mean box_loss: 0.161026 [2020-11-14 06:51:35,418][root][INFO] - mean center_loss: 0.028424 [2020-11-14 06:51:35,418][root][INFO] - mean heading_cls_loss: 0.607127 [2020-11-14 06:51:35,418][root][INFO] - mean heading_reg_loss: 0.036999 [2020-11-14 06:51:35,418][root][INFO] - mean loss: 3.925862 [2020-11-14 06:51:35,418][root][INFO] - mean neg_ratio: 0.719080 [2020-11-14 06:51:35,418][root][INFO] - mean obj_acc: 0.949413 [2020-11-14 06:51:35,418][root][INFO] - mean objectness_loss: 0.043219 [2020-11-14 06:51:35,418][root][INFO] - mean pos_ratio: 0.153619 [2020-11-14 06:51:35,418][root][INFO] - mean sem_cls_loss: 0.139561 [2020-11-14 06:51:35,418][root][INFO] - mean size_cls_loss: 0.139721 [2020-11-14 06:51:35,418][root][INFO] - mean size_reg_loss: 0.020919 [2020-11-14 06:51:35,418][root][INFO] - mean vote_loss: 0.195994 [2020-11-14 06:52:26,464][root][INFO] - ---- batch: 060 ---- [2020-11-14 06:52:26,469][root][INFO] - mean box_loss: 0.173468 [2020-11-14 06:52:26,470][root][INFO] - mean center_loss: 0.029953 [2020-11-14 06:52:26,470][root][INFO] - mean heading_cls_loss: 0.652744 [2020-11-14 06:52:26,470][root][INFO] - mean heading_reg_loss: 0.038871 [2020-11-14 06:52:26,470][root][INFO] - mean loss: 4.182937 [2020-11-14 06:52:26,470][root][INFO] - mean neg_ratio: 0.727679 [2020-11-14 06:52:26,470][root][INFO] - mean obj_acc: 0.951829 [2020-11-14 06:52:26,471][root][INFO] - mean objectness_loss: 0.042229 [2020-11-14 06:52:26,471][root][INFO] - mean pos_ratio: 0.148212 [2020-11-14 06:52:26,471][root][INFO] - mean sem_cls_loss: 0.169931 [2020-11-14 06:52:26,471][root][INFO] - mean size_cls_loss: 0.169653 [2020-11-14 06:52:26,471][root][INFO] - mean size_reg_loss: 0.022403 [2020-11-14 06:52:26,471][root][INFO] - mean vote_loss: 0.206718 [2020-11-14 06:53:15,447][root][INFO] - ---- batch: 070 ---- [2020-11-14 06:53:15,454][root][INFO] - mean box_loss: 0.167181 [2020-11-14 06:53:15,454][root][INFO] - mean center_loss: 0.034158 [2020-11-14 06:53:15,454][root][INFO] - mean heading_cls_loss: 0.626255 [2020-11-14 06:53:15,454][root][INFO] - mean heading_reg_loss: 0.035016 [2020-11-14 06:53:15,454][root][INFO] - mean loss: 4.022805 [2020-11-14 06:53:15,454][root][INFO] - mean neg_ratio: 0.725751 [2020-11-14 06:53:15,455][root][INFO] - mean obj_acc: 0.950387 [2020-11-14 06:53:15,455][root][INFO] - mean objectness_loss: 0.042739 [2020-11-14 06:53:15,455][root][INFO] - mean pos_ratio: 0.153162 [2020-11-14 06:53:15,455][root][INFO] - mean sem_cls_loss: 0.157345 [2020-11-14 06:53:15,455][root][INFO] - mean size_cls_loss: 0.157637 [2020-11-14 06:53:15,455][root][INFO] - mean size_reg_loss: 0.019618 [2020-11-14 06:53:15,455][root][INFO] - mean vote_loss: 0.197996 [2020-11-14 06:54:04,238][root][INFO] - ---- batch: 080 ---- [2020-11-14 06:54:04,244][root][INFO] - mean box_loss: 0.180297 [2020-11-14 06:54:04,245][root][INFO] - mean center_loss: 0.035081 [2020-11-14 06:54:04,245][root][INFO] - mean heading_cls_loss: 0.659623 [2020-11-14 06:54:04,245][root][INFO] - mean heading_reg_loss: 0.040938 [2020-11-14 06:54:04,245][root][INFO] - mean loss: 4.281091 [2020-11-14 06:54:04,245][root][INFO] - mean neg_ratio: 0.731061 [2020-11-14 06:54:04,245][root][INFO] - mean obj_acc: 0.948897 [2020-11-14 06:54:04,245][root][INFO] - mean objectness_loss: 0.044624 [2020-11-14 06:54:04,245][root][INFO] - mean pos_ratio: 0.146783 [2020-11-14 06:54:04,245][root][INFO] - mean sem_cls_loss: 0.177930 [2020-11-14 06:54:04,246][root][INFO] - mean size_cls_loss: 0.177738 [2020-11-14 06:54:04,246][root][INFO] - mean size_reg_loss: 0.020542 [2020-11-14 06:54:04,246][root][INFO] - mean vote_loss: 0.207707 [2020-11-14 06:54:18,048][root][INFO] - **** EPOCH 169 **** [2020-11-14 06:54:18,050][root][INFO] - Current learning rate: 0.000001 [2020-11-14 06:54:18,050][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 06:54:18,050][root][INFO] - 2020-11-14 06:54:18.050746 [2020-11-14 06:55:14,834][root][INFO] - ---- batch: 010 ---- [2020-11-14 06:55:14,840][root][INFO] - mean box_loss: 0.170872 [2020-11-14 06:55:14,840][root][INFO] - mean center_loss: 0.030850 [2020-11-14 06:55:14,840][root][INFO] - mean heading_cls_loss: 0.599379 [2020-11-14 06:55:14,840][root][INFO] - mean heading_reg_loss: 0.039857 [2020-11-14 06:55:14,840][root][INFO] - mean loss: 4.128472 [2020-11-14 06:55:14,840][root][INFO] - mean neg_ratio: 0.735803 [2020-11-14 06:55:14,840][root][INFO] - mean obj_acc: 0.953045 [2020-11-14 06:55:14,840][root][INFO] - mean objectness_loss: 0.040019 [2020-11-14 06:55:14,840][root][INFO] - mean pos_ratio: 0.145203 [2020-11-14 06:55:14,840][root][INFO] - mean sem_cls_loss: 0.168092 [2020-11-14 06:55:14,840][root][INFO] - mean size_cls_loss: 0.168428 [2020-11-14 06:55:14,841][root][INFO] - mean size_reg_loss: 0.023384 [2020-11-14 06:55:14,841][root][INFO] - mean vote_loss: 0.205157 [2020-11-14 06:56:04,629][root][INFO] - ---- batch: 020 ---- [2020-11-14 06:56:04,634][root][INFO] - mean box_loss: 0.183047 [2020-11-14 06:56:04,634][root][INFO] - mean center_loss: 0.040208 [2020-11-14 06:56:04,634][root][INFO] - mean heading_cls_loss: 0.637949 [2020-11-14 06:56:04,634][root][INFO] - mean heading_reg_loss: 0.040208 [2020-11-14 06:56:04,634][root][INFO] - mean loss: 4.244121 [2020-11-14 06:56:04,634][root][INFO] - mean neg_ratio: 0.716949 [2020-11-14 06:56:04,634][root][INFO] - mean obj_acc: 0.950637 [2020-11-14 06:56:04,634][root][INFO] - mean objectness_loss: 0.043333 [2020-11-14 06:56:04,634][root][INFO] - mean pos_ratio: 0.152789 [2020-11-14 06:56:04,634][root][INFO] - mean sem_cls_loss: 0.166065 [2020-11-14 06:56:04,634][root][INFO] - mean size_cls_loss: 0.166701 [2020-11-14 06:56:04,634][root][INFO] - mean size_reg_loss: 0.022165 [2020-11-14 06:56:04,634][root][INFO] - mean vote_loss: 0.203093 [2020-11-14 06:56:55,904][root][INFO] - ---- batch: 030 ---- [2020-11-14 06:56:55,908][root][INFO] - mean box_loss: 0.170770 [2020-11-14 06:56:55,908][root][INFO] - mean center_loss: 0.033455 [2020-11-14 06:56:55,909][root][INFO] - mean heading_cls_loss: 0.623485 [2020-11-14 06:56:55,909][root][INFO] - mean heading_reg_loss: 0.037360 [2020-11-14 06:56:55,909][root][INFO] - mean loss: 4.131230 [2020-11-14 06:56:55,909][root][INFO] - mean neg_ratio: 0.732251 [2020-11-14 06:56:55,909][root][INFO] - mean obj_acc: 0.953013 [2020-11-14 06:56:55,909][root][INFO] - mean objectness_loss: 0.038692 [2020-11-14 06:56:55,909][root][INFO] - mean pos_ratio: 0.151855 [2020-11-14 06:56:55,909][root][INFO] - mean sem_cls_loss: 0.164897 [2020-11-14 06:56:55,909][root][INFO] - mean size_cls_loss: 0.165762 [2020-11-14 06:56:55,909][root][INFO] - mean size_reg_loss: 0.021031 [2020-11-14 06:56:55,909][root][INFO] - mean vote_loss: 0.206517 [2020-11-14 06:57:46,008][root][INFO] - ---- batch: 040 ---- [2020-11-14 06:57:46,012][root][INFO] - mean box_loss: 0.175319 [2020-11-14 06:57:46,012][root][INFO] - mean center_loss: 0.033272 [2020-11-14 06:57:46,012][root][INFO] - mean heading_cls_loss: 0.656935 [2020-11-14 06:57:46,013][root][INFO] - mean heading_reg_loss: 0.039596 [2020-11-14 06:57:46,013][root][INFO] - mean loss: 4.159240 [2020-11-14 06:57:46,013][root][INFO] - mean neg_ratio: 0.712201 [2020-11-14 06:57:46,013][root][INFO] - mean obj_acc: 0.953586 [2020-11-14 06:57:46,013][root][INFO] - mean objectness_loss: 0.046228 [2020-11-14 06:57:46,013][root][INFO] - mean pos_ratio: 0.162292 [2020-11-14 06:57:46,013][root][INFO] - mean sem_cls_loss: 0.162347 [2020-11-14 06:57:46,013][root][INFO] - mean size_cls_loss: 0.161980 [2020-11-14 06:57:46,013][root][INFO] - mean size_reg_loss: 0.020560 [2020-11-14 06:57:46,013][root][INFO] - mean vote_loss: 0.201256 [2020-11-14 06:58:36,336][root][INFO] - ---- batch: 050 ---- [2020-11-14 06:58:36,342][root][INFO] - mean box_loss: 0.180125 [2020-11-14 06:58:36,342][root][INFO] - mean center_loss: 0.029569 [2020-11-14 06:58:36,342][root][INFO] - mean heading_cls_loss: 0.698872 [2020-11-14 06:58:36,342][root][INFO] - mean heading_reg_loss: 0.042637 [2020-11-14 06:58:36,342][root][INFO] - mean loss: 4.237765 [2020-11-14 06:58:36,343][root][INFO] - mean neg_ratio: 0.740973 [2020-11-14 06:58:36,343][root][INFO] - mean obj_acc: 0.948467 [2020-11-14 06:58:36,343][root][INFO] - mean objectness_loss: 0.040564 [2020-11-14 06:58:36,343][root][INFO] - mean pos_ratio: 0.138861 [2020-11-14 06:58:36,343][root][INFO] - mean sem_cls_loss: 0.182292 [2020-11-14 06:58:36,343][root][INFO] - mean size_cls_loss: 0.182303 [2020-11-14 06:58:36,343][root][INFO] - mean size_reg_loss: 0.019802 [2020-11-14 06:58:36,343][root][INFO] - mean vote_loss: 0.205140 [2020-11-14 06:59:27,280][root][INFO] - ---- batch: 060 ---- [2020-11-14 06:59:27,286][root][INFO] - mean box_loss: 0.180763 [2020-11-14 06:59:27,286][root][INFO] - mean center_loss: 0.034222 [2020-11-14 06:59:27,286][root][INFO] - mean heading_cls_loss: 0.696304 [2020-11-14 06:59:27,286][root][INFO] - mean heading_reg_loss: 0.040901 [2020-11-14 06:59:27,286][root][INFO] - mean loss: 4.192771 [2020-11-14 06:59:27,286][root][INFO] - mean neg_ratio: 0.715082 [2020-11-14 06:59:27,286][root][INFO] - mean obj_acc: 0.952071 [2020-11-14 06:59:27,286][root][INFO] - mean objectness_loss: 0.046356 [2020-11-14 06:59:27,286][root][INFO] - mean pos_ratio: 0.159387 [2020-11-14 06:59:27,286][root][INFO] - mean sem_cls_loss: 0.166105 [2020-11-14 06:59:27,286][root][INFO] - mean size_cls_loss: 0.166285 [2020-11-14 06:59:27,286][root][INFO] - mean size_reg_loss: 0.019382 [2020-11-14 06:59:27,286][root][INFO] - mean vote_loss: 0.198725 [2020-11-14 07:00:18,421][root][INFO] - ---- batch: 070 ---- [2020-11-14 07:00:18,427][root][INFO] - mean box_loss: 0.177748 [2020-11-14 07:00:18,428][root][INFO] - mean center_loss: 0.030216 [2020-11-14 07:00:18,428][root][INFO] - mean heading_cls_loss: 0.666912 [2020-11-14 07:00:18,428][root][INFO] - mean heading_reg_loss: 0.040563 [2020-11-14 07:00:18,428][root][INFO] - mean loss: 4.402543 [2020-11-14 07:00:18,428][root][INFO] - mean neg_ratio: 0.729413 [2020-11-14 07:00:18,429][root][INFO] - mean obj_acc: 0.949096 [2020-11-14 07:00:18,429][root][INFO] - mean objectness_loss: 0.042711 [2020-11-14 07:00:18,429][root][INFO] - mean pos_ratio: 0.149670 [2020-11-14 07:00:18,429][root][INFO] - mean sem_cls_loss: 0.195739 [2020-11-14 07:00:18,429][root][INFO] - mean size_cls_loss: 0.195536 [2020-11-14 07:00:18,429][root][INFO] - mean size_reg_loss: 0.020724 [2020-11-14 07:00:18,429][root][INFO] - mean vote_loss: 0.221578 [2020-11-14 07:01:06,168][root][INFO] - ---- batch: 080 ---- [2020-11-14 07:01:06,175][root][INFO] - mean box_loss: 0.165725 [2020-11-14 07:01:06,175][root][INFO] - mean center_loss: 0.030074 [2020-11-14 07:01:06,175][root][INFO] - mean heading_cls_loss: 0.595330 [2020-11-14 07:01:06,175][root][INFO] - mean heading_reg_loss: 0.041194 [2020-11-14 07:01:06,175][root][INFO] - mean loss: 3.991048 [2020-11-14 07:01:06,176][root][INFO] - mean neg_ratio: 0.728131 [2020-11-14 07:01:06,176][root][INFO] - mean obj_acc: 0.952183 [2020-11-14 07:01:06,176][root][INFO] - mean objectness_loss: 0.039150 [2020-11-14 07:01:06,176][root][INFO] - mean pos_ratio: 0.147253 [2020-11-14 07:01:06,176][root][INFO] - mean sem_cls_loss: 0.153273 [2020-11-14 07:01:06,176][root][INFO] - mean size_cls_loss: 0.153500 [2020-11-14 07:01:06,176][root][INFO] - mean size_reg_loss: 0.019574 [2020-11-14 07:01:06,176][root][INFO] - mean vote_loss: 0.198477 [2020-11-14 07:01:19,655][root][INFO] - Eval batch: 0 [2020-11-14 07:01:21,528][root][INFO] - Eval batch: 10 [2020-11-14 07:01:23,322][root][INFO] - Eval batch: 20 [2020-11-14 07:01:25,146][root][INFO] - Eval batch: 30 [2020-11-14 07:01:26,969][root][INFO] - Eval batch: 40 [2020-11-14 07:01:28,805][root][INFO] - Eval batch: 50 [2020-11-14 07:01:30,616][root][INFO] - Eval batch: 60 [2020-11-14 07:01:32,454][root][INFO] - Eval batch: 70 [2020-11-14 07:01:34,333][root][INFO] - 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Eval batch: 4760 [2020-11-14 07:15:54,179][root][INFO] - Eval batch: 4770 [2020-11-14 07:15:56,081][root][INFO] - Eval batch: 4780 [2020-11-14 07:15:57,917][root][INFO] - Eval batch: 4790 [2020-11-14 07:15:59,698][root][INFO] - Eval batch: 4800 [2020-11-14 07:16:01,535][root][INFO] - Eval batch: 4810 [2020-11-14 07:16:03,314][root][INFO] - Eval batch: 4820 [2020-11-14 07:16:05,200][root][INFO] - Eval batch: 4830 [2020-11-14 07:16:07,016][root][INFO] - Eval batch: 4840 [2020-11-14 07:16:08,847][root][INFO] - Eval batch: 4850 [2020-11-14 07:16:10,637][root][INFO] - Eval batch: 4860 [2020-11-14 07:16:12,527][root][INFO] - Eval batch: 4870 [2020-11-14 07:16:14,351][root][INFO] - Eval batch: 4880 [2020-11-14 07:16:16,152][root][INFO] - Eval batch: 4890 [2020-11-14 07:16:18,069][root][INFO] - Eval batch: 4900 [2020-11-14 07:16:19,941][root][INFO] - Eval batch: 4910 [2020-11-14 07:16:21,785][root][INFO] - Eval batch: 4920 [2020-11-14 07:16:23,586][root][INFO] - Eval batch: 4930 [2020-11-14 07:16:25,384][root][INFO] - Eval batch: 4940 [2020-11-14 07:16:27,222][root][INFO] - Eval batch: 4950 [2020-11-14 07:16:29,062][root][INFO] - Eval batch: 4960 [2020-11-14 07:16:30,884][root][INFO] - Eval batch: 4970 [2020-11-14 07:16:32,698][root][INFO] - Eval batch: 4980 [2020-11-14 07:16:34,527][root][INFO] - Eval batch: 4990 [2020-11-14 07:16:36,331][root][INFO] - Eval batch: 5000 [2020-11-14 07:16:38,186][root][INFO] - Eval batch: 5010 [2020-11-14 07:16:40,029][root][INFO] - Eval batch: 5020 [2020-11-14 07:16:41,880][root][INFO] - Eval batch: 5030 [2020-11-14 07:16:43,726][root][INFO] - Eval batch: 5040 [2020-11-14 07:16:45,546][root][INFO] - eval mean box_loss: 0.224198 [2020-11-14 07:16:45,546][root][INFO] - eval mean center_loss: 0.041672 [2020-11-14 07:16:45,547][root][INFO] - eval mean heading_cls_loss: 0.726815 [2020-11-14 07:16:45,547][root][INFO] - eval mean heading_reg_loss: 0.039228 [2020-11-14 07:16:45,548][root][INFO] - eval mean loss: 5.443093 [2020-11-14 07:16:45,548][root][INFO] - eval mean neg_ratio: 0.699728 [2020-11-14 07:16:45,548][root][INFO] - eval mean obj_acc: 0.922882 [2020-11-14 07:16:45,549][root][INFO] - eval mean objectness_loss: 0.085136 [2020-11-14 07:16:45,549][root][INFO] - eval mean pos_ratio: 0.159272 [2020-11-14 07:16:45,549][root][INFO] - eval mean sem_cls_loss: 0.469993 [2020-11-14 07:16:45,550][root][INFO] - eval mean size_cls_loss: 0.469288 [2020-11-14 07:16:45,550][root][INFO] - eval mean size_reg_loss: 0.023688 [2020-11-14 07:16:45,551][root][INFO] - eval mean vote_loss: 0.230544 [2020-11-14 07:17:39,150][root][INFO] - eval bed Average Precision: 0.552652 [2020-11-14 07:17:39,151][root][INFO] - eval table Average Precision: 0.202554 [2020-11-14 07:17:39,151][root][INFO] - eval sofa Average Precision: 0.537709 [2020-11-14 07:17:39,151][root][INFO] - eval chair Average Precision: 0.536061 [2020-11-14 07:17:39,151][root][INFO] - eval toilet Average Precision: 0.658538 [2020-11-14 07:17:39,151][root][INFO] - eval desk Average Precision: 0.060852 [2020-11-14 07:17:39,151][root][INFO] - eval dresser Average Precision: 0.154938 [2020-11-14 07:17:39,151][root][INFO] - eval night_stand Average Precision: 0.379825 [2020-11-14 07:17:39,151][root][INFO] - eval bookshelf Average Precision: 0.090722 [2020-11-14 07:17:39,151][root][INFO] - eval bathtub Average Precision: 0.465490 [2020-11-14 07:17:39,151][root][INFO] - eval mAP: 0.363934 [2020-11-14 07:17:39,151][root][INFO] - eval bed Recall: 0.674033 [2020-11-14 07:17:39,151][root][INFO] - eval table Recall: 0.422495 [2020-11-14 07:17:39,151][root][INFO] - eval sofa Recall: 0.691706 [2020-11-14 07:17:39,151][root][INFO] - eval chair Recall: 0.653113 [2020-11-14 07:17:39,151][root][INFO] - eval toilet Recall: 0.735099 [2020-11-14 07:17:39,152][root][INFO] - eval desk Recall: 0.293655 [2020-11-14 07:17:39,152][root][INFO] - eval dresser Recall: 0.412037 [2020-11-14 07:17:39,152][root][INFO] - eval night_stand Recall: 0.574803 [2020-11-14 07:17:39,152][root][INFO] - eval bookshelf Recall: 0.217391 [2020-11-14 07:17:39,152][root][INFO] - eval bathtub Recall: 0.615385 [2020-11-14 07:17:39,152][root][INFO] - eval AR: 0.528972 [2020-11-14 07:17:39,152][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 07:17:40,320][root][INFO] - **** EPOCH 170 **** [2020-11-14 07:17:40,321][root][INFO] - Current learning rate: 0.000001 [2020-11-14 07:17:40,321][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 07:17:40,321][root][INFO] - 2020-11-14 07:17:40.321465 [2020-11-14 07:18:36,158][root][INFO] - ---- batch: 010 ---- [2020-11-14 07:18:36,163][root][INFO] - mean box_loss: 0.184916 [2020-11-14 07:18:36,163][root][INFO] - mean center_loss: 0.034431 [2020-11-14 07:18:36,163][root][INFO] - mean heading_cls_loss: 0.659343 [2020-11-14 07:18:36,163][root][INFO] - mean heading_reg_loss: 0.046934 [2020-11-14 07:18:36,163][root][INFO] - mean loss: 4.390166 [2020-11-14 07:18:36,163][root][INFO] - mean neg_ratio: 0.720685 [2020-11-14 07:18:36,163][root][INFO] - mean obj_acc: 0.948332 [2020-11-14 07:18:36,163][root][INFO] - mean objectness_loss: 0.044171 [2020-11-14 07:18:36,163][root][INFO] - mean pos_ratio: 0.151251 [2020-11-14 07:18:36,163][root][INFO] - mean sem_cls_loss: 0.171792 [2020-11-14 07:18:36,163][root][INFO] - mean size_cls_loss: 0.172593 [2020-11-14 07:18:36,163][root][INFO] - mean size_reg_loss: 0.020357 [2020-11-14 07:18:36,163][root][INFO] - mean vote_loss: 0.214836 [2020-11-14 07:19:28,585][root][INFO] - ---- batch: 020 ---- [2020-11-14 07:19:28,589][root][INFO] - mean box_loss: 0.157637 [2020-11-14 07:19:28,590][root][INFO] - mean center_loss: 0.030181 [2020-11-14 07:19:28,590][root][INFO] - mean heading_cls_loss: 0.532128 [2020-11-14 07:19:28,590][root][INFO] - mean heading_reg_loss: 0.035953 [2020-11-14 07:19:28,590][root][INFO] - mean loss: 4.013175 [2020-11-14 07:19:28,590][root][INFO] - mean neg_ratio: 0.706738 [2020-11-14 07:19:28,590][root][INFO] - mean obj_acc: 0.953046 [2020-11-14 07:19:28,590][root][INFO] - mean objectness_loss: 0.044177 [2020-11-14 07:19:28,590][root][INFO] - mean pos_ratio: 0.160706 [2020-11-14 07:19:28,590][root][INFO] - mean sem_cls_loss: 0.169952 [2020-11-14 07:19:28,590][root][INFO] - mean size_cls_loss: 0.170519 [2020-11-14 07:19:28,590][root][INFO] - mean size_reg_loss: 0.021238 [2020-11-14 07:19:28,590][root][INFO] - mean vote_loss: 0.204596 [2020-11-14 07:20:18,554][root][INFO] - ---- batch: 030 ---- [2020-11-14 07:20:18,559][root][INFO] - mean box_loss: 0.178747 [2020-11-14 07:20:18,559][root][INFO] - mean center_loss: 0.030749 [2020-11-14 07:20:18,559][root][INFO] - mean heading_cls_loss: 0.652787 [2020-11-14 07:20:18,559][root][INFO] - mean heading_reg_loss: 0.042561 [2020-11-14 07:20:18,559][root][INFO] - mean loss: 4.195280 [2020-11-14 07:20:18,560][root][INFO] - mean neg_ratio: 0.734277 [2020-11-14 07:20:18,560][root][INFO] - mean obj_acc: 0.956307 [2020-11-14 07:20:18,560][root][INFO] - mean objectness_loss: 0.039168 [2020-11-14 07:20:18,560][root][INFO] - mean pos_ratio: 0.145264 [2020-11-14 07:20:18,560][root][INFO] - mean sem_cls_loss: 0.192873 [2020-11-14 07:20:18,560][root][INFO] - mean size_cls_loss: 0.192886 [2020-11-14 07:20:18,560][root][INFO] - mean size_reg_loss: 0.020869 [2020-11-14 07:20:18,560][root][INFO] - mean vote_loss: 0.201910 [2020-11-14 07:21:07,599][root][INFO] - ---- batch: 040 ---- [2020-11-14 07:21:07,603][root][INFO] - mean box_loss: 0.180233 [2020-11-14 07:21:07,604][root][INFO] - mean center_loss: 0.033584 [2020-11-14 07:21:07,604][root][INFO] - mean heading_cls_loss: 0.655466 [2020-11-14 07:21:07,604][root][INFO] - mean heading_reg_loss: 0.043411 [2020-11-14 07:21:07,604][root][INFO] - mean loss: 4.163934 [2020-11-14 07:21:07,604][root][INFO] - mean neg_ratio: 0.713452 [2020-11-14 07:21:07,604][root][INFO] - mean obj_acc: 0.956785 [2020-11-14 07:21:07,604][root][INFO] - mean objectness_loss: 0.039612 [2020-11-14 07:21:07,604][root][INFO] - mean pos_ratio: 0.158191 [2020-11-14 07:21:07,604][root][INFO] - mean sem_cls_loss: 0.181142 [2020-11-14 07:21:07,604][root][INFO] - mean size_cls_loss: 0.180963 [2020-11-14 07:21:07,604][root][INFO] - mean size_reg_loss: 0.019596 [2020-11-14 07:21:07,604][root][INFO] - mean vote_loss: 0.198240 [2020-11-14 07:21:57,580][root][INFO] - ---- batch: 050 ---- [2020-11-14 07:21:57,585][root][INFO] - mean box_loss: 0.174528 [2020-11-14 07:21:57,585][root][INFO] - mean center_loss: 0.035375 [2020-11-14 07:21:57,586][root][INFO] - mean heading_cls_loss: 0.641923 [2020-11-14 07:21:57,586][root][INFO] - mean heading_reg_loss: 0.037919 [2020-11-14 07:21:57,586][root][INFO] - mean loss: 4.221073 [2020-11-14 07:21:57,586][root][INFO] - mean neg_ratio: 0.723254 [2020-11-14 07:21:57,586][root][INFO] - mean obj_acc: 0.942767 [2020-11-14 07:21:57,586][root][INFO] - mean objectness_loss: 0.049583 [2020-11-14 07:21:57,586][root][INFO] - mean pos_ratio: 0.155298 [2020-11-14 07:21:57,586][root][INFO] - mean sem_cls_loss: 0.168962 [2020-11-14 07:21:57,586][root][INFO] - mean size_cls_loss: 0.169094 [2020-11-14 07:21:57,586][root][INFO] - mean size_reg_loss: 0.020132 [2020-11-14 07:21:57,586][root][INFO] - mean vote_loss: 0.205891 [2020-11-14 07:22:47,863][root][INFO] - ---- batch: 060 ---- [2020-11-14 07:22:47,868][root][INFO] - mean box_loss: 0.182390 [2020-11-14 07:22:47,869][root][INFO] - mean center_loss: 0.030284 [2020-11-14 07:22:47,870][root][INFO] - mean heading_cls_loss: 0.673024 [2020-11-14 07:22:47,871][root][INFO] - mean heading_reg_loss: 0.047262 [2020-11-14 07:22:47,871][root][INFO] - mean loss: 4.192308 [2020-11-14 07:22:47,871][root][INFO] - mean neg_ratio: 0.722577 [2020-11-14 07:22:47,871][root][INFO] - mean obj_acc: 0.952549 [2020-11-14 07:22:47,871][root][INFO] - mean objectness_loss: 0.040897 [2020-11-14 07:22:47,871][root][INFO] - mean pos_ratio: 0.152911 [2020-11-14 07:22:47,871][root][INFO] - mean sem_cls_loss: 0.171305 [2020-11-14 07:22:47,871][root][INFO] - mean size_cls_loss: 0.171039 [2020-11-14 07:22:47,871][root][INFO] - mean size_reg_loss: 0.020438 [2020-11-14 07:22:47,871][root][INFO] - mean vote_loss: 0.199261 [2020-11-14 07:23:38,665][root][INFO] - ---- batch: 070 ---- [2020-11-14 07:23:38,671][root][INFO] - mean box_loss: 0.168437 [2020-11-14 07:23:38,671][root][INFO] - mean center_loss: 0.032082 [2020-11-14 07:23:38,671][root][INFO] - mean heading_cls_loss: 0.638300 [2020-11-14 07:23:38,672][root][INFO] - mean heading_reg_loss: 0.036278 [2020-11-14 07:23:38,672][root][INFO] - mean loss: 4.046016 [2020-11-14 07:23:38,672][root][INFO] - mean neg_ratio: 0.735626 [2020-11-14 07:23:38,672][root][INFO] - mean obj_acc: 0.946562 [2020-11-14 07:23:38,672][root][INFO] - mean objectness_loss: 0.041398 [2020-11-14 07:23:38,672][root][INFO] - mean pos_ratio: 0.145441 [2020-11-14 07:23:38,672][root][INFO] - mean sem_cls_loss: 0.168152 [2020-11-14 07:23:38,672][root][INFO] - mean size_cls_loss: 0.168626 [2020-11-14 07:23:38,672][root][INFO] - mean size_reg_loss: 0.019384 [2020-11-14 07:23:38,672][root][INFO] - mean vote_loss: 0.198651 [2020-11-14 07:24:27,950][root][INFO] - ---- batch: 080 ---- [2020-11-14 07:24:27,956][root][INFO] - mean box_loss: 0.177043 [2020-11-14 07:24:27,957][root][INFO] - mean center_loss: 0.032371 [2020-11-14 07:24:27,957][root][INFO] - mean heading_cls_loss: 0.611698 [2020-11-14 07:24:27,958][root][INFO] - mean heading_reg_loss: 0.043156 [2020-11-14 07:24:27,958][root][INFO] - mean loss: 4.245103 [2020-11-14 07:24:27,958][root][INFO] - mean neg_ratio: 0.739862 [2020-11-14 07:24:27,958][root][INFO] - mean obj_acc: 0.950866 [2020-11-14 07:24:27,958][root][INFO] - mean objectness_loss: 0.038593 [2020-11-14 07:24:27,958][root][INFO] - mean pos_ratio: 0.140662 [2020-11-14 07:24:27,958][root][INFO] - mean sem_cls_loss: 0.172251 [2020-11-14 07:24:27,958][root][INFO] - mean size_cls_loss: 0.172093 [2020-11-14 07:24:27,958][root][INFO] - mean size_reg_loss: 0.023136 [2020-11-14 07:24:27,958][root][INFO] - mean vote_loss: 0.210946 [2020-11-14 07:24:41,783][root][INFO] - **** EPOCH 171 **** [2020-11-14 07:24:41,786][root][INFO] - Current learning rate: 0.000001 [2020-11-14 07:24:41,786][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 07:24:41,786][root][INFO] - 2020-11-14 07:24:41.786742 [2020-11-14 07:25:37,178][root][INFO] - ---- batch: 010 ---- [2020-11-14 07:25:37,183][root][INFO] - mean box_loss: 0.175188 [2020-11-14 07:25:37,184][root][INFO] - mean center_loss: 0.034607 [2020-11-14 07:25:37,184][root][INFO] - mean heading_cls_loss: 0.641528 [2020-11-14 07:25:37,184][root][INFO] - mean heading_reg_loss: 0.036769 [2020-11-14 07:25:37,184][root][INFO] - mean loss: 4.195208 [2020-11-14 07:25:37,184][root][INFO] - mean neg_ratio: 0.722821 [2020-11-14 07:25:37,184][root][INFO] - mean obj_acc: 0.949397 [2020-11-14 07:25:37,184][root][INFO] - mean objectness_loss: 0.042762 [2020-11-14 07:25:37,184][root][INFO] - mean pos_ratio: 0.150830 [2020-11-14 07:25:37,184][root][INFO] - mean sem_cls_loss: 0.198814 [2020-11-14 07:25:37,184][root][INFO] - mean size_cls_loss: 0.198980 [2020-11-14 07:25:37,184][root][INFO] - mean size_reg_loss: 0.019761 [2020-11-14 07:25:37,184][root][INFO] - mean vote_loss: 0.203071 [2020-11-14 07:26:27,049][root][INFO] - ---- batch: 020 ---- [2020-11-14 07:26:27,055][root][INFO] - mean box_loss: 0.181714 [2020-11-14 07:26:27,056][root][INFO] - mean center_loss: 0.035746 [2020-11-14 07:26:27,056][root][INFO] - mean heading_cls_loss: 0.656803 [2020-11-14 07:26:27,056][root][INFO] - mean heading_reg_loss: 0.040205 [2020-11-14 07:26:27,056][root][INFO] - mean loss: 4.263235 [2020-11-14 07:26:27,056][root][INFO] - mean neg_ratio: 0.731665 [2020-11-14 07:26:27,056][root][INFO] - mean obj_acc: 0.952568 [2020-11-14 07:26:27,056][root][INFO] - mean objectness_loss: 0.039261 [2020-11-14 07:26:27,056][root][INFO] - mean pos_ratio: 0.140588 [2020-11-14 07:26:27,056][root][INFO] - mean sem_cls_loss: 0.179392 [2020-11-14 07:26:27,056][root][INFO] - mean size_cls_loss: 0.179000 [2020-11-14 07:26:27,056][root][INFO] - mean size_reg_loss: 0.022183 [2020-11-14 07:26:27,056][root][INFO] - mean vote_loss: 0.207040 [2020-11-14 07:27:19,016][root][INFO] - ---- batch: 030 ---- [2020-11-14 07:27:19,021][root][INFO] - mean box_loss: 0.184754 [2020-11-14 07:27:19,021][root][INFO] - mean center_loss: 0.034584 [2020-11-14 07:27:19,021][root][INFO] - mean heading_cls_loss: 0.697067 [2020-11-14 07:27:19,021][root][INFO] - mean heading_reg_loss: 0.042275 [2020-11-14 07:27:19,021][root][INFO] - mean loss: 4.293706 [2020-11-14 07:27:19,021][root][INFO] - mean neg_ratio: 0.734558 [2020-11-14 07:27:19,021][root][INFO] - mean obj_acc: 0.947772 [2020-11-14 07:27:19,021][root][INFO] - mean objectness_loss: 0.045667 [2020-11-14 07:27:19,022][root][INFO] - mean pos_ratio: 0.147729 [2020-11-14 07:27:19,022][root][INFO] - mean sem_cls_loss: 0.174644 [2020-11-14 07:27:19,022][root][INFO] - mean size_cls_loss: 0.174452 [2020-11-14 07:27:19,022][root][INFO] - mean size_reg_loss: 0.020743 [2020-11-14 07:27:19,022][root][INFO] - mean vote_loss: 0.204319 [2020-11-14 07:28:09,848][root][INFO] - ---- batch: 040 ---- [2020-11-14 07:28:09,853][root][INFO] - mean box_loss: 0.170673 [2020-11-14 07:28:09,853][root][INFO] - mean center_loss: 0.030786 [2020-11-14 07:28:09,853][root][INFO] - mean heading_cls_loss: 0.639788 [2020-11-14 07:28:09,853][root][INFO] - mean heading_reg_loss: 0.041926 [2020-11-14 07:28:09,853][root][INFO] - mean loss: 4.017798 [2020-11-14 07:28:09,853][root][INFO] - mean neg_ratio: 0.714978 [2020-11-14 07:28:09,853][root][INFO] - mean obj_acc: 0.951132 [2020-11-14 07:28:09,853][root][INFO] - mean objectness_loss: 0.044735 [2020-11-14 07:28:09,853][root][INFO] - mean pos_ratio: 0.155591 [2020-11-14 07:28:09,853][root][INFO] - mean sem_cls_loss: 0.159493 [2020-11-14 07:28:09,853][root][INFO] - mean size_cls_loss: 0.159933 [2020-11-14 07:28:09,853][root][INFO] - mean size_reg_loss: 0.017990 [2020-11-14 07:28:09,853][root][INFO] - mean vote_loss: 0.192790 [2020-11-14 07:29:00,716][root][INFO] - ---- batch: 050 ---- [2020-11-14 07:29:00,723][root][INFO] - mean box_loss: 0.174644 [2020-11-14 07:29:00,724][root][INFO] - mean center_loss: 0.030720 [2020-11-14 07:29:00,724][root][INFO] - mean heading_cls_loss: 0.651221 [2020-11-14 07:29:00,724][root][INFO] - mean heading_reg_loss: 0.039328 [2020-11-14 07:29:00,724][root][INFO] - mean loss: 4.137283 [2020-11-14 07:29:00,724][root][INFO] - mean neg_ratio: 0.730536 [2020-11-14 07:29:00,724][root][INFO] - mean obj_acc: 0.947763 [2020-11-14 07:29:00,724][root][INFO] - mean objectness_loss: 0.041528 [2020-11-14 07:29:00,724][root][INFO] - mean pos_ratio: 0.144366 [2020-11-14 07:29:00,724][root][INFO] - mean sem_cls_loss: 0.169722 [2020-11-14 07:29:00,724][root][INFO] - mean size_cls_loss: 0.170699 [2020-11-14 07:29:00,725][root][INFO] - mean size_reg_loss: 0.022404 [2020-11-14 07:29:00,725][root][INFO] - mean vote_loss: 0.201348 [2020-11-14 07:29:51,303][root][INFO] - ---- batch: 060 ---- [2020-11-14 07:29:51,309][root][INFO] - mean box_loss: 0.187677 [2020-11-14 07:29:51,310][root][INFO] - mean center_loss: 0.030224 [2020-11-14 07:29:51,311][root][INFO] - mean heading_cls_loss: 0.727605 [2020-11-14 07:29:51,311][root][INFO] - mean heading_reg_loss: 0.043837 [2020-11-14 07:29:51,311][root][INFO] - mean loss: 4.357692 [2020-11-14 07:29:51,312][root][INFO] - mean neg_ratio: 0.731024 [2020-11-14 07:29:51,312][root][INFO] - mean obj_acc: 0.944627 [2020-11-14 07:29:51,312][root][INFO] - mean objectness_loss: 0.046984 [2020-11-14 07:29:51,312][root][INFO] - mean pos_ratio: 0.146558 [2020-11-14 07:29:51,312][root][INFO] - mean sem_cls_loss: 0.190901 [2020-11-14 07:29:51,312][root][INFO] - mean size_cls_loss: 0.191030 [2020-11-14 07:29:51,312][root][INFO] - mean size_reg_loss: 0.021752 [2020-11-14 07:29:51,312][root][INFO] - mean vote_loss: 0.205510 [2020-11-14 07:30:40,836][root][INFO] - ---- batch: 070 ---- [2020-11-14 07:30:40,841][root][INFO] - mean box_loss: 0.169300 [2020-11-14 07:30:40,842][root][INFO] - mean center_loss: 0.031156 [2020-11-14 07:30:40,842][root][INFO] - mean heading_cls_loss: 0.592643 [2020-11-14 07:30:40,842][root][INFO] - mean heading_reg_loss: 0.040767 [2020-11-14 07:30:40,842][root][INFO] - mean loss: 4.072102 [2020-11-14 07:30:40,842][root][INFO] - mean neg_ratio: 0.714374 [2020-11-14 07:30:40,842][root][INFO] - mean obj_acc: 0.954899 [2020-11-14 07:30:40,842][root][INFO] - mean objectness_loss: 0.041146 [2020-11-14 07:30:40,842][root][INFO] - mean pos_ratio: 0.159064 [2020-11-14 07:30:40,842][root][INFO] - mean sem_cls_loss: 0.159999 [2020-11-14 07:30:40,842][root][INFO] - mean size_cls_loss: 0.160520 [2020-11-14 07:30:40,842][root][INFO] - mean size_reg_loss: 0.022061 [2020-11-14 07:30:40,843][root][INFO] - mean vote_loss: 0.201337 [2020-11-14 07:31:29,771][root][INFO] - ---- batch: 080 ---- [2020-11-14 07:31:29,779][root][INFO] - mean box_loss: 0.181497 [2020-11-14 07:31:29,779][root][INFO] - mean center_loss: 0.031385 [2020-11-14 07:31:29,780][root][INFO] - mean heading_cls_loss: 0.683528 [2020-11-14 07:31:29,780][root][INFO] - mean heading_reg_loss: 0.043500 [2020-11-14 07:31:29,780][root][INFO] - mean loss: 4.470081 [2020-11-14 07:31:29,780][root][INFO] - mean neg_ratio: 0.725964 [2020-11-14 07:31:29,780][root][INFO] - mean obj_acc: 0.950336 [2020-11-14 07:31:29,780][root][INFO] - mean objectness_loss: 0.041664 [2020-11-14 07:31:29,780][root][INFO] - mean pos_ratio: 0.150006 [2020-11-14 07:31:29,780][root][INFO] - mean sem_cls_loss: 0.174246 [2020-11-14 07:31:29,780][root][INFO] - mean size_cls_loss: 0.174100 [2020-11-14 07:31:29,780][root][INFO] - mean size_reg_loss: 0.020849 [2020-11-14 07:31:29,780][root][INFO] - mean vote_loss: 0.227255 [2020-11-14 07:31:43,538][root][INFO] - **** EPOCH 172 **** [2020-11-14 07:31:43,540][root][INFO] - Current learning rate: 0.000001 [2020-11-14 07:31:43,540][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 07:31:43,540][root][INFO] - 2020-11-14 07:31:43.540939 [2020-11-14 07:32:38,786][root][INFO] - ---- batch: 010 ---- [2020-11-14 07:32:38,792][root][INFO] - mean box_loss: 0.175871 [2020-11-14 07:32:38,792][root][INFO] - mean center_loss: 0.030834 [2020-11-14 07:32:38,792][root][INFO] - mean heading_cls_loss: 0.658830 [2020-11-14 07:32:38,792][root][INFO] - mean heading_reg_loss: 0.040370 [2020-11-14 07:32:38,792][root][INFO] - mean loss: 4.161258 [2020-11-14 07:32:38,792][root][INFO] - mean neg_ratio: 0.730383 [2020-11-14 07:32:38,792][root][INFO] - mean obj_acc: 0.944723 [2020-11-14 07:32:38,792][root][INFO] - mean objectness_loss: 0.044598 [2020-11-14 07:32:38,792][root][INFO] - mean pos_ratio: 0.143298 [2020-11-14 07:32:38,792][root][INFO] - mean sem_cls_loss: 0.177466 [2020-11-14 07:32:38,792][root][INFO] - mean size_cls_loss: 0.178162 [2020-11-14 07:32:38,792][root][INFO] - mean size_reg_loss: 0.020968 [2020-11-14 07:32:38,792][root][INFO] - mean vote_loss: 0.200209 [2020-11-14 07:33:30,610][root][INFO] - ---- batch: 020 ---- [2020-11-14 07:33:30,614][root][INFO] - mean box_loss: 0.167339 [2020-11-14 07:33:30,614][root][INFO] - mean center_loss: 0.029659 [2020-11-14 07:33:30,615][root][INFO] - mean heading_cls_loss: 0.597402 [2020-11-14 07:33:30,615][root][INFO] - mean heading_reg_loss: 0.039624 [2020-11-14 07:33:30,615][root][INFO] - mean loss: 4.072184 [2020-11-14 07:33:30,615][root][INFO] - mean neg_ratio: 0.724036 [2020-11-14 07:33:30,615][root][INFO] - mean obj_acc: 0.949757 [2020-11-14 07:33:30,615][root][INFO] - mean objectness_loss: 0.040609 [2020-11-14 07:33:30,615][root][INFO] - mean pos_ratio: 0.152429 [2020-11-14 07:33:30,615][root][INFO] - mean sem_cls_loss: 0.177948 [2020-11-14 07:33:30,615][root][INFO] - mean size_cls_loss: 0.178408 [2020-11-14 07:33:30,615][root][INFO] - mean size_reg_loss: 0.020475 [2020-11-14 07:33:30,615][root][INFO] - mean vote_loss: 0.201780 [2020-11-14 07:34:22,169][root][INFO] - ---- batch: 030 ---- [2020-11-14 07:34:22,174][root][INFO] - mean box_loss: 0.181285 [2020-11-14 07:34:22,174][root][INFO] - mean center_loss: 0.034558 [2020-11-14 07:34:22,175][root][INFO] - mean heading_cls_loss: 0.679811 [2020-11-14 07:34:22,176][root][INFO] - mean heading_reg_loss: 0.041356 [2020-11-14 07:34:22,176][root][INFO] - mean loss: 4.283122 [2020-11-14 07:34:22,176][root][INFO] - mean neg_ratio: 0.731006 [2020-11-14 07:34:22,176][root][INFO] - mean obj_acc: 0.950020 [2020-11-14 07:34:22,176][root][INFO] - mean objectness_loss: 0.044368 [2020-11-14 07:34:22,176][root][INFO] - mean pos_ratio: 0.146057 [2020-11-14 07:34:22,176][root][INFO] - mean sem_cls_loss: 0.162354 [2020-11-14 07:34:22,176][root][INFO] - mean size_cls_loss: 0.162584 [2020-11-14 07:34:22,176][root][INFO] - mean size_reg_loss: 0.021132 [2020-11-14 07:34:22,176][root][INFO] - mean vote_loss: 0.208608 [2020-11-14 07:35:12,052][root][INFO] - ---- batch: 040 ---- [2020-11-14 07:35:12,057][root][INFO] - mean box_loss: 0.174994 [2020-11-14 07:35:12,057][root][INFO] - mean center_loss: 0.033076 [2020-11-14 07:35:12,057][root][INFO] - mean heading_cls_loss: 0.628449 [2020-11-14 07:35:12,057][root][INFO] - mean heading_reg_loss: 0.041186 [2020-11-14 07:35:12,057][root][INFO] - mean loss: 4.130090 [2020-11-14 07:35:12,058][root][INFO] - mean neg_ratio: 0.727490 [2020-11-14 07:35:12,058][root][INFO] - mean obj_acc: 0.949438 [2020-11-14 07:35:12,058][root][INFO] - mean objectness_loss: 0.042273 [2020-11-14 07:35:12,058][root][INFO] - mean pos_ratio: 0.151489 [2020-11-14 07:35:12,058][root][INFO] - mean sem_cls_loss: 0.179567 [2020-11-14 07:35:12,058][root][INFO] - mean size_cls_loss: 0.179353 [2020-11-14 07:35:12,058][root][INFO] - mean size_reg_loss: 0.019951 [2020-11-14 07:35:12,058][root][INFO] - mean vote_loss: 0.198922 [2020-11-14 07:36:02,984][root][INFO] - ---- batch: 050 ---- [2020-11-14 07:36:02,988][root][INFO] - mean box_loss: 0.180476 [2020-11-14 07:36:02,989][root][INFO] - mean center_loss: 0.038243 [2020-11-14 07:36:02,989][root][INFO] - mean heading_cls_loss: 0.650359 [2020-11-14 07:36:02,989][root][INFO] - mean heading_reg_loss: 0.041164 [2020-11-14 07:36:02,989][root][INFO] - mean loss: 4.197205 [2020-11-14 07:36:02,989][root][INFO] - mean neg_ratio: 0.725684 [2020-11-14 07:36:02,989][root][INFO] - mean obj_acc: 0.949686 [2020-11-14 07:36:02,989][root][INFO] - mean objectness_loss: 0.042002 [2020-11-14 07:36:02,989][root][INFO] - mean pos_ratio: 0.148920 [2020-11-14 07:36:02,989][root][INFO] - mean sem_cls_loss: 0.153247 [2020-11-14 07:36:02,989][root][INFO] - mean size_cls_loss: 0.152992 [2020-11-14 07:36:02,989][root][INFO] - mean size_reg_loss: 0.020734 [2020-11-14 07:36:02,989][root][INFO] - mean vote_loss: 0.202919 [2020-11-14 07:36:52,902][root][INFO] - ---- batch: 060 ---- [2020-11-14 07:36:52,908][root][INFO] - mean box_loss: 0.183276 [2020-11-14 07:36:52,909][root][INFO] - mean center_loss: 0.030701 [2020-11-14 07:36:52,909][root][INFO] - mean heading_cls_loss: 0.695783 [2020-11-14 07:36:52,909][root][INFO] - mean heading_reg_loss: 0.045672 [2020-11-14 07:36:52,909][root][INFO] - mean loss: 4.227763 [2020-11-14 07:36:52,909][root][INFO] - mean neg_ratio: 0.712018 [2020-11-14 07:36:52,909][root][INFO] - mean obj_acc: 0.957317 [2020-11-14 07:36:52,909][root][INFO] - mean objectness_loss: 0.040800 [2020-11-14 07:36:52,909][root][INFO] - mean pos_ratio: 0.160583 [2020-11-14 07:36:52,909][root][INFO] - mean sem_cls_loss: 0.159493 [2020-11-14 07:36:52,909][root][INFO] - mean size_cls_loss: 0.159684 [2020-11-14 07:36:52,909][root][INFO] - mean size_reg_loss: 0.021355 [2020-11-14 07:36:52,909][root][INFO] - mean vote_loss: 0.203152 [2020-11-14 07:37:42,611][root][INFO] - ---- batch: 070 ---- [2020-11-14 07:37:42,617][root][INFO] - mean box_loss: 0.178372 [2020-11-14 07:37:42,618][root][INFO] - mean center_loss: 0.032667 [2020-11-14 07:37:42,618][root][INFO] - mean heading_cls_loss: 0.631722 [2020-11-14 07:37:42,618][root][INFO] - mean heading_reg_loss: 0.045137 [2020-11-14 07:37:42,618][root][INFO] - mean loss: 4.297415 [2020-11-14 07:37:42,618][root][INFO] - mean neg_ratio: 0.728021 [2020-11-14 07:37:42,619][root][INFO] - mean obj_acc: 0.953046 [2020-11-14 07:37:42,619][root][INFO] - mean objectness_loss: 0.038336 [2020-11-14 07:37:42,619][root][INFO] - mean pos_ratio: 0.149902 [2020-11-14 07:37:42,619][root][INFO] - mean sem_cls_loss: 0.158735 [2020-11-14 07:37:42,619][root][INFO] - mean size_cls_loss: 0.159633 [2020-11-14 07:37:42,619][root][INFO] - mean size_reg_loss: 0.021432 [2020-11-14 07:37:42,619][root][INFO] - mean vote_loss: 0.216328 [2020-11-14 07:38:31,223][root][INFO] - ---- batch: 080 ---- [2020-11-14 07:38:31,230][root][INFO] - mean box_loss: 0.169232 [2020-11-14 07:38:31,231][root][INFO] - mean center_loss: 0.029284 [2020-11-14 07:38:31,231][root][INFO] - mean heading_cls_loss: 0.612952 [2020-11-14 07:38:31,231][root][INFO] - mean heading_reg_loss: 0.042053 [2020-11-14 07:38:31,231][root][INFO] - mean loss: 4.057493 [2020-11-14 07:38:31,231][root][INFO] - mean neg_ratio: 0.738208 [2020-11-14 07:38:31,232][root][INFO] - mean obj_acc: 0.946342 [2020-11-14 07:38:31,232][root][INFO] - mean objectness_loss: 0.043696 [2020-11-14 07:38:31,232][root][INFO] - mean pos_ratio: 0.150006 [2020-11-14 07:38:31,232][root][INFO] - mean sem_cls_loss: 0.166933 [2020-11-14 07:38:31,232][root][INFO] - mean size_cls_loss: 0.166503 [2020-11-14 07:38:31,232][root][INFO] - mean size_reg_loss: 0.019950 [2020-11-14 07:38:31,232][root][INFO] - mean vote_loss: 0.197976 [2020-11-14 07:38:44,969][root][INFO] - **** EPOCH 173 **** [2020-11-14 07:38:44,971][root][INFO] - Current learning rate: 0.000001 [2020-11-14 07:38:44,971][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 07:38:44,971][root][INFO] - 2020-11-14 07:38:44.971881 [2020-11-14 07:39:40,419][root][INFO] - ---- batch: 010 ---- [2020-11-14 07:39:40,425][root][INFO] - mean box_loss: 0.173526 [2020-11-14 07:39:40,425][root][INFO] - mean center_loss: 0.032983 [2020-11-14 07:39:40,425][root][INFO] - mean heading_cls_loss: 0.629253 [2020-11-14 07:39:40,425][root][INFO] - mean heading_reg_loss: 0.041295 [2020-11-14 07:39:40,425][root][INFO] - mean loss: 4.339518 [2020-11-14 07:39:40,425][root][INFO] - mean neg_ratio: 0.728857 [2020-11-14 07:39:40,426][root][INFO] - mean obj_acc: 0.946644 [2020-11-14 07:39:40,426][root][INFO] - mean objectness_loss: 0.046618 [2020-11-14 07:39:40,426][root][INFO] - mean pos_ratio: 0.147455 [2020-11-14 07:39:40,426][root][INFO] - mean sem_cls_loss: 0.151834 [2020-11-14 07:39:40,426][root][INFO] - mean size_cls_loss: 0.151872 [2020-11-14 07:39:40,426][root][INFO] - mean size_reg_loss: 0.021135 [2020-11-14 07:39:40,426][root][INFO] - mean vote_loss: 0.221934 [2020-11-14 07:40:30,859][root][INFO] - ---- batch: 020 ---- [2020-11-14 07:40:30,863][root][INFO] - mean box_loss: 0.190183 [2020-11-14 07:40:30,863][root][INFO] - mean center_loss: 0.038328 [2020-11-14 07:40:30,864][root][INFO] - mean heading_cls_loss: 0.697309 [2020-11-14 07:40:30,864][root][INFO] - mean heading_reg_loss: 0.045368 [2020-11-14 07:40:30,864][root][INFO] - mean loss: 4.349604 [2020-11-14 07:40:30,864][root][INFO] - mean neg_ratio: 0.742603 [2020-11-14 07:40:30,864][root][INFO] - mean obj_acc: 0.946391 [2020-11-14 07:40:30,864][root][INFO] - mean objectness_loss: 0.042671 [2020-11-14 07:40:30,864][root][INFO] - mean pos_ratio: 0.139404 [2020-11-14 07:40:30,864][root][INFO] - mean sem_cls_loss: 0.173406 [2020-11-14 07:40:30,864][root][INFO] - mean size_cls_loss: 0.174009 [2020-11-14 07:40:30,864][root][INFO] - mean size_reg_loss: 0.019354 [2020-11-14 07:40:30,864][root][INFO] - mean vote_loss: 0.206102 [2020-11-14 07:41:22,555][root][INFO] - ---- batch: 030 ---- [2020-11-14 07:41:22,560][root][INFO] - mean box_loss: 0.180649 [2020-11-14 07:41:22,560][root][INFO] - mean center_loss: 0.031327 [2020-11-14 07:41:22,560][root][INFO] - mean heading_cls_loss: 0.633918 [2020-11-14 07:41:22,560][root][INFO] - mean heading_reg_loss: 0.045295 [2020-11-14 07:41:22,560][root][INFO] - mean loss: 4.286852 [2020-11-14 07:41:22,560][root][INFO] - mean neg_ratio: 0.747223 [2020-11-14 07:41:22,560][root][INFO] - mean obj_acc: 0.946095 [2020-11-14 07:41:22,560][root][INFO] - mean objectness_loss: 0.041328 [2020-11-14 07:41:22,560][root][INFO] - mean pos_ratio: 0.134033 [2020-11-14 07:41:22,560][root][INFO] - mean sem_cls_loss: 0.165085 [2020-11-14 07:41:22,560][root][INFO] - mean size_cls_loss: 0.165468 [2020-11-14 07:41:22,560][root][INFO] - mean size_reg_loss: 0.024089 [2020-11-14 07:41:22,560][root][INFO] - mean vote_loss: 0.210864 [2020-11-14 07:42:14,345][root][INFO] - ---- batch: 040 ---- [2020-11-14 07:42:14,350][root][INFO] - mean box_loss: 0.175153 [2020-11-14 07:42:14,351][root][INFO] - mean center_loss: 0.034587 [2020-11-14 07:42:14,351][root][INFO] - mean heading_cls_loss: 0.662163 [2020-11-14 07:42:14,351][root][INFO] - mean heading_reg_loss: 0.035522 [2020-11-14 07:42:14,351][root][INFO] - mean loss: 4.212811 [2020-11-14 07:42:14,351][root][INFO] - mean neg_ratio: 0.725458 [2020-11-14 07:42:14,351][root][INFO] - mean obj_acc: 0.950484 [2020-11-14 07:42:14,351][root][INFO] - mean objectness_loss: 0.043846 [2020-11-14 07:42:14,351][root][INFO] - mean pos_ratio: 0.151660 [2020-11-14 07:42:14,351][root][INFO] - mean sem_cls_loss: 0.181149 [2020-11-14 07:42:14,351][root][INFO] - mean size_cls_loss: 0.181321 [2020-11-14 07:42:14,351][root][INFO] - mean size_reg_loss: 0.020695 [2020-11-14 07:42:14,351][root][INFO] - mean vote_loss: 0.206090 [2020-11-14 07:43:04,350][root][INFO] - ---- batch: 050 ---- [2020-11-14 07:43:04,357][root][INFO] - mean box_loss: 0.170367 [2020-11-14 07:43:04,357][root][INFO] - mean center_loss: 0.032299 [2020-11-14 07:43:04,357][root][INFO] - mean heading_cls_loss: 0.592364 [2020-11-14 07:43:04,357][root][INFO] - mean heading_reg_loss: 0.041221 [2020-11-14 07:43:04,357][root][INFO] - mean loss: 4.043439 [2020-11-14 07:43:04,357][root][INFO] - mean neg_ratio: 0.722656 [2020-11-14 07:43:04,357][root][INFO] - mean obj_acc: 0.950757 [2020-11-14 07:43:04,357][root][INFO] - mean objectness_loss: 0.040511 [2020-11-14 07:43:04,357][root][INFO] - mean pos_ratio: 0.152191 [2020-11-14 07:43:04,357][root][INFO] - mean sem_cls_loss: 0.169202 [2020-11-14 07:43:04,357][root][INFO] - mean size_cls_loss: 0.169553 [2020-11-14 07:43:04,357][root][INFO] - mean size_reg_loss: 0.020655 [2020-11-14 07:43:04,357][root][INFO] - mean vote_loss: 0.196802 [2020-11-14 07:43:54,022][root][INFO] - ---- batch: 060 ---- [2020-11-14 07:43:54,027][root][INFO] - mean box_loss: 0.167379 [2020-11-14 07:43:54,027][root][INFO] - mean center_loss: 0.028062 [2020-11-14 07:43:54,028][root][INFO] - mean heading_cls_loss: 0.599440 [2020-11-14 07:43:54,028][root][INFO] - mean heading_reg_loss: 0.041722 [2020-11-14 07:43:54,028][root][INFO] - mean loss: 4.090462 [2020-11-14 07:43:54,028][root][INFO] - mean neg_ratio: 0.725146 [2020-11-14 07:43:54,028][root][INFO] - mean obj_acc: 0.950165 [2020-11-14 07:43:54,028][root][INFO] - mean objectness_loss: 0.043219 [2020-11-14 07:43:54,028][root][INFO] - mean pos_ratio: 0.146814 [2020-11-14 07:43:54,028][root][INFO] - mean sem_cls_loss: 0.184855 [2020-11-14 07:43:54,028][root][INFO] - mean size_cls_loss: 0.184838 [2020-11-14 07:43:54,028][root][INFO] - mean size_reg_loss: 0.019167 [2020-11-14 07:43:54,028][root][INFO] - mean vote_loss: 0.201572 [2020-11-14 07:44:44,598][root][INFO] - ---- batch: 070 ---- [2020-11-14 07:44:44,606][root][INFO] - mean box_loss: 0.177604 [2020-11-14 07:44:44,607][root][INFO] - mean center_loss: 0.034415 [2020-11-14 07:44:44,607][root][INFO] - mean heading_cls_loss: 0.644790 [2020-11-14 07:44:44,607][root][INFO] - mean heading_reg_loss: 0.042312 [2020-11-14 07:44:44,608][root][INFO] - mean loss: 4.194148 [2020-11-14 07:44:44,608][root][INFO] - mean neg_ratio: 0.728241 [2020-11-14 07:44:44,608][root][INFO] - mean obj_acc: 0.948901 [2020-11-14 07:44:44,608][root][INFO] - mean objectness_loss: 0.042013 [2020-11-14 07:44:44,608][root][INFO] - mean pos_ratio: 0.149054 [2020-11-14 07:44:44,608][root][INFO] - mean sem_cls_loss: 0.178029 [2020-11-14 07:44:44,608][root][INFO] - mean size_cls_loss: 0.178481 [2020-11-14 07:44:44,608][root][INFO] - mean size_reg_loss: 0.018550 [2020-11-14 07:44:44,608][root][INFO] - mean vote_loss: 0.203001 [2020-11-14 07:45:33,543][root][INFO] - ---- batch: 080 ---- [2020-11-14 07:45:33,550][root][INFO] - mean box_loss: 0.168318 [2020-11-14 07:45:33,551][root][INFO] - mean center_loss: 0.027969 [2020-11-14 07:45:33,551][root][INFO] - mean heading_cls_loss: 0.650169 [2020-11-14 07:45:33,551][root][INFO] - mean heading_reg_loss: 0.040803 [2020-11-14 07:45:33,551][root][INFO] - mean loss: 3.992418 [2020-11-14 07:45:33,551][root][INFO] - mean neg_ratio: 0.703760 [2020-11-14 07:45:33,551][root][INFO] - mean obj_acc: 0.956521 [2020-11-14 07:45:33,551][root][INFO] - mean objectness_loss: 0.041477 [2020-11-14 07:45:33,551][root][INFO] - mean pos_ratio: 0.170160 [2020-11-14 07:45:33,552][root][INFO] - mean sem_cls_loss: 0.156392 [2020-11-14 07:45:33,552][root][INFO] - mean size_cls_loss: 0.156086 [2020-11-14 07:45:33,552][root][INFO] - mean size_reg_loss: 0.018921 [2020-11-14 07:45:33,552][root][INFO] - mean vote_loss: 0.194547 [2020-11-14 07:45:46,704][root][INFO] - **** EPOCH 174 **** [2020-11-14 07:45:46,706][root][INFO] - Current learning rate: 0.000001 [2020-11-14 07:45:46,707][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 07:45:46,707][root][INFO] - 2020-11-14 07:45:46.707096 [2020-11-14 07:46:42,740][root][INFO] - ---- batch: 010 ---- [2020-11-14 07:46:42,745][root][INFO] - mean box_loss: 0.178672 [2020-11-14 07:46:42,745][root][INFO] - mean center_loss: 0.036990 [2020-11-14 07:46:42,745][root][INFO] - mean heading_cls_loss: 0.636778 [2020-11-14 07:46:42,745][root][INFO] - mean heading_reg_loss: 0.042388 [2020-11-14 07:46:42,745][root][INFO] - mean loss: 4.273993 [2020-11-14 07:46:42,745][root][INFO] - mean neg_ratio: 0.735217 [2020-11-14 07:46:42,746][root][INFO] - mean obj_acc: 0.949141 [2020-11-14 07:46:42,746][root][INFO] - mean objectness_loss: 0.040575 [2020-11-14 07:46:42,746][root][INFO] - mean pos_ratio: 0.145197 [2020-11-14 07:46:42,746][root][INFO] - mean sem_cls_loss: 0.160175 [2020-11-14 07:46:42,746][root][INFO] - mean size_cls_loss: 0.160285 [2020-11-14 07:46:42,746][root][INFO] - mean size_reg_loss: 0.019587 [2020-11-14 07:46:42,746][root][INFO] - mean vote_loss: 0.212422 [2020-11-14 07:47:34,005][root][INFO] - ---- batch: 020 ---- [2020-11-14 07:47:34,010][root][INFO] - mean box_loss: 0.173988 [2020-11-14 07:47:34,011][root][INFO] - mean center_loss: 0.032425 [2020-11-14 07:47:34,011][root][INFO] - mean heading_cls_loss: 0.658716 [2020-11-14 07:47:34,011][root][INFO] - mean heading_reg_loss: 0.038281 [2020-11-14 07:47:34,011][root][INFO] - mean loss: 4.195460 [2020-11-14 07:47:34,011][root][INFO] - mean neg_ratio: 0.723608 [2020-11-14 07:47:34,011][root][INFO] - mean obj_acc: 0.949659 [2020-11-14 07:47:34,011][root][INFO] - mean objectness_loss: 0.042596 [2020-11-14 07:47:34,011][root][INFO] - mean pos_ratio: 0.149390 [2020-11-14 07:47:34,011][root][INFO] - mean sem_cls_loss: 0.173515 [2020-11-14 07:47:34,011][root][INFO] - mean size_cls_loss: 0.173608 [2020-11-14 07:47:34,011][root][INFO] - mean size_reg_loss: 0.020049 [2020-11-14 07:47:34,011][root][INFO] - mean vote_loss: 0.206908 [2020-11-14 07:48:24,015][root][INFO] - ---- batch: 030 ---- [2020-11-14 07:48:24,020][root][INFO] - mean box_loss: 0.181547 [2020-11-14 07:48:24,020][root][INFO] - mean center_loss: 0.032705 [2020-11-14 07:48:24,021][root][INFO] - mean heading_cls_loss: 0.677606 [2020-11-14 07:48:24,021][root][INFO] - mean heading_reg_loss: 0.041194 [2020-11-14 07:48:24,021][root][INFO] - mean loss: 4.284219 [2020-11-14 07:48:24,021][root][INFO] - mean neg_ratio: 0.721588 [2020-11-14 07:48:24,021][root][INFO] - mean obj_acc: 0.950304 [2020-11-14 07:48:24,021][root][INFO] - mean objectness_loss: 0.043049 [2020-11-14 07:48:24,021][root][INFO] - mean pos_ratio: 0.150714 [2020-11-14 07:48:24,021][root][INFO] - mean sem_cls_loss: 0.187284 [2020-11-14 07:48:24,021][root][INFO] - mean size_cls_loss: 0.187513 [2020-11-14 07:48:24,021][root][INFO] - mean size_reg_loss: 0.021137 [2020-11-14 07:48:24,021][root][INFO] - mean vote_loss: 0.206621 [2020-11-14 07:49:14,253][root][INFO] - ---- batch: 040 ---- [2020-11-14 07:49:14,258][root][INFO] - mean box_loss: 0.173004 [2020-11-14 07:49:14,258][root][INFO] - mean center_loss: 0.030183 [2020-11-14 07:49:14,258][root][INFO] - mean heading_cls_loss: 0.625257 [2020-11-14 07:49:14,258][root][INFO] - mean heading_reg_loss: 0.039319 [2020-11-14 07:49:14,258][root][INFO] - mean loss: 4.131573 [2020-11-14 07:49:14,258][root][INFO] - mean neg_ratio: 0.715942 [2020-11-14 07:49:14,258][root][INFO] - mean obj_acc: 0.952285 [2020-11-14 07:49:14,258][root][INFO] - mean objectness_loss: 0.043888 [2020-11-14 07:49:14,258][root][INFO] - mean pos_ratio: 0.161188 [2020-11-14 07:49:14,258][root][INFO] - mean sem_cls_loss: 0.181414 [2020-11-14 07:49:14,258][root][INFO] - mean size_cls_loss: 0.181765 [2020-11-14 07:49:14,258][root][INFO] - mean size_reg_loss: 0.022799 [2020-11-14 07:49:14,258][root][INFO] - mean vote_loss: 0.200068 [2020-11-14 07:50:05,018][root][INFO] - ---- batch: 050 ---- [2020-11-14 07:50:05,023][root][INFO] - mean box_loss: 0.179472 [2020-11-14 07:50:05,024][root][INFO] - mean center_loss: 0.031392 [2020-11-14 07:50:05,024][root][INFO] - mean heading_cls_loss: 0.636879 [2020-11-14 07:50:05,024][root][INFO] - mean heading_reg_loss: 0.045928 [2020-11-14 07:50:05,024][root][INFO] - mean loss: 4.290063 [2020-11-14 07:50:05,024][root][INFO] - mean neg_ratio: 0.736908 [2020-11-14 07:50:05,024][root][INFO] - mean obj_acc: 0.942412 [2020-11-14 07:50:05,025][root][INFO] - mean objectness_loss: 0.046950 [2020-11-14 07:50:05,025][root][INFO] - mean pos_ratio: 0.145898 [2020-11-14 07:50:05,025][root][INFO] - mean sem_cls_loss: 0.179398 [2020-11-14 07:50:05,025][root][INFO] - mean size_cls_loss: 0.179829 [2020-11-14 07:50:05,025][root][INFO] - mean size_reg_loss: 0.020481 [2020-11-14 07:50:05,025][root][INFO] - mean vote_loss: 0.208119 [2020-11-14 07:50:56,414][root][INFO] - ---- batch: 060 ---- [2020-11-14 07:50:56,419][root][INFO] - mean box_loss: 0.168913 [2020-11-14 07:50:56,420][root][INFO] - mean center_loss: 0.033711 [2020-11-14 07:50:56,420][root][INFO] - mean heading_cls_loss: 0.574981 [2020-11-14 07:50:56,420][root][INFO] - mean heading_reg_loss: 0.041681 [2020-11-14 07:50:56,420][root][INFO] - mean loss: 4.027558 [2020-11-14 07:50:56,420][root][INFO] - mean neg_ratio: 0.725879 [2020-11-14 07:50:56,420][root][INFO] - mean obj_acc: 0.947636 [2020-11-14 07:50:56,420][root][INFO] - mean objectness_loss: 0.043478 [2020-11-14 07:50:56,420][root][INFO] - mean pos_ratio: 0.152338 [2020-11-14 07:50:56,420][root][INFO] - mean sem_cls_loss: 0.165425 [2020-11-14 07:50:56,420][root][INFO] - mean size_cls_loss: 0.165487 [2020-11-14 07:50:56,420][root][INFO] - mean size_reg_loss: 0.019473 [2020-11-14 07:50:56,420][root][INFO] - mean vote_loss: 0.195561 [2020-11-14 07:51:45,410][root][INFO] - ---- batch: 070 ---- [2020-11-14 07:51:45,416][root][INFO] - mean box_loss: 0.179314 [2020-11-14 07:51:45,416][root][INFO] - mean center_loss: 0.029382 [2020-11-14 07:51:45,416][root][INFO] - mean heading_cls_loss: 0.704315 [2020-11-14 07:51:45,416][root][INFO] - mean heading_reg_loss: 0.045001 [2020-11-14 07:51:45,417][root][INFO] - mean loss: 4.181294 [2020-11-14 07:51:45,417][root][INFO] - mean neg_ratio: 0.720166 [2020-11-14 07:51:45,417][root][INFO] - mean obj_acc: 0.950207 [2020-11-14 07:51:45,417][root][INFO] - mean objectness_loss: 0.045078 [2020-11-14 07:51:45,417][root][INFO] - mean pos_ratio: 0.154480 [2020-11-14 07:51:45,417][root][INFO] - mean sem_cls_loss: 0.161563 [2020-11-14 07:51:45,417][root][INFO] - mean size_cls_loss: 0.161462 [2020-11-14 07:51:45,417][root][INFO] - mean size_reg_loss: 0.018353 [2020-11-14 07:51:45,417][root][INFO] - mean vote_loss: 0.200120 [2020-11-14 07:52:35,289][root][INFO] - ---- batch: 080 ---- [2020-11-14 07:52:35,297][root][INFO] - mean box_loss: 0.195811 [2020-11-14 07:52:35,297][root][INFO] - mean center_loss: 0.032756 [2020-11-14 07:52:35,298][root][INFO] - mean heading_cls_loss: 0.735566 [2020-11-14 07:52:35,298][root][INFO] - mean heading_reg_loss: 0.047489 [2020-11-14 07:52:35,298][root][INFO] - mean loss: 4.521949 [2020-11-14 07:52:35,298][root][INFO] - mean neg_ratio: 0.739264 [2020-11-14 07:52:35,298][root][INFO] - mean obj_acc: 0.945449 [2020-11-14 07:52:35,298][root][INFO] - mean objectness_loss: 0.044463 [2020-11-14 07:52:35,298][root][INFO] - mean pos_ratio: 0.139252 [2020-11-14 07:52:35,298][root][INFO] - mean sem_cls_loss: 0.196150 [2020-11-14 07:52:35,298][root][INFO] - mean size_cls_loss: 0.196773 [2020-11-14 07:52:35,298][root][INFO] - mean size_reg_loss: 0.022333 [2020-11-14 07:52:35,298][root][INFO] - mean vote_loss: 0.214537 [2020-11-14 07:52:48,162][root][INFO] - Eval batch: 0 [2020-11-14 07:52:49,948][root][INFO] - Eval batch: 10 [2020-11-14 07:52:51,818][root][INFO] - Eval batch: 20 [2020-11-14 07:52:53,630][root][INFO] - Eval batch: 30 [2020-11-14 07:52:55,585][root][INFO] - Eval batch: 40 [2020-11-14 07:52:57,383][root][INFO] - Eval batch: 50 [2020-11-14 07:52:59,281][root][INFO] - Eval batch: 60 [2020-11-14 07:53:01,103][root][INFO] - Eval batch: 70 [2020-11-14 07:53:02,971][root][INFO] - 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Eval batch: 4580 [2020-11-14 08:06:50,954][root][INFO] - Eval batch: 4590 [2020-11-14 08:06:52,898][root][INFO] - Eval batch: 4600 [2020-11-14 08:06:54,720][root][INFO] - Eval batch: 4610 [2020-11-14 08:06:56,678][root][INFO] - Eval batch: 4620 [2020-11-14 08:06:58,613][root][INFO] - Eval batch: 4630 [2020-11-14 08:07:00,503][root][INFO] - Eval batch: 4640 [2020-11-14 08:07:02,402][root][INFO] - Eval batch: 4650 [2020-11-14 08:07:04,275][root][INFO] - Eval batch: 4660 [2020-11-14 08:07:06,172][root][INFO] - Eval batch: 4670 [2020-11-14 08:07:08,025][root][INFO] - Eval batch: 4680 [2020-11-14 08:07:09,829][root][INFO] - Eval batch: 4690 [2020-11-14 08:07:11,673][root][INFO] - Eval batch: 4700 [2020-11-14 08:07:13,499][root][INFO] - Eval batch: 4710 [2020-11-14 08:07:15,361][root][INFO] - Eval batch: 4720 [2020-11-14 08:07:17,218][root][INFO] - Eval batch: 4730 [2020-11-14 08:07:19,132][root][INFO] - Eval batch: 4740 [2020-11-14 08:07:21,006][root][INFO] - Eval batch: 4750 [2020-11-14 08:07:22,850][root][INFO] - Eval batch: 4760 [2020-11-14 08:07:24,682][root][INFO] - Eval batch: 4770 [2020-11-14 08:07:26,572][root][INFO] - Eval batch: 4780 [2020-11-14 08:07:28,395][root][INFO] - Eval batch: 4790 [2020-11-14 08:07:30,276][root][INFO] - Eval batch: 4800 [2020-11-14 08:07:32,123][root][INFO] - Eval batch: 4810 [2020-11-14 08:07:34,059][root][INFO] - Eval batch: 4820 [2020-11-14 08:07:35,927][root][INFO] - Eval batch: 4830 [2020-11-14 08:07:37,695][root][INFO] - Eval batch: 4840 [2020-11-14 08:07:39,583][root][INFO] - Eval batch: 4850 [2020-11-14 08:07:41,416][root][INFO] - Eval batch: 4860 [2020-11-14 08:07:43,198][root][INFO] - Eval batch: 4870 [2020-11-14 08:07:45,021][root][INFO] - Eval batch: 4880 [2020-11-14 08:07:46,832][root][INFO] - Eval batch: 4890 [2020-11-14 08:07:48,669][root][INFO] - Eval batch: 4900 [2020-11-14 08:07:50,401][root][INFO] - Eval batch: 4910 [2020-11-14 08:07:52,230][root][INFO] - Eval batch: 4920 [2020-11-14 08:07:54,056][root][INFO] - Eval batch: 4930 [2020-11-14 08:07:55,894][root][INFO] - Eval batch: 4940 [2020-11-14 08:07:57,711][root][INFO] - Eval batch: 4950 [2020-11-14 08:07:59,549][root][INFO] - Eval batch: 4960 [2020-11-14 08:08:01,349][root][INFO] - Eval batch: 4970 [2020-11-14 08:08:03,169][root][INFO] - Eval batch: 4980 [2020-11-14 08:08:05,043][root][INFO] - Eval batch: 4990 [2020-11-14 08:08:06,940][root][INFO] - Eval batch: 5000 [2020-11-14 08:08:08,768][root][INFO] - Eval batch: 5010 [2020-11-14 08:08:10,687][root][INFO] - Eval batch: 5020 [2020-11-14 08:08:12,505][root][INFO] - Eval batch: 5030 [2020-11-14 08:08:14,243][root][INFO] - Eval batch: 5040 [2020-11-14 08:08:16,083][root][INFO] - eval mean box_loss: 0.223258 [2020-11-14 08:08:16,083][root][INFO] - eval mean center_loss: 0.041152 [2020-11-14 08:08:16,084][root][INFO] - eval mean heading_cls_loss: 0.726258 [2020-11-14 08:08:16,084][root][INFO] - eval mean heading_reg_loss: 0.039343 [2020-11-14 08:08:16,085][root][INFO] - eval mean loss: 5.438316 [2020-11-14 08:08:16,085][root][INFO] - eval mean neg_ratio: 0.699874 [2020-11-14 08:08:16,086][root][INFO] - eval mean obj_acc: 0.922281 [2020-11-14 08:08:16,086][root][INFO] - eval mean objectness_loss: 0.085492 [2020-11-14 08:08:16,086][root][INFO] - eval mean pos_ratio: 0.159299 [2020-11-14 08:08:16,087][root][INFO] - eval mean sem_cls_loss: 0.464087 [2020-11-14 08:08:16,087][root][INFO] - eval mean size_cls_loss: 0.463340 [2020-11-14 08:08:16,087][root][INFO] - eval mean size_reg_loss: 0.023804 [2020-11-14 08:08:16,088][root][INFO] - eval mean vote_loss: 0.231419 [2020-11-14 08:09:09,230][root][INFO] - eval bed Average Precision: 0.544539 [2020-11-14 08:09:09,230][root][INFO] - eval table Average Precision: 0.198802 [2020-11-14 08:09:09,230][root][INFO] - eval sofa Average Precision: 0.515819 [2020-11-14 08:09:09,231][root][INFO] - eval chair Average Precision: 0.531878 [2020-11-14 08:09:09,231][root][INFO] - eval toilet Average Precision: 0.616789 [2020-11-14 08:09:09,231][root][INFO] - eval desk Average Precision: 0.062697 [2020-11-14 08:09:09,231][root][INFO] - eval dresser Average Precision: 0.142075 [2020-11-14 08:09:09,231][root][INFO] - eval night_stand Average Precision: 0.381831 [2020-11-14 08:09:09,231][root][INFO] - eval bookshelf Average Precision: 0.081418 [2020-11-14 08:09:09,231][root][INFO] - eval bathtub Average Precision: 0.427101 [2020-11-14 08:09:09,231][root][INFO] - eval mAP: 0.350295 [2020-11-14 08:09:09,231][root][INFO] - eval bed Recall: 0.666667 [2020-11-14 08:09:09,231][root][INFO] - eval table Recall: 0.416769 [2020-11-14 08:09:09,231][root][INFO] - eval sofa Recall: 0.672926 [2020-11-14 08:09:09,231][root][INFO] - eval chair Recall: 0.652328 [2020-11-14 08:09:09,231][root][INFO] - eval toilet Recall: 0.728477 [2020-11-14 08:09:09,231][root][INFO] - eval desk Recall: 0.281358 [2020-11-14 08:09:09,231][root][INFO] - eval dresser Recall: 0.407407 [2020-11-14 08:09:09,231][root][INFO] - eval night_stand Recall: 0.570866 [2020-11-14 08:09:09,231][root][INFO] - eval bookshelf Recall: 0.224080 [2020-11-14 08:09:09,231][root][INFO] - eval bathtub Recall: 0.557692 [2020-11-14 08:09:09,231][root][INFO] - eval AR: 0.517857 [2020-11-14 08:09:09,232][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 08:09:10,424][root][INFO] - **** EPOCH 175 **** [2020-11-14 08:09:10,425][root][INFO] - Current learning rate: 0.000001 [2020-11-14 08:09:10,425][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 08:09:10,425][root][INFO] - 2020-11-14 08:09:10.425849 [2020-11-14 08:10:06,876][root][INFO] - ---- batch: 010 ---- [2020-11-14 08:10:06,881][root][INFO] - mean box_loss: 0.168978 [2020-11-14 08:10:06,882][root][INFO] - mean center_loss: 0.033163 [2020-11-14 08:10:06,882][root][INFO] - mean heading_cls_loss: 0.630060 [2020-11-14 08:10:06,882][root][INFO] - mean heading_reg_loss: 0.036283 [2020-11-14 08:10:06,882][root][INFO] - mean loss: 4.195807 [2020-11-14 08:10:06,882][root][INFO] - mean neg_ratio: 0.717358 [2020-11-14 08:10:06,882][root][INFO] - mean obj_acc: 0.953651 [2020-11-14 08:10:06,882][root][INFO] - mean objectness_loss: 0.041531 [2020-11-14 08:10:06,882][root][INFO] - mean pos_ratio: 0.149823 [2020-11-14 08:10:06,882][root][INFO] - mean sem_cls_loss: 0.167538 [2020-11-14 08:10:06,882][root][INFO] - mean size_cls_loss: 0.167796 [2020-11-14 08:10:06,882][root][INFO] - mean size_reg_loss: 0.019746 [2020-11-14 08:10:06,882][root][INFO] - mean vote_loss: 0.213084 [2020-11-14 08:10:57,893][root][INFO] - ---- batch: 020 ---- [2020-11-14 08:10:57,897][root][INFO] - mean box_loss: 0.185282 [2020-11-14 08:10:57,897][root][INFO] - mean center_loss: 0.028366 [2020-11-14 08:10:57,897][root][INFO] - mean heading_cls_loss: 0.689396 [2020-11-14 08:10:57,897][root][INFO] - mean heading_reg_loss: 0.042323 [2020-11-14 08:10:57,898][root][INFO] - mean loss: 4.306124 [2020-11-14 08:10:57,898][root][INFO] - mean neg_ratio: 0.732526 [2020-11-14 08:10:57,898][root][INFO] - mean obj_acc: 0.947471 [2020-11-14 08:10:57,898][root][INFO] - mean objectness_loss: 0.042623 [2020-11-14 08:10:57,898][root][INFO] - mean pos_ratio: 0.141925 [2020-11-14 08:10:57,898][root][INFO] - mean sem_cls_loss: 0.197326 [2020-11-14 08:10:57,898][root][INFO] - mean size_cls_loss: 0.197431 [2020-11-14 08:10:57,898][root][INFO] - mean size_reg_loss: 0.025910 [2020-11-14 08:10:57,898][root][INFO] - mean vote_loss: 0.204286 [2020-11-14 08:11:48,728][root][INFO] - ---- batch: 030 ---- [2020-11-14 08:11:48,732][root][INFO] - mean box_loss: 0.185874 [2020-11-14 08:11:48,732][root][INFO] - mean center_loss: 0.035779 [2020-11-14 08:11:48,733][root][INFO] - mean heading_cls_loss: 0.656115 [2020-11-14 08:11:48,733][root][INFO] - mean heading_reg_loss: 0.045154 [2020-11-14 08:11:48,733][root][INFO] - mean loss: 4.443733 [2020-11-14 08:11:48,733][root][INFO] - mean neg_ratio: 0.720709 [2020-11-14 08:11:48,733][root][INFO] - mean obj_acc: 0.944564 [2020-11-14 08:11:48,733][root][INFO] - mean objectness_loss: 0.048423 [2020-11-14 08:11:48,733][root][INFO] - mean pos_ratio: 0.151001 [2020-11-14 08:11:48,733][root][INFO] - mean sem_cls_loss: 0.188841 [2020-11-14 08:11:48,733][root][INFO] - mean size_cls_loss: 0.188392 [2020-11-14 08:11:48,733][root][INFO] - mean size_reg_loss: 0.020490 [2020-11-14 08:11:48,733][root][INFO] - mean vote_loss: 0.215404 [2020-11-14 08:12:39,772][root][INFO] - ---- batch: 040 ---- [2020-11-14 08:12:39,777][root][INFO] - mean box_loss: 0.164772 [2020-11-14 08:12:39,777][root][INFO] - mean center_loss: 0.029179 [2020-11-14 08:12:39,777][root][INFO] - mean heading_cls_loss: 0.606522 [2020-11-14 08:12:39,777][root][INFO] - mean heading_reg_loss: 0.041323 [2020-11-14 08:12:39,777][root][INFO] - mean loss: 3.906056 [2020-11-14 08:12:39,777][root][INFO] - mean neg_ratio: 0.742755 [2020-11-14 08:12:39,777][root][INFO] - mean obj_acc: 0.949418 [2020-11-14 08:12:39,777][root][INFO] - mean objectness_loss: 0.039942 [2020-11-14 08:12:39,777][root][INFO] - mean pos_ratio: 0.141736 [2020-11-14 08:12:39,777][root][INFO] - mean sem_cls_loss: 0.164932 [2020-11-14 08:12:39,777][root][INFO] - mean size_cls_loss: 0.164920 [2020-11-14 08:12:39,777][root][INFO] - mean size_reg_loss: 0.017125 [2020-11-14 08:12:39,777][root][INFO] - mean vote_loss: 0.189370 [2020-11-14 08:13:30,597][root][INFO] - ---- batch: 050 ---- [2020-11-14 08:13:30,602][root][INFO] - mean box_loss: 0.183578 [2020-11-14 08:13:30,602][root][INFO] - mean center_loss: 0.029907 [2020-11-14 08:13:30,602][root][INFO] - mean heading_cls_loss: 0.699019 [2020-11-14 08:13:30,602][root][INFO] - mean heading_reg_loss: 0.046644 [2020-11-14 08:13:30,602][root][INFO] - mean loss: 4.304968 [2020-11-14 08:13:30,602][root][INFO] - mean neg_ratio: 0.726935 [2020-11-14 08:13:30,602][root][INFO] - mean obj_acc: 0.949652 [2020-11-14 08:13:30,602][root][INFO] - mean objectness_loss: 0.040555 [2020-11-14 08:13:30,602][root][INFO] - mean pos_ratio: 0.149725 [2020-11-14 08:13:30,602][root][INFO] - mean sem_cls_loss: 0.158008 [2020-11-14 08:13:30,602][root][INFO] - mean size_cls_loss: 0.158210 [2020-11-14 08:13:30,602][root][INFO] - mean size_reg_loss: 0.021304 [2020-11-14 08:13:30,602][root][INFO] - mean vote_loss: 0.210841 [2020-11-14 08:14:21,520][root][INFO] - ---- batch: 060 ---- [2020-11-14 08:14:21,527][root][INFO] - mean box_loss: 0.177718 [2020-11-14 08:14:21,528][root][INFO] - mean center_loss: 0.030851 [2020-11-14 08:14:21,528][root][INFO] - mean heading_cls_loss: 0.596961 [2020-11-14 08:14:21,528][root][INFO] - mean heading_reg_loss: 0.046525 [2020-11-14 08:14:21,528][root][INFO] - mean loss: 4.226932 [2020-11-14 08:14:21,528][root][INFO] - mean neg_ratio: 0.715192 [2020-11-14 08:14:21,529][root][INFO] - mean obj_acc: 0.954931 [2020-11-14 08:14:21,529][root][INFO] - mean objectness_loss: 0.040433 [2020-11-14 08:14:21,529][root][INFO] - mean pos_ratio: 0.156415 [2020-11-14 08:14:21,529][root][INFO] - mean sem_cls_loss: 0.192086 [2020-11-14 08:14:21,529][root][INFO] - mean size_cls_loss: 0.191578 [2020-11-14 08:14:21,529][root][INFO] - mean size_reg_loss: 0.021489 [2020-11-14 08:14:21,529][root][INFO] - mean vote_loss: 0.205550 [2020-11-14 08:15:12,004][root][INFO] - ---- batch: 070 ---- [2020-11-14 08:15:12,010][root][INFO] - mean box_loss: 0.175958 [2020-11-14 08:15:12,010][root][INFO] - mean center_loss: 0.035856 [2020-11-14 08:15:12,011][root][INFO] - mean heading_cls_loss: 0.668165 [2020-11-14 08:15:12,011][root][INFO] - mean heading_reg_loss: 0.039754 [2020-11-14 08:15:12,011][root][INFO] - mean loss: 4.127528 [2020-11-14 08:15:12,011][root][INFO] - mean neg_ratio: 0.734979 [2020-11-14 08:15:12,011][root][INFO] - mean obj_acc: 0.948326 [2020-11-14 08:15:12,011][root][INFO] - mean objectness_loss: 0.042555 [2020-11-14 08:15:12,011][root][INFO] - mean pos_ratio: 0.149078 [2020-11-14 08:15:12,011][root][INFO] - mean sem_cls_loss: 0.152962 [2020-11-14 08:15:12,011][root][INFO] - mean size_cls_loss: 0.152796 [2020-11-14 08:15:12,011][root][INFO] - mean size_reg_loss: 0.018251 [2020-11-14 08:15:12,011][root][INFO] - mean vote_loss: 0.200221 [2020-11-14 08:16:02,415][root][INFO] - ---- batch: 080 ---- [2020-11-14 08:16:02,422][root][INFO] - mean box_loss: 0.176365 [2020-11-14 08:16:02,422][root][INFO] - mean center_loss: 0.031082 [2020-11-14 08:16:02,423][root][INFO] - mean heading_cls_loss: 0.660431 [2020-11-14 08:16:02,423][root][INFO] - mean heading_reg_loss: 0.042658 [2020-11-14 08:16:02,423][root][INFO] - mean loss: 4.140603 [2020-11-14 08:16:02,423][root][INFO] - mean neg_ratio: 0.716443 [2020-11-14 08:16:02,423][root][INFO] - mean obj_acc: 0.950550 [2020-11-14 08:16:02,423][root][INFO] - mean objectness_loss: 0.043403 [2020-11-14 08:16:02,423][root][INFO] - mean pos_ratio: 0.157654 [2020-11-14 08:16:02,423][root][INFO] - mean sem_cls_loss: 0.152786 [2020-11-14 08:16:02,423][root][INFO] - mean size_cls_loss: 0.152912 [2020-11-14 08:16:02,423][root][INFO] - mean size_reg_loss: 0.021291 [2020-11-14 08:16:02,423][root][INFO] - mean vote_loss: 0.200715 [2020-11-14 08:16:15,487][root][INFO] - **** EPOCH 176 **** [2020-11-14 08:16:15,490][root][INFO] - Current learning rate: 0.000001 [2020-11-14 08:16:15,490][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 08:16:15,490][root][INFO] - 2020-11-14 08:16:15.490885 [2020-11-14 08:17:10,216][root][INFO] - ---- batch: 010 ---- [2020-11-14 08:17:10,222][root][INFO] - mean box_loss: 0.180772 [2020-11-14 08:17:10,222][root][INFO] - mean center_loss: 0.033530 [2020-11-14 08:17:10,222][root][INFO] - mean heading_cls_loss: 0.671905 [2020-11-14 08:17:10,222][root][INFO] - mean heading_reg_loss: 0.041495 [2020-11-14 08:17:10,223][root][INFO] - mean loss: 4.258183 [2020-11-14 08:17:10,223][root][INFO] - mean neg_ratio: 0.721313 [2020-11-14 08:17:10,223][root][INFO] - mean obj_acc: 0.947289 [2020-11-14 08:17:10,223][root][INFO] - mean objectness_loss: 0.045116 [2020-11-14 08:17:10,223][root][INFO] - mean pos_ratio: 0.150342 [2020-11-14 08:17:10,223][root][INFO] - mean sem_cls_loss: 0.164767 [2020-11-14 08:17:10,223][root][INFO] - mean size_cls_loss: 0.164881 [2020-11-14 08:17:10,223][root][INFO] - mean size_reg_loss: 0.022069 [2020-11-14 08:17:10,223][root][INFO] - mean vote_loss: 0.206011 [2020-11-14 08:18:02,182][root][INFO] - ---- batch: 020 ---- [2020-11-14 08:18:02,187][root][INFO] - mean box_loss: 0.185119 [2020-11-14 08:18:02,187][root][INFO] - mean center_loss: 0.035697 [2020-11-14 08:18:02,187][root][INFO] - mean heading_cls_loss: 0.685045 [2020-11-14 08:18:02,187][root][INFO] - mean heading_reg_loss: 0.043178 [2020-11-14 08:18:02,187][root][INFO] - mean loss: 4.420895 [2020-11-14 08:18:02,187][root][INFO] - mean neg_ratio: 0.744147 [2020-11-14 08:18:02,187][root][INFO] - mean obj_acc: 0.946385 [2020-11-14 08:18:02,187][root][INFO] - mean objectness_loss: 0.041154 [2020-11-14 08:18:02,187][root][INFO] - mean pos_ratio: 0.136829 [2020-11-14 08:18:02,187][root][INFO] - mean sem_cls_loss: 0.162590 [2020-11-14 08:18:02,187][root][INFO] - mean size_cls_loss: 0.162972 [2020-11-14 08:18:02,187][root][INFO] - mean size_reg_loss: 0.021442 [2020-11-14 08:18:02,187][root][INFO] - mean vote_loss: 0.220135 [2020-11-14 08:18:52,902][root][INFO] - ---- batch: 030 ---- [2020-11-14 08:18:52,907][root][INFO] - mean box_loss: 0.165229 [2020-11-14 08:18:52,907][root][INFO] - mean center_loss: 0.032870 [2020-11-14 08:18:52,907][root][INFO] - mean heading_cls_loss: 0.629323 [2020-11-14 08:18:52,907][root][INFO] - mean heading_reg_loss: 0.036518 [2020-11-14 08:18:52,907][root][INFO] - mean loss: 3.937709 [2020-11-14 08:18:52,907][root][INFO] - mean neg_ratio: 0.709387 [2020-11-14 08:18:52,907][root][INFO] - mean obj_acc: 0.953125 [2020-11-14 08:18:52,907][root][INFO] - mean objectness_loss: 0.042004 [2020-11-14 08:18:52,907][root][INFO] - mean pos_ratio: 0.163153 [2020-11-14 08:18:52,907][root][INFO] - mean sem_cls_loss: 0.153334 [2020-11-14 08:18:52,908][root][INFO] - mean size_cls_loss: 0.153428 [2020-11-14 08:18:52,908][root][INFO] - mean size_reg_loss: 0.017566 [2020-11-14 08:18:52,908][root][INFO] - mean vote_loss: 0.192206 [2020-11-14 08:19:42,810][root][INFO] - ---- batch: 040 ---- [2020-11-14 08:19:42,816][root][INFO] - mean box_loss: 0.178715 [2020-11-14 08:19:42,816][root][INFO] - mean center_loss: 0.028372 [2020-11-14 08:19:42,817][root][INFO] - mean heading_cls_loss: 0.667050 [2020-11-14 08:19:42,817][root][INFO] - mean heading_reg_loss: 0.044248 [2020-11-14 08:19:42,817][root][INFO] - mean loss: 4.180061 [2020-11-14 08:19:42,817][root][INFO] - mean neg_ratio: 0.727234 [2020-11-14 08:19:42,817][root][INFO] - mean obj_acc: 0.950183 [2020-11-14 08:19:42,817][root][INFO] - mean objectness_loss: 0.041588 [2020-11-14 08:19:42,817][root][INFO] - mean pos_ratio: 0.154260 [2020-11-14 08:19:42,817][root][INFO] - mean sem_cls_loss: 0.186695 [2020-11-14 08:19:42,817][root][INFO] - mean size_cls_loss: 0.187007 [2020-11-14 08:19:42,817][root][INFO] - mean size_reg_loss: 0.020689 [2020-11-14 08:19:42,817][root][INFO] - mean vote_loss: 0.199828 [2020-11-14 08:20:33,674][root][INFO] - ---- batch: 050 ---- [2020-11-14 08:20:33,680][root][INFO] - mean box_loss: 0.171841 [2020-11-14 08:20:33,682][root][INFO] - mean center_loss: 0.032950 [2020-11-14 08:20:33,682][root][INFO] - mean heading_cls_loss: 0.633502 [2020-11-14 08:20:33,682][root][INFO] - mean heading_reg_loss: 0.039405 [2020-11-14 08:20:33,682][root][INFO] - mean loss: 4.065371 [2020-11-14 08:20:33,682][root][INFO] - mean neg_ratio: 0.717975 [2020-11-14 08:20:33,682][root][INFO] - mean obj_acc: 0.951322 [2020-11-14 08:20:33,682][root][INFO] - mean objectness_loss: 0.041638 [2020-11-14 08:20:33,682][root][INFO] - mean pos_ratio: 0.154663 [2020-11-14 08:20:33,682][root][INFO] - mean sem_cls_loss: 0.154703 [2020-11-14 08:20:33,682][root][INFO] - mean size_cls_loss: 0.154984 [2020-11-14 08:20:33,682][root][INFO] - mean size_reg_loss: 0.020638 [2020-11-14 08:20:33,682][root][INFO] - mean vote_loss: 0.198407 [2020-11-14 08:21:25,593][root][INFO] - ---- batch: 060 ---- [2020-11-14 08:21:25,598][root][INFO] - mean box_loss: 0.176559 [2020-11-14 08:21:25,598][root][INFO] - mean center_loss: 0.032278 [2020-11-14 08:21:25,599][root][INFO] - mean heading_cls_loss: 0.671100 [2020-11-14 08:21:25,599][root][INFO] - mean heading_reg_loss: 0.038787 [2020-11-14 08:21:25,599][root][INFO] - mean loss: 4.231792 [2020-11-14 08:21:25,599][root][INFO] - mean neg_ratio: 0.723370 [2020-11-14 08:21:25,599][root][INFO] - mean obj_acc: 0.954993 [2020-11-14 08:21:25,599][root][INFO] - mean objectness_loss: 0.040695 [2020-11-14 08:21:25,599][root][INFO] - mean pos_ratio: 0.153668 [2020-11-14 08:21:25,599][root][INFO] - mean sem_cls_loss: 0.170547 [2020-11-14 08:21:25,599][root][INFO] - mean size_cls_loss: 0.170886 [2020-11-14 08:21:25,599][root][INFO] - mean size_reg_loss: 0.021296 [2020-11-14 08:21:25,599][root][INFO] - mean vote_loss: 0.209218 [2020-11-14 08:22:16,898][root][INFO] - ---- batch: 070 ---- [2020-11-14 08:22:16,905][root][INFO] - mean box_loss: 0.180417 [2020-11-14 08:22:16,905][root][INFO] - mean center_loss: 0.033788 [2020-11-14 08:22:16,905][root][INFO] - mean heading_cls_loss: 0.682684 [2020-11-14 08:22:16,905][root][INFO] - mean heading_reg_loss: 0.042750 [2020-11-14 08:22:16,906][root][INFO] - mean loss: 4.259634 [2020-11-14 08:22:16,906][root][INFO] - mean neg_ratio: 0.725989 [2020-11-14 08:22:16,906][root][INFO] - mean obj_acc: 0.948406 [2020-11-14 08:22:16,906][root][INFO] - mean objectness_loss: 0.043399 [2020-11-14 08:22:16,906][root][INFO] - mean pos_ratio: 0.145081 [2020-11-14 08:22:16,906][root][INFO] - mean sem_cls_loss: 0.179767 [2020-11-14 08:22:16,906][root][INFO] - mean size_cls_loss: 0.179978 [2020-11-14 08:22:16,906][root][INFO] - mean size_reg_loss: 0.017613 [2020-11-14 08:22:16,906][root][INFO] - mean vote_loss: 0.205870 [2020-11-14 08:23:06,410][root][INFO] - ---- batch: 080 ---- [2020-11-14 08:23:06,416][root][INFO] - mean box_loss: 0.176400 [2020-11-14 08:23:06,417][root][INFO] - mean center_loss: 0.032601 [2020-11-14 08:23:06,417][root][INFO] - mean heading_cls_loss: 0.657839 [2020-11-14 08:23:06,417][root][INFO] - mean heading_reg_loss: 0.041027 [2020-11-14 08:23:06,417][root][INFO] - mean loss: 4.205335 [2020-11-14 08:23:06,417][root][INFO] - mean neg_ratio: 0.724731 [2020-11-14 08:23:06,417][root][INFO] - mean obj_acc: 0.953709 [2020-11-14 08:23:06,417][root][INFO] - mean objectness_loss: 0.039636 [2020-11-14 08:23:06,417][root][INFO] - mean pos_ratio: 0.146185 [2020-11-14 08:23:06,417][root][INFO] - mean sem_cls_loss: 0.177024 [2020-11-14 08:23:06,417][root][INFO] - mean size_cls_loss: 0.176753 [2020-11-14 08:23:06,417][root][INFO] - mean size_reg_loss: 0.019313 [2020-11-14 08:23:06,417][root][INFO] - mean vote_loss: 0.206613 [2020-11-14 08:23:20,472][root][INFO] - **** EPOCH 177 **** [2020-11-14 08:23:20,474][root][INFO] - Current learning rate: 0.000001 [2020-11-14 08:23:20,474][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 08:23:20,474][root][INFO] - 2020-11-14 08:23:20.474243 [2020-11-14 08:24:16,183][root][INFO] - ---- batch: 010 ---- [2020-11-14 08:24:16,189][root][INFO] - mean box_loss: 0.175749 [2020-11-14 08:24:16,189][root][INFO] - mean center_loss: 0.036642 [2020-11-14 08:24:16,189][root][INFO] - mean heading_cls_loss: 0.608353 [2020-11-14 08:24:16,189][root][INFO] - mean heading_reg_loss: 0.039255 [2020-11-14 08:24:16,189][root][INFO] - mean loss: 3.985077 [2020-11-14 08:24:16,189][root][INFO] - mean neg_ratio: 0.726782 [2020-11-14 08:24:16,189][root][INFO] - mean obj_acc: 0.949708 [2020-11-14 08:24:16,189][root][INFO] - mean objectness_loss: 0.042811 [2020-11-14 08:24:16,189][root][INFO] - mean pos_ratio: 0.156232 [2020-11-14 08:24:16,189][root][INFO] - mean sem_cls_loss: 0.164932 [2020-11-14 08:24:16,189][root][INFO] - mean size_cls_loss: 0.164801 [2020-11-14 08:24:16,189][root][INFO] - mean size_reg_loss: 0.022536 [2020-11-14 08:24:16,189][root][INFO] - mean vote_loss: 0.184860 [2020-11-14 08:25:06,890][root][INFO] - ---- batch: 020 ---- [2020-11-14 08:25:06,896][root][INFO] - mean box_loss: 0.180757 [2020-11-14 08:25:06,896][root][INFO] - mean center_loss: 0.034767 [2020-11-14 08:25:06,896][root][INFO] - mean heading_cls_loss: 0.637072 [2020-11-14 08:25:06,896][root][INFO] - mean heading_reg_loss: 0.045860 [2020-11-14 08:25:06,896][root][INFO] - mean loss: 4.253273 [2020-11-14 08:25:06,896][root][INFO] - mean neg_ratio: 0.724164 [2020-11-14 08:25:06,897][root][INFO] - mean obj_acc: 0.951635 [2020-11-14 08:25:06,897][root][INFO] - mean objectness_loss: 0.040163 [2020-11-14 08:25:06,897][root][INFO] - mean pos_ratio: 0.151923 [2020-11-14 08:25:06,897][root][INFO] - mean sem_cls_loss: 0.165389 [2020-11-14 08:25:06,897][root][INFO] - mean size_cls_loss: 0.165318 [2020-11-14 08:25:06,897][root][INFO] - mean size_reg_loss: 0.019890 [2020-11-14 08:25:06,897][root][INFO] - mean vote_loss: 0.207950 [2020-11-14 08:26:00,010][root][INFO] - ---- batch: 030 ---- [2020-11-14 08:26:00,015][root][INFO] - mean box_loss: 0.176822 [2020-11-14 08:26:00,015][root][INFO] - mean center_loss: 0.033389 [2020-11-14 08:26:00,015][root][INFO] - mean heading_cls_loss: 0.650070 [2020-11-14 08:26:00,015][root][INFO] - mean heading_reg_loss: 0.042247 [2020-11-14 08:26:00,015][root][INFO] - mean loss: 4.304505 [2020-11-14 08:26:00,015][root][INFO] - mean neg_ratio: 0.727979 [2020-11-14 08:26:00,015][root][INFO] - mean obj_acc: 0.948589 [2020-11-14 08:26:00,015][root][INFO] - mean objectness_loss: 0.042997 [2020-11-14 08:26:00,015][root][INFO] - mean pos_ratio: 0.146893 [2020-11-14 08:26:00,015][root][INFO] - mean sem_cls_loss: 0.168713 [2020-11-14 08:26:00,015][root][INFO] - mean size_cls_loss: 0.168688 [2020-11-14 08:26:00,015][root][INFO] - mean size_reg_loss: 0.019310 [2020-11-14 08:26:00,015][root][INFO] - mean vote_loss: 0.215258 [2020-11-14 08:26:51,502][root][INFO] - ---- batch: 040 ---- [2020-11-14 08:26:51,507][root][INFO] - mean box_loss: 0.183903 [2020-11-14 08:26:51,507][root][INFO] - mean center_loss: 0.031486 [2020-11-14 08:26:51,507][root][INFO] - mean heading_cls_loss: 0.687106 [2020-11-14 08:26:51,507][root][INFO] - mean heading_reg_loss: 0.045615 [2020-11-14 08:26:51,507][root][INFO] - mean loss: 4.204731 [2020-11-14 08:26:51,507][root][INFO] - mean neg_ratio: 0.720190 [2020-11-14 08:26:51,507][root][INFO] - mean obj_acc: 0.953435 [2020-11-14 08:26:51,507][root][INFO] - mean objectness_loss: 0.041726 [2020-11-14 08:26:51,507][root][INFO] - mean pos_ratio: 0.156329 [2020-11-14 08:26:51,507][root][INFO] - mean sem_cls_loss: 0.156963 [2020-11-14 08:26:51,507][root][INFO] - mean size_cls_loss: 0.157339 [2020-11-14 08:26:51,507][root][INFO] - mean size_reg_loss: 0.022357 [2020-11-14 08:26:51,507][root][INFO] - mean vote_loss: 0.200011 [2020-11-14 08:27:43,160][root][INFO] - ---- batch: 050 ---- [2020-11-14 08:27:43,167][root][INFO] - mean box_loss: 0.161388 [2020-11-14 08:27:43,167][root][INFO] - mean center_loss: 0.029614 [2020-11-14 08:27:43,167][root][INFO] - mean heading_cls_loss: 0.581308 [2020-11-14 08:27:43,167][root][INFO] - mean heading_reg_loss: 0.037448 [2020-11-14 08:27:43,167][root][INFO] - mean loss: 3.918380 [2020-11-14 08:27:43,167][root][INFO] - mean neg_ratio: 0.738635 [2020-11-14 08:27:43,167][root][INFO] - mean obj_acc: 0.951174 [2020-11-14 08:27:43,167][root][INFO] - mean objectness_loss: 0.039550 [2020-11-14 08:27:43,167][root][INFO] - mean pos_ratio: 0.147723 [2020-11-14 08:27:43,167][root][INFO] - mean sem_cls_loss: 0.163015 [2020-11-14 08:27:43,167][root][INFO] - mean size_cls_loss: 0.162926 [2020-11-14 08:27:43,167][root][INFO] - mean size_reg_loss: 0.019903 [2020-11-14 08:27:43,167][root][INFO] - mean vote_loss: 0.194373 [2020-11-14 08:28:33,975][root][INFO] - ---- batch: 060 ---- [2020-11-14 08:28:33,981][root][INFO] - mean box_loss: 0.187674 [2020-11-14 08:28:33,981][root][INFO] - mean center_loss: 0.034274 [2020-11-14 08:28:33,981][root][INFO] - mean heading_cls_loss: 0.658241 [2020-11-14 08:28:33,981][root][INFO] - mean heading_reg_loss: 0.048154 [2020-11-14 08:28:33,981][root][INFO] - mean loss: 4.350964 [2020-11-14 08:28:33,981][root][INFO] - mean neg_ratio: 0.729358 [2020-11-14 08:28:33,981][root][INFO] - mean obj_acc: 0.953806 [2020-11-14 08:28:33,982][root][INFO] - mean objectness_loss: 0.040692 [2020-11-14 08:28:33,982][root][INFO] - mean pos_ratio: 0.143866 [2020-11-14 08:28:33,982][root][INFO] - mean sem_cls_loss: 0.202844 [2020-11-14 08:28:33,982][root][INFO] - mean size_cls_loss: 0.203738 [2020-11-14 08:28:33,982][root][INFO] - mean size_reg_loss: 0.019048 [2020-11-14 08:28:33,982][root][INFO] - mean vote_loss: 0.206792 [2020-11-14 08:29:23,856][root][INFO] - ---- batch: 070 ---- [2020-11-14 08:29:23,862][root][INFO] - mean box_loss: 0.179664 [2020-11-14 08:29:23,862][root][INFO] - mean center_loss: 0.029113 [2020-11-14 08:29:23,862][root][INFO] - mean heading_cls_loss: 0.701903 [2020-11-14 08:29:23,863][root][INFO] - mean heading_reg_loss: 0.043904 [2020-11-14 08:29:23,863][root][INFO] - mean loss: 4.301641 [2020-11-14 08:29:23,863][root][INFO] - mean neg_ratio: 0.710529 [2020-11-14 08:29:23,863][root][INFO] - mean obj_acc: 0.948931 [2020-11-14 08:29:23,863][root][INFO] - mean objectness_loss: 0.044848 [2020-11-14 08:29:23,863][root][INFO] - mean pos_ratio: 0.156671 [2020-11-14 08:29:23,863][root][INFO] - mean sem_cls_loss: 0.159684 [2020-11-14 08:29:23,863][root][INFO] - mean size_cls_loss: 0.159686 [2020-11-14 08:29:23,863][root][INFO] - mean size_reg_loss: 0.020488 [2020-11-14 08:29:23,863][root][INFO] - mean vote_loss: 0.212108 [2020-11-14 08:30:12,084][root][INFO] - ---- batch: 080 ---- [2020-11-14 08:30:12,091][root][INFO] - mean box_loss: 0.179118 [2020-11-14 08:30:12,091][root][INFO] - mean center_loss: 0.031009 [2020-11-14 08:30:12,091][root][INFO] - mean heading_cls_loss: 0.696210 [2020-11-14 08:30:12,092][root][INFO] - mean heading_reg_loss: 0.039168 [2020-11-14 08:30:12,092][root][INFO] - mean loss: 4.411151 [2020-11-14 08:30:12,092][root][INFO] - mean neg_ratio: 0.728851 [2020-11-14 08:30:12,092][root][INFO] - mean obj_acc: 0.944250 [2020-11-14 08:30:12,092][root][INFO] - mean objectness_loss: 0.045910 [2020-11-14 08:30:12,092][root][INFO] - mean pos_ratio: 0.146466 [2020-11-14 08:30:12,092][root][INFO] - mean sem_cls_loss: 0.188163 [2020-11-14 08:30:12,092][root][INFO] - mean size_cls_loss: 0.188030 [2020-11-14 08:30:12,092][root][INFO] - mean size_reg_loss: 0.020517 [2020-11-14 08:30:12,092][root][INFO] - mean vote_loss: 0.220225 [2020-11-14 08:30:25,448][root][INFO] - **** EPOCH 178 **** [2020-11-14 08:30:25,450][root][INFO] - Current learning rate: 0.000001 [2020-11-14 08:30:25,450][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 08:30:25,450][root][INFO] - 2020-11-14 08:30:25.450867 [2020-11-14 08:31:21,462][root][INFO] - ---- batch: 010 ---- [2020-11-14 08:31:21,468][root][INFO] - mean box_loss: 0.167206 [2020-11-14 08:31:21,468][root][INFO] - mean center_loss: 0.031474 [2020-11-14 08:31:21,468][root][INFO] - mean heading_cls_loss: 0.642570 [2020-11-14 08:31:21,468][root][INFO] - mean heading_reg_loss: 0.036937 [2020-11-14 08:31:21,468][root][INFO] - mean loss: 4.000733 [2020-11-14 08:31:21,468][root][INFO] - mean neg_ratio: 0.719037 [2020-11-14 08:31:21,468][root][INFO] - mean obj_acc: 0.951889 [2020-11-14 08:31:21,468][root][INFO] - mean objectness_loss: 0.042287 [2020-11-14 08:31:21,468][root][INFO] - mean pos_ratio: 0.157001 [2020-11-14 08:31:21,468][root][INFO] - mean sem_cls_loss: 0.159644 [2020-11-14 08:31:21,468][root][INFO] - mean size_cls_loss: 0.159949 [2020-11-14 08:31:21,468][root][INFO] - mean size_reg_loss: 0.018542 [2020-11-14 08:31:21,468][root][INFO] - mean vote_loss: 0.195760 [2020-11-14 08:32:12,106][root][INFO] - ---- batch: 020 ---- [2020-11-14 08:32:12,111][root][INFO] - mean box_loss: 0.178111 [2020-11-14 08:32:12,111][root][INFO] - mean center_loss: 0.031412 [2020-11-14 08:32:12,111][root][INFO] - mean heading_cls_loss: 0.641511 [2020-11-14 08:32:12,112][root][INFO] - mean heading_reg_loss: 0.043175 [2020-11-14 08:32:12,112][root][INFO] - mean loss: 4.171987 [2020-11-14 08:32:12,112][root][INFO] - mean neg_ratio: 0.724652 [2020-11-14 08:32:12,112][root][INFO] - mean obj_acc: 0.943848 [2020-11-14 08:32:12,112][root][INFO] - mean objectness_loss: 0.046224 [2020-11-14 08:32:12,112][root][INFO] - mean pos_ratio: 0.148810 [2020-11-14 08:32:12,112][root][INFO] - mean sem_cls_loss: 0.173290 [2020-11-14 08:32:12,112][root][INFO] - mean size_cls_loss: 0.174004 [2020-11-14 08:32:12,112][root][INFO] - mean size_reg_loss: 0.021972 [2020-11-14 08:32:12,112][root][INFO] - mean vote_loss: 0.198646 [2020-11-14 08:33:03,441][root][INFO] - ---- batch: 030 ---- [2020-11-14 08:33:03,446][root][INFO] - mean box_loss: 0.178454 [2020-11-14 08:33:03,446][root][INFO] - mean center_loss: 0.032648 [2020-11-14 08:33:03,446][root][INFO] - mean heading_cls_loss: 0.658800 [2020-11-14 08:33:03,446][root][INFO] - mean heading_reg_loss: 0.041815 [2020-11-14 08:33:03,446][root][INFO] - mean loss: 4.250124 [2020-11-14 08:33:03,446][root][INFO] - mean neg_ratio: 0.730176 [2020-11-14 08:33:03,446][root][INFO] - mean obj_acc: 0.947433 [2020-11-14 08:33:03,446][root][INFO] - mean objectness_loss: 0.044011 [2020-11-14 08:33:03,446][root][INFO] - mean pos_ratio: 0.149329 [2020-11-14 08:33:03,446][root][INFO] - mean sem_cls_loss: 0.170650 [2020-11-14 08:33:03,446][root][INFO] - mean size_cls_loss: 0.170814 [2020-11-14 08:33:03,446][root][INFO] - mean size_reg_loss: 0.021030 [2020-11-14 08:33:03,446][root][INFO] - mean vote_loss: 0.207488 [2020-11-14 08:33:54,718][root][INFO] - ---- batch: 040 ---- [2020-11-14 08:33:54,723][root][INFO] - mean box_loss: 0.172530 [2020-11-14 08:33:54,723][root][INFO] - mean center_loss: 0.036497 [2020-11-14 08:33:54,723][root][INFO] - mean heading_cls_loss: 0.635155 [2020-11-14 08:33:54,723][root][INFO] - mean heading_reg_loss: 0.036597 [2020-11-14 08:33:54,723][root][INFO] - mean loss: 4.117954 [2020-11-14 08:33:54,723][root][INFO] - mean neg_ratio: 0.731799 [2020-11-14 08:33:54,723][root][INFO] - mean obj_acc: 0.950675 [2020-11-14 08:33:54,723][root][INFO] - mean objectness_loss: 0.041480 [2020-11-14 08:33:54,723][root][INFO] - mean pos_ratio: 0.145575 [2020-11-14 08:33:54,724][root][INFO] - mean sem_cls_loss: 0.140853 [2020-11-14 08:33:54,724][root][INFO] - mean size_cls_loss: 0.141059 [2020-11-14 08:33:54,724][root][INFO] - mean size_reg_loss: 0.021814 [2020-11-14 08:33:54,724][root][INFO] - mean vote_loss: 0.204441 [2020-11-14 08:34:46,707][root][INFO] - ---- batch: 050 ---- [2020-11-14 08:34:46,713][root][INFO] - mean box_loss: 0.171298 [2020-11-14 08:34:46,715][root][INFO] - mean center_loss: 0.029511 [2020-11-14 08:34:46,715][root][INFO] - mean heading_cls_loss: 0.676155 [2020-11-14 08:34:46,715][root][INFO] - mean heading_reg_loss: 0.037441 [2020-11-14 08:34:46,715][root][INFO] - mean loss: 4.098115 [2020-11-14 08:34:46,715][root][INFO] - mean neg_ratio: 0.726233 [2020-11-14 08:34:46,715][root][INFO] - mean obj_acc: 0.950163 [2020-11-14 08:34:46,715][root][INFO] - mean objectness_loss: 0.041339 [2020-11-14 08:34:46,715][root][INFO] - mean pos_ratio: 0.153442 [2020-11-14 08:34:46,715][root][INFO] - mean sem_cls_loss: 0.188295 [2020-11-14 08:34:46,715][root][INFO] - mean size_cls_loss: 0.187902 [2020-11-14 08:34:46,715][root][INFO] - mean size_reg_loss: 0.017939 [2020-11-14 08:34:46,715][root][INFO] - mean vote_loss: 0.199015 [2020-11-14 08:35:38,252][root][INFO] - ---- batch: 060 ---- [2020-11-14 08:35:38,258][root][INFO] - mean box_loss: 0.183256 [2020-11-14 08:35:38,258][root][INFO] - mean center_loss: 0.032845 [2020-11-14 08:35:38,258][root][INFO] - mean heading_cls_loss: 0.671539 [2020-11-14 08:35:38,259][root][INFO] - mean heading_reg_loss: 0.041781 [2020-11-14 08:35:38,259][root][INFO] - mean loss: 4.364340 [2020-11-14 08:35:38,259][root][INFO] - mean neg_ratio: 0.715649 [2020-11-14 08:35:38,259][root][INFO] - mean obj_acc: 0.954419 [2020-11-14 08:35:38,259][root][INFO] - mean objectness_loss: 0.041736 [2020-11-14 08:35:38,259][root][INFO] - mean pos_ratio: 0.157532 [2020-11-14 08:35:38,259][root][INFO] - mean sem_cls_loss: 0.197758 [2020-11-14 08:35:38,259][root][INFO] - mean size_cls_loss: 0.197893 [2020-11-14 08:35:38,259][root][INFO] - mean size_reg_loss: 0.021687 [2020-11-14 08:35:38,259][root][INFO] - mean vote_loss: 0.212534 [2020-11-14 08:36:28,070][root][INFO] - ---- batch: 070 ---- [2020-11-14 08:36:28,076][root][INFO] - mean box_loss: 0.187349 [2020-11-14 08:36:28,077][root][INFO] - mean center_loss: 0.034372 [2020-11-14 08:36:28,077][root][INFO] - mean heading_cls_loss: 0.705183 [2020-11-14 08:36:28,077][root][INFO] - mean heading_reg_loss: 0.042784 [2020-11-14 08:36:28,077][root][INFO] - mean loss: 4.510205 [2020-11-14 08:36:28,077][root][INFO] - mean neg_ratio: 0.722876 [2020-11-14 08:36:28,077][root][INFO] - mean obj_acc: 0.949917 [2020-11-14 08:36:28,077][root][INFO] - mean objectness_loss: 0.043091 [2020-11-14 08:36:28,077][root][INFO] - mean pos_ratio: 0.149908 [2020-11-14 08:36:28,077][root][INFO] - mean sem_cls_loss: 0.168454 [2020-11-14 08:36:28,077][root][INFO] - mean size_cls_loss: 0.168772 [2020-11-14 08:36:28,077][root][INFO] - mean size_reg_loss: 0.022797 [2020-11-14 08:36:28,078][root][INFO] - mean vote_loss: 0.225280 [2020-11-14 08:37:17,072][root][INFO] - ---- batch: 080 ---- [2020-11-14 08:37:17,082][root][INFO] - mean box_loss: 0.173203 [2020-11-14 08:37:17,083][root][INFO] - mean center_loss: 0.031275 [2020-11-14 08:37:17,083][root][INFO] - mean heading_cls_loss: 0.629429 [2020-11-14 08:37:17,083][root][INFO] - mean heading_reg_loss: 0.040427 [2020-11-14 08:37:17,083][root][INFO] - mean loss: 4.213553 [2020-11-14 08:37:17,083][root][INFO] - mean neg_ratio: 0.739319 [2020-11-14 08:37:17,084][root][INFO] - mean obj_acc: 0.944334 [2020-11-14 08:37:17,084][root][INFO] - mean objectness_loss: 0.043246 [2020-11-14 08:37:17,084][root][INFO] - mean pos_ratio: 0.141016 [2020-11-14 08:37:17,084][root][INFO] - mean sem_cls_loss: 0.190932 [2020-11-14 08:37:17,084][root][INFO] - mean size_cls_loss: 0.190705 [2020-11-14 08:37:17,084][root][INFO] - mean size_reg_loss: 0.019488 [2020-11-14 08:37:17,084][root][INFO] - mean vote_loss: 0.207436 [2020-11-14 08:37:30,309][root][INFO] - **** EPOCH 179 **** [2020-11-14 08:37:30,310][root][INFO] - Current learning rate: 0.000001 [2020-11-14 08:37:30,310][root][INFO] - Current BN decay momentum: 0.001953 [2020-11-14 08:37:30,311][root][INFO] - 2020-11-14 08:37:30.311027 [2020-11-14 08:38:26,911][root][INFO] - ---- batch: 010 ---- [2020-11-14 08:38:26,916][root][INFO] - mean box_loss: 0.188672 [2020-11-14 08:38:26,917][root][INFO] - mean center_loss: 0.035066 [2020-11-14 08:38:26,917][root][INFO] - mean heading_cls_loss: 0.669799 [2020-11-14 08:38:26,917][root][INFO] - mean heading_reg_loss: 0.045631 [2020-11-14 08:38:26,917][root][INFO] - mean loss: 4.257397 [2020-11-14 08:38:26,917][root][INFO] - mean neg_ratio: 0.732220 [2020-11-14 08:38:26,917][root][INFO] - mean obj_acc: 0.946340 [2020-11-14 08:38:26,917][root][INFO] - mean objectness_loss: 0.045048 [2020-11-14 08:38:26,917][root][INFO] - mean pos_ratio: 0.146466 [2020-11-14 08:38:26,917][root][INFO] - mean sem_cls_loss: 0.191696 [2020-11-14 08:38:26,917][root][INFO] - mean size_cls_loss: 0.191583 [2020-11-14 08:38:26,917][root][INFO] - mean size_reg_loss: 0.021837 [2020-11-14 08:38:26,917][root][INFO] - mean vote_loss: 0.195374 [2020-11-14 08:39:17,427][root][INFO] - ---- batch: 020 ---- [2020-11-14 08:39:17,432][root][INFO] - mean box_loss: 0.180522 [2020-11-14 08:39:17,432][root][INFO] - mean center_loss: 0.034906 [2020-11-14 08:39:17,432][root][INFO] - mean heading_cls_loss: 0.698194 [2020-11-14 08:39:17,432][root][INFO] - mean heading_reg_loss: 0.038296 [2020-11-14 08:39:17,432][root][INFO] - mean loss: 4.197822 [2020-11-14 08:39:17,432][root][INFO] - mean neg_ratio: 0.725061 [2020-11-14 08:39:17,432][root][INFO] - mean obj_acc: 0.946200 [2020-11-14 08:39:17,432][root][INFO] - mean objectness_loss: 0.044787 [2020-11-14 08:39:17,432][root][INFO] - mean pos_ratio: 0.148962 [2020-11-14 08:39:17,432][root][INFO] - mean sem_cls_loss: 0.180361 [2020-11-14 08:39:17,432][root][INFO] - mean size_cls_loss: 0.180626 [2020-11-14 08:39:17,432][root][INFO] - mean size_reg_loss: 0.019437 [2020-11-14 08:39:17,432][root][INFO] - mean vote_loss: 0.198831 [2020-11-14 08:40:08,461][root][INFO] - ---- batch: 030 ---- [2020-11-14 08:40:08,466][root][INFO] - mean box_loss: 0.165423 [2020-11-14 08:40:08,466][root][INFO] - mean center_loss: 0.030236 [2020-11-14 08:40:08,466][root][INFO] - mean heading_cls_loss: 0.595720 [2020-11-14 08:40:08,466][root][INFO] - mean heading_reg_loss: 0.038701 [2020-11-14 08:40:08,466][root][INFO] - mean loss: 3.949369 [2020-11-14 08:40:08,467][root][INFO] - mean neg_ratio: 0.733557 [2020-11-14 08:40:08,467][root][INFO] - mean obj_acc: 0.954630 [2020-11-14 08:40:08,467][root][INFO] - mean objectness_loss: 0.036622 [2020-11-14 08:40:08,467][root][INFO] - mean pos_ratio: 0.144843 [2020-11-14 08:40:08,467][root][INFO] - mean sem_cls_loss: 0.146014 [2020-11-14 08:40:08,467][root][INFO] - mean size_cls_loss: 0.145921 [2020-11-14 08:40:08,467][root][INFO] - mean size_reg_loss: 0.022321 [2020-11-14 08:40:08,467][root][INFO] - mean vote_loss: 0.196602 [2020-11-14 08:41:00,024][root][INFO] - ---- batch: 040 ---- [2020-11-14 08:41:00,029][root][INFO] - mean box_loss: 0.180373 [2020-11-14 08:41:00,030][root][INFO] - mean center_loss: 0.031725 [2020-11-14 08:41:00,030][root][INFO] - mean heading_cls_loss: 0.653330 [2020-11-14 08:41:00,031][root][INFO] - mean heading_reg_loss: 0.045088 [2020-11-14 08:41:00,031][root][INFO] - mean loss: 4.312387 [2020-11-14 08:41:00,031][root][INFO] - mean neg_ratio: 0.731482 [2020-11-14 08:41:00,031][root][INFO] - mean obj_acc: 0.945516 [2020-11-14 08:41:00,031][root][INFO] - mean objectness_loss: 0.043867 [2020-11-14 08:41:00,031][root][INFO] - mean pos_ratio: 0.143341 [2020-11-14 08:41:00,031][root][INFO] - mean sem_cls_loss: 0.177693 [2020-11-14 08:41:00,031][root][INFO] - mean size_cls_loss: 0.178001 [2020-11-14 08:41:00,031][root][INFO] - mean size_reg_loss: 0.020427 [2020-11-14 08:41:00,031][root][INFO] - mean vote_loss: 0.211163 [2020-11-14 08:41:49,796][root][INFO] - ---- batch: 050 ---- [2020-11-14 08:41:49,801][root][INFO] - mean box_loss: 0.172870 [2020-11-14 08:41:49,801][root][INFO] - mean center_loss: 0.032794 [2020-11-14 08:41:49,802][root][INFO] - mean heading_cls_loss: 0.618790 [2020-11-14 08:41:49,802][root][INFO] - mean heading_reg_loss: 0.043255 [2020-11-14 08:41:49,802][root][INFO] - mean loss: 4.125317 [2020-11-14 08:41:49,802][root][INFO] - mean neg_ratio: 0.727301 [2020-11-14 08:41:49,802][root][INFO] - mean obj_acc: 0.948378 [2020-11-14 08:41:49,802][root][INFO] - mean objectness_loss: 0.041037 [2020-11-14 08:41:49,802][root][INFO] - mean pos_ratio: 0.152527 [2020-11-14 08:41:49,802][root][INFO] - mean sem_cls_loss: 0.152048 [2020-11-14 08:41:49,802][root][INFO] - mean size_cls_loss: 0.151824 [2020-11-14 08:41:49,802][root][INFO] - mean size_reg_loss: 0.019759 [2020-11-14 08:41:49,802][root][INFO] - mean vote_loss: 0.203938 [2020-11-14 08:42:41,753][root][INFO] - ---- batch: 060 ---- [2020-11-14 08:42:41,759][root][INFO] - mean box_loss: 0.174140 [2020-11-14 08:42:41,759][root][INFO] - mean center_loss: 0.032832 [2020-11-14 08:42:41,759][root][INFO] - mean heading_cls_loss: 0.635308 [2020-11-14 08:42:41,759][root][INFO] - mean heading_reg_loss: 0.038636 [2020-11-14 08:42:41,759][root][INFO] - mean loss: 4.171404 [2020-11-14 08:42:41,760][root][INFO] - mean neg_ratio: 0.710199 [2020-11-14 08:42:41,760][root][INFO] - mean obj_acc: 0.953434 [2020-11-14 08:42:41,760][root][INFO] - mean objectness_loss: 0.044153 [2020-11-14 08:42:41,760][root][INFO] - mean pos_ratio: 0.155939 [2020-11-14 08:42:41,760][root][INFO] - mean sem_cls_loss: 0.180444 [2020-11-14 08:42:41,760][root][INFO] - mean size_cls_loss: 0.180533 [2020-11-14 08:42:41,760][root][INFO] - mean size_reg_loss: 0.021088 [2020-11-14 08:42:41,760][root][INFO] - mean vote_loss: 0.202880 [2020-11-14 08:43:32,123][root][INFO] - ---- batch: 070 ---- [2020-11-14 08:43:32,129][root][INFO] - mean box_loss: 0.175254 [2020-11-14 08:43:32,130][root][INFO] - mean center_loss: 0.028937 [2020-11-14 08:43:32,130][root][INFO] - mean heading_cls_loss: 0.668018 [2020-11-14 08:43:32,130][root][INFO] - mean heading_reg_loss: 0.040081 [2020-11-14 08:43:32,130][root][INFO] - mean loss: 4.206356 [2020-11-14 08:43:32,130][root][INFO] - mean neg_ratio: 0.709503 [2020-11-14 08:43:32,131][root][INFO] - mean obj_acc: 0.955625 [2020-11-14 08:43:32,131][root][INFO] - mean objectness_loss: 0.043486 [2020-11-14 08:43:32,131][root][INFO] - mean pos_ratio: 0.164868 [2020-11-14 08:43:32,131][root][INFO] - mean sem_cls_loss: 0.185610 [2020-11-14 08:43:32,131][root][INFO] - mean size_cls_loss: 0.185800 [2020-11-14 08:43:32,131][root][INFO] - mean size_reg_loss: 0.020854 [2020-11-14 08:43:32,131][root][INFO] - mean vote_loss: 0.205078 [2020-11-14 08:44:21,444][root][INFO] - ---- batch: 080 ---- [2020-11-14 08:44:21,450][root][INFO] - mean box_loss: 0.183126 [2020-11-14 08:44:21,452][root][INFO] - mean center_loss: 0.031179 [2020-11-14 08:44:21,452][root][INFO] - mean heading_cls_loss: 0.659849 [2020-11-14 08:44:21,452][root][INFO] - mean heading_reg_loss: 0.044913 [2020-11-14 08:44:21,452][root][INFO] - mean loss: 4.348466 [2020-11-14 08:44:21,452][root][INFO] - mean neg_ratio: 0.732483 [2020-11-14 08:44:21,452][root][INFO] - mean obj_acc: 0.946121 [2020-11-14 08:44:21,452][root][INFO] - mean objectness_loss: 0.045097 [2020-11-14 08:44:21,452][root][INFO] - mean pos_ratio: 0.143781 [2020-11-14 08:44:21,452][root][INFO] - mean sem_cls_loss: 0.187963 [2020-11-14 08:44:21,452][root][INFO] - mean size_cls_loss: 0.188208 [2020-11-14 08:44:21,452][root][INFO] - mean size_reg_loss: 0.022229 [2020-11-14 08:44:21,452][root][INFO] - mean vote_loss: 0.210375 [2020-11-14 08:44:34,055][root][INFO] - Eval batch: 0 [2020-11-14 08:44:35,957][root][INFO] - Eval batch: 10 [2020-11-14 08:44:37,855][root][INFO] - Eval batch: 20 [2020-11-14 08:44:39,594][root][INFO] - Eval batch: 30 [2020-11-14 08:44:41,463][root][INFO] - Eval batch: 40 [2020-11-14 08:44:43,329][root][INFO] - Eval batch: 50 [2020-11-14 08:44:45,209][root][INFO] - Eval batch: 60 [2020-11-14 08:44:46,939][root][INFO] - Eval batch: 70 [2020-11-14 08:44:48,853][root][INFO] - 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eval mean obj_acc: 0.923485 [2020-11-14 09:00:02,907][root][INFO] - eval mean objectness_loss: 0.085905 [2020-11-14 09:00:02,907][root][INFO] - eval mean pos_ratio: 0.159060 [2020-11-14 09:00:02,907][root][INFO] - eval mean sem_cls_loss: 0.468157 [2020-11-14 09:00:02,908][root][INFO] - eval mean size_cls_loss: 0.467293 [2020-11-14 09:00:02,908][root][INFO] - eval mean size_reg_loss: 0.024095 [2020-11-14 09:00:02,909][root][INFO] - eval mean vote_loss: 0.231943 [2020-11-14 09:00:55,908][root][INFO] - eval bed Average Precision: 0.542853 [2020-11-14 09:00:55,909][root][INFO] - eval table Average Precision: 0.183587 [2020-11-14 09:00:55,909][root][INFO] - eval sofa Average Precision: 0.512352 [2020-11-14 09:00:55,909][root][INFO] - eval chair Average Precision: 0.531141 [2020-11-14 09:00:55,909][root][INFO] - eval toilet Average Precision: 0.638215 [2020-11-14 09:00:55,909][root][INFO] - eval desk Average Precision: 0.064954 [2020-11-14 09:00:55,910][root][INFO] - eval dresser Average Precision: 0.131766 [2020-11-14 09:00:55,910][root][INFO] - eval night_stand Average Precision: 0.410623 [2020-11-14 09:00:55,910][root][INFO] - eval bookshelf Average Precision: 0.088056 [2020-11-14 09:00:55,910][root][INFO] - eval bathtub Average Precision: 0.375952 [2020-11-14 09:00:55,910][root][INFO] - eval mAP: 0.347950 [2020-11-14 09:00:55,910][root][INFO] - eval bed Recall: 0.668508 [2020-11-14 09:00:55,910][root][INFO] - eval table Recall: 0.400000 [2020-11-14 09:00:55,910][root][INFO] - eval sofa Recall: 0.663537 [2020-11-14 09:00:55,910][root][INFO] - eval chair Recall: 0.650167 [2020-11-14 09:00:55,911][root][INFO] - eval toilet Recall: 0.748344 [2020-11-14 09:00:55,911][root][INFO] - eval desk Recall: 0.289720 [2020-11-14 09:00:55,911][root][INFO] - eval dresser Recall: 0.384259 [2020-11-14 09:00:55,911][root][INFO] - eval night_stand Recall: 0.610236 [2020-11-14 09:00:55,911][root][INFO] - eval bookshelf Recall: 0.204013 [2020-11-14 09:00:55,911][root][INFO] - eval bathtub Recall: 0.557692 [2020-11-14 09:00:55,911][root][INFO] - eval AR: 0.517648 [2020-11-14 09:00:55,912][root][INFO] - Summary name validation/mAP@0.5 is illegal; using validation/mAP_0.5 instead. [2020-11-14 09:00:57,532][submitit][INFO] - Job completed successfully [2020-11-16 08:22:02,588][root][INFO] - ===> Loading exsiting config file [2020-11-16 08:22:02,600][root][INFO] - ===> Loaded exsiting config file [2020-11-16 08:22:02,605][root][INFO] - net: model: votenet is_train: true backbone: sparseconv weights: /checkpoint/jihou/checkpoint/scannet/pretrain/partition4_4096_100k_simclr/1/weights/checkpoint_100000.pth num_target: 256 vote_factor: 1 cluster_sampling: vote_fps data: dataset: sunrgbd by_scenes: null by_points: null num_points: 20000 num_workers: 8 batch_size: 64 no_height: true use_color: false use_sunrgbd_v2: false overwrite: false dump_results: false voxelization: true voxel_size: 0.025 shuffle_datast: false optimizer: max_epoch: 180 learning_rate: 0.001 lr_decay_steps: - 80 - 120 - 160 lr_decay_rates: - 0.1 - 0.1 - 0.1 weight_decay: 0 bn_decay_step: 20 bn_decay_rate: 0.5 test: use_3d_nms: false use_cls_nms: false use_old_type_nms: false per_class_proposal: false nms_iou: 0.25 conf_thresh: 0.05 faster_eval: False, ap_iou_thresholds: - 0.25 - 0.5 misc: log_dir: /checkpoint/jihou/sunrgbd_det [2020-11-16 08:22:12,127][root][INFO] - training: 5285, testing: 5050 [2020-11-16 08:22:12,128][root][INFO] - train dataloader: 83, test dataloader: 5050 [2020-11-16 08:22:17,426][root][INFO] - -> loaded checkpoint checkpoint.tar (epoch: 180) [2020-11-16 08:22:17,452][submitit][INFO] - Job completed successfully