Closed lizhen2017 closed 5 years ago
INFO:root:lr 0.001000 lr_epoch_diff [7] lr_iters [13335] INFO:root:Epoch[0] Batch [100] Speed: 7.80 samples/sec RPNAcc=0.988281 RPNLogLoss=0.071539 RPNL1Loss=2.372699 RCNNAcc=0.845026 RCNNLogLoss=0.320474 RCNNL1Loss=1.574007 INFO:root:Epoch[0] Batch [200] Speed: 7.50 samples/sec RPNAcc=0.993937 RPNLogLoss=0.041251 RPNL1Loss=2.218384 RCNNAcc=0.872085 RCNNLogLoss=0.271113 RCNNL1Loss=1.490560 INFO:root:Epoch[0] Batch [300] Speed: 7.72 samples/sec RPNAcc=0.995834 RPNLogLoss=0.030887 RPNL1Loss=2.150958 RCNNAcc=0.886044 RCNNLogLoss=0.246623 RCNNL1Loss=1.404392 INFO:root:Epoch[0] Batch [400] Speed: 7.56 samples/sec RPNAcc=0.996854 RPNLogLoss=0.024903 RPNL1Loss=2.086310 RCNNAcc=0.893343 RCNNLogLoss=0.233799 RCNNL1Loss=1.348432 INFO:root:Epoch[0] Batch [500] Speed: 7.84 samples/sec RPNAcc=0.997482 RPNLogLoss=0.021235 RPNL1Loss=2.029371 RCNNAcc=0.899022 RCNNLogLoss=0.223389 RCNNL1Loss=1.311088 INFO:root:Epoch[0] Batch [600] Speed: 7.69 samples/sec RPNAcc=0.997901 RPNLogLoss=0.018529 RPNL1Loss=1.988166 RCNNAcc=0.901824 RCNNLogLoss=0.218440 RCNNL1Loss=1.277787 INFO:root:Epoch[0] Batch [700] Speed: 7.87 samples/sec RPNAcc=0.998200 RPNLogLoss=0.016539 RPNL1Loss=1.945693 RCNNAcc=0.904222 RCNNLogLoss=0.214395 RCNNL1Loss=1.248572 INFO:root:Epoch[0] Batch [800] Speed: 7.96 samples/sec RPNAcc=0.998425 RPNLogLoss=0.014942 RPNL1Loss=1.918920 RCNNAcc=0.907269 RCNNLogLoss=0.208508 RCNNL1Loss=1.221129 INFO:root:Epoch[0] Batch [900] Speed: 7.70 samples/sec RPNAcc=0.998600 RPNLogLoss=0.013752 RPNL1Loss=1.897482 RCNNAcc=0.909354 RCNNLogLoss=0.204564 RCNNL1Loss=1.201500 INFO:root:Epoch[0] Batch [1000] Speed: 7.31 samples/sec RPNAcc=0.998740 RPNLogLoss=0.012865 RPNL1Loss=2.400173 RCNNAcc=0.910078 RCNNLogLoss=0.203909 RCNNL1Loss=1.184824 INFO:root:Epoch[0] Batch [1100] Speed: 7.26 samples/sec RPNAcc=0.998854 RPNLogLoss=0.012011 RPNL1Loss=3.445381 RCNNAcc=0.911490 RCNNLogLoss=0.200876 RCNNL1Loss=1.166756 INFO:root:Epoch[0] Batch [1200] Speed: 7.05 samples/sec RPNAcc=0.998949 RPNLogLoss=0.011283 RPNL1Loss=5.883636 RCNNAcc=0.912921 RCNNLogLoss=0.198203 RCNNL1Loss=1.147184 INFO:root:Epoch[0] Batch [1300] Speed: 7.40 samples/sec RPNAcc=0.999030 RPNLogLoss=0.010684 RPNL1Loss=6.806103 RCNNAcc=0.914231 RCNNLogLoss=0.195663 RCNNL1Loss=1.131559
The RPNL1Loss became bigger and bigger
INFO:root:lr 0.001000 lr_epoch_diff [7] lr_iters [13335] INFO:root:Epoch[0] Batch [100] Speed: 7.80 samples/sec RPNAcc=0.988281 RPNLogLoss=0.071539 RPNL1Loss=2.372699 RCNNAcc=0.845026 RCNNLogLoss=0.320474 RCNNL1Loss=1.574007 INFO:root:Epoch[0] Batch [200] Speed: 7.50 samples/sec RPNAcc=0.993937 RPNLogLoss=0.041251 RPNL1Loss=2.218384 RCNNAcc=0.872085 RCNNLogLoss=0.271113 RCNNL1Loss=1.490560 INFO:root:Epoch[0] Batch [300] Speed: 7.72 samples/sec RPNAcc=0.995834 RPNLogLoss=0.030887 RPNL1Loss=2.150958 RCNNAcc=0.886044 RCNNLogLoss=0.246623 RCNNL1Loss=1.404392 INFO:root:Epoch[0] Batch [400] Speed: 7.56 samples/sec RPNAcc=0.996854 RPNLogLoss=0.024903 RPNL1Loss=2.086310 RCNNAcc=0.893343 RCNNLogLoss=0.233799 RCNNL1Loss=1.348432 INFO:root:Epoch[0] Batch [500] Speed: 7.84 samples/sec RPNAcc=0.997482 RPNLogLoss=0.021235 RPNL1Loss=2.029371 RCNNAcc=0.899022 RCNNLogLoss=0.223389 RCNNL1Loss=1.311088 INFO:root:Epoch[0] Batch [600] Speed: 7.69 samples/sec RPNAcc=0.997901 RPNLogLoss=0.018529 RPNL1Loss=1.988166 RCNNAcc=0.901824 RCNNLogLoss=0.218440 RCNNL1Loss=1.277787 INFO:root:Epoch[0] Batch [700] Speed: 7.87 samples/sec RPNAcc=0.998200 RPNLogLoss=0.016539 RPNL1Loss=1.945693 RCNNAcc=0.904222 RCNNLogLoss=0.214395 RCNNL1Loss=1.248572 INFO:root:Epoch[0] Batch [800] Speed: 7.96 samples/sec RPNAcc=0.998425 RPNLogLoss=0.014942 RPNL1Loss=1.918920 RCNNAcc=0.907269 RCNNLogLoss=0.208508 RCNNL1Loss=1.221129 INFO:root:Epoch[0] Batch [900] Speed: 7.70 samples/sec RPNAcc=0.998600 RPNLogLoss=0.013752 RPNL1Loss=1.897482 RCNNAcc=0.909354 RCNNLogLoss=0.204564 RCNNL1Loss=1.201500 INFO:root:Epoch[0] Batch [1000] Speed: 7.31 samples/sec RPNAcc=0.998740 RPNLogLoss=0.012865 RPNL1Loss=2.400173 RCNNAcc=0.910078 RCNNLogLoss=0.203909 RCNNL1Loss=1.184824 INFO:root:Epoch[0] Batch [1100] Speed: 7.26 samples/sec RPNAcc=0.998854 RPNLogLoss=0.012011 RPNL1Loss=3.445381 RCNNAcc=0.911490 RCNNLogLoss=0.200876 RCNNL1Loss=1.166756 INFO:root:Epoch[0] Batch [1200] Speed: 7.05 samples/sec RPNAcc=0.998949 RPNLogLoss=0.011283 RPNL1Loss=5.883636 RCNNAcc=0.912921 RCNNLogLoss=0.198203 RCNNL1Loss=1.147184 INFO:root:Epoch[0] Batch [1300] Speed: 7.40 samples/sec RPNAcc=0.999030 RPNLogLoss=0.010684 RPNL1Loss=6.806103 RCNNAcc=0.914231 RCNNLogLoss=0.195663 RCNNL1Loss=1.131559
The RPNL1Loss became bigger and bigger