Namespace(batch_size=8, dataset='coco', disable_hybridization=False, epochs=26, gpus='0,1,2,3,4,5,6,7', log_interval=100, lr=0.01, lr_decay=0.1, lr_decay_epoch='17,23', lr_warmup=1000.0, mixup=False, momentum=0.9, network='resnet50_v1b', no_mixup_epochs=20, norm_layer='bn', num_workers=8, resume='', save_interval=1, save_prefix='faster_rcnn_fpn_bn_resnet50_v1b_coco', seed=233, start_epoch=0, static_alloc=False, use_fpn=True, val_interval=2, verbose=True, wd=0.0001)
Trainable parameters:
odict_keys(['resnetv1b_conv0_weight', 'resnetv1b_syncbatchnorm0_gamma', 'resnetv1b_syncbatchnorm0_beta', 'resnetv1b_layers1_conv0_weight', 'resnetv1b_layers1_syncbatchnorm0_gamma', 'resnetv1b_layers1_syncbatchnorm0_beta', 'resnetv1b_layers1_conv1_weight', 'resnetv1b_layers1_syncbatchnorm1_gamma', 'resnetv1b_layers1_syncbatchnorm1_beta', 'resnetv1b_layers1_conv2_weight', 'resnetv1b_layers1_syncbatchnorm2_gamma', 'resnetv1b_layers1_syncbatchnorm2_beta', 'resnetv1b_down1_conv0_weight', 'resnetv1b_down1_syncbatchnorm0_gamma', 'resnetv1b_down1_syncbatchnorm0_beta', 'resnetv1b_layers1_conv3_weight', 'resnetv1b_layers1_syncbatchnorm3_gamma', 'resnetv1b_layers1_syncbatchnorm3_beta', 'resnetv1b_layers1_conv4_weight', 'resnetv1b_layers1_syncbatchnorm4_gamma', 'resnetv1b_layers1_syncbatchnorm4_beta', 'resnetv1b_layers1_conv5_weight', 'resnetv1b_layers1_syncbatchnorm5_gamma', 'resnetv1b_layers1_syncbatchnorm5_beta', 'resnetv1b_layers1_conv6_weight', 'resnetv1b_layers1_syncbatchnorm6_gamma', 'resnetv1b_layers1_syncbatchnorm6_beta', 'resnetv1b_layers1_conv7_weight', 'resnetv1b_layers1_syncbatchnorm7_gamma', 'resnetv1b_layers1_syncbatchnorm7_beta', 'resnetv1b_layers1_conv8_weight', 'resnetv1b_layers1_syncbatchnorm8_gamma', 'resnetv1b_layers1_syncbatchnorm8_beta', 'P2_conv_lat_weight', 'P2_conv1_bn_gamma', 'P2_conv1_bn_beta', 'resnetv1b_layers2_conv0_weight', 'resnetv1b_layers2_syncbatchnorm0_gamma', 'resnetv1b_layers2_syncbatchnorm0_beta', 'resnetv1b_layers2_conv1_weight', 'resnetv1b_layers2_syncbatchnorm1_gamma', 'resnetv1b_layers2_syncbatchnorm1_beta', 'resnetv1b_layers2_conv2_weight', 'resnetv1b_layers2_syncbatchnorm2_gamma', 'resnetv1b_layers2_syncbatchnorm2_beta', 'resnetv1b_down2_conv0_weight', 'resnetv1b_down2_syncbatchnorm0_gamma', 'resnetv1b_down2_syncbatchnorm0_beta', 'resnetv1b_layers2_conv3_weight', 'resnetv1b_layers2_syncbatchnorm3_gamma', 'resnetv1b_layers2_syncbatchnorm3_beta', 'resnetv1b_layers2_conv4_weight', 'resnetv1b_layers2_syncbatchnorm4_gamma', 'resnetv1b_layers2_syncbatchnorm4_beta', 'resnetv1b_layers2_conv5_weight', 'resnetv1b_layers2_syncbatchnorm5_gamma', 'resnetv1b_layers2_syncbatchnorm5_beta', 'resnetv1b_layers2_conv6_weight', 'resnetv1b_layers2_syncbatchnorm6_gamma', 'resnetv1b_layers2_syncbatchnorm6_beta', 'resnetv1b_layers2_conv7_weight', 'resnetv1b_layers2_syncbatchnorm7_gamma', 'resnetv1b_layers2_syncbatchnorm7_beta', 'resnetv1b_layers2_conv8_weight', 'resnetv1b_layers2_syncbatchnorm8_gamma', 'resnetv1b_layers2_syncbatchnorm8_beta', 'resnetv1b_layers2_conv9_weight', 'resnetv1b_layers2_syncbatchnorm9_gamma', 'resnetv1b_layers2_syncbatchnorm9_beta', 'resnetv1b_layers2_conv10_weight', 'resnetv1b_layers2_syncbatchnorm10_gamma', 'resnetv1b_layers2_syncbatchnorm10_beta', 'resnetv1b_layers2_conv11_weight', 'resnetv1b_layers2_syncbatchnorm11_gamma', 'resnetv1b_layers2_syncbatchnorm11_beta', 'P3_conv_lat_weight', 'P3_conv1_bn_gamma', 'P3_conv1_bn_beta', 'resnetv1b_layers3_conv0_weight', 'resnetv1b_layers3_syncbatchnorm0_gamma', 'resnetv1b_layers3_syncbatchnorm0_beta', 'resnetv1b_layers3_conv1_weight', 'resnetv1b_layers3_syncbatchnorm1_gamma', 'resnetv1b_layers3_syncbatchnorm1_beta', 'resnetv1b_layers3_conv2_weight', 'resnetv1b_layers3_syncbatchnorm2_gamma', 'resnetv1b_layers3_syncbatchnorm2_beta', 'resnetv1b_down3_conv0_weight', 'resnetv1b_down3_syncbatchnorm0_gamma', 'resnetv1b_down3_syncbatchnorm0_beta', 'resnetv1b_layers3_conv3_weight', 'resnetv1b_layers3_syncbatchnorm3_gamma', 'resnetv1b_layers3_syncbatchnorm3_beta', 'resnetv1b_layers3_conv4_weight', 'resnetv1b_layers3_syncbatchnorm4_gamma', 'resnetv1b_layers3_syncbatchnorm4_beta', 'resnetv1b_layers3_conv5_weight', 'resnetv1b_layers3_syncbatchnorm5_gamma', 'resnetv1b_layers3_syncbatchnorm5_beta', 'resnetv1b_layers3_conv6_weight', 'resnetv1b_layers3_syncbatchnorm6_gamma', 'resnetv1b_layers3_syncbatchnorm6_beta', 'resnetv1b_layers3_conv7_weight', 'resnetv1b_layers3_syncbatchnorm7_gamma', 'resnetv1b_layers3_syncbatchnorm7_beta', 'resnetv1b_layers3_conv8_weight', 'resnetv1b_layers3_syncbatchnorm8_gamma', 'resnetv1b_layers3_syncbatchnorm8_beta', 'resnetv1b_layers3_conv9_weight', 'resnetv1b_layers3_syncbatchnorm9_gamma', 'resnetv1b_layers3_syncbatchnorm9_beta', 'resnetv1b_layers3_conv10_weight', 'resnetv1b_layers3_syncbatchnorm10_gamma', 'resnetv1b_layers3_syncbatchnorm10_beta', 'resnetv1b_layers3_conv11_weight', 'resnetv1b_layers3_syncbatchnorm11_gamma', 'resnetv1b_layers3_syncbatchnorm11_beta', 'resnetv1b_layers3_conv12_weight', 'resnetv1b_layers3_syncbatchnorm12_gamma', 'resnetv1b_layers3_syncbatchnorm12_beta', 'resnetv1b_layers3_conv13_weight', 'resnetv1b_layers3_syncbatchnorm13_gamma', 'resnetv1b_layers3_syncbatchnorm13_beta', 'resnetv1b_layers3_conv14_weight', 'resnetv1b_layers3_syncbatchnorm14_gamma', 'resnetv1b_layers3_syncbatchnorm14_beta', 'resnetv1b_layers3_conv15_weight', 'resnetv1b_layers3_syncbatchnorm15_gamma', 'resnetv1b_layers3_syncbatchnorm15_beta', 'resnetv1b_layers3_conv16_weight', 'resnetv1b_layers3_syncbatchnorm16_gamma', 'resnetv1b_layers3_syncbatchnorm16_beta', 'resnetv1b_layers3_conv17_weight', 'resnetv1b_layers3_syncbatchnorm17_gamma', 'resnetv1b_layers3_syncbatchnorm17_beta', 'P4_conv_lat_weight', 'P4_conv1_bn_gamma', 'P4_conv1_bn_beta', 'resnetv1b_layers4_conv0_weight', 'resnetv1b_layers4_syncbatchnorm0_gamma', 'resnetv1b_layers4_syncbatchnorm0_beta', 'resnetv1b_layers4_conv1_weight', 'resnetv1b_layers4_syncbatchnorm1_gamma', 'resnetv1b_layers4_syncbatchnorm1_beta', 'resnetv1b_layers4_conv2_weight', 'resnetv1b_layers4_syncbatchnorm2_gamma', 'resnetv1b_layers4_syncbatchnorm2_beta', 'resnetv1b_down4_conv0_weight', 'resnetv1b_down4_syncbatchnorm0_gamma', 'resnetv1b_down4_syncbatchnorm0_beta', 'resnetv1b_layers4_conv3_weight', 'resnetv1b_layers4_syncbatchnorm3_gamma', 'resnetv1b_layers4_syncbatchnorm3_beta', 'resnetv1b_layers4_conv4_weight', 'resnetv1b_layers4_syncbatchnorm4_gamma', 'resnetv1b_layers4_syncbatchnorm4_beta', 'resnetv1b_layers4_conv5_weight', 'resnetv1b_layers4_syncbatchnorm5_gamma', 'resnetv1b_layers4_syncbatchnorm5_beta', 'resnetv1b_layers4_conv6_weight', 'resnetv1b_layers4_syncbatchnorm6_gamma', 'resnetv1b_layers4_syncbatchnorm6_beta', 'resnetv1b_layers4_conv7_weight', 'resnetv1b_layers4_syncbatchnorm7_gamma', 'resnetv1b_layers4_syncbatchnorm7_beta', 'resnetv1b_layers4_conv8_weight', 'resnetv1b_layers4_syncbatchnorm8_gamma', 'resnetv1b_layers4_syncbatchnorm8_beta', 'P5_conv_lat_weight', 'P5_lat_bn_gamma', 'P5_lat_bn_beta', 'P2_conv1_weight', 'P2_bn_gamma', 'P2_bn_beta', 'P3_conv1_weight', 'P3_bn_gamma', 'P3_bn_beta', 'P4_conv1_weight', 'P4_bn_gamma', 'P4_bn_beta', 'P5_conv1_weight', 'P5_bn_gamma', 'P5_bn_beta', 'P6_conv1_weight', 'P6_pre_bn_gamma', 'P6_pre_bn_beta', 'resnetv1b_syncbatchnorm0_running_mean', 'resnetv1b_syncbatchnorm0_running_var', 'resnetv1b_layers1_syncbatchnorm0_running_mean', 'resnetv1b_layers1_syncbatchnorm0_running_var', 'resnetv1b_layers1_syncbatchnorm1_running_mean', 'resnetv1b_layers1_syncbatchnorm1_running_var', 'resnetv1b_layers1_syncbatchnorm2_running_mean', 'resnetv1b_layers1_syncbatchnorm2_running_var', 'resnetv1b_down1_syncbatchnorm0_running_mean', 'resnetv1b_down1_syncbatchnorm0_running_var', 'resnetv1b_layers1_syncbatchnorm3_running_mean', 'resnetv1b_layers1_syncbatchnorm3_running_var', 'resnetv1b_layers1_syncbatchnorm4_running_mean', 'resnetv1b_layers1_syncbatchnorm4_running_var', 'resnetv1b_layers1_syncbatchnorm5_running_mean', 'resnetv1b_layers1_syncbatchnorm5_running_var', 'resnetv1b_layers1_syncbatchnorm6_running_mean', 'resnetv1b_layers1_syncbatchnorm6_running_var', 'resnetv1b_layers1_syncbatchnorm7_running_mean', 'resnetv1b_layers1_syncbatchnorm7_running_var', 'resnetv1b_layers1_syncbatchnorm8_running_mean', 'resnetv1b_layers1_syncbatchnorm8_running_var', 'resnetv1b_layers2_syncbatchnorm0_running_mean', 'resnetv1b_layers2_syncbatchnorm0_running_var', 'resnetv1b_layers2_syncbatchnorm1_running_mean', 'resnetv1b_layers2_syncbatchnorm1_running_var', 'resnetv1b_layers2_syncbatchnorm2_running_mean', 'resnetv1b_layers2_syncbatchnorm2_running_var', 'resnetv1b_down2_syncbatchnorm0_running_mean', 'resnetv1b_down2_syncbatchnorm0_running_var', 'resnetv1b_layers2_syncbatchnorm3_running_mean', 'resnetv1b_layers2_syncbatchnorm3_running_var', 'resnetv1b_layers2_syncbatchnorm4_running_mean', 'resnetv1b_layers2_syncbatchnorm4_running_var', 'resnetv1b_layers2_syncbatchnorm5_running_mean', 'resnetv1b_layers2_syncbatchnorm5_running_var', 'resnetv1b_layers2_syncbatchnorm6_running_mean', 'resnetv1b_layers2_syncbatchnorm6_running_var', 'resnetv1b_layers2_syncbatchnorm7_running_mean', 'resnetv1b_layers2_syncbatchnorm7_running_var', 'resnetv1b_layers2_syncbatchnorm8_running_mean', 'resnetv1b_layers2_syncbatchnorm8_running_var', 'resnetv1b_layers2_syncbatchnorm9_running_mean', 'resnetv1b_layers2_syncbatchnorm9_running_var', 'resnetv1b_layers2_syncbatchnorm10_running_mean', 'resnetv1b_layers2_syncbatchnorm10_running_var', 'resnetv1b_layers2_syncbatchnorm11_running_mean', 'resnetv1b_layers2_syncbatchnorm11_running_var', 'resnetv1b_layers3_syncbatchnorm0_running_mean', 'resnetv1b_layers3_syncbatchnorm0_running_var', 'resnetv1b_layers3_syncbatchnorm1_running_mean', 'resnetv1b_layers3_syncbatchnorm1_running_var', 'resnetv1b_layers3_syncbatchnorm2_running_mean', 'resnetv1b_layers3_syncbatchnorm2_running_var', 'resnetv1b_down3_syncbatchnorm0_running_mean', 'resnetv1b_down3_syncbatchnorm0_running_var', 'resnetv1b_layers3_syncbatchnorm3_running_mean', 'resnetv1b_layers3_syncbatchnorm3_running_var', 'resnetv1b_layers3_syncbatchnorm4_running_mean', 'resnetv1b_layers3_syncbatchnorm4_running_var', 'resnetv1b_layers3_syncbatchnorm5_running_mean', 'resnetv1b_layers3_syncbatchnorm5_running_var', 'resnetv1b_layers3_syncbatchnorm6_running_mean', 'resnetv1b_layers3_syncbatchnorm6_running_var', 'resnetv1b_layers3_syncbatchnorm7_running_mean', 'resnetv1b_layers3_syncbatchnorm7_running_var', 'resnetv1b_layers3_syncbatchnorm8_running_mean', 'resnetv1b_layers3_syncbatchnorm8_running_var', 'resnetv1b_layers3_syncbatchnorm9_running_mean', 'resnetv1b_layers3_syncbatchnorm9_running_var', 'resnetv1b_layers3_syncbatchnorm10_running_mean', 'resnetv1b_layers3_syncbatchnorm10_running_var', 'resnetv1b_layers3_syncbatchnorm11_running_mean', 'resnetv1b_layers3_syncbatchnorm11_running_var', 'resnetv1b_layers3_syncbatchnorm12_running_mean', 'resnetv1b_layers3_syncbatchnorm12_running_var', 'resnetv1b_layers3_syncbatchnorm13_running_mean', 'resnetv1b_layers3_syncbatchnorm13_running_var', 'resnetv1b_layers3_syncbatchnorm14_running_mean', 'resnetv1b_layers3_syncbatchnorm14_running_var', 'resnetv1b_layers3_syncbatchnorm15_running_mean', 'resnetv1b_layers3_syncbatchnorm15_running_var', 'resnetv1b_layers3_syncbatchnorm16_running_mean', 'resnetv1b_layers3_syncbatchnorm16_running_var', 'resnetv1b_layers3_syncbatchnorm17_running_mean', 'resnetv1b_layers3_syncbatchnorm17_running_var', 'resnetv1b_layers4_syncbatchnorm0_running_mean', 'resnetv1b_layers4_syncbatchnorm0_running_var', 'resnetv1b_layers4_syncbatchnorm1_running_mean', 'resnetv1b_layers4_syncbatchnorm1_running_var', 'resnetv1b_layers4_syncbatchnorm2_running_mean', 'resnetv1b_layers4_syncbatchnorm2_running_var', 'resnetv1b_down4_syncbatchnorm0_running_mean', 'resnetv1b_down4_syncbatchnorm0_running_var', 'resnetv1b_layers4_syncbatchnorm3_running_mean', 'resnetv1b_layers4_syncbatchnorm3_running_var', 'resnetv1b_layers4_syncbatchnorm4_running_mean', 'resnetv1b_layers4_syncbatchnorm4_running_var', 'resnetv1b_layers4_syncbatchnorm5_running_mean', 'resnetv1b_layers4_syncbatchnorm5_running_var', 'resnetv1b_layers4_syncbatchnorm6_running_mean', 'resnetv1b_layers4_syncbatchnorm6_running_var', 'resnetv1b_layers4_syncbatchnorm7_running_mean', 'resnetv1b_layers4_syncbatchnorm7_running_var', 'resnetv1b_layers4_syncbatchnorm8_running_mean', 'resnetv1b_layers4_syncbatchnorm8_running_var', 'conv0_weight', 'conv0_bias', 'syncbatchnorm0_gamma', 'syncbatchnorm0_beta', 'syncbatchnorm0_running_mean', 'syncbatchnorm0_running_var', 'dense0_weight', 'dense0_bias', 'fasterrcnn0_dense0_weight', 'fasterrcnn0_dense0_bias', 'fasterrcnn0_dense1_weight', 'fasterrcnn0_dense1_bias', 'fasterrcnn0_rpn0_rpnanchorgenerator0_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator1_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator2_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator3_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator4_anchor_', 'fasterrcnn0_rpn0_rpnhead0_conv0_weight', 'fasterrcnn0_rpn0_rpnhead0_conv0_bias', 'fasterrcnn0_rpn0_rpnhead0_conv1_weight', 'fasterrcnn0_rpn0_rpnhead0_conv1_bias', 'fasterrcnn0_rpn0_rpnhead0_conv2_weight', 'fasterrcnn0_rpn0_rpnhead0_conv2_bias'])
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.003333333333333333
[Epoch 0][Batch 99], Speed: 5.538 samples/sec, RPN_Conf=0.386,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.430,RCNN_SmoothL1=0.052,RPNAcc=0.877,RPNL1Loss=0.602,RCNNAcc=0.957,RCNNL1Loss=1.559
[Epoch 0 Iteration 100] Set learning rate to 0.004
[Epoch 0][Batch 199], Speed: 6.545 samples/sec, RPN_Conf=0.320,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.395,RCNN_SmoothL1=0.085,RPNAcc=0.881,RPNL1Loss=0.585,RCNNAcc=0.950,RCNNL1Loss=1.884
[Epoch 0 Iteration 200] Set learning rate to 0.004666666666666667
[Epoch 0][Batch 299], Speed: 6.558 samples/sec, RPN_Conf=0.272,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.109,RPNAcc=0.892,RPNL1Loss=0.565,RCNNAcc=0.943,RCNNL1Loss=2.025
[Epoch 0 Iteration 300] Set learning rate to 0.005333333333333333
[Epoch 0][Batch 399], Speed: 6.584 samples/sec, RPN_Conf=0.239,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.128,RPNAcc=0.905,RPNL1Loss=0.557,RCNNAcc=0.937,RCNNL1Loss=2.093
[Epoch 0 Iteration 400] Set learning rate to 0.006
[Epoch 0][Batch 499], Speed: 6.593 samples/sec, RPN_Conf=0.214,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.440,RCNN_SmoothL1=0.144,RPNAcc=0.915,RPNL1Loss=0.544,RCNNAcc=0.931,RCNNL1Loss=2.129
[Epoch 0 Iteration 500] Set learning rate to 0.006666666666666666
[Epoch 0][Batch 599], Speed: 6.641 samples/sec, RPN_Conf=0.196,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.454,RCNN_SmoothL1=0.157,RPNAcc=0.923,RPNL1Loss=0.534,RCNNAcc=0.927,RCNNL1Loss=2.141
[Epoch 0 Iteration 600] Set learning rate to 0.007333333333333333
[Epoch 0][Batch 699], Speed: 6.670 samples/sec, RPN_Conf=0.182,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.463,RCNN_SmoothL1=0.167,RPNAcc=0.929,RPNL1Loss=0.527,RCNNAcc=0.923,RCNNL1Loss=2.141
[Epoch 0 Iteration 700] Set learning rate to 0.008
[Epoch 0][Batch 799], Speed: 6.565 samples/sec, RPN_Conf=0.171,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.472,RCNN_SmoothL1=0.175,RPNAcc=0.933,RPNL1Loss=0.520,RCNNAcc=0.920,RCNNL1Loss=2.138
[Epoch 0 Iteration 800] Set learning rate to 0.008666666666666668
[Epoch 0][Batch 899], Speed: 6.618 samples/sec, RPN_Conf=0.162,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.476,RCNN_SmoothL1=0.181,RPNAcc=0.936,RPNL1Loss=0.513,RCNNAcc=0.918,RCNNL1Loss=2.125
[Epoch 0 Iteration 900] Set learning rate to 0.009333333333333334
[Epoch 0][Batch 999], Speed: 6.481 samples/sec, RPN_Conf=0.154,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.477,RCNN_SmoothL1=0.185,RPNAcc=0.939,RPNL1Loss=0.508,RCNNAcc=0.916,RCNNL1Loss=2.108
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 6.635 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.478,RCNN_SmoothL1=0.188,RPNAcc=0.942,RPNL1Loss=0.503,RCNNAcc=0.914,RCNNL1Loss=2.089
[Epoch 0][Batch 1199], Speed: 6.620 samples/sec, RPN_Conf=0.143,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.480,RCNN_SmoothL1=0.192,RPNAcc=0.944,RPNL1Loss=0.496,RCNNAcc=0.912,RCNNL1Loss=2.066
[Epoch 0][Batch 1299], Speed: 6.620 samples/sec, RPN_Conf=0.139,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.481,RCNN_SmoothL1=0.194,RPNAcc=0.946,RPNL1Loss=0.492,RCNNAcc=0.911,RCNNL1Loss=2.042
[Epoch 0][Batch 1399], Speed: 6.513 samples/sec, RPN_Conf=0.135,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.480,RCNN_SmoothL1=0.196,RPNAcc=0.947,RPNL1Loss=0.489,RCNNAcc=0.909,RCNNL1Loss=2.020
[Epoch 0][Batch 1499], Speed: 6.576 samples/sec, RPN_Conf=0.131,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.477,RCNN_SmoothL1=0.196,RPNAcc=0.949,RPNL1Loss=0.484,RCNNAcc=0.909,RCNNL1Loss=1.996
[Epoch 0][Batch 1599], Speed: 6.573 samples/sec, RPN_Conf=0.128,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.474,RCNN_SmoothL1=0.197,RPNAcc=0.950,RPNL1Loss=0.481,RCNNAcc=0.908,RCNNL1Loss=1.973
[Epoch 0][Batch 1699], Speed: 6.570 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.471,RCNN_SmoothL1=0.197,RPNAcc=0.951,RPNL1Loss=0.478,RCNNAcc=0.908,RCNNL1Loss=1.953
Namespace(batch_size=8, dataset='coco', disable_hybridization=False, epochs=26, gpus='0,1,2,3,4,5,6,7', log_interval=100, lr=0.01, lr_decay=0.1, lr_decay_epoch='17,23', lr_warmup=1000.0, mixup=False, momentum=0.9, network='resnet50_v1b', no_mixup_epochs=20, norm_layer='bn', num_workers=8, resume='', save_interval=1, save_prefix='faster_rcnn_fpn_bn_resnet50_v1b_coco', seed=233, start_epoch=0, static_alloc=False, use_fpn=True, val_interval=2, verbose=True, wd=0.0001)
Trainable parameters:
odict_keys(['resnetv1b_conv0_weight', 'resnetv1b_syncbatchnorm0_gamma', 'resnetv1b_syncbatchnorm0_beta', 'resnetv1b_layers1_conv0_weight', 'resnetv1b_layers1_syncbatchnorm0_gamma', 'resnetv1b_layers1_syncbatchnorm0_beta', 'resnetv1b_layers1_conv1_weight', 'resnetv1b_layers1_syncbatchnorm1_gamma', 'resnetv1b_layers1_syncbatchnorm1_beta', 'resnetv1b_layers1_conv2_weight', 'resnetv1b_layers1_syncbatchnorm2_gamma', 'resnetv1b_layers1_syncbatchnorm2_beta', 'resnetv1b_down1_conv0_weight', 'resnetv1b_down1_syncbatchnorm0_gamma', 'resnetv1b_down1_syncbatchnorm0_beta', 'resnetv1b_layers1_conv3_weight', 'resnetv1b_layers1_syncbatchnorm3_gamma', 'resnetv1b_layers1_syncbatchnorm3_beta', 'resnetv1b_layers1_conv4_weight', 'resnetv1b_layers1_syncbatchnorm4_gamma', 'resnetv1b_layers1_syncbatchnorm4_beta', 'resnetv1b_layers1_conv5_weight', 'resnetv1b_layers1_syncbatchnorm5_gamma', 'resnetv1b_layers1_syncbatchnorm5_beta', 'resnetv1b_layers1_conv6_weight', 'resnetv1b_layers1_syncbatchnorm6_gamma', 'resnetv1b_layers1_syncbatchnorm6_beta', 'resnetv1b_layers1_conv7_weight', 'resnetv1b_layers1_syncbatchnorm7_gamma', 'resnetv1b_layers1_syncbatchnorm7_beta', 'resnetv1b_layers1_conv8_weight', 'resnetv1b_layers1_syncbatchnorm8_gamma', 'resnetv1b_layers1_syncbatchnorm8_beta', 'P2_conv_lat_weight', 'P2_conv1_bn_gamma', 'P2_conv1_bn_beta', 'resnetv1b_layers2_conv0_weight', 'resnetv1b_layers2_syncbatchnorm0_gamma', 'resnetv1b_layers2_syncbatchnorm0_beta', 'resnetv1b_layers2_conv1_weight', 'resnetv1b_layers2_syncbatchnorm1_gamma', 'resnetv1b_layers2_syncbatchnorm1_beta', 'resnetv1b_layers2_conv2_weight', 'resnetv1b_layers2_syncbatchnorm2_gamma', 'resnetv1b_layers2_syncbatchnorm2_beta', 'resnetv1b_down2_conv0_weight', 'resnetv1b_down2_syncbatchnorm0_gamma', 'resnetv1b_down2_syncbatchnorm0_beta', 'resnetv1b_layers2_conv3_weight', 'resnetv1b_layers2_syncbatchnorm3_gamma', 'resnetv1b_layers2_syncbatchnorm3_beta', 'resnetv1b_layers2_conv4_weight', 'resnetv1b_layers2_syncbatchnorm4_gamma', 'resnetv1b_layers2_syncbatchnorm4_beta', 'resnetv1b_layers2_conv5_weight', 'resnetv1b_layers2_syncbatchnorm5_gamma', 'resnetv1b_layers2_syncbatchnorm5_beta', 'resnetv1b_layers2_conv6_weight', 'resnetv1b_layers2_syncbatchnorm6_gamma', 'resnetv1b_layers2_syncbatchnorm6_beta', 'resnetv1b_layers2_conv7_weight', 'resnetv1b_layers2_syncbatchnorm7_gamma', 'resnetv1b_layers2_syncbatchnorm7_beta', 'resnetv1b_layers2_conv8_weight', 'resnetv1b_layers2_syncbatchnorm8_gamma', 'resnetv1b_layers2_syncbatchnorm8_beta', 'resnetv1b_layers2_conv9_weight', 'resnetv1b_layers2_syncbatchnorm9_gamma', 'resnetv1b_layers2_syncbatchnorm9_beta', 'resnetv1b_layers2_conv10_weight', 'resnetv1b_layers2_syncbatchnorm10_gamma', 'resnetv1b_layers2_syncbatchnorm10_beta', 'resnetv1b_layers2_conv11_weight', 'resnetv1b_layers2_syncbatchnorm11_gamma', 'resnetv1b_layers2_syncbatchnorm11_beta', 'P3_conv_lat_weight', 'P3_conv1_bn_gamma', 'P3_conv1_bn_beta', 'resnetv1b_layers3_conv0_weight', 'resnetv1b_layers3_syncbatchnorm0_gamma', 'resnetv1b_layers3_syncbatchnorm0_beta', 'resnetv1b_layers3_conv1_weight', 'resnetv1b_layers3_syncbatchnorm1_gamma', 'resnetv1b_layers3_syncbatchnorm1_beta', 'resnetv1b_layers3_conv2_weight', 'resnetv1b_layers3_syncbatchnorm2_gamma', 'resnetv1b_layers3_syncbatchnorm2_beta', 'resnetv1b_down3_conv0_weight', 'resnetv1b_down3_syncbatchnorm0_gamma', 'resnetv1b_down3_syncbatchnorm0_beta', 'resnetv1b_layers3_conv3_weight', 'resnetv1b_layers3_syncbatchnorm3_gamma', 'resnetv1b_layers3_syncbatchnorm3_beta', 'resnetv1b_layers3_conv4_weight', 'resnetv1b_layers3_syncbatchnorm4_gamma', 'resnetv1b_layers3_syncbatchnorm4_beta', 'resnetv1b_layers3_conv5_weight', 'resnetv1b_layers3_syncbatchnorm5_gamma', 'resnetv1b_layers3_syncbatchnorm5_beta', 'resnetv1b_layers3_conv6_weight', 'resnetv1b_layers3_syncbatchnorm6_gamma', 'resnetv1b_layers3_syncbatchnorm6_beta', 'resnetv1b_layers3_conv7_weight', 'resnetv1b_layers3_syncbatchnorm7_gamma', 'resnetv1b_layers3_syncbatchnorm7_beta', 'resnetv1b_layers3_conv8_weight', 'resnetv1b_layers3_syncbatchnorm8_gamma', 'resnetv1b_layers3_syncbatchnorm8_beta', 'resnetv1b_layers3_conv9_weight', 'resnetv1b_layers3_syncbatchnorm9_gamma', 'resnetv1b_layers3_syncbatchnorm9_beta', 'resnetv1b_layers3_conv10_weight', 'resnetv1b_layers3_syncbatchnorm10_gamma', 'resnetv1b_layers3_syncbatchnorm10_beta', 'resnetv1b_layers3_conv11_weight', 'resnetv1b_layers3_syncbatchnorm11_gamma', 'resnetv1b_layers3_syncbatchnorm11_beta', 'resnetv1b_layers3_conv12_weight', 'resnetv1b_layers3_syncbatchnorm12_gamma', 'resnetv1b_layers3_syncbatchnorm12_beta', 'resnetv1b_layers3_conv13_weight', 'resnetv1b_layers3_syncbatchnorm13_gamma', 'resnetv1b_layers3_syncbatchnorm13_beta', 'resnetv1b_layers3_conv14_weight', 'resnetv1b_layers3_syncbatchnorm14_gamma', 'resnetv1b_layers3_syncbatchnorm14_beta', 'resnetv1b_layers3_conv15_weight', 'resnetv1b_layers3_syncbatchnorm15_gamma', 'resnetv1b_layers3_syncbatchnorm15_beta', 'resnetv1b_layers3_conv16_weight', 'resnetv1b_layers3_syncbatchnorm16_gamma', 'resnetv1b_layers3_syncbatchnorm16_beta', 'resnetv1b_layers3_conv17_weight', 'resnetv1b_layers3_syncbatchnorm17_gamma', 'resnetv1b_layers3_syncbatchnorm17_beta', 'P4_conv_lat_weight', 'P4_conv1_bn_gamma', 'P4_conv1_bn_beta', 'resnetv1b_layers4_conv0_weight', 'resnetv1b_layers4_syncbatchnorm0_gamma', 'resnetv1b_layers4_syncbatchnorm0_beta', 'resnetv1b_layers4_conv1_weight', 'resnetv1b_layers4_syncbatchnorm1_gamma', 'resnetv1b_layers4_syncbatchnorm1_beta', 'resnetv1b_layers4_conv2_weight', 'resnetv1b_layers4_syncbatchnorm2_gamma', 'resnetv1b_layers4_syncbatchnorm2_beta', 'resnetv1b_down4_conv0_weight', 'resnetv1b_down4_syncbatchnorm0_gamma', 'resnetv1b_down4_syncbatchnorm0_beta', 'resnetv1b_layers4_conv3_weight', 'resnetv1b_layers4_syncbatchnorm3_gamma', 'resnetv1b_layers4_syncbatchnorm3_beta', 'resnetv1b_layers4_conv4_weight', 'resnetv1b_layers4_syncbatchnorm4_gamma', 'resnetv1b_layers4_syncbatchnorm4_beta', 'resnetv1b_layers4_conv5_weight', 'resnetv1b_layers4_syncbatchnorm5_gamma', 'resnetv1b_layers4_syncbatchnorm5_beta', 'resnetv1b_layers4_conv6_weight', 'resnetv1b_layers4_syncbatchnorm6_gamma', 'resnetv1b_layers4_syncbatchnorm6_beta', 'resnetv1b_layers4_conv7_weight', 'resnetv1b_layers4_syncbatchnorm7_gamma', 'resnetv1b_layers4_syncbatchnorm7_beta', 'resnetv1b_layers4_conv8_weight', 'resnetv1b_layers4_syncbatchnorm8_gamma', 'resnetv1b_layers4_syncbatchnorm8_beta', 'P5_conv_lat_weight', 'P5_lat_bn_gamma', 'P5_lat_bn_beta', 'P2_conv1_weight', 'P2_bn_gamma', 'P2_bn_beta', 'P3_conv1_weight', 'P3_bn_gamma', 'P3_bn_beta', 'P4_conv1_weight', 'P4_bn_gamma', 'P4_bn_beta', 'P5_conv1_weight', 'P5_bn_gamma', 'P5_bn_beta', 'P6_conv1_weight', 'P6_pre_bn_gamma', 'P6_pre_bn_beta', 'resnetv1b_syncbatchnorm0_running_mean', 'resnetv1b_syncbatchnorm0_running_var', 'resnetv1b_layers1_syncbatchnorm0_running_mean', 'resnetv1b_layers1_syncbatchnorm0_running_var', 'resnetv1b_layers1_syncbatchnorm1_running_mean', 'resnetv1b_layers1_syncbatchnorm1_running_var', 'resnetv1b_layers1_syncbatchnorm2_running_mean', 'resnetv1b_layers1_syncbatchnorm2_running_var', 'resnetv1b_down1_syncbatchnorm0_running_mean', 'resnetv1b_down1_syncbatchnorm0_running_var', 'resnetv1b_layers1_syncbatchnorm3_running_mean', 'resnetv1b_layers1_syncbatchnorm3_running_var', 'resnetv1b_layers1_syncbatchnorm4_running_mean', 'resnetv1b_layers1_syncbatchnorm4_running_var', 'resnetv1b_layers1_syncbatchnorm5_running_mean', 'resnetv1b_layers1_syncbatchnorm5_running_var', 'resnetv1b_layers1_syncbatchnorm6_running_mean', 'resnetv1b_layers1_syncbatchnorm6_running_var', 'resnetv1b_layers1_syncbatchnorm7_running_mean', 'resnetv1b_layers1_syncbatchnorm7_running_var', 'resnetv1b_layers1_syncbatchnorm8_running_mean', 'resnetv1b_layers1_syncbatchnorm8_running_var', 'resnetv1b_layers2_syncbatchnorm0_running_mean', 'resnetv1b_layers2_syncbatchnorm0_running_var', 'resnetv1b_layers2_syncbatchnorm1_running_mean', 'resnetv1b_layers2_syncbatchnorm1_running_var', 'resnetv1b_layers2_syncbatchnorm2_running_mean', 'resnetv1b_layers2_syncbatchnorm2_running_var', 'resnetv1b_down2_syncbatchnorm0_running_mean', 'resnetv1b_down2_syncbatchnorm0_running_var', 'resnetv1b_layers2_syncbatchnorm3_running_mean', 'resnetv1b_layers2_syncbatchnorm3_running_var', 'resnetv1b_layers2_syncbatchnorm4_running_mean', 'resnetv1b_layers2_syncbatchnorm4_running_var', 'resnetv1b_layers2_syncbatchnorm5_running_mean', 'resnetv1b_layers2_syncbatchnorm5_running_var', 'resnetv1b_layers2_syncbatchnorm6_running_mean', 'resnetv1b_layers2_syncbatchnorm6_running_var', 'resnetv1b_layers2_syncbatchnorm7_running_mean', 'resnetv1b_layers2_syncbatchnorm7_running_var', 'resnetv1b_layers2_syncbatchnorm8_running_mean', 'resnetv1b_layers2_syncbatchnorm8_running_var', 'resnetv1b_layers2_syncbatchnorm9_running_mean', 'resnetv1b_layers2_syncbatchnorm9_running_var', 'resnetv1b_layers2_syncbatchnorm10_running_mean', 'resnetv1b_layers2_syncbatchnorm10_running_var', 'resnetv1b_layers2_syncbatchnorm11_running_mean', 'resnetv1b_layers2_syncbatchnorm11_running_var', 'resnetv1b_layers3_syncbatchnorm0_running_mean', 'resnetv1b_layers3_syncbatchnorm0_running_var', 'resnetv1b_layers3_syncbatchnorm1_running_mean', 'resnetv1b_layers3_syncbatchnorm1_running_var', 'resnetv1b_layers3_syncbatchnorm2_running_mean', 'resnetv1b_layers3_syncbatchnorm2_running_var', 'resnetv1b_down3_syncbatchnorm0_running_mean', 'resnetv1b_down3_syncbatchnorm0_running_var', 'resnetv1b_layers3_syncbatchnorm3_running_mean', 'resnetv1b_layers3_syncbatchnorm3_running_var', 'resnetv1b_layers3_syncbatchnorm4_running_mean', 'resnetv1b_layers3_syncbatchnorm4_running_var', 'resnetv1b_layers3_syncbatchnorm5_running_mean', 'resnetv1b_layers3_syncbatchnorm5_running_var', 'resnetv1b_layers3_syncbatchnorm6_running_mean', 'resnetv1b_layers3_syncbatchnorm6_running_var', 'resnetv1b_layers3_syncbatchnorm7_running_mean', 'resnetv1b_layers3_syncbatchnorm7_running_var', 'resnetv1b_layers3_syncbatchnorm8_running_mean', 'resnetv1b_layers3_syncbatchnorm8_running_var', 'resnetv1b_layers3_syncbatchnorm9_running_mean', 'resnetv1b_layers3_syncbatchnorm9_running_var', 'resnetv1b_layers3_syncbatchnorm10_running_mean', 'resnetv1b_layers3_syncbatchnorm10_running_var', 'resnetv1b_layers3_syncbatchnorm11_running_mean', 'resnetv1b_layers3_syncbatchnorm11_running_var', 'resnetv1b_layers3_syncbatchnorm12_running_mean', 'resnetv1b_layers3_syncbatchnorm12_running_var', 'resnetv1b_layers3_syncbatchnorm13_running_mean', 'resnetv1b_layers3_syncbatchnorm13_running_var', 'resnetv1b_layers3_syncbatchnorm14_running_mean', 'resnetv1b_layers3_syncbatchnorm14_running_var', 'resnetv1b_layers3_syncbatchnorm15_running_mean', 'resnetv1b_layers3_syncbatchnorm15_running_var', 'resnetv1b_layers3_syncbatchnorm16_running_mean', 'resnetv1b_layers3_syncbatchnorm16_running_var', 'resnetv1b_layers3_syncbatchnorm17_running_mean', 'resnetv1b_layers3_syncbatchnorm17_running_var', 'resnetv1b_layers4_syncbatchnorm0_running_mean', 'resnetv1b_layers4_syncbatchnorm0_running_var', 'resnetv1b_layers4_syncbatchnorm1_running_mean', 'resnetv1b_layers4_syncbatchnorm1_running_var', 'resnetv1b_layers4_syncbatchnorm2_running_mean', 'resnetv1b_layers4_syncbatchnorm2_running_var', 'resnetv1b_down4_syncbatchnorm0_running_mean', 'resnetv1b_down4_syncbatchnorm0_running_var', 'resnetv1b_layers4_syncbatchnorm3_running_mean', 'resnetv1b_layers4_syncbatchnorm3_running_var', 'resnetv1b_layers4_syncbatchnorm4_running_mean', 'resnetv1b_layers4_syncbatchnorm4_running_var', 'resnetv1b_layers4_syncbatchnorm5_running_mean', 'resnetv1b_layers4_syncbatchnorm5_running_var', 'resnetv1b_layers4_syncbatchnorm6_running_mean', 'resnetv1b_layers4_syncbatchnorm6_running_var', 'resnetv1b_layers4_syncbatchnorm7_running_mean', 'resnetv1b_layers4_syncbatchnorm7_running_var', 'resnetv1b_layers4_syncbatchnorm8_running_mean', 'resnetv1b_layers4_syncbatchnorm8_running_var', 'conv0_weight', 'conv0_bias', 'syncbatchnorm0_gamma', 'syncbatchnorm0_beta', 'syncbatchnorm0_running_mean', 'syncbatchnorm0_running_var', 'dense0_weight', 'dense0_bias', 'fasterrcnn0_dense0_weight', 'fasterrcnn0_dense0_bias', 'fasterrcnn0_dense1_weight', 'fasterrcnn0_dense1_bias', 'fasterrcnn0_rpn0_rpnanchorgenerator0_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator1_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator2_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator3_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator4_anchor_', 'fasterrcnn0_rpn0_rpnhead0_conv0_weight', 'fasterrcnn0_rpn0_rpnhead0_conv0_bias', 'fasterrcnn0_rpn0_rpnhead0_conv1_weight', 'fasterrcnn0_rpn0_rpnhead0_conv1_bias', 'fasterrcnn0_rpn0_rpnhead0_conv2_weight', 'fasterrcnn0_rpn0_rpnhead0_conv2_bias'])
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.003333333333333333
[Epoch 0][Batch 99], Speed: 5.830 samples/sec, RPN_Conf=0.388,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.478,RCNN_SmoothL1=0.053,RPNAcc=0.877,RPNL1Loss=0.605,RCNNAcc=0.956,RCNNL1Loss=1.582
[Epoch 0 Iteration 100] Set learning rate to 0.004
[Epoch 0][Batch 199], Speed: 6.836 samples/sec, RPN_Conf=0.322,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.087,RPNAcc=0.881,RPNL1Loss=0.584,RCNNAcc=0.949,RCNNL1Loss=1.897
[Epoch 0 Iteration 200] Set learning rate to 0.004666666666666667
[Epoch 0][Batch 299], Speed: 6.895 samples/sec, RPN_Conf=0.274,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.434,RCNN_SmoothL1=0.113,RPNAcc=0.892,RPNL1Loss=0.563,RCNNAcc=0.941,RCNNL1Loss=2.045
[Epoch 0 Iteration 300] Set learning rate to 0.005333333333333333
[Epoch 0][Batch 399], Speed: 6.825 samples/sec, RPN_Conf=0.240,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.452,RCNN_SmoothL1=0.134,RPNAcc=0.906,RPNL1Loss=0.554,RCNNAcc=0.935,RCNNL1Loss=2.124
[Epoch 0 Iteration 400] Set learning rate to 0.006
[Epoch 0][Batch 499], Speed: 6.833 samples/sec, RPN_Conf=0.215,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.463,RCNN_SmoothL1=0.149,RPNAcc=0.916,RPNL1Loss=0.544,RCNNAcc=0.930,RCNNL1Loss=2.165
[Epoch 0 Iteration 500] Set learning rate to 0.006666666666666666
[Epoch 0][Batch 599], Speed: 6.819 samples/sec, RPN_Conf=0.197,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.475,RCNN_SmoothL1=0.163,RPNAcc=0.923,RPNL1Loss=0.534,RCNNAcc=0.925,RCNNL1Loss=2.181
[Epoch 0 Iteration 600] Set learning rate to 0.007333333333333333
[Epoch 0][Batch 699], Speed: 6.864 samples/sec, RPN_Conf=0.183,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.485,RCNN_SmoothL1=0.173,RPNAcc=0.928,RPNL1Loss=0.526,RCNNAcc=0.921,RCNNL1Loss=2.183
[Epoch 0 Iteration 700] Set learning rate to 0.008
[Epoch 0][Batch 799], Speed: 6.783 samples/sec, RPN_Conf=0.172,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.493,RCNN_SmoothL1=0.181,RPNAcc=0.933,RPNL1Loss=0.520,RCNNAcc=0.919,RCNNL1Loss=2.182
[Epoch 0 Iteration 800] Set learning rate to 0.008666666666666668
[Epoch 0][Batch 899], Speed: 6.879 samples/sec, RPN_Conf=0.163,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.497,RCNN_SmoothL1=0.187,RPNAcc=0.936,RPNL1Loss=0.512,RCNNAcc=0.916,RCNNL1Loss=2.173
[Epoch 0 Iteration 900] Set learning rate to 0.009333333333333334
[Epoch 0][Batch 999], Speed: 6.840 samples/sec, RPN_Conf=0.155,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.499,RCNN_SmoothL1=0.191,RPNAcc=0.939,RPNL1Loss=0.507,RCNNAcc=0.915,RCNNL1Loss=2.163
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 6.793 samples/sec, RPN_Conf=0.149,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.501,RCNN_SmoothL1=0.195,RPNAcc=0.942,RPNL1Loss=0.503,RCNNAcc=0.913,RCNNL1Loss=2.150
[Epoch 0][Batch 1199], Speed: 6.773 samples/sec, RPN_Conf=0.143,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.503,RCNN_SmoothL1=0.199,RPNAcc=0.944,RPNL1Loss=0.497,RCNNAcc=0.911,RCNNL1Loss=2.136
[Epoch 0][Batch 1299], Speed: 6.736 samples/sec, RPN_Conf=0.139,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.503,RCNN_SmoothL1=0.202,RPNAcc=0.945,RPNL1Loss=0.493,RCNNAcc=0.910,RCNNL1Loss=2.119
[Epoch 0][Batch 1399], Speed: 6.863 samples/sec, RPN_Conf=0.136,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.503,RCNN_SmoothL1=0.204,RPNAcc=0.947,RPNL1Loss=0.490,RCNNAcc=0.909,RCNNL1Loss=2.102
[Epoch 0][Batch 1499], Speed: 6.939 samples/sec, RPN_Conf=0.132,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.501,RCNN_SmoothL1=0.206,RPNAcc=0.948,RPNL1Loss=0.486,RCNNAcc=0.908,RCNNL1Loss=2.082
[Epoch 0][Batch 1599], Speed: 6.695 samples/sec, RPN_Conf=0.128,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.498,RCNN_SmoothL1=0.206,RPNAcc=0.950,RPNL1Loss=0.483,RCNNAcc=0.907,RCNNL1Loss=2.062
[Epoch 0][Batch 1699], Speed: 6.852 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.495,RCNN_SmoothL1=0.207,RPNAcc=0.951,RPNL1Loss=0.479,RCNNAcc=0.906,RCNNL1Loss=2.044
[Epoch 0][Batch 1799], Speed: 6.872 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.492,RCNN_SmoothL1=0.207,RPNAcc=0.952,RPNL1Loss=0.476,RCNNAcc=0.906,RCNNL1Loss=2.024
[Epoch 0][Batch 1899], Speed: 6.877 samples/sec, RPN_Conf=0.120,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.489,RCNN_SmoothL1=0.206,RPNAcc=0.953,RPNL1Loss=0.473,RCNNAcc=0.906,RCNNL1Loss=2.005
[Epoch 0][Batch 1999], Speed: 6.809 samples/sec, RPN_Conf=0.118,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.485,RCNN_SmoothL1=0.206,RPNAcc=0.954,RPNL1Loss=0.471,RCNNAcc=0.905,RCNNL1Loss=1.986
[Epoch 0][Batch 2099], Speed: 6.735 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.482,RCNN_SmoothL1=0.206,RPNAcc=0.955,RPNL1Loss=0.468,RCNNAcc=0.905,RCNNL1Loss=1.968
[Epoch 0][Batch 2199], Speed: 6.814 samples/sec, RPN_Conf=0.114,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.479,RCNN_SmoothL1=0.206,RPNAcc=0.956,RPNL1Loss=0.465,RCNNAcc=0.905,RCNNL1Loss=1.951
[Epoch 0][Batch 2299], Speed: 6.925 samples/sec, RPN_Conf=0.112,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.477,RCNN_SmoothL1=0.206,RPNAcc=0.956,RPNL1Loss=0.463,RCNNAcc=0.904,RCNNL1Loss=1.936
[Epoch 0][Batch 2399], Speed: 6.932 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.473,RCNN_SmoothL1=0.205,RPNAcc=0.957,RPNL1Loss=0.461,RCNNAcc=0.904,RCNNL1Loss=1.920
[Epoch 0][Batch 2499], Speed: 6.900 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.471,RCNN_SmoothL1=0.205,RPNAcc=0.958,RPNL1Loss=0.459,RCNNAcc=0.904,RCNNL1Loss=1.905
[Epoch 0][Batch 2599], Speed: 6.915 samples/sec, RPN_Conf=0.108,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.468,RCNN_SmoothL1=0.204,RPNAcc=0.958,RPNL1Loss=0.457,RCNNAcc=0.904,RCNNL1Loss=1.892
[Epoch 0][Batch 2699], Speed: 6.886 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.465,RCNN_SmoothL1=0.204,RPNAcc=0.959,RPNL1Loss=0.455,RCNNAcc=0.904,RCNNL1Loss=1.877
[Epoch 0][Batch 2799], Speed: 6.801 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.462,RCNN_SmoothL1=0.203,RPNAcc=0.959,RPNL1Loss=0.454,RCNNAcc=0.903,RCNNL1Loss=1.864
[Epoch 0][Batch 2899], Speed: 6.801 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.459,RCNN_SmoothL1=0.203,RPNAcc=0.960,RPNL1Loss=0.451,RCNNAcc=0.903,RCNNL1Loss=1.851
[Epoch 0][Batch 2999], Speed: 6.809 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.456,RCNN_SmoothL1=0.202,RPNAcc=0.960,RPNL1Loss=0.450,RCNNAcc=0.903,RCNNL1Loss=1.839
[Epoch 0][Batch 3099], Speed: 6.916 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.454,RCNN_SmoothL1=0.202,RPNAcc=0.960,RPNL1Loss=0.448,RCNNAcc=0.903,RCNNL1Loss=1.827
[Epoch 0][Batch 3199], Speed: 6.874 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.451,RCNN_SmoothL1=0.202,RPNAcc=0.961,RPNL1Loss=0.446,RCNNAcc=0.903,RCNNL1Loss=1.815
[Epoch 0][Batch 3299], Speed: 6.847 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.449,RCNN_SmoothL1=0.201,RPNAcc=0.961,RPNL1Loss=0.445,RCNNAcc=0.903,RCNNL1Loss=1.803
[Epoch 0][Batch 3399], Speed: 6.791 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.447,RCNN_SmoothL1=0.201,RPNAcc=0.962,RPNL1Loss=0.443,RCNNAcc=0.903,RCNNL1Loss=1.793
[Epoch 0][Batch 3499], Speed: 6.832 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.444,RCNN_SmoothL1=0.200,RPNAcc=0.962,RPNL1Loss=0.441,RCNNAcc=0.903,RCNNL1Loss=1.783
[Epoch 0][Batch 3599], Speed: 6.828 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.442,RCNN_SmoothL1=0.200,RPNAcc=0.962,RPNL1Loss=0.440,RCNNAcc=0.903,RCNNL1Loss=1.773
[Epoch 0][Batch 3699], Speed: 6.785 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.440,RCNN_SmoothL1=0.200,RPNAcc=0.963,RPNL1Loss=0.439,RCNNAcc=0.903,RCNNL1Loss=1.764
[Epoch 0][Batch 3799], Speed: 6.804 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.438,RCNN_SmoothL1=0.199,RPNAcc=0.963,RPNL1Loss=0.437,RCNNAcc=0.903,RCNNL1Loss=1.754
[Epoch 0][Batch 3899], Speed: 6.836 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.435,RCNN_SmoothL1=0.199,RPNAcc=0.963,RPNL1Loss=0.436,RCNNAcc=0.903,RCNNL1Loss=1.745
[Epoch 0][Batch 3999], Speed: 6.983 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.433,RCNN_SmoothL1=0.199,RPNAcc=0.963,RPNL1Loss=0.435,RCNNAcc=0.903,RCNNL1Loss=1.736
[Epoch 0][Batch 4099], Speed: 6.758 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.432,RCNN_SmoothL1=0.198,RPNAcc=0.964,RPNL1Loss=0.434,RCNNAcc=0.903,RCNNL1Loss=1.728
[Epoch 0][Batch 4199], Speed: 6.802 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.430,RCNN_SmoothL1=0.198,RPNAcc=0.964,RPNL1Loss=0.433,RCNNAcc=0.903,RCNNL1Loss=1.720
[Epoch 0][Batch 4299], Speed: 6.787 samples/sec, RPN_Conf=0.092,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.197,RPNAcc=0.964,RPNL1Loss=0.432,RCNNAcc=0.903,RCNNL1Loss=1.713
[Epoch 0][Batch 4399], Speed: 6.850 samples/sec, RPN_Conf=0.092,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.197,RPNAcc=0.964,RPNL1Loss=0.431,RCNNAcc=0.903,RCNNL1Loss=1.705
[Epoch 0][Batch 4499], Speed: 6.823 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.197,RPNAcc=0.965,RPNL1Loss=0.429,RCNNAcc=0.903,RCNNL1Loss=1.697
[Epoch 0][Batch 4599], Speed: 6.875 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.196,RPNAcc=0.965,RPNL1Loss=0.428,RCNNAcc=0.903,RCNNL1Loss=1.690
[Epoch 0][Batch 4699], Speed: 6.875 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.196,RPNAcc=0.965,RPNL1Loss=0.427,RCNNAcc=0.903,RCNNL1Loss=1.682
[Epoch 0][Batch 4799], Speed: 6.826 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.196,RPNAcc=0.965,RPNL1Loss=0.426,RCNNAcc=0.903,RCNNL1Loss=1.675
[Epoch 0][Batch 4899], Speed: 6.915 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.195,RPNAcc=0.965,RPNL1Loss=0.425,RCNNAcc=0.903,RCNNL1Loss=1.668
[Epoch 0][Batch 4999], Speed: 6.866 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.416,RCNN_SmoothL1=0.195,RPNAcc=0.966,RPNL1Loss=0.424,RCNNAcc=0.903,RCNNL1Loss=1.660
[Epoch 0][Batch 5099], Speed: 6.820 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.414,RCNN_SmoothL1=0.194,RPNAcc=0.966,RPNL1Loss=0.423,RCNNAcc=0.903,RCNNL1Loss=1.654
[Epoch 0][Batch 5199], Speed: 6.860 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.413,RCNN_SmoothL1=0.194,RPNAcc=0.966,RPNL1Loss=0.423,RCNNAcc=0.903,RCNNL1Loss=1.648
[Epoch 0][Batch 5299], Speed: 6.915 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.412,RCNN_SmoothL1=0.193,RPNAcc=0.966,RPNL1Loss=0.422,RCNNAcc=0.903,RCNNL1Loss=1.641
[Epoch 0][Batch 5399], Speed: 6.898 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.410,RCNN_SmoothL1=0.193,RPNAcc=0.967,RPNL1Loss=0.421,RCNNAcc=0.903,RCNNL1Loss=1.636
[Epoch 0][Batch 5499], Speed: 6.815 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.192,RPNAcc=0.967,RPNL1Loss=0.420,RCNNAcc=0.903,RCNNL1Loss=1.629
[Epoch 0][Batch 5599], Speed: 6.838 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.407,RCNN_SmoothL1=0.192,RPNAcc=0.967,RPNL1Loss=0.419,RCNNAcc=0.903,RCNNL1Loss=1.623
[Epoch 0][Batch 5699], Speed: 6.837 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.406,RCNN_SmoothL1=0.192,RPNAcc=0.967,RPNL1Loss=0.419,RCNNAcc=0.903,RCNNL1Loss=1.617
[Epoch 0][Batch 5799], Speed: 6.816 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.405,RCNN_SmoothL1=0.191,RPNAcc=0.967,RPNL1Loss=0.418,RCNNAcc=0.903,RCNNL1Loss=1.612
[Epoch 0][Batch 5899], Speed: 6.732 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.404,RCNN_SmoothL1=0.191,RPNAcc=0.967,RPNL1Loss=0.417,RCNNAcc=0.903,RCNNL1Loss=1.606
[Epoch 0][Batch 5999], Speed: 6.831 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.403,RCNN_SmoothL1=0.191,RPNAcc=0.967,RPNL1Loss=0.416,RCNNAcc=0.903,RCNNL1Loss=1.601
[Epoch 0][Batch 6099], Speed: 6.788 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.402,RCNN_SmoothL1=0.190,RPNAcc=0.968,RPNL1Loss=0.415,RCNNAcc=0.903,RCNNL1Loss=1.596
[Epoch 0][Batch 6199], Speed: 6.839 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.401,RCNN_SmoothL1=0.190,RPNAcc=0.968,RPNL1Loss=0.414,RCNNAcc=0.904,RCNNL1Loss=1.591
[Epoch 0][Batch 6299], Speed: 6.760 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.400,RCNN_SmoothL1=0.190,RPNAcc=0.968,RPNL1Loss=0.414,RCNNAcc=0.904,RCNNL1Loss=1.586
[Epoch 0][Batch 6399], Speed: 6.842 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.399,RCNN_SmoothL1=0.189,RPNAcc=0.968,RPNL1Loss=0.413,RCNNAcc=0.904,RCNNL1Loss=1.581
[Epoch 0][Batch 6499], Speed: 6.821 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.398,RCNN_SmoothL1=0.189,RPNAcc=0.968,RPNL1Loss=0.413,RCNNAcc=0.904,RCNNL1Loss=1.576
[Epoch 0][Batch 6599], Speed: 6.899 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.397,RCNN_SmoothL1=0.189,RPNAcc=0.968,RPNL1Loss=0.412,RCNNAcc=0.904,RCNNL1Loss=1.571
[Epoch 0][Batch 6699], Speed: 6.816 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.396,RCNN_SmoothL1=0.189,RPNAcc=0.968,RPNL1Loss=0.411,RCNNAcc=0.904,RCNNL1Loss=1.566
[Epoch 0][Batch 6799], Speed: 6.872 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.395,RCNN_SmoothL1=0.188,RPNAcc=0.969,RPNL1Loss=0.411,RCNNAcc=0.904,RCNNL1Loss=1.562
[Epoch 0][Batch 6899], Speed: 6.872 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.394,RCNN_SmoothL1=0.188,RPNAcc=0.969,RPNL1Loss=0.410,RCNNAcc=0.904,RCNNL1Loss=1.557
[Epoch 0][Batch 6999], Speed: 6.807 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.393,RCNN_SmoothL1=0.188,RPNAcc=0.969,RPNL1Loss=0.409,RCNNAcc=0.904,RCNNL1Loss=1.552
[Epoch 0][Batch 7099], Speed: 6.812 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.392,RCNN_SmoothL1=0.187,RPNAcc=0.969,RPNL1Loss=0.408,RCNNAcc=0.904,RCNNL1Loss=1.548
[Epoch 0][Batch 7199], Speed: 6.845 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.391,RCNN_SmoothL1=0.187,RPNAcc=0.969,RPNL1Loss=0.408,RCNNAcc=0.904,RCNNL1Loss=1.544
[Epoch 0][Batch 7299], Speed: 6.785 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.187,RPNAcc=0.969,RPNL1Loss=0.407,RCNNAcc=0.904,RCNNL1Loss=1.541
[Epoch 0][Batch 7399], Speed: 6.805 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.186,RPNAcc=0.969,RPNL1Loss=0.407,RCNNAcc=0.904,RCNNL1Loss=1.537
[Epoch 0][Batch 7499], Speed: 6.828 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.186,RPNAcc=0.969,RPNL1Loss=0.406,RCNNAcc=0.904,RCNNL1Loss=1.532
[Epoch 0][Batch 7599], Speed: 6.818 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.186,RPNAcc=0.969,RPNL1Loss=0.405,RCNNAcc=0.904,RCNNL1Loss=1.528
[Epoch 0][Batch 7699], Speed: 6.838 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.185,RPNAcc=0.970,RPNL1Loss=0.405,RCNNAcc=0.904,RCNNL1Loss=1.524
[Epoch 0][Batch 7799], Speed: 6.875 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.385,RCNN_SmoothL1=0.185,RPNAcc=0.970,RPNL1Loss=0.404,RCNNAcc=0.904,RCNNL1Loss=1.520
[Epoch 0][Batch 7899], Speed: 6.828 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.384,RCNN_SmoothL1=0.185,RPNAcc=0.970,RPNL1Loss=0.403,RCNNAcc=0.904,RCNNL1Loss=1.517
[Epoch 0][Batch 7999], Speed: 6.851 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.185,RPNAcc=0.970,RPNL1Loss=0.403,RCNNAcc=0.904,RCNNL1Loss=1.513
[Epoch 0][Batch 8099], Speed: 6.802 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.184,RPNAcc=0.970,RPNL1Loss=0.402,RCNNAcc=0.904,RCNNL1Loss=1.509
[Epoch 0][Batch 8199], Speed: 6.842 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.382,RCNN_SmoothL1=0.184,RPNAcc=0.970,RPNL1Loss=0.402,RCNNAcc=0.905,RCNNL1Loss=1.505
[Epoch 0][Batch 8299], Speed: 6.749 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.381,RCNN_SmoothL1=0.184,RPNAcc=0.970,RPNL1Loss=0.401,RCNNAcc=0.905,RCNNL1Loss=1.501
[Epoch 0][Batch 8399], Speed: 6.779 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.380,RCNN_SmoothL1=0.183,RPNAcc=0.970,RPNL1Loss=0.400,RCNNAcc=0.905,RCNNL1Loss=1.498
[Epoch 0][Batch 8499], Speed: 6.876 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.379,RCNN_SmoothL1=0.183,RPNAcc=0.970,RPNL1Loss=0.400,RCNNAcc=0.905,RCNNL1Loss=1.494
[Epoch 0][Batch 8599], Speed: 6.757 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.379,RCNN_SmoothL1=0.183,RPNAcc=0.970,RPNL1Loss=0.399,RCNNAcc=0.905,RCNNL1Loss=1.491
[Epoch 0][Batch 8699], Speed: 6.792 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.378,RCNN_SmoothL1=0.183,RPNAcc=0.970,RPNL1Loss=0.399,RCNNAcc=0.905,RCNNL1Loss=1.488
[Epoch 0][Batch 8799], Speed: 6.829 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.046,RCNN_CrossEntropy=0.377,RCNN_SmoothL1=0.182,RPNAcc=0.970,RPNL1Loss=0.398,RCNNAcc=0.905,RCNNL1Loss=1.485
[Epoch 0][Batch 8899], Speed: 6.836 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.182,RPNAcc=0.971,RPNL1Loss=0.398,RCNNAcc=0.905,RCNNL1Loss=1.481
[Epoch 0][Batch 8999], Speed: 6.768 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.182,RPNAcc=0.971,RPNL1Loss=0.397,RCNNAcc=0.905,RCNNL1Loss=1.478
[Epoch 0][Batch 9099], Speed: 6.866 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.375,RCNN_SmoothL1=0.182,RPNAcc=0.971,RPNL1Loss=0.397,RCNNAcc=0.905,RCNNL1Loss=1.475
[Epoch 0][Batch 9199], Speed: 6.743 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.181,RPNAcc=0.971,RPNL1Loss=0.396,RCNNAcc=0.905,RCNNL1Loss=1.472
[Epoch 0][Batch 9299], Speed: 6.821 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.181,RPNAcc=0.971,RPNL1Loss=0.396,RCNNAcc=0.905,RCNNL1Loss=1.468
[Epoch 0][Batch 9399], Speed: 6.839 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.373,RCNN_SmoothL1=0.181,RPNAcc=0.971,RPNL1Loss=0.395,RCNNAcc=0.905,RCNNL1Loss=1.465
[Epoch 0][Batch 9499], Speed: 6.889 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.372,RCNN_SmoothL1=0.181,RPNAcc=0.971,RPNL1Loss=0.395,RCNNAcc=0.905,RCNNL1Loss=1.462
[Epoch 0][Batch 9599], Speed: 6.717 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.180,RPNAcc=0.971,RPNL1Loss=0.394,RCNNAcc=0.905,RCNNL1Loss=1.459
[Epoch 0][Batch 9699], Speed: 6.833 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.180,RPNAcc=0.971,RPNL1Loss=0.394,RCNNAcc=0.905,RCNNL1Loss=1.457
[Epoch 0][Batch 9799], Speed: 6.770 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.180,RPNAcc=0.971,RPNL1Loss=0.393,RCNNAcc=0.905,RCNNL1Loss=1.454
[Epoch 0][Batch 9899], Speed: 6.864 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.180,RPNAcc=0.971,RPNL1Loss=0.393,RCNNAcc=0.905,RCNNL1Loss=1.451
[Epoch 0][Batch 9999], Speed: 6.798 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.180,RPNAcc=0.971,RPNL1Loss=0.393,RCNNAcc=0.906,RCNNL1Loss=1.448
[Epoch 0][Batch 10099], Speed: 6.835 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.179,RPNAcc=0.971,RPNL1Loss=0.392,RCNNAcc=0.906,RCNNL1Loss=1.445
[Epoch 0][Batch 10199], Speed: 6.698 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.179,RPNAcc=0.972,RPNL1Loss=0.392,RCNNAcc=0.906,RCNNL1Loss=1.443
[Epoch 0][Batch 10299], Speed: 6.855 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.179,RPNAcc=0.972,RPNL1Loss=0.391,RCNNAcc=0.906,RCNNL1Loss=1.440
[Epoch 0][Batch 10399], Speed: 6.799 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.179,RPNAcc=0.972,RPNL1Loss=0.391,RCNNAcc=0.906,RCNNL1Loss=1.437
[Epoch 0][Batch 10499], Speed: 6.909 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.178,RPNAcc=0.972,RPNL1Loss=0.391,RCNNAcc=0.906,RCNNL1Loss=1.435
[Epoch 0][Batch 10599], Speed: 6.887 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.178,RPNAcc=0.972,RPNL1Loss=0.390,RCNNAcc=0.906,RCNNL1Loss=1.432
[Epoch 0][Batch 10699], Speed: 6.895 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.178,RPNAcc=0.972,RPNL1Loss=0.390,RCNNAcc=0.906,RCNNL1Loss=1.429
[Epoch 0][Batch 10799], Speed: 6.893 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.045,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.178,RPNAcc=0.972,RPNL1Loss=0.389,RCNNAcc=0.906,RCNNL1Loss=1.427
[Epoch 0][Batch 10899], Speed: 6.913 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.178,RPNAcc=0.972,RPNL1Loss=0.389,RCNNAcc=0.906,RCNNL1Loss=1.424
[Epoch 0][Batch 10999], Speed: 6.818 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.177,RPNAcc=0.972,RPNL1Loss=0.389,RCNNAcc=0.906,RCNNL1Loss=1.422
[Epoch 0][Batch 11099], Speed: 6.680 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.362,RCNN_SmoothL1=0.177,RPNAcc=0.972,RPNL1Loss=0.388,RCNNAcc=0.906,RCNNL1Loss=1.419
[Epoch 0][Batch 11199], Speed: 6.787 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.362,RCNN_SmoothL1=0.177,RPNAcc=0.972,RPNL1Loss=0.388,RCNNAcc=0.906,RCNNL1Loss=1.417
[Epoch 0][Batch 11299], Speed: 6.788 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.361,RCNN_SmoothL1=0.177,RPNAcc=0.972,RPNL1Loss=0.388,RCNNAcc=0.906,RCNNL1Loss=1.415
[Epoch 0][Batch 11399], Speed: 6.829 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.361,RCNN_SmoothL1=0.177,RPNAcc=0.972,RPNL1Loss=0.387,RCNNAcc=0.906,RCNNL1Loss=1.412
[Epoch 0][Batch 11499], Speed: 6.806 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.360,RCNN_SmoothL1=0.176,RPNAcc=0.972,RPNL1Loss=0.387,RCNNAcc=0.906,RCNNL1Loss=1.410
[Epoch 0][Batch 11599], Speed: 6.877 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.360,RCNN_SmoothL1=0.176,RPNAcc=0.972,RPNL1Loss=0.387,RCNNAcc=0.906,RCNNL1Loss=1.407
[Epoch 0][Batch 11699], Speed: 6.838 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.359,RCNN_SmoothL1=0.176,RPNAcc=0.972,RPNL1Loss=0.386,RCNNAcc=0.906,RCNNL1Loss=1.405
[Epoch 0][Batch 11799], Speed: 6.892 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.359,RCNN_SmoothL1=0.176,RPNAcc=0.972,RPNL1Loss=0.386,RCNNAcc=0.906,RCNNL1Loss=1.402
[Epoch 0][Batch 11899], Speed: 6.810 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.176,RPNAcc=0.973,RPNL1Loss=0.385,RCNNAcc=0.906,RCNNL1Loss=1.400
[Epoch 0][Batch 11999], Speed: 6.834 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.175,RPNAcc=0.973,RPNL1Loss=0.385,RCNNAcc=0.906,RCNNL1Loss=1.398
[Epoch 0][Batch 12099], Speed: 6.821 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.175,RPNAcc=0.973,RPNL1Loss=0.385,RCNNAcc=0.907,RCNNL1Loss=1.396
[Epoch 0][Batch 12199], Speed: 6.920 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.175,RPNAcc=0.973,RPNL1Loss=0.384,RCNNAcc=0.907,RCNNL1Loss=1.394
[Epoch 0][Batch 12299], Speed: 6.836 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.175,RPNAcc=0.973,RPNL1Loss=0.384,RCNNAcc=0.907,RCNNL1Loss=1.391
[Epoch 0][Batch 12399], Speed: 6.760 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.175,RPNAcc=0.973,RPNL1Loss=0.384,RCNNAcc=0.907,RCNNL1Loss=1.389
[Epoch 0][Batch 12499], Speed: 6.789 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.175,RPNAcc=0.973,RPNL1Loss=0.383,RCNNAcc=0.907,RCNNL1Loss=1.387
[Epoch 0][Batch 12599], Speed: 6.903 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.174,RPNAcc=0.973,RPNL1Loss=0.383,RCNNAcc=0.907,RCNNL1Loss=1.385
[Epoch 0][Batch 12699], Speed: 6.859 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.174,RPNAcc=0.973,RPNL1Loss=0.383,RCNNAcc=0.907,RCNNL1Loss=1.383
[Epoch 0][Batch 12799], Speed: 6.913 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.174,RPNAcc=0.973,RPNL1Loss=0.382,RCNNAcc=0.907,RCNNL1Loss=1.381
[Epoch 0][Batch 12899], Speed: 6.730 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.174,RPNAcc=0.973,RPNL1Loss=0.382,RCNNAcc=0.907,RCNNL1Loss=1.379
[Epoch 0][Batch 12999], Speed: 6.861 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.353,RCNN_SmoothL1=0.174,RPNAcc=0.973,RPNL1Loss=0.382,RCNNAcc=0.907,RCNNL1Loss=1.377
[Epoch 0][Batch 13099], Speed: 6.796 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.353,RCNN_SmoothL1=0.174,RPNAcc=0.973,RPNL1Loss=0.381,RCNNAcc=0.907,RCNNL1Loss=1.376
[Epoch 0][Batch 13199], Speed: 6.833 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.352,RCNN_SmoothL1=0.173,RPNAcc=0.973,RPNL1Loss=0.381,RCNNAcc=0.907,RCNNL1Loss=1.374
[Epoch 0][Batch 13299], Speed: 6.903 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.352,RCNN_SmoothL1=0.173,RPNAcc=0.973,RPNL1Loss=0.381,RCNNAcc=0.907,RCNNL1Loss=1.372
[Epoch 0][Batch 13399], Speed: 6.844 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.351,RCNN_SmoothL1=0.173,RPNAcc=0.973,RPNL1Loss=0.380,RCNNAcc=0.907,RCNNL1Loss=1.370
[Epoch 0][Batch 13499], Speed: 6.836 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.351,RCNN_SmoothL1=0.173,RPNAcc=0.973,RPNL1Loss=0.380,RCNNAcc=0.907,RCNNL1Loss=1.368
[Epoch 0][Batch 13599], Speed: 6.834 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.350,RCNN_SmoothL1=0.173,RPNAcc=0.973,RPNL1Loss=0.380,RCNNAcc=0.907,RCNNL1Loss=1.367
[Epoch 0][Batch 13699], Speed: 6.854 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.350,RCNN_SmoothL1=0.173,RPNAcc=0.973,RPNL1Loss=0.380,RCNNAcc=0.907,RCNNL1Loss=1.365
[Epoch 0][Batch 13799], Speed: 6.858 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.350,RCNN_SmoothL1=0.172,RPNAcc=0.973,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.363
[Epoch 0][Batch 13899], Speed: 6.790 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.349,RCNN_SmoothL1=0.172,RPNAcc=0.973,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.361
[Epoch 0][Batch 13999], Speed: 6.856 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.349,RCNN_SmoothL1=0.172,RPNAcc=0.973,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.359
[Epoch 0][Batch 14099], Speed: 6.836 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.349,RCNN_SmoothL1=0.172,RPNAcc=0.973,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.358
[Epoch 0][Batch 14199], Speed: 6.840 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.172,RPNAcc=0.974,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.356
[Epoch 0][Batch 14299], Speed: 6.944 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.172,RPNAcc=0.974,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.355
[Epoch 0][Batch 14399], Speed: 6.901 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.172,RPNAcc=0.974,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.353
[Epoch 0][Batch 14499], Speed: 6.853 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.171,RPNAcc=0.974,RPNL1Loss=0.378,RCNNAcc=0.908,RCNNL1Loss=1.351
[Epoch 0][Batch 14599], Speed: 6.812 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.171,RPNAcc=0.974,RPNL1Loss=0.377,RCNNAcc=0.908,RCNNL1Loss=1.350
[Epoch 0] Training cost: 17180.201, RPN_Conf=0.068,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.171
[Epoch 0] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0000_0.0000.params
[Epoch 1][Batch 99], Speed: 6.463 samples/sec, RPN_Conf=0.053,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.153,RPNAcc=0.974,RPNL1Loss=0.377,RCNNAcc=0.908,RCNNL1Loss=1.347
[Epoch 1][Batch 199], Speed: 6.742 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.152,RPNAcc=0.974,RPNL1Loss=0.376,RCNNAcc=0.908,RCNNL1Loss=1.345
[Epoch 1][Batch 299], Speed: 6.818 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.151,RPNAcc=0.974,RPNL1Loss=0.376,RCNNAcc=0.908,RCNNL1Loss=1.344
[Epoch 1][Batch 399], Speed: 6.754 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.150,RPNAcc=0.974,RPNL1Loss=0.376,RCNNAcc=0.908,RCNNL1Loss=1.342
[Epoch 1][Batch 499], Speed: 6.839 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.148,RPNAcc=0.974,RPNL1Loss=0.376,RCNNAcc=0.908,RCNNL1Loss=1.340
[Epoch 1][Batch 599], Speed: 6.880 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.147,RPNAcc=0.974,RPNL1Loss=0.375,RCNNAcc=0.908,RCNNL1Loss=1.339
[Epoch 1][Batch 699], Speed: 6.756 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.148,RPNAcc=0.974,RPNL1Loss=0.375,RCNNAcc=0.908,RCNNL1Loss=1.337
[Epoch 1][Batch 799], Speed: 6.760 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.148,RPNAcc=0.974,RPNL1Loss=0.375,RCNNAcc=0.908,RCNNL1Loss=1.336
[Epoch 1][Batch 899], Speed: 6.756 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.149,RPNAcc=0.974,RPNL1Loss=0.374,RCNNAcc=0.908,RCNNL1Loss=1.334
[Epoch 1][Batch 999], Speed: 6.858 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.149,RPNAcc=0.974,RPNL1Loss=0.374,RCNNAcc=0.908,RCNNL1Loss=1.332
[Epoch 1][Batch 1099], Speed: 6.812 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.148,RPNAcc=0.974,RPNL1Loss=0.374,RCNNAcc=0.908,RCNNL1Loss=1.331
[Epoch 1][Batch 1199], Speed: 6.842 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.149,RPNAcc=0.974,RPNL1Loss=0.374,RCNNAcc=0.908,RCNNL1Loss=1.329
[Epoch 1][Batch 1299], Speed: 6.787 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.148,RPNAcc=0.974,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.328
[Epoch 1][Batch 1399], Speed: 6.807 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.149,RPNAcc=0.974,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.327
[Epoch 1][Batch 1499], Speed: 6.789 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.149,RPNAcc=0.974,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.325
[Epoch 1][Batch 1599], Speed: 6.831 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.149,RPNAcc=0.974,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.324
[Epoch 1][Batch 1699], Speed: 6.798 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.149,RPNAcc=0.974,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.322
[Epoch 1][Batch 1799], Speed: 6.885 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.149,RPNAcc=0.974,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.321
[Epoch 1][Batch 1899], Speed: 6.787 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.148,RPNAcc=0.974,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.319
[Epoch 1][Batch 1999], Speed: 6.807 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.148,RPNAcc=0.975,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.318
[Epoch 1][Batch 2099], Speed: 6.713 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.148,RPNAcc=0.975,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.316
[Epoch 1][Batch 2199], Speed: 6.752 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.148,RPNAcc=0.975,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.315
[Epoch 1][Batch 2299], Speed: 6.808 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.148,RPNAcc=0.975,RPNL1Loss=0.371,RCNNAcc=0.909,RCNNL1Loss=1.313
[Epoch 1][Batch 2399], Speed: 6.749 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.148,RPNAcc=0.975,RPNL1Loss=0.370,RCNNAcc=0.909,RCNNL1Loss=1.312
[Epoch 1][Batch 2499], Speed: 6.850 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.370,RCNNAcc=0.909,RCNNL1Loss=1.311
[Epoch 1][Batch 2599], Speed: 6.868 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.370,RCNNAcc=0.909,RCNNL1Loss=1.309
[Epoch 1][Batch 2699], Speed: 6.810 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.370,RCNNAcc=0.909,RCNNL1Loss=1.308
[Epoch 1][Batch 2799], Speed: 6.795 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.369,RCNNAcc=0.909,RCNNL1Loss=1.306
[Epoch 1][Batch 2899], Speed: 6.779 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.369,RCNNAcc=0.909,RCNNL1Loss=1.305
[Epoch 1][Batch 2999], Speed: 6.897 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.369,RCNNAcc=0.909,RCNNL1Loss=1.303
[Epoch 1][Batch 3099], Speed: 6.824 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.369,RCNNAcc=0.909,RCNNL1Loss=1.302
[Epoch 1][Batch 3199], Speed: 6.806 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.368,RCNNAcc=0.909,RCNNL1Loss=1.301
[Epoch 1][Batch 3299], Speed: 6.784 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.368,RCNNAcc=0.909,RCNNL1Loss=1.300
[Epoch 1][Batch 3399], Speed: 6.794 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.368,RCNNAcc=0.909,RCNNL1Loss=1.298
[Epoch 1][Batch 3499], Speed: 6.806 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.368,RCNNAcc=0.909,RCNNL1Loss=1.297
[Epoch 1][Batch 3599], Speed: 6.769 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.368,RCNNAcc=0.909,RCNNL1Loss=1.296
[Epoch 1][Batch 3699], Speed: 6.826 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.295
[Epoch 1][Batch 3799], Speed: 6.822 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.294
[Epoch 1][Batch 3899], Speed: 6.882 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.292
[Epoch 1][Batch 3999], Speed: 6.751 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.291
[Epoch 1][Batch 4099], Speed: 6.778 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.290
[Epoch 1][Batch 4199], Speed: 6.932 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.289
[Epoch 1][Batch 4299], Speed: 6.872 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.288
[Epoch 1][Batch 4399], Speed: 6.776 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.147,RPNAcc=0.975,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.286
[Epoch 1][Batch 4499], Speed: 6.847 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.285
[Epoch 1][Batch 4599], Speed: 6.873 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.284
[Epoch 1][Batch 4699], Speed: 6.823 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.283
[Epoch 1][Batch 4799], Speed: 6.822 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.365,RCNNAcc=0.910,RCNNL1Loss=1.282
[Epoch 1][Batch 4899], Speed: 6.889 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.365,RCNNAcc=0.910,RCNNL1Loss=1.281
[Epoch 1][Batch 4999], Speed: 6.799 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.365,RCNNAcc=0.910,RCNNL1Loss=1.280
[Epoch 1][Batch 5099], Speed: 6.836 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.364,RCNNAcc=0.910,RCNNL1Loss=1.278
[Epoch 1][Batch 5199], Speed: 6.728 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.364,RCNNAcc=0.910,RCNNL1Loss=1.277
[Epoch 1][Batch 5299], Speed: 6.788 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.975,RPNL1Loss=0.364,RCNNAcc=0.910,RCNNL1Loss=1.276
[Epoch 1][Batch 5399], Speed: 6.857 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.364,RCNNAcc=0.910,RCNNL1Loss=1.275
[Epoch 1][Batch 5499], Speed: 6.792 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.363,RCNNAcc=0.910,RCNNL1Loss=1.274
[Epoch 1][Batch 5599], Speed: 6.793 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.363,RCNNAcc=0.910,RCNNL1Loss=1.273
[Epoch 1][Batch 5699], Speed: 6.799 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.363,RCNNAcc=0.910,RCNNL1Loss=1.272
[Epoch 1][Batch 5799], Speed: 6.832 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.363,RCNNAcc=0.910,RCNNL1Loss=1.271
[Epoch 1][Batch 5899], Speed: 6.881 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.363,RCNNAcc=0.910,RCNNL1Loss=1.270
[Epoch 1][Batch 5999], Speed: 6.888 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.362,RCNNAcc=0.910,RCNNL1Loss=1.269
[Epoch 1][Batch 6099], Speed: 6.830 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.362,RCNNAcc=0.910,RCNNL1Loss=1.268
[Epoch 1][Batch 6199], Speed: 6.943 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.362,RCNNAcc=0.910,RCNNL1Loss=1.267
[Epoch 1][Batch 6299], Speed: 6.926 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.362,RCNNAcc=0.910,RCNNL1Loss=1.266
[Epoch 1][Batch 6399], Speed: 6.857 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.146,RPNAcc=0.976,RPNL1Loss=0.362,RCNNAcc=0.910,RCNNL1Loss=1.265
[Epoch 1][Batch 6499], Speed: 6.796 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.264
[Epoch 1][Batch 6599], Speed: 6.895 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.263
[Epoch 1][Batch 6699], Speed: 6.875 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.262
[Epoch 1][Batch 6799], Speed: 6.862 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.261
[Epoch 1][Batch 6899], Speed: 6.750 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.260
[Epoch 1][Batch 6999], Speed: 6.791 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.259
[Epoch 1][Batch 7099], Speed: 6.861 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.258
[Epoch 1][Batch 7199], Speed: 6.841 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.258
[Epoch 1][Batch 7299], Speed: 6.867 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.257
[Epoch 1][Batch 7399], Speed: 6.758 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.256
[Epoch 1][Batch 7499], Speed: 6.785 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.255
[Epoch 1][Batch 7599], Speed: 6.760 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.254
[Epoch 1][Batch 7699], Speed: 6.824 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.253
[Epoch 1][Batch 7799], Speed: 6.894 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.252
[Epoch 1][Batch 7899], Speed: 6.894 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.251
[Epoch 1][Batch 7999], Speed: 6.825 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.359,RCNNAcc=0.911,RCNNL1Loss=1.250
[Epoch 1][Batch 8099], Speed: 6.841 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.359,RCNNAcc=0.911,RCNNL1Loss=1.250
[Epoch 1][Batch 8199], Speed: 6.763 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.359,RCNNAcc=0.911,RCNNL1Loss=1.249
[Epoch 1][Batch 8299], Speed: 6.883 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.358,RCNNAcc=0.911,RCNNL1Loss=1.248
[Epoch 1][Batch 8399], Speed: 6.789 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.358,RCNNAcc=0.911,RCNNL1Loss=1.247
[Epoch 1][Batch 8499], Speed: 6.782 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.358,RCNNAcc=0.911,RCNNL1Loss=1.246
[Epoch 1][Batch 8599], Speed: 6.871 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.358,RCNNAcc=0.911,RCNNL1Loss=1.245
[Epoch 1][Batch 8699], Speed: 6.806 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.358,RCNNAcc=0.911,RCNNL1Loss=1.244
[Epoch 1][Batch 8799], Speed: 6.901 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.358,RCNNAcc=0.911,RCNNL1Loss=1.244
[Epoch 1][Batch 8899], Speed: 6.903 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.358,RCNNAcc=0.911,RCNNL1Loss=1.243
[Epoch 1][Batch 8999], Speed: 6.821 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.357,RCNNAcc=0.911,RCNNL1Loss=1.242
[Epoch 1][Batch 9099], Speed: 6.903 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.357,RCNNAcc=0.911,RCNNL1Loss=1.241
[Epoch 1][Batch 9199], Speed: 6.817 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.357,RCNNAcc=0.911,RCNNL1Loss=1.240
[Epoch 1][Batch 9299], Speed: 6.800 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.357,RCNNAcc=0.911,RCNNL1Loss=1.239
[Epoch 1][Batch 9399], Speed: 6.892 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.357,RCNNAcc=0.911,RCNNL1Loss=1.239
[Epoch 1][Batch 9499], Speed: 6.846 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.357,RCNNAcc=0.911,RCNNL1Loss=1.238
[Epoch 1][Batch 9599], Speed: 6.772 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.357,RCNNAcc=0.911,RCNNL1Loss=1.237
[Epoch 1][Batch 9699], Speed: 6.840 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.356,RCNNAcc=0.911,RCNNL1Loss=1.236
[Epoch 1][Batch 9799], Speed: 6.870 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.145,RPNAcc=0.976,RPNL1Loss=0.356,RCNNAcc=0.911,RCNNL1Loss=1.235
[Epoch 1][Batch 9899], Speed: 6.866 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.144,RPNAcc=0.976,RPNL1Loss=0.356,RCNNAcc=0.911,RCNNL1Loss=1.234
[Epoch 1][Batch 9999], Speed: 6.904 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.144,RPNAcc=0.976,RPNL1Loss=0.356,RCNNAcc=0.911,RCNNL1Loss=1.234
[Epoch 1][Batch 10099], Speed: 6.669 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.144,RPNAcc=0.976,RPNL1Loss=0.356,RCNNAcc=0.911,RCNNL1Loss=1.233
[Epoch 1][Batch 10199], Speed: 6.764 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.144,RPNAcc=0.976,RPNL1Loss=0.356,RCNNAcc=0.911,RCNNL1Loss=1.232
[Epoch 1][Batch 10299], Speed: 6.739 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.231
[Epoch 1][Batch 10399], Speed: 6.836 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.231
[Epoch 1][Batch 10499], Speed: 6.759 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.230
[Epoch 1][Batch 10599], Speed: 6.704 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.229
[Epoch 1][Batch 10699], Speed: 6.806 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.228
[Epoch 1][Batch 10799], Speed: 6.898 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.228
[Epoch 1][Batch 10899], Speed: 6.793 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.227
[Epoch 1][Batch 10999], Speed: 6.838 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.226
[Epoch 1][Batch 11099], Speed: 6.847 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.225
[Epoch 1][Batch 11199], Speed: 6.796 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.224
[Epoch 1][Batch 11299], Speed: 6.897 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.224
[Epoch 1][Batch 11399], Speed: 6.788 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.223
[Epoch 1][Batch 11499], Speed: 6.895 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.222
[Epoch 1][Batch 11599], Speed: 6.792 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.353,RCNNAcc=0.912,RCNNL1Loss=1.221
[Epoch 1][Batch 11699], Speed: 6.788 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.353,RCNNAcc=0.912,RCNNL1Loss=1.221
[Epoch 1][Batch 11799], Speed: 6.838 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.353,RCNNAcc=0.912,RCNNL1Loss=1.220
[Epoch 1][Batch 11899], Speed: 6.881 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.353,RCNNAcc=0.912,RCNNL1Loss=1.219
[Epoch 1][Batch 11999], Speed: 6.786 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.353,RCNNAcc=0.912,RCNNL1Loss=1.219
[Epoch 1][Batch 12099], Speed: 6.722 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.353,RCNNAcc=0.912,RCNNL1Loss=1.218
[Epoch 1][Batch 12199], Speed: 6.780 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.352,RCNNAcc=0.912,RCNNL1Loss=1.217
[Epoch 1][Batch 12299], Speed: 6.858 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.352,RCNNAcc=0.912,RCNNL1Loss=1.216
[Epoch 1][Batch 12399], Speed: 6.839 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.352,RCNNAcc=0.912,RCNNL1Loss=1.216
[Epoch 1][Batch 12499], Speed: 6.832 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.352,RCNNAcc=0.912,RCNNL1Loss=1.215
[Epoch 1][Batch 12599], Speed: 6.714 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.352,RCNNAcc=0.912,RCNNL1Loss=1.214
[Epoch 1][Batch 12699], Speed: 6.817 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.352,RCNNAcc=0.912,RCNNL1Loss=1.214
[Epoch 1][Batch 12799], Speed: 6.781 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.351,RCNNAcc=0.912,RCNNL1Loss=1.213
[Epoch 1][Batch 12899], Speed: 6.869 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.351,RCNNAcc=0.912,RCNNL1Loss=1.212
[Epoch 1][Batch 12999], Speed: 6.864 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.351,RCNNAcc=0.912,RCNNL1Loss=1.212
[Epoch 1][Batch 13099], Speed: 6.788 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.351,RCNNAcc=0.912,RCNNL1Loss=1.211
[Epoch 1][Batch 13199], Speed: 6.824 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.351,RCNNAcc=0.912,RCNNL1Loss=1.210
[Epoch 1][Batch 13299], Speed: 6.778 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.351,RCNNAcc=0.912,RCNNL1Loss=1.210
[Epoch 1][Batch 13399], Speed: 6.775 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.351,RCNNAcc=0.912,RCNNL1Loss=1.209
[Epoch 1][Batch 13499], Speed: 6.708 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.351,RCNNAcc=0.912,RCNNL1Loss=1.208
[Epoch 1][Batch 13599], Speed: 6.776 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.208
[Epoch 1][Batch 13699], Speed: 6.860 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.207
[Epoch 1][Batch 13799], Speed: 6.891 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.206
[Epoch 1][Batch 13899], Speed: 6.834 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.206
[Epoch 1][Batch 13999], Speed: 6.865 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.205
[Epoch 1][Batch 14099], Speed: 6.962 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.204
[Epoch 1][Batch 14199], Speed: 6.738 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.204
[Epoch 1][Batch 14299], Speed: 6.752 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.203
[Epoch 1][Batch 14399], Speed: 6.896 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.203
[Epoch 1][Batch 14499], Speed: 6.774 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.202
[Epoch 1][Batch 14599], Speed: 6.725 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.201
[Epoch 1] Training cost: 17204.092, RPN_Conf=0.051,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.143
[Epoch 1] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.230
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.432
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.221
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.138
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.269
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.283
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.225
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.379
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.405
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.241
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.445
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.493
person=42.4
bicycle=15.5
car=30.5
motorcycle=22.4
airplane=31.6
bus=42.3
train=38.9
truck=15.9
boat=13.0
traffic light=17.1
fire hydrant=47.4
stop sign=46.9
parking meter=28.3
bench=10.6
bird=21.2
cat=35.6
dog=39.2
horse=31.9
sheep=29.5
cow=28.0
elephant=34.6
bear=41.1
zebra=49.7
giraffe=44.5
backpack=7.7
umbrella=22.5
handbag=5.2
tie=16.0
suitcase=14.2
frisbee=48.4
skis=6.8
snowboard=10.9
sports ball=33.5
kite=24.2
baseball bat=12.2
baseball glove=20.6
skateboard=28.1
surfboard=16.1
tennis racket=28.6
bottle=27.1
wine glass=21.6
cup=27.7
fork=8.1
knife=3.9
spoon=5.5
bowl=27.7
banana=11.2
apple=13.0
sandwich=18.8
orange=21.2
broccoli=14.6
carrot=8.2
hot dog=15.6
pizza=30.5
donut=26.2
cake=18.2
chair=13.8
couch=20.0
potted plant=14.7
bed=21.8
dining table=15.2
toilet=35.8
tv=37.1
laptop=33.8
mouse=46.2
remote=11.3
keyboard=22.3
cell phone=17.4
microwave=35.4
oven=15.3
toaster=4.8
sink=19.3
refrigerator=22.1
book=7.5
clock=41.9
vase=22.6
scissors=3.6
teddy bear=23.9
hair drier=0.0
toothbrush=2.2
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=23.0
[Epoch 1] mAP 23.0 higher than current best [0] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 1] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0001_23.0000.params
[Epoch 2][Batch 99], Speed: 6.428 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.264,RCNN_SmoothL1=0.141,RPNAcc=0.977,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.201
[Epoch 2][Batch 199], Speed: 6.756 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.977,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.200
[Epoch 2][Batch 299], Speed: 6.826 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.199
[Epoch 2][Batch 399], Speed: 6.851 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.198
[Epoch 2][Batch 499], Speed: 6.796 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.198
[Epoch 2][Batch 599], Speed: 6.894 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.140,RPNAcc=0.977,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.197
[Epoch 2][Batch 699], Speed: 6.811 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.197
[Epoch 2][Batch 799], Speed: 6.788 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.196
[Epoch 2][Batch 899], Speed: 6.787 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.138,RPNAcc=0.977,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.195
[Epoch 2][Batch 999], Speed: 6.758 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.138,RPNAcc=0.977,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.195
[Epoch 2][Batch 1099], Speed: 6.705 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.194
[Epoch 2][Batch 1199], Speed: 6.807 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.138,RPNAcc=0.977,RPNL1Loss=0.347,RCNNAcc=0.913,RCNNL1Loss=1.193
[Epoch 2][Batch 1299], Speed: 6.819 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.347,RCNNAcc=0.913,RCNNL1Loss=1.193
[Epoch 2][Batch 1399], Speed: 6.754 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.347,RCNNAcc=0.913,RCNNL1Loss=1.192
[Epoch 2][Batch 1499], Speed: 6.834 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.347,RCNNAcc=0.913,RCNNL1Loss=1.192
[Epoch 2][Batch 1599], Speed: 6.775 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.347,RCNNAcc=0.913,RCNNL1Loss=1.191
[Epoch 2][Batch 1699], Speed: 6.957 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.347,RCNNAcc=0.913,RCNNL1Loss=1.190
[Epoch 2][Batch 1799], Speed: 6.823 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.138,RPNAcc=0.977,RPNL1Loss=0.347,RCNNAcc=0.913,RCNNL1Loss=1.190
[Epoch 2][Batch 1899], Speed: 6.790 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.138,RPNAcc=0.977,RPNL1Loss=0.347,RCNNAcc=0.913,RCNNL1Loss=1.189
[Epoch 2][Batch 1999], Speed: 6.824 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.138,RPNAcc=0.977,RPNL1Loss=0.346,RCNNAcc=0.913,RCNNL1Loss=1.189
[Epoch 2][Batch 2099], Speed: 6.800 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.346,RCNNAcc=0.913,RCNNL1Loss=1.188
[Epoch 2][Batch 2199], Speed: 6.811 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.346,RCNNAcc=0.913,RCNNL1Loss=1.188
[Epoch 2][Batch 2299], Speed: 6.754 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.346,RCNNAcc=0.913,RCNNL1Loss=1.187
[Epoch 2][Batch 2399], Speed: 6.766 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.346,RCNNAcc=0.913,RCNNL1Loss=1.186
[Epoch 2][Batch 2499], Speed: 6.832 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.346,RCNNAcc=0.913,RCNNL1Loss=1.186
[Epoch 2][Batch 2599], Speed: 6.849 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.346,RCNNAcc=0.913,RCNNL1Loss=1.185
[Epoch 2][Batch 2699], Speed: 6.814 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.346,RCNNAcc=0.913,RCNNL1Loss=1.185
[Epoch 2][Batch 2799], Speed: 6.892 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.345,RCNNAcc=0.913,RCNNL1Loss=1.184
[Epoch 2][Batch 2899], Speed: 6.746 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.345,RCNNAcc=0.913,RCNNL1Loss=1.184
[Epoch 2][Batch 2999], Speed: 6.755 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.345,RCNNAcc=0.913,RCNNL1Loss=1.183
[Epoch 2][Batch 3099], Speed: 6.811 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.345,RCNNAcc=0.913,RCNNL1Loss=1.182
[Epoch 2][Batch 3199], Speed: 6.911 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.345,RCNNAcc=0.913,RCNNL1Loss=1.182
[Epoch 2][Batch 3299], Speed: 6.861 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.345,RCNNAcc=0.913,RCNNL1Loss=1.181
[Epoch 2][Batch 3399], Speed: 6.794 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.345,RCNNAcc=0.913,RCNNL1Loss=1.181
[Epoch 2][Batch 3499], Speed: 6.879 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.345,RCNNAcc=0.913,RCNNL1Loss=1.180
[Epoch 2][Batch 3599], Speed: 6.716 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.180
[Epoch 2][Batch 3699], Speed: 6.793 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.179
[Epoch 2][Batch 3799], Speed: 6.841 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.178
[Epoch 2][Batch 3899], Speed: 6.751 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.178
[Epoch 2][Batch 3999], Speed: 6.835 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.177
[Epoch 2][Batch 4099], Speed: 6.795 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.177
[Epoch 2][Batch 4199], Speed: 6.817 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.176
[Epoch 2][Batch 4299], Speed: 6.611 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.176
[Epoch 2][Batch 4399], Speed: 6.810 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.175
[Epoch 2][Batch 4499], Speed: 6.833 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.175
[Epoch 2][Batch 4599], Speed: 6.767 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.174
[Epoch 2][Batch 4699], Speed: 6.828 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.174
[Epoch 2][Batch 4799], Speed: 6.829 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.173
[Epoch 2][Batch 4899], Speed: 6.833 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.173
[Epoch 2][Batch 4999], Speed: 6.933 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.172
[Epoch 2][Batch 5099], Speed: 6.913 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.172
[Epoch 2][Batch 5199], Speed: 6.800 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.171
[Epoch 2][Batch 5299], Speed: 6.856 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.171
[Epoch 2][Batch 5399], Speed: 6.749 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.137,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.170
[Epoch 2][Batch 5499], Speed: 6.920 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.170
[Epoch 2][Batch 5599], Speed: 6.828 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.914,RCNNL1Loss=1.169
[Epoch 2][Batch 5699], Speed: 6.846 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.914,RCNNL1Loss=1.169
[Epoch 2][Batch 5799], Speed: 6.824 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.914,RCNNL1Loss=1.168
[Epoch 2][Batch 5899], Speed: 6.857 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.914,RCNNL1Loss=1.168
[Epoch 2][Batch 5999], Speed: 6.791 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.914,RCNNL1Loss=1.167
[Epoch 2][Batch 6099], Speed: 6.822 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.914,RCNNL1Loss=1.167
[Epoch 2][Batch 6199], Speed: 6.843 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.342,RCNNAcc=0.914,RCNNL1Loss=1.166
[Epoch 2][Batch 6299], Speed: 6.848 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.166
[Epoch 2][Batch 6399], Speed: 6.816 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.165
[Epoch 2][Batch 6499], Speed: 6.706 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.165
[Epoch 2][Batch 6599], Speed: 6.802 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.164
[Epoch 2][Batch 6699], Speed: 6.801 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.164
[Epoch 2][Batch 6799], Speed: 6.734 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.163
[Epoch 2][Batch 6899], Speed: 6.810 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.163
[Epoch 2][Batch 6999], Speed: 6.895 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.162
[Epoch 2][Batch 7099], Speed: 6.753 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.162
[Epoch 2][Batch 7199], Speed: 6.971 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.341,RCNNAcc=0.914,RCNNL1Loss=1.161
[Epoch 2][Batch 7299], Speed: 6.833 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.161
[Epoch 2][Batch 7399], Speed: 6.824 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.160
[Epoch 2][Batch 7499], Speed: 6.848 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.160
[Epoch 2][Batch 7599], Speed: 6.736 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.159
[Epoch 2][Batch 7699], Speed: 6.782 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.159
[Epoch 2][Batch 7799], Speed: 6.812 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.159
[Epoch 2][Batch 7899], Speed: 6.812 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.158
[Epoch 2][Batch 7999], Speed: 6.847 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.158
[Epoch 2][Batch 8099], Speed: 6.822 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.157
[Epoch 2][Batch 8199], Speed: 6.881 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.340,RCNNAcc=0.914,RCNNL1Loss=1.157
[Epoch 2][Batch 8299], Speed: 6.819 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.156
[Epoch 2][Batch 8399], Speed: 6.860 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.156
[Epoch 2][Batch 8499], Speed: 6.697 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.155
[Epoch 2][Batch 8599], Speed: 6.883 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.155
[Epoch 2][Batch 8699], Speed: 6.807 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.154
[Epoch 2][Batch 8799], Speed: 6.775 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.154
[Epoch 2][Batch 8899], Speed: 6.810 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.136,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.154
[Epoch 2][Batch 8999], Speed: 6.749 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.153
[Epoch 2][Batch 9099], Speed: 6.794 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.153
[Epoch 2][Batch 9199], Speed: 6.819 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.152
[Epoch 2][Batch 9299], Speed: 6.764 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.152
[Epoch 2][Batch 9399], Speed: 6.777 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.151
[Epoch 2][Batch 9499], Speed: 6.808 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.151
[Epoch 2][Batch 9599], Speed: 6.875 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.151
[Epoch 2][Batch 9699], Speed: 6.830 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.150
[Epoch 2][Batch 9799], Speed: 6.875 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.150
[Epoch 2][Batch 9899], Speed: 6.884 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.149
[Epoch 2][Batch 9999], Speed: 6.847 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.149
[Epoch 2][Batch 10099], Speed: 6.882 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.149
[Epoch 2][Batch 10199], Speed: 6.677 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.148
[Epoch 2][Batch 10299], Speed: 6.806 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.148
[Epoch 2][Batch 10399], Speed: 6.778 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.147
[Epoch 2][Batch 10499], Speed: 6.771 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.978,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.147
[Epoch 2][Batch 10599], Speed: 6.821 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.146
[Epoch 2][Batch 10699], Speed: 6.785 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.146
[Epoch 2][Batch 10799], Speed: 6.858 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.145
[Epoch 2][Batch 10899], Speed: 6.897 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.145
[Epoch 2][Batch 10999], Speed: 6.902 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.145
[Epoch 2][Batch 11099], Speed: 6.902 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.915,RCNNL1Loss=1.144
[Epoch 2][Batch 11199], Speed: 6.962 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.915,RCNNL1Loss=1.144
[Epoch 2][Batch 11299], Speed: 6.907 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.915,RCNNL1Loss=1.143
[Epoch 2][Batch 11399], Speed: 6.874 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.915,RCNNL1Loss=1.143
[Epoch 2][Batch 11499], Speed: 6.990 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.337,RCNNAcc=0.915,RCNNL1Loss=1.143
[Epoch 2][Batch 11599], Speed: 6.955 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.142
[Epoch 2][Batch 11699], Speed: 6.925 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.142
[Epoch 2][Batch 11799], Speed: 6.931 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.142
[Epoch 2][Batch 11899], Speed: 6.826 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.141
[Epoch 2][Batch 11999], Speed: 6.943 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.141
[Epoch 2][Batch 12099], Speed: 6.829 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.140
[Epoch 2][Batch 12199], Speed: 6.929 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.140
[Epoch 2][Batch 12299], Speed: 6.973 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.139
[Epoch 2][Batch 12399], Speed: 6.939 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.139
[Epoch 2][Batch 12499], Speed: 6.924 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.139
[Epoch 2][Batch 12599], Speed: 6.943 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.138
[Epoch 2][Batch 12699], Speed: 6.983 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.138
[Epoch 2][Batch 12799], Speed: 6.965 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.336,RCNNAcc=0.915,RCNNL1Loss=1.137
[Epoch 2][Batch 12899], Speed: 6.869 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.137
[Epoch 2][Batch 12999], Speed: 6.949 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.137
[Epoch 2][Batch 13099], Speed: 6.827 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.136
[Epoch 2][Batch 13199], Speed: 6.892 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.136
[Epoch 2][Batch 13299], Speed: 6.819 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.135
[Epoch 2][Batch 13399], Speed: 6.886 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.135
[Epoch 2][Batch 13499], Speed: 6.937 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.135
[Epoch 2][Batch 13599], Speed: 6.949 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.134
[Epoch 2][Batch 13699], Speed: 6.931 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.134
[Epoch 2][Batch 13799], Speed: 7.047 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.133
[Epoch 2][Batch 13899], Speed: 6.984 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.133
[Epoch 2][Batch 13999], Speed: 6.957 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.335,RCNNAcc=0.915,RCNNL1Loss=1.133
[Epoch 2][Batch 14099], Speed: 6.936 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.132
[Epoch 2][Batch 14199], Speed: 6.867 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.132
[Epoch 2][Batch 14299], Speed: 6.945 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.132
[Epoch 2][Batch 14399], Speed: 7.029 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.131
[Epoch 2][Batch 14499], Speed: 6.914 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.131
[Epoch 2][Batch 14599], Speed: 6.945 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.131
[Epoch 2] Training cost: 17144.561, RPN_Conf=0.047,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.135
[Epoch 2] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0002_0.0000.params
[Epoch 3][Batch 99], Speed: 6.466 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.135,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.130
[Epoch 3][Batch 199], Speed: 6.935 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.133,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.130
[Epoch 3][Batch 299], Speed: 7.005 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.129
[Epoch 3][Batch 399], Speed: 6.926 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.129
[Epoch 3][Batch 499], Speed: 6.844 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.129
[Epoch 3][Batch 599], Speed: 6.950 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.334,RCNNAcc=0.915,RCNNL1Loss=1.128
[Epoch 3][Batch 699], Speed: 6.987 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.128
[Epoch 3][Batch 799], Speed: 7.035 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.127
[Epoch 3][Batch 899], Speed: 6.996 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.127
[Epoch 3][Batch 999], Speed: 7.009 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.127
[Epoch 3][Batch 1099], Speed: 6.869 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.126
[Epoch 3][Batch 1199], Speed: 6.975 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.126
[Epoch 3][Batch 1299], Speed: 6.844 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.125
[Epoch 3][Batch 1399], Speed: 6.933 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.125
[Epoch 3][Batch 1499], Speed: 6.845 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.125
[Epoch 3][Batch 1599], Speed: 6.951 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.124
[Epoch 3][Batch 1699], Speed: 6.921 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.124
[Epoch 3][Batch 1799], Speed: 6.940 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.124
[Epoch 3][Batch 1899], Speed: 6.925 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.123
[Epoch 3][Batch 1999], Speed: 6.945 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.123
[Epoch 3][Batch 2099], Speed: 6.876 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.123
[Epoch 3][Batch 2199], Speed: 6.861 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.122
[Epoch 3][Batch 2299], Speed: 6.930 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.122
[Epoch 3][Batch 2399], Speed: 6.916 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.122
[Epoch 3][Batch 2499], Speed: 6.969 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.121
[Epoch 3][Batch 2599], Speed: 6.874 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.121
[Epoch 3][Batch 2699], Speed: 7.012 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.120
[Epoch 3][Batch 2799], Speed: 7.031 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.916,RCNNL1Loss=1.120
[Epoch 3][Batch 2899], Speed: 6.749 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.916,RCNNL1Loss=1.120
[Epoch 3][Batch 2999], Speed: 6.913 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.916,RCNNL1Loss=1.119
[Epoch 3][Batch 3099], Speed: 6.929 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.916,RCNNL1Loss=1.119
[Epoch 3][Batch 3199], Speed: 6.890 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.332,RCNNAcc=0.916,RCNNL1Loss=1.119
[Epoch 3][Batch 3299], Speed: 6.896 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.118
[Epoch 3][Batch 3399], Speed: 6.947 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.118
[Epoch 3][Batch 3499], Speed: 6.839 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.118
[Epoch 3][Batch 3599], Speed: 6.960 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.132,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.117
[Epoch 3][Batch 3699], Speed: 6.911 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.117
[Epoch 3][Batch 3799], Speed: 6.951 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.117
[Epoch 3][Batch 3899], Speed: 6.953 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.116
[Epoch 3][Batch 3999], Speed: 6.969 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.116
[Epoch 3][Batch 4099], Speed: 6.841 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.116
[Epoch 3][Batch 4199], Speed: 6.841 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.115
[Epoch 3][Batch 4299], Speed: 6.996 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.115
[Epoch 3][Batch 4399], Speed: 6.901 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.115
[Epoch 3][Batch 4499], Speed: 6.865 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.331,RCNNAcc=0.916,RCNNL1Loss=1.114
[Epoch 3][Batch 4599], Speed: 6.868 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.114
[Epoch 3][Batch 4699], Speed: 6.946 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.114
[Epoch 3][Batch 4799], Speed: 6.916 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.114
[Epoch 3][Batch 4899], Speed: 6.922 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.113
[Epoch 3][Batch 4999], Speed: 6.904 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.113
[Epoch 3][Batch 5099], Speed: 6.945 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.113
[Epoch 3][Batch 5199], Speed: 6.935 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.112
[Epoch 3][Batch 5299], Speed: 6.953 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.112
[Epoch 3][Batch 5399], Speed: 6.893 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.112
[Epoch 3][Batch 5499], Speed: 6.917 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.111
[Epoch 3][Batch 5599], Speed: 6.790 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.111
[Epoch 3][Batch 5699], Speed: 6.851 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.111
[Epoch 3][Batch 5799], Speed: 6.928 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.330,RCNNAcc=0.916,RCNNL1Loss=1.110
[Epoch 3][Batch 5899], Speed: 6.925 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.110
[Epoch 3][Batch 5999], Speed: 6.950 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.110
[Epoch 3][Batch 6099], Speed: 6.954 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.110
[Epoch 3][Batch 6199], Speed: 7.008 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.109
[Epoch 3][Batch 6299], Speed: 7.037 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.109
[Epoch 3][Batch 6399], Speed: 6.882 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.108
[Epoch 3][Batch 6499], Speed: 6.931 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.108
[Epoch 3][Batch 6599], Speed: 6.953 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.108
[Epoch 3][Batch 6699], Speed: 6.970 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.108
[Epoch 3][Batch 6799], Speed: 6.845 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.107
[Epoch 3][Batch 6899], Speed: 6.978 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.107
[Epoch 3][Batch 6999], Speed: 6.869 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.107
[Epoch 3][Batch 7099], Speed: 6.945 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.106
[Epoch 3][Batch 7199], Speed: 6.868 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.329,RCNNAcc=0.916,RCNNL1Loss=1.106
[Epoch 3][Batch 7299], Speed: 6.840 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.106
[Epoch 3][Batch 7399], Speed: 6.896 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.105
[Epoch 3][Batch 7499], Speed: 6.917 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.105
[Epoch 3][Batch 7599], Speed: 6.871 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.979,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.105
[Epoch 3][Batch 7699], Speed: 6.958 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.105
[Epoch 3][Batch 7799], Speed: 6.932 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.104
[Epoch 3][Batch 7899], Speed: 6.793 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.104
[Epoch 3][Batch 7999], Speed: 6.937 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.104
[Epoch 3][Batch 8099], Speed: 6.751 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.103
[Epoch 3][Batch 8199], Speed: 6.865 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.103
[Epoch 3][Batch 8299], Speed: 6.971 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.103
[Epoch 3][Batch 8399], Speed: 6.914 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.103
[Epoch 3][Batch 8499], Speed: 6.978 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.102
[Epoch 3][Batch 8599], Speed: 6.874 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.102
[Epoch 3][Batch 8699], Speed: 6.907 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=1.102
[Epoch 3][Batch 8799], Speed: 6.863 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.101
[Epoch 3][Batch 8899], Speed: 6.970 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.101
[Epoch 3][Batch 8999], Speed: 6.908 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.101
[Epoch 3][Batch 9099], Speed: 6.940 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.101
[Epoch 3][Batch 9199], Speed: 6.894 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.100
[Epoch 3][Batch 9299], Speed: 6.839 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.100
[Epoch 3][Batch 9399], Speed: 6.975 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.100
[Epoch 3][Batch 9499], Speed: 6.812 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.100
[Epoch 3][Batch 9599], Speed: 6.942 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.099
[Epoch 3][Batch 9699], Speed: 6.864 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.099
[Epoch 3][Batch 9799], Speed: 6.964 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.099
[Epoch 3][Batch 9899], Speed: 6.893 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=1.098
[Epoch 3][Batch 9999], Speed: 6.995 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.917,RCNNL1Loss=1.098
[Epoch 3][Batch 10099], Speed: 6.960 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.917,RCNNL1Loss=1.098
[Epoch 3][Batch 10199], Speed: 7.005 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.327,RCNNAcc=0.917,RCNNL1Loss=1.098
[Epoch 3][Batch 10299], Speed: 6.910 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.097
[Epoch 3][Batch 10399], Speed: 6.884 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.097
[Epoch 3][Batch 10499], Speed: 6.908 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.097
[Epoch 3][Batch 10599], Speed: 6.915 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.096
[Epoch 3][Batch 10699], Speed: 6.958 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.096
[Epoch 3][Batch 10799], Speed: 6.916 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.096
[Epoch 3][Batch 10899], Speed: 6.941 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.096
[Epoch 3][Batch 10999], Speed: 6.887 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.095
[Epoch 3][Batch 11099], Speed: 6.916 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.095
[Epoch 3][Batch 11199], Speed: 6.930 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.095
[Epoch 3][Batch 11299], Speed: 6.885 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.131,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.095
[Epoch 3][Batch 11399], Speed: 6.817 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.094
[Epoch 3][Batch 11499], Speed: 6.964 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.094
[Epoch 3][Batch 11599], Speed: 6.913 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.094
[Epoch 3][Batch 11699], Speed: 7.007 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.094
[Epoch 3][Batch 11799], Speed: 6.958 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.093
[Epoch 3][Batch 11899], Speed: 7.005 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.093
[Epoch 3][Batch 11999], Speed: 6.977 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.326,RCNNAcc=0.917,RCNNL1Loss=1.093
[Epoch 3][Batch 12099], Speed: 7.012 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.093
[Epoch 3][Batch 12199], Speed: 6.864 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.092
[Epoch 3][Batch 12299], Speed: 6.864 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.092
[Epoch 3][Batch 12399], Speed: 6.882 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.092
[Epoch 3][Batch 12499], Speed: 6.926 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.092
[Epoch 3][Batch 12599], Speed: 6.931 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.091
[Epoch 3][Batch 12699], Speed: 6.956 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.091
[Epoch 3][Batch 12799], Speed: 6.922 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.091
[Epoch 3][Batch 12899], Speed: 6.859 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.091
[Epoch 3][Batch 12999], Speed: 6.906 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.090
[Epoch 3][Batch 13099], Speed: 6.979 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.090
[Epoch 3][Batch 13199], Speed: 6.970 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.090
[Epoch 3][Batch 13299], Speed: 6.996 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.090
[Epoch 3][Batch 13399], Speed: 6.897 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.089
[Epoch 3][Batch 13499], Speed: 6.868 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.089
[Epoch 3][Batch 13599], Speed: 6.873 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.089
[Epoch 3][Batch 13699], Speed: 6.859 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.325,RCNNAcc=0.917,RCNNL1Loss=1.089
[Epoch 3][Batch 13799], Speed: 6.810 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.088
[Epoch 3][Batch 13899], Speed: 6.920 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.088
[Epoch 3][Batch 13999], Speed: 6.901 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.088
[Epoch 3][Batch 14099], Speed: 6.794 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.088
[Epoch 3][Batch 14199], Speed: 6.935 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.087
[Epoch 3][Batch 14299], Speed: 6.811 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.087
[Epoch 3][Batch 14399], Speed: 6.911 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.087
[Epoch 3][Batch 14499], Speed: 6.828 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.086
[Epoch 3][Batch 14599], Speed: 6.875 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.086
[Epoch 3] Training cost: 16966.125, RPN_Conf=0.045,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.130
[Epoch 3] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.271
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.482
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.275
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.160
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.309
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.332
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.250
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.410
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.437
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.276
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.519
person=45.5
bicycle=21.2
car=35.5
motorcycle=27.1
airplane=44.2
bus=45.6
train=46.0
truck=21.3
boat=14.3
traffic light=20.5
fire hydrant=50.5
stop sign=56.3
parking meter=35.7
bench=14.5
bird=24.0
cat=44.9
dog=38.5
horse=35.6
sheep=31.8
cow=34.1
elephant=44.5
bear=55.1
zebra=52.3
giraffe=52.0
backpack=9.3
umbrella=25.0
handbag=7.6
tie=22.2
suitcase=17.6
frisbee=47.9
skis=10.6
snowboard=13.4
sports ball=34.0
kite=27.1
baseball bat=18.7
baseball glove=26.2
skateboard=33.2
surfboard=22.2
tennis racket=28.7
bottle=28.8
wine glass=25.2
cup=28.6
fork=14.1
knife=6.6
spoon=4.5
bowl=29.5
banana=14.5
apple=11.8
sandwich=19.4
orange=22.2
broccoli=16.0
carrot=13.8
hot dog=14.9
pizza=39.3
donut=28.8
cake=20.0
chair=15.8
couch=26.1
potted plant=16.0
bed=28.2
dining table=17.2
toilet=38.3
tv=39.1
laptop=39.2
mouse=47.8
remote=17.6
keyboard=28.6
cell phone=24.1
microwave=34.1
oven=20.0
toaster=21.0
sink=25.3
refrigerator=34.4
book=10.8
clock=39.1
vase=24.6
scissors=13.7
teddy bear=29.0
hair drier=0.0
toothbrush=6.7
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=27.1
[Epoch 3] mAP 27.1 higher than current best [23.0] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 3] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0003_27.1000.params
[Epoch 4][Batch 99], Speed: 6.495 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.129,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.086
[Epoch 4][Batch 199], Speed: 6.893 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.085
[Epoch 4][Batch 299], Speed: 6.890 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.085
[Epoch 4][Batch 399], Speed: 6.803 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.125,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.085
[Epoch 4][Batch 499], Speed: 6.926 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.125,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.085
[Epoch 4][Batch 599], Speed: 6.953 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.125,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.084
[Epoch 4][Batch 699], Speed: 6.853 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.125,RPNAcc=0.980,RPNL1Loss=0.324,RCNNAcc=0.917,RCNNL1Loss=1.084
[Epoch 4][Batch 799], Speed: 6.933 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.125,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.084
[Epoch 4][Batch 899], Speed: 6.877 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.125,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.084
[Epoch 4][Batch 999], Speed: 6.873 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.125,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.083
[Epoch 4][Batch 1099], Speed: 6.868 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.083
[Epoch 4][Batch 1199], Speed: 6.910 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.083
[Epoch 4][Batch 1299], Speed: 6.842 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.083
[Epoch 4][Batch 1399], Speed: 6.971 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.082
[Epoch 4][Batch 1499], Speed: 6.912 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.082
[Epoch 4][Batch 1599], Speed: 6.796 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.082
[Epoch 4][Batch 1699], Speed: 6.937 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.082
[Epoch 4][Batch 1799], Speed: 6.960 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.081
[Epoch 4][Batch 1899], Speed: 6.920 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.081
[Epoch 4][Batch 1999], Speed: 6.924 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.081
[Epoch 4][Batch 2099], Speed: 7.006 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.080
[Epoch 4][Batch 2199], Speed: 6.816 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.080
[Epoch 4][Batch 2299], Speed: 6.957 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.080
[Epoch 4][Batch 2399], Speed: 6.930 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.323,RCNNAcc=0.917,RCNNL1Loss=1.080
[Epoch 4][Batch 2499], Speed: 6.998 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.080
[Epoch 4][Batch 2599], Speed: 6.945 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.079
[Epoch 4][Batch 2699], Speed: 6.926 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.079
[Epoch 4][Batch 2799], Speed: 6.878 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.079
[Epoch 4][Batch 2899], Speed: 6.839 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.079
[Epoch 4][Batch 2999], Speed: 6.804 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.078
[Epoch 4][Batch 3099], Speed: 6.889 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.078
[Epoch 4][Batch 3199], Speed: 6.934 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.078
[Epoch 4][Batch 3299], Speed: 6.912 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.078
[Epoch 4][Batch 3399], Speed: 6.940 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=1.077
[Epoch 4][Batch 3499], Speed: 6.955 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.077
[Epoch 4][Batch 3599], Speed: 6.802 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.077
[Epoch 4][Batch 3699], Speed: 6.905 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.077
[Epoch 4][Batch 3799], Speed: 6.819 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.076
[Epoch 4][Batch 3899], Speed: 6.921 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.076
[Epoch 4][Batch 3999], Speed: 7.005 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.076
[Epoch 4][Batch 4099], Speed: 6.939 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.076
[Epoch 4][Batch 4199], Speed: 6.971 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.076
[Epoch 4][Batch 4299], Speed: 6.877 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.322,RCNNAcc=0.918,RCNNL1Loss=1.075
[Epoch 4][Batch 4399], Speed: 6.758 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.075
[Epoch 4][Batch 4499], Speed: 6.823 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.075
[Epoch 4][Batch 4599], Speed: 6.826 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.075
[Epoch 4][Batch 4699], Speed: 6.856 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.074
[Epoch 4][Batch 4799], Speed: 6.839 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.074
[Epoch 4][Batch 4899], Speed: 6.920 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.074
[Epoch 4][Batch 4999], Speed: 6.962 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.074
[Epoch 4][Batch 5099], Speed: 6.865 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.073
[Epoch 4][Batch 5199], Speed: 6.817 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.073
[Epoch 4][Batch 5299], Speed: 6.931 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.073
[Epoch 4][Batch 5399], Speed: 7.004 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.073
[Epoch 4][Batch 5499], Speed: 6.829 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.073
[Epoch 4][Batch 5599], Speed: 6.894 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.072
[Epoch 4][Batch 5699], Speed: 6.934 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.072
[Epoch 4][Batch 5799], Speed: 6.915 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.072
[Epoch 4][Batch 5899], Speed: 6.909 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.072
[Epoch 4][Batch 5999], Speed: 6.922 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.071
[Epoch 4][Batch 6099], Speed: 6.957 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.321,RCNNAcc=0.918,RCNNL1Loss=1.071
[Epoch 4][Batch 6199], Speed: 6.919 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.071
[Epoch 4][Batch 6299], Speed: 6.961 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.071
[Epoch 4][Batch 6399], Speed: 6.790 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.071
[Epoch 4][Batch 6499], Speed: 6.766 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.070
[Epoch 4][Batch 6599], Speed: 6.835 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.070
[Epoch 4][Batch 6699], Speed: 6.894 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.070
[Epoch 4][Batch 6799], Speed: 6.809 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.070
[Epoch 4][Batch 6899], Speed: 6.863 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.069
[Epoch 4][Batch 6999], Speed: 6.852 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.069
[Epoch 4][Batch 7099], Speed: 6.840 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.069
[Epoch 4][Batch 7199], Speed: 6.913 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.069
[Epoch 4][Batch 7299], Speed: 6.884 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.069
[Epoch 4][Batch 7399], Speed: 6.886 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.068
[Epoch 4][Batch 7499], Speed: 6.819 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.068
[Epoch 4][Batch 7599], Speed: 6.913 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.068
[Epoch 4][Batch 7699], Speed: 6.968 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.068
[Epoch 4][Batch 7799], Speed: 6.874 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.067
[Epoch 4][Batch 7899], Speed: 6.964 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.067
[Epoch 4][Batch 7999], Speed: 6.973 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.067
[Epoch 4][Batch 8099], Speed: 6.914 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.320,RCNNAcc=0.918,RCNNL1Loss=1.067
[Epoch 4][Batch 8199], Speed: 6.975 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.067
[Epoch 4][Batch 8299], Speed: 6.859 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.067
[Epoch 4][Batch 8399], Speed: 6.912 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.066
[Epoch 4][Batch 8499], Speed: 6.867 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.066
[Epoch 4][Batch 8599], Speed: 7.044 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.066
[Epoch 4][Batch 8699], Speed: 6.868 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.066
[Epoch 4][Batch 8799], Speed: 6.937 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.066
[Epoch 4][Batch 8899], Speed: 6.743 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.065
[Epoch 4][Batch 8999], Speed: 6.822 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.065
[Epoch 4][Batch 9099], Speed: 6.910 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.065
[Epoch 4][Batch 9199], Speed: 6.895 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.065
[Epoch 4][Batch 9299], Speed: 6.888 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.065
[Epoch 4][Batch 9399], Speed: 6.880 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.064
[Epoch 4][Batch 9499], Speed: 6.861 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.064
[Epoch 4][Batch 9599], Speed: 6.813 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.064
[Epoch 4][Batch 9699], Speed: 6.841 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.064
[Epoch 4][Batch 9799], Speed: 6.848 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.064
[Epoch 4][Batch 9899], Speed: 6.867 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.063
[Epoch 4][Batch 9999], Speed: 6.812 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.063
[Epoch 4][Batch 10099], Speed: 6.935 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.063
[Epoch 4][Batch 10199], Speed: 6.926 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.063
[Epoch 4][Batch 10299], Speed: 6.974 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.319,RCNNAcc=0.918,RCNNL1Loss=1.062
[Epoch 4][Batch 10399], Speed: 6.876 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.062
[Epoch 4][Batch 10499], Speed: 6.868 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.062
[Epoch 4][Batch 10599], Speed: 6.970 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.062
[Epoch 4][Batch 10699], Speed: 6.872 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.062
[Epoch 4][Batch 10799], Speed: 6.907 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.061
[Epoch 4][Batch 10899], Speed: 6.851 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.061
[Epoch 4][Batch 10999], Speed: 6.926 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.061
[Epoch 4][Batch 11099], Speed: 6.980 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.061
[Epoch 4][Batch 11199], Speed: 6.919 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.061
[Epoch 4][Batch 11299], Speed: 6.952 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.060
[Epoch 4][Batch 11399], Speed: 7.008 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.980,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.060
[Epoch 4][Batch 11499], Speed: 6.909 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.060
[Epoch 4][Batch 11599], Speed: 6.807 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.060
[Epoch 4][Batch 11699], Speed: 6.974 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.060
[Epoch 4][Batch 11799], Speed: 6.924 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.060
[Epoch 4][Batch 11899], Speed: 6.851 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.059
[Epoch 4][Batch 11999], Speed: 6.959 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.059
[Epoch 4][Batch 12099], Speed: 6.826 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.059
[Epoch 4][Batch 12199], Speed: 6.831 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.059
[Epoch 4][Batch 12299], Speed: 6.830 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.059
[Epoch 4][Batch 12399], Speed: 6.880 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.318,RCNNAcc=0.918,RCNNL1Loss=1.058
[Epoch 4][Batch 12499], Speed: 6.789 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.058
[Epoch 4][Batch 12599], Speed: 6.876 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.058
[Epoch 4][Batch 12699], Speed: 6.926 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.058
[Epoch 4][Batch 12799], Speed: 6.864 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.058
[Epoch 4][Batch 12899], Speed: 6.971 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.057
[Epoch 4][Batch 12999], Speed: 6.877 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.057
[Epoch 4][Batch 13099], Speed: 6.908 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.057
[Epoch 4][Batch 13199], Speed: 6.890 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.057
[Epoch 4][Batch 13299], Speed: 6.945 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.057
[Epoch 4][Batch 13399], Speed: 6.878 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=1.057
[Epoch 4][Batch 13499], Speed: 6.949 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.056
[Epoch 4][Batch 13599], Speed: 6.867 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.056
[Epoch 4][Batch 13699], Speed: 6.869 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.056
[Epoch 4][Batch 13799], Speed: 6.826 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.056
[Epoch 4][Batch 13899], Speed: 6.924 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.056
[Epoch 4][Batch 13999], Speed: 6.929 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.055
[Epoch 4][Batch 14099], Speed: 6.978 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.055
[Epoch 4][Batch 14199], Speed: 6.894 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.055
[Epoch 4][Batch 14299], Speed: 6.875 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.055
[Epoch 4][Batch 14399], Speed: 6.955 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.055
[Epoch 4][Batch 14499], Speed: 6.987 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.054
[Epoch 4][Batch 14599], Speed: 6.840 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.317,RCNNAcc=0.919,RCNNL1Loss=1.054
[Epoch 4] Training cost: 17015.031, RPN_Conf=0.043,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.126
[Epoch 4] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0004_0.0000.params
[Epoch 5][Batch 99], Speed: 6.445 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.125,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.054
[Epoch 5][Batch 199], Speed: 6.882 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.054
[Epoch 5][Batch 299], Speed: 6.965 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.054
[Epoch 5][Batch 399], Speed: 6.908 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.053
[Epoch 5][Batch 499], Speed: 6.843 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.053
[Epoch 5][Batch 599], Speed: 6.944 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.053
[Epoch 5][Batch 699], Speed: 6.839 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.053
[Epoch 5][Batch 799], Speed: 6.950 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.053
[Epoch 5][Batch 899], Speed: 6.838 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.052
[Epoch 5][Batch 999], Speed: 7.012 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.052
[Epoch 5][Batch 1099], Speed: 6.963 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.126,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.052
[Epoch 5][Batch 1199], Speed: 6.847 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.125,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.052
[Epoch 5][Batch 1299], Speed: 6.810 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.125,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.052
[Epoch 5][Batch 1399], Speed: 6.904 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.125,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.051
[Epoch 5][Batch 1499], Speed: 6.946 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.125,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.051
[Epoch 5][Batch 1599], Speed: 6.877 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.125,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.051
[Epoch 5][Batch 1699], Speed: 6.862 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.051
[Epoch 5][Batch 1799], Speed: 6.966 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.125,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.051
[Epoch 5][Batch 1899], Speed: 6.933 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.050
[Epoch 5][Batch 1999], Speed: 6.912 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.050
[Epoch 5][Batch 2099], Speed: 6.871 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.316,RCNNAcc=0.919,RCNNL1Loss=1.050
[Epoch 5][Batch 2199], Speed: 6.909 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.050
[Epoch 5][Batch 2299], Speed: 6.779 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.050
[Epoch 5][Batch 2399], Speed: 6.820 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.049
[Epoch 5][Batch 2499], Speed: 6.923 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.049
[Epoch 5][Batch 2599], Speed: 6.869 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.049
[Epoch 5][Batch 2699], Speed: 6.847 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.049
[Epoch 5][Batch 2799], Speed: 6.916 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.049
[Epoch 5][Batch 2899], Speed: 6.887 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.048
[Epoch 5][Batch 2999], Speed: 6.943 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.048
[Epoch 5][Batch 3099], Speed: 6.882 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.048
[Epoch 5][Batch 3199], Speed: 7.012 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.048
[Epoch 5][Batch 3299], Speed: 6.835 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.048
[Epoch 5][Batch 3399], Speed: 6.894 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.047
[Epoch 5][Batch 3499], Speed: 6.794 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.047
[Epoch 5][Batch 3599], Speed: 6.821 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.047
[Epoch 5][Batch 3699], Speed: 6.934 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.047
[Epoch 5][Batch 3799], Speed: 6.852 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.047
[Epoch 5][Batch 3899], Speed: 6.897 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.047
[Epoch 5][Batch 3999], Speed: 6.911 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.046
[Epoch 5][Batch 4099], Speed: 6.935 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.046
[Epoch 5][Batch 4199], Speed: 6.845 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.046
[Epoch 5][Batch 4299], Speed: 6.860 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.046
[Epoch 5][Batch 4399], Speed: 6.867 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.046
[Epoch 5][Batch 4499], Speed: 6.930 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.315,RCNNAcc=0.919,RCNNL1Loss=1.046
[Epoch 5][Batch 4599], Speed: 6.885 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.045
[Epoch 5][Batch 4699], Speed: 6.855 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.045
[Epoch 5][Batch 4799], Speed: 6.818 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.045
[Epoch 5][Batch 4899], Speed: 6.826 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.045
[Epoch 5][Batch 4999], Speed: 6.987 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.045
[Epoch 5][Batch 5099], Speed: 6.850 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.045
[Epoch 5][Batch 5199], Speed: 6.934 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.044
[Epoch 5][Batch 5299], Speed: 6.949 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.044
[Epoch 5][Batch 5399], Speed: 6.886 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.044
[Epoch 5][Batch 5499], Speed: 6.854 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.044
[Epoch 5][Batch 5599], Speed: 6.888 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.044
[Epoch 5][Batch 5699], Speed: 6.843 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.044
[Epoch 5][Batch 5799], Speed: 6.891 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.043
[Epoch 5][Batch 5899], Speed: 6.988 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.043
[Epoch 5][Batch 5999], Speed: 6.847 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.043
[Epoch 5][Batch 6099], Speed: 6.890 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.043
[Epoch 5][Batch 6199], Speed: 6.870 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.043
[Epoch 5][Batch 6299], Speed: 6.919 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.043
[Epoch 5][Batch 6399], Speed: 6.735 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.042
[Epoch 5][Batch 6499], Speed: 6.855 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.042
[Epoch 5][Batch 6599], Speed: 6.889 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.042
[Epoch 5][Batch 6699], Speed: 6.859 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.042
[Epoch 5][Batch 6799], Speed: 7.036 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.042
[Epoch 5][Batch 6899], Speed: 6.836 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.041
[Epoch 5][Batch 6999], Speed: 6.928 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.041
[Epoch 5][Batch 7099], Speed: 6.794 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.041
[Epoch 5][Batch 7199], Speed: 6.872 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.314,RCNNAcc=0.919,RCNNL1Loss=1.041
[Epoch 5][Batch 7299], Speed: 6.886 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.041
[Epoch 5][Batch 7399], Speed: 6.770 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.041
[Epoch 5][Batch 7499], Speed: 6.904 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.040
[Epoch 5][Batch 7599], Speed: 6.925 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.040
[Epoch 5][Batch 7699], Speed: 6.815 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.040
[Epoch 5][Batch 7799], Speed: 6.873 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.040
[Epoch 5][Batch 7899], Speed: 6.807 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.040
[Epoch 5][Batch 7999], Speed: 6.889 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.040
[Epoch 5][Batch 8099], Speed: 6.832 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.040
[Epoch 5][Batch 8199], Speed: 6.976 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.039
[Epoch 5][Batch 8299], Speed: 6.924 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.039
[Epoch 5][Batch 8399], Speed: 6.911 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.039
[Epoch 5][Batch 8499], Speed: 6.913 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.039
[Epoch 5][Batch 8599], Speed: 6.864 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.039
[Epoch 5][Batch 8699], Speed: 6.853 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.039
[Epoch 5][Batch 8799], Speed: 6.897 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.038
[Epoch 5][Batch 8899], Speed: 6.953 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.038
[Epoch 5][Batch 8999], Speed: 6.904 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.038
[Epoch 5][Batch 9099], Speed: 6.896 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.038
[Epoch 5][Batch 9199], Speed: 6.840 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.038
[Epoch 5][Batch 9299], Speed: 6.868 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.038
[Epoch 5][Batch 9399], Speed: 6.922 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.037
[Epoch 5][Batch 9499], Speed: 6.907 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.037
[Epoch 5][Batch 9599], Speed: 6.808 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.037
[Epoch 5][Batch 9699], Speed: 6.906 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.313,RCNNAcc=0.919,RCNNL1Loss=1.037
[Epoch 5][Batch 9799], Speed: 6.985 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=1.037
[Epoch 5][Batch 9899], Speed: 6.892 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=1.037
[Epoch 5][Batch 9999], Speed: 6.846 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=1.037
[Epoch 5][Batch 10099], Speed: 6.886 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=1.036
[Epoch 5][Batch 10199], Speed: 6.913 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=1.036
[Epoch 5][Batch 10299], Speed: 6.753 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.036
[Epoch 5][Batch 10399], Speed: 6.856 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.036
[Epoch 5][Batch 10499], Speed: 6.820 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.036
[Epoch 5][Batch 10599], Speed: 6.886 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.036
[Epoch 5][Batch 10699], Speed: 6.913 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 5][Batch 10799], Speed: 6.977 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 5][Batch 10899], Speed: 6.912 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 5][Batch 10999], Speed: 6.825 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 5][Batch 11099], Speed: 6.973 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 5][Batch 11199], Speed: 6.969 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 5][Batch 11299], Speed: 6.828 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.035
[Epoch 5][Batch 11399], Speed: 6.883 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.034
[Epoch 5][Batch 11499], Speed: 6.959 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.034
[Epoch 5][Batch 11599], Speed: 6.863 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.034
[Epoch 5][Batch 11699], Speed: 6.850 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.034
[Epoch 5][Batch 11799], Speed: 6.858 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.034
[Epoch 5][Batch 11899], Speed: 6.817 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.034
[Epoch 5][Batch 11999], Speed: 6.898 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.124,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.034
[Epoch 5][Batch 12099], Speed: 6.874 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.033
[Epoch 5][Batch 12199], Speed: 6.945 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.033
[Epoch 5][Batch 12299], Speed: 6.939 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.033
[Epoch 5][Batch 12399], Speed: 6.929 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.033
[Epoch 5][Batch 12499], Speed: 6.898 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.312,RCNNAcc=0.920,RCNNL1Loss=1.033
[Epoch 5][Batch 12599], Speed: 6.865 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.033
[Epoch 5][Batch 12699], Speed: 6.893 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 5][Batch 12799], Speed: 6.849 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 5][Batch 12899], Speed: 6.961 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 5][Batch 12999], Speed: 6.890 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 5][Batch 13099], Speed: 6.897 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 5][Batch 13199], Speed: 7.000 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 5][Batch 13299], Speed: 6.923 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 5][Batch 13399], Speed: 6.837 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.032
[Epoch 5][Batch 13499], Speed: 6.841 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.031
[Epoch 5][Batch 13599], Speed: 7.021 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.031
[Epoch 5][Batch 13699], Speed: 6.933 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.031
[Epoch 5][Batch 13799], Speed: 6.994 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.031
[Epoch 5][Batch 13899], Speed: 6.966 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.031
[Epoch 5][Batch 13999], Speed: 6.863 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.031
[Epoch 5][Batch 14099], Speed: 6.874 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.031
[Epoch 5][Batch 14199], Speed: 6.903 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.030
[Epoch 5][Batch 14299], Speed: 6.861 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.030
[Epoch 5][Batch 14399], Speed: 6.968 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.030
[Epoch 5][Batch 14499], Speed: 7.011 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.030
[Epoch 5][Batch 14599], Speed: 6.937 samples/sec, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.030
[Epoch 5] Training cost: 17025.147, RPN_Conf=0.042,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.123
[Epoch 5] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.278
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.488
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.288
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.165
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.320
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.351
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.260
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.428
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.457
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.298
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.495
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.557
person=45.9
bicycle=23.4
car=34.2
motorcycle=31.9
airplane=41.4
bus=46.8
train=44.4
truck=23.3
boat=16.4
traffic light=21.9
fire hydrant=54.0
stop sign=54.2
parking meter=32.9
bench=13.2
bird=24.5
cat=41.9
dog=36.2
horse=37.9
sheep=37.8
cow=38.1
elephant=46.9
bear=47.1
zebra=52.9
giraffe=53.8
backpack=7.6
umbrella=27.3
handbag=7.5
tie=20.2
suitcase=17.7
frisbee=49.7
skis=12.0
snowboard=10.2
sports ball=34.5
kite=28.5
baseball bat=17.3
baseball glove=25.7
skateboard=35.8
surfboard=23.3
tennis racket=33.0
bottle=30.9
wine glass=26.5
cup=31.9
fork=16.8
knife=6.5
spoon=6.9
bowl=28.2
banana=14.9
apple=11.3
sandwich=20.8
orange=24.3
broccoli=19.2
carrot=12.7
hot dog=20.6
pizza=41.3
donut=28.6
cake=23.4
chair=15.8
couch=23.9
potted plant=14.5
bed=25.8
dining table=18.0
toilet=41.0
tv=39.8
laptop=38.9
mouse=51.0
remote=16.2
keyboard=34.4
cell phone=23.9
microwave=40.4
oven=21.5
toaster=15.5
sink=25.4
refrigerator=33.5
book=10.3
clock=39.5
vase=25.6
scissors=11.7
teddy bear=31.9
hair drier=0.0
toothbrush=7.7
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=27.8
[Epoch 5] mAP 27.8 higher than current best [27.1] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 5] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0005_27.8000.params
[Epoch 6][Batch 99], Speed: 6.484 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.111,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.030
[Epoch 6][Batch 199], Speed: 6.867 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.112,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.029
[Epoch 6][Batch 299], Speed: 6.846 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.115,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.029
[Epoch 6][Batch 399], Speed: 6.941 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.117,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.029
[Epoch 6][Batch 499], Speed: 6.867 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.118,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.029
[Epoch 6][Batch 599], Speed: 6.886 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.118,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.029
[Epoch 6][Batch 699], Speed: 6.835 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.119,RPNAcc=0.981,RPNL1Loss=0.311,RCNNAcc=0.920,RCNNL1Loss=1.029
[Epoch 6][Batch 799], Speed: 6.859 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.028
[Epoch 6][Batch 899], Speed: 6.954 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.119,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.028
[Epoch 6][Batch 999], Speed: 6.838 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.028
[Epoch 6][Batch 1099], Speed: 6.879 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.028
[Epoch 6][Batch 1199], Speed: 6.804 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.028
[Epoch 6][Batch 1299], Speed: 6.873 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.028
[Epoch 6][Batch 1399], Speed: 6.944 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.119,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.027
[Epoch 6][Batch 1499], Speed: 6.944 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.027
[Epoch 6][Batch 1599], Speed: 6.928 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.027
[Epoch 6][Batch 1699], Speed: 6.902 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.027
[Epoch 6][Batch 1799], Speed: 6.852 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.027
[Epoch 6][Batch 1899], Speed: 6.850 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.027
[Epoch 6][Batch 1999], Speed: 6.883 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.027
[Epoch 6][Batch 2099], Speed: 6.943 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.026
[Epoch 6][Batch 2199], Speed: 6.801 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.026
[Epoch 6][Batch 2299], Speed: 6.920 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.026
[Epoch 6][Batch 2399], Speed: 6.860 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.026
[Epoch 6][Batch 2499], Speed: 6.910 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.026
[Epoch 6][Batch 2599], Speed: 6.875 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.026
[Epoch 6][Batch 2699], Speed: 6.864 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.025
[Epoch 6][Batch 2799], Speed: 6.955 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.025
[Epoch 6][Batch 2899], Speed: 6.951 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.025
[Epoch 6][Batch 2999], Speed: 6.999 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.025
[Epoch 6][Batch 3099], Speed: 6.975 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.025
[Epoch 6][Batch 3199], Speed: 6.971 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.025
[Epoch 6][Batch 3299], Speed: 6.924 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.025
[Epoch 6][Batch 3399], Speed: 6.930 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.024
[Epoch 6][Batch 3499], Speed: 7.006 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.310,RCNNAcc=0.920,RCNNL1Loss=1.024
[Epoch 6][Batch 3599], Speed: 6.860 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.024
[Epoch 6][Batch 3699], Speed: 6.922 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.024
[Epoch 6][Batch 3799], Speed: 6.897 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.024
[Epoch 6][Batch 3899], Speed: 6.907 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.024
[Epoch 6][Batch 3999], Speed: 6.860 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.024
[Epoch 6][Batch 4099], Speed: 6.844 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 6][Batch 4199], Speed: 6.923 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 6][Batch 4299], Speed: 6.871 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 6][Batch 4399], Speed: 6.921 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 6][Batch 4499], Speed: 6.860 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 6][Batch 4599], Speed: 6.809 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 6][Batch 4699], Speed: 6.934 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 6][Batch 4799], Speed: 6.913 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.023
[Epoch 6][Batch 4899], Speed: 6.890 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.022
[Epoch 6][Batch 4999], Speed: 6.830 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.022
[Epoch 6][Batch 5099], Speed: 6.942 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.022
[Epoch 6][Batch 5199], Speed: 6.889 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.022
[Epoch 6][Batch 5299], Speed: 6.916 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.022
[Epoch 6][Batch 5399], Speed: 6.779 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.022
[Epoch 6][Batch 5499], Speed: 6.945 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.022
[Epoch 6][Batch 5599], Speed: 6.887 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.021
[Epoch 6][Batch 5699], Speed: 6.848 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.021
[Epoch 6][Batch 5799], Speed: 6.884 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.021
[Epoch 6][Batch 5899], Speed: 6.782 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.021
[Epoch 6][Batch 5999], Speed: 6.844 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.021
[Epoch 6][Batch 6099], Speed: 6.897 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.021
[Epoch 6][Batch 6199], Speed: 6.882 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.021
[Epoch 6][Batch 6299], Speed: 6.822 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.020
[Epoch 6][Batch 6399], Speed: 6.917 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.020
[Epoch 6][Batch 6499], Speed: 6.934 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.020
[Epoch 6][Batch 6599], Speed: 6.914 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.020
[Epoch 6][Batch 6699], Speed: 6.968 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.309,RCNNAcc=0.920,RCNNL1Loss=1.020
[Epoch 6][Batch 6799], Speed: 6.906 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.020
[Epoch 6][Batch 6899], Speed: 6.851 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.020
[Epoch 6][Batch 6999], Speed: 6.807 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.019
[Epoch 6][Batch 7099], Speed: 6.790 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.019
[Epoch 6][Batch 7199], Speed: 6.788 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.019
[Epoch 6][Batch 7299], Speed: 6.838 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.019
[Epoch 6][Batch 7399], Speed: 6.860 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.019
[Epoch 6][Batch 7499], Speed: 6.861 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.019
[Epoch 6][Batch 7599], Speed: 6.883 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.019
[Epoch 6][Batch 7699], Speed: 6.923 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.019
[Epoch 6][Batch 7799], Speed: 6.923 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.018
[Epoch 6][Batch 7899], Speed: 6.851 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.018
[Epoch 6][Batch 7999], Speed: 6.917 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.018
[Epoch 6][Batch 8099], Speed: 6.827 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.018
[Epoch 6][Batch 8199], Speed: 6.902 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.018
[Epoch 6][Batch 8299], Speed: 6.842 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.018
[Epoch 6][Batch 8399], Speed: 6.902 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.018
[Epoch 6][Batch 8499], Speed: 6.920 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.018
[Epoch 6][Batch 8599], Speed: 6.842 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.981,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.017
[Epoch 6][Batch 8699], Speed: 6.868 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.017
[Epoch 6][Batch 8799], Speed: 6.915 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.017
[Epoch 6][Batch 8899], Speed: 6.927 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.017
[Epoch 6][Batch 8999], Speed: 6.875 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.017
[Epoch 6][Batch 9099], Speed: 6.918 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.017
[Epoch 6][Batch 9199], Speed: 6.833 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.017
[Epoch 6][Batch 9299], Speed: 6.880 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=1.017
[Epoch 6][Batch 9399], Speed: 6.926 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.921,RCNNL1Loss=1.017
[Epoch 6][Batch 9499], Speed: 6.856 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 6][Batch 9599], Speed: 6.887 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 6][Batch 9699], Speed: 6.888 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 6][Batch 9799], Speed: 6.828 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 6][Batch 9899], Speed: 6.844 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 6][Batch 9999], Speed: 6.845 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 6][Batch 10099], Speed: 6.867 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.308,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 6][Batch 10199], Speed: 6.824 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.016
[Epoch 6][Batch 10299], Speed: 6.926 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 10399], Speed: 6.992 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 10499], Speed: 6.871 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 10599], Speed: 6.902 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 10699], Speed: 6.647 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 10799], Speed: 6.834 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 10899], Speed: 6.948 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 10999], Speed: 6.930 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 11099], Speed: 6.953 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.015
[Epoch 6][Batch 11199], Speed: 6.904 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 6][Batch 11299], Speed: 6.965 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 6][Batch 11399], Speed: 6.917 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 6][Batch 11499], Speed: 6.865 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 6][Batch 11599], Speed: 6.868 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 6][Batch 11699], Speed: 6.879 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 6][Batch 11799], Speed: 6.846 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 6][Batch 11899], Speed: 6.874 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.014
[Epoch 6][Batch 11999], Speed: 6.977 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12099], Speed: 6.943 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12199], Speed: 6.868 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12299], Speed: 7.014 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12399], Speed: 6.960 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12499], Speed: 6.801 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12599], Speed: 6.916 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12699], Speed: 6.960 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12799], Speed: 6.868 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.013
[Epoch 6][Batch 12899], Speed: 6.877 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 6][Batch 12999], Speed: 6.925 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 6][Batch 13099], Speed: 6.968 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 6][Batch 13199], Speed: 6.944 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 6][Batch 13299], Speed: 6.933 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 6][Batch 13399], Speed: 6.859 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 6][Batch 13499], Speed: 6.954 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 6][Batch 13599], Speed: 6.942 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.012
[Epoch 6][Batch 13699], Speed: 6.901 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.307,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 13799], Speed: 6.976 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 13899], Speed: 7.002 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 13999], Speed: 6.948 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 14099], Speed: 6.779 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 14199], Speed: 6.890 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 14299], Speed: 7.025 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 14399], Speed: 6.840 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 14499], Speed: 6.875 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.011
[Epoch 6][Batch 14599], Speed: 7.006 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 6] Training cost: 17023.038, RPN_Conf=0.041,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.122
[Epoch 6] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0006_0.0000.params
[Epoch 7][Batch 99], Speed: 6.465 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.116,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 7][Batch 199], Speed: 7.019 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 7][Batch 299], Speed: 6.930 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 7][Batch 399], Speed: 6.783 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.116,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 7][Batch 499], Speed: 6.863 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 7][Batch 599], Speed: 7.022 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 7][Batch 699], Speed: 6.831 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.010
[Epoch 7][Batch 799], Speed: 6.848 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.009
[Epoch 7][Batch 899], Speed: 6.913 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.009
[Epoch 7][Batch 999], Speed: 6.858 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.009
[Epoch 7][Batch 1099], Speed: 6.880 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.009
[Epoch 7][Batch 1199], Speed: 6.859 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.009
[Epoch 7][Batch 1299], Speed: 6.875 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.009
[Epoch 7][Batch 1399], Speed: 6.976 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.009
[Epoch 7][Batch 1499], Speed: 6.972 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 1599], Speed: 6.927 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 1699], Speed: 6.892 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 1799], Speed: 6.857 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 1899], Speed: 6.928 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 1999], Speed: 6.852 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 2099], Speed: 6.965 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 2199], Speed: 6.970 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 2299], Speed: 6.910 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.306,RCNNAcc=0.921,RCNNL1Loss=1.008
[Epoch 7][Batch 2399], Speed: 6.903 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 2499], Speed: 6.902 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 2599], Speed: 6.980 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 2699], Speed: 6.886 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 2799], Speed: 6.915 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 2899], Speed: 6.950 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 2999], Speed: 6.874 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 3099], Speed: 6.873 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 3199], Speed: 6.863 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.007
[Epoch 7][Batch 3299], Speed: 6.928 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 3399], Speed: 6.894 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 3499], Speed: 6.816 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 3599], Speed: 6.958 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 3699], Speed: 6.916 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 3799], Speed: 6.938 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 3899], Speed: 6.847 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 3999], Speed: 6.789 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 4099], Speed: 6.927 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.006
[Epoch 7][Batch 4199], Speed: 6.888 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 7][Batch 4299], Speed: 6.945 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 7][Batch 4399], Speed: 6.876 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 7][Batch 4499], Speed: 6.890 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 7][Batch 4599], Speed: 6.875 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 7][Batch 4699], Speed: 6.866 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 7][Batch 4799], Speed: 6.869 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 7][Batch 4899], Speed: 7.024 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.005
[Epoch 7][Batch 4999], Speed: 6.965 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5099], Speed: 6.863 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5199], Speed: 6.920 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5299], Speed: 6.844 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5399], Speed: 6.737 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5499], Speed: 6.814 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5599], Speed: 6.842 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5699], Speed: 7.008 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5799], Speed: 7.025 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.004
[Epoch 7][Batch 5899], Speed: 6.870 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 7][Batch 5999], Speed: 6.855 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.305,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 7][Batch 6099], Speed: 6.822 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 7][Batch 6199], Speed: 6.918 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 7][Batch 6299], Speed: 6.881 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 7][Batch 6399], Speed: 6.935 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 7][Batch 6499], Speed: 6.831 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 7][Batch 6599], Speed: 6.863 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.003
[Epoch 7][Batch 6699], Speed: 6.835 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 6799], Speed: 6.907 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 6899], Speed: 6.995 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 6999], Speed: 6.864 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 7099], Speed: 6.819 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 7199], Speed: 6.950 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 7299], Speed: 6.812 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 7399], Speed: 6.987 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 7499], Speed: 6.926 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 7599], Speed: 6.941 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.002
[Epoch 7][Batch 7699], Speed: 6.988 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 7799], Speed: 6.913 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 7899], Speed: 6.935 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 7999], Speed: 6.824 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 8099], Speed: 6.908 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 8199], Speed: 6.974 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 8299], Speed: 6.876 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 8399], Speed: 6.964 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 8499], Speed: 6.865 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.001
[Epoch 7][Batch 8599], Speed: 6.829 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 8699], Speed: 6.935 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 8799], Speed: 6.970 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 8899], Speed: 6.910 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 8999], Speed: 6.920 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 9099], Speed: 6.932 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 9199], Speed: 6.897 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 9299], Speed: 6.944 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 9399], Speed: 6.970 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=1.000
[Epoch 7][Batch 9499], Speed: 6.880 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 9599], Speed: 6.844 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.304,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 9699], Speed: 6.881 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 9799], Speed: 6.925 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 9899], Speed: 6.832 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 9999], Speed: 6.866 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 10099], Speed: 6.889 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 10199], Speed: 6.997 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 10299], Speed: 6.955 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 10399], Speed: 6.823 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.999
[Epoch 7][Batch 10499], Speed: 6.933 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 10599], Speed: 6.867 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 10699], Speed: 6.850 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 10799], Speed: 7.064 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 10899], Speed: 6.913 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 10999], Speed: 6.941 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 11099], Speed: 6.937 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 11199], Speed: 6.846 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 11299], Speed: 6.872 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 11399], Speed: 6.816 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 11499], Speed: 6.894 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.998
[Epoch 7][Batch 11599], Speed: 6.778 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.997
[Epoch 7][Batch 11699], Speed: 6.887 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.997
[Epoch 7][Batch 11799], Speed: 7.003 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.997
[Epoch 7][Batch 11899], Speed: 6.818 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.997
[Epoch 7][Batch 11999], Speed: 6.872 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.997
[Epoch 7][Batch 12099], Speed: 6.891 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.997
[Epoch 7][Batch 12199], Speed: 6.956 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.997
[Epoch 7][Batch 12299], Speed: 6.958 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.997
[Epoch 7][Batch 12399], Speed: 6.897 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.997
[Epoch 7][Batch 12499], Speed: 6.998 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 12599], Speed: 6.890 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 12699], Speed: 6.931 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 12799], Speed: 6.912 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 12899], Speed: 6.879 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 12999], Speed: 6.902 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 13099], Speed: 6.915 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 13199], Speed: 6.876 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 13299], Speed: 6.842 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 13399], Speed: 6.979 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 13499], Speed: 6.935 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.996
[Epoch 7][Batch 13599], Speed: 6.973 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 13699], Speed: 6.787 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 13799], Speed: 6.903 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 13899], Speed: 6.881 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.303,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 13999], Speed: 6.885 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 14099], Speed: 6.932 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 14199], Speed: 6.841 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 14299], Speed: 6.871 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 14399], Speed: 6.948 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 14499], Speed: 6.934 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7][Batch 14599], Speed: 6.920 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.995
[Epoch 7] Training cost: 17001.355, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.120
[Epoch 7] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.285
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.493
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.294
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.327
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.359
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.264
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.436
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.466
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.310
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.506
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.564
person=47.0
bicycle=23.6
car=35.9
motorcycle=31.1
airplane=42.7
bus=50.6
train=44.3
truck=22.5
boat=17.1
traffic light=22.7
fire hydrant=53.2
stop sign=58.1
parking meter=36.1
bench=14.7
bird=25.1
cat=47.8
dog=41.0
horse=39.8
sheep=37.1
cow=38.9
elephant=49.5
bear=51.4
zebra=53.8
giraffe=53.3
backpack=10.0
umbrella=26.1
handbag=9.3
tie=22.6
suitcase=18.9
frisbee=53.7
skis=11.4
snowboard=15.0
sports ball=34.4
kite=25.6
baseball bat=18.1
baseball glove=26.3
skateboard=39.0
surfboard=18.9
tennis racket=34.9
bottle=29.9
wine glass=27.0
cup=32.8
fork=16.1
knife=8.0
spoon=9.9
bowl=30.0
banana=16.3
apple=11.8
sandwich=19.1
orange=24.2
broccoli=19.6
carrot=12.8
hot dog=14.0
pizza=40.8
donut=26.8
cake=23.6
chair=17.5
couch=30.1
potted plant=16.0
bed=27.2
dining table=19.7
toilet=37.6
tv=41.0
laptop=41.1
mouse=53.3
remote=17.3
keyboard=35.1
cell phone=23.2
microwave=36.4
oven=20.9
toaster=10.8
sink=23.6
refrigerator=34.2
book=9.8
clock=44.2
vase=26.0
scissors=11.2
teddy bear=30.4
hair drier=0.5
toothbrush=9.3
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=28.5
[Epoch 7] mAP 28.5 higher than current best [27.8] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 7] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0007_28.5000.params
[Epoch 8][Batch 99], Speed: 6.399 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.115,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 199], Speed: 6.766 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 299], Speed: 6.840 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 399], Speed: 6.857 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.114,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 499], Speed: 6.960 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.114,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 599], Speed: 6.941 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.115,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 699], Speed: 6.908 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.116,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 799], Speed: 6.903 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 899], Speed: 6.913 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.994
[Epoch 8][Batch 999], Speed: 6.957 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1099], Speed: 7.030 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1199], Speed: 6.890 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1299], Speed: 6.830 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1399], Speed: 6.855 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1499], Speed: 6.797 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1599], Speed: 6.953 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1699], Speed: 6.801 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1799], Speed: 6.980 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.993
[Epoch 8][Batch 1899], Speed: 6.874 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 1999], Speed: 6.856 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2099], Speed: 6.905 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2199], Speed: 6.911 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2299], Speed: 6.962 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2399], Speed: 6.797 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2499], Speed: 6.785 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2599], Speed: 6.833 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2699], Speed: 6.823 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2799], Speed: 6.823 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.992
[Epoch 8][Batch 2899], Speed: 6.868 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 2999], Speed: 6.885 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3099], Speed: 6.836 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3199], Speed: 6.793 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.302,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3299], Speed: 6.928 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3399], Speed: 6.806 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3499], Speed: 6.814 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3599], Speed: 6.861 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3699], Speed: 6.887 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3799], Speed: 6.901 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.991
[Epoch 8][Batch 3899], Speed: 6.881 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 3999], Speed: 6.812 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4099], Speed: 6.885 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4199], Speed: 6.902 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4299], Speed: 6.935 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4399], Speed: 6.929 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4499], Speed: 6.951 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4599], Speed: 6.798 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4699], Speed: 6.852 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4799], Speed: 6.851 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.990
[Epoch 8][Batch 4899], Speed: 6.817 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 4999], Speed: 6.838 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5099], Speed: 6.911 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5199], Speed: 6.858 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5299], Speed: 6.860 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5399], Speed: 6.973 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5499], Speed: 6.908 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5599], Speed: 6.808 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5699], Speed: 7.031 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5799], Speed: 6.861 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5899], Speed: 6.931 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 5999], Speed: 6.904 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.989
[Epoch 8][Batch 6099], Speed: 6.834 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6199], Speed: 6.916 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6299], Speed: 6.829 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6399], Speed: 6.899 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6499], Speed: 6.838 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6599], Speed: 6.743 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6699], Speed: 6.890 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6799], Speed: 6.889 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6899], Speed: 6.876 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 6999], Speed: 6.833 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 7099], Speed: 6.856 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.988
[Epoch 8][Batch 7199], Speed: 6.910 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 7299], Speed: 6.866 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 7399], Speed: 6.778 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 7499], Speed: 6.986 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.301,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 7599], Speed: 6.853 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 7699], Speed: 6.830 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 7799], Speed: 6.821 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 7899], Speed: 6.805 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 7999], Speed: 6.900 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 8099], Speed: 6.791 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 8199], Speed: 6.838 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 8299], Speed: 6.910 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.987
[Epoch 8][Batch 8399], Speed: 6.855 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 8499], Speed: 6.839 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 8599], Speed: 6.851 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 8699], Speed: 6.819 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 8799], Speed: 6.955 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 8899], Speed: 6.913 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 8999], Speed: 6.806 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 9099], Speed: 6.790 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 9199], Speed: 6.858 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 9299], Speed: 6.891 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 9399], Speed: 6.845 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.986
[Epoch 8][Batch 9499], Speed: 6.912 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 9599], Speed: 6.919 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 9699], Speed: 6.804 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 9799], Speed: 6.891 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 9899], Speed: 6.872 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 9999], Speed: 6.832 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 10099], Speed: 6.853 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 10199], Speed: 6.880 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 10299], Speed: 6.836 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 10399], Speed: 6.793 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 10499], Speed: 6.875 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 10599], Speed: 6.955 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.985
[Epoch 8][Batch 10699], Speed: 6.859 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 10799], Speed: 6.961 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 10899], Speed: 6.833 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 10999], Speed: 6.870 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11099], Speed: 6.755 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11199], Speed: 6.909 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11299], Speed: 6.885 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11399], Speed: 6.889 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11499], Speed: 6.884 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11599], Speed: 6.962 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11699], Speed: 6.949 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11799], Speed: 6.806 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.984
[Epoch 8][Batch 11899], Speed: 6.862 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 11999], Speed: 6.820 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12099], Speed: 6.880 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12199], Speed: 6.887 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12299], Speed: 6.829 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12399], Speed: 6.705 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12499], Speed: 6.908 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12599], Speed: 6.906 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.300,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12699], Speed: 6.825 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12799], Speed: 6.951 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12899], Speed: 6.896 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 12999], Speed: 6.910 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.983
[Epoch 8][Batch 13099], Speed: 6.801 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13199], Speed: 6.951 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13299], Speed: 6.832 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13399], Speed: 6.845 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13499], Speed: 6.869 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13599], Speed: 6.801 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13699], Speed: 6.906 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13799], Speed: 6.846 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13899], Speed: 6.868 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 13999], Speed: 7.041 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 14099], Speed: 6.820 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 14199], Speed: 6.952 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 14299], Speed: 6.849 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.982
[Epoch 8][Batch 14399], Speed: 6.925 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 8][Batch 14499], Speed: 6.939 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 8][Batch 14599], Speed: 6.873 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.119,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 8] Training cost: 17073.697, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.119
[Epoch 8] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0008_0.0000.params
[Epoch 9][Batch 99], Speed: 6.385 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 9][Batch 199], Speed: 6.896 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 9][Batch 299], Speed: 6.892 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 9][Batch 399], Speed: 6.865 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 9][Batch 499], Speed: 6.822 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 9][Batch 599], Speed: 6.908 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 9][Batch 699], Speed: 6.853 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.981
[Epoch 9][Batch 799], Speed: 6.933 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 899], Speed: 6.814 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.116,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 999], Speed: 6.834 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1099], Speed: 6.906 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1199], Speed: 6.778 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1299], Speed: 6.937 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1399], Speed: 6.918 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1499], Speed: 6.867 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1599], Speed: 6.927 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1699], Speed: 6.938 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1799], Speed: 6.946 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.980
[Epoch 9][Batch 1899], Speed: 6.985 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 1999], Speed: 6.973 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2099], Speed: 6.813 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2199], Speed: 6.904 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2299], Speed: 6.922 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2399], Speed: 6.929 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2499], Speed: 6.879 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.299,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2599], Speed: 6.908 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2699], Speed: 6.917 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2799], Speed: 6.876 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2899], Speed: 6.895 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 2999], Speed: 6.927 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.979
[Epoch 9][Batch 3099], Speed: 6.829 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3199], Speed: 6.966 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3299], Speed: 6.910 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3399], Speed: 6.837 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3499], Speed: 6.836 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3599], Speed: 6.723 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3699], Speed: 6.744 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3799], Speed: 6.806 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3899], Speed: 6.876 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 3999], Speed: 6.788 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 4099], Speed: 6.902 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.978
[Epoch 9][Batch 4199], Speed: 6.934 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 4299], Speed: 6.805 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 4399], Speed: 6.878 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 4499], Speed: 6.939 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 4599], Speed: 6.843 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 4699], Speed: 6.798 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 4799], Speed: 6.910 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 4899], Speed: 6.829 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 4999], Speed: 6.910 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 5099], Speed: 6.801 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 5199], Speed: 6.813 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 5299], Speed: 6.847 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.977
[Epoch 9][Batch 5399], Speed: 6.935 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.976
[Epoch 9][Batch 5499], Speed: 6.856 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 5599], Speed: 6.917 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 5699], Speed: 6.896 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 5799], Speed: 6.855 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 5899], Speed: 6.845 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 5999], Speed: 6.809 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 6099], Speed: 6.908 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 6199], Speed: 6.906 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 6299], Speed: 6.841 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 6399], Speed: 6.863 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 6499], Speed: 6.902 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 6599], Speed: 6.923 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.976
[Epoch 9][Batch 6699], Speed: 6.878 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 6799], Speed: 7.036 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 6899], Speed: 6.883 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 6999], Speed: 6.808 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7099], Speed: 6.795 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7199], Speed: 6.885 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7299], Speed: 6.826 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7399], Speed: 6.854 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.298,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7499], Speed: 6.858 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7599], Speed: 6.901 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7699], Speed: 6.870 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7799], Speed: 6.833 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7899], Speed: 6.874 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.975
[Epoch 9][Batch 7999], Speed: 6.869 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8099], Speed: 6.838 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8199], Speed: 6.843 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8299], Speed: 6.888 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8399], Speed: 6.906 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8499], Speed: 6.804 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8599], Speed: 6.881 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8699], Speed: 6.953 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8799], Speed: 6.890 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8899], Speed: 6.876 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 8999], Speed: 6.851 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 9099], Speed: 6.909 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 9199], Speed: 6.840 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.974
[Epoch 9][Batch 9299], Speed: 6.860 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 9399], Speed: 6.962 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 9499], Speed: 6.908 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 9599], Speed: 6.929 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 9699], Speed: 6.873 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 9799], Speed: 6.953 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 9899], Speed: 6.885 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 9999], Speed: 6.859 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 10099], Speed: 6.823 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 10199], Speed: 6.855 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 10299], Speed: 6.904 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 10399], Speed: 6.946 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 10499], Speed: 6.883 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 10599], Speed: 6.881 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.973
[Epoch 9][Batch 10699], Speed: 6.841 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 10799], Speed: 6.881 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 10899], Speed: 6.943 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 10999], Speed: 6.852 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11099], Speed: 6.821 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11199], Speed: 6.904 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11299], Speed: 6.854 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11399], Speed: 6.836 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11499], Speed: 6.852 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.982,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11599], Speed: 6.805 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11699], Speed: 6.823 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11799], Speed: 6.947 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11899], Speed: 6.795 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 11999], Speed: 6.853 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.972
[Epoch 9][Batch 12099], Speed: 6.912 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12199], Speed: 6.909 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12299], Speed: 6.946 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12399], Speed: 6.962 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12499], Speed: 6.905 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12599], Speed: 6.828 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12699], Speed: 6.842 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12799], Speed: 6.798 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12899], Speed: 6.942 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 12999], Speed: 6.881 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.297,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 13099], Speed: 6.945 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 13199], Speed: 6.679 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 13299], Speed: 6.846 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 13399], Speed: 6.937 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.971
[Epoch 9][Batch 13499], Speed: 6.932 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 13599], Speed: 6.829 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 13699], Speed: 6.902 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 13799], Speed: 6.759 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 13899], Speed: 6.799 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 13999], Speed: 6.942 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 14099], Speed: 6.923 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 14199], Speed: 6.933 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 14299], Speed: 6.785 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 14399], Speed: 6.858 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 14499], Speed: 6.855 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9][Batch 14599], Speed: 6.847 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 9] Training cost: 17068.506, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.118
[Epoch 9] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.292
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.499
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.306
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.182
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.328
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.366
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.269
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.433
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.460
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.295
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.500
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.572
person=48.4
bicycle=20.9
car=37.8
motorcycle=30.5
airplane=43.5
bus=50.7
train=42.9
truck=22.0
boat=17.8
traffic light=23.0
fire hydrant=53.8
stop sign=56.2
parking meter=32.8
bench=15.3
bird=24.8
cat=48.0
dog=40.9
horse=42.6
sheep=33.8
cow=38.1
elephant=45.3
bear=45.9
zebra=53.8
giraffe=55.0
backpack=9.6
umbrella=28.7
handbag=10.6
tie=24.8
suitcase=20.8
frisbee=52.4
skis=11.2
snowboard=17.3
sports ball=35.4
kite=28.2
baseball bat=16.2
baseball glove=28.5
skateboard=35.0
surfboard=25.3
tennis racket=33.0
bottle=32.2
wine glass=26.8
cup=34.8
fork=18.8
knife=9.4
spoon=8.9
bowl=33.0
banana=17.2
apple=13.8
sandwich=23.4
orange=17.9
broccoli=16.0
carrot=13.4
hot dog=20.8
pizza=42.7
donut=32.3
cake=26.0
chair=17.5
couch=26.1
potted plant=17.5
bed=28.3
dining table=20.0
toilet=41.9
tv=42.2
laptop=43.6
mouse=47.3
remote=17.1
keyboard=38.2
cell phone=23.4
microwave=40.1
oven=23.2
toaster=19.8
sink=25.4
refrigerator=34.3
book=10.5
clock=42.5
vase=29.1
scissors=14.9
teddy bear=30.3
hair drier=0.8
toothbrush=12.1
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=29.2
[Epoch 9] mAP 29.2 higher than current best [28.5] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 9] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0009_29.2000.params
[Epoch 10][Batch 99], Speed: 6.522 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 10][Batch 199], Speed: 6.959 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.119,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.970
[Epoch 10][Batch 299], Speed: 6.901 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 399], Speed: 6.890 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.118,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 499], Speed: 6.858 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 599], Speed: 6.942 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 699], Speed: 6.849 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 799], Speed: 6.871 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 899], Speed: 6.811 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 999], Speed: 6.856 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 1099], Speed: 6.913 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 1199], Speed: 6.932 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 1299], Speed: 6.916 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 1399], Speed: 6.863 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 1499], Speed: 7.008 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.969
[Epoch 10][Batch 1599], Speed: 6.850 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 1699], Speed: 6.930 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 1799], Speed: 6.873 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 1899], Speed: 6.853 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 1999], Speed: 6.900 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 2099], Speed: 6.802 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 2199], Speed: 6.856 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 2299], Speed: 6.903 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 2399], Speed: 6.886 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 2499], Speed: 6.868 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 2599], Speed: 6.916 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 2699], Speed: 6.934 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.968
[Epoch 10][Batch 2799], Speed: 6.834 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 2899], Speed: 6.909 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 2999], Speed: 6.860 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3099], Speed: 6.890 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3199], Speed: 6.860 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3299], Speed: 6.802 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3399], Speed: 6.867 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3499], Speed: 6.881 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.296,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3599], Speed: 6.804 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3699], Speed: 6.945 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3799], Speed: 6.884 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3899], Speed: 6.895 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 3999], Speed: 6.837 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 4099], Speed: 6.945 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.967
[Epoch 10][Batch 4199], Speed: 6.778 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 4299], Speed: 6.818 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 4399], Speed: 6.805 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 4499], Speed: 6.884 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 4599], Speed: 6.818 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 4699], Speed: 6.916 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 4799], Speed: 6.867 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 4899], Speed: 6.905 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 4999], Speed: 6.959 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 5099], Speed: 6.892 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 5199], Speed: 6.927 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 5299], Speed: 6.810 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 5399], Speed: 6.856 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 5499], Speed: 6.879 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.966
[Epoch 10][Batch 5599], Speed: 6.912 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 5699], Speed: 6.915 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 5799], Speed: 6.830 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 5899], Speed: 6.904 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 5999], Speed: 6.869 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6099], Speed: 7.056 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6199], Speed: 6.871 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6299], Speed: 6.840 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6399], Speed: 6.858 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6499], Speed: 6.859 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6599], Speed: 6.971 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6699], Speed: 6.811 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6799], Speed: 6.937 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6899], Speed: 6.835 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 6999], Speed: 6.842 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.965
[Epoch 10][Batch 7099], Speed: 6.777 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7199], Speed: 6.845 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7299], Speed: 6.756 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7399], Speed: 6.821 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7499], Speed: 6.851 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7599], Speed: 6.849 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7699], Speed: 6.880 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7799], Speed: 6.785 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7899], Speed: 6.998 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 7999], Speed: 6.881 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 8099], Speed: 6.761 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 8199], Speed: 6.910 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 8299], Speed: 6.861 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 8399], Speed: 6.873 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 8499], Speed: 6.840 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.964
[Epoch 10][Batch 8599], Speed: 6.861 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 8699], Speed: 6.841 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 8799], Speed: 6.903 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 8899], Speed: 6.882 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 8999], Speed: 6.883 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9099], Speed: 6.849 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9199], Speed: 6.918 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9299], Speed: 6.936 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9399], Speed: 6.824 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.295,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9499], Speed: 6.820 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9599], Speed: 7.005 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9699], Speed: 6.864 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9799], Speed: 6.848 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9899], Speed: 6.885 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 9999], Speed: 6.808 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 10099], Speed: 6.807 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 10199], Speed: 6.830 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.963
[Epoch 10][Batch 10299], Speed: 6.858 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 10399], Speed: 6.893 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 10499], Speed: 6.944 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 10599], Speed: 6.975 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 10699], Speed: 6.937 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 10799], Speed: 6.894 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 10899], Speed: 6.852 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 10999], Speed: 6.959 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 11099], Speed: 6.921 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 11199], Speed: 6.868 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 11299], Speed: 6.893 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 11399], Speed: 6.818 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 11499], Speed: 6.867 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 11599], Speed: 6.881 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 11699], Speed: 6.911 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.962
[Epoch 10][Batch 11799], Speed: 6.857 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 11899], Speed: 6.960 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 11999], Speed: 6.925 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12099], Speed: 6.866 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12199], Speed: 6.935 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12299], Speed: 6.818 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12399], Speed: 6.862 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12499], Speed: 6.924 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12599], Speed: 6.861 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12699], Speed: 6.983 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12799], Speed: 6.866 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12899], Speed: 6.752 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 12999], Speed: 6.904 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 13099], Speed: 6.903 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 13199], Speed: 6.722 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 13299], Speed: 6.965 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 13399], Speed: 6.834 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.961
[Epoch 10][Batch 13499], Speed: 6.774 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 13599], Speed: 6.823 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 13699], Speed: 6.898 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 13799], Speed: 6.815 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 13899], Speed: 6.974 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 13999], Speed: 6.755 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 14099], Speed: 6.846 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 14199], Speed: 6.962 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 14299], Speed: 6.894 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 14399], Speed: 6.946 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 14499], Speed: 6.902 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10][Batch 14599], Speed: 6.948 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 10] Training cost: 17059.577, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.117
[Epoch 10] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0010_0.0000.params
[Epoch 11][Batch 99], Speed: 6.469 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.123,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 11][Batch 199], Speed: 6.972 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 11][Batch 299], Speed: 6.840 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.960
[Epoch 11][Batch 399], Speed: 6.841 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 499], Speed: 6.995 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 599], Speed: 6.807 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 699], Speed: 6.966 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 799], Speed: 6.918 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 899], Speed: 6.933 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 999], Speed: 6.884 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 1099], Speed: 6.901 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.294,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 1199], Speed: 6.847 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 1299], Speed: 6.918 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 1399], Speed: 6.786 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 1499], Speed: 6.893 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 1599], Speed: 6.866 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 1699], Speed: 6.962 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.959
[Epoch 11][Batch 1799], Speed: 6.933 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 1899], Speed: 6.861 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 1999], Speed: 6.920 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2099], Speed: 6.858 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2199], Speed: 6.900 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2299], Speed: 6.820 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2399], Speed: 6.800 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2499], Speed: 6.904 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2599], Speed: 6.883 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2699], Speed: 6.883 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2799], Speed: 6.797 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2899], Speed: 6.955 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 2999], Speed: 6.924 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 3099], Speed: 6.908 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 3199], Speed: 6.819 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.958
[Epoch 11][Batch 3299], Speed: 6.798 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 3399], Speed: 6.750 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 3499], Speed: 6.765 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 3599], Speed: 6.828 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 3699], Speed: 6.900 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 3799], Speed: 6.955 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 3899], Speed: 6.896 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 3999], Speed: 6.893 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4099], Speed: 7.041 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4199], Speed: 6.902 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4299], Speed: 6.808 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4399], Speed: 6.862 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4499], Speed: 6.981 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4599], Speed: 6.917 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4699], Speed: 6.895 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4799], Speed: 6.866 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.957
[Epoch 11][Batch 4899], Speed: 6.872 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 4999], Speed: 6.849 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5099], Speed: 6.828 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5199], Speed: 6.843 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5299], Speed: 6.894 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5399], Speed: 6.932 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5499], Speed: 6.844 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5599], Speed: 6.940 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5699], Speed: 6.864 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5799], Speed: 6.865 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5899], Speed: 6.898 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 5999], Speed: 6.863 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 6099], Speed: 6.840 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.956
[Epoch 11][Batch 6199], Speed: 6.854 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.956
[Epoch 11][Batch 6299], Speed: 6.834 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.956
[Epoch 11][Batch 6399], Speed: 6.890 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.956
[Epoch 11][Batch 6499], Speed: 6.858 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 6599], Speed: 6.881 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 6699], Speed: 6.904 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 6799], Speed: 6.968 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 6899], Speed: 6.943 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 6999], Speed: 6.994 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7099], Speed: 6.988 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7199], Speed: 6.852 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7299], Speed: 6.899 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.293,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7399], Speed: 7.090 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7499], Speed: 6.959 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7599], Speed: 6.896 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7699], Speed: 6.866 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7799], Speed: 6.964 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7899], Speed: 6.917 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 7999], Speed: 6.927 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 8099], Speed: 6.915 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 8199], Speed: 7.006 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.955
[Epoch 11][Batch 8299], Speed: 6.925 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 8399], Speed: 6.880 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 8499], Speed: 6.947 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 8599], Speed: 6.973 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 8699], Speed: 6.960 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 8799], Speed: 6.953 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 8899], Speed: 6.939 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 8999], Speed: 6.930 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9099], Speed: 6.922 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9199], Speed: 6.947 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9299], Speed: 6.891 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9399], Speed: 6.999 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9499], Speed: 6.849 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9599], Speed: 6.987 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9699], Speed: 6.970 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9799], Speed: 6.966 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9899], Speed: 7.023 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.954
[Epoch 11][Batch 9999], Speed: 6.978 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10099], Speed: 6.910 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10199], Speed: 6.962 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10299], Speed: 6.977 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10399], Speed: 6.980 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10499], Speed: 6.995 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10599], Speed: 7.036 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10699], Speed: 6.999 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10799], Speed: 6.974 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10899], Speed: 6.938 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 10999], Speed: 6.934 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 11099], Speed: 7.012 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 11199], Speed: 6.953 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 11299], Speed: 6.953 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 11399], Speed: 6.978 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 11499], Speed: 6.948 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 11599], Speed: 6.889 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 11699], Speed: 6.966 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.953
[Epoch 11][Batch 11799], Speed: 6.985 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 11899], Speed: 6.932 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 11999], Speed: 6.993 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12099], Speed: 6.860 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12199], Speed: 7.040 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12299], Speed: 6.930 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12399], Speed: 6.923 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12499], Speed: 7.010 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12599], Speed: 6.880 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12699], Speed: 7.016 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12799], Speed: 7.009 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12899], Speed: 6.911 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 12999], Speed: 6.886 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 13099], Speed: 7.007 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 13199], Speed: 6.974 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 13299], Speed: 7.030 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 13399], Speed: 6.873 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 13499], Speed: 6.969 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 13599], Speed: 6.902 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.952
[Epoch 11][Batch 13699], Speed: 6.994 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 13799], Speed: 7.031 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 13899], Speed: 6.856 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 13999], Speed: 6.944 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 14099], Speed: 6.989 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 14199], Speed: 6.936 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 14299], Speed: 6.952 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 14399], Speed: 6.919 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 14499], Speed: 7.033 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.292,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11][Batch 14599], Speed: 6.867 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 11] Training cost: 16956.239, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116
[Epoch 11] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.297
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.504
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.312
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.181
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.334
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.381
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.268
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.437
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.465
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.303
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.504
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.567
person=48.4
bicycle=25.0
car=37.2
motorcycle=34.6
airplane=50.6
bus=50.8
train=44.0
truck=23.9
boat=17.2
traffic light=24.0
fire hydrant=55.0
stop sign=57.2
parking meter=36.3
bench=14.3
bird=26.6
cat=46.1
dog=36.9
horse=43.4
sheep=34.1
cow=43.6
elephant=41.7
bear=53.2
zebra=52.9
giraffe=56.4
backpack=7.5
umbrella=29.2
handbag=8.8
tie=23.9
suitcase=23.8
frisbee=50.7
skis=13.5
snowboard=17.3
sports ball=33.9
kite=27.5
baseball bat=18.0
baseball glove=25.1
skateboard=38.5
surfboard=24.9
tennis racket=36.2
bottle=32.4
wine glass=27.1
cup=34.3
fork=21.2
knife=7.2
spoon=9.6
bowl=32.5
banana=17.3
apple=11.8
sandwich=23.6
orange=22.5
broccoli=17.5
carrot=13.7
hot dog=22.6
pizza=40.0
donut=32.8
cake=24.1
chair=18.1
couch=28.0
potted plant=17.5
bed=28.8
dining table=21.2
toilet=44.4
tv=42.1
laptop=47.7
mouse=52.8
remote=20.9
keyboard=33.5
cell phone=24.3
microwave=41.9
oven=22.0
toaster=12.1
sink=24.7
refrigerator=37.1
book=10.8
clock=44.5
vase=26.8
scissors=14.5
teddy bear=31.6
hair drier=0.0
toothbrush=11.5
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=29.7
[Epoch 11] mAP 29.7 higher than current best [29.2] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 11] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0011_29.7000.params
[Epoch 12][Batch 99], Speed: 6.554 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 12][Batch 199], Speed: 7.053 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 12][Batch 299], Speed: 7.035 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 12][Batch 399], Speed: 6.880 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 12][Batch 499], Speed: 6.862 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 12][Batch 599], Speed: 6.961 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 12][Batch 699], Speed: 7.003 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.951
[Epoch 12][Batch 799], Speed: 6.954 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 899], Speed: 7.095 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 999], Speed: 7.000 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1099], Speed: 7.013 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1199], Speed: 6.936 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1299], Speed: 6.940 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1399], Speed: 6.953 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1499], Speed: 7.024 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1599], Speed: 6.909 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1699], Speed: 6.995 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1799], Speed: 7.011 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1899], Speed: 6.976 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 1999], Speed: 6.916 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 2099], Speed: 6.934 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 2199], Speed: 6.915 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 2299], Speed: 7.034 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.950
[Epoch 12][Batch 2399], Speed: 7.010 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 2499], Speed: 6.974 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 2599], Speed: 6.967 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 2699], Speed: 7.025 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 2799], Speed: 6.916 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 2899], Speed: 6.990 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 2999], Speed: 7.036 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3099], Speed: 6.988 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3199], Speed: 6.971 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3299], Speed: 6.973 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3399], Speed: 6.941 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3499], Speed: 7.030 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3599], Speed: 6.974 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3699], Speed: 6.911 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3799], Speed: 7.001 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3899], Speed: 6.872 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 3999], Speed: 6.982 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.949
[Epoch 12][Batch 4099], Speed: 6.933 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4199], Speed: 6.917 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4299], Speed: 6.946 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4399], Speed: 6.989 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4499], Speed: 6.960 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4599], Speed: 6.936 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4699], Speed: 7.010 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4799], Speed: 7.080 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4899], Speed: 6.924 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 4999], Speed: 7.088 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5099], Speed: 6.943 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5199], Speed: 6.880 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5299], Speed: 6.950 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5399], Speed: 6.935 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5499], Speed: 6.974 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5599], Speed: 7.000 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5699], Speed: 6.949 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5799], Speed: 6.954 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5899], Speed: 6.994 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.948
[Epoch 12][Batch 5999], Speed: 6.925 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6099], Speed: 6.977 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6199], Speed: 7.017 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6299], Speed: 6.920 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6399], Speed: 6.966 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6499], Speed: 6.925 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6599], Speed: 6.952 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6699], Speed: 6.920 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6799], Speed: 6.924 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6899], Speed: 6.949 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.291,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 6999], Speed: 7.037 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7099], Speed: 6.954 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7199], Speed: 6.884 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7299], Speed: 6.934 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7399], Speed: 7.028 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7499], Speed: 6.981 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7599], Speed: 6.940 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7699], Speed: 6.947 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7799], Speed: 7.020 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.947
[Epoch 12][Batch 7899], Speed: 6.959 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 7999], Speed: 7.018 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8099], Speed: 6.886 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8199], Speed: 6.909 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8299], Speed: 6.929 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8399], Speed: 7.021 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8499], Speed: 6.994 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8599], Speed: 6.952 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8699], Speed: 7.028 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8799], Speed: 6.988 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8899], Speed: 7.002 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 8999], Speed: 6.886 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 9099], Speed: 6.923 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 9199], Speed: 7.002 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 9299], Speed: 6.958 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 9399], Speed: 6.999 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 9499], Speed: 6.968 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 9599], Speed: 7.019 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 9699], Speed: 6.937 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.946
[Epoch 12][Batch 9799], Speed: 6.914 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 9899], Speed: 6.903 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 9999], Speed: 6.962 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10099], Speed: 6.862 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10199], Speed: 6.981 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10299], Speed: 7.046 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10399], Speed: 6.850 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10499], Speed: 6.982 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10599], Speed: 6.870 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10699], Speed: 6.989 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10799], Speed: 6.863 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10899], Speed: 7.001 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 10999], Speed: 6.939 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 11099], Speed: 6.964 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 11199], Speed: 6.916 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 11299], Speed: 6.985 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 11399], Speed: 6.956 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 11499], Speed: 6.957 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 11599], Speed: 6.944 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 11699], Speed: 7.020 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.945
[Epoch 12][Batch 11799], Speed: 6.927 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 11899], Speed: 6.964 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 11999], Speed: 6.948 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12099], Speed: 6.855 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12199], Speed: 6.946 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12299], Speed: 6.860 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12399], Speed: 6.955 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12499], Speed: 6.979 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12599], Speed: 6.914 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12699], Speed: 6.985 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12799], Speed: 6.877 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12899], Speed: 6.902 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 12999], Speed: 6.845 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13099], Speed: 6.934 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13199], Speed: 7.045 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13299], Speed: 6.901 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13399], Speed: 6.920 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13499], Speed: 6.947 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13599], Speed: 6.960 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13699], Speed: 6.997 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13799], Speed: 6.956 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.944
[Epoch 12][Batch 13899], Speed: 6.978 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 12][Batch 13999], Speed: 6.980 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 12][Batch 14099], Speed: 7.017 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 12][Batch 14199], Speed: 7.047 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 12][Batch 14299], Speed: 7.011 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 12][Batch 14399], Speed: 6.898 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 12][Batch 14499], Speed: 6.961 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 12][Batch 14599], Speed: 7.001 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.290,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 12] Training cost: 16854.654, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.116
[Epoch 12] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0012_0.0000.params
[Epoch 13][Batch 99], Speed: 6.491 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 199], Speed: 6.958 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 299], Speed: 6.988 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 399], Speed: 6.892 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 499], Speed: 7.067 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 599], Speed: 7.002 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 699], Speed: 6.845 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 799], Speed: 6.872 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 899], Speed: 6.950 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 999], Speed: 6.924 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 1099], Speed: 6.923 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.943
[Epoch 13][Batch 1199], Speed: 6.987 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 1299], Speed: 6.965 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 1399], Speed: 6.895 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 1499], Speed: 6.919 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 1599], Speed: 7.062 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 1699], Speed: 6.935 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 1799], Speed: 6.955 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 1899], Speed: 6.977 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 1999], Speed: 6.958 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2099], Speed: 6.970 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2199], Speed: 7.018 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2299], Speed: 6.946 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2399], Speed: 7.016 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2499], Speed: 6.956 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2599], Speed: 6.966 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2699], Speed: 6.792 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2799], Speed: 6.965 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2899], Speed: 7.034 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 2999], Speed: 6.947 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.942
[Epoch 13][Batch 3099], Speed: 6.890 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3199], Speed: 6.950 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3299], Speed: 6.893 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3399], Speed: 6.924 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3499], Speed: 6.946 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3599], Speed: 6.937 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3699], Speed: 7.033 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3799], Speed: 6.917 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3899], Speed: 6.933 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 3999], Speed: 6.890 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4099], Speed: 6.894 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4199], Speed: 6.964 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4299], Speed: 7.000 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4399], Speed: 6.949 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4499], Speed: 7.085 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4599], Speed: 7.004 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4699], Speed: 6.946 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4799], Speed: 6.850 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4899], Speed: 6.936 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 4999], Speed: 6.977 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 5099], Speed: 6.981 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.941
[Epoch 13][Batch 5199], Speed: 6.908 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 5299], Speed: 6.962 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 5399], Speed: 6.942 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 5499], Speed: 7.010 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 5599], Speed: 6.974 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 5699], Speed: 7.013 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 5799], Speed: 6.957 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 5899], Speed: 6.915 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 5999], Speed: 6.904 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6099], Speed: 6.952 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6199], Speed: 7.027 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6299], Speed: 7.013 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6399], Speed: 7.057 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6499], Speed: 6.994 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6599], Speed: 6.961 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6699], Speed: 6.977 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6799], Speed: 6.916 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6899], Speed: 6.917 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 6999], Speed: 7.005 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 7099], Speed: 6.922 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 7199], Speed: 6.946 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.940
[Epoch 13][Batch 7299], Speed: 6.988 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 7399], Speed: 6.957 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 7499], Speed: 6.997 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 7599], Speed: 6.872 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 7699], Speed: 6.971 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 7799], Speed: 6.914 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 7899], Speed: 6.976 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 7999], Speed: 6.960 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8099], Speed: 6.937 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8199], Speed: 6.846 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8299], Speed: 7.019 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8399], Speed: 6.947 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8499], Speed: 6.985 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8599], Speed: 6.939 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8699], Speed: 6.889 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8799], Speed: 6.878 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8899], Speed: 6.961 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 8999], Speed: 6.933 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 9099], Speed: 6.990 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 9199], Speed: 7.018 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 9299], Speed: 6.946 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 9399], Speed: 6.851 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 9499], Speed: 6.962 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.939
[Epoch 13][Batch 9599], Speed: 6.972 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 9699], Speed: 6.926 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 9799], Speed: 6.968 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 9899], Speed: 6.959 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 9999], Speed: 6.935 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10099], Speed: 7.024 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10199], Speed: 6.885 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10299], Speed: 6.978 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10399], Speed: 6.925 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10499], Speed: 6.943 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10599], Speed: 7.036 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10699], Speed: 7.009 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10799], Speed: 6.941 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10899], Speed: 6.893 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 10999], Speed: 6.945 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 11099], Speed: 7.000 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 11199], Speed: 7.011 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 11299], Speed: 6.962 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 11399], Speed: 6.951 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 11499], Speed: 6.812 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 11599], Speed: 6.967 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 11699], Speed: 7.011 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.938
[Epoch 13][Batch 11799], Speed: 7.004 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 11899], Speed: 6.926 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 11999], Speed: 6.963 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12099], Speed: 6.940 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12199], Speed: 6.913 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12299], Speed: 6.905 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12399], Speed: 6.986 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12499], Speed: 6.925 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12599], Speed: 6.819 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12699], Speed: 6.925 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12799], Speed: 6.979 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12899], Speed: 6.971 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 12999], Speed: 6.868 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13099], Speed: 6.855 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13199], Speed: 7.000 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13299], Speed: 6.913 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13399], Speed: 7.006 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13499], Speed: 6.987 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13599], Speed: 7.099 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13699], Speed: 6.866 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13799], Speed: 7.013 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13899], Speed: 7.040 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 13999], Speed: 6.933 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 14099], Speed: 6.947 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.937
[Epoch 13][Batch 14199], Speed: 6.944 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 13][Batch 14299], Speed: 7.115 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 13][Batch 14399], Speed: 7.030 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 13][Batch 14499], Speed: 7.047 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 13][Batch 14599], Speed: 6.977 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 13] Training cost: 16868.289, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115
[Epoch 13] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.304
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.512
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.320
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.182
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.341
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.380
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.274
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.440
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.467
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.297
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.501
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.572
person=48.5
bicycle=25.4
car=38.6
motorcycle=34.7
airplane=47.7
bus=50.0
train=48.8
truck=25.1
boat=19.2
traffic light=21.2
fire hydrant=55.3
stop sign=59.0
parking meter=38.8
bench=15.6
bird=23.8
cat=48.9
dog=39.3
horse=43.0
sheep=35.5
cow=42.1
elephant=48.7
bear=50.0
zebra=55.1
giraffe=55.2
backpack=11.0
umbrella=29.8
handbag=9.5
tie=24.4
suitcase=22.4
frisbee=50.2
skis=15.8
snowboard=20.4
sports ball=34.6
kite=30.3
baseball bat=20.1
baseball glove=26.3
skateboard=37.9
surfboard=23.4
tennis racket=34.9
bottle=31.3
wine glass=28.0
cup=32.4
fork=23.0
knife=8.7
spoon=8.5
bowl=30.6
banana=14.9
apple=12.2
sandwich=21.2
orange=23.3
broccoli=15.5
carrot=14.4
hot dog=21.4
pizza=40.6
donut=31.3
cake=25.7
chair=18.7
couch=28.5
potted plant=17.7
bed=30.1
dining table=20.5
toilet=47.4
tv=43.6
laptop=48.4
mouse=53.7
remote=19.3
keyboard=35.7
cell phone=26.3
microwave=41.0
oven=20.7
toaster=24.1
sink=28.0
refrigerator=38.3
book=11.2
clock=45.2
vase=29.4
scissors=16.8
teddy bear=29.4
hair drier=1.0
toothbrush=11.5
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=30.4
[Epoch 13] mAP 30.4 higher than current best [29.7] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 13] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0013_30.4000.params
[Epoch 14][Batch 99], Speed: 6.552 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 199], Speed: 7.011 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 299], Speed: 6.946 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 399], Speed: 6.964 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 499], Speed: 6.888 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 599], Speed: 6.947 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 699], Speed: 6.890 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 799], Speed: 6.945 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 899], Speed: 6.932 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 999], Speed: 6.927 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 1099], Speed: 6.893 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.936
[Epoch 14][Batch 1199], Speed: 6.865 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.925,RCNNL1Loss=0.936
[Epoch 14][Batch 1299], Speed: 6.991 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.925,RCNNL1Loss=0.936
[Epoch 14][Batch 1399], Speed: 6.950 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.925,RCNNL1Loss=0.936
[Epoch 14][Batch 1499], Speed: 7.002 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.925,RCNNL1Loss=0.936
[Epoch 14][Batch 1599], Speed: 7.002 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 1699], Speed: 6.969 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 1799], Speed: 6.966 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 1899], Speed: 7.040 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.288,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 1999], Speed: 6.948 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2099], Speed: 6.988 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2199], Speed: 6.952 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2299], Speed: 6.976 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2399], Speed: 6.887 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2499], Speed: 6.969 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2599], Speed: 6.953 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2699], Speed: 7.060 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2799], Speed: 6.868 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2899], Speed: 7.001 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 2999], Speed: 6.930 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 3099], Speed: 6.982 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 3199], Speed: 6.960 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 3299], Speed: 6.948 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 3399], Speed: 6.949 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 3499], Speed: 6.942 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 3599], Speed: 6.968 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 3699], Speed: 6.939 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.935
[Epoch 14][Batch 3799], Speed: 7.036 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 3899], Speed: 6.892 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 3999], Speed: 6.911 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4099], Speed: 6.951 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4199], Speed: 6.903 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4299], Speed: 7.011 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4399], Speed: 6.955 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4499], Speed: 6.965 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4599], Speed: 6.928 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4699], Speed: 6.966 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4799], Speed: 6.980 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4899], Speed: 6.916 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 4999], Speed: 6.939 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5099], Speed: 6.977 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5199], Speed: 6.928 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5299], Speed: 6.949 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5399], Speed: 6.967 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5499], Speed: 7.017 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5599], Speed: 7.021 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5699], Speed: 7.023 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5799], Speed: 6.925 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5899], Speed: 7.016 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 5999], Speed: 6.927 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.934
[Epoch 14][Batch 6099], Speed: 6.939 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6199], Speed: 6.890 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6299], Speed: 6.874 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6399], Speed: 6.899 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6499], Speed: 7.023 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6599], Speed: 6.987 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6699], Speed: 6.985 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6799], Speed: 7.064 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6899], Speed: 7.018 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 6999], Speed: 6.936 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7099], Speed: 6.913 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7199], Speed: 6.993 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7299], Speed: 7.117 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7399], Speed: 6.902 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7499], Speed: 7.002 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7599], Speed: 7.075 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7699], Speed: 6.962 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7799], Speed: 6.877 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7899], Speed: 6.876 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 7999], Speed: 6.914 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 8099], Speed: 6.865 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 8199], Speed: 6.975 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 8299], Speed: 6.878 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 8399], Speed: 6.942 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.933
[Epoch 14][Batch 8499], Speed: 6.998 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 8599], Speed: 6.987 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 8699], Speed: 6.976 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 8799], Speed: 6.987 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 8899], Speed: 6.996 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 8999], Speed: 6.933 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9099], Speed: 7.022 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9199], Speed: 6.960 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9299], Speed: 6.954 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9399], Speed: 6.964 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9499], Speed: 6.910 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9599], Speed: 7.107 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9699], Speed: 6.945 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9799], Speed: 6.962 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9899], Speed: 6.937 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 9999], Speed: 6.995 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10099], Speed: 7.025 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10199], Speed: 6.875 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10299], Speed: 6.909 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10399], Speed: 7.009 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10499], Speed: 6.943 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10599], Speed: 6.951 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10699], Speed: 6.966 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10799], Speed: 6.880 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10899], Speed: 6.856 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.932
[Epoch 14][Batch 10999], Speed: 6.835 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.287,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11099], Speed: 6.900 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11199], Speed: 6.980 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11299], Speed: 6.974 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11399], Speed: 6.997 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11499], Speed: 6.910 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11599], Speed: 6.887 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11699], Speed: 6.919 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11799], Speed: 7.074 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11899], Speed: 6.957 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 11999], Speed: 6.939 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12099], Speed: 6.941 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12199], Speed: 6.855 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12299], Speed: 7.022 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12399], Speed: 6.979 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12499], Speed: 6.986 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12599], Speed: 6.998 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12699], Speed: 6.961 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12799], Speed: 6.840 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12899], Speed: 6.982 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 12999], Speed: 6.973 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 13099], Speed: 6.951 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 13199], Speed: 6.967 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 13299], Speed: 6.888 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 13399], Speed: 6.923 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 13499], Speed: 6.939 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.931
[Epoch 14][Batch 13599], Speed: 6.878 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 13699], Speed: 6.944 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 13799], Speed: 6.844 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 13899], Speed: 6.963 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 13999], Speed: 6.989 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 14099], Speed: 7.003 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 14199], Speed: 6.972 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 14299], Speed: 6.903 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 14399], Speed: 6.935 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 14499], Speed: 6.953 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14][Batch 14599], Speed: 6.912 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 14] Training cost: 16870.833, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.115
[Epoch 14] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0014_0.0000.params
[Epoch 15][Batch 99], Speed: 6.486 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.112,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 199], Speed: 7.077 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 299], Speed: 7.028 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.113,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 399], Speed: 7.005 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.112,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 499], Speed: 7.005 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 599], Speed: 7.039 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 699], Speed: 6.958 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 799], Speed: 6.941 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 899], Speed: 6.942 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 999], Speed: 7.053 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 1099], Speed: 6.959 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 1199], Speed: 6.969 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 1299], Speed: 6.960 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.930
[Epoch 15][Batch 1399], Speed: 7.084 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 1499], Speed: 7.076 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 1599], Speed: 6.855 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 1699], Speed: 6.942 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 1799], Speed: 6.917 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 1899], Speed: 7.046 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 1999], Speed: 6.897 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2099], Speed: 6.950 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2199], Speed: 6.877 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2299], Speed: 6.869 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2399], Speed: 6.918 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2499], Speed: 6.947 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2599], Speed: 7.076 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2699], Speed: 6.955 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2799], Speed: 6.843 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2899], Speed: 6.978 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 2999], Speed: 6.886 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 3099], Speed: 6.886 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 3199], Speed: 6.894 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 3299], Speed: 6.949 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 3399], Speed: 7.028 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 3499], Speed: 7.026 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 3599], Speed: 6.914 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.929
[Epoch 15][Batch 3699], Speed: 6.917 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 3799], Speed: 6.950 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 3899], Speed: 6.981 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 3999], Speed: 6.972 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4099], Speed: 6.989 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4199], Speed: 6.924 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4299], Speed: 6.987 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4399], Speed: 6.979 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4499], Speed: 6.964 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4599], Speed: 6.820 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4699], Speed: 6.912 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4799], Speed: 7.007 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4899], Speed: 6.872 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 4999], Speed: 6.935 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5099], Speed: 6.860 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5199], Speed: 6.932 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5299], Speed: 6.951 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5399], Speed: 6.998 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5499], Speed: 6.884 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5599], Speed: 7.015 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5699], Speed: 6.956 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5799], Speed: 7.009 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5899], Speed: 6.834 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.286,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 5999], Speed: 6.907 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 6099], Speed: 6.986 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.928
[Epoch 15][Batch 6199], Speed: 6.976 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 6299], Speed: 7.010 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 6399], Speed: 7.029 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 6499], Speed: 6.955 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 6599], Speed: 6.946 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 6699], Speed: 6.960 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 6799], Speed: 7.080 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 6899], Speed: 6.967 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 6999], Speed: 6.950 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7099], Speed: 6.941 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7199], Speed: 6.822 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7299], Speed: 7.038 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7399], Speed: 6.942 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7499], Speed: 6.928 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7599], Speed: 6.909 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7699], Speed: 6.902 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7799], Speed: 6.964 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7899], Speed: 6.900 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 7999], Speed: 7.005 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8099], Speed: 6.983 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8199], Speed: 6.872 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8299], Speed: 6.884 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8399], Speed: 6.860 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8499], Speed: 6.989 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8599], Speed: 6.926 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8699], Speed: 6.910 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8799], Speed: 6.951 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8899], Speed: 6.963 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.927
[Epoch 15][Batch 8999], Speed: 6.987 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9099], Speed: 6.969 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9199], Speed: 6.876 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9299], Speed: 6.969 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9399], Speed: 6.910 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9499], Speed: 6.954 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9599], Speed: 6.995 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9699], Speed: 6.882 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9799], Speed: 6.965 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9899], Speed: 7.087 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 9999], Speed: 6.915 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10099], Speed: 6.955 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10199], Speed: 6.876 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10299], Speed: 7.014 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10399], Speed: 7.079 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10499], Speed: 6.902 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10599], Speed: 6.989 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10699], Speed: 6.928 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10799], Speed: 7.020 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10899], Speed: 6.962 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 10999], Speed: 6.887 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 11099], Speed: 6.912 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 11199], Speed: 6.966 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 11299], Speed: 6.957 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 11399], Speed: 6.895 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 11499], Speed: 6.913 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 11599], Speed: 7.033 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.926
[Epoch 15][Batch 11699], Speed: 6.971 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 11799], Speed: 6.972 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 11899], Speed: 6.956 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 11999], Speed: 6.903 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12099], Speed: 6.943 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12199], Speed: 6.878 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12299], Speed: 6.938 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12399], Speed: 6.908 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12499], Speed: 6.991 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12599], Speed: 7.032 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12699], Speed: 6.988 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12799], Speed: 7.046 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12899], Speed: 6.972 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 12999], Speed: 6.957 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13099], Speed: 6.937 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13199], Speed: 7.008 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13299], Speed: 6.965 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13399], Speed: 6.923 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13499], Speed: 7.004 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13599], Speed: 6.999 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13699], Speed: 6.982 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13799], Speed: 6.914 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13899], Speed: 6.959 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 13999], Speed: 6.911 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 14099], Speed: 6.958 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 14199], Speed: 6.983 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 14299], Speed: 6.909 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 14399], Speed: 7.072 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.925
[Epoch 15][Batch 14499], Speed: 6.992 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 15][Batch 14599], Speed: 6.916 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 15] Training cost: 16871.098, RPN_Conf=0.039,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114
[Epoch 15] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.306
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.510
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.323
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.344
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.377
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.274
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.452
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.482
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.323
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.524
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.583
person=49.1
bicycle=24.5
car=36.9
motorcycle=34.6
airplane=52.1
bus=54.6
train=47.1
truck=25.6
boat=19.3
traffic light=23.3
fire hydrant=55.6
stop sign=60.9
parking meter=34.5
bench=16.6
bird=24.3
cat=46.2
dog=43.1
horse=46.5
sheep=38.2
cow=38.0
elephant=49.1
bear=50.2
zebra=54.8
giraffe=56.7
backpack=8.7
umbrella=29.6
handbag=8.6
tie=26.5
suitcase=22.6
frisbee=53.6
skis=12.3
snowboard=17.1
sports ball=34.8
kite=27.4
baseball bat=18.2
baseball glove=27.1
skateboard=39.5
surfboard=23.2
tennis racket=31.0
bottle=31.9
wine glass=28.3
cup=33.0
fork=18.0
knife=8.2
spoon=9.8
bowl=33.3
banana=16.6
apple=12.2
sandwich=21.1
orange=24.6
broccoli=15.9
carrot=13.5
hot dog=21.4
pizza=39.8
donut=35.4
cake=25.3
chair=19.2
couch=26.2
potted plant=19.5
bed=26.9
dining table=20.7
toilet=42.1
tv=43.2
laptop=45.4
mouse=53.4
remote=23.2
keyboard=41.0
cell phone=26.4
microwave=44.1
oven=23.0
toaster=29.0
sink=30.8
refrigerator=38.7
book=11.4
clock=43.6
vase=29.3
scissors=14.4
teddy bear=34.4
hair drier=2.0
toothbrush=10.4
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=30.6
[Epoch 15] mAP 30.6 higher than current best [30.4] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 15] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0015_30.6000.params
[Epoch 16][Batch 99], Speed: 6.580 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.120,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 199], Speed: 6.962 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 299], Speed: 6.927 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.116,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 399], Speed: 6.856 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 499], Speed: 6.933 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 599], Speed: 7.009 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 699], Speed: 6.969 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 799], Speed: 6.877 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 899], Speed: 6.800 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 999], Speed: 6.934 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1099], Speed: 6.945 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1199], Speed: 6.977 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1299], Speed: 6.979 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1399], Speed: 7.004 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1499], Speed: 6.897 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1599], Speed: 6.899 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1699], Speed: 7.074 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1799], Speed: 6.968 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1899], Speed: 6.985 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 1999], Speed: 6.820 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 2099], Speed: 7.022 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 2199], Speed: 6.930 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 2299], Speed: 7.000 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 2399], Speed: 6.981 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.924
[Epoch 16][Batch 2499], Speed: 6.932 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 2599], Speed: 7.050 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 2699], Speed: 6.997 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 2799], Speed: 6.959 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 2899], Speed: 6.844 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 2999], Speed: 6.866 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3099], Speed: 6.956 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3199], Speed: 7.074 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3299], Speed: 7.031 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.113,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3399], Speed: 6.976 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3499], Speed: 6.938 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3599], Speed: 6.910 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3699], Speed: 6.809 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3799], Speed: 6.956 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3899], Speed: 6.875 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 3999], Speed: 7.019 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4099], Speed: 6.955 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4199], Speed: 6.988 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4299], Speed: 6.920 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4399], Speed: 6.947 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4499], Speed: 6.945 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4599], Speed: 6.951 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4699], Speed: 6.971 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4799], Speed: 6.987 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4899], Speed: 6.989 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 4999], Speed: 6.879 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 5099], Speed: 6.999 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.923
[Epoch 16][Batch 5199], Speed: 6.905 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 5299], Speed: 7.103 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 5399], Speed: 7.004 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 5499], Speed: 6.937 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 5599], Speed: 6.967 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 5699], Speed: 6.925 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 5799], Speed: 6.924 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 5899], Speed: 6.923 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 5999], Speed: 6.918 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6099], Speed: 6.914 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6199], Speed: 6.888 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6299], Speed: 7.014 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6399], Speed: 6.944 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6499], Speed: 6.994 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6599], Speed: 7.021 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6699], Speed: 6.955 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6799], Speed: 6.965 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6899], Speed: 6.974 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 6999], Speed: 6.978 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7099], Speed: 6.933 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7199], Speed: 6.924 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7299], Speed: 6.962 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7399], Speed: 6.839 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7499], Speed: 7.008 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7599], Speed: 6.832 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7699], Speed: 6.919 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7799], Speed: 6.913 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7899], Speed: 7.100 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.922
[Epoch 16][Batch 7999], Speed: 6.952 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8099], Speed: 6.833 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8199], Speed: 6.985 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8299], Speed: 6.908 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8399], Speed: 6.971 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8499], Speed: 6.857 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8599], Speed: 7.065 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8699], Speed: 6.868 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8799], Speed: 6.946 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8899], Speed: 7.069 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 8999], Speed: 6.948 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9099], Speed: 6.996 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9199], Speed: 7.007 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9299], Speed: 7.026 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9399], Speed: 6.895 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9499], Speed: 6.941 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9599], Speed: 6.968 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9699], Speed: 6.892 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9799], Speed: 6.942 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9899], Speed: 6.928 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 9999], Speed: 6.913 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10099], Speed: 6.974 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10199], Speed: 7.012 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10299], Speed: 7.032 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10399], Speed: 7.005 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10499], Speed: 6.891 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10599], Speed: 6.977 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10699], Speed: 6.929 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10799], Speed: 7.028 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10899], Speed: 6.970 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.921
[Epoch 16][Batch 10999], Speed: 6.863 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11099], Speed: 6.886 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11199], Speed: 6.994 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11299], Speed: 7.023 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11399], Speed: 6.908 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11499], Speed: 6.889 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11599], Speed: 6.978 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11699], Speed: 6.976 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11799], Speed: 6.933 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11899], Speed: 6.980 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 11999], Speed: 6.958 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12099], Speed: 6.802 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12199], Speed: 6.900 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12299], Speed: 7.067 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12399], Speed: 6.844 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12499], Speed: 6.955 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12599], Speed: 7.076 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12699], Speed: 6.992 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12799], Speed: 6.966 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12899], Speed: 6.855 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 12999], Speed: 6.921 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13099], Speed: 6.987 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13199], Speed: 6.968 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13299], Speed: 6.941 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13399], Speed: 7.026 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13499], Speed: 6.956 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13599], Speed: 6.952 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13699], Speed: 6.970 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13799], Speed: 6.962 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13899], Speed: 7.002 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 13999], Speed: 6.869 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 14099], Speed: 6.881 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 14199], Speed: 6.810 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.920
[Epoch 16][Batch 14299], Speed: 6.990 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 16][Batch 14399], Speed: 7.013 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 16][Batch 14499], Speed: 6.985 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 16][Batch 14599], Speed: 6.930 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 16] Training cost: 16878.942, RPN_Conf=0.038,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.114
[Epoch 16] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0016_0.0000.params
[Epoch 17] Set learning rate to 0.001
[Epoch 17][Batch 99], Speed: 6.692 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.111,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 199], Speed: 7.010 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.110,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 299], Speed: 6.950 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.110,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 399], Speed: 6.888 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.110,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 499], Speed: 7.006 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.110,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 599], Speed: 6.923 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.109,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 699], Speed: 6.948 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.109,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 799], Speed: 7.011 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.108,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 899], Speed: 6.892 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 999], Speed: 6.925 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 1099], Speed: 6.963 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 1199], Speed: 6.958 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.108,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 1299], Speed: 6.915 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 1399], Speed: 6.921 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.919
[Epoch 17][Batch 1499], Speed: 6.877 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 1599], Speed: 6.985 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 1699], Speed: 6.998 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 1799], Speed: 7.010 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 1899], Speed: 6.995 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 1999], Speed: 6.906 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2099], Speed: 6.879 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2199], Speed: 6.971 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2299], Speed: 6.854 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2399], Speed: 6.925 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2499], Speed: 6.967 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2599], Speed: 6.966 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.107,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2699], Speed: 6.950 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2799], Speed: 6.931 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2899], Speed: 7.003 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 2999], Speed: 6.928 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.918
[Epoch 17][Batch 3099], Speed: 6.957 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.917
[Epoch 17][Batch 3199], Speed: 6.909 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.917
[Epoch 17][Batch 3299], Speed: 6.932 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.917
[Epoch 17][Batch 3399], Speed: 6.982 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.917
[Epoch 17][Batch 3499], Speed: 6.975 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.917
[Epoch 17][Batch 3599], Speed: 6.828 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.917
[Epoch 17][Batch 3699], Speed: 6.920 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.917
[Epoch 17][Batch 3799], Speed: 6.928 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 17][Batch 3899], Speed: 6.933 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 17][Batch 3999], Speed: 7.033 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.283,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 17][Batch 4099], Speed: 6.954 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 17][Batch 4199], Speed: 6.989 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 17][Batch 4299], Speed: 6.928 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 17][Batch 4399], Speed: 6.934 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.917
[Epoch 17][Batch 4499], Speed: 6.967 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 4599], Speed: 6.885 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 4699], Speed: 7.004 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 4799], Speed: 6.865 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 4899], Speed: 7.011 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 4999], Speed: 6.958 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5099], Speed: 6.907 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5199], Speed: 7.026 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5299], Speed: 6.928 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.106,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5399], Speed: 6.968 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5499], Speed: 6.904 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5599], Speed: 6.872 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5699], Speed: 6.942 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5799], Speed: 6.941 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.916
[Epoch 17][Batch 5899], Speed: 6.921 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 5999], Speed: 6.965 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6099], Speed: 6.973 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6199], Speed: 6.963 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6299], Speed: 6.936 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6399], Speed: 6.962 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6499], Speed: 6.961 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6599], Speed: 6.905 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6699], Speed: 6.951 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6799], Speed: 6.860 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6899], Speed: 6.907 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 6999], Speed: 6.968 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 7099], Speed: 6.961 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.915
[Epoch 17][Batch 7199], Speed: 6.974 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 7299], Speed: 6.963 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 7399], Speed: 6.815 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 7499], Speed: 6.916 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 7599], Speed: 6.989 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 7699], Speed: 6.862 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 7799], Speed: 6.925 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 7899], Speed: 6.952 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 7999], Speed: 7.002 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 8099], Speed: 6.942 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.105,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 8199], Speed: 6.947 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 8299], Speed: 6.933 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 8399], Speed: 6.921 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.282,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 8499], Speed: 6.971 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.914
[Epoch 17][Batch 8599], Speed: 7.017 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 8699], Speed: 6.886 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 8799], Speed: 6.916 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 8899], Speed: 6.952 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 8999], Speed: 6.908 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9099], Speed: 6.929 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9199], Speed: 7.074 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9299], Speed: 6.889 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9399], Speed: 6.942 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9499], Speed: 6.933 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9599], Speed: 6.912 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9699], Speed: 6.981 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9799], Speed: 6.996 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9899], Speed: 6.917 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.913
[Epoch 17][Batch 9999], Speed: 6.777 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10099], Speed: 6.967 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10199], Speed: 6.862 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10299], Speed: 7.001 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10399], Speed: 6.985 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10499], Speed: 6.969 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10599], Speed: 6.928 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10699], Speed: 6.916 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10799], Speed: 7.025 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10899], Speed: 6.913 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 10999], Speed: 6.859 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 11099], Speed: 6.908 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 11199], Speed: 6.982 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 11299], Speed: 7.022 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.912
[Epoch 17][Batch 11399], Speed: 7.008 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 11499], Speed: 6.957 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 11599], Speed: 6.967 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 11699], Speed: 7.016 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 11799], Speed: 7.008 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 11899], Speed: 6.976 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 11999], Speed: 7.013 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 12099], Speed: 6.961 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 12199], Speed: 7.035 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 12299], Speed: 7.010 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 12399], Speed: 7.033 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 12499], Speed: 7.029 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 12599], Speed: 7.046 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 12699], Speed: 7.039 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.911
[Epoch 17][Batch 12799], Speed: 6.942 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 12899], Speed: 6.958 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 12999], Speed: 6.902 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13099], Speed: 7.003 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13199], Speed: 6.899 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13299], Speed: 6.943 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13399], Speed: 6.941 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13499], Speed: 6.988 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13599], Speed: 6.968 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13699], Speed: 6.956 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13799], Speed: 6.869 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13899], Speed: 7.005 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 13999], Speed: 6.972 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 14099], Speed: 6.969 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.910
[Epoch 17][Batch 14199], Speed: 7.038 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 17][Batch 14299], Speed: 6.933 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 17][Batch 14399], Speed: 7.030 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 17][Batch 14499], Speed: 6.971 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 17][Batch 14599], Speed: 6.933 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.103,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 17] Training cost: 16877.488, RPN_Conf=0.029,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.103
[Epoch 17] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.376
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.596
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.402
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.236
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.418
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.478
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.504
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.534
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.375
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.662
person=53.5
bicycle=30.4
car=43.0
motorcycle=41.9
airplane=60.2
bus=60.4
train=56.4
truck=32.1
boat=24.1
traffic light=25.6
fire hydrant=62.8
stop sign=63.5
parking meter=43.5
bench=21.7
bird=31.6
cat=56.1
dog=53.7
horse=53.0
sheep=47.0
cow=50.0
elephant=57.8
bear=60.6
zebra=62.9
giraffe=61.9
backpack=14.5
umbrella=37.2
handbag=12.8
tie=30.0
suitcase=33.0
frisbee=61.9
skis=20.7
snowboard=26.8
sports ball=39.2
kite=35.9
baseball bat=24.8
baseball glove=33.2
skateboard=48.1
surfboard=32.1
tennis racket=44.3
bottle=38.0
wine glass=33.5
cup=39.2
fork=30.1
knife=14.5
spoon=14.1
bowl=38.4
banana=23.1
apple=18.2
sandwich=29.8
orange=29.8
broccoli=19.8
carrot=19.5
hot dog=27.0
pizza=47.5
donut=42.4
cake=34.3
chair=24.3
couch=33.1
potted plant=24.5
bed=33.6
dining table=26.2
toilet=55.1
tv=52.3
laptop=54.2
mouse=59.7
remote=27.1
keyboard=46.2
cell phone=30.7
microwave=52.3
oven=27.3
toaster=38.5
sink=33.3
refrigerator=46.6
book=16.3
clock=50.4
vase=35.6
scissors=19.5
teddy bear=41.3
hair drier=9.1
toothbrush=19.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.6
[Epoch 17] mAP 37.6 higher than current best [30.6] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 17] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0017_37.6000.params
[Epoch 18][Batch 99], Speed: 6.467 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.104,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 18][Batch 199], Speed: 6.948 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.102,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 18][Batch 299], Speed: 6.825 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.102,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 18][Batch 399], Speed: 6.954 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.101,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 18][Batch 499], Speed: 6.981 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.101,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 18][Batch 599], Speed: 7.110 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 18][Batch 699], Speed: 6.989 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 18][Batch 799], Speed: 6.967 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.909
[Epoch 18][Batch 899], Speed: 6.898 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 999], Speed: 6.915 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1099], Speed: 6.917 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1199], Speed: 6.963 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1299], Speed: 7.083 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1399], Speed: 6.914 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1499], Speed: 6.931 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1599], Speed: 6.866 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1699], Speed: 6.873 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1799], Speed: 6.885 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1899], Speed: 6.860 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 1999], Speed: 6.958 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 2099], Speed: 6.945 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 2199], Speed: 6.856 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.908
[Epoch 18][Batch 2299], Speed: 6.888 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 2399], Speed: 6.983 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 2499], Speed: 6.932 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 2599], Speed: 7.022 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 2699], Speed: 6.912 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 2799], Speed: 6.935 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 2899], Speed: 6.999 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 2999], Speed: 6.925 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 3099], Speed: 6.869 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 3199], Speed: 6.951 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 3299], Speed: 6.876 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 3399], Speed: 6.924 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 3499], Speed: 6.982 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.907
[Epoch 18][Batch 3599], Speed: 7.016 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 3699], Speed: 6.960 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 3799], Speed: 6.882 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 3899], Speed: 6.984 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 3999], Speed: 6.875 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4099], Speed: 7.008 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4199], Speed: 6.912 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4299], Speed: 6.954 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4399], Speed: 6.868 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4499], Speed: 6.981 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4599], Speed: 7.001 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4699], Speed: 6.932 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4799], Speed: 6.942 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4899], Speed: 6.981 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.906
[Epoch 18][Batch 4999], Speed: 6.955 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5099], Speed: 6.980 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5199], Speed: 6.991 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5299], Speed: 6.984 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5399], Speed: 7.042 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5499], Speed: 6.922 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5599], Speed: 6.924 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5699], Speed: 6.916 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5799], Speed: 6.893 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5899], Speed: 6.954 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 5999], Speed: 6.995 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 6099], Speed: 6.946 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 6199], Speed: 7.007 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 6299], Speed: 6.942 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.905
[Epoch 18][Batch 6399], Speed: 6.942 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 6499], Speed: 6.932 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 6599], Speed: 6.881 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 6699], Speed: 6.967 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 6799], Speed: 6.820 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 6899], Speed: 6.902 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 6999], Speed: 6.949 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 7099], Speed: 6.916 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 7199], Speed: 6.909 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 7299], Speed: 6.892 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 7399], Speed: 6.940 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 7499], Speed: 6.929 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 7599], Speed: 6.859 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 7699], Speed: 6.914 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.904
[Epoch 18][Batch 7799], Speed: 6.872 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.903
[Epoch 18][Batch 7899], Speed: 6.935 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.903
[Epoch 18][Batch 7999], Speed: 6.936 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.903
[Epoch 18][Batch 8099], Speed: 7.061 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8199], Speed: 7.025 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8299], Speed: 6.899 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8399], Speed: 6.990 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8499], Speed: 6.915 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8599], Speed: 7.033 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8699], Speed: 6.858 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8799], Speed: 6.886 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8899], Speed: 6.910 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 8999], Speed: 6.898 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 9099], Speed: 6.953 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.903
[Epoch 18][Batch 9199], Speed: 6.972 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 9299], Speed: 6.924 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 9399], Speed: 6.979 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 9499], Speed: 6.886 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 9599], Speed: 6.881 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 9699], Speed: 6.921 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 9799], Speed: 6.864 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 9899], Speed: 6.946 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 9999], Speed: 6.925 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 10099], Speed: 7.056 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 10199], Speed: 7.031 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 10299], Speed: 6.920 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 10399], Speed: 6.927 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 10499], Speed: 6.903 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.902
[Epoch 18][Batch 10599], Speed: 6.982 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 10699], Speed: 6.856 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 10799], Speed: 6.945 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 10899], Speed: 6.987 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 10999], Speed: 6.927 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11099], Speed: 6.865 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11199], Speed: 6.936 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11299], Speed: 6.947 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11399], Speed: 6.935 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11499], Speed: 6.954 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11599], Speed: 6.886 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11699], Speed: 6.959 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11799], Speed: 6.964 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11899], Speed: 6.922 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.278,RCNNAcc=0.927,RCNNL1Loss=0.901
[Epoch 18][Batch 11999], Speed: 6.895 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12099], Speed: 6.903 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12199], Speed: 6.937 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12299], Speed: 6.913 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12399], Speed: 6.913 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12499], Speed: 6.929 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12599], Speed: 6.960 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12699], Speed: 6.893 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12799], Speed: 6.935 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12899], Speed: 7.021 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 12999], Speed: 6.928 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 13099], Speed: 6.883 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 13199], Speed: 6.876 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 13299], Speed: 6.898 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 13399], Speed: 6.881 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.900
[Epoch 18][Batch 13499], Speed: 6.907 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 13599], Speed: 7.044 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 13699], Speed: 6.927 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 13799], Speed: 7.054 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 13899], Speed: 6.961 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 13999], Speed: 6.873 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 14099], Speed: 6.937 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 14199], Speed: 6.921 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 14299], Speed: 6.940 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 14399], Speed: 6.938 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 14499], Speed: 6.940 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18][Batch 14599], Speed: 6.957 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 18] Training cost: 16914.076, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.100
[Epoch 18] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0018_0.0000.params
[Epoch 19][Batch 99], Speed: 6.566 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.099,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 19][Batch 199], Speed: 6.894 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.899
[Epoch 19][Batch 299], Speed: 6.900 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 399], Speed: 7.010 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 499], Speed: 6.920 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.099,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 599], Speed: 6.874 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 699], Speed: 7.011 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 799], Speed: 6.983 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.099,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 899], Speed: 7.035 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 999], Speed: 6.992 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.099,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 1099], Speed: 6.798 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.099,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 1199], Speed: 6.951 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 1299], Speed: 6.992 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 1399], Speed: 7.048 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.099,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 1499], Speed: 6.971 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.099,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 1599], Speed: 6.971 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.099,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.898
[Epoch 19][Batch 1699], Speed: 7.039 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 1799], Speed: 6.866 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 1899], Speed: 6.861 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 1999], Speed: 7.024 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2099], Speed: 6.927 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2199], Speed: 6.885 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2299], Speed: 7.003 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2399], Speed: 6.943 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2499], Speed: 6.890 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2599], Speed: 6.876 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2699], Speed: 6.925 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2799], Speed: 6.932 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2899], Speed: 6.846 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 2999], Speed: 7.022 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.897
[Epoch 19][Batch 3099], Speed: 6.985 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3199], Speed: 6.998 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3299], Speed: 7.057 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.097,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3399], Speed: 6.989 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3499], Speed: 6.931 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3599], Speed: 6.983 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3699], Speed: 7.043 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3799], Speed: 6.901 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3899], Speed: 6.890 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 3999], Speed: 6.922 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 4099], Speed: 6.974 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 4199], Speed: 6.960 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 4299], Speed: 7.027 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 4399], Speed: 6.957 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.896
[Epoch 19][Batch 4499], Speed: 6.989 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 4599], Speed: 6.953 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 4699], Speed: 6.993 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 4799], Speed: 6.939 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 4899], Speed: 6.947 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 4999], Speed: 7.004 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5099], Speed: 6.888 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5199], Speed: 6.951 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5299], Speed: 6.879 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5399], Speed: 6.984 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5499], Speed: 6.954 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5599], Speed: 7.018 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5699], Speed: 6.937 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5799], Speed: 6.929 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5899], Speed: 6.929 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.895
[Epoch 19][Batch 5999], Speed: 6.913 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6099], Speed: 6.947 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6199], Speed: 6.997 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6299], Speed: 6.898 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6399], Speed: 7.031 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6499], Speed: 6.982 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6599], Speed: 6.907 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6699], Speed: 6.940 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6799], Speed: 6.936 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6899], Speed: 7.009 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 6999], Speed: 6.962 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 7099], Speed: 7.022 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 7199], Speed: 6.952 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 7299], Speed: 6.948 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.894
[Epoch 19][Batch 7399], Speed: 6.881 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 7499], Speed: 6.897 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 7599], Speed: 7.025 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 7699], Speed: 6.846 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 7799], Speed: 6.871 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 7899], Speed: 6.958 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 7999], Speed: 6.949 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8099], Speed: 6.876 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8199], Speed: 6.935 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8299], Speed: 6.946 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8399], Speed: 6.891 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8499], Speed: 6.994 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8599], Speed: 6.859 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8699], Speed: 6.922 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8799], Speed: 6.935 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.893
[Epoch 19][Batch 8899], Speed: 7.027 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 8999], Speed: 7.047 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9099], Speed: 6.919 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9199], Speed: 6.867 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9299], Speed: 6.851 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9399], Speed: 7.061 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9499], Speed: 6.962 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9599], Speed: 6.923 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9699], Speed: 6.975 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9799], Speed: 6.985 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9899], Speed: 6.943 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 9999], Speed: 6.861 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 10099], Speed: 6.934 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 10199], Speed: 6.931 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 10299], Speed: 6.963 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.892
[Epoch 19][Batch 10399], Speed: 6.817 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 10499], Speed: 6.935 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 10599], Speed: 7.057 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 10699], Speed: 6.982 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 10799], Speed: 6.913 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 10899], Speed: 6.906 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 10999], Speed: 6.957 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11099], Speed: 7.011 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11199], Speed: 6.914 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11299], Speed: 6.932 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11399], Speed: 7.005 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11499], Speed: 7.003 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11599], Speed: 6.978 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11699], Speed: 6.949 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11799], Speed: 6.916 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11899], Speed: 6.943 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.891
[Epoch 19][Batch 11999], Speed: 6.963 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.890
[Epoch 19][Batch 12099], Speed: 7.025 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.890
[Epoch 19][Batch 12199], Speed: 7.012 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.890
[Epoch 19][Batch 12299], Speed: 7.109 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.984,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 12399], Speed: 6.965 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 12499], Speed: 6.841 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 12599], Speed: 6.898 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 12699], Speed: 6.930 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 12799], Speed: 6.920 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 12899], Speed: 6.907 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 12999], Speed: 6.874 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 13099], Speed: 6.928 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 13199], Speed: 7.028 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 13299], Speed: 6.941 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 13399], Speed: 6.894 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.890
[Epoch 19][Batch 13499], Speed: 6.988 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 13599], Speed: 6.991 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 13699], Speed: 6.945 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 13799], Speed: 6.946 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 13899], Speed: 6.940 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 13999], Speed: 6.931 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 14099], Speed: 6.946 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 14199], Speed: 6.956 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 14299], Speed: 7.006 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 14399], Speed: 6.987 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 14499], Speed: 6.983 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19][Batch 14599], Speed: 6.913 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 19] Training cost: 16882.851, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.098
[Epoch 19] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.384
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.606
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.417
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.425
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.485
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.317
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.508
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.539
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.382
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.663
person=53.7
bicycle=32.4
car=43.8
motorcycle=41.4
airplane=59.5
bus=61.3
train=56.7
truck=31.6
boat=25.7
traffic light=25.7
fire hydrant=63.8
stop sign=64.5
parking meter=43.4
bench=21.6
bird=32.5
cat=60.6
dog=55.2
horse=54.7
sheep=47.4
cow=52.3
elephant=58.5
bear=62.1
zebra=63.5
giraffe=63.1
backpack=14.0
umbrella=38.8
handbag=13.5
tie=29.9
suitcase=35.9
frisbee=63.3
skis=21.2
snowboard=30.1
sports ball=40.6
kite=36.5
baseball bat=25.9
baseball glove=33.8
skateboard=48.6
surfboard=35.2
tennis racket=46.0
bottle=38.9
wine glass=35.6
cup=39.6
fork=30.3
knife=14.5
spoon=14.5
bowl=37.6
banana=22.4
apple=19.6
sandwich=28.1
orange=30.5
broccoli=19.5
carrot=19.3
hot dog=29.6
pizza=48.6
donut=43.7
cake=35.4
chair=25.7
couch=35.5
potted plant=24.1
bed=33.6
dining table=26.4
toilet=56.2
tv=53.6
laptop=54.9
mouse=59.9
remote=28.5
keyboard=46.3
cell phone=31.9
microwave=53.3
oven=28.0
toaster=39.8
sink=35.1
refrigerator=47.3
book=17.1
clock=49.4
vase=37.8
scissors=21.2
teddy bear=41.9
hair drier=8.4
toothbrush=20.7
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=38.4
[Epoch 19] mAP 38.4 higher than current best [37.6] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 19] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0019_38.4000.params
[Epoch 20][Batch 99], Speed: 6.588 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 20][Batch 199], Speed: 6.977 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 20][Batch 299], Speed: 6.789 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.889
[Epoch 20][Batch 399], Speed: 6.945 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 499], Speed: 6.972 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 599], Speed: 6.895 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 699], Speed: 6.879 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 799], Speed: 6.861 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 899], Speed: 6.893 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 999], Speed: 6.938 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 1099], Speed: 6.958 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 1199], Speed: 6.875 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 1299], Speed: 6.953 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 1399], Speed: 6.903 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 1499], Speed: 6.979 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.274,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 1599], Speed: 6.920 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 1699], Speed: 6.999 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.888
[Epoch 20][Batch 1799], Speed: 6.979 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 1899], Speed: 7.018 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 1999], Speed: 7.009 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2099], Speed: 7.043 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2199], Speed: 7.018 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2299], Speed: 6.882 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2399], Speed: 6.981 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2499], Speed: 6.976 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2599], Speed: 7.003 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2699], Speed: 6.981 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2799], Speed: 6.947 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2899], Speed: 7.069 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 2999], Speed: 6.895 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 3099], Speed: 6.909 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 3199], Speed: 6.977 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.887
[Epoch 20][Batch 3299], Speed: 6.935 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 3399], Speed: 6.988 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 3499], Speed: 6.924 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 3599], Speed: 7.033 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 3699], Speed: 6.935 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 3799], Speed: 7.036 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 3899], Speed: 7.013 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 3999], Speed: 6.833 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 4099], Speed: 6.993 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 4199], Speed: 6.985 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 4299], Speed: 6.881 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 4399], Speed: 6.943 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 4499], Speed: 6.909 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 4599], Speed: 6.886 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 4699], Speed: 6.894 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.886
[Epoch 20][Batch 4799], Speed: 6.956 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 4899], Speed: 6.853 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 4999], Speed: 6.949 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5099], Speed: 6.916 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5199], Speed: 7.014 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5299], Speed: 7.007 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5399], Speed: 6.978 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5499], Speed: 6.970 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5599], Speed: 6.968 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5699], Speed: 6.935 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5799], Speed: 7.049 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5899], Speed: 6.917 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 5999], Speed: 6.967 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 6099], Speed: 6.990 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 6199], Speed: 6.940 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 6299], Speed: 6.895 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.885
[Epoch 20][Batch 6399], Speed: 6.848 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 6499], Speed: 6.945 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 6599], Speed: 7.006 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 6699], Speed: 6.883 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 6799], Speed: 6.913 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 6899], Speed: 7.049 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 6999], Speed: 6.897 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7099], Speed: 6.939 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7199], Speed: 6.927 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7299], Speed: 6.785 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7399], Speed: 6.980 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7499], Speed: 6.930 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7599], Speed: 6.953 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7699], Speed: 6.942 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7799], Speed: 6.923 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.884
[Epoch 20][Batch 7899], Speed: 6.918 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 7999], Speed: 6.933 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8099], Speed: 6.945 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8199], Speed: 6.934 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8299], Speed: 6.987 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8399], Speed: 6.955 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8499], Speed: 6.957 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8599], Speed: 6.942 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8699], Speed: 7.002 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8799], Speed: 7.021 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8899], Speed: 6.991 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 8999], Speed: 6.914 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 9099], Speed: 6.957 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 9199], Speed: 6.963 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 9299], Speed: 6.973 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.883
[Epoch 20][Batch 9399], Speed: 6.927 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 9499], Speed: 6.972 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 9599], Speed: 6.899 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 9699], Speed: 6.881 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 9799], Speed: 6.895 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 9899], Speed: 6.979 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 9999], Speed: 6.952 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10099], Speed: 6.938 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10199], Speed: 6.944 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10299], Speed: 6.908 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10399], Speed: 6.892 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10499], Speed: 6.993 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10599], Speed: 7.012 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10699], Speed: 6.898 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10799], Speed: 6.755 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10899], Speed: 6.957 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.882
[Epoch 20][Batch 10999], Speed: 7.055 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11099], Speed: 6.940 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11199], Speed: 7.032 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11299], Speed: 6.870 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11399], Speed: 6.957 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11499], Speed: 6.969 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11599], Speed: 6.985 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11699], Speed: 6.861 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11799], Speed: 6.954 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11899], Speed: 6.930 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 11999], Speed: 6.998 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 12099], Speed: 6.937 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 12199], Speed: 6.980 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 12299], Speed: 6.900 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 12399], Speed: 6.934 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 12499], Speed: 6.900 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.881
[Epoch 20][Batch 12599], Speed: 6.937 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 12699], Speed: 6.991 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 12799], Speed: 6.916 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 12899], Speed: 6.987 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 12999], Speed: 6.890 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13099], Speed: 6.982 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13199], Speed: 6.975 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13299], Speed: 7.009 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13399], Speed: 6.940 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13499], Speed: 6.989 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13599], Speed: 6.885 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13699], Speed: 7.033 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13799], Speed: 6.994 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13899], Speed: 6.847 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 13999], Speed: 6.964 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 14099], Speed: 6.834 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 14199], Speed: 6.909 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.880
[Epoch 20][Batch 14299], Speed: 6.876 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 20][Batch 14399], Speed: 6.943 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 20][Batch 14499], Speed: 6.903 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 20][Batch 14599], Speed: 6.956 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 20] Training cost: 16891.850, RPN_Conf=0.025,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.097
[Epoch 20] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0020_0.0000.params
[Epoch 21][Batch 99], Speed: 6.461 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 199], Speed: 6.943 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 299], Speed: 6.930 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 399], Speed: 6.943 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 499], Speed: 6.974 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 599], Speed: 6.960 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 699], Speed: 7.000 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 799], Speed: 7.015 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 899], Speed: 6.858 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 999], Speed: 6.976 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 1099], Speed: 6.928 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.879
[Epoch 21][Batch 1199], Speed: 6.909 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 1299], Speed: 6.930 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 1399], Speed: 6.887 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 1499], Speed: 6.951 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 1599], Speed: 6.949 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 1699], Speed: 7.054 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 1799], Speed: 6.983 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 1899], Speed: 6.971 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 1999], Speed: 6.964 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 2099], Speed: 6.981 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 2199], Speed: 6.938 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 2299], Speed: 7.025 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 2399], Speed: 7.025 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 2499], Speed: 7.003 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.878
[Epoch 21][Batch 2599], Speed: 6.945 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.878
[Epoch 21][Batch 2699], Speed: 6.991 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.878
[Epoch 21][Batch 2799], Speed: 6.903 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 2899], Speed: 6.898 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 2999], Speed: 6.863 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3099], Speed: 6.977 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3199], Speed: 6.935 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3299], Speed: 6.962 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3399], Speed: 7.039 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3499], Speed: 6.941 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3599], Speed: 6.936 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3699], Speed: 6.896 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3799], Speed: 6.949 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3899], Speed: 7.021 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 3999], Speed: 7.038 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 4099], Speed: 6.933 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 4199], Speed: 6.942 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 4299], Speed: 7.022 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.877
[Epoch 21][Batch 4399], Speed: 6.967 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 4499], Speed: 6.852 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 4599], Speed: 7.023 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 4699], Speed: 6.939 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 4799], Speed: 6.946 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 4899], Speed: 6.794 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 4999], Speed: 6.890 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5099], Speed: 7.002 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5199], Speed: 6.991 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5299], Speed: 6.907 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5399], Speed: 7.026 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5499], Speed: 6.969 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5599], Speed: 6.925 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5699], Speed: 6.990 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5799], Speed: 6.833 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5899], Speed: 6.924 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.876
[Epoch 21][Batch 5999], Speed: 6.912 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6099], Speed: 6.927 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6199], Speed: 6.882 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6299], Speed: 6.855 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6399], Speed: 6.975 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6499], Speed: 7.056 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6599], Speed: 6.919 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6699], Speed: 6.920 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6799], Speed: 7.005 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6899], Speed: 6.887 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 6999], Speed: 6.988 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 7099], Speed: 6.914 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 7199], Speed: 6.943 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 7299], Speed: 6.893 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 7399], Speed: 6.928 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 7499], Speed: 6.969 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 7599], Speed: 6.868 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.875
[Epoch 21][Batch 7699], Speed: 6.913 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 7799], Speed: 6.946 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 7899], Speed: 7.006 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 7999], Speed: 6.928 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8099], Speed: 7.077 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8199], Speed: 6.909 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8299], Speed: 6.905 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8399], Speed: 6.836 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8499], Speed: 6.860 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8599], Speed: 6.880 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8699], Speed: 6.981 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8799], Speed: 7.035 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8899], Speed: 6.945 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 8999], Speed: 6.867 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 9099], Speed: 6.898 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 9199], Speed: 6.925 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.874
[Epoch 21][Batch 9299], Speed: 6.967 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 9399], Speed: 6.961 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 9499], Speed: 7.012 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 9599], Speed: 6.917 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 9699], Speed: 6.948 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 9799], Speed: 6.931 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 9899], Speed: 6.996 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 9999], Speed: 6.956 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10099], Speed: 6.948 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10199], Speed: 6.992 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10299], Speed: 6.982 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10399], Speed: 6.973 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10499], Speed: 6.848 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10599], Speed: 6.949 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10699], Speed: 7.050 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10799], Speed: 7.005 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10899], Speed: 7.001 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.873
[Epoch 21][Batch 10999], Speed: 6.905 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11099], Speed: 7.014 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11199], Speed: 6.971 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11299], Speed: 6.979 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11399], Speed: 6.915 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11499], Speed: 6.916 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11599], Speed: 6.933 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11699], Speed: 6.978 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11799], Speed: 6.897 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11899], Speed: 6.987 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 11999], Speed: 6.874 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 12099], Speed: 7.030 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 12199], Speed: 6.999 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 12299], Speed: 6.923 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 12399], Speed: 6.953 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 12499], Speed: 7.089 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 12599], Speed: 6.968 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.872
[Epoch 21][Batch 12699], Speed: 6.869 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 12799], Speed: 6.955 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 12899], Speed: 6.871 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 12999], Speed: 7.074 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13099], Speed: 6.959 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13199], Speed: 6.951 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13299], Speed: 6.919 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13399], Speed: 7.023 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13499], Speed: 6.896 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13599], Speed: 6.825 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13699], Speed: 7.046 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13799], Speed: 6.925 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13899], Speed: 6.917 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 13999], Speed: 7.001 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 14099], Speed: 6.930 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 14199], Speed: 6.986 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 14299], Speed: 6.942 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.871
[Epoch 21][Batch 14399], Speed: 6.974 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 21][Batch 14499], Speed: 7.043 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 21][Batch 14599], Speed: 6.940 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 21] Training cost: 16881.318, RPN_Conf=0.024,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.096
[Epoch 21] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.386
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.606
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.417
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.427
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.487
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.506
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.534
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.372
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.657
person=54.0
bicycle=32.0
car=42.3
motorcycle=42.5
airplane=60.8
bus=62.5
train=58.0
truck=33.4
boat=25.5
traffic light=26.5
fire hydrant=65.3
stop sign=64.4
parking meter=43.7
bench=23.0
bird=32.0
cat=60.1
dog=55.3
horse=55.8
sheep=46.9
cow=52.8
elephant=59.1
bear=61.3
zebra=62.4
giraffe=63.2
backpack=15.5
umbrella=39.1
handbag=14.2
tie=31.1
suitcase=36.4
frisbee=64.1
skis=23.1
snowboard=31.9
sports ball=40.7
kite=35.5
baseball bat=27.8
baseball glove=33.7
skateboard=50.9
surfboard=35.0
tennis racket=47.5
bottle=38.9
wine glass=34.3
cup=40.8
fork=33.3
knife=15.2
spoon=15.5
bowl=37.0
banana=22.4
apple=18.0
sandwich=27.8
orange=31.3
broccoli=19.4
carrot=17.4
hot dog=29.9
pizza=48.3
donut=42.4
cake=35.3
chair=25.3
couch=35.4
potted plant=25.8
bed=34.7
dining table=26.4
toilet=55.8
tv=54.0
laptop=55.6
mouse=59.0
remote=29.3
keyboard=46.7
cell phone=33.4
microwave=52.1
oven=28.5
toaster=38.9
sink=33.3
refrigerator=47.6
book=16.9
clock=50.1
vase=36.8
scissors=20.5
teddy bear=42.9
hair drier=7.0
toothbrush=19.3
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=38.6
[Epoch 21] mAP 38.6 higher than current best [38.4] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 21] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0021_38.6000.params
[Epoch 22][Batch 99], Speed: 6.499 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 199], Speed: 6.889 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 299], Speed: 7.002 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 399], Speed: 6.986 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 499], Speed: 6.840 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.097,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 599], Speed: 6.943 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 699], Speed: 6.950 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 799], Speed: 6.865 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 899], Speed: 6.833 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 999], Speed: 6.921 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 1099], Speed: 6.909 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 1199], Speed: 6.963 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 1299], Speed: 6.913 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.870
[Epoch 22][Batch 1399], Speed: 6.926 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 1499], Speed: 6.949 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 1599], Speed: 6.921 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 1699], Speed: 6.864 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 1799], Speed: 6.887 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 1899], Speed: 6.945 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 1999], Speed: 6.903 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2099], Speed: 6.975 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2199], Speed: 6.861 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2299], Speed: 6.941 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2399], Speed: 6.936 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2499], Speed: 6.954 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2599], Speed: 7.032 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2699], Speed: 6.948 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.096,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2799], Speed: 6.897 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2899], Speed: 6.967 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 2999], Speed: 6.996 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.869
[Epoch 22][Batch 3099], Speed: 6.988 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3199], Speed: 6.975 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3299], Speed: 6.942 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3399], Speed: 6.842 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3499], Speed: 6.865 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3599], Speed: 6.955 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3699], Speed: 6.939 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3799], Speed: 6.915 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3899], Speed: 6.979 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 3999], Speed: 6.983 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 4099], Speed: 6.918 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 4199], Speed: 6.927 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 4299], Speed: 6.968 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 4399], Speed: 6.943 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 4499], Speed: 6.947 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 4599], Speed: 6.924 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.868
[Epoch 22][Batch 4699], Speed: 6.883 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 4799], Speed: 6.947 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 4899], Speed: 6.928 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 4999], Speed: 6.977 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5099], Speed: 6.949 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5199], Speed: 6.958 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5299], Speed: 6.886 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5399], Speed: 7.092 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5499], Speed: 6.954 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5599], Speed: 6.906 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5699], Speed: 6.869 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5799], Speed: 6.938 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5899], Speed: 7.016 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 5999], Speed: 6.933 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 6099], Speed: 6.955 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 6199], Speed: 6.950 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 6299], Speed: 6.964 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.867
[Epoch 22][Batch 6399], Speed: 6.992 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 6499], Speed: 6.904 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 6599], Speed: 6.929 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 6699], Speed: 6.895 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 6799], Speed: 6.956 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 6899], Speed: 6.902 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 6999], Speed: 6.895 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7099], Speed: 6.902 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7199], Speed: 6.974 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7299], Speed: 7.067 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7399], Speed: 6.862 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7499], Speed: 6.969 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7599], Speed: 6.931 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7699], Speed: 6.997 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7799], Speed: 6.896 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7899], Speed: 6.822 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 7999], Speed: 6.867 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.866
[Epoch 22][Batch 8099], Speed: 6.773 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 22][Batch 8199], Speed: 6.964 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 22][Batch 8299], Speed: 6.914 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 22][Batch 8399], Speed: 6.842 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 22][Batch 8499], Speed: 6.878 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.865
[Epoch 22][Batch 8599], Speed: 6.860 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 8699], Speed: 6.835 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.267,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 8799], Speed: 6.970 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 8899], Speed: 6.964 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 8999], Speed: 6.795 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9099], Speed: 6.873 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9199], Speed: 7.043 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9299], Speed: 6.904 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9399], Speed: 6.934 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9499], Speed: 6.912 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9599], Speed: 6.975 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9699], Speed: 6.969 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9799], Speed: 6.968 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9899], Speed: 7.008 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.865
[Epoch 22][Batch 9999], Speed: 6.993 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10099], Speed: 6.887 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10199], Speed: 7.000 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10299], Speed: 6.923 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10399], Speed: 6.851 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10499], Speed: 7.028 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10599], Speed: 6.947 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10699], Speed: 6.977 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10799], Speed: 6.861 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10899], Speed: 7.004 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 10999], Speed: 7.047 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 11099], Speed: 6.878 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 11199], Speed: 6.890 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 11299], Speed: 6.865 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 11399], Speed: 6.984 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 11499], Speed: 6.855 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 11599], Speed: 7.002 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 11699], Speed: 6.943 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.864
[Epoch 22][Batch 11799], Speed: 6.864 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 11899], Speed: 6.955 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 11999], Speed: 6.844 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12099], Speed: 6.986 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12199], Speed: 7.026 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12299], Speed: 6.891 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12399], Speed: 7.055 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12499], Speed: 6.912 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12599], Speed: 6.911 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12699], Speed: 6.985 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12799], Speed: 6.962 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12899], Speed: 6.877 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 12999], Speed: 6.892 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 13099], Speed: 6.912 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 13199], Speed: 6.830 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 13299], Speed: 6.905 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 13399], Speed: 6.883 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 13499], Speed: 6.895 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.863
[Epoch 22][Batch 13599], Speed: 7.067 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 13699], Speed: 6.890 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 13799], Speed: 6.904 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 13899], Speed: 6.862 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 13999], Speed: 6.936 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 14099], Speed: 6.975 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 14199], Speed: 7.004 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 14299], Speed: 6.862 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 14399], Speed: 6.965 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 14499], Speed: 7.011 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22][Batch 14599], Speed: 6.984 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 22] Training cost: 16925.106, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.095
[Epoch 22] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0022_0.0000.params
[Epoch 23] Set learning rate to 0.0001
[Epoch 23][Batch 99], Speed: 6.798 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 23][Batch 199], Speed: 6.870 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 23][Batch 299], Speed: 6.981 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 23][Batch 399], Speed: 6.899 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.092,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 23][Batch 499], Speed: 6.945 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.862
[Epoch 23][Batch 599], Speed: 6.899 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 699], Speed: 6.932 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 799], Speed: 6.856 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 899], Speed: 6.917 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 999], Speed: 6.944 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1099], Speed: 6.969 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1199], Speed: 6.914 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1299], Speed: 7.011 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.095,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1399], Speed: 6.889 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.149,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1499], Speed: 6.927 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1599], Speed: 6.862 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1699], Speed: 6.898 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1799], Speed: 6.893 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1899], Speed: 6.958 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 1999], Speed: 6.979 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 2099], Speed: 6.882 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 2199], Speed: 6.954 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.861
[Epoch 23][Batch 2299], Speed: 6.956 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 2399], Speed: 6.847 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 2499], Speed: 6.809 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 2599], Speed: 6.926 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.094,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 2699], Speed: 6.967 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 2799], Speed: 6.882 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 2899], Speed: 6.951 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 2999], Speed: 6.897 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3099], Speed: 6.967 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3199], Speed: 6.812 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3299], Speed: 6.929 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3399], Speed: 6.829 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3499], Speed: 6.870 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3599], Speed: 6.922 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3699], Speed: 6.900 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3799], Speed: 6.907 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3899], Speed: 7.039 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.860
[Epoch 23][Batch 3999], Speed: 6.998 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4099], Speed: 6.934 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4199], Speed: 6.982 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4299], Speed: 6.866 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4399], Speed: 6.950 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4499], Speed: 6.961 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4599], Speed: 6.988 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4699], Speed: 6.887 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4799], Speed: 7.011 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4899], Speed: 6.952 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 4999], Speed: 6.906 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 5099], Speed: 6.906 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 5199], Speed: 6.801 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 5299], Speed: 6.936 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 5399], Speed: 6.900 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 5499], Speed: 6.952 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 5599], Speed: 6.829 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.985,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.859
[Epoch 23][Batch 5699], Speed: 6.943 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 5799], Speed: 6.981 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 5899], Speed: 6.833 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 5999], Speed: 6.920 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6099], Speed: 6.841 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6199], Speed: 6.919 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6299], Speed: 6.874 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6399], Speed: 6.888 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6499], Speed: 7.032 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6599], Speed: 6.921 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6699], Speed: 6.923 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6799], Speed: 6.891 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6899], Speed: 6.916 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 6999], Speed: 6.978 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 7099], Speed: 6.965 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 7199], Speed: 6.951 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 7299], Speed: 6.946 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.858
[Epoch 23][Batch 7399], Speed: 6.957 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 7499], Speed: 6.912 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 7599], Speed: 6.915 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 7699], Speed: 6.927 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 7799], Speed: 6.949 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 7899], Speed: 6.966 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 7999], Speed: 6.938 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8099], Speed: 6.969 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8199], Speed: 6.886 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8299], Speed: 6.927 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8399], Speed: 6.915 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8499], Speed: 7.010 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8599], Speed: 6.954 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8699], Speed: 6.865 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8799], Speed: 6.970 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8899], Speed: 6.859 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 8999], Speed: 6.870 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 9099], Speed: 6.895 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.857
[Epoch 23][Batch 9199], Speed: 6.920 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 9299], Speed: 6.918 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 9399], Speed: 6.890 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 9499], Speed: 6.906 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 9599], Speed: 6.946 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 9699], Speed: 6.914 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 9799], Speed: 6.830 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 9899], Speed: 6.921 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 9999], Speed: 7.006 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10099], Speed: 6.918 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10199], Speed: 6.943 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10299], Speed: 6.864 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10399], Speed: 6.920 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10499], Speed: 6.887 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10599], Speed: 6.886 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10699], Speed: 6.889 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10799], Speed: 6.882 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.856
[Epoch 23][Batch 10899], Speed: 6.900 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 10999], Speed: 6.915 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11099], Speed: 7.001 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11199], Speed: 7.017 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11299], Speed: 6.893 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11399], Speed: 6.931 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11499], Speed: 6.893 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11599], Speed: 6.918 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11699], Speed: 6.883 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11799], Speed: 6.912 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11899], Speed: 6.863 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 11999], Speed: 6.948 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 12099], Speed: 6.949 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 12199], Speed: 6.980 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 12299], Speed: 6.950 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 12399], Speed: 6.886 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 12499], Speed: 6.973 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 12599], Speed: 6.880 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.855
[Epoch 23][Batch 12699], Speed: 7.055 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 12799], Speed: 6.890 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 12899], Speed: 6.934 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 12999], Speed: 6.948 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13099], Speed: 6.860 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13199], Speed: 6.987 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13299], Speed: 6.979 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13399], Speed: 6.989 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13499], Speed: 6.952 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13599], Speed: 6.968 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13699], Speed: 6.880 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13799], Speed: 6.917 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13899], Speed: 6.823 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 13999], Speed: 6.969 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 14099], Speed: 6.933 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 14199], Speed: 6.975 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 14299], Speed: 6.927 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.854
[Epoch 23][Batch 14399], Speed: 6.889 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.853
[Epoch 23][Batch 14499], Speed: 7.001 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.853
[Epoch 23][Batch 14599], Speed: 6.882 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.853
[Epoch 23] Training cost: 16943.530, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.093
[Epoch 23] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.393
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.613
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.429
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.433
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.496
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.322
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.511
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.539
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.374
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.666
person=54.7
bicycle=32.2
car=44.2
motorcycle=42.4
airplane=61.5
bus=63.0
train=58.7
truck=33.6
boat=26.5
traffic light=26.5
fire hydrant=65.1
stop sign=65.2
parking meter=42.7
bench=23.4
bird=33.5
cat=61.9
dog=56.7
horse=55.9
sheep=48.0
cow=53.1
elephant=58.8
bear=64.5
zebra=63.5
giraffe=64.0
backpack=15.8
umbrella=39.5
handbag=14.5
tie=31.0
suitcase=37.9
frisbee=64.0
skis=23.4
snowboard=30.7
sports ball=41.2
kite=36.1
baseball bat=28.3
baseball glove=34.7
skateboard=50.9
surfboard=35.6
tennis racket=46.4
bottle=39.6
wine glass=35.3
cup=41.0
fork=32.9
knife=15.7
spoon=15.9
bowl=38.1
banana=22.2
apple=19.6
sandwich=30.8
orange=30.8
broccoli=19.5
carrot=20.8
hot dog=30.5
pizza=49.5
donut=43.7
cake=36.0
chair=25.5
couch=35.0
potted plant=26.0
bed=34.8
dining table=26.8
toilet=55.6
tv=54.5
laptop=56.5
mouse=60.0
remote=29.6
keyboard=48.8
cell phone=33.6
microwave=51.5
oven=29.3
toaster=39.2
sink=35.5
refrigerator=50.3
book=17.5
clock=50.2
vase=36.8
scissors=22.7
teddy bear=43.4
hair drier=7.0
toothbrush=21.4
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=39.3
[Epoch 23] mAP 39.3 higher than current best [38.6] saving to faster_rcnn_fpn_bn_resnet50_v1b_coco_best.params
[Epoch 23] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0023_39.3000.params
[Epoch 24][Batch 99], Speed: 6.427 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.095,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.853
[Epoch 24][Batch 199], Speed: 6.965 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.853
[Epoch 24][Batch 299], Speed: 6.933 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.853
[Epoch 24][Batch 399], Speed: 6.894 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.853
[Epoch 24][Batch 499], Speed: 6.803 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 599], Speed: 6.964 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 699], Speed: 6.916 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 799], Speed: 7.073 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 899], Speed: 6.887 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 999], Speed: 6.959 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 1099], Speed: 6.955 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 1199], Speed: 6.870 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 1299], Speed: 6.922 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 1399], Speed: 6.907 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 1499], Speed: 6.987 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.853
[Epoch 24][Batch 1599], Speed: 7.005 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 1699], Speed: 6.930 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 1799], Speed: 6.922 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 1899], Speed: 6.969 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 1999], Speed: 6.898 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2099], Speed: 6.885 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2199], Speed: 7.013 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2299], Speed: 6.947 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.263,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2399], Speed: 6.878 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2499], Speed: 6.938 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2599], Speed: 6.947 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2699], Speed: 6.941 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2799], Speed: 6.930 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2899], Speed: 6.894 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 2999], Speed: 6.955 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 3099], Speed: 7.027 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 3199], Speed: 6.929 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.852
[Epoch 24][Batch 3299], Speed: 6.985 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 3399], Speed: 6.892 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 3499], Speed: 6.927 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 3599], Speed: 6.999 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 3699], Speed: 6.885 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 3799], Speed: 6.930 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 3899], Speed: 6.993 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 3999], Speed: 6.946 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4099], Speed: 6.869 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4199], Speed: 6.874 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4299], Speed: 6.944 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4399], Speed: 6.978 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4499], Speed: 6.892 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4599], Speed: 6.966 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4699], Speed: 6.938 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4799], Speed: 6.978 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4899], Speed: 6.931 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 4999], Speed: 6.977 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 5099], Speed: 6.929 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.851
[Epoch 24][Batch 5199], Speed: 6.965 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 5299], Speed: 7.061 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 5399], Speed: 6.899 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 5499], Speed: 6.929 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 5599], Speed: 6.970 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 5699], Speed: 6.898 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 5799], Speed: 6.915 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 5899], Speed: 6.937 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 5999], Speed: 6.881 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6099], Speed: 6.865 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6199], Speed: 6.852 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6299], Speed: 6.937 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6399], Speed: 7.058 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6499], Speed: 6.920 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6599], Speed: 6.913 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6699], Speed: 6.966 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6799], Speed: 6.957 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6899], Speed: 6.959 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.850
[Epoch 24][Batch 6999], Speed: 7.025 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7099], Speed: 7.048 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7199], Speed: 6.934 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7299], Speed: 6.965 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7399], Speed: 7.028 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7499], Speed: 7.021 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7599], Speed: 7.030 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7699], Speed: 6.949 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7799], Speed: 6.997 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7899], Speed: 6.945 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 7999], Speed: 6.908 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8099], Speed: 6.896 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8199], Speed: 7.045 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8299], Speed: 7.042 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8399], Speed: 6.932 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8499], Speed: 6.849 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8599], Speed: 6.908 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8699], Speed: 6.887 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8799], Speed: 6.936 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.849
[Epoch 24][Batch 8899], Speed: 6.979 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 8999], Speed: 6.984 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9099], Speed: 6.955 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9199], Speed: 6.955 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9299], Speed: 6.908 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9399], Speed: 6.895 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9499], Speed: 6.904 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9599], Speed: 6.967 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9699], Speed: 6.865 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9799], Speed: 6.867 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9899], Speed: 6.891 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 9999], Speed: 6.931 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 10099], Speed: 6.987 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 10199], Speed: 7.022 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 10299], Speed: 6.975 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 10399], Speed: 6.834 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 10499], Speed: 6.877 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 10599], Speed: 6.970 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 10699], Speed: 6.902 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.848
[Epoch 24][Batch 10799], Speed: 7.025 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 10899], Speed: 6.943 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 10999], Speed: 6.971 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11099], Speed: 6.975 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11199], Speed: 6.902 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11299], Speed: 6.951 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11399], Speed: 6.947 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11499], Speed: 6.927 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11599], Speed: 6.891 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11699], Speed: 6.978 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11799], Speed: 7.085 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11899], Speed: 6.894 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 11999], Speed: 6.946 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 12099], Speed: 6.910 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 12199], Speed: 7.003 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 12299], Speed: 6.941 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 12399], Speed: 6.918 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 12499], Speed: 7.011 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 12599], Speed: 6.910 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.847
[Epoch 24][Batch 12699], Speed: 6.926 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 12799], Speed: 7.029 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 12899], Speed: 6.870 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 12999], Speed: 6.935 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13099], Speed: 6.916 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13199], Speed: 6.984 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13299], Speed: 6.866 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13399], Speed: 6.883 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13499], Speed: 6.961 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13599], Speed: 6.935 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13699], Speed: 6.976 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13799], Speed: 6.984 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13899], Speed: 6.914 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 13999], Speed: 6.896 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 14099], Speed: 6.987 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 14199], Speed: 6.974 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 14299], Speed: 6.943 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 14399], Speed: 6.947 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.261,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 14499], Speed: 6.873 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.846
[Epoch 24][Batch 14599], Speed: 6.964 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 24] Training cost: 16900.746, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.092
[Epoch 24] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0024_0.0000.params
[Epoch 25][Batch 99], Speed: 6.564 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.091,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 199], Speed: 7.034 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.094,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 299], Speed: 7.002 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.094,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 399], Speed: 6.958 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 499], Speed: 7.020 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 599], Speed: 6.927 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 699], Speed: 6.875 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 799], Speed: 6.971 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.094,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 899], Speed: 6.899 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 999], Speed: 6.911 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 1099], Speed: 6.914 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 1199], Speed: 6.978 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 1299], Speed: 6.905 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 1399], Speed: 6.900 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 1499], Speed: 6.884 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 1599], Speed: 6.889 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 1699], Speed: 6.937 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.845
[Epoch 25][Batch 1799], Speed: 6.924 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 1899], Speed: 7.047 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 1999], Speed: 6.938 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2099], Speed: 6.974 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2199], Speed: 6.947 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2299], Speed: 6.879 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2399], Speed: 7.024 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2499], Speed: 6.841 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2599], Speed: 6.960 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2699], Speed: 7.030 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2799], Speed: 6.984 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2899], Speed: 6.919 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 2999], Speed: 7.119 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 3099], Speed: 6.832 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 3199], Speed: 6.881 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 3299], Speed: 6.937 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 3399], Speed: 6.955 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 3499], Speed: 7.016 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 3599], Speed: 6.934 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 3699], Speed: 6.927 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.844
[Epoch 25][Batch 3799], Speed: 6.925 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 3899], Speed: 6.941 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 3999], Speed: 6.956 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4099], Speed: 7.004 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4199], Speed: 6.882 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4299], Speed: 6.936 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4399], Speed: 6.824 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4499], Speed: 6.933 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.093,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4599], Speed: 6.998 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4699], Speed: 6.976 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4799], Speed: 6.992 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4899], Speed: 6.951 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 4999], Speed: 6.971 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 5099], Speed: 6.974 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 5199], Speed: 6.955 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 5299], Speed: 6.878 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 5399], Speed: 6.807 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 5499], Speed: 7.027 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 5599], Speed: 6.990 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.843
[Epoch 25][Batch 5699], Speed: 6.873 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 5799], Speed: 6.947 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 5899], Speed: 6.910 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 5999], Speed: 6.898 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6099], Speed: 6.877 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.260,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6199], Speed: 6.876 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6299], Speed: 6.830 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6399], Speed: 6.838 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6499], Speed: 6.915 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6599], Speed: 6.919 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6699], Speed: 6.974 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6799], Speed: 6.923 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6899], Speed: 7.022 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 6999], Speed: 6.971 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 7099], Speed: 7.036 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 7199], Speed: 7.011 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 7299], Speed: 6.991 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 7399], Speed: 6.940 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 7499], Speed: 6.865 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.842
[Epoch 25][Batch 7599], Speed: 6.951 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.841
[Epoch 25][Batch 7699], Speed: 6.951 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.841
[Epoch 25][Batch 7799], Speed: 6.952 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.841
[Epoch 25][Batch 7899], Speed: 6.863 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.841
[Epoch 25][Batch 7999], Speed: 6.947 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.841
[Epoch 25][Batch 8099], Speed: 6.963 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.931,RCNNL1Loss=0.841
[Epoch 25][Batch 8199], Speed: 6.807 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 8299], Speed: 6.967 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 8399], Speed: 6.763 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 8499], Speed: 6.998 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 8599], Speed: 6.902 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 8699], Speed: 7.006 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 8799], Speed: 6.934 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 8899], Speed: 6.930 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 8999], Speed: 6.909 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 9099], Speed: 6.834 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 9199], Speed: 6.845 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 9299], Speed: 6.986 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 9399], Speed: 6.881 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 9499], Speed: 6.914 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.841
[Epoch 25][Batch 9599], Speed: 6.872 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 9699], Speed: 6.985 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 9799], Speed: 6.980 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 9899], Speed: 6.993 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 9999], Speed: 6.929 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10099], Speed: 6.931 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10199], Speed: 7.034 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10299], Speed: 6.812 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10399], Speed: 6.965 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10499], Speed: 6.959 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10599], Speed: 6.914 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10699], Speed: 6.946 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10799], Speed: 6.905 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10899], Speed: 6.861 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 10999], Speed: 6.896 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 11099], Speed: 6.844 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 11199], Speed: 6.844 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 11299], Speed: 6.956 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 11399], Speed: 6.966 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 11499], Speed: 7.045 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 11599], Speed: 6.922 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.840
[Epoch 25][Batch 11699], Speed: 6.907 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 11799], Speed: 6.921 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 11899], Speed: 6.948 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 11999], Speed: 6.945 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12099], Speed: 7.024 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12199], Speed: 6.913 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12299], Speed: 6.983 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12399], Speed: 6.978 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12499], Speed: 7.012 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12599], Speed: 7.020 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12699], Speed: 6.825 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.259,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12799], Speed: 6.890 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12899], Speed: 6.933 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 12999], Speed: 6.963 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 13099], Speed: 6.940 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 13199], Speed: 6.992 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 13299], Speed: 6.947 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 13399], Speed: 6.965 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 13499], Speed: 6.970 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 13599], Speed: 6.961 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 13699], Speed: 6.971 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.839
[Epoch 25][Batch 13799], Speed: 6.953 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25][Batch 13899], Speed: 6.977 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25][Batch 13999], Speed: 6.986 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25][Batch 14099], Speed: 7.018 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25][Batch 14199], Speed: 7.044 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25][Batch 14299], Speed: 6.942 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25][Batch 14399], Speed: 6.893 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25][Batch 14499], Speed: 6.937 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25][Batch 14599], Speed: 6.891 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092,RPNAcc=0.986,RPNL1Loss=0.258,RCNNAcc=0.932,RCNNL1Loss=0.838
[Epoch 25] Training cost: 16906.654, RPN_Conf=0.021,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.143,RCNN_SmoothL1=0.092
[Epoch 25] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.393
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.613
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.429
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.496
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.322
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.511
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.540
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.376
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.572
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.668
person=54.7
bicycle=32.5
car=43.8
motorcycle=42.2
airplane=61.1
bus=62.9
train=59.1
truck=34.4
boat=26.7
traffic light=26.6
fire hydrant=64.9
stop sign=64.9
parking meter=43.6
bench=23.5
bird=33.5
cat=61.8
dog=57.9
horse=56.1
sheep=47.7
cow=53.5
elephant=57.8
bear=63.7
zebra=63.5
giraffe=64.1
backpack=16.2
umbrella=39.9
handbag=14.8
tie=31.1
suitcase=37.4
frisbee=63.5
skis=23.3
snowboard=30.0
sports ball=41.2
kite=36.6
baseball bat=27.5
baseball glove=35.3
skateboard=50.1
surfboard=35.9
tennis racket=47.3
bottle=39.3
wine glass=35.5
cup=41.1
fork=32.9
knife=15.3
spoon=16.5
bowl=38.3
banana=21.9
apple=20.1
sandwich=30.6
orange=30.8
broccoli=19.4
carrot=20.5
hot dog=30.2
pizza=49.5
donut=43.8
cake=35.2
chair=25.6
couch=36.4
potted plant=25.8
bed=35.2
dining table=26.4
toilet=56.2
tv=54.8
laptop=57.1
mouse=60.3
remote=30.1
keyboard=48.5
cell phone=34.2
microwave=50.7
oven=29.2
toaster=39.5
sink=35.7
refrigerator=50.9
book=17.4
clock=49.8
vase=37.4
scissors=22.1
teddy bear=43.0
hair drier=7.0
toothbrush=20.6
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=39.3
[Epoch 25] Saving parameters to faster_rcnn_fpn_bn_resnet50_v1b_coco_0025_39.3000.params