facebookresearch / votenet

Deep Hough Voting for 3D Object Detection in Point Clouds
MIT License
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Large loss and nan loss #164

Open FeiDao7943 opened 1 year ago

FeiDao7943 commented 1 year ago

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