EPOCH 002
Current learning rate: 0.001000
Current BN decay momentum: 0.500000
2023-03-27 11:14:37.992102
---- batch: 010 ----
mean box_loss: nan
mean center_loss: nan
mean heading_cls_loss: nan
mean heading_reg_loss: nan
mean loss: nan
mean neg_ratio: 0.254590
mean obj_acc: 0.254375
mean objectness_loss: nan
mean pos_ratio: 0.009082
mean sem_cls_loss: nan
mean size_cls_loss: nan
mean size_reg_loss: nan
mean vote_loss: nan
---- batch: 020 ----
mean box_loss: nan
mean center_loss: nan
mean heading_cls_loss: nan
mean heading_reg_loss: nan
mean loss: nan
mean neg_ratio: 0.000000
mean obj_acc: 0.000000
mean objectness_loss: nan
mean pos_ratio: 0.000000
mean sem_cls_loss: nan
mean size_cls_loss: nan
mean size_reg_loss: nan
mean vote_loss: nan
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---- batch: 080 ----
mean box_loss: 36476394887.889046
mean center_loss: 36476394887.495895
mean heading_cls_loss: 0.000000
mean heading_reg_loss: 0.012006
mean loss: 364819971942.011230
mean neg_ratio: 0.742920
mean obj_acc: 0.906894
mean objectness_loss: 0.160109
mean pos_ratio: 0.053662
mean sem_cls_loss: 2.860292
mean size_cls_loss: 2.870165
mean size_reg_loss: 0.136136
mean vote_loss: 5600754.862075
---- batch: 090 ----
mean box_loss: 0.804259
mean center_loss: 0.334334
mean heading_cls_loss: 0.000000
mean heading_reg_loss: 0.020176
mean loss: 25.172875
mean neg_ratio: 0.758154
mean obj_acc: 0.868903
mean objectness_loss: 0.155064
mean pos_ratio: 0.048584
mean sem_cls_loss: 2.875596
mean size_cls_loss: 2.889619
mean size_reg_loss: 0.160787
mean vote_loss: 1.347937
---- batch: 100 ----
mean box_loss: 3856308962287565668352.000000
mean center_loss: 3856308962287565668352.000000
mean heading_cls_loss: 0.000000
mean heading_reg_loss: 0.029361
mean loss: 38563091424330962173952.000000
mean neg_ratio: 0.808154
mean obj_acc: 0.857417
mean objectness_loss: 0.147534
mean pos_ratio: 0.039111
mean sem_cls_loss: 2.843654
mean size_cls_loss: 2.867544
mean size_reg_loss: 0.160195
mean vote_loss: 953150979688.176392
---- batch: 110 ----
mean box_loss: 0.724312
mean center_loss: 0.253483
mean heading_cls_loss: 0.000000
mean heading_reg_loss: 0.024551
mean loss: 22.057832
mean neg_ratio: 0.727441
mean obj_acc: 0.861654
mean objectness_loss: 0.159908
mean pos_ratio: 0.055566
mean sem_cls_loss: 2.833293
mean size_cls_loss: 2.864183
mean size_reg_loss: 0.159860
mean vote_loss: 1.118188
---- batch: 120 ----
mean box_loss: 19054326959700664.000000
mean center_loss: 19054326959700664.000000
mean heading_cls_loss: 0.000000
mean heading_reg_loss: 0.029966
mean loss: 190544650858704576.000000
mean neg_ratio: 0.786963
mean obj_acc: 0.841404
mean objectness_loss: 0.150460
mean pos_ratio: 0.043848
mean sem_cls_loss: 2.877827
mean size_cls_loss: 2.862448
mean size_reg_loss: 0.168548
mean vote_loss: 136601700196.556839
EPOCH 002 Current learning rate: 0.001000 Current BN decay momentum: 0.500000 2023-03-27 11:14:37.992102 ---- batch: 010 ---- mean box_loss: nan mean center_loss: nan mean heading_cls_loss: nan mean heading_reg_loss: nan mean loss: nan mean neg_ratio: 0.254590 mean obj_acc: 0.254375 mean objectness_loss: nan mean pos_ratio: 0.009082 mean sem_cls_loss: nan mean size_cls_loss: nan mean size_reg_loss: nan mean vote_loss: nan ---- batch: 020 ---- mean box_loss: nan mean center_loss: nan mean heading_cls_loss: nan mean heading_reg_loss: nan mean loss: nan mean neg_ratio: 0.000000 mean obj_acc: 0.000000 mean objectness_loss: nan mean pos_ratio: 0.000000 mean sem_cls_loss: nan mean size_cls_loss: nan mean size_reg_loss: nan mean vote_loss: nan
/////////////
---- batch: 080 ---- mean box_loss: 36476394887.889046 mean center_loss: 36476394887.495895 mean heading_cls_loss: 0.000000 mean heading_reg_loss: 0.012006 mean loss: 364819971942.011230 mean neg_ratio: 0.742920 mean obj_acc: 0.906894 mean objectness_loss: 0.160109 mean pos_ratio: 0.053662 mean sem_cls_loss: 2.860292 mean size_cls_loss: 2.870165 mean size_reg_loss: 0.136136 mean vote_loss: 5600754.862075 ---- batch: 090 ---- mean box_loss: 0.804259 mean center_loss: 0.334334 mean heading_cls_loss: 0.000000 mean heading_reg_loss: 0.020176 mean loss: 25.172875 mean neg_ratio: 0.758154 mean obj_acc: 0.868903 mean objectness_loss: 0.155064 mean pos_ratio: 0.048584 mean sem_cls_loss: 2.875596 mean size_cls_loss: 2.889619 mean size_reg_loss: 0.160787 mean vote_loss: 1.347937 ---- batch: 100 ---- mean box_loss: 3856308962287565668352.000000 mean center_loss: 3856308962287565668352.000000 mean heading_cls_loss: 0.000000 mean heading_reg_loss: 0.029361 mean loss: 38563091424330962173952.000000 mean neg_ratio: 0.808154 mean obj_acc: 0.857417 mean objectness_loss: 0.147534 mean pos_ratio: 0.039111 mean sem_cls_loss: 2.843654 mean size_cls_loss: 2.867544 mean size_reg_loss: 0.160195 mean vote_loss: 953150979688.176392 ---- batch: 110 ---- mean box_loss: 0.724312 mean center_loss: 0.253483 mean heading_cls_loss: 0.000000 mean heading_reg_loss: 0.024551 mean loss: 22.057832 mean neg_ratio: 0.727441 mean obj_acc: 0.861654 mean objectness_loss: 0.159908 mean pos_ratio: 0.055566 mean sem_cls_loss: 2.833293 mean size_cls_loss: 2.864183 mean size_reg_loss: 0.159860 mean vote_loss: 1.118188 ---- batch: 120 ---- mean box_loss: 19054326959700664.000000 mean center_loss: 19054326959700664.000000 mean heading_cls_loss: 0.000000 mean heading_reg_loss: 0.029966 mean loss: 190544650858704576.000000 mean neg_ratio: 0.786963 mean obj_acc: 0.841404 mean objectness_loss: 0.150460 mean pos_ratio: 0.043848 mean sem_cls_loss: 2.877827 mean size_cls_loss: 2.862448 mean size_reg_loss: 0.168548 mean vote_loss: 136601700196.556839