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, momentum=0.9, network='resnet50_v1b', num_workers=8, resume='', save_interval=1, save_prefix='mask_rcnn_fpn_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(['P2_conv_lat_weight', 'P2_conv_lat_bias', 'resnetv1b_layers2_conv0_weight', 'resnetv1b_layers2_conv1_weight', 'resnetv1b_layers2_conv2_weight', 'resnetv1b_down2_conv0_weight', 'resnetv1b_layers2_conv3_weight', 'resnetv1b_layers2_conv4_weight', 'resnetv1b_layers2_conv5_weight', 'resnetv1b_layers2_conv6_weight', 'resnetv1b_layers2_conv7_weight', 'resnetv1b_layers2_conv8_weight', 'resnetv1b_layers2_conv9_weight', 'resnetv1b_layers2_conv10_weight', 'resnetv1b_layers2_conv11_weight', 'P3_conv_lat_weight', 'P3_conv_lat_bias', 'resnetv1b_layers3_conv0_weight', 'resnetv1b_layers3_conv1_weight', 'resnetv1b_layers3_conv2_weight', 'resnetv1b_down3_conv0_weight', 'resnetv1b_layers3_conv3_weight', 'resnetv1b_layers3_conv4_weight', 'resnetv1b_layers3_conv5_weight', 'resnetv1b_layers3_conv6_weight', 'resnetv1b_layers3_conv7_weight', 'resnetv1b_layers3_conv8_weight', 'resnetv1b_layers3_conv9_weight', 'resnetv1b_layers3_conv10_weight', 'resnetv1b_layers3_conv11_weight', 'resnetv1b_layers3_conv12_weight', 'resnetv1b_layers3_conv13_weight', 'resnetv1b_layers3_conv14_weight', 'resnetv1b_layers3_conv15_weight', 'resnetv1b_layers3_conv16_weight', 'resnetv1b_layers3_conv17_weight', 'P4_conv_lat_weight', 'P4_conv_lat_bias', 'resnetv1b_layers4_conv0_weight', 'resnetv1b_layers4_conv1_weight', 'resnetv1b_layers4_conv2_weight', 'resnetv1b_down4_conv0_weight', 'resnetv1b_layers4_conv3_weight', 'resnetv1b_layers4_conv4_weight', 'resnetv1b_layers4_conv5_weight', 'resnetv1b_layers4_conv6_weight', 'resnetv1b_layers4_conv7_weight', 'resnetv1b_layers4_conv8_weight', 'P5_conv_lat_weight', 'P5_conv_lat_bias', 'P2_conv1_weight', 'P2_conv1_bias', 'P3_conv1_weight', 'P3_conv1_bias', 'P4_conv1_weight', 'P4_conv1_bias', 'P5_conv1_weight', 'P5_conv1_bias', 'P6_conv1_weight', 'P6_conv1_bias', 'dense0_weight', 'dense0_bias', 'dense1_weight', 'dense1_bias', 'maskrcnn0_dense0_weight', 'maskrcnn0_dense0_bias', 'maskrcnn0_dense1_weight', 'maskrcnn0_dense1_bias', 'maskrcnn0_rpn0_rpnanchorgenerator0_anchor_', 'maskrcnn0_rpn0_rpnanchorgenerator1_anchor_', 'maskrcnn0_rpn0_rpnanchorgenerator2_anchor_', 'maskrcnn0_rpn0_rpnanchorgenerator3_anchor_', 'maskrcnn0_rpn0_rpnanchorgenerator4_anchor_', 'maskrcnn0_rpn0_rpnhead0_conv0_weight', 'maskrcnn0_rpn0_rpnhead0_conv0_bias', 'maskrcnn0_rpn0_rpnhead0_conv1_weight', 'maskrcnn0_rpn0_rpnhead0_conv1_bias', 'maskrcnn0_rpn0_rpnhead0_conv2_weight', 'maskrcnn0_rpn0_rpnhead0_conv2_bias', 'maskrcnn0_mask0_conv0_weight', 'maskrcnn0_mask0_conv0_bias', 'maskrcnn0_mask0_conv1_weight', 'maskrcnn0_mask0_conv1_bias', 'maskrcnn0_mask0_conv2_weight', 'maskrcnn0_mask0_conv2_bias', 'maskrcnn0_mask0_conv3_weight', 'maskrcnn0_mask0_conv3_bias', 'maskrcnn0_mask0_conv4_weight', 'maskrcnn0_mask0_conv4_bias', 'maskrcnn0_mask0_conv5_weight', 'maskrcnn0_mask0_conv5_bias'])
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.003333333333333333
[Epoch 0][Batch 99], Speed: 6.205 samples/sec, RPN_Conf=0.233,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.587,RCNN_SmoothL1=0.139,RCNN_Mask=0.733,RPNAcc=0.891,RPNL1Loss=0.652,RCNNAcc=0.926,RCNNL1Loss=2.158,MaskAcc=0.529,MaskFGAcc=0.567
[Epoch 0 Iteration 100] Set learning rate to 0.004
[Epoch 0][Batch 199], Speed: 6.931 samples/sec, RPN_Conf=0.185,RPN_SmoothL1=0.074,RCNN_CrossEntropy=0.539,RCNN_SmoothL1=0.155,RCNN_Mask=0.700,RPNAcc=0.918,RPNL1Loss=0.612,RCNNAcc=0.925,RCNNL1Loss=2.206,MaskAcc=0.559,MaskFGAcc=0.583
[Epoch 0 Iteration 200] Set learning rate to 0.004666666666666667
[Epoch 0][Batch 299], Speed: 6.842 samples/sec, RPN_Conf=0.163,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.547,RCNN_SmoothL1=0.175,RCNN_Mask=0.677,RPNAcc=0.930,RPNL1Loss=0.591,RCNNAcc=0.919,RCNNL1Loss=2.254,MaskAcc=0.584,MaskFGAcc=0.599
[Epoch 0 Iteration 300] Set learning rate to 0.005333333333333333
[Epoch 0][Batch 399], Speed: 6.956 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.558,RCNN_SmoothL1=0.192,RCNN_Mask=0.657,RPNAcc=0.937,RPNL1Loss=0.576,RCNNAcc=0.914,RCNNL1Loss=2.283,MaskAcc=0.606,MaskFGAcc=0.619
[Epoch 0 Iteration 400] Set learning rate to 0.006
[Epoch 0][Batch 499], Speed: 6.937 samples/sec, RPN_Conf=0.138,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.561,RCNN_SmoothL1=0.203,RCNN_Mask=0.639,RPNAcc=0.942,RPNL1Loss=0.564,RCNNAcc=0.911,RCNNL1Loss=2.292,MaskAcc=0.626,MaskFGAcc=0.634
[Epoch 0 Iteration 500] Set learning rate to 0.006666666666666666
[Epoch 0][Batch 599], Speed: 6.949 samples/sec, RPN_Conf=0.131,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.566,RCNN_SmoothL1=0.211,RCNN_Mask=0.623,RPNAcc=0.946,RPNL1Loss=0.556,RCNNAcc=0.908,RCNNL1Loss=2.289,MaskAcc=0.642,MaskFGAcc=0.644
[Epoch 0 Iteration 600] Set learning rate to 0.007333333333333333
[Epoch 0][Batch 699], Speed: 6.852 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.566,RCNN_SmoothL1=0.215,RCNN_Mask=0.607,RPNAcc=0.948,RPNL1Loss=0.551,RCNNAcc=0.907,RCNNL1Loss=2.277,MaskAcc=0.656,MaskFGAcc=0.651
[Epoch 0 Iteration 700] Set learning rate to 0.008
[Epoch 0][Batch 799], Speed: 6.954 samples/sec, RPN_Conf=0.121,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.570,RCNN_SmoothL1=0.219,RCNN_Mask=0.594,RPNAcc=0.950,RPNL1Loss=0.543,RCNNAcc=0.905,RCNNL1Loss=2.263,MaskAcc=0.669,MaskFGAcc=0.655
[Epoch 0 Iteration 800] Set learning rate to 0.008666666666666668
[Epoch 0][Batch 899], Speed: 6.914 samples/sec, RPN_Conf=0.117,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.570,RCNN_SmoothL1=0.222,RCNN_Mask=0.581,RPNAcc=0.952,RPNL1Loss=0.537,RCNNAcc=0.904,RCNNL1Loss=2.247,MaskAcc=0.680,MaskFGAcc=0.656
[Epoch 0 Iteration 900] Set learning rate to 0.009333333333333334
[Epoch 0][Batch 999], Speed: 6.957 samples/sec, RPN_Conf=0.114,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.569,RCNN_SmoothL1=0.223,RCNN_Mask=0.570,RPNAcc=0.953,RPNL1Loss=0.532,RCNNAcc=0.903,RCNNL1Loss=2.232,MaskAcc=0.690,MaskFGAcc=0.655
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 6.979 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.569,RCNN_SmoothL1=0.225,RCNN_Mask=0.560,RPNAcc=0.955,RPNL1Loss=0.528,RCNNAcc=0.902,RCNNL1Loss=2.217,MaskAcc=0.698,MaskFGAcc=0.652
[Epoch 0][Batch 1199], Speed: 6.894 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.569,RCNN_SmoothL1=0.227,RCNN_Mask=0.552,RPNAcc=0.956,RPNL1Loss=0.523,RCNNAcc=0.901,RCNNL1Loss=2.198,MaskAcc=0.706,MaskFGAcc=0.648
[Epoch 0][Batch 1299], Speed: 6.941 samples/sec, RPN_Conf=0.108,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.569,RCNN_SmoothL1=0.228,RCNN_Mask=0.544,RPNAcc=0.956,RPNL1Loss=0.519,RCNNAcc=0.900,RCNNL1Loss=2.177,MaskAcc=0.712,MaskFGAcc=0.645
[Epoch 0][Batch 1399], Speed: 6.921 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.567,RCNN_SmoothL1=0.229,RCNN_Mask=0.538,RPNAcc=0.957,RPNL1Loss=0.516,RCNNAcc=0.899,RCNNL1Loss=2.158,MaskAcc=0.717,MaskFGAcc=0.643
[Epoch 0][Batch 1499], Speed: 6.928 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.565,RCNN_SmoothL1=0.229,RCNN_Mask=0.530,RPNAcc=0.958,RPNL1Loss=0.512,RCNNAcc=0.898,RCNNL1Loss=2.135,MaskAcc=0.723,MaskFGAcc=0.640
[Epoch 0][Batch 1599], Speed: 6.965 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.561,RCNN_SmoothL1=0.228,RCNN_Mask=0.523,RPNAcc=0.958,RPNL1Loss=0.510,RCNNAcc=0.898,RCNNL1Loss=2.112,MaskAcc=0.728,MaskFGAcc=0.638
[Epoch 0][Batch 1699], Speed: 6.975 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.557,RCNN_SmoothL1=0.227,RCNN_Mask=0.517,RPNAcc=0.959,RPNL1Loss=0.506,RCNNAcc=0.898,RCNNL1Loss=2.091,MaskAcc=0.732,MaskFGAcc=0.637
[Epoch 0][Batch 1799], Speed: 6.941 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.553,RCNN_SmoothL1=0.226,RCNN_Mask=0.511,RPNAcc=0.960,RPNL1Loss=0.504,RCNNAcc=0.898,RCNNL1Loss=2.069,MaskAcc=0.737,MaskFGAcc=0.634
[Epoch 0][Batch 1899], Speed: 6.975 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.550,RCNN_SmoothL1=0.225,RCNN_Mask=0.506,RPNAcc=0.960,RPNL1Loss=0.501,RCNNAcc=0.897,RCNNL1Loss=2.048,MaskAcc=0.741,MaskFGAcc=0.633
[Epoch 0][Batch 1999], Speed: 7.024 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.547,RCNN_SmoothL1=0.224,RCNN_Mask=0.501,RPNAcc=0.961,RPNL1Loss=0.499,RCNNAcc=0.897,RCNNL1Loss=2.027,MaskAcc=0.744,MaskFGAcc=0.632
[Epoch 0][Batch 2099], Speed: 6.907 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.543,RCNN_SmoothL1=0.223,RCNN_Mask=0.496,RPNAcc=0.961,RPNL1Loss=0.496,RCNNAcc=0.897,RCNNL1Loss=2.006,MaskAcc=0.748,MaskFGAcc=0.630
[Epoch 0][Batch 2199], Speed: 6.982 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.541,RCNN_SmoothL1=0.222,RCNN_Mask=0.492,RPNAcc=0.962,RPNL1Loss=0.494,RCNNAcc=0.897,RCNNL1Loss=1.987,MaskAcc=0.751,MaskFGAcc=0.628
[Epoch 0][Batch 2299], Speed: 6.960 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.538,RCNN_SmoothL1=0.221,RCNN_Mask=0.487,RPNAcc=0.962,RPNL1Loss=0.492,RCNNAcc=0.896,RCNNL1Loss=1.969,MaskAcc=0.753,MaskFGAcc=0.627
[Epoch 0][Batch 2399], Speed: 6.851 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.534,RCNN_SmoothL1=0.220,RCNN_Mask=0.483,RPNAcc=0.962,RPNL1Loss=0.489,RCNNAcc=0.896,RCNNL1Loss=1.950,MaskAcc=0.756,MaskFGAcc=0.625
[Epoch 0][Batch 2499], Speed: 6.936 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.531,RCNN_SmoothL1=0.219,RCNN_Mask=0.480,RPNAcc=0.963,RPNL1Loss=0.487,RCNNAcc=0.896,RCNNL1Loss=1.934,MaskAcc=0.759,MaskFGAcc=0.623
[Epoch 0][Batch 2599], Speed: 6.940 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.528,RCNN_SmoothL1=0.218,RCNN_Mask=0.476,RPNAcc=0.963,RPNL1Loss=0.486,RCNNAcc=0.896,RCNNL1Loss=1.917,MaskAcc=0.761,MaskFGAcc=0.622
[Epoch 0][Batch 2699], Speed: 6.923 samples/sec, RPN_Conf=0.092,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.525,RCNN_SmoothL1=0.217,RCNN_Mask=0.473,RPNAcc=0.964,RPNL1Loss=0.484,RCNNAcc=0.896,RCNNL1Loss=1.900,MaskAcc=0.763,MaskFGAcc=0.621
[Epoch 0][Batch 2799], Speed: 6.911 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.522,RCNN_SmoothL1=0.216,RCNN_Mask=0.470,RPNAcc=0.964,RPNL1Loss=0.482,RCNNAcc=0.896,RCNNL1Loss=1.885,MaskAcc=0.765,MaskFGAcc=0.618
[Epoch 0][Batch 2899], Speed: 6.953 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.519,RCNN_SmoothL1=0.215,RCNN_Mask=0.467,RPNAcc=0.964,RPNL1Loss=0.480,RCNNAcc=0.896,RCNNL1Loss=1.869,MaskAcc=0.767,MaskFGAcc=0.617
[Epoch 0][Batch 2999], Speed: 6.947 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.517,RCNN_SmoothL1=0.214,RCNN_Mask=0.463,RPNAcc=0.964,RPNL1Loss=0.478,RCNNAcc=0.896,RCNNL1Loss=1.855,MaskAcc=0.770,MaskFGAcc=0.616
[Epoch 0][Batch 3099], Speed: 6.893 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.514,RCNN_SmoothL1=0.213,RCNN_Mask=0.460,RPNAcc=0.965,RPNL1Loss=0.477,RCNNAcc=0.896,RCNNL1Loss=1.840,MaskAcc=0.771,MaskFGAcc=0.614
[Epoch 0][Batch 3199], Speed: 6.989 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.511,RCNN_SmoothL1=0.213,RCNN_Mask=0.458,RPNAcc=0.965,RPNL1Loss=0.475,RCNNAcc=0.896,RCNNL1Loss=1.826,MaskAcc=0.773,MaskFGAcc=0.613
[Epoch 0][Batch 3299], Speed: 6.919 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.509,RCNN_SmoothL1=0.212,RCNN_Mask=0.455,RPNAcc=0.965,RPNL1Loss=0.473,RCNNAcc=0.896,RCNNL1Loss=1.812,MaskAcc=0.775,MaskFGAcc=0.611
[Epoch 0][Batch 3399], Speed: 6.946 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.506,RCNN_SmoothL1=0.211,RCNN_Mask=0.453,RPNAcc=0.965,RPNL1Loss=0.471,RCNNAcc=0.896,RCNNL1Loss=1.800,MaskAcc=0.777,MaskFGAcc=0.610
[Epoch 0][Batch 3499], Speed: 6.970 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.503,RCNN_SmoothL1=0.210,RCNN_Mask=0.450,RPNAcc=0.966,RPNL1Loss=0.469,RCNNAcc=0.896,RCNNL1Loss=1.788,MaskAcc=0.778,MaskFGAcc=0.608
[Epoch 0][Batch 3599], Speed: 6.987 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.501,RCNN_SmoothL1=0.209,RCNN_Mask=0.448,RPNAcc=0.966,RPNL1Loss=0.468,RCNNAcc=0.896,RCNNL1Loss=1.776,MaskAcc=0.780,MaskFGAcc=0.607
[Epoch 0][Batch 3699], Speed: 6.971 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.499,RCNN_SmoothL1=0.208,RCNN_Mask=0.446,RPNAcc=0.966,RPNL1Loss=0.467,RCNNAcc=0.895,RCNNL1Loss=1.765,MaskAcc=0.781,MaskFGAcc=0.606
[Epoch 0][Batch 3799], Speed: 6.898 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.497,RCNN_SmoothL1=0.208,RCNN_Mask=0.444,RPNAcc=0.966,RPNL1Loss=0.465,RCNNAcc=0.895,RCNNL1Loss=1.753,MaskAcc=0.782,MaskFGAcc=0.605
[Epoch 0][Batch 3899], Speed: 6.878 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.494,RCNN_SmoothL1=0.207,RCNN_Mask=0.442,RPNAcc=0.966,RPNL1Loss=0.465,RCNNAcc=0.896,RCNNL1Loss=1.743,MaskAcc=0.784,MaskFGAcc=0.604
[Epoch 0][Batch 3999], Speed: 6.934 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.492,RCNN_SmoothL1=0.206,RCNN_Mask=0.440,RPNAcc=0.967,RPNL1Loss=0.463,RCNNAcc=0.896,RCNNL1Loss=1.732,MaskAcc=0.785,MaskFGAcc=0.603
[Epoch 0][Batch 4099], Speed: 6.962 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.490,RCNN_SmoothL1=0.205,RCNN_Mask=0.438,RPNAcc=0.967,RPNL1Loss=0.462,RCNNAcc=0.896,RCNNL1Loss=1.723,MaskAcc=0.786,MaskFGAcc=0.602
[Epoch 0][Batch 4199], Speed: 6.897 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.488,RCNN_SmoothL1=0.205,RCNN_Mask=0.436,RPNAcc=0.967,RPNL1Loss=0.461,RCNNAcc=0.896,RCNNL1Loss=1.713,MaskAcc=0.787,MaskFGAcc=0.601
[Epoch 0][Batch 4299], Speed: 6.900 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.486,RCNN_SmoothL1=0.204,RCNN_Mask=0.434,RPNAcc=0.967,RPNL1Loss=0.460,RCNNAcc=0.896,RCNNL1Loss=1.705,MaskAcc=0.788,MaskFGAcc=0.600
[Epoch 0][Batch 4399], Speed: 6.962 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.483,RCNN_SmoothL1=0.203,RCNN_Mask=0.433,RPNAcc=0.967,RPNL1Loss=0.459,RCNNAcc=0.896,RCNNL1Loss=1.697,MaskAcc=0.789,MaskFGAcc=0.600
[Epoch 0][Batch 4499], Speed: 6.985 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.482,RCNN_SmoothL1=0.203,RCNN_Mask=0.431,RPNAcc=0.968,RPNL1Loss=0.457,RCNNAcc=0.896,RCNNL1Loss=1.688,MaskAcc=0.790,MaskFGAcc=0.599
[Epoch 0][Batch 4599], Speed: 6.926 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.480,RCNN_SmoothL1=0.202,RCNN_Mask=0.430,RPNAcc=0.968,RPNL1Loss=0.456,RCNNAcc=0.896,RCNNL1Loss=1.680,MaskAcc=0.791,MaskFGAcc=0.598
[Epoch 0][Batch 4699], Speed: 6.907 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.478,RCNN_SmoothL1=0.202,RCNN_Mask=0.428,RPNAcc=0.968,RPNL1Loss=0.455,RCNNAcc=0.896,RCNNL1Loss=1.672,MaskAcc=0.792,MaskFGAcc=0.597
[Epoch 0][Batch 4799], Speed: 6.959 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.477,RCNN_SmoothL1=0.201,RCNN_Mask=0.427,RPNAcc=0.968,RPNL1Loss=0.454,RCNNAcc=0.896,RCNNL1Loss=1.664,MaskAcc=0.793,MaskFGAcc=0.597
[Epoch 0][Batch 4899], Speed: 6.879 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.475,RCNN_SmoothL1=0.200,RCNN_Mask=0.425,RPNAcc=0.968,RPNL1Loss=0.453,RCNNAcc=0.896,RCNNL1Loss=1.655,MaskAcc=0.794,MaskFGAcc=0.596
[Epoch 0][Batch 4999], Speed: 6.920 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.473,RCNN_SmoothL1=0.200,RCNN_Mask=0.424,RPNAcc=0.968,RPNL1Loss=0.452,RCNNAcc=0.896,RCNNL1Loss=1.648,MaskAcc=0.795,MaskFGAcc=0.595
[Epoch 0][Batch 5099], Speed: 6.902 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.471,RCNN_SmoothL1=0.199,RCNN_Mask=0.422,RPNAcc=0.968,RPNL1Loss=0.451,RCNNAcc=0.896,RCNNL1Loss=1.640,MaskAcc=0.795,MaskFGAcc=0.595
[Epoch 0][Batch 5199], Speed: 6.973 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.470,RCNN_SmoothL1=0.198,RCNN_Mask=0.421,RPNAcc=0.969,RPNL1Loss=0.450,RCNNAcc=0.896,RCNNL1Loss=1.633,MaskAcc=0.796,MaskFGAcc=0.594
[Epoch 0][Batch 5299], Speed: 6.889 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.468,RCNN_SmoothL1=0.198,RCNN_Mask=0.420,RPNAcc=0.969,RPNL1Loss=0.449,RCNNAcc=0.896,RCNNL1Loss=1.627,MaskAcc=0.797,MaskFGAcc=0.594
[Epoch 0][Batch 5399], Speed: 6.970 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.466,RCNN_SmoothL1=0.197,RCNN_Mask=0.418,RPNAcc=0.969,RPNL1Loss=0.448,RCNNAcc=0.896,RCNNL1Loss=1.621,MaskAcc=0.798,MaskFGAcc=0.593
[Epoch 0][Batch 5499], Speed: 6.867 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.464,RCNN_SmoothL1=0.197,RCNN_Mask=0.417,RPNAcc=0.969,RPNL1Loss=0.447,RCNNAcc=0.896,RCNNL1Loss=1.614,MaskAcc=0.798,MaskFGAcc=0.592
[Epoch 0][Batch 5599], Speed: 6.985 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.463,RCNN_SmoothL1=0.196,RCNN_Mask=0.416,RPNAcc=0.969,RPNL1Loss=0.447,RCNNAcc=0.896,RCNNL1Loss=1.607,MaskAcc=0.799,MaskFGAcc=0.591
[Epoch 0][Batch 5699], Speed: 7.011 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.461,RCNN_SmoothL1=0.196,RCNN_Mask=0.415,RPNAcc=0.969,RPNL1Loss=0.446,RCNNAcc=0.896,RCNNL1Loss=1.601,MaskAcc=0.800,MaskFGAcc=0.591
[Epoch 0][Batch 5799], Speed: 6.913 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.460,RCNN_SmoothL1=0.195,RCNN_Mask=0.413,RPNAcc=0.969,RPNL1Loss=0.445,RCNNAcc=0.897,RCNNL1Loss=1.595,MaskAcc=0.801,MaskFGAcc=0.590
[Epoch 0][Batch 5899], Speed: 6.863 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.458,RCNN_SmoothL1=0.195,RCNN_Mask=0.412,RPNAcc=0.970,RPNL1Loss=0.444,RCNNAcc=0.897,RCNNL1Loss=1.589,MaskAcc=0.801,MaskFGAcc=0.590
[Epoch 0][Batch 5999], Speed: 6.911 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.457,RCNN_SmoothL1=0.194,RCNN_Mask=0.411,RPNAcc=0.970,RPNL1Loss=0.443,RCNNAcc=0.897,RCNNL1Loss=1.582,MaskAcc=0.802,MaskFGAcc=0.589
[Epoch 0][Batch 6099], Speed: 6.999 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.456,RCNN_SmoothL1=0.194,RCNN_Mask=0.410,RPNAcc=0.970,RPNL1Loss=0.442,RCNNAcc=0.897,RCNNL1Loss=1.577,MaskAcc=0.803,MaskFGAcc=0.588
[Epoch 0][Batch 6199], Speed: 6.900 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.454,RCNN_SmoothL1=0.193,RCNN_Mask=0.409,RPNAcc=0.970,RPNL1Loss=0.442,RCNNAcc=0.897,RCNNL1Loss=1.571,MaskAcc=0.803,MaskFGAcc=0.588
[Epoch 0][Batch 6299], Speed: 6.983 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.453,RCNN_SmoothL1=0.193,RCNN_Mask=0.408,RPNAcc=0.970,RPNL1Loss=0.441,RCNNAcc=0.897,RCNNL1Loss=1.566,MaskAcc=0.804,MaskFGAcc=0.587
[Epoch 0][Batch 6399], Speed: 6.970 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.451,RCNN_SmoothL1=0.192,RCNN_Mask=0.407,RPNAcc=0.970,RPNL1Loss=0.440,RCNNAcc=0.897,RCNNL1Loss=1.560,MaskAcc=0.804,MaskFGAcc=0.587
[Epoch 0][Batch 6499], Speed: 6.990 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.450,RCNN_SmoothL1=0.192,RCNN_Mask=0.406,RPNAcc=0.970,RPNL1Loss=0.440,RCNNAcc=0.897,RCNNL1Loss=1.555,MaskAcc=0.805,MaskFGAcc=0.586
[Epoch 0][Batch 6599], Speed: 6.922 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.449,RCNN_SmoothL1=0.191,RCNN_Mask=0.405,RPNAcc=0.970,RPNL1Loss=0.439,RCNNAcc=0.897,RCNNL1Loss=1.550,MaskAcc=0.806,MaskFGAcc=0.586
[Epoch 0][Batch 6699], Speed: 6.805 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.448,RCNN_SmoothL1=0.191,RCNN_Mask=0.404,RPNAcc=0.970,RPNL1Loss=0.438,RCNNAcc=0.897,RCNNL1Loss=1.545,MaskAcc=0.806,MaskFGAcc=0.585
[Epoch 0][Batch 6799], Speed: 6.889 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.447,RCNN_SmoothL1=0.191,RCNN_Mask=0.403,RPNAcc=0.970,RPNL1Loss=0.437,RCNNAcc=0.897,RCNNL1Loss=1.540,MaskAcc=0.807,MaskFGAcc=0.585
[Epoch 0][Batch 6899], Speed: 6.977 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.445,RCNN_SmoothL1=0.190,RCNN_Mask=0.402,RPNAcc=0.971,RPNL1Loss=0.436,RCNNAcc=0.897,RCNNL1Loss=1.535,MaskAcc=0.807,MaskFGAcc=0.584
[Epoch 0][Batch 6999], Speed: 6.895 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.444,RCNN_SmoothL1=0.190,RCNN_Mask=0.401,RPNAcc=0.971,RPNL1Loss=0.436,RCNNAcc=0.897,RCNNL1Loss=1.530,MaskAcc=0.808,MaskFGAcc=0.584
[Epoch 0][Batch 7099], Speed: 6.949 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.443,RCNN_SmoothL1=0.189,RCNN_Mask=0.400,RPNAcc=0.971,RPNL1Loss=0.435,RCNNAcc=0.897,RCNNL1Loss=1.526,MaskAcc=0.808,MaskFGAcc=0.583
[Epoch 0][Batch 7199], Speed: 7.006 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.442,RCNN_SmoothL1=0.189,RCNN_Mask=0.400,RPNAcc=0.971,RPNL1Loss=0.434,RCNNAcc=0.897,RCNNL1Loss=1.522,MaskAcc=0.809,MaskFGAcc=0.583
[Epoch 0][Batch 7299], Speed: 7.018 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.440,RCNN_SmoothL1=0.189,RCNN_Mask=0.399,RPNAcc=0.971,RPNL1Loss=0.434,RCNNAcc=0.898,RCNNL1Loss=1.518,MaskAcc=0.809,MaskFGAcc=0.582
[Epoch 0][Batch 7399], Speed: 6.937 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.439,RCNN_SmoothL1=0.188,RCNN_Mask=0.398,RPNAcc=0.971,RPNL1Loss=0.433,RCNNAcc=0.898,RCNNL1Loss=1.514,MaskAcc=0.809,MaskFGAcc=0.582
[Epoch 0][Batch 7499], Speed: 6.953 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.439,RCNN_SmoothL1=0.188,RCNN_Mask=0.397,RPNAcc=0.971,RPNL1Loss=0.433,RCNNAcc=0.898,RCNNL1Loss=1.509,MaskAcc=0.810,MaskFGAcc=0.581
[Epoch 0][Batch 7599], Speed: 7.045 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.437,RCNN_SmoothL1=0.187,RCNN_Mask=0.396,RPNAcc=0.971,RPNL1Loss=0.432,RCNNAcc=0.898,RCNNL1Loss=1.505,MaskAcc=0.810,MaskFGAcc=0.581
[Epoch 0][Batch 7699], Speed: 6.870 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.436,RCNN_SmoothL1=0.187,RCNN_Mask=0.395,RPNAcc=0.971,RPNL1Loss=0.431,RCNNAcc=0.898,RCNNL1Loss=1.500,MaskAcc=0.811,MaskFGAcc=0.580
[Epoch 0][Batch 7799], Speed: 6.973 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.435,RCNN_SmoothL1=0.187,RCNN_Mask=0.395,RPNAcc=0.971,RPNL1Loss=0.431,RCNNAcc=0.898,RCNNL1Loss=1.496,MaskAcc=0.811,MaskFGAcc=0.580
[Epoch 0][Batch 7899], Speed: 6.923 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.434,RCNN_SmoothL1=0.186,RCNN_Mask=0.394,RPNAcc=0.971,RPNL1Loss=0.430,RCNNAcc=0.898,RCNNL1Loss=1.492,MaskAcc=0.812,MaskFGAcc=0.579
[Epoch 0][Batch 7999], Speed: 6.910 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.433,RCNN_SmoothL1=0.186,RCNN_Mask=0.393,RPNAcc=0.971,RPNL1Loss=0.430,RCNNAcc=0.898,RCNNL1Loss=1.488,MaskAcc=0.812,MaskFGAcc=0.579
[Epoch 0][Batch 8099], Speed: 6.961 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.432,RCNN_SmoothL1=0.186,RCNN_Mask=0.392,RPNAcc=0.971,RPNL1Loss=0.429,RCNNAcc=0.898,RCNNL1Loss=1.484,MaskAcc=0.813,MaskFGAcc=0.579
[Epoch 0][Batch 8199], Speed: 6.935 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.431,RCNN_SmoothL1=0.185,RCNN_Mask=0.392,RPNAcc=0.972,RPNL1Loss=0.428,RCNNAcc=0.898,RCNNL1Loss=1.480,MaskAcc=0.813,MaskFGAcc=0.578
[Epoch 0][Batch 8299], Speed: 6.943 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.430,RCNN_SmoothL1=0.185,RCNN_Mask=0.391,RPNAcc=0.972,RPNL1Loss=0.428,RCNNAcc=0.898,RCNNL1Loss=1.476,MaskAcc=0.813,MaskFGAcc=0.578
[Epoch 0][Batch 8399], Speed: 6.879 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.185,RCNN_Mask=0.390,RPNAcc=0.972,RPNL1Loss=0.427,RCNNAcc=0.898,RCNNL1Loss=1.472,MaskAcc=0.814,MaskFGAcc=0.578
[Epoch 0][Batch 8499], Speed: 7.008 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.184,RCNN_Mask=0.389,RPNAcc=0.972,RPNL1Loss=0.427,RCNNAcc=0.898,RCNNL1Loss=1.469,MaskAcc=0.814,MaskFGAcc=0.577
[Epoch 0][Batch 8599], Speed: 6.981 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.427,RCNN_SmoothL1=0.184,RCNN_Mask=0.389,RPNAcc=0.972,RPNL1Loss=0.426,RCNNAcc=0.898,RCNNL1Loss=1.466,MaskAcc=0.815,MaskFGAcc=0.577
[Epoch 0][Batch 8699], Speed: 6.996 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.184,RCNN_Mask=0.388,RPNAcc=0.972,RPNL1Loss=0.426,RCNNAcc=0.898,RCNNL1Loss=1.462,MaskAcc=0.815,MaskFGAcc=0.576
[Epoch 0][Batch 8799], Speed: 6.895 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.184,RCNN_Mask=0.387,RPNAcc=0.972,RPNL1Loss=0.425,RCNNAcc=0.898,RCNNL1Loss=1.459,MaskAcc=0.815,MaskFGAcc=0.576
[Epoch 0][Batch 8899], Speed: 6.935 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.183,RCNN_Mask=0.387,RPNAcc=0.972,RPNL1Loss=0.425,RCNNAcc=0.898,RCNNL1Loss=1.455,MaskAcc=0.816,MaskFGAcc=0.576
[Epoch 0][Batch 8999], Speed: 6.927 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.183,RCNN_Mask=0.386,RPNAcc=0.972,RPNL1Loss=0.424,RCNNAcc=0.899,RCNNL1Loss=1.452,MaskAcc=0.816,MaskFGAcc=0.575
[Epoch 0][Batch 9099], Speed: 6.809 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.183,RCNN_Mask=0.385,RPNAcc=0.972,RPNL1Loss=0.424,RCNNAcc=0.899,RCNNL1Loss=1.449,MaskAcc=0.816,MaskFGAcc=0.575
[Epoch 0][Batch 9199], Speed: 6.909 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.182,RCNN_Mask=0.385,RPNAcc=0.972,RPNL1Loss=0.423,RCNNAcc=0.899,RCNNL1Loss=1.445,MaskAcc=0.817,MaskFGAcc=0.575
[Epoch 0][Batch 9299], Speed: 6.923 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.182,RCNN_Mask=0.384,RPNAcc=0.972,RPNL1Loss=0.423,RCNNAcc=0.899,RCNNL1Loss=1.442,MaskAcc=0.817,MaskFGAcc=0.574
[Epoch 0][Batch 9399], Speed: 6.942 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.182,RCNN_Mask=0.383,RPNAcc=0.972,RPNL1Loss=0.422,RCNNAcc=0.899,RCNNL1Loss=1.439,MaskAcc=0.818,MaskFGAcc=0.574
[Epoch 0][Batch 9499], Speed: 6.922 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.182,RCNN_Mask=0.383,RPNAcc=0.972,RPNL1Loss=0.422,RCNNAcc=0.899,RCNNL1Loss=1.436,MaskAcc=0.818,MaskFGAcc=0.573
[Epoch 0][Batch 9599], Speed: 6.903 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.181,RCNN_Mask=0.382,RPNAcc=0.972,RPNL1Loss=0.421,RCNNAcc=0.899,RCNNL1Loss=1.433,MaskAcc=0.818,MaskFGAcc=0.573
[Epoch 0][Batch 9699], Speed: 6.942 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.181,RCNN_Mask=0.382,RPNAcc=0.973,RPNL1Loss=0.421,RCNNAcc=0.899,RCNNL1Loss=1.430,MaskAcc=0.818,MaskFGAcc=0.573
[Epoch 0][Batch 9799], Speed: 6.731 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.417,RCNN_SmoothL1=0.181,RCNN_Mask=0.381,RPNAcc=0.973,RPNL1Loss=0.420,RCNNAcc=0.899,RCNNL1Loss=1.427,MaskAcc=0.819,MaskFGAcc=0.573
[Epoch 0][Batch 9899], Speed: 6.916 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.416,RCNN_SmoothL1=0.180,RCNN_Mask=0.381,RPNAcc=0.973,RPNL1Loss=0.420,RCNNAcc=0.899,RCNNL1Loss=1.424,MaskAcc=0.819,MaskFGAcc=0.572
[Epoch 0][Batch 9999], Speed: 6.900 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.415,RCNN_SmoothL1=0.180,RCNN_Mask=0.380,RPNAcc=0.973,RPNL1Loss=0.419,RCNNAcc=0.899,RCNNL1Loss=1.422,MaskAcc=0.819,MaskFGAcc=0.572
[Epoch 0][Batch 10099], Speed: 6.967 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.414,RCNN_SmoothL1=0.180,RCNN_Mask=0.380,RPNAcc=0.973,RPNL1Loss=0.419,RCNNAcc=0.899,RCNNL1Loss=1.418,MaskAcc=0.820,MaskFGAcc=0.571
[Epoch 0][Batch 10199], Speed: 6.842 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.413,RCNN_SmoothL1=0.180,RCNN_Mask=0.379,RPNAcc=0.973,RPNL1Loss=0.418,RCNNAcc=0.899,RCNNL1Loss=1.416,MaskAcc=0.820,MaskFGAcc=0.571
[Epoch 0][Batch 10299], Speed: 6.914 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.413,RCNN_SmoothL1=0.180,RCNN_Mask=0.379,RPNAcc=0.973,RPNL1Loss=0.418,RCNNAcc=0.899,RCNNL1Loss=1.413,MaskAcc=0.820,MaskFGAcc=0.571
[Epoch 0][Batch 10399], Speed: 6.956 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.412,RCNN_SmoothL1=0.179,RCNN_Mask=0.378,RPNAcc=0.973,RPNL1Loss=0.417,RCNNAcc=0.899,RCNNL1Loss=1.410,MaskAcc=0.820,MaskFGAcc=0.570
[Epoch 0][Batch 10499], Speed: 6.896 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.411,RCNN_SmoothL1=0.179,RCNN_Mask=0.378,RPNAcc=0.973,RPNL1Loss=0.417,RCNNAcc=0.899,RCNNL1Loss=1.407,MaskAcc=0.821,MaskFGAcc=0.570
[Epoch 0][Batch 10599], Speed: 6.936 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.411,RCNN_SmoothL1=0.179,RCNN_Mask=0.377,RPNAcc=0.973,RPNL1Loss=0.417,RCNNAcc=0.899,RCNNL1Loss=1.405,MaskAcc=0.821,MaskFGAcc=0.570
[Epoch 0][Batch 10699], Speed: 6.855 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.410,RCNN_SmoothL1=0.179,RCNN_Mask=0.377,RPNAcc=0.973,RPNL1Loss=0.416,RCNNAcc=0.899,RCNNL1Loss=1.402,MaskAcc=0.821,MaskFGAcc=0.570
[Epoch 0][Batch 10799], Speed: 6.915 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.409,RCNN_SmoothL1=0.178,RCNN_Mask=0.376,RPNAcc=0.973,RPNL1Loss=0.416,RCNNAcc=0.900,RCNNL1Loss=1.399,MaskAcc=0.822,MaskFGAcc=0.569
[Epoch 0][Batch 10899], Speed: 6.905 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.178,RCNN_Mask=0.376,RPNAcc=0.973,RPNL1Loss=0.415,RCNNAcc=0.900,RCNNL1Loss=1.397,MaskAcc=0.822,MaskFGAcc=0.569
[Epoch 0][Batch 10999], Speed: 6.893 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.178,RCNN_Mask=0.375,RPNAcc=0.973,RPNL1Loss=0.415,RCNNAcc=0.900,RCNNL1Loss=1.394,MaskAcc=0.822,MaskFGAcc=0.569
[Epoch 0][Batch 11099], Speed: 6.990 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.407,RCNN_SmoothL1=0.178,RCNN_Mask=0.375,RPNAcc=0.973,RPNL1Loss=0.414,RCNNAcc=0.900,RCNNL1Loss=1.392,MaskAcc=0.822,MaskFGAcc=0.569
[Epoch 0][Batch 11199], Speed: 6.964 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.406,RCNN_SmoothL1=0.178,RCNN_Mask=0.374,RPNAcc=0.973,RPNL1Loss=0.414,RCNNAcc=0.900,RCNNL1Loss=1.389,MaskAcc=0.823,MaskFGAcc=0.568
[Epoch 0][Batch 11299], Speed: 6.785 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.406,RCNN_SmoothL1=0.177,RCNN_Mask=0.374,RPNAcc=0.973,RPNL1Loss=0.414,RCNNAcc=0.900,RCNNL1Loss=1.387,MaskAcc=0.823,MaskFGAcc=0.568
[Epoch 0][Batch 11399], Speed: 6.924 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.405,RCNN_SmoothL1=0.177,RCNN_Mask=0.373,RPNAcc=0.973,RPNL1Loss=0.413,RCNNAcc=0.900,RCNNL1Loss=1.384,MaskAcc=0.823,MaskFGAcc=0.568
[Epoch 0][Batch 11499], Speed: 6.922 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.404,RCNN_SmoothL1=0.177,RCNN_Mask=0.373,RPNAcc=0.973,RPNL1Loss=0.413,RCNNAcc=0.900,RCNNL1Loss=1.382,MaskAcc=0.823,MaskFGAcc=0.568
[Epoch 0][Batch 11599], Speed: 6.879 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.404,RCNN_SmoothL1=0.177,RCNN_Mask=0.372,RPNAcc=0.974,RPNL1Loss=0.413,RCNNAcc=0.900,RCNNL1Loss=1.379,MaskAcc=0.824,MaskFGAcc=0.567
[Epoch 0][Batch 11699], Speed: 6.927 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.403,RCNN_SmoothL1=0.176,RCNN_Mask=0.372,RPNAcc=0.974,RPNL1Loss=0.412,RCNNAcc=0.900,RCNNL1Loss=1.377,MaskAcc=0.824,MaskFGAcc=0.567
[Epoch 0][Batch 11799], Speed: 6.887 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.403,RCNN_SmoothL1=0.176,RCNN_Mask=0.371,RPNAcc=0.974,RPNL1Loss=0.412,RCNNAcc=0.900,RCNNL1Loss=1.374,MaskAcc=0.824,MaskFGAcc=0.567
[Epoch 0][Batch 11899], Speed: 6.842 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.402,RCNN_SmoothL1=0.176,RCNN_Mask=0.371,RPNAcc=0.974,RPNL1Loss=0.411,RCNNAcc=0.900,RCNNL1Loss=1.372,MaskAcc=0.824,MaskFGAcc=0.566
[Epoch 0][Batch 11999], Speed: 6.955 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.401,RCNN_SmoothL1=0.176,RCNN_Mask=0.370,RPNAcc=0.974,RPNL1Loss=0.411,RCNNAcc=0.900,RCNNL1Loss=1.370,MaskAcc=0.825,MaskFGAcc=0.566
[Epoch 0][Batch 12099], Speed: 6.888 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.401,RCNN_SmoothL1=0.176,RCNN_Mask=0.370,RPNAcc=0.974,RPNL1Loss=0.411,RCNNAcc=0.900,RCNNL1Loss=1.368,MaskAcc=0.825,MaskFGAcc=0.566
[Epoch 0][Batch 12199], Speed: 6.909 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.400,RCNN_SmoothL1=0.175,RCNN_Mask=0.370,RPNAcc=0.974,RPNL1Loss=0.410,RCNNAcc=0.900,RCNNL1Loss=1.365,MaskAcc=0.825,MaskFGAcc=0.566
[Epoch 0][Batch 12299], Speed: 6.940 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.399,RCNN_SmoothL1=0.175,RCNN_Mask=0.369,RPNAcc=0.974,RPNL1Loss=0.410,RCNNAcc=0.900,RCNNL1Loss=1.363,MaskAcc=0.825,MaskFGAcc=0.565
[Epoch 0][Batch 12399], Speed: 6.941 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.399,RCNN_SmoothL1=0.175,RCNN_Mask=0.369,RPNAcc=0.974,RPNL1Loss=0.410,RCNNAcc=0.900,RCNNL1Loss=1.361,MaskAcc=0.826,MaskFGAcc=0.565
[Epoch 0][Batch 12499], Speed: 6.910 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.398,RCNN_SmoothL1=0.175,RCNN_Mask=0.368,RPNAcc=0.974,RPNL1Loss=0.409,RCNNAcc=0.900,RCNNL1Loss=1.359,MaskAcc=0.826,MaskFGAcc=0.565
[Epoch 0][Batch 12599], Speed: 6.941 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.398,RCNN_SmoothL1=0.175,RCNN_Mask=0.368,RPNAcc=0.974,RPNL1Loss=0.409,RCNNAcc=0.900,RCNNL1Loss=1.357,MaskAcc=0.826,MaskFGAcc=0.565
[Epoch 0][Batch 12699], Speed: 6.879 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.397,RCNN_SmoothL1=0.174,RCNN_Mask=0.368,RPNAcc=0.974,RPNL1Loss=0.409,RCNNAcc=0.901,RCNNL1Loss=1.355,MaskAcc=0.826,MaskFGAcc=0.564
[Epoch 0][Batch 12799], Speed: 6.973 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.396,RCNN_SmoothL1=0.174,RCNN_Mask=0.367,RPNAcc=0.974,RPNL1Loss=0.408,RCNNAcc=0.901,RCNNL1Loss=1.353,MaskAcc=0.827,MaskFGAcc=0.564
[Epoch 0][Batch 12899], Speed: 6.934 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.396,RCNN_SmoothL1=0.174,RCNN_Mask=0.367,RPNAcc=0.974,RPNL1Loss=0.408,RCNNAcc=0.901,RCNNL1Loss=1.351,MaskAcc=0.827,MaskFGAcc=0.564
[Epoch 0][Batch 12999], Speed: 6.947 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.395,RCNN_SmoothL1=0.174,RCNN_Mask=0.366,RPNAcc=0.974,RPNL1Loss=0.408,RCNNAcc=0.901,RCNNL1Loss=1.349,MaskAcc=0.827,MaskFGAcc=0.564
[Epoch 0][Batch 13099], Speed: 6.943 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.395,RCNN_SmoothL1=0.174,RCNN_Mask=0.366,RPNAcc=0.974,RPNL1Loss=0.407,RCNNAcc=0.901,RCNNL1Loss=1.347,MaskAcc=0.827,MaskFGAcc=0.563
[Epoch 0][Batch 13199], Speed: 7.008 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.394,RCNN_SmoothL1=0.173,RCNN_Mask=0.366,RPNAcc=0.974,RPNL1Loss=0.407,RCNNAcc=0.901,RCNNL1Loss=1.345,MaskAcc=0.827,MaskFGAcc=0.563
[Epoch 0][Batch 13299], Speed: 6.887 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.394,RCNN_SmoothL1=0.173,RCNN_Mask=0.365,RPNAcc=0.974,RPNL1Loss=0.407,RCNNAcc=0.901,RCNNL1Loss=1.343,MaskAcc=0.828,MaskFGAcc=0.563
[Epoch 0][Batch 13399], Speed: 6.916 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.393,RCNN_SmoothL1=0.173,RCNN_Mask=0.365,RPNAcc=0.974,RPNL1Loss=0.406,RCNNAcc=0.901,RCNNL1Loss=1.341,MaskAcc=0.828,MaskFGAcc=0.562
[Epoch 0][Batch 13499], Speed: 6.964 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.393,RCNN_SmoothL1=0.173,RCNN_Mask=0.365,RPNAcc=0.974,RPNL1Loss=0.406,RCNNAcc=0.901,RCNNL1Loss=1.339,MaskAcc=0.828,MaskFGAcc=0.562
[Epoch 0][Batch 13599], Speed: 6.964 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.392,RCNN_SmoothL1=0.173,RCNN_Mask=0.364,RPNAcc=0.974,RPNL1Loss=0.406,RCNNAcc=0.901,RCNNL1Loss=1.337,MaskAcc=0.828,MaskFGAcc=0.562
[Epoch 0][Batch 13699], Speed: 6.894 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.392,RCNN_SmoothL1=0.173,RCNN_Mask=0.364,RPNAcc=0.974,RPNL1Loss=0.405,RCNNAcc=0.901,RCNNL1Loss=1.335,MaskAcc=0.828,MaskFGAcc=0.562
[Epoch 0][Batch 13799], Speed: 6.941 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.391,RCNN_SmoothL1=0.172,RCNN_Mask=0.363,RPNAcc=0.974,RPNL1Loss=0.405,RCNNAcc=0.901,RCNNL1Loss=1.334,MaskAcc=0.829,MaskFGAcc=0.562
[Epoch 0][Batch 13899], Speed: 6.984 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.391,RCNN_SmoothL1=0.172,RCNN_Mask=0.363,RPNAcc=0.974,RPNL1Loss=0.405,RCNNAcc=0.901,RCNNL1Loss=1.332,MaskAcc=0.829,MaskFGAcc=0.561
[Epoch 0][Batch 13999], Speed: 6.971 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.172,RCNN_Mask=0.363,RPNAcc=0.975,RPNL1Loss=0.404,RCNNAcc=0.901,RCNNL1Loss=1.330,MaskAcc=0.829,MaskFGAcc=0.561
[Epoch 0][Batch 14099], Speed: 6.877 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.172,RCNN_Mask=0.362,RPNAcc=0.975,RPNL1Loss=0.404,RCNNAcc=0.901,RCNNL1Loss=1.328,MaskAcc=0.829,MaskFGAcc=0.561
[Epoch 0][Batch 14199], Speed: 6.903 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.172,RCNN_Mask=0.362,RPNAcc=0.975,RPNL1Loss=0.404,RCNNAcc=0.901,RCNNL1Loss=1.327,MaskAcc=0.829,MaskFGAcc=0.561
[Epoch 0][Batch 14299], Speed: 6.903 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.172,RCNN_Mask=0.362,RPNAcc=0.975,RPNL1Loss=0.403,RCNNAcc=0.901,RCNNL1Loss=1.325,MaskAcc=0.829,MaskFGAcc=0.561
[Epoch 0][Batch 14399], Speed: 6.747 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.172,RCNN_Mask=0.361,RPNAcc=0.975,RPNL1Loss=0.403,RCNNAcc=0.901,RCNNL1Loss=1.324,MaskAcc=0.830,MaskFGAcc=0.560
[Epoch 0][Batch 14499], Speed: 6.910 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.171,RCNN_Mask=0.361,RPNAcc=0.975,RPNL1Loss=0.403,RCNNAcc=0.901,RCNNL1Loss=1.322,MaskAcc=0.830,MaskFGAcc=0.560
[Epoch 0][Batch 14599], Speed: 6.910 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.171,RCNN_Mask=0.361,RPNAcc=0.975,RPNL1Loss=0.403,RCNNAcc=0.902,RCNNL1Loss=1.320,MaskAcc=0.830,MaskFGAcc=0.560
[Epoch 0] Training cost: 16941.096, RPN_Conf=0.066,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.171,RCNN_Mask=0.360
[Epoch 0] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0000_0.0000.params
[Epoch 1][Batch 99], Speed: 6.520 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.150,RCNN_Mask=0.312,RPNAcc=0.975,RPNL1Loss=0.402,RCNNAcc=0.902,RCNNL1Loss=1.318,MaskAcc=0.830,MaskFGAcc=0.560
[Epoch 1][Batch 199], Speed: 6.864 samples/sec, RPN_Conf=0.052,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.149,RCNN_Mask=0.309,RPNAcc=0.975,RPNL1Loss=0.402,RCNNAcc=0.902,RCNNL1Loss=1.316,MaskAcc=0.830,MaskFGAcc=0.560
[Epoch 1][Batch 299], Speed: 6.968 samples/sec, RPN_Conf=0.053,RPN_SmoothL1=0.044,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.148,RCNN_Mask=0.311,RPNAcc=0.975,RPNL1Loss=0.402,RCNNAcc=0.902,RCNNL1Loss=1.314,MaskAcc=0.831,MaskFGAcc=0.559
[Epoch 1][Batch 399], Speed: 6.919 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.043,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.146,RCNN_Mask=0.310,RPNAcc=0.975,RPNL1Loss=0.401,RCNNAcc=0.902,RCNNL1Loss=1.312,MaskAcc=0.831,MaskFGAcc=0.559
[Epoch 1][Batch 499], Speed: 6.912 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.145,RCNN_Mask=0.310,RPNAcc=0.975,RPNL1Loss=0.401,RCNNAcc=0.902,RCNNL1Loss=1.310,MaskAcc=0.831,MaskFGAcc=0.559
[Epoch 1][Batch 599], Speed: 6.931 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.143,RCNN_Mask=0.309,RPNAcc=0.975,RPNL1Loss=0.401,RCNNAcc=0.902,RCNNL1Loss=1.309,MaskAcc=0.831,MaskFGAcc=0.559
[Epoch 1][Batch 699], Speed: 6.879 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.144,RCNN_Mask=0.310,RPNAcc=0.975,RPNL1Loss=0.400,RCNNAcc=0.902,RCNNL1Loss=1.307,MaskAcc=0.831,MaskFGAcc=0.559
[Epoch 1][Batch 799], Speed: 6.914 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.145,RCNN_Mask=0.310,RPNAcc=0.975,RPNL1Loss=0.400,RCNNAcc=0.902,RCNNL1Loss=1.305,MaskAcc=0.831,MaskFGAcc=0.558
[Epoch 1][Batch 899], Speed: 6.922 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.146,RCNN_Mask=0.309,RPNAcc=0.975,RPNL1Loss=0.400,RCNNAcc=0.902,RCNNL1Loss=1.304,MaskAcc=0.832,MaskFGAcc=0.558
[Epoch 1][Batch 999], Speed: 6.895 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.399,RCNNAcc=0.902,RCNNL1Loss=1.302,MaskAcc=0.832,MaskFGAcc=0.558
[Epoch 1][Batch 1099], Speed: 6.887 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.399,RCNNAcc=0.902,RCNNL1Loss=1.301,MaskAcc=0.832,MaskFGAcc=0.558
[Epoch 1][Batch 1199], Speed: 6.908 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.145,RCNN_Mask=0.307,RPNAcc=0.975,RPNL1Loss=0.399,RCNNAcc=0.902,RCNNL1Loss=1.299,MaskAcc=0.832,MaskFGAcc=0.558
[Epoch 1][Batch 1299], Speed: 6.872 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.145,RCNN_Mask=0.307,RPNAcc=0.975,RPNL1Loss=0.399,RCNNAcc=0.902,RCNNL1Loss=1.297,MaskAcc=0.832,MaskFGAcc=0.557
[Epoch 1][Batch 1399], Speed: 6.984 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.398,RCNNAcc=0.902,RCNNL1Loss=1.296,MaskAcc=0.832,MaskFGAcc=0.557
[Epoch 1][Batch 1499], Speed: 6.914 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.398,RCNNAcc=0.902,RCNNL1Loss=1.294,MaskAcc=0.833,MaskFGAcc=0.557
[Epoch 1][Batch 1599], Speed: 6.933 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.398,RCNNAcc=0.902,RCNNL1Loss=1.293,MaskAcc=0.833,MaskFGAcc=0.557
[Epoch 1][Batch 1699], Speed: 6.922 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.397,RCNNAcc=0.902,RCNNL1Loss=1.291,MaskAcc=0.833,MaskFGAcc=0.557
[Epoch 1][Batch 1799], Speed: 6.892 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.397,RCNNAcc=0.902,RCNNL1Loss=1.290,MaskAcc=0.833,MaskFGAcc=0.556
[Epoch 1][Batch 1899], Speed: 6.906 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.397,RCNNAcc=0.902,RCNNL1Loss=1.288,MaskAcc=0.833,MaskFGAcc=0.556
[Epoch 1][Batch 1999], Speed: 6.896 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.397,RCNNAcc=0.903,RCNNL1Loss=1.287,MaskAcc=0.833,MaskFGAcc=0.556
[Epoch 1][Batch 2099], Speed: 6.837 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.975,RPNL1Loss=0.396,RCNNAcc=0.903,RCNNL1Loss=1.285,MaskAcc=0.834,MaskFGAcc=0.556
[Epoch 1][Batch 2199], Speed: 6.968 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.976,RPNL1Loss=0.396,RCNNAcc=0.903,RCNNL1Loss=1.284,MaskAcc=0.834,MaskFGAcc=0.556
[Epoch 1][Batch 2299], Speed: 6.946 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.145,RCNN_Mask=0.308,RPNAcc=0.976,RPNL1Loss=0.396,RCNNAcc=0.903,RCNNL1Loss=1.282,MaskAcc=0.834,MaskFGAcc=0.555
[Epoch 1][Batch 2399], Speed: 6.949 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.144,RCNN_Mask=0.308,RPNAcc=0.976,RPNL1Loss=0.396,RCNNAcc=0.903,RCNNL1Loss=1.281,MaskAcc=0.834,MaskFGAcc=0.555
[Epoch 1][Batch 2499], Speed: 6.969 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.395,RCNNAcc=0.903,RCNNL1Loss=1.279,MaskAcc=0.834,MaskFGAcc=0.555
[Epoch 1][Batch 2599], Speed: 6.904 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.395,RCNNAcc=0.903,RCNNL1Loss=1.278,MaskAcc=0.834,MaskFGAcc=0.555
[Epoch 1][Batch 2699], Speed: 6.951 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.395,RCNNAcc=0.903,RCNNL1Loss=1.276,MaskAcc=0.834,MaskFGAcc=0.555
[Epoch 1][Batch 2799], Speed: 6.874 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.395,RCNNAcc=0.903,RCNNL1Loss=1.275,MaskAcc=0.835,MaskFGAcc=0.555
[Epoch 1][Batch 2899], Speed: 6.895 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.394,RCNNAcc=0.903,RCNNL1Loss=1.274,MaskAcc=0.835,MaskFGAcc=0.554
[Epoch 1][Batch 2999], Speed: 6.933 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.394,RCNNAcc=0.903,RCNNL1Loss=1.272,MaskAcc=0.835,MaskFGAcc=0.554
[Epoch 1][Batch 3099], Speed: 6.949 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.394,RCNNAcc=0.903,RCNNL1Loss=1.271,MaskAcc=0.835,MaskFGAcc=0.554
[Epoch 1][Batch 3199], Speed: 6.864 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.394,RCNNAcc=0.903,RCNNL1Loss=1.269,MaskAcc=0.835,MaskFGAcc=0.554
[Epoch 1][Batch 3299], Speed: 6.965 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.144,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.393,RCNNAcc=0.903,RCNNL1Loss=1.268,MaskAcc=0.835,MaskFGAcc=0.554
[Epoch 1][Batch 3399], Speed: 6.900 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.143,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.393,RCNNAcc=0.903,RCNNL1Loss=1.267,MaskAcc=0.835,MaskFGAcc=0.554
[Epoch 1][Batch 3499], Speed: 6.868 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.143,RCNN_Mask=0.307,RPNAcc=0.976,RPNL1Loss=0.393,RCNNAcc=0.903,RCNNL1Loss=1.265,MaskAcc=0.835,MaskFGAcc=0.553
[Epoch 1][Batch 3599], Speed: 6.981 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.393,RCNNAcc=0.903,RCNNL1Loss=1.264,MaskAcc=0.836,MaskFGAcc=0.553
[Epoch 1][Batch 3699], Speed: 6.886 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.393,RCNNAcc=0.903,RCNNL1Loss=1.263,MaskAcc=0.836,MaskFGAcc=0.553
[Epoch 1][Batch 3799], Speed: 6.874 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.392,RCNNAcc=0.903,RCNNL1Loss=1.262,MaskAcc=0.836,MaskFGAcc=0.553
[Epoch 1][Batch 3899], Speed: 6.869 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.392,RCNNAcc=0.903,RCNNL1Loss=1.260,MaskAcc=0.836,MaskFGAcc=0.553
[Epoch 1][Batch 3999], Speed: 6.958 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.392,RCNNAcc=0.903,RCNNL1Loss=1.259,MaskAcc=0.836,MaskFGAcc=0.553
[Epoch 1][Batch 4099], Speed: 6.809 samples/sec, RPN_Conf=0.051,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.392,RCNNAcc=0.904,RCNNL1Loss=1.257,MaskAcc=0.836,MaskFGAcc=0.552
[Epoch 1][Batch 4199], Speed: 6.871 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.391,RCNNAcc=0.904,RCNNL1Loss=1.256,MaskAcc=0.836,MaskFGAcc=0.552
[Epoch 1][Batch 4299], Speed: 6.917 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.391,RCNNAcc=0.904,RCNNL1Loss=1.255,MaskAcc=0.837,MaskFGAcc=0.552
[Epoch 1][Batch 4399], Speed: 6.891 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.391,RCNNAcc=0.904,RCNNL1Loss=1.254,MaskAcc=0.837,MaskFGAcc=0.552
[Epoch 1][Batch 4499], Speed: 6.896 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.391,RCNNAcc=0.904,RCNNL1Loss=1.252,MaskAcc=0.837,MaskFGAcc=0.552
[Epoch 1][Batch 4599], Speed: 6.863 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.390,RCNNAcc=0.904,RCNNL1Loss=1.251,MaskAcc=0.837,MaskFGAcc=0.551
[Epoch 1][Batch 4699], Speed: 6.938 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.306,RPNAcc=0.976,RPNL1Loss=0.390,RCNNAcc=0.904,RCNNL1Loss=1.250,MaskAcc=0.837,MaskFGAcc=0.551
[Epoch 1][Batch 4799], Speed: 6.849 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.390,RCNNAcc=0.904,RCNNL1Loss=1.249,MaskAcc=0.837,MaskFGAcc=0.551
[Epoch 1][Batch 4899], Speed: 6.888 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.390,RCNNAcc=0.904,RCNNL1Loss=1.248,MaskAcc=0.837,MaskFGAcc=0.551
[Epoch 1][Batch 4999], Speed: 6.900 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.389,RCNNAcc=0.904,RCNNL1Loss=1.247,MaskAcc=0.837,MaskFGAcc=0.551
[Epoch 1][Batch 5099], Speed: 6.889 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.389,RCNNAcc=0.904,RCNNL1Loss=1.245,MaskAcc=0.838,MaskFGAcc=0.551
[Epoch 1][Batch 5199], Speed: 6.847 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.389,RCNNAcc=0.904,RCNNL1Loss=1.244,MaskAcc=0.838,MaskFGAcc=0.550
[Epoch 1][Batch 5299], Speed: 6.922 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.389,RCNNAcc=0.904,RCNNL1Loss=1.243,MaskAcc=0.838,MaskFGAcc=0.550
[Epoch 1][Batch 5399], Speed: 6.885 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.388,RCNNAcc=0.904,RCNNL1Loss=1.242,MaskAcc=0.838,MaskFGAcc=0.550
[Epoch 1][Batch 5499], Speed: 6.937 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.388,RCNNAcc=0.904,RCNNL1Loss=1.241,MaskAcc=0.838,MaskFGAcc=0.550
[Epoch 1][Batch 5599], Speed: 6.913 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.388,RCNNAcc=0.904,RCNNL1Loss=1.240,MaskAcc=0.838,MaskFGAcc=0.550
[Epoch 1][Batch 5699], Speed: 6.887 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.976,RPNL1Loss=0.388,RCNNAcc=0.904,RCNNL1Loss=1.239,MaskAcc=0.838,MaskFGAcc=0.550
[Epoch 1][Batch 5799], Speed: 6.915 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.977,RPNL1Loss=0.388,RCNNAcc=0.904,RCNNL1Loss=1.238,MaskAcc=0.838,MaskFGAcc=0.550
[Epoch 1][Batch 5899], Speed: 7.053 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.143,RCNN_Mask=0.305,RPNAcc=0.977,RPNL1Loss=0.387,RCNNAcc=0.904,RCNNL1Loss=1.237,MaskAcc=0.838,MaskFGAcc=0.549
[Epoch 1][Batch 5999], Speed: 6.896 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.305,RPNAcc=0.977,RPNL1Loss=0.387,RCNNAcc=0.904,RCNNL1Loss=1.235,MaskAcc=0.839,MaskFGAcc=0.549
[Epoch 1][Batch 6099], Speed: 6.891 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.305,RPNAcc=0.977,RPNL1Loss=0.387,RCNNAcc=0.904,RCNNL1Loss=1.234,MaskAcc=0.839,MaskFGAcc=0.549
[Epoch 1][Batch 6199], Speed: 6.903 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.387,RCNNAcc=0.904,RCNNL1Loss=1.233,MaskAcc=0.839,MaskFGAcc=0.549
[Epoch 1][Batch 6299], Speed: 6.865 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.143,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.386,RCNNAcc=0.904,RCNNL1Loss=1.232,MaskAcc=0.839,MaskFGAcc=0.549
[Epoch 1][Batch 6399], Speed: 6.920 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.386,RCNNAcc=0.904,RCNNL1Loss=1.231,MaskAcc=0.839,MaskFGAcc=0.549
[Epoch 1][Batch 6499], Speed: 6.869 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.386,RCNNAcc=0.904,RCNNL1Loss=1.230,MaskAcc=0.839,MaskFGAcc=0.548
[Epoch 1][Batch 6599], Speed: 6.921 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.386,RCNNAcc=0.905,RCNNL1Loss=1.229,MaskAcc=0.839,MaskFGAcc=0.548
[Epoch 1][Batch 6699], Speed: 6.869 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.386,RCNNAcc=0.905,RCNNL1Loss=1.228,MaskAcc=0.839,MaskFGAcc=0.548
[Epoch 1][Batch 6799], Speed: 6.898 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.227,MaskAcc=0.839,MaskFGAcc=0.548
[Epoch 1][Batch 6899], Speed: 6.871 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.226,MaskAcc=0.839,MaskFGAcc=0.548
[Epoch 1][Batch 6999], Speed: 6.871 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.225,MaskAcc=0.840,MaskFGAcc=0.548
[Epoch 1][Batch 7099], Speed: 6.861 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.224,MaskAcc=0.840,MaskFGAcc=0.547
[Epoch 1][Batch 7199], Speed: 6.898 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.223,MaskAcc=0.840,MaskFGAcc=0.547
[Epoch 1][Batch 7299], Speed: 6.863 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.222,MaskAcc=0.840,MaskFGAcc=0.547
[Epoch 1][Batch 7399], Speed: 6.850 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.221,MaskAcc=0.840,MaskFGAcc=0.547
[Epoch 1][Batch 7499], Speed: 6.842 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.220,MaskAcc=0.840,MaskFGAcc=0.547
[Epoch 1][Batch 7599], Speed: 6.823 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.219,MaskAcc=0.840,MaskFGAcc=0.547
[Epoch 1][Batch 7699], Speed: 6.823 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.219,MaskAcc=0.840,MaskFGAcc=0.547
[Epoch 1][Batch 7799], Speed: 6.916 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.218,MaskAcc=0.840,MaskFGAcc=0.547
[Epoch 1][Batch 7899], Speed: 6.838 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.217,MaskAcc=0.840,MaskFGAcc=0.546
[Epoch 1][Batch 7999], Speed: 6.886 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.216,MaskAcc=0.840,MaskFGAcc=0.546
[Epoch 1][Batch 8099], Speed: 6.809 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.215,MaskAcc=0.841,MaskFGAcc=0.546
[Epoch 1][Batch 8199], Speed: 6.867 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.214,MaskAcc=0.841,MaskFGAcc=0.546
[Epoch 1][Batch 8299], Speed: 6.944 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.213,MaskAcc=0.841,MaskFGAcc=0.546
[Epoch 1][Batch 8399], Speed: 6.863 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.212,MaskAcc=0.841,MaskFGAcc=0.546
[Epoch 1][Batch 8499], Speed: 6.858 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.304,RPNAcc=0.977,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.211,MaskAcc=0.841,MaskFGAcc=0.546
[Epoch 1][Batch 8599], Speed: 6.881 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.210,MaskAcc=0.841,MaskFGAcc=0.545
[Epoch 1][Batch 8699], Speed: 6.942 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.209,MaskAcc=0.841,MaskFGAcc=0.545
[Epoch 1][Batch 8799], Speed: 6.875 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.208,MaskAcc=0.841,MaskFGAcc=0.545
[Epoch 1][Batch 8899], Speed: 6.928 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.207,MaskAcc=0.841,MaskFGAcc=0.545
[Epoch 1][Batch 8999], Speed: 6.917 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.207,MaskAcc=0.841,MaskFGAcc=0.545
[Epoch 1][Batch 9099], Speed: 7.000 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.206,MaskAcc=0.841,MaskFGAcc=0.545
[Epoch 1][Batch 9199], Speed: 6.858 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.205,MaskAcc=0.842,MaskFGAcc=0.545
[Epoch 1][Batch 9299], Speed: 6.888 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.204,MaskAcc=0.842,MaskFGAcc=0.545
[Epoch 1][Batch 9399], Speed: 6.954 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.203,MaskAcc=0.842,MaskFGAcc=0.545
[Epoch 1][Batch 9499], Speed: 6.781 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.202,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 9599], Speed: 6.867 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.142,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.380,RCNNAcc=0.905,RCNNL1Loss=1.202,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 9699], Speed: 6.808 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.201,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 9799], Speed: 6.891 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.200,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 9899], Speed: 6.851 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.199,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 9999], Speed: 6.899 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.198,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 10099], Speed: 6.979 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.197,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 10199], Speed: 6.851 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.197,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 10299], Speed: 6.817 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.196,MaskAcc=0.842,MaskFGAcc=0.544
[Epoch 1][Batch 10399], Speed: 6.866 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.195,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 10499], Speed: 6.898 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.194,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 10599], Speed: 6.851 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.303,RPNAcc=0.977,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.193,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 10699], Speed: 6.900 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.977,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.192,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 10799], Speed: 6.884 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.977,RPNL1Loss=0.378,RCNNAcc=0.906,RCNNL1Loss=1.191,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 10899], Speed: 6.900 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.378,RCNNAcc=0.906,RCNNL1Loss=1.191,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 10999], Speed: 6.855 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.378,RCNNAcc=0.906,RCNNL1Loss=1.190,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 11099], Speed: 6.905 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.378,RCNNAcc=0.906,RCNNL1Loss=1.189,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 11199], Speed: 6.958 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.378,RCNNAcc=0.906,RCNNL1Loss=1.188,MaskAcc=0.843,MaskFGAcc=0.543
[Epoch 1][Batch 11299], Speed: 6.955 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.187,MaskAcc=0.843,MaskFGAcc=0.542
[Epoch 1][Batch 11399], Speed: 6.883 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.187,MaskAcc=0.843,MaskFGAcc=0.542
[Epoch 1][Batch 11499], Speed: 6.976 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.186,MaskAcc=0.843,MaskFGAcc=0.542
[Epoch 1][Batch 11599], Speed: 6.903 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.185,MaskAcc=0.843,MaskFGAcc=0.542
[Epoch 1][Batch 11699], Speed: 6.828 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.184,MaskAcc=0.844,MaskFGAcc=0.542
[Epoch 1][Batch 11799], Speed: 6.978 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.184,MaskAcc=0.844,MaskFGAcc=0.542
[Epoch 1][Batch 11899], Speed: 6.910 samples/sec, RPN_Conf=0.050,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.183,MaskAcc=0.844,MaskFGAcc=0.542
[Epoch 1][Batch 11999], Speed: 6.831 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.182,MaskAcc=0.844,MaskFGAcc=0.542
[Epoch 1][Batch 12099], Speed: 6.885 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.181,MaskAcc=0.844,MaskFGAcc=0.542
[Epoch 1][Batch 12199], Speed: 6.882 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.181,MaskAcc=0.844,MaskFGAcc=0.542
[Epoch 1][Batch 12299], Speed: 6.959 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.180,MaskAcc=0.844,MaskFGAcc=0.542
[Epoch 1][Batch 12399], Speed: 6.880 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.179,MaskAcc=0.844,MaskFGAcc=0.541
[Epoch 1][Batch 12499], Speed: 6.868 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.141,RCNN_Mask=0.302,RPNAcc=0.978,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.178,MaskAcc=0.844,MaskFGAcc=0.541
[Epoch 1][Batch 12599], Speed: 6.874 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.178,MaskAcc=0.844,MaskFGAcc=0.541
[Epoch 1][Batch 12699], Speed: 6.873 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.177,MaskAcc=0.844,MaskFGAcc=0.541
[Epoch 1][Batch 12799], Speed: 6.884 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.176,MaskAcc=0.844,MaskFGAcc=0.541
[Epoch 1][Batch 12899], Speed: 6.935 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.175,MaskAcc=0.844,MaskFGAcc=0.541
[Epoch 1][Batch 12999], Speed: 6.977 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.175,MaskAcc=0.844,MaskFGAcc=0.541
[Epoch 1][Batch 13099], Speed: 6.865 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.174,MaskAcc=0.845,MaskFGAcc=0.541
[Epoch 1][Batch 13199], Speed: 6.951 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.374,RCNNAcc=0.906,RCNNL1Loss=1.173,MaskAcc=0.845,MaskFGAcc=0.541
[Epoch 1][Batch 13299], Speed: 6.839 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.173,MaskAcc=0.845,MaskFGAcc=0.541
[Epoch 1][Batch 13399], Speed: 6.819 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.172,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 13499], Speed: 6.884 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.171,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 13599], Speed: 6.896 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.171,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 13699], Speed: 6.928 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.170,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 13799], Speed: 6.896 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.169,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 13899], Speed: 6.904 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.169,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 13999], Speed: 6.908 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.168,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 14099], Speed: 6.600 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.167,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 14199], Speed: 6.915 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.166,MaskAcc=0.845,MaskFGAcc=0.540
[Epoch 1][Batch 14299], Speed: 6.886 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.166,MaskAcc=0.845,MaskFGAcc=0.539
[Epoch 1][Batch 14399], Speed: 6.824 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.165,MaskAcc=0.845,MaskFGAcc=0.539
[Epoch 1][Batch 14499], Speed: 6.879 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.164,MaskAcc=0.845,MaskFGAcc=0.539
[Epoch 1][Batch 14599], Speed: 6.818 samples/sec, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301,RPNAcc=0.978,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.164,MaskAcc=0.846,MaskFGAcc=0.539
[Epoch 1] Training cost: 17019.065, RPN_Conf=0.049,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.301
[Epoch 1] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.238
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.434
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.241
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.141
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.268
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.298
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.239
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.418
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.458
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.490
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.557
~~~~ Mean AP for bbox ~~~~
=23.8
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.231
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.406
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.236
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.122
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.263
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.311
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.238
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.395
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.430
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.261
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.468
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.546
~~~~ Mean AP for segm ~~~~
=23.1
[Epoch 1] mAP 23.1 higher than current best [0] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 1] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0001_23.1000.params
[Epoch 2][Batch 99], Speed: 6.379 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RCNN_Mask=0.293,RPNAcc=0.978,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.163,MaskAcc=0.846,MaskFGAcc=0.539
[Epoch 2][Batch 199], Speed: 6.840 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.134,RCNN_Mask=0.285,RPNAcc=0.978,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.162,MaskAcc=0.846,MaskFGAcc=0.539
[Epoch 2][Batch 299], Speed: 6.767 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RCNN_Mask=0.286,RPNAcc=0.978,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.161,MaskAcc=0.846,MaskFGAcc=0.539
[Epoch 2][Batch 399], Speed: 6.879 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RCNN_Mask=0.286,RPNAcc=0.978,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.161,MaskAcc=0.846,MaskFGAcc=0.539
[Epoch 2][Batch 499], Speed: 6.942 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RCNN_Mask=0.287,RPNAcc=0.978,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.160,MaskAcc=0.846,MaskFGAcc=0.539
[Epoch 2][Batch 599], Speed: 6.728 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.159,MaskAcc=0.846,MaskFGAcc=0.539
[Epoch 2][Batch 699], Speed: 6.834 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RCNN_Mask=0.289,RPNAcc=0.978,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.159,MaskAcc=0.846,MaskFGAcc=0.538
[Epoch 2][Batch 799], Speed: 6.839 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RCNN_Mask=0.289,RPNAcc=0.978,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.158,MaskAcc=0.846,MaskFGAcc=0.538
[Epoch 2][Batch 899], Speed: 6.799 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.157,MaskAcc=0.846,MaskFGAcc=0.538
[Epoch 2][Batch 999], Speed: 6.889 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RCNN_Mask=0.289,RPNAcc=0.978,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.157,MaskAcc=0.846,MaskFGAcc=0.538
[Epoch 2][Batch 1099], Speed: 6.838 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RCNN_Mask=0.289,RPNAcc=0.978,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.156,MaskAcc=0.846,MaskFGAcc=0.538
[Epoch 2][Batch 1199], Speed: 6.845 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.155,MaskAcc=0.846,MaskFGAcc=0.538
[Epoch 2][Batch 1299], Speed: 6.857 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.155,MaskAcc=0.846,MaskFGAcc=0.538
[Epoch 2][Batch 1399], Speed: 6.862 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.136,RCNN_Mask=0.289,RPNAcc=0.978,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.154,MaskAcc=0.847,MaskFGAcc=0.538
[Epoch 2][Batch 1499], Speed: 6.844 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.153,MaskAcc=0.847,MaskFGAcc=0.538
[Epoch 2][Batch 1599], Speed: 6.929 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.153,MaskAcc=0.847,MaskFGAcc=0.538
[Epoch 2][Batch 1699], Speed: 6.831 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.152,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 1799], Speed: 6.953 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.151,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 1899], Speed: 6.793 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.151,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 1999], Speed: 6.845 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.150,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 2099], Speed: 6.893 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.149,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 2199], Speed: 6.820 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.287,RPNAcc=0.978,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.149,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 2299], Speed: 6.827 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.148,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 2399], Speed: 6.834 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.148,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 2499], Speed: 6.909 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.147,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 2599], Speed: 6.883 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.146,MaskAcc=0.847,MaskFGAcc=0.537
[Epoch 2][Batch 2699], Speed: 6.819 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.146,MaskAcc=0.847,MaskFGAcc=0.536
[Epoch 2][Batch 2799], Speed: 6.814 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.978,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.145,MaskAcc=0.847,MaskFGAcc=0.536
[Epoch 2][Batch 2899], Speed: 6.853 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.274,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.145,MaskAcc=0.847,MaskFGAcc=0.536
[Epoch 2][Batch 2999], Speed: 6.836 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.144,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3099], Speed: 6.784 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.143,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3199], Speed: 6.856 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.143,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3299], Speed: 6.837 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.142,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3399], Speed: 6.958 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.141,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3499], Speed: 6.943 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.273,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.141,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3599], Speed: 6.861 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.140,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3699], Speed: 6.779 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.140,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3799], Speed: 6.886 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.139,MaskAcc=0.848,MaskFGAcc=0.536
[Epoch 2][Batch 3899], Speed: 6.786 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.139,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 3999], Speed: 6.840 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.138,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 4099], Speed: 6.928 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.134,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.137,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 4199], Speed: 6.792 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.137,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 4299], Speed: 6.826 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.136,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 4399], Speed: 6.863 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.136,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 4499], Speed: 6.899 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.135,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 4599], Speed: 6.882 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.134,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 4699], Speed: 6.721 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.134,MaskAcc=0.848,MaskFGAcc=0.535
[Epoch 2][Batch 4799], Speed: 6.832 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.133,MaskAcc=0.849,MaskFGAcc=0.535
[Epoch 2][Batch 4899], Speed: 6.823 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.133,MaskAcc=0.849,MaskFGAcc=0.535
[Epoch 2][Batch 4999], Speed: 6.832 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.132,MaskAcc=0.849,MaskFGAcc=0.535
[Epoch 2][Batch 5099], Speed: 6.805 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.132,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5199], Speed: 6.909 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.131,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5299], Speed: 6.815 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.131,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5399], Speed: 6.806 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.130,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5499], Speed: 6.890 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.129,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5599], Speed: 6.825 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.129,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5699], Speed: 6.819 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.128,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5799], Speed: 6.837 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.128,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5899], Speed: 6.853 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.127,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 5999], Speed: 6.838 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.127,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 6099], Speed: 6.869 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.126,MaskAcc=0.849,MaskFGAcc=0.534
[Epoch 2][Batch 6199], Speed: 6.876 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.288,RPNAcc=0.979,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.126,MaskAcc=0.849,MaskFGAcc=0.533
[Epoch 2][Batch 6299], Speed: 6.868 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.133,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.125,MaskAcc=0.849,MaskFGAcc=0.533
[Epoch 2][Batch 6399], Speed: 6.845 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.124,MaskAcc=0.849,MaskFGAcc=0.533
[Epoch 2][Batch 6499], Speed: 6.827 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.124,MaskAcc=0.849,MaskFGAcc=0.533
[Epoch 2][Batch 6599], Speed: 6.815 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.123,MaskAcc=0.850,MaskFGAcc=0.533
[Epoch 2][Batch 6699], Speed: 6.912 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.123,MaskAcc=0.850,MaskFGAcc=0.533
[Epoch 2][Batch 6799], Speed: 6.830 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.122,MaskAcc=0.850,MaskFGAcc=0.533
[Epoch 2][Batch 6899], Speed: 6.925 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.122,MaskAcc=0.850,MaskFGAcc=0.533
[Epoch 2][Batch 6999], Speed: 6.876 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.121,MaskAcc=0.850,MaskFGAcc=0.533
[Epoch 2][Batch 7099], Speed: 6.839 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.121,MaskAcc=0.850,MaskFGAcc=0.533
[Epoch 2][Batch 7199], Speed: 6.870 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.120,MaskAcc=0.850,MaskFGAcc=0.533
[Epoch 2][Batch 7299], Speed: 6.860 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.120,MaskAcc=0.850,MaskFGAcc=0.533
[Epoch 2][Batch 7399], Speed: 6.873 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.119,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 7499], Speed: 6.780 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.119,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 7599], Speed: 6.882 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.118,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 7699], Speed: 6.845 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.118,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 7799], Speed: 6.824 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.117,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 7899], Speed: 6.829 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.117,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 7999], Speed: 6.899 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.116,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 8099], Speed: 6.921 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.116,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 8199], Speed: 6.831 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.115,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 8299], Speed: 6.897 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.115,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 8399], Speed: 6.847 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.115,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 8499], Speed: 6.873 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.114,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 8599], Speed: 6.872 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.114,MaskAcc=0.850,MaskFGAcc=0.532
[Epoch 2][Batch 8699], Speed: 6.841 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.113,MaskAcc=0.851,MaskFGAcc=0.532
[Epoch 2][Batch 8799], Speed: 6.936 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.113,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 8899], Speed: 6.827 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.112,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 8999], Speed: 6.862 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.112,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9099], Speed: 6.849 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.111,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9199], Speed: 6.853 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.111,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9299], Speed: 6.795 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.110,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9399], Speed: 6.932 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.110,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9499], Speed: 6.865 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.109,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9599], Speed: 6.852 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.109,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9699], Speed: 6.912 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.109,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9799], Speed: 6.879 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.108,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9899], Speed: 6.832 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.108,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 9999], Speed: 6.856 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.107,MaskAcc=0.851,MaskFGAcc=0.531
[Epoch 2][Batch 10099], Speed: 6.852 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.107,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10199], Speed: 6.915 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.106,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10299], Speed: 6.845 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.106,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10399], Speed: 6.912 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.105,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10499], Speed: 6.852 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.105,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10599], Speed: 6.774 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.104,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10699], Speed: 6.915 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.104,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10799], Speed: 6.852 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.104,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10899], Speed: 6.896 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.103,MaskAcc=0.851,MaskFGAcc=0.530
[Epoch 2][Batch 10999], Speed: 6.903 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.103,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11099], Speed: 6.857 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.358,RCNNAcc=0.909,RCNNL1Loss=1.102,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11199], Speed: 6.879 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.102,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11299], Speed: 6.775 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.101,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11399], Speed: 6.842 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.101,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11499], Speed: 6.807 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.979,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.101,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11599], Speed: 6.834 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.100,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11699], Speed: 6.778 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.100,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11799], Speed: 6.871 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.099,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11899], Speed: 6.946 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.099,MaskAcc=0.852,MaskFGAcc=0.530
[Epoch 2][Batch 11999], Speed: 6.865 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.287,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.098,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12099], Speed: 6.815 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.098,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12199], Speed: 6.778 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.098,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12299], Speed: 6.833 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.132,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.097,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12399], Speed: 6.879 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.097,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12499], Speed: 6.826 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.096,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12599], Speed: 6.793 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.096,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12699], Speed: 6.883 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.095,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12799], Speed: 6.818 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.095,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12899], Speed: 6.848 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.095,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 12999], Speed: 6.803 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.094,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 13099], Speed: 6.894 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.094,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 13199], Speed: 6.884 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.093,MaskAcc=0.852,MaskFGAcc=0.529
[Epoch 2][Batch 13299], Speed: 6.859 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.093,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 13399], Speed: 6.822 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.092,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 13499], Speed: 6.828 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.092,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 13599], Speed: 6.829 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.092,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 13699], Speed: 6.813 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.091,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 13799], Speed: 6.788 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.091,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 13899], Speed: 6.911 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.090,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 13999], Speed: 6.851 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.090,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 14099], Speed: 6.861 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.090,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 14199], Speed: 6.902 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.089,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 14299], Speed: 6.848 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.089,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 14399], Speed: 6.885 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.088,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 14499], Speed: 6.883 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.088,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2][Batch 14599], Speed: 6.875 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.088,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 2] Training cost: 17122.660, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.270,RCNN_SmoothL1=0.131,RCNN_Mask=0.286
[Epoch 2] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0002_0.0000.params
[Epoch 3][Batch 99], Speed: 6.331 samples/sec, RPN_Conf=0.043,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.130,RCNN_Mask=0.281,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.087,MaskAcc=0.853,MaskFGAcc=0.528
[Epoch 3][Batch 199], Speed: 6.795 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.128,RCNN_Mask=0.278,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.087,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 299], Speed: 6.856 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RCNN_Mask=0.279,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.086,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 399], Speed: 6.839 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.086,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 499], Speed: 6.770 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RCNN_Mask=0.279,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.085,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 599], Speed: 6.864 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.126,RCNN_Mask=0.278,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.085,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 699], Speed: 6.811 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.126,RCNN_Mask=0.278,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.084,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 799], Speed: 6.881 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.126,RCNN_Mask=0.278,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.084,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 899], Speed: 6.855 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.084,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 999], Speed: 6.869 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.083,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 1099], Speed: 6.738 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.278,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.083,MaskAcc=0.853,MaskFGAcc=0.527
[Epoch 3][Batch 1199], Speed: 6.849 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.082,MaskAcc=0.854,MaskFGAcc=0.527
[Epoch 3][Batch 1299], Speed: 6.887 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.082,MaskAcc=0.854,MaskFGAcc=0.527
[Epoch 3][Batch 1399], Speed: 6.833 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.081,MaskAcc=0.854,MaskFGAcc=0.527
[Epoch 3][Batch 1499], Speed: 6.845 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.081,MaskAcc=0.854,MaskFGAcc=0.527
[Epoch 3][Batch 1599], Speed: 6.819 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.081,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 1699], Speed: 6.853 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.080,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 1799], Speed: 6.790 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.080,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 1899], Speed: 6.835 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.080,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 1999], Speed: 6.884 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.079,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2099], Speed: 6.797 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.079,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2199], Speed: 6.877 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.078,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2299], Speed: 6.891 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.078,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2399], Speed: 6.856 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.078,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2499], Speed: 6.828 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.077,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2599], Speed: 6.786 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.077,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2699], Speed: 6.809 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.076,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2799], Speed: 6.936 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.076,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2899], Speed: 6.845 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.076,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 2999], Speed: 6.830 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.075,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 3099], Speed: 6.849 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.075,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 3199], Speed: 6.812 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.075,MaskAcc=0.854,MaskFGAcc=0.526
[Epoch 3][Batch 3299], Speed: 6.785 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.074,MaskAcc=0.854,MaskFGAcc=0.525
[Epoch 3][Batch 3399], Speed: 6.802 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.074,MaskAcc=0.854,MaskFGAcc=0.525
[Epoch 3][Batch 3499], Speed: 6.779 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.073,MaskAcc=0.854,MaskFGAcc=0.525
[Epoch 3][Batch 3599], Speed: 6.893 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.073,MaskAcc=0.854,MaskFGAcc=0.525
[Epoch 3][Batch 3699], Speed: 6.751 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.073,MaskAcc=0.854,MaskFGAcc=0.525
[Epoch 3][Batch 3799], Speed: 6.822 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.072,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 3899], Speed: 6.857 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.072,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 3999], Speed: 6.831 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.071,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4099], Speed: 6.890 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.071,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4199], Speed: 6.786 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.071,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4299], Speed: 6.854 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.070,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4399], Speed: 6.840 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.070,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4499], Speed: 6.819 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.070,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4599], Speed: 6.784 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.069,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4699], Speed: 6.772 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.069,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4799], Speed: 6.818 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.069,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4899], Speed: 6.848 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.068,MaskAcc=0.855,MaskFGAcc=0.525
[Epoch 3][Batch 4999], Speed: 6.830 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.068,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5099], Speed: 6.872 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.068,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5199], Speed: 6.803 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.067,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5299], Speed: 6.820 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.067,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5399], Speed: 6.839 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.067,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5499], Speed: 6.894 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.066,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5599], Speed: 6.839 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.066,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5699], Speed: 6.796 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.066,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5799], Speed: 6.858 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.065,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5899], Speed: 6.866 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.065,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 5999], Speed: 6.805 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.065,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 6099], Speed: 6.798 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.064,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 6199], Speed: 6.838 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.064,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 6299], Speed: 6.899 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.064,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 6399], Speed: 6.842 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.063,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 6499], Speed: 6.773 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.063,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 6599], Speed: 6.836 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.063,MaskAcc=0.855,MaskFGAcc=0.524
[Epoch 3][Batch 6699], Speed: 6.845 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.062,MaskAcc=0.856,MaskFGAcc=0.524
[Epoch 3][Batch 6799], Speed: 6.852 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.062,MaskAcc=0.856,MaskFGAcc=0.524
[Epoch 3][Batch 6899], Speed: 6.794 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.062,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 6999], Speed: 6.824 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.061,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7099], Speed: 6.827 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.061,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7199], Speed: 6.859 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.061,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7299], Speed: 6.803 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.060,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7399], Speed: 6.819 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.060,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7499], Speed: 6.814 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.060,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7599], Speed: 6.831 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.059,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7699], Speed: 6.911 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.059,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7799], Speed: 6.763 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.059,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7899], Speed: 6.800 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.058,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 7999], Speed: 6.748 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.058,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 8099], Speed: 6.801 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.058,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 8199], Speed: 6.882 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.057,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 8299], Speed: 6.818 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.057,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 8399], Speed: 6.833 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.057,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 8499], Speed: 6.829 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.056,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 8599], Speed: 6.821 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.056,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 8699], Speed: 6.846 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.056,MaskAcc=0.856,MaskFGAcc=0.523
[Epoch 3][Batch 8799], Speed: 6.787 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.055,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 8899], Speed: 6.816 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.055,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 8999], Speed: 6.803 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.055,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9099], Speed: 6.860 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.055,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9199], Speed: 6.919 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.054,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9299], Speed: 6.882 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.054,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9399], Speed: 6.812 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.054,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9499], Speed: 6.863 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.053,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9599], Speed: 6.834 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.053,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9699], Speed: 6.870 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.053,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9799], Speed: 6.824 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.052,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9899], Speed: 6.816 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.052,MaskAcc=0.856,MaskFGAcc=0.522
[Epoch 3][Batch 9999], Speed: 6.813 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.052,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10099], Speed: 6.844 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.052,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10199], Speed: 6.760 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.051,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10299], Speed: 6.789 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.051,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10399], Speed: 6.811 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.051,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10499], Speed: 6.843 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.050,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10599], Speed: 6.856 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.050,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10699], Speed: 6.931 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.050,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10799], Speed: 6.858 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.050,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10899], Speed: 6.760 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.049,MaskAcc=0.857,MaskFGAcc=0.522
[Epoch 3][Batch 10999], Speed: 6.853 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.049,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11099], Speed: 6.852 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.049,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11199], Speed: 6.822 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.048,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11299], Speed: 6.804 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.048,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11399], Speed: 6.758 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.048,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11499], Speed: 6.779 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.048,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11599], Speed: 6.820 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.047,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11699], Speed: 6.795 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.047,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11799], Speed: 6.861 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.047,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11899], Speed: 6.802 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.046,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 11999], Speed: 6.888 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.046,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12099], Speed: 6.840 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.046,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12199], Speed: 6.753 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.046,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12299], Speed: 6.864 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.045,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12399], Speed: 6.846 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.045,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12499], Speed: 6.823 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.045,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12599], Speed: 6.883 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.044,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12699], Speed: 6.817 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.044,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12799], Speed: 6.815 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.044,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12899], Speed: 6.855 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.044,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 12999], Speed: 6.829 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.043,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 13099], Speed: 6.898 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.043,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 13199], Speed: 6.816 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.043,MaskAcc=0.857,MaskFGAcc=0.521
[Epoch 3][Batch 13299], Speed: 6.833 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.043,MaskAcc=0.857,MaskFGAcc=0.520
[Epoch 3][Batch 13399], Speed: 6.813 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.042,MaskAcc=0.857,MaskFGAcc=0.520
[Epoch 3][Batch 13499], Speed: 6.806 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.042,MaskAcc=0.857,MaskFGAcc=0.520
[Epoch 3][Batch 13599], Speed: 6.843 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.042,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 13699], Speed: 6.856 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.041,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 13799], Speed: 6.826 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.041,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 13899], Speed: 6.788 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.041,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 13999], Speed: 6.820 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.040,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 14099], Speed: 6.809 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.040,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 14199], Speed: 6.589 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.040,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 14299], Speed: 6.805 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.040,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 14399], Speed: 6.803 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.039,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 14499], Speed: 6.820 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.039,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3][Batch 14599], Speed: 6.786 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.039,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 3] Training cost: 17185.619, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.126,RCNN_Mask=0.277
[Epoch 3] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.277
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.481
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.286
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.173
 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 ] = 0.346
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.265
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.486
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.329
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.595
~~~~ Mean AP for bbox ~~~~
=27.7
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.261
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.452
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.267
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.142
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.296
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.347
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.258
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.422
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.453
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.494
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.586
~~~~ Mean AP for segm ~~~~
=26.1
[Epoch 3] mAP 26.1 higher than current best [23.1] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 3] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0003_26.1000.params
[Epoch 4][Batch 99], Speed: 6.400 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.125,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.038,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 4][Batch 199], Speed: 6.890 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.122,RCNN_Mask=0.269,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.038,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 4][Batch 299], Speed: 6.797 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.038,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 4][Batch 399], Speed: 6.894 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.037,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 4][Batch 499], Speed: 6.860 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.268,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.037,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 4][Batch 599], Speed: 6.830 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.037,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 4][Batch 699], Speed: 6.920 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.981,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.036,MaskAcc=0.858,MaskFGAcc=0.520
[Epoch 4][Batch 799], Speed: 6.915 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.121,RCNN_Mask=0.268,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.036,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 899], Speed: 6.863 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.121,RCNN_Mask=0.269,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.036,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 999], Speed: 6.793 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.121,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.036,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1099], Speed: 6.818 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.035,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1199], Speed: 6.804 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.035,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1299], Speed: 6.852 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.035,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1399], Speed: 6.810 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.035,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1499], Speed: 6.798 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.034,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1599], Speed: 6.714 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.034,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1699], Speed: 6.777 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.034,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1799], Speed: 6.803 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.033,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1899], Speed: 6.823 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.033,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 1999], Speed: 6.781 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.033,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 2099], Speed: 6.885 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.033,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 2199], Speed: 6.917 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.032,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 2299], Speed: 6.860 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.032,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 2399], Speed: 6.886 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.032,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 2499], Speed: 6.857 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.031,MaskAcc=0.858,MaskFGAcc=0.519
[Epoch 4][Batch 2599], Speed: 6.787 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.031,MaskAcc=0.859,MaskFGAcc=0.519
[Epoch 4][Batch 2699], Speed: 6.801 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.031,MaskAcc=0.859,MaskFGAcc=0.519
[Epoch 4][Batch 2799], Speed: 6.929 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.031,MaskAcc=0.859,MaskFGAcc=0.519
[Epoch 4][Batch 2899], Speed: 6.789 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.030,MaskAcc=0.859,MaskFGAcc=0.519
[Epoch 4][Batch 2999], Speed: 6.852 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.030,MaskAcc=0.859,MaskFGAcc=0.519
[Epoch 4][Batch 3099], Speed: 6.856 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.030,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3199], Speed: 6.968 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.030,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3299], Speed: 6.840 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.029,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3399], Speed: 6.792 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.029,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3499], Speed: 6.794 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.029,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3599], Speed: 6.798 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.028,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3699], Speed: 6.876 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.028,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3799], Speed: 6.778 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.028,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3899], Speed: 6.913 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.028,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 3999], Speed: 6.848 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.027,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4099], Speed: 6.791 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.027,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4199], Speed: 6.836 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.027,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4299], Speed: 6.817 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.027,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4399], Speed: 6.816 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.026,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4499], Speed: 6.842 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.026,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4599], Speed: 6.824 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.026,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4699], Speed: 6.834 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.026,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4799], Speed: 6.790 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.025,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4899], Speed: 6.797 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.025,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 4999], Speed: 6.921 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.025,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 5099], Speed: 6.886 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.025,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 5199], Speed: 6.772 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.024,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 5299], Speed: 6.825 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.024,MaskAcc=0.859,MaskFGAcc=0.518
[Epoch 4][Batch 5399], Speed: 6.838 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.024,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 5499], Speed: 6.750 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.024,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 5599], Speed: 6.831 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.023,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 5699], Speed: 6.828 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.023,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 5799], Speed: 6.850 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.023,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 5899], Speed: 6.842 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.023,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 5999], Speed: 6.831 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.022,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 6099], Speed: 6.800 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.022,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 6199], Speed: 6.841 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.022,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 6299], Speed: 6.782 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.022,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 6399], Speed: 6.819 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.021,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 6499], Speed: 6.789 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.021,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 6599], Speed: 6.851 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.021,MaskAcc=0.859,MaskFGAcc=0.517
[Epoch 4][Batch 6699], Speed: 6.806 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.021,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 6799], Speed: 6.874 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.021,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 6899], Speed: 6.822 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.020,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 6999], Speed: 6.765 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.020,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7099], Speed: 6.906 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.020,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7199], Speed: 6.848 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.020,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7299], Speed: 6.850 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.019,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7399], Speed: 6.898 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.019,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7499], Speed: 6.883 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.019,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7599], Speed: 6.821 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.019,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7699], Speed: 6.744 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.018,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7799], Speed: 6.853 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.018,MaskAcc=0.860,MaskFGAcc=0.517
[Epoch 4][Batch 7899], Speed: 6.937 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.018,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 7999], Speed: 6.747 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.018,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8099], Speed: 6.870 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.018,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8199], Speed: 6.865 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.017,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8299], Speed: 6.805 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.017,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8399], Speed: 6.831 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.017,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8499], Speed: 6.789 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.017,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8599], Speed: 6.807 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.270,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.016,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8699], Speed: 6.800 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.016,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8799], Speed: 6.799 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.016,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8899], Speed: 6.834 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.016,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 8999], Speed: 6.840 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.016,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9099], Speed: 6.822 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.015,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9199], Speed: 6.840 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.981,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.015,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9299], Speed: 6.866 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.015,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9399], Speed: 6.879 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.015,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9499], Speed: 6.859 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.015,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9599], Speed: 6.831 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.014,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9699], Speed: 6.780 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.014,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9799], Speed: 6.844 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.014,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9899], Speed: 6.818 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.014,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 9999], Speed: 6.780 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.013,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 10099], Speed: 6.878 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.013,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 10199], Speed: 6.796 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.123,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.013,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 10299], Speed: 6.819 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.013,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 10399], Speed: 6.728 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.012,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 10499], Speed: 6.842 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.012,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 10599], Speed: 6.819 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.012,MaskAcc=0.860,MaskFGAcc=0.516
[Epoch 4][Batch 10699], Speed: 6.773 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.012,MaskAcc=0.860,MaskFGAcc=0.515
[Epoch 4][Batch 10799], Speed: 6.872 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.012,MaskAcc=0.860,MaskFGAcc=0.515
[Epoch 4][Batch 10899], Speed: 6.875 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.011,MaskAcc=0.860,MaskFGAcc=0.515
[Epoch 4][Batch 10999], Speed: 6.816 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.011,MaskAcc=0.860,MaskFGAcc=0.515
[Epoch 4][Batch 11099], Speed: 6.860 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.011,MaskAcc=0.860,MaskFGAcc=0.515
[Epoch 4][Batch 11199], Speed: 6.793 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.011,MaskAcc=0.860,MaskFGAcc=0.515
[Epoch 4][Batch 11299], Speed: 6.858 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.010,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 11399], Speed: 6.833 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.010,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 11499], Speed: 6.905 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.010,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 11599], Speed: 6.823 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.010,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 11699], Speed: 6.743 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.010,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 11799], Speed: 6.805 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.009,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 11899], Speed: 6.833 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.009,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 11999], Speed: 6.920 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.270,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.009,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12099], Speed: 6.861 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.009,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12199], Speed: 6.752 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.009,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12299], Speed: 6.841 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.008,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12399], Speed: 6.872 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.008,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12499], Speed: 6.821 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.008,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12599], Speed: 6.794 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.008,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12699], Speed: 6.865 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.008,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12799], Speed: 6.839 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12899], Speed: 6.848 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 12999], Speed: 6.839 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13099], Speed: 6.829 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13199], Speed: 6.799 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13299], Speed: 6.871 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13399], Speed: 6.833 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.006,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13499], Speed: 6.867 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.006,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13599], Speed: 6.941 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.006,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13699], Speed: 6.899 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.006,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13799], Speed: 6.841 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.005,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13899], Speed: 6.880 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.005,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 13999], Speed: 6.816 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.005,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 14099], Speed: 6.866 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.005,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 14199], Speed: 6.873 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.005,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 14299], Speed: 6.842 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.004,MaskAcc=0.861,MaskFGAcc=0.515
[Epoch 4][Batch 14399], Speed: 6.799 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.004,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 4][Batch 14499], Speed: 6.830 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.004,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 4][Batch 14599], Speed: 6.857 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.004,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 4] Training cost: 17165.269, RPN_Conf=0.040,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.122,RCNN_Mask=0.271
[Epoch 4] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0004_0.0000.params
[Epoch 5][Batch 99], Speed: 6.402 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.119,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.004,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 199], Speed: 6.804 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.003,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 299], Speed: 6.840 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.122,RCNN_Mask=0.268,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.003,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 399], Speed: 6.809 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.122,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.003,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 499], Speed: 6.840 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.123,RCNN_Mask=0.269,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.003,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 599], Speed: 6.894 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.122,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.002,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 699], Speed: 6.895 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.123,RCNN_Mask=0.268,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.002,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 799], Speed: 6.748 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.122,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.002,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 899], Speed: 6.822 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.122,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.002,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 999], Speed: 6.866 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.122,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.002,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 1099], Speed: 6.784 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.122,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.001,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 1199], Speed: 6.776 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.121,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.001,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 1299], Speed: 6.830 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.121,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.001,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 1399], Speed: 6.800 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.121,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.001,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 1499], Speed: 6.844 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.121,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.000,MaskAcc=0.861,MaskFGAcc=0.514
[Epoch 5][Batch 1599], Speed: 6.907 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.000,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 1699], Speed: 6.795 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.000,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 1799], Speed: 6.822 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.000,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 1899], Speed: 6.855 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.999,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 1999], Speed: 6.866 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.999,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 2099], Speed: 6.858 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.999,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 2199], Speed: 6.829 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.999,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 2299], Speed: 6.845 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.999,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 2399], Speed: 6.795 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.998,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 2499], Speed: 6.813 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.998,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 2599], Speed: 6.789 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.998,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 2699], Speed: 6.774 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.998,MaskAcc=0.862,MaskFGAcc=0.514
[Epoch 5][Batch 2799], Speed: 6.799 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.998,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 2899], Speed: 6.813 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.997,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 2999], Speed: 6.789 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.997,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3099], Speed: 6.869 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.997,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3199], Speed: 6.809 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.997,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3299], Speed: 6.805 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.997,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3399], Speed: 6.806 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3499], Speed: 6.711 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3599], Speed: 6.847 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3699], Speed: 6.850 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3799], Speed: 6.799 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3899], Speed: 6.789 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.995,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 3999], Speed: 6.767 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.995,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4099], Speed: 6.849 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.995,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4199], Speed: 6.771 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.995,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4299], Speed: 6.865 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.995,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4399], Speed: 6.807 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.994,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4499], Speed: 6.817 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=0.994,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4599], Speed: 6.778 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.994,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4699], Speed: 6.866 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.265,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.994,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4799], Speed: 6.827 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.994,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4899], Speed: 6.816 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 4999], Speed: 6.817 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5099], Speed: 6.799 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5199], Speed: 6.899 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5299], Speed: 6.735 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5399], Speed: 6.816 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5499], Speed: 6.861 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5599], Speed: 6.738 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5699], Speed: 6.848 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5799], Speed: 6.905 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5899], Speed: 6.807 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 5999], Speed: 6.834 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.991,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 6099], Speed: 6.887 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.991,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 6199], Speed: 6.881 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.991,MaskAcc=0.862,MaskFGAcc=0.513
[Epoch 5][Batch 6299], Speed: 6.876 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.991,MaskAcc=0.862,MaskFGAcc=0.512
[Epoch 5][Batch 6399], Speed: 6.768 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=0.991,MaskAcc=0.862,MaskFGAcc=0.512
[Epoch 5][Batch 6499], Speed: 6.878 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.990,MaskAcc=0.862,MaskFGAcc=0.512
[Epoch 5][Batch 6599], Speed: 6.824 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.990,MaskAcc=0.862,MaskFGAcc=0.512
[Epoch 5][Batch 6699], Speed: 6.862 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.990,MaskAcc=0.862,MaskFGAcc=0.512
[Epoch 5][Batch 6799], Speed: 6.794 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.990,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 6899], Speed: 6.799 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.990,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 6999], Speed: 6.815 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.990,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7099], Speed: 6.802 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.989,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7199], Speed: 6.811 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.989,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7299], Speed: 6.831 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.989,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7399], Speed: 6.884 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.989,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7499], Speed: 6.854 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.989,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7599], Speed: 6.853 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.988,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7699], Speed: 6.874 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.988,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7799], Speed: 6.814 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.988,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7899], Speed: 6.902 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.988,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 7999], Speed: 6.811 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.988,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8099], Speed: 6.796 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8199], Speed: 6.817 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8299], Speed: 6.736 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8399], Speed: 6.762 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8499], Speed: 6.829 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8599], Speed: 6.772 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8699], Speed: 6.753 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8799], Speed: 6.878 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8899], Speed: 6.798 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 8999], Speed: 6.740 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9099], Speed: 6.745 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9199], Speed: 6.752 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9299], Speed: 6.868 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9399], Speed: 6.877 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9499], Speed: 6.782 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9599], Speed: 6.790 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9699], Speed: 6.826 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9799], Speed: 6.826 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.512
[Epoch 5][Batch 9899], Speed: 6.810 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 9999], Speed: 6.850 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10099], Speed: 6.753 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10199], Speed: 6.789 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10299], Speed: 6.835 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10399], Speed: 6.887 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10499], Speed: 6.880 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.983,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10599], Speed: 6.826 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.983,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10699], Speed: 6.733 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.983,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10799], Speed: 6.839 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.983,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10899], Speed: 6.877 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.983,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 10999], Speed: 6.773 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11099], Speed: 6.872 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11199], Speed: 6.878 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11299], Speed: 6.770 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11399], Speed: 6.849 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11499], Speed: 6.839 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11599], Speed: 6.811 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11699], Speed: 6.839 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11799], Speed: 6.882 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11899], Speed: 6.743 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 11999], Speed: 6.826 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 12099], Speed: 6.866 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 12199], Speed: 6.790 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 12299], Speed: 6.785 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 12399], Speed: 6.826 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 12499], Speed: 6.880 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 12599], Speed: 6.855 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 12699], Speed: 6.803 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.511
[Epoch 5][Batch 12799], Speed: 6.843 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.980,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 12899], Speed: 6.880 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 12999], Speed: 6.702 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13099], Speed: 6.891 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13199], Speed: 6.827 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13299], Speed: 6.835 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13399], Speed: 6.734 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13499], Speed: 6.821 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.979,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13599], Speed: 6.769 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13699], Speed: 6.793 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13799], Speed: 6.772 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13899], Speed: 6.863 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 13999], Speed: 6.779 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 14099], Speed: 6.811 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 14199], Speed: 6.868 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 14299], Speed: 6.854 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.511
[Epoch 5][Batch 14399], Speed: 6.711 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 5][Batch 14499], Speed: 6.856 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 5][Batch 14599], Speed: 6.794 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 5] Training cost: 17201.442, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.119,RCNN_Mask=0.266
[Epoch 5] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.289
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.493
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.304
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.179
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.324
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.368
 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 ] = 0.461
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.500
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.537
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.604
~~~~ Mean AP for bbox ~~~~
=28.9
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.270
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.461
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.282
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.147
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.304
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.365
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.258
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.425
 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 ] = 0.303
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.497
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.584
~~~~ Mean AP for segm ~~~~
=27.0
[Epoch 5] mAP 27.0 higher than current best [26.1] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 5] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0005_27.0000.params
[Epoch 6][Batch 99], Speed: 6.410 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.106,RCNN_Mask=0.261,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 199], Speed: 6.894 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.108,RCNN_Mask=0.255,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 299], Speed: 6.834 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.111,RCNN_Mask=0.258,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 399], Speed: 6.793 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.259,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 499], Speed: 6.829 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 599], Speed: 6.810 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 699], Speed: 6.765 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 799], Speed: 6.799 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.975,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 899], Speed: 6.798 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.975,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 999], Speed: 6.828 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.975,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1099], Speed: 6.914 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.975,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1199], Speed: 6.807 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.975,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1299], Speed: 6.810 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1399], Speed: 6.829 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1499], Speed: 6.831 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.982,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1599], Speed: 6.837 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.116,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1699], Speed: 6.788 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.116,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1799], Speed: 6.875 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.116,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1899], Speed: 6.889 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 1999], Speed: 6.892 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2099], Speed: 6.833 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2199], Speed: 6.864 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2299], Speed: 6.812 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.116,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2399], Speed: 6.802 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.116,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2499], Speed: 6.848 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2599], Speed: 6.883 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2699], Speed: 6.843 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2799], Speed: 6.867 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2899], Speed: 6.780 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 2999], Speed: 6.862 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 3099], Speed: 6.837 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 3199], Speed: 6.718 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 3299], Speed: 6.854 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.510
[Epoch 6][Batch 3399], Speed: 6.793 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 3499], Speed: 6.734 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 3599], Speed: 6.878 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 3699], Speed: 6.811 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 3799], Speed: 6.830 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 3899], Speed: 6.850 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 3999], Speed: 6.893 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 4099], Speed: 6.800 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 4199], Speed: 6.848 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 4299], Speed: 6.796 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.969,MaskAcc=0.864,MaskFGAcc=0.509
[Epoch 6][Batch 4399], Speed: 6.852 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.969,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 4499], Speed: 6.843 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.969,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 4599], Speed: 6.770 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.969,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 4699], Speed: 6.829 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.969,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 4799], Speed: 6.749 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.969,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 4899], Speed: 6.839 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.968,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 4999], Speed: 6.782 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.968,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5099], Speed: 6.819 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.968,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5199], Speed: 6.755 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.968,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5299], Speed: 6.867 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.968,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5399], Speed: 6.807 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.968,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5499], Speed: 6.772 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.968,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5599], Speed: 6.891 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5699], Speed: 6.819 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5799], Speed: 6.887 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5899], Speed: 6.845 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 5999], Speed: 6.827 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6099], Speed: 6.888 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6199], Speed: 6.781 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6299], Speed: 6.936 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6399], Speed: 6.942 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6499], Speed: 6.863 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.117,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6599], Speed: 6.885 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6699], Speed: 6.948 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6799], Speed: 6.862 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6899], Speed: 6.847 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 6999], Speed: 6.854 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7099], Speed: 6.797 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7199], Speed: 6.834 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.117,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7299], Speed: 6.834 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.117,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7399], Speed: 6.812 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.117,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7499], Speed: 6.872 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7599], Speed: 6.761 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.117,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7699], Speed: 6.903 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.117,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7799], Speed: 6.820 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7899], Speed: 6.751 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 7999], Speed: 6.968 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 8099], Speed: 6.811 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.509
[Epoch 6][Batch 8199], Speed: 6.849 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 8299], Speed: 6.861 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 8399], Speed: 6.823 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 8499], Speed: 6.840 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 8599], Speed: 6.821 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 8699], Speed: 6.839 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 8799], Speed: 6.852 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 8899], Speed: 6.804 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 8999], Speed: 6.918 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9099], Speed: 6.803 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9199], Speed: 6.793 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9299], Speed: 6.892 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9399], Speed: 6.950 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9499], Speed: 6.823 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9599], Speed: 6.816 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9699], Speed: 6.846 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9799], Speed: 6.860 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9899], Speed: 6.781 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 9999], Speed: 6.906 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10099], Speed: 6.865 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10199], Speed: 6.843 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10299], Speed: 6.833 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10399], Speed: 6.844 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10499], Speed: 6.848 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10599], Speed: 6.852 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10699], Speed: 6.884 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10799], Speed: 6.889 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10899], Speed: 6.903 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 10999], Speed: 6.824 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 11099], Speed: 6.877 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 11199], Speed: 6.894 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 11299], Speed: 6.821 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.959,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 11399], Speed: 6.932 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.959,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 11499], Speed: 6.863 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.959,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 11599], Speed: 6.875 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.959,MaskAcc=0.865,MaskFGAcc=0.508
[Epoch 6][Batch 11699], Speed: 6.817 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.959,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 11799], Speed: 6.844 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.959,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 11899], Speed: 6.810 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.959,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 11999], Speed: 6.801 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.959,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12099], Speed: 6.873 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.958,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12199], Speed: 6.876 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.958,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12299], Speed: 6.881 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.958,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12399], Speed: 6.877 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.958,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12499], Speed: 6.849 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.958,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12599], Speed: 6.914 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.958,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12699], Speed: 6.794 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.958,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12799], Speed: 6.911 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.958,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12899], Speed: 6.851 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 12999], Speed: 6.805 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 13099], Speed: 6.910 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.508
[Epoch 6][Batch 13199], Speed: 6.901 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 13299], Speed: 6.911 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 13399], Speed: 6.861 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 13499], Speed: 6.853 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 13599], Speed: 6.894 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 13699], Speed: 6.900 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 13799], Speed: 6.902 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 13899], Speed: 6.821 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 13999], Speed: 6.847 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 14099], Speed: 6.843 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 14199], Speed: 6.767 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 14299], Speed: 6.877 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 14399], Speed: 6.882 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 14499], Speed: 6.848 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6][Batch 14599], Speed: 6.819 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 6] Training cost: 17141.107, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.117,RCNN_Mask=0.263
[Epoch 6] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0006_0.0000.params
[Epoch 7][Batch 99], Speed: 6.419 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.115,RCNN_Mask=0.261,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 199], Speed: 6.903 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 299], Speed: 6.892 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 399], Speed: 6.778 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 499], Speed: 6.825 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 599], Speed: 6.814 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 699], Speed: 6.814 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 799], Speed: 6.869 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 899], Speed: 6.861 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 999], Speed: 6.808 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1099], Speed: 6.863 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1199], Speed: 6.875 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.257,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1299], Speed: 6.897 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1399], Speed: 6.910 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1499], Speed: 6.902 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.257,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1599], Speed: 6.806 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1699], Speed: 6.731 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1799], Speed: 6.834 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1899], Speed: 6.879 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 1999], Speed: 6.858 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2099], Speed: 6.869 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2199], Speed: 6.884 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2299], Speed: 6.766 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2399], Speed: 6.868 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2499], Speed: 6.840 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2599], Speed: 6.874 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2699], Speed: 6.822 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2799], Speed: 6.842 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2899], Speed: 6.848 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 2999], Speed: 6.847 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 3099], Speed: 6.851 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 3199], Speed: 6.910 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 3299], Speed: 6.865 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.507
[Epoch 7][Batch 3399], Speed: 6.869 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 3499], Speed: 6.844 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 3599], Speed: 6.820 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 3699], Speed: 6.888 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 3799], Speed: 6.886 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 3899], Speed: 6.873 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 3999], Speed: 6.829 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4099], Speed: 6.864 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4199], Speed: 6.791 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4299], Speed: 6.771 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4399], Speed: 6.868 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4499], Speed: 6.797 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4599], Speed: 6.836 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4699], Speed: 6.923 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4799], Speed: 6.790 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4899], Speed: 6.764 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 4999], Speed: 6.922 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.948,MaskAcc=0.866,MaskFGAcc=0.506
[Epoch 7][Batch 5099], Speed: 6.868 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.948,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5199], Speed: 6.884 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.948,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5299], Speed: 6.806 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.948,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5399], Speed: 6.853 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.948,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5499], Speed: 6.838 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.948,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5599], Speed: 6.812 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.948,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5699], Speed: 6.790 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.947,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5799], Speed: 6.840 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.947,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5899], Speed: 6.867 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.947,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 5999], Speed: 6.859 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.947,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6099], Speed: 6.804 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.947,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6199], Speed: 6.901 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.947,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6299], Speed: 6.912 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.947,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6399], Speed: 6.822 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.947,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6499], Speed: 6.791 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6599], Speed: 6.824 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6699], Speed: 6.866 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6799], Speed: 6.868 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6899], Speed: 6.805 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 6999], Speed: 6.848 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7099], Speed: 6.789 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7199], Speed: 6.840 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7299], Speed: 6.847 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7399], Speed: 6.856 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7499], Speed: 6.827 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7599], Speed: 6.891 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7699], Speed: 6.812 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7799], Speed: 6.872 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7899], Speed: 6.795 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 7999], Speed: 6.803 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 8099], Speed: 6.807 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 8199], Speed: 6.880 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 8299], Speed: 6.880 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 8399], Speed: 6.814 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 8499], Speed: 6.849 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 8599], Speed: 6.740 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 8699], Speed: 6.788 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.506
[Epoch 7][Batch 8799], Speed: 6.879 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 8899], Speed: 6.853 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 8999], Speed: 6.671 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9099], Speed: 6.882 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9199], Speed: 6.864 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9299], Speed: 6.886 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9399], Speed: 6.831 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9499], Speed: 6.901 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9599], Speed: 6.964 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9699], Speed: 6.828 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9799], Speed: 6.893 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9899], Speed: 6.871 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 9999], Speed: 6.869 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10099], Speed: 6.947 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10199], Speed: 6.877 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10299], Speed: 6.876 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10399], Speed: 6.918 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10499], Speed: 6.868 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10599], Speed: 6.848 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10699], Speed: 6.863 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10799], Speed: 6.866 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10899], Speed: 6.840 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 10999], Speed: 6.888 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11099], Speed: 6.814 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11199], Speed: 6.826 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11299], Speed: 6.851 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11399], Speed: 6.835 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11499], Speed: 6.833 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11599], Speed: 6.806 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11699], Speed: 6.784 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11799], Speed: 6.770 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11899], Speed: 6.867 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 11999], Speed: 6.979 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12099], Speed: 6.873 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12199], Speed: 6.842 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12299], Speed: 6.873 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12399], Speed: 6.744 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12499], Speed: 6.860 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12599], Speed: 6.863 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12699], Speed: 6.910 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12799], Speed: 6.832 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12899], Speed: 6.866 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 12999], Speed: 6.799 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13099], Speed: 6.810 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13199], Speed: 6.882 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13299], Speed: 6.773 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13399], Speed: 6.804 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13499], Speed: 6.849 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13599], Speed: 6.843 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13699], Speed: 6.836 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13799], Speed: 6.764 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13899], Speed: 6.893 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.505
[Epoch 7][Batch 13999], Speed: 6.876 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 7][Batch 14099], Speed: 6.925 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 7][Batch 14199], Speed: 6.879 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 7][Batch 14299], Speed: 6.832 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 7][Batch 14399], Speed: 6.862 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.938,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 7][Batch 14499], Speed: 6.803 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.937,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 7][Batch 14599], Speed: 6.819 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.937,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 7] Training cost: 17136.927, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.260
[Epoch 7] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.311
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.520
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.332
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.193
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.345
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.285
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.483
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.525
 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 ] = 0.560
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.647
~~~~ Mean AP for bbox ~~~~
=31.1
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.291
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.491
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.304
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.159
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.326
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.384
 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 ] = 0.449
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.485
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.314
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.627
~~~~ Mean AP for segm ~~~~
=29.1
[Epoch 7] mAP 29.1 higher than current best [27.0] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 7] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0007_29.1000.params
[Epoch 8][Batch 99], Speed: 6.364 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.111,RCNN_Mask=0.250,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.937,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 8][Batch 199], Speed: 6.824 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.937,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 8][Batch 299], Speed: 6.844 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.937,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 8][Batch 399], Speed: 6.913 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.937,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 8][Batch 499], Speed: 6.871 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.253,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.937,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 8][Batch 599], Speed: 6.866 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.937,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 8][Batch 699], Speed: 6.907 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.505
[Epoch 8][Batch 799], Speed: 6.832 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 899], Speed: 6.913 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 999], Speed: 6.842 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1099], Speed: 6.933 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1199], Speed: 6.750 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1299], Speed: 6.873 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1399], Speed: 6.843 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1499], Speed: 6.868 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1599], Speed: 6.801 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1699], Speed: 6.858 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1799], Speed: 6.927 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1899], Speed: 6.867 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 1999], Speed: 6.843 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2099], Speed: 6.889 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2199], Speed: 6.881 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2299], Speed: 6.795 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2399], Speed: 6.878 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2499], Speed: 6.896 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2599], Speed: 6.857 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2699], Speed: 6.884 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2799], Speed: 6.854 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2899], Speed: 6.917 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.983,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 2999], Speed: 6.834 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3099], Speed: 6.865 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3199], Speed: 6.868 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3299], Speed: 6.874 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3399], Speed: 6.834 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3499], Speed: 6.817 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3599], Speed: 6.862 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3699], Speed: 6.855 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3799], Speed: 6.822 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3899], Speed: 6.917 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 3999], Speed: 6.832 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4099], Speed: 6.897 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4199], Speed: 6.801 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4299], Speed: 6.892 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4399], Speed: 6.862 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4499], Speed: 6.786 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4599], Speed: 6.858 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4699], Speed: 6.927 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4799], Speed: 6.813 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4899], Speed: 6.854 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 4999], Speed: 6.881 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5099], Speed: 6.875 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5199], Speed: 6.840 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5299], Speed: 6.853 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5399], Speed: 6.887 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5499], Speed: 6.820 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5599], Speed: 6.785 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5699], Speed: 6.864 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5799], Speed: 6.884 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5899], Speed: 6.886 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 5999], Speed: 6.854 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6099], Speed: 6.796 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6199], Speed: 6.913 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6299], Speed: 6.976 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6399], Speed: 6.811 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6499], Speed: 6.895 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6599], Speed: 6.828 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6699], Speed: 6.873 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6799], Speed: 6.824 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6899], Speed: 6.866 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 6999], Speed: 6.838 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7099], Speed: 6.785 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7199], Speed: 6.839 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7299], Speed: 6.850 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7399], Speed: 6.833 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7499], Speed: 6.850 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7599], Speed: 6.862 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7699], Speed: 6.913 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7799], Speed: 6.806 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7899], Speed: 6.822 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 7999], Speed: 6.839 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 8099], Speed: 6.844 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 8199], Speed: 6.809 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 8299], Speed: 6.894 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 8399], Speed: 6.880 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 8499], Speed: 6.898 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 8599], Speed: 6.804 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.504
[Epoch 8][Batch 8699], Speed: 6.878 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.503
[Epoch 8][Batch 8799], Speed: 6.882 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.503
[Epoch 8][Batch 8899], Speed: 6.841 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.928,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 8999], Speed: 6.795 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9099], Speed: 6.875 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9199], Speed: 6.914 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9299], Speed: 6.844 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9399], Speed: 6.876 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9499], Speed: 6.863 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9599], Speed: 6.824 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9699], Speed: 6.834 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9799], Speed: 6.814 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9899], Speed: 6.807 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 9999], Speed: 6.853 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.927,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10099], Speed: 6.843 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10199], Speed: 6.906 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10299], Speed: 6.912 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10399], Speed: 6.798 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10499], Speed: 6.880 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10599], Speed: 6.840 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10699], Speed: 6.908 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10799], Speed: 6.783 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10899], Speed: 6.825 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 10999], Speed: 6.935 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.926,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11099], Speed: 6.827 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11199], Speed: 6.810 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11299], Speed: 6.765 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11399], Speed: 6.894 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11499], Speed: 6.949 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11599], Speed: 6.797 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11699], Speed: 6.891 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11799], Speed: 6.875 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11899], Speed: 6.914 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 11999], Speed: 6.886 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12099], Speed: 6.875 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12199], Speed: 6.896 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12299], Speed: 6.858 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12399], Speed: 6.880 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12499], Speed: 6.825 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12599], Speed: 6.883 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12699], Speed: 6.912 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12799], Speed: 6.816 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12899], Speed: 6.852 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 12999], Speed: 6.846 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13099], Speed: 6.837 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13199], Speed: 6.875 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13299], Speed: 6.838 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13399], Speed: 6.874 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13499], Speed: 6.861 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13599], Speed: 6.864 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13699], Speed: 6.792 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13799], Speed: 6.839 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13899], Speed: 6.822 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 13999], Speed: 6.843 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 14099], Speed: 6.846 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 14199], Speed: 6.812 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 14299], Speed: 6.842 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 14399], Speed: 6.965 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 14499], Speed: 6.818 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8][Batch 14599], Speed: 6.833 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 8] Training cost: 17112.698, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257
[Epoch 8] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0008_0.0000.params
[Epoch 9][Batch 99], Speed: 6.300 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.249,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 9][Batch 199], Speed: 6.879 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 9][Batch 299], Speed: 6.901 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.112,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 9][Batch 399], Speed: 6.843 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 9][Batch 499], Speed: 6.813 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 9][Batch 599], Speed: 6.782 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 9][Batch 699], Speed: 6.902 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 9][Batch 799], Speed: 6.883 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.112,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.503
[Epoch 9][Batch 899], Speed: 6.868 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 999], Speed: 6.842 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.112,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1099], Speed: 6.732 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1199], Speed: 6.857 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1299], Speed: 6.909 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1399], Speed: 6.929 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.112,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1499], Speed: 6.875 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.112,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1599], Speed: 6.883 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.112,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1699], Speed: 6.873 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1799], Speed: 6.880 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1899], Speed: 6.872 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 1999], Speed: 6.838 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2099], Speed: 6.836 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2199], Speed: 6.885 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2299], Speed: 6.822 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2399], Speed: 6.818 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2499], Speed: 6.828 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2599], Speed: 6.782 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2699], Speed: 6.900 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2799], Speed: 6.822 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.113,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2899], Speed: 6.867 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 2999], Speed: 6.884 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.113,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3099], Speed: 6.923 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.113,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3199], Speed: 6.787 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.113,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3299], Speed: 6.813 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3399], Speed: 6.793 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3499], Speed: 6.875 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3599], Speed: 6.899 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3699], Speed: 6.823 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3799], Speed: 6.845 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.113,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3899], Speed: 6.877 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.113,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 3999], Speed: 6.763 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4099], Speed: 6.853 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4199], Speed: 6.838 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4299], Speed: 6.832 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4399], Speed: 6.877 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4499], Speed: 6.877 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4599], Speed: 6.811 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4699], Speed: 6.837 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4799], Speed: 6.899 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4899], Speed: 6.832 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 4999], Speed: 6.897 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.502
[Epoch 9][Batch 5099], Speed: 6.793 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5199], Speed: 6.829 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5299], Speed: 6.829 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5399], Speed: 6.857 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5499], Speed: 6.887 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5599], Speed: 6.799 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5699], Speed: 6.886 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5799], Speed: 6.930 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5899], Speed: 6.872 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.917,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 5999], Speed: 6.904 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6099], Speed: 6.880 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6199], Speed: 6.863 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6299], Speed: 6.842 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6399], Speed: 6.864 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6499], Speed: 6.915 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6599], Speed: 6.893 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6699], Speed: 6.866 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6799], Speed: 6.830 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6899], Speed: 6.887 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 6999], Speed: 6.865 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.916,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7099], Speed: 6.852 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7199], Speed: 6.815 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7299], Speed: 6.891 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7399], Speed: 6.918 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7499], Speed: 6.864 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7599], Speed: 6.830 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7699], Speed: 6.835 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7799], Speed: 6.839 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7899], Speed: 6.841 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 7999], Speed: 6.844 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 8099], Speed: 6.871 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 8199], Speed: 6.857 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 8299], Speed: 6.836 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 8399], Speed: 6.782 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.502
[Epoch 9][Batch 8499], Speed: 6.833 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 8599], Speed: 6.792 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 8699], Speed: 6.863 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 8799], Speed: 6.785 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 8899], Speed: 6.871 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 8999], Speed: 6.881 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9099], Speed: 6.859 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9199], Speed: 6.846 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9299], Speed: 6.831 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9399], Speed: 6.855 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9499], Speed: 6.846 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9599], Speed: 6.914 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9699], Speed: 6.760 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9799], Speed: 6.839 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9899], Speed: 6.873 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 9999], Speed: 6.887 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10099], Speed: 6.822 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10199], Speed: 6.803 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10299], Speed: 6.851 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10399], Speed: 6.786 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10499], Speed: 6.814 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10599], Speed: 6.868 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10699], Speed: 6.863 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10799], Speed: 6.857 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10899], Speed: 6.917 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 10999], Speed: 6.861 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11099], Speed: 6.863 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11199], Speed: 6.852 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11299], Speed: 6.795 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11399], Speed: 6.850 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11499], Speed: 6.873 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11599], Speed: 6.866 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11699], Speed: 6.808 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11799], Speed: 6.862 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11899], Speed: 6.848 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 11999], Speed: 6.787 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12099], Speed: 6.861 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12199], Speed: 6.832 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12299], Speed: 6.852 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12399], Speed: 6.869 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12499], Speed: 6.840 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12599], Speed: 6.820 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12699], Speed: 6.826 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12799], Speed: 6.649 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12899], Speed: 6.786 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 12999], Speed: 6.861 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13099], Speed: 6.935 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13199], Speed: 6.901 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13299], Speed: 6.813 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13399], Speed: 6.953 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13499], Speed: 6.843 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13599], Speed: 6.895 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13699], Speed: 6.845 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13799], Speed: 6.770 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13899], Speed: 6.802 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 13999], Speed: 6.849 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 14099], Speed: 6.830 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 14199], Speed: 6.792 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 14299], Speed: 6.807 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 14399], Speed: 6.832 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 14499], Speed: 6.784 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9][Batch 14599], Speed: 6.852 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 9] Training cost: 17134.664, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.113,RCNN_Mask=0.256
[Epoch 9] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.311
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.516
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.334
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.186
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.350
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.395
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.285
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.473
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.509
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.340
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.550
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.638
~~~~ Mean AP for bbox ~~~~
=31.1
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.290
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.487
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.303
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.151
 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 ] = 0.392
 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 ] = 0.439
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.469
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.284
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.515
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.619
~~~~ Mean AP for segm ~~~~
=29.0
[Epoch 9] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0009_29.0000.params
[Epoch 10][Batch 99], Speed: 6.543 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 199], Speed: 6.822 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 299], Speed: 6.848 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 399], Speed: 6.838 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 499], Speed: 6.824 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 599], Speed: 6.962 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 699], Speed: 6.960 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 799], Speed: 6.883 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 899], Speed: 6.859 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 999], Speed: 6.935 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1099], Speed: 6.838 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1199], Speed: 6.887 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1299], Speed: 6.876 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1399], Speed: 6.916 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1499], Speed: 6.828 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1599], Speed: 6.913 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1699], Speed: 6.928 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1799], Speed: 6.881 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1899], Speed: 6.888 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 1999], Speed: 6.841 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 2099], Speed: 6.806 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 2199], Speed: 6.852 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 2299], Speed: 6.865 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 2399], Speed: 6.829 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.501
[Epoch 10][Batch 2499], Speed: 6.920 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.500
[Epoch 10][Batch 2599], Speed: 6.892 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.500
[Epoch 10][Batch 2699], Speed: 6.800 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.500
[Epoch 10][Batch 2799], Speed: 6.855 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.500
[Epoch 10][Batch 2899], Speed: 6.871 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.500
[Epoch 10][Batch 2999], Speed: 6.860 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=0.907,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3099], Speed: 6.815 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.920,RCNNL1Loss=0.907,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3199], Speed: 6.898 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3299], Speed: 6.830 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3399], Speed: 6.806 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3499], Speed: 6.815 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3599], Speed: 6.896 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3699], Speed: 6.892 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3799], Speed: 6.885 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3899], Speed: 6.924 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 3999], Speed: 6.847 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4099], Speed: 6.924 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4199], Speed: 6.885 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4299], Speed: 6.827 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.906,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4399], Speed: 6.859 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4499], Speed: 6.916 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4599], Speed: 6.853 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4699], Speed: 6.875 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4799], Speed: 6.886 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4899], Speed: 6.823 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 4999], Speed: 6.885 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5099], Speed: 6.826 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5199], Speed: 6.847 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5299], Speed: 6.854 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5399], Speed: 6.804 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5499], Speed: 6.930 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.905,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5599], Speed: 6.934 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5699], Speed: 6.844 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5799], Speed: 6.853 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5899], Speed: 6.871 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 5999], Speed: 6.882 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6099], Speed: 6.832 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6199], Speed: 6.806 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6299], Speed: 6.856 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6399], Speed: 6.832 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6499], Speed: 6.859 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6599], Speed: 6.924 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6699], Speed: 6.835 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6799], Speed: 6.905 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6899], Speed: 6.881 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 6999], Speed: 6.828 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7099], Speed: 6.836 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7199], Speed: 6.859 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7299], Speed: 6.811 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7399], Speed: 6.775 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7499], Speed: 6.864 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7599], Speed: 6.859 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.307,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7699], Speed: 6.888 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7799], Speed: 6.786 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7899], Speed: 6.883 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 7999], Speed: 6.830 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8099], Speed: 6.810 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8199], Speed: 6.891 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8299], Speed: 6.808 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8399], Speed: 6.897 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8499], Speed: 6.805 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8599], Speed: 6.791 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8699], Speed: 6.909 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8799], Speed: 6.910 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8899], Speed: 6.846 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 8999], Speed: 6.935 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9099], Speed: 6.854 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9199], Speed: 6.840 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9299], Speed: 6.908 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9399], Speed: 6.839 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9499], Speed: 6.899 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9599], Speed: 6.885 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9699], Speed: 6.916 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9799], Speed: 6.907 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9899], Speed: 6.798 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 9999], Speed: 6.937 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10099], Speed: 6.925 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10199], Speed: 6.915 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10299], Speed: 6.847 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10399], Speed: 6.868 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10499], Speed: 6.930 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10599], Speed: 6.851 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10699], Speed: 6.866 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10799], Speed: 6.850 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10899], Speed: 6.872 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 10999], Speed: 6.837 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11099], Speed: 6.796 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11199], Speed: 6.870 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11299], Speed: 6.837 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11399], Speed: 6.829 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11499], Speed: 6.837 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11599], Speed: 6.932 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11699], Speed: 6.833 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11799], Speed: 6.771 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11899], Speed: 6.848 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 11999], Speed: 6.822 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 12099], Speed: 6.862 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.500
[Epoch 10][Batch 12199], Speed: 6.834 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.111,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 12299], Speed: 6.859 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 12399], Speed: 6.892 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 12499], Speed: 6.868 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 12599], Speed: 6.831 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 12699], Speed: 6.868 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 12799], Speed: 6.823 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 12899], Speed: 6.838 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 12999], Speed: 6.829 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13099], Speed: 6.832 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13199], Speed: 6.843 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13299], Speed: 6.845 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13399], Speed: 6.862 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13499], Speed: 6.759 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13599], Speed: 6.855 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13699], Speed: 6.835 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13799], Speed: 6.856 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13899], Speed: 6.905 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 13999], Speed: 6.908 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 14099], Speed: 6.885 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 14199], Speed: 6.788 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 14299], Speed: 6.864 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 14399], Speed: 6.827 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 14499], Speed: 6.844 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10][Batch 14599], Speed: 6.914 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 10] Training cost: 17098.429, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.254
[Epoch 10] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0010_0.0000.params
[Epoch 11][Batch 99], Speed: 6.324 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.116,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 199], Speed: 6.818 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 299], Speed: 6.944 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.112,RCNN_Mask=0.252,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 399], Speed: 6.885 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 499], Speed: 6.903 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 599], Speed: 6.788 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 699], Speed: 6.886 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 799], Speed: 6.875 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 899], Speed: 6.929 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 999], Speed: 6.895 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1099], Speed: 6.880 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1199], Speed: 6.809 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1299], Speed: 6.864 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1399], Speed: 6.833 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1499], Speed: 6.795 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1599], Speed: 6.842 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1699], Speed: 6.905 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1799], Speed: 6.818 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1899], Speed: 6.945 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 1999], Speed: 6.927 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 2099], Speed: 6.875 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.499
[Epoch 11][Batch 2199], Speed: 6.793 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 2299], Speed: 6.908 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 2399], Speed: 6.906 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 2499], Speed: 6.790 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 2599], Speed: 6.822 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 2699], Speed: 6.888 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 2799], Speed: 6.867 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 2899], Speed: 6.884 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 2999], Speed: 6.913 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3099], Speed: 6.831 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.896,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3199], Speed: 6.974 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3299], Speed: 6.801 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3399], Speed: 6.836 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3499], Speed: 6.797 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3599], Speed: 6.892 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3699], Speed: 6.893 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3799], Speed: 6.791 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3899], Speed: 6.850 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 3999], Speed: 6.848 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4099], Speed: 6.854 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4199], Speed: 6.845 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4299], Speed: 6.866 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4399], Speed: 6.814 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.895,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4499], Speed: 6.881 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4599], Speed: 6.890 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4699], Speed: 6.836 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4799], Speed: 6.787 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4899], Speed: 6.860 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 4999], Speed: 6.840 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5099], Speed: 6.780 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5199], Speed: 6.870 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5299], Speed: 6.795 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5399], Speed: 6.806 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5499], Speed: 6.830 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5599], Speed: 6.889 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5699], Speed: 6.809 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5799], Speed: 6.869 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.894,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5899], Speed: 6.896 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 5999], Speed: 6.836 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6099], Speed: 6.983 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6199], Speed: 6.884 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6299], Speed: 6.877 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6399], Speed: 6.881 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6499], Speed: 6.890 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6599], Speed: 6.926 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6699], Speed: 6.853 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6799], Speed: 6.850 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.499
[Epoch 11][Batch 6899], Speed: 6.848 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 6999], Speed: 6.852 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7099], Speed: 6.897 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7199], Speed: 6.853 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7299], Speed: 6.830 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7399], Speed: 6.881 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7499], Speed: 6.841 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7599], Speed: 6.887 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7699], Speed: 6.938 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7799], Speed: 6.861 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7899], Speed: 6.865 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 7999], Speed: 6.889 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8099], Speed: 6.854 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8199], Speed: 6.887 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8299], Speed: 6.916 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8399], Speed: 6.859 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8499], Speed: 6.803 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8599], Speed: 6.823 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8699], Speed: 6.855 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8799], Speed: 6.899 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8899], Speed: 6.884 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 8999], Speed: 6.870 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9099], Speed: 6.849 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9199], Speed: 6.955 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9299], Speed: 6.924 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9399], Speed: 6.880 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9499], Speed: 6.824 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9599], Speed: 6.837 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9699], Speed: 6.990 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9799], Speed: 6.825 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9899], Speed: 6.803 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 9999], Speed: 6.821 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10099], Speed: 6.957 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10199], Speed: 6.833 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10299], Speed: 6.963 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10399], Speed: 6.885 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10499], Speed: 6.891 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10599], Speed: 6.887 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10699], Speed: 6.890 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10799], Speed: 6.854 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10899], Speed: 6.832 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 10999], Speed: 6.864 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11099], Speed: 6.916 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11199], Speed: 6.884 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11299], Speed: 6.898 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11399], Speed: 6.894 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11499], Speed: 6.876 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11599], Speed: 6.952 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11699], Speed: 6.887 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11799], Speed: 6.875 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11899], Speed: 6.828 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 11999], Speed: 6.858 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12099], Speed: 6.867 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12199], Speed: 6.908 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12299], Speed: 6.910 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12399], Speed: 6.838 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12499], Speed: 6.894 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12599], Speed: 6.897 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12699], Speed: 6.872 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12799], Speed: 6.873 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12899], Speed: 6.823 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 12999], Speed: 6.811 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13099], Speed: 6.838 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13199], Speed: 6.836 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13299], Speed: 6.891 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13399], Speed: 6.872 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13499], Speed: 6.859 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13599], Speed: 6.885 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13699], Speed: 6.816 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13799], Speed: 6.791 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13899], Speed: 6.865 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 13999], Speed: 6.830 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 14099], Speed: 6.884 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 14199], Speed: 6.836 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 14299], Speed: 6.814 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 14399], Speed: 6.855 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 14499], Speed: 6.915 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11][Batch 14599], Speed: 6.811 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 11] Training cost: 17092.231, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.111,RCNN_Mask=0.252
[Epoch 11] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.313
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.529
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.333
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.193
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.351
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.397
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.286
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.475
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.514
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.624
~~~~ Mean AP for bbox ~~~~
=31.3
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.296
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.496
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.308
 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 ] = 0.333
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.399
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.278
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.448
 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 ] = 0.315
 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 ] = 0.615
~~~~ Mean AP for segm ~~~~
=29.6
[Epoch 11] mAP 29.6 higher than current best [29.1] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 11] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0011_29.6000.params
[Epoch 12][Batch 99], Speed: 6.541 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 199], Speed: 6.880 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 299], Speed: 6.832 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 399], Speed: 6.857 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 499], Speed: 6.865 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 599], Speed: 6.939 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 699], Speed: 6.699 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 799], Speed: 6.889 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 899], Speed: 6.922 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 999], Speed: 6.975 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1099], Speed: 6.819 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1199], Speed: 6.822 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1299], Speed: 6.889 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1399], Speed: 6.793 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1499], Speed: 6.982 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1599], Speed: 6.872 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1699], Speed: 6.864 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1799], Speed: 6.872 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1899], Speed: 6.894 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 1999], Speed: 6.879 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2099], Speed: 6.831 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2199], Speed: 6.921 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2299], Speed: 6.890 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2399], Speed: 6.948 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2499], Speed: 6.920 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2599], Speed: 6.950 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2699], Speed: 6.915 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2799], Speed: 6.873 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2899], Speed: 6.978 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 2999], Speed: 6.867 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.498
[Epoch 12][Batch 3099], Speed: 6.868 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3199], Speed: 6.793 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3299], Speed: 6.933 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3399], Speed: 6.782 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.886,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3499], Speed: 6.946 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3599], Speed: 6.943 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3699], Speed: 6.846 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3799], Speed: 6.819 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3899], Speed: 6.919 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 3999], Speed: 6.954 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 4099], Speed: 6.826 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 4199], Speed: 6.799 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 4299], Speed: 6.861 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.498
[Epoch 12][Batch 4399], Speed: 6.821 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 4499], Speed: 6.912 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 4599], Speed: 6.834 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 4699], Speed: 6.846 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 4799], Speed: 6.852 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 4899], Speed: 6.859 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 4999], Speed: 6.950 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.885,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5099], Speed: 6.885 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5199], Speed: 6.845 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5299], Speed: 6.843 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5399], Speed: 6.891 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5499], Speed: 6.851 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5599], Speed: 6.883 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5699], Speed: 6.877 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5799], Speed: 6.919 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5899], Speed: 6.820 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 5999], Speed: 6.858 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6099], Speed: 6.899 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6199], Speed: 6.923 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6299], Speed: 6.907 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6399], Speed: 6.760 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6499], Speed: 6.821 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6599], Speed: 6.860 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.884,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6699], Speed: 6.951 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6799], Speed: 6.883 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6899], Speed: 6.817 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 6999], Speed: 6.890 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7099], Speed: 6.983 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7199], Speed: 6.932 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7299], Speed: 6.892 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7399], Speed: 6.780 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7499], Speed: 6.861 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7599], Speed: 6.893 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7699], Speed: 6.892 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7799], Speed: 6.861 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7899], Speed: 6.885 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 7999], Speed: 6.929 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8099], Speed: 6.862 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8199], Speed: 6.919 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.883,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8299], Speed: 6.848 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8399], Speed: 6.824 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8499], Speed: 6.851 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8599], Speed: 6.879 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8699], Speed: 6.851 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8799], Speed: 6.854 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8899], Speed: 6.835 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 8999], Speed: 6.813 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9099], Speed: 6.922 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9199], Speed: 6.883 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9299], Speed: 6.906 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9399], Speed: 6.871 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9499], Speed: 6.907 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9599], Speed: 6.803 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9699], Speed: 6.844 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9799], Speed: 6.798 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9899], Speed: 6.849 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 9999], Speed: 6.860 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10099], Speed: 6.842 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10199], Speed: 6.850 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10299], Speed: 6.783 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10399], Speed: 6.844 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10499], Speed: 6.876 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10599], Speed: 6.845 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10699], Speed: 6.923 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10799], Speed: 6.858 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10899], Speed: 6.861 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 10999], Speed: 6.893 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11099], Speed: 6.884 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11199], Speed: 6.863 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11299], Speed: 6.952 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11399], Speed: 6.846 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11499], Speed: 6.832 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11599], Speed: 6.857 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11699], Speed: 6.961 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11799], Speed: 6.971 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11899], Speed: 6.935 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 11999], Speed: 6.890 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12099], Speed: 6.869 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12199], Speed: 6.870 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12299], Speed: 6.838 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12399], Speed: 6.853 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12499], Speed: 6.896 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12599], Speed: 6.831 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12699], Speed: 6.920 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12799], Speed: 6.830 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12899], Speed: 6.852 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 12999], Speed: 6.847 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13099], Speed: 6.913 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13199], Speed: 6.870 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13299], Speed: 6.912 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13399], Speed: 6.808 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13499], Speed: 6.839 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13599], Speed: 6.896 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13699], Speed: 6.860 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13799], Speed: 6.926 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13899], Speed: 6.886 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 13999], Speed: 6.867 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 14099], Speed: 6.904 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 14199], Speed: 6.942 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 14299], Speed: 6.924 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 14399], Speed: 6.934 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 14499], Speed: 6.890 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12][Batch 14599], Speed: 6.864 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 12] Training cost: 17063.100, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.110,RCNN_Mask=0.251
[Epoch 12] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0012_0.0000.params
[Epoch 13][Batch 99], Speed: 6.469 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 199], Speed: 6.915 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 299], Speed: 6.953 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 399], Speed: 6.826 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 499], Speed: 6.841 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 599], Speed: 6.971 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 699], Speed: 6.916 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 799], Speed: 6.826 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 899], Speed: 6.872 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 999], Speed: 6.837 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1099], Speed: 6.840 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1199], Speed: 6.827 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1299], Speed: 6.902 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1399], Speed: 6.873 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1499], Speed: 6.891 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1599], Speed: 6.901 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1699], Speed: 6.922 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1799], Speed: 6.861 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1899], Speed: 6.891 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 1999], Speed: 6.806 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 2099], Speed: 6.900 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 2199], Speed: 6.810 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 2299], Speed: 6.933 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 2399], Speed: 6.929 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 2499], Speed: 6.920 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 2599], Speed: 6.942 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 2699], Speed: 6.854 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.497
[Epoch 13][Batch 2799], Speed: 6.910 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 2899], Speed: 6.951 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 2999], Speed: 6.879 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3099], Speed: 6.896 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3199], Speed: 6.942 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3299], Speed: 6.861 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3399], Speed: 6.925 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3499], Speed: 6.880 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3599], Speed: 6.920 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3699], Speed: 6.923 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3799], Speed: 6.879 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3899], Speed: 6.852 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 3999], Speed: 6.877 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4099], Speed: 6.898 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4199], Speed: 6.807 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4299], Speed: 6.755 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4399], Speed: 6.860 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4499], Speed: 6.858 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4599], Speed: 6.913 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4699], Speed: 6.828 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4799], Speed: 6.863 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4899], Speed: 6.919 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 4999], Speed: 6.849 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5099], Speed: 6.813 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5199], Speed: 6.927 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5299], Speed: 6.900 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5399], Speed: 6.909 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5499], Speed: 6.833 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5599], Speed: 6.852 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5699], Speed: 6.827 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5799], Speed: 6.866 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.496
[Epoch 13][Batch 5899], Speed: 6.946 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 5999], Speed: 7.016 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6099], Speed: 6.823 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6199], Speed: 6.823 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6299], Speed: 6.940 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6399], Speed: 6.930 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6499], Speed: 6.816 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6599], Speed: 6.894 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6699], Speed: 6.825 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6799], Speed: 6.858 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6899], Speed: 6.918 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 6999], Speed: 6.883 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7099], Speed: 6.946 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.875,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7199], Speed: 6.831 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7299], Speed: 6.856 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7399], Speed: 6.933 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7499], Speed: 6.877 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7599], Speed: 6.902 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7699], Speed: 6.897 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7799], Speed: 6.838 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7899], Speed: 6.893 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 7999], Speed: 6.888 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8099], Speed: 6.894 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8199], Speed: 6.851 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8299], Speed: 6.717 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8399], Speed: 6.939 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8499], Speed: 6.842 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8599], Speed: 6.825 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8699], Speed: 6.889 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8799], Speed: 6.917 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8899], Speed: 6.915 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 8999], Speed: 6.855 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.874,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9099], Speed: 6.849 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9199], Speed: 6.929 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9299], Speed: 6.945 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9399], Speed: 6.865 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9499], Speed: 6.749 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9599], Speed: 6.868 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9699], Speed: 6.850 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9799], Speed: 6.784 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9899], Speed: 6.894 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 9999], Speed: 6.880 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10099], Speed: 6.906 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10199], Speed: 6.850 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10299], Speed: 6.888 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10399], Speed: 6.787 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10499], Speed: 6.838 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10599], Speed: 6.907 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10699], Speed: 6.914 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10799], Speed: 6.841 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10899], Speed: 6.863 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 10999], Speed: 6.927 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11099], Speed: 6.880 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11199], Speed: 6.823 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11299], Speed: 6.827 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11399], Speed: 6.846 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11499], Speed: 6.882 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11599], Speed: 6.919 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11699], Speed: 6.889 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11799], Speed: 6.812 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11899], Speed: 6.796 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 11999], Speed: 6.872 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12099], Speed: 6.917 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12199], Speed: 6.857 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12299], Speed: 6.931 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12399], Speed: 6.884 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12499], Speed: 6.906 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12599], Speed: 6.938 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12699], Speed: 6.825 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12799], Speed: 6.928 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12899], Speed: 6.815 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 12999], Speed: 6.869 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13099], Speed: 6.882 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13199], Speed: 6.942 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13299], Speed: 6.865 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13399], Speed: 6.799 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13499], Speed: 6.853 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13599], Speed: 6.864 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13699], Speed: 6.804 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13799], Speed: 6.848 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13899], Speed: 6.915 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 13999], Speed: 6.782 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 14099], Speed: 6.861 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 14199], Speed: 6.784 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 14299], Speed: 6.861 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 14399], Speed: 6.861 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 14499], Speed: 6.900 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13][Batch 14599], Speed: 6.823 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 13] Training cost: 17067.706, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.109,RCNN_Mask=0.250
[Epoch 13] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.327
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.538
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.350
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.355
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.420
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.295
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.484
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.520
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.643
~~~~ Mean AP for bbox ~~~~
=32.7
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.303
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.506
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.316
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.162
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.333
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.406
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.280
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.448
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.479
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.309
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.512
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.619
~~~~ Mean AP for segm ~~~~
=30.3
[Epoch 13] mAP 30.3 higher than current best [29.6] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 13] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0013_30.3000.params
[Epoch 14][Batch 99], Speed: 6.436 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.106,RCNN_Mask=0.243,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 199], Speed: 6.920 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.922,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 299], Speed: 6.964 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 399], Speed: 6.876 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 499], Speed: 6.907 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 599], Speed: 6.884 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 699], Speed: 6.849 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 799], Speed: 6.900 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 899], Speed: 6.868 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 999], Speed: 6.852 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1099], Speed: 6.838 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.106,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1199], Speed: 6.881 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1299], Speed: 6.890 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1399], Speed: 6.908 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1499], Speed: 6.863 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1599], Speed: 6.831 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1699], Speed: 6.873 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1799], Speed: 6.948 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1899], Speed: 6.921 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 1999], Speed: 6.838 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2099], Speed: 6.928 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2199], Speed: 6.852 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2299], Speed: 6.840 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2399], Speed: 6.950 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2499], Speed: 6.857 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2599], Speed: 6.832 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2699], Speed: 6.856 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2799], Speed: 6.777 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2899], Speed: 6.800 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 2999], Speed: 6.901 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 3099], Speed: 6.883 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 3199], Speed: 6.912 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 3299], Speed: 6.902 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 3399], Speed: 6.902 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 3499], Speed: 6.861 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 3599], Speed: 6.907 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 3699], Speed: 6.898 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.496
[Epoch 14][Batch 3799], Speed: 6.861 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 3899], Speed: 6.795 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 3999], Speed: 6.926 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4099], Speed: 6.844 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4199], Speed: 6.837 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4299], Speed: 6.834 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4399], Speed: 6.944 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4499], Speed: 6.918 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4599], Speed: 6.854 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4699], Speed: 6.872 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4799], Speed: 6.843 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4899], Speed: 6.835 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 4999], Speed: 6.898 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5099], Speed: 6.837 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5199], Speed: 6.855 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5299], Speed: 6.857 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5399], Speed: 6.958 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5499], Speed: 6.867 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5599], Speed: 6.856 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5699], Speed: 6.888 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5799], Speed: 6.963 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5899], Speed: 6.852 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 5999], Speed: 6.903 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6099], Speed: 6.822 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6199], Speed: 6.971 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6299], Speed: 6.846 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6399], Speed: 6.987 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6499], Speed: 6.871 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6599], Speed: 6.798 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6699], Speed: 6.912 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6799], Speed: 6.859 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6899], Speed: 6.913 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 6999], Speed: 6.818 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7099], Speed: 6.904 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7199], Speed: 6.867 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7299], Speed: 6.875 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7399], Speed: 6.936 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7499], Speed: 6.784 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7599], Speed: 6.797 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7699], Speed: 6.905 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7799], Speed: 6.854 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7899], Speed: 6.882 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 7999], Speed: 6.858 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8099], Speed: 6.841 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8199], Speed: 6.829 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8299], Speed: 6.879 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8399], Speed: 6.846 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8499], Speed: 6.787 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8599], Speed: 6.928 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8699], Speed: 6.819 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8799], Speed: 6.969 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8899], Speed: 6.816 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 8999], Speed: 6.825 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9099], Speed: 6.939 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9199], Speed: 6.845 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9299], Speed: 6.942 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9399], Speed: 6.831 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9499], Speed: 6.852 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9599], Speed: 6.848 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9699], Speed: 6.948 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9799], Speed: 6.860 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9899], Speed: 6.891 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 9999], Speed: 6.868 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10099], Speed: 6.872 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10199], Speed: 6.864 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10299], Speed: 6.867 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10399], Speed: 6.857 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10499], Speed: 6.783 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10599], Speed: 6.873 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10699], Speed: 6.834 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10799], Speed: 6.851 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10899], Speed: 6.887 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 10999], Speed: 6.862 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 11099], Speed: 6.820 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 11199], Speed: 6.938 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 11299], Speed: 6.835 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.495
[Epoch 14][Batch 11399], Speed: 6.900 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 11499], Speed: 6.909 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 11599], Speed: 6.889 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 11699], Speed: 6.807 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.865,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 11799], Speed: 6.865 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 11899], Speed: 6.864 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 11999], Speed: 6.836 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12099], Speed: 6.823 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12199], Speed: 6.933 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12299], Speed: 6.791 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12399], Speed: 6.842 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12499], Speed: 6.857 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12599], Speed: 6.846 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12699], Speed: 6.867 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12799], Speed: 6.921 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12899], Speed: 6.928 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 12999], Speed: 6.872 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13099], Speed: 6.890 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13199], Speed: 6.943 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13299], Speed: 6.897 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13399], Speed: 6.884 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13499], Speed: 6.946 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13599], Speed: 6.886 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13699], Speed: 6.861 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13799], Speed: 6.927 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13899], Speed: 6.886 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.864,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 13999], Speed: 6.872 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 14099], Speed: 6.860 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 14199], Speed: 6.914 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 14299], Speed: 6.853 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 14399], Speed: 6.859 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 14499], Speed: 6.914 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14][Batch 14599], Speed: 6.896 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 14] Training cost: 17067.305, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.108,RCNN_Mask=0.249
[Epoch 14] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0014_0.0000.params
[Epoch 15][Batch 99], Speed: 6.365 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RCNN_Mask=0.243,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 199], Speed: 6.918 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 299], Speed: 6.852 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 399], Speed: 6.901 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 499], Speed: 6.895 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 599], Speed: 6.786 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 699], Speed: 6.852 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 799], Speed: 6.911 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 899], Speed: 6.807 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 999], Speed: 6.900 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1099], Speed: 6.906 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1199], Speed: 6.855 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1299], Speed: 6.945 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.863,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1399], Speed: 6.904 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1499], Speed: 6.859 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1599], Speed: 6.834 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1699], Speed: 6.823 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1799], Speed: 6.804 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1899], Speed: 6.920 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 1999], Speed: 6.863 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2099], Speed: 6.821 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2199], Speed: 6.848 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2299], Speed: 6.819 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2399], Speed: 6.959 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2499], Speed: 6.874 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2599], Speed: 6.857 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2699], Speed: 6.871 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2799], Speed: 6.763 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2899], Speed: 6.835 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 2999], Speed: 6.844 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3099], Speed: 6.859 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3199], Speed: 6.851 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.862,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3299], Speed: 6.880 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3399], Speed: 6.841 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3499], Speed: 6.857 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3599], Speed: 6.822 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3699], Speed: 6.810 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3799], Speed: 6.868 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3899], Speed: 6.897 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 3999], Speed: 6.916 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4099], Speed: 6.859 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4199], Speed: 6.901 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4299], Speed: 6.892 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4399], Speed: 6.754 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4499], Speed: 6.884 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4599], Speed: 6.889 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4699], Speed: 6.864 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4799], Speed: 6.815 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4899], Speed: 6.806 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 4999], Speed: 6.858 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5099], Speed: 6.765 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5199], Speed: 6.845 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5299], Speed: 6.922 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5399], Speed: 6.828 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5499], Speed: 6.898 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5599], Speed: 6.846 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5699], Speed: 6.918 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5799], Speed: 6.902 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5899], Speed: 6.847 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 5999], Speed: 6.807 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 6099], Speed: 6.888 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 6199], Speed: 6.867 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 6299], Speed: 6.799 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 6399], Speed: 6.838 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.495
[Epoch 15][Batch 6499], Speed: 6.874 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 6599], Speed: 6.810 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 6699], Speed: 6.838 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 6799], Speed: 6.808 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 6899], Speed: 6.897 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 6999], Speed: 6.832 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7099], Speed: 6.890 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7199], Speed: 6.833 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7299], Speed: 6.938 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7399], Speed: 6.957 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7499], Speed: 6.845 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7599], Speed: 6.835 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7699], Speed: 6.785 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7799], Speed: 6.790 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7899], Speed: 6.809 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 7999], Speed: 6.897 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8099], Speed: 6.828 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8199], Speed: 6.811 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8299], Speed: 6.867 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8399], Speed: 6.856 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8499], Speed: 6.817 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8599], Speed: 6.889 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8699], Speed: 6.937 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8799], Speed: 6.800 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8899], Speed: 6.799 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 8999], Speed: 6.853 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9099], Speed: 6.861 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9199], Speed: 6.865 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9299], Speed: 6.860 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9399], Speed: 6.864 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9499], Speed: 6.840 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9599], Speed: 6.876 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9699], Speed: 6.812 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9799], Speed: 6.887 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9899], Speed: 6.866 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 9999], Speed: 6.834 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10099], Speed: 6.910 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10199], Speed: 6.870 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10299], Speed: 6.865 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10399], Speed: 6.864 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10499], Speed: 6.847 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10599], Speed: 6.849 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10699], Speed: 6.827 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10799], Speed: 6.933 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10899], Speed: 6.863 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 10999], Speed: 6.865 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11099], Speed: 6.877 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11199], Speed: 6.850 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11299], Speed: 6.845 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11399], Speed: 6.826 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11499], Speed: 6.871 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11599], Speed: 6.878 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11699], Speed: 6.818 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11799], Speed: 6.848 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11899], Speed: 6.929 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 11999], Speed: 6.892 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12099], Speed: 6.814 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12199], Speed: 6.937 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12299], Speed: 6.928 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12399], Speed: 6.870 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12499], Speed: 6.824 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12599], Speed: 6.851 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12699], Speed: 6.830 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12799], Speed: 6.812 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12899], Speed: 6.944 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 12999], Speed: 6.866 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13099], Speed: 6.856 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13199], Speed: 6.851 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13299], Speed: 6.902 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13399], Speed: 6.828 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13499], Speed: 6.898 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13599], Speed: 6.926 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13699], Speed: 6.935 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13799], Speed: 6.817 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13899], Speed: 6.906 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 13999], Speed: 6.812 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 14099], Speed: 6.884 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 14199], Speed: 6.843 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 14299], Speed: 6.897 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 14399], Speed: 6.861 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 14499], Speed: 6.937 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15][Batch 14599], Speed: 6.921 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 15] Training cost: 17101.521, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.108,RCNN_Mask=0.248
[Epoch 15] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.321
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.341
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.207
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.352
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.405
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.291
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.491
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.532
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.571
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.646
~~~~ Mean AP for bbox ~~~~
=32.1
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.301
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.502
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.314
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.169
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.333
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.401
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.280
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.457
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.493
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.537
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.630
~~~~ Mean AP for segm ~~~~
=30.1
[Epoch 15] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0015_30.1000.params
[Epoch 16][Batch 99], Speed: 6.571 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.110,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 199], Speed: 6.874 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.107,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 299], Speed: 6.867 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.108,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 399], Speed: 6.840 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 499], Speed: 6.875 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.107,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 599], Speed: 6.850 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 699], Speed: 6.873 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 799], Speed: 6.839 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 899], Speed: 6.910 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 999], Speed: 6.812 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1099], Speed: 6.873 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1199], Speed: 6.817 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1299], Speed: 6.931 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1399], Speed: 6.879 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1499], Speed: 6.909 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1599], Speed: 6.833 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1699], Speed: 6.896 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1799], Speed: 6.861 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1899], Speed: 6.785 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 1999], Speed: 6.769 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2099], Speed: 6.893 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2199], Speed: 6.855 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2299], Speed: 6.846 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2399], Speed: 6.870 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2499], Speed: 6.828 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2599], Speed: 6.871 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2699], Speed: 6.935 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2799], Speed: 6.888 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2899], Speed: 6.937 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 2999], Speed: 6.876 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3099], Speed: 6.908 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3199], Speed: 6.884 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3299], Speed: 6.859 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3399], Speed: 6.854 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3499], Speed: 6.898 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3599], Speed: 6.882 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3699], Speed: 6.842 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3799], Speed: 6.889 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3899], Speed: 6.938 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 3999], Speed: 6.877 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4099], Speed: 6.890 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4199], Speed: 6.883 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4299], Speed: 6.883 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4399], Speed: 6.853 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4499], Speed: 6.872 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4599], Speed: 6.822 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4699], Speed: 6.878 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4799], Speed: 6.905 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.494
[Epoch 16][Batch 4899], Speed: 6.933 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 4999], Speed: 6.884 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5099], Speed: 6.852 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5199], Speed: 6.831 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5299], Speed: 6.923 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5399], Speed: 6.895 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5499], Speed: 6.859 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5599], Speed: 6.918 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5699], Speed: 6.876 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5799], Speed: 6.876 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5899], Speed: 6.772 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 5999], Speed: 6.801 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6099], Speed: 6.776 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.854,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6199], Speed: 6.940 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6299], Speed: 6.855 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6399], Speed: 6.849 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6499], Speed: 6.915 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6599], Speed: 6.892 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6699], Speed: 6.859 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6799], Speed: 6.887 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6899], Speed: 6.922 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 6999], Speed: 6.919 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7099], Speed: 6.920 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7199], Speed: 6.887 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7299], Speed: 6.884 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7399], Speed: 6.815 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7499], Speed: 6.915 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7599], Speed: 6.912 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7699], Speed: 6.932 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7799], Speed: 6.949 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7899], Speed: 6.822 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 7999], Speed: 6.786 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8099], Speed: 6.859 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8199], Speed: 6.823 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8299], Speed: 6.863 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8399], Speed: 6.916 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.853,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8499], Speed: 6.947 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8599], Speed: 6.903 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8699], Speed: 6.835 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8799], Speed: 6.826 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8899], Speed: 6.928 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 8999], Speed: 6.919 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9099], Speed: 6.870 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9199], Speed: 6.920 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9299], Speed: 6.928 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9399], Speed: 6.881 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9499], Speed: 6.809 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9599], Speed: 6.866 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9699], Speed: 6.880 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9799], Speed: 6.875 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9899], Speed: 6.848 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 9999], Speed: 6.932 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 10099], Speed: 6.922 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 10199], Speed: 6.946 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 10299], Speed: 6.894 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 10399], Speed: 6.861 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 10499], Speed: 6.946 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 10599], Speed: 6.904 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 10699], Speed: 6.947 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.494
[Epoch 16][Batch 10799], Speed: 6.973 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 10899], Speed: 6.850 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 10999], Speed: 6.813 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.852,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11099], Speed: 6.885 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11199], Speed: 6.840 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11299], Speed: 6.953 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11399], Speed: 6.912 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11499], Speed: 6.903 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11599], Speed: 6.894 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11699], Speed: 6.866 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11799], Speed: 6.871 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11899], Speed: 6.870 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 11999], Speed: 6.837 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12099], Speed: 6.849 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12199], Speed: 6.887 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12299], Speed: 6.821 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12399], Speed: 6.859 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12499], Speed: 6.956 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12599], Speed: 7.001 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12699], Speed: 6.799 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12799], Speed: 6.911 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12899], Speed: 6.857 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 12999], Speed: 6.820 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13099], Speed: 6.905 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13199], Speed: 6.883 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13299], Speed: 6.914 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13399], Speed: 6.842 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13499], Speed: 6.943 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13599], Speed: 6.866 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13699], Speed: 6.950 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13799], Speed: 6.877 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.851,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13899], Speed: 6.854 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 13999], Speed: 6.864 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 14099], Speed: 6.860 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 14199], Speed: 6.843 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 14299], Speed: 6.884 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 14399], Speed: 6.846 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 14499], Speed: 6.941 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16][Batch 14599], Speed: 6.847 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 16] Training cost: 17055.180, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.107,RCNN_Mask=0.247
[Epoch 16] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0016_0.0000.params
[Epoch 17] Set learning rate to 0.001
[Epoch 17][Batch 99], Speed: 6.592 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 199], Speed: 6.869 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 299], Speed: 6.939 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.101,RCNN_Mask=0.236,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 399], Speed: 6.815 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RCNN_Mask=0.235,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 499], Speed: 6.822 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.100,RCNN_Mask=0.235,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 599], Speed: 6.919 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.099,RCNN_Mask=0.234,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 699], Speed: 6.893 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.099,RCNN_Mask=0.234,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 799], Speed: 6.925 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.099,RCNN_Mask=0.232,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 899], Speed: 6.961 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.098,RCNN_Mask=0.232,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 999], Speed: 6.861 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.099,RCNN_Mask=0.232,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1099], Speed: 6.925 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.098,RCNN_Mask=0.232,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1199], Speed: 6.806 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.098,RCNN_Mask=0.232,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1299], Speed: 6.899 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.098,RCNN_Mask=0.232,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1399], Speed: 6.917 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.098,RCNN_Mask=0.232,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1499], Speed: 6.864 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1599], Speed: 6.835 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1699], Speed: 6.957 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.183,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1799], Speed: 6.859 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1899], Speed: 6.820 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 1999], Speed: 6.873 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2099], Speed: 6.868 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2199], Speed: 6.961 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2299], Speed: 6.814 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.181,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2399], Speed: 6.846 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.098,RCNN_Mask=0.231,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2499], Speed: 6.902 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.098,RCNN_Mask=0.230,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2599], Speed: 6.895 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.097,RCNN_Mask=0.230,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2699], Speed: 6.858 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.097,RCNN_Mask=0.230,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2799], Speed: 6.923 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.097,RCNN_Mask=0.230,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2899], Speed: 6.785 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.097,RCNN_Mask=0.230,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 2999], Speed: 6.913 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.097,RCNN_Mask=0.230,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3099], Speed: 6.853 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.179,RCNN_SmoothL1=0.097,RCNN_Mask=0.230,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3199], Speed: 6.950 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.097,RCNN_Mask=0.230,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3299], Speed: 6.857 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.097,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3399], Speed: 6.892 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.097,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3499], Speed: 6.895 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.097,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3599], Speed: 6.868 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.097,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3699], Speed: 6.882 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.097,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3799], Speed: 6.936 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.097,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3899], Speed: 6.862 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.097,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 3999], Speed: 6.873 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.096,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4099], Speed: 6.786 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.096,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4199], Speed: 6.946 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.096,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4299], Speed: 6.833 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.177,RCNN_SmoothL1=0.096,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4399], Speed: 6.958 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.096,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4499], Speed: 6.791 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.096,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4599], Speed: 6.829 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.096,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4699], Speed: 6.891 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.096,RCNN_Mask=0.229,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4799], Speed: 6.878 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4899], Speed: 6.948 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 4999], Speed: 6.877 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5099], Speed: 6.961 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5199], Speed: 6.847 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5299], Speed: 6.913 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5399], Speed: 6.857 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5499], Speed: 6.872 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5599], Speed: 6.870 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5699], Speed: 6.871 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5799], Speed: 6.812 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5899], Speed: 6.860 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.175,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 5999], Speed: 6.839 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 6099], Speed: 6.808 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 6199], Speed: 6.830 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.096,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 6299], Speed: 6.864 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.095,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 6399], Speed: 6.869 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.095,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 6499], Speed: 6.937 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.095,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 6599], Speed: 6.908 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.095,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 6699], Speed: 6.850 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.493
[Epoch 17][Batch 6799], Speed: 6.876 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 6899], Speed: 6.868 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 6999], Speed: 6.977 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7099], Speed: 6.931 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7199], Speed: 6.913 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.228,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7299], Speed: 6.838 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7399], Speed: 6.861 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7499], Speed: 6.868 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7599], Speed: 6.875 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7699], Speed: 6.821 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7799], Speed: 6.851 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7899], Speed: 6.861 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 7999], Speed: 6.848 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8099], Speed: 6.981 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8199], Speed: 6.884 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8299], Speed: 6.844 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8399], Speed: 6.842 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8499], Speed: 6.921 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8599], Speed: 6.963 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8699], Speed: 6.925 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8799], Speed: 6.888 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8899], Speed: 6.850 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.492
[Epoch 17][Batch 8999], Speed: 6.900 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9099], Speed: 6.883 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9199], Speed: 6.891 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9299], Speed: 6.932 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.843,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9399], Speed: 6.833 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9499], Speed: 6.863 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9599], Speed: 6.911 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.095,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9699], Speed: 6.841 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9799], Speed: 6.841 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9899], Speed: 6.876 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 9999], Speed: 6.897 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10099], Speed: 6.884 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10199], Speed: 6.905 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10299], Speed: 6.889 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10399], Speed: 6.990 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10499], Speed: 6.884 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.842,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10599], Speed: 6.850 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.227,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10699], Speed: 6.830 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10799], Speed: 6.873 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10899], Speed: 6.892 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 10999], Speed: 6.803 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11099], Speed: 6.845 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11199], Speed: 6.900 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11299], Speed: 6.867 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11399], Speed: 6.880 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11499], Speed: 6.834 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11599], Speed: 6.819 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11699], Speed: 6.900 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.841,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11799], Speed: 6.894 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11899], Speed: 6.778 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 11999], Speed: 6.920 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12099], Speed: 6.882 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12199], Speed: 6.869 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12299], Speed: 6.862 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12399], Speed: 6.872 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12499], Speed: 6.925 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12599], Speed: 6.762 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12699], Speed: 6.900 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12799], Speed: 6.865 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12899], Speed: 6.874 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.840,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 12999], Speed: 6.870 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13099], Speed: 6.920 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13199], Speed: 6.864 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13299], Speed: 6.842 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13399], Speed: 6.851 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13499], Speed: 6.889 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13599], Speed: 6.868 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13699], Speed: 6.951 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13799], Speed: 6.922 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13899], Speed: 6.868 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 13999], Speed: 6.849 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 14099], Speed: 6.789 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 14199], Speed: 6.877 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 14299], Speed: 6.882 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 14399], Speed: 6.892 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.492
[Epoch 17][Batch 14499], Speed: 6.844 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 17][Batch 14599], Speed: 6.864 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 17] Training cost: 17058.095, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.094,RCNN_Mask=0.226
[Epoch 17] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.382
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.602
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.415
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.416
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.490
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.323
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.527
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.564
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.405
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.595
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.694
~~~~ Mean AP for bbox ~~~~
=38.2
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.348
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.370
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.188
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.381
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.469
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.303
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.482
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.514
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.550
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.668
~~~~ Mean AP for segm ~~~~
=34.8
[Epoch 17] mAP 34.8 higher than current best [30.3] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 17] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0017_34.8000.params
[Epoch 18][Batch 99], Speed: 6.475 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.093,RCNN_Mask=0.225,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 199], Speed: 6.963 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.092,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 299], Speed: 6.790 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.091,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 399], Speed: 6.834 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.091,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 499], Speed: 6.801 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 599], Speed: 6.907 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.223,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 699], Speed: 6.816 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.090,RCNN_Mask=0.223,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 799], Speed: 6.933 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 899], Speed: 6.859 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 999], Speed: 6.866 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1099], Speed: 6.882 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1199], Speed: 6.930 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1299], Speed: 6.926 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1399], Speed: 6.968 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1499], Speed: 6.941 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1599], Speed: 6.950 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1699], Speed: 6.890 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1799], Speed: 6.895 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1899], Speed: 6.836 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 1999], Speed: 6.891 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2099], Speed: 6.892 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2199], Speed: 6.889 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2299], Speed: 6.826 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2399], Speed: 6.862 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2499], Speed: 6.858 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2599], Speed: 6.898 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2699], Speed: 6.879 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2799], Speed: 6.953 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2899], Speed: 6.888 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 2999], Speed: 6.865 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3099], Speed: 6.881 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3199], Speed: 6.824 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3299], Speed: 6.823 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3399], Speed: 6.826 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3499], Speed: 6.915 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3599], Speed: 6.909 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3699], Speed: 6.842 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3799], Speed: 6.918 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3899], Speed: 6.868 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 3999], Speed: 6.916 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4099], Speed: 6.812 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4199], Speed: 6.906 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4299], Speed: 6.889 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4399], Speed: 6.872 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4499], Speed: 6.865 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4599], Speed: 6.840 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4699], Speed: 6.918 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4799], Speed: 6.836 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4899], Speed: 6.902 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 4999], Speed: 6.781 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5099], Speed: 6.881 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5199], Speed: 6.893 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.924,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5299], Speed: 6.856 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5399], Speed: 6.880 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5499], Speed: 6.873 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5599], Speed: 6.931 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5699], Speed: 6.842 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5799], Speed: 6.842 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5899], Speed: 6.858 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 5999], Speed: 6.937 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6099], Speed: 6.801 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6199], Speed: 6.828 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6299], Speed: 6.930 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6399], Speed: 6.862 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6499], Speed: 6.909 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6599], Speed: 6.936 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6699], Speed: 6.925 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6799], Speed: 6.875 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.491
[Epoch 18][Batch 6899], Speed: 6.932 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 6999], Speed: 6.917 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7099], Speed: 6.848 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7199], Speed: 6.870 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7299], Speed: 6.880 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7399], Speed: 6.838 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7499], Speed: 6.909 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7599], Speed: 6.854 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7699], Speed: 6.934 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7799], Speed: 6.865 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7899], Speed: 6.911 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 7999], Speed: 6.851 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 8099], Speed: 6.840 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 8199], Speed: 6.879 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 8299], Speed: 6.863 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.490
[Epoch 18][Batch 8399], Speed: 6.800 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 8499], Speed: 6.921 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 8599], Speed: 6.834 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 8699], Speed: 6.874 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.831,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 8799], Speed: 6.950 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 8899], Speed: 6.888 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 8999], Speed: 6.821 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9099], Speed: 6.925 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9199], Speed: 6.970 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9299], Speed: 6.905 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9399], Speed: 6.867 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9499], Speed: 6.773 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9599], Speed: 6.854 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9699], Speed: 6.779 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9799], Speed: 6.834 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9899], Speed: 6.825 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 9999], Speed: 6.905 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.830,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10099], Speed: 6.857 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10199], Speed: 6.938 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10299], Speed: 6.928 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10399], Speed: 6.887 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10499], Speed: 6.875 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10599], Speed: 6.835 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10699], Speed: 6.886 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10799], Speed: 6.907 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10899], Speed: 6.834 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 10999], Speed: 6.908 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11099], Speed: 6.898 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11199], Speed: 6.827 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.829,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11299], Speed: 6.863 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11399], Speed: 6.874 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11499], Speed: 6.845 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11599], Speed: 6.918 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11699], Speed: 6.830 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11799], Speed: 6.827 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11899], Speed: 6.871 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 11999], Speed: 6.817 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12099], Speed: 6.807 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12199], Speed: 6.888 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12299], Speed: 6.837 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12399], Speed: 6.822 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12499], Speed: 6.870 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12599], Speed: 6.908 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12699], Speed: 6.783 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12799], Speed: 6.874 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12899], Speed: 6.839 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 12999], Speed: 6.870 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13099], Speed: 6.909 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13199], Speed: 6.913 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13299], Speed: 6.883 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13399], Speed: 6.889 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13499], Speed: 6.855 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13599], Speed: 6.844 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13699], Speed: 6.780 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13799], Speed: 6.830 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13899], Speed: 6.839 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 13999], Speed: 6.881 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 14099], Speed: 6.893 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 14199], Speed: 6.854 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 14299], Speed: 6.876 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 14399], Speed: 6.817 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 14499], Speed: 6.913 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.490
[Epoch 18][Batch 14599], Speed: 6.908 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 18] Training cost: 17069.542, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RCNN_Mask=0.221
[Epoch 18] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0018_0.0000.params
[Epoch 19][Batch 99], Speed: 6.389 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RCNN_Mask=0.217,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 199], Speed: 6.873 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.087,RCNN_Mask=0.217,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 299], Speed: 6.867 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.217,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 399], Speed: 6.884 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RCNN_Mask=0.217,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 499], Speed: 6.839 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.217,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 599], Speed: 6.875 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.217,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 699], Speed: 6.881 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RCNN_Mask=0.217,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 799], Speed: 6.888 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 899], Speed: 6.948 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 999], Speed: 6.898 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1099], Speed: 6.837 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1199], Speed: 6.838 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1299], Speed: 6.891 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1399], Speed: 6.915 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1499], Speed: 6.878 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1599], Speed: 6.916 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1699], Speed: 6.937 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1799], Speed: 6.838 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1899], Speed: 6.821 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 1999], Speed: 6.982 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2099], Speed: 6.854 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2199], Speed: 6.816 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2299], Speed: 6.831 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2399], Speed: 6.869 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2499], Speed: 6.823 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2599], Speed: 6.795 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2699], Speed: 6.863 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2799], Speed: 6.865 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2899], Speed: 6.836 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 2999], Speed: 6.856 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3099], Speed: 6.921 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3199], Speed: 6.768 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3299], Speed: 6.871 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3399], Speed: 6.802 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3499], Speed: 6.878 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3599], Speed: 6.840 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3699], Speed: 6.909 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3799], Speed: 6.914 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3899], Speed: 6.880 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 3999], Speed: 6.839 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4099], Speed: 6.928 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4199], Speed: 6.894 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4299], Speed: 6.876 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4399], Speed: 6.887 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4499], Speed: 6.909 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4599], Speed: 6.855 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4699], Speed: 6.823 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4799], Speed: 6.886 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4899], Speed: 6.822 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 4999], Speed: 6.856 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5099], Speed: 6.850 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5199], Speed: 6.848 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5299], Speed: 6.807 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5399], Speed: 6.827 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5499], Speed: 6.933 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5599], Speed: 6.895 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5699], Speed: 6.902 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5799], Speed: 6.848 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5899], Speed: 6.844 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 5999], Speed: 6.859 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6099], Speed: 6.890 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6199], Speed: 6.794 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6299], Speed: 6.896 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6399], Speed: 6.845 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6499], Speed: 6.863 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6599], Speed: 6.872 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6699], Speed: 6.850 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6799], Speed: 6.871 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6899], Speed: 6.848 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 6999], Speed: 6.906 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 7099], Speed: 6.890 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 7199], Speed: 6.873 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 7299], Speed: 6.919 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 7399], Speed: 6.863 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 7499], Speed: 6.814 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.489
[Epoch 19][Batch 7599], Speed: 6.893 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 7699], Speed: 6.927 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 7799], Speed: 6.934 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 7899], Speed: 6.921 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 7999], Speed: 6.839 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 8099], Speed: 6.770 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 8199], Speed: 6.802 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 8299], Speed: 6.875 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 8399], Speed: 6.876 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.488
[Epoch 19][Batch 8499], Speed: 6.861 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 8599], Speed: 6.895 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 8699], Speed: 6.837 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.819,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 8799], Speed: 6.850 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 8899], Speed: 6.859 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 8999], Speed: 6.854 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9099], Speed: 6.924 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9199], Speed: 6.887 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9299], Speed: 6.909 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9399], Speed: 6.784 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9499], Speed: 6.824 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9599], Speed: 6.844 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9699], Speed: 6.828 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9799], Speed: 6.919 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9899], Speed: 6.835 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 9999], Speed: 6.932 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.818,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10099], Speed: 6.800 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10199], Speed: 6.845 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10299], Speed: 6.807 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10399], Speed: 6.991 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10499], Speed: 6.867 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10599], Speed: 6.917 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10699], Speed: 6.809 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10799], Speed: 6.869 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10899], Speed: 6.924 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 10999], Speed: 6.877 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11099], Speed: 6.859 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11199], Speed: 6.882 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11299], Speed: 6.837 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11399], Speed: 6.869 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.925,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11499], Speed: 6.853 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11599], Speed: 6.911 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11699], Speed: 6.911 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11799], Speed: 6.900 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11899], Speed: 6.903 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 11999], Speed: 6.879 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12099], Speed: 6.852 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12199], Speed: 6.900 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12299], Speed: 6.842 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12399], Speed: 6.860 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12499], Speed: 6.885 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12599], Speed: 6.862 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12699], Speed: 6.836 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12799], Speed: 6.865 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12899], Speed: 6.849 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 12999], Speed: 6.935 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13099], Speed: 6.914 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13199], Speed: 6.898 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13299], Speed: 6.882 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13399], Speed: 6.873 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13499], Speed: 6.940 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13599], Speed: 6.877 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13699], Speed: 6.803 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13799], Speed: 6.870 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.926,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13899], Speed: 6.848 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 13999], Speed: 6.892 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 14099], Speed: 6.811 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 14199], Speed: 6.856 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 14299], Speed: 6.920 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 14399], Speed: 6.881 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 14499], Speed: 6.921 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19][Batch 14599], Speed: 6.839 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 19] Training cost: 17081.172, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RCNN_Mask=0.218
[Epoch 19] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.389
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.609
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.421
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.424
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.500
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.324
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.529
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.566
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.408
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.599
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.697
~~~~ Mean AP for bbox ~~~~
=38.9
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.351
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.375
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.187
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.384
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.481
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.304
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.482
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.512
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.664
~~~~ Mean AP for segm ~~~~
=35.1
[Epoch 19] mAP 35.1 higher than current best [34.8] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 19] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0019_35.1000.params
[Epoch 20][Batch 99], Speed: 6.482 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 20][Batch 199], Speed: 6.857 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 20][Batch 299], Speed: 6.901 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 20][Batch 399], Speed: 6.927 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 20][Batch 499], Speed: 6.829 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 20][Batch 599], Speed: 6.826 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.219,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.488
[Epoch 20][Batch 699], Speed: 6.808 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 799], Speed: 6.902 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 899], Speed: 6.854 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 999], Speed: 6.924 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1099], Speed: 6.868 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1199], Speed: 6.877 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1299], Speed: 6.894 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1399], Speed: 6.832 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1499], Speed: 6.852 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1599], Speed: 6.837 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1699], Speed: 6.913 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1799], Speed: 6.862 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1899], Speed: 6.894 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 1999], Speed: 6.856 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2099], Speed: 6.889 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2199], Speed: 6.900 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2299], Speed: 6.880 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2399], Speed: 6.771 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2499], Speed: 6.802 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2599], Speed: 6.867 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2699], Speed: 6.885 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2799], Speed: 6.913 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2899], Speed: 6.868 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 2999], Speed: 6.973 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3099], Speed: 6.968 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3199], Speed: 6.847 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3299], Speed: 6.929 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3399], Speed: 6.821 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3499], Speed: 6.979 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3599], Speed: 6.835 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3699], Speed: 6.898 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3799], Speed: 6.893 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3899], Speed: 6.910 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 3999], Speed: 6.886 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4099], Speed: 6.918 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4199], Speed: 6.875 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4299], Speed: 6.800 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4399], Speed: 6.824 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4499], Speed: 6.831 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4599], Speed: 6.885 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4699], Speed: 6.926 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4799], Speed: 6.880 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4899], Speed: 6.919 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 4999], Speed: 6.868 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5099], Speed: 6.838 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5199], Speed: 6.867 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5299], Speed: 6.856 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5399], Speed: 6.827 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5499], Speed: 6.861 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5599], Speed: 6.863 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5699], Speed: 6.953 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5799], Speed: 6.903 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5899], Speed: 6.769 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 5999], Speed: 6.861 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6099], Speed: 6.849 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6199], Speed: 6.887 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6299], Speed: 6.932 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6399], Speed: 6.949 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6499], Speed: 6.886 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6599], Speed: 6.834 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6699], Speed: 6.861 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6799], Speed: 6.926 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6899], Speed: 6.882 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 6999], Speed: 6.905 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7099], Speed: 6.856 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7199], Speed: 6.839 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7299], Speed: 6.863 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7399], Speed: 6.820 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7499], Speed: 6.874 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7599], Speed: 6.915 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7699], Speed: 6.880 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7799], Speed: 6.877 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7899], Speed: 6.920 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 7999], Speed: 6.838 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 8099], Speed: 6.838 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 8199], Speed: 6.860 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 8299], Speed: 6.889 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 8399], Speed: 6.872 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.487
[Epoch 20][Batch 8499], Speed: 6.812 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 8599], Speed: 6.873 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 8699], Speed: 6.822 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 8799], Speed: 6.955 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 8899], Speed: 6.846 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 8999], Speed: 6.860 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 9099], Speed: 6.863 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 9199], Speed: 6.791 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 9299], Speed: 6.923 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 9399], Speed: 6.807 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.150,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.486
[Epoch 20][Batch 9499], Speed: 6.863 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 9599], Speed: 6.859 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 9699], Speed: 6.852 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 9799], Speed: 6.883 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 9899], Speed: 6.919 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 9999], Speed: 6.864 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10099], Speed: 6.809 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10199], Speed: 6.790 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10299], Speed: 6.847 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10399], Speed: 6.896 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10499], Speed: 6.891 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10599], Speed: 6.864 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10699], Speed: 6.829 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10799], Speed: 6.849 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10899], Speed: 6.926 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 10999], Speed: 6.905 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11099], Speed: 6.856 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11199], Speed: 6.893 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11299], Speed: 6.854 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11399], Speed: 6.883 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11499], Speed: 6.925 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11599], Speed: 6.922 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11699], Speed: 6.846 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11799], Speed: 6.875 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11899], Speed: 6.826 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 11999], Speed: 6.857 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12099], Speed: 6.765 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12199], Speed: 6.881 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12299], Speed: 6.699 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12399], Speed: 6.788 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12499], Speed: 6.795 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12599], Speed: 6.858 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12699], Speed: 6.841 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12799], Speed: 6.836 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12899], Speed: 6.934 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.926,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 12999], Speed: 6.898 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13099], Speed: 6.941 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13199], Speed: 6.816 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13299], Speed: 6.913 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13399], Speed: 6.858 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13499], Speed: 6.890 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13599], Speed: 6.912 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13699], Speed: 6.831 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13799], Speed: 6.890 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13899], Speed: 6.882 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 13999], Speed: 6.836 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 14099], Speed: 6.831 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 14199], Speed: 6.833 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 14299], Speed: 6.942 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 14399], Speed: 6.856 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 14499], Speed: 6.793 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20][Batch 14599], Speed: 6.952 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 20] Training cost: 17079.151, RPN_Conf=0.018,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RCNN_Mask=0.216
[Epoch 20] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0020_0.0000.params
[Epoch 21][Batch 99], Speed: 6.440 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.081,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 199], Speed: 6.939 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.084,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 299], Speed: 6.841 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 399], Speed: 6.905 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.084,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 499], Speed: 6.860 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.084,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 599], Speed: 6.854 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 699], Speed: 6.865 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 799], Speed: 6.872 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 899], Speed: 6.886 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 999], Speed: 6.907 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 1099], Speed: 6.925 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 1199], Speed: 6.861 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.084,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 1299], Speed: 6.860 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.084,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 1399], Speed: 6.943 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.084,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 1499], Speed: 6.844 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 1599], Speed: 6.779 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.085,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.486
[Epoch 21][Batch 1699], Speed: 6.917 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.085,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 1799], Speed: 6.945 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 1899], Speed: 6.836 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 1999], Speed: 6.876 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2099], Speed: 6.899 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.214,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2199], Speed: 6.795 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2299], Speed: 6.861 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2399], Speed: 6.949 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2499], Speed: 6.867 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2599], Speed: 6.917 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2699], Speed: 6.937 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2799], Speed: 6.847 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2899], Speed: 6.845 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 2999], Speed: 6.830 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3099], Speed: 6.818 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3199], Speed: 6.847 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3299], Speed: 6.888 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3399], Speed: 6.902 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3499], Speed: 6.876 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3599], Speed: 6.856 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3699], Speed: 6.854 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3799], Speed: 6.914 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3899], Speed: 6.839 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 3999], Speed: 6.942 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4099], Speed: 6.938 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4199], Speed: 6.921 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4299], Speed: 6.853 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4399], Speed: 6.904 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4499], Speed: 6.808 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4599], Speed: 6.842 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4699], Speed: 6.866 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4799], Speed: 6.809 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4899], Speed: 6.875 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 4999], Speed: 6.904 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5099], Speed: 6.933 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5199], Speed: 6.877 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5299], Speed: 6.828 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5399], Speed: 6.790 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5499], Speed: 6.864 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.927,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5599], Speed: 6.786 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5699], Speed: 6.858 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5799], Speed: 6.832 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5899], Speed: 6.840 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 5999], Speed: 6.796 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6099], Speed: 6.823 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6199], Speed: 6.932 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6299], Speed: 6.830 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6399], Speed: 6.845 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6499], Speed: 6.913 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6599], Speed: 6.866 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6699], Speed: 6.890 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6799], Speed: 6.860 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6899], Speed: 6.900 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 6999], Speed: 6.901 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7099], Speed: 6.870 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7199], Speed: 6.897 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7299], Speed: 6.894 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7399], Speed: 6.890 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7499], Speed: 6.837 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7599], Speed: 6.920 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7699], Speed: 6.892 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7799], Speed: 6.840 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7899], Speed: 6.905 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 7999], Speed: 6.845 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8099], Speed: 6.951 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8199], Speed: 6.892 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8299], Speed: 6.883 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8399], Speed: 6.806 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8499], Speed: 6.818 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8599], Speed: 6.843 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8699], Speed: 6.919 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8799], Speed: 6.831 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8899], Speed: 6.921 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 8999], Speed: 6.777 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 9099], Speed: 6.859 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 9199], Speed: 6.865 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 9299], Speed: 6.870 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 9399], Speed: 6.836 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 9499], Speed: 6.830 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 9599], Speed: 6.852 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 9699], Speed: 6.859 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.485
[Epoch 21][Batch 9799], Speed: 6.893 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 9899], Speed: 6.879 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 9999], Speed: 6.806 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10099], Speed: 6.881 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10199], Speed: 6.852 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10299], Speed: 6.863 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10399], Speed: 6.800 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10499], Speed: 6.898 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10599], Speed: 6.861 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10699], Speed: 6.780 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10799], Speed: 6.836 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10899], Speed: 6.933 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 10999], Speed: 6.826 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 11099], Speed: 6.817 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 11199], Speed: 6.900 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 11299], Speed: 6.871 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 11399], Speed: 6.906 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 11499], Speed: 6.811 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 11599], Speed: 6.884 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.880,MaskFGAcc=0.484
[Epoch 21][Batch 11699], Speed: 6.847 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 11799], Speed: 6.912 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 11899], Speed: 6.835 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 11999], Speed: 6.967 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12099], Speed: 6.892 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12199], Speed: 6.830 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12299], Speed: 6.917 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12399], Speed: 6.884 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12499], Speed: 6.892 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12599], Speed: 6.900 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12699], Speed: 6.890 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12799], Speed: 6.891 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12899], Speed: 6.873 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 12999], Speed: 6.865 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13099], Speed: 6.738 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13199], Speed: 6.905 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13299], Speed: 6.898 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13399], Speed: 6.821 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13499], Speed: 6.878 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13599], Speed: 6.912 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13699], Speed: 6.830 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13799], Speed: 6.939 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13899], Speed: 6.908 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 13999], Speed: 6.839 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 14099], Speed: 6.837 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 14199], Speed: 6.910 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 14299], Speed: 6.866 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 14399], Speed: 6.856 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 14499], Speed: 6.837 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21][Batch 14599], Speed: 6.871 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 21] Training cost: 17079.489, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.148,RCNN_SmoothL1=0.085,RCNN_Mask=0.215
[Epoch 21] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.392
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.611
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.426
 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 ] = 0.426
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.505
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.325
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.525
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.561
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.401
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.590
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693
~~~~ Mean AP for bbox ~~~~
=39.2
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.353
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.372
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.191
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.387
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.482
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.303
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.478
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.507
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.328
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.541
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.667
~~~~ Mean AP for segm ~~~~
=35.3
[Epoch 21] mAP 35.3 higher than current best [35.1] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 21] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0021_35.3000.params
[Epoch 22][Batch 99], Speed: 6.594 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 199], Speed: 6.864 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 299], Speed: 6.911 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 399], Speed: 6.827 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.085,RCNN_Mask=0.213,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 499], Speed: 6.912 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.927,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 599], Speed: 6.936 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 699], Speed: 6.866 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 799], Speed: 6.873 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 899], Speed: 6.924 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 999], Speed: 6.887 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1099], Speed: 6.819 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1199], Speed: 6.830 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1299], Speed: 6.724 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1399], Speed: 6.859 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1499], Speed: 6.837 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1599], Speed: 6.846 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1699], Speed: 6.812 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1799], Speed: 6.895 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1899], Speed: 6.836 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 1999], Speed: 6.862 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2099], Speed: 6.802 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2199], Speed: 6.788 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2299], Speed: 6.886 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2399], Speed: 6.974 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2499], Speed: 6.839 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2599], Speed: 6.828 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2699], Speed: 6.842 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2799], Speed: 6.877 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.484
[Epoch 22][Batch 2899], Speed: 6.892 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 2999], Speed: 6.884 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3099], Speed: 6.952 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3199], Speed: 6.792 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3299], Speed: 6.826 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3399], Speed: 6.894 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3499], Speed: 6.822 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3599], Speed: 6.861 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3699], Speed: 6.799 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3799], Speed: 6.889 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3899], Speed: 6.850 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 3999], Speed: 6.863 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4099], Speed: 6.876 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4199], Speed: 6.950 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4299], Speed: 6.824 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4399], Speed: 6.917 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4499], Speed: 6.885 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4599], Speed: 6.759 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4699], Speed: 6.934 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4799], Speed: 6.864 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4899], Speed: 6.893 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 4999], Speed: 6.892 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5099], Speed: 6.870 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5199], Speed: 6.936 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5299], Speed: 6.821 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5399], Speed: 6.836 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5499], Speed: 6.885 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5599], Speed: 6.864 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5699], Speed: 6.884 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5799], Speed: 6.902 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5899], Speed: 6.904 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 5999], Speed: 6.844 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6099], Speed: 6.897 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6199], Speed: 6.843 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6299], Speed: 6.920 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6399], Speed: 6.897 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6499], Speed: 6.799 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6599], Speed: 6.806 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6699], Speed: 6.885 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6799], Speed: 6.852 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6899], Speed: 6.889 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 6999], Speed: 6.896 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7099], Speed: 6.833 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7199], Speed: 6.859 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7299], Speed: 6.914 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7399], Speed: 6.905 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7499], Speed: 6.926 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7599], Speed: 6.871 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7699], Speed: 6.888 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7799], Speed: 6.835 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7899], Speed: 6.828 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 7999], Speed: 6.882 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8099], Speed: 6.891 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8199], Speed: 6.842 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8299], Speed: 6.920 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8399], Speed: 6.884 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8499], Speed: 6.862 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8599], Speed: 6.874 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8699], Speed: 6.911 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8799], Speed: 6.826 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8899], Speed: 6.815 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 8999], Speed: 6.852 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9099], Speed: 6.826 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9199], Speed: 6.898 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9299], Speed: 6.823 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9399], Speed: 6.962 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9499], Speed: 6.761 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.144,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9599], Speed: 6.782 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9699], Speed: 6.882 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9799], Speed: 6.876 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9899], Speed: 6.906 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 9999], Speed: 6.853 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10099], Speed: 6.886 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10199], Speed: 6.866 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10299], Speed: 6.866 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10399], Speed: 6.862 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10499], Speed: 6.926 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10599], Speed: 6.888 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10699], Speed: 6.849 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10799], Speed: 6.805 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10899], Speed: 6.833 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 10999], Speed: 6.837 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 11099], Speed: 6.837 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 11199], Speed: 6.903 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.483
[Epoch 22][Batch 11299], Speed: 6.826 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 11399], Speed: 6.870 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 11499], Speed: 6.861 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 11599], Speed: 6.952 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 11699], Speed: 6.894 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 11799], Speed: 6.845 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 11899], Speed: 6.870 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 11999], Speed: 6.823 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12099], Speed: 6.893 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12199], Speed: 6.821 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12299], Speed: 6.904 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12399], Speed: 6.926 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12499], Speed: 6.878 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12599], Speed: 6.859 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12699], Speed: 6.908 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12799], Speed: 6.861 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12899], Speed: 6.882 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 12999], Speed: 6.876 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13099], Speed: 6.925 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13199], Speed: 6.878 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13299], Speed: 6.816 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13399], Speed: 6.870 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13499], Speed: 6.849 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.783,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13599], Speed: 6.801 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13699], Speed: 6.830 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13799], Speed: 6.820 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13899], Speed: 6.864 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.083,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 13999], Speed: 6.859 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 14099], Speed: 6.860 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 14199], Speed: 6.892 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 14299], Speed: 6.852 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 14399], Speed: 6.863 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 14499], Speed: 6.863 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22][Batch 14599], Speed: 6.866 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 22] Training cost: 17084.725, RPN_Conf=0.016,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.084,RCNN_Mask=0.213
[Epoch 22] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0022_0.0000.params
[Epoch 23] Set learning rate to 0.0001
[Epoch 23][Batch 99], Speed: 6.577 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 23][Batch 199], Speed: 6.924 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.881,MaskFGAcc=0.482
[Epoch 23][Batch 299], Speed: 6.869 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 399], Speed: 6.845 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 499], Speed: 6.797 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 599], Speed: 6.849 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 699], Speed: 6.847 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 799], Speed: 6.925 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 899], Speed: 6.921 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.082,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 999], Speed: 6.775 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.082,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1099], Speed: 6.875 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1199], Speed: 6.824 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.082,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1299], Speed: 6.848 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1399], Speed: 6.842 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1499], Speed: 6.813 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1599], Speed: 6.878 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1699], Speed: 6.909 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1799], Speed: 6.852 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1899], Speed: 6.842 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 1999], Speed: 6.860 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2099], Speed: 6.828 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2199], Speed: 6.799 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2299], Speed: 6.866 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2399], Speed: 6.855 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2499], Speed: 6.840 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2599], Speed: 6.849 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2699], Speed: 6.807 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2799], Speed: 6.822 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2899], Speed: 6.838 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 2999], Speed: 6.846 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3099], Speed: 6.843 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3199], Speed: 6.909 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3299], Speed: 6.939 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3399], Speed: 6.896 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3499], Speed: 6.862 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.928,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3599], Speed: 6.855 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3699], Speed: 6.905 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3799], Speed: 6.991 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3899], Speed: 6.815 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 3999], Speed: 6.824 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4099], Speed: 6.850 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4199], Speed: 6.889 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4299], Speed: 6.924 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4399], Speed: 6.892 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4499], Speed: 6.845 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4599], Speed: 6.854 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4699], Speed: 6.905 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4799], Speed: 6.894 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4899], Speed: 6.899 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.482
[Epoch 23][Batch 4999], Speed: 6.897 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5099], Speed: 6.908 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5199], Speed: 6.869 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5299], Speed: 6.905 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5399], Speed: 6.684 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5499], Speed: 6.925 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5599], Speed: 6.848 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5699], Speed: 6.829 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5799], Speed: 6.824 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5899], Speed: 6.841 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 5999], Speed: 6.924 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6099], Speed: 6.903 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6199], Speed: 6.901 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6299], Speed: 6.942 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6399], Speed: 6.908 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6499], Speed: 6.974 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6599], Speed: 6.905 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6699], Speed: 6.906 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6799], Speed: 6.840 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6899], Speed: 6.828 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 6999], Speed: 6.818 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7099], Speed: 6.804 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7199], Speed: 6.854 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7299], Speed: 6.890 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7399], Speed: 6.850 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7499], Speed: 6.819 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7599], Speed: 6.910 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7699], Speed: 6.817 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7799], Speed: 6.893 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7899], Speed: 6.846 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 7999], Speed: 6.906 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8099], Speed: 6.803 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8199], Speed: 6.943 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8299], Speed: 6.871 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8399], Speed: 6.790 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8499], Speed: 6.891 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8599], Speed: 6.886 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8699], Speed: 6.844 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8799], Speed: 6.901 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8899], Speed: 6.826 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 8999], Speed: 6.862 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9099], Speed: 6.907 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9199], Speed: 6.853 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9299], Speed: 6.866 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9399], Speed: 6.886 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9499], Speed: 6.917 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9599], Speed: 6.984 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9699], Speed: 6.807 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9799], Speed: 6.933 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9899], Speed: 6.833 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 9999], Speed: 6.852 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10099], Speed: 6.926 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10199], Speed: 6.864 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10299], Speed: 6.895 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10399], Speed: 6.929 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10499], Speed: 6.852 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10599], Speed: 6.765 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10699], Speed: 6.860 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10799], Speed: 6.843 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10899], Speed: 6.867 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 10999], Speed: 6.882 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11099], Speed: 6.788 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11199], Speed: 6.832 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11299], Speed: 6.844 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11399], Speed: 6.785 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11499], Speed: 6.896 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11599], Speed: 6.935 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11699], Speed: 6.850 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11799], Speed: 6.968 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11899], Speed: 6.900 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 11999], Speed: 6.784 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12099], Speed: 6.820 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12199], Speed: 6.870 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12299], Speed: 6.903 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12399], Speed: 6.914 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12499], Speed: 6.896 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12599], Speed: 6.897 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12699], Speed: 6.857 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12799], Speed: 6.925 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12899], Speed: 6.873 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 12999], Speed: 6.868 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 13099], Speed: 6.858 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 13199], Speed: 6.995 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 13299], Speed: 6.908 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 13399], Speed: 6.862 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 13499], Speed: 6.872 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 13599], Speed: 6.885 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 13699], Speed: 6.903 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.481
[Epoch 23][Batch 13799], Speed: 6.923 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23][Batch 13899], Speed: 6.892 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23][Batch 13999], Speed: 6.908 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23][Batch 14099], Speed: 6.819 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23][Batch 14199], Speed: 6.915 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23][Batch 14299], Speed: 6.855 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23][Batch 14399], Speed: 6.936 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23][Batch 14499], Speed: 6.862 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23][Batch 14599], Speed: 6.839 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 23] Training cost: 17075.767, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.080,RCNN_Mask=0.209
[Epoch 23] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.391
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.611
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.420
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.232
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.423
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.506
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.325
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.525
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.560
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.394
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.589
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.694
~~~~ Mean AP for bbox ~~~~
=39.1
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.353
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.374
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.188
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.484
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.305
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.478
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.506
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.325
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.539
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.667
~~~~ Mean AP for segm ~~~~
=35.3
[Epoch 23] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0023_35.3000.params
[Epoch 24][Batch 99], Speed: 6.392 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.083,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 199], Speed: 6.920 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 299], Speed: 6.979 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 399], Speed: 6.931 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 499], Speed: 6.808 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 599], Speed: 6.864 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 699], Speed: 6.885 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.079,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 799], Speed: 6.866 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.079,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 899], Speed: 6.851 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 999], Speed: 6.846 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.079,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1099], Speed: 6.908 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1199], Speed: 6.942 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1299], Speed: 6.815 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1399], Speed: 6.811 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1499], Speed: 6.859 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1599], Speed: 6.921 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1699], Speed: 6.948 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1799], Speed: 6.851 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1899], Speed: 6.911 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 1999], Speed: 6.822 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2099], Speed: 6.886 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2199], Speed: 6.915 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2299], Speed: 6.929 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2399], Speed: 6.856 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2499], Speed: 6.871 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2599], Speed: 6.873 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2699], Speed: 6.824 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.770,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2799], Speed: 6.953 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2899], Speed: 6.844 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 2999], Speed: 6.946 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3099], Speed: 6.988 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3199], Speed: 6.907 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3299], Speed: 6.924 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3399], Speed: 6.889 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3499], Speed: 6.859 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3599], Speed: 6.836 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3699], Speed: 6.873 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3799], Speed: 6.814 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.882,MaskFGAcc=0.480
[Epoch 24][Batch 3899], Speed: 6.836 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 3999], Speed: 6.888 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4099], Speed: 6.923 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4199], Speed: 6.867 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4299], Speed: 6.903 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4399], Speed: 6.886 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4499], Speed: 6.850 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4599], Speed: 6.833 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4699], Speed: 6.937 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4799], Speed: 6.851 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4899], Speed: 6.816 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 4999], Speed: 6.924 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5099], Speed: 6.831 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5199], Speed: 6.905 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5299], Speed: 6.924 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5399], Speed: 6.884 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5499], Speed: 6.952 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5599], Speed: 6.885 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5699], Speed: 6.899 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5799], Speed: 6.866 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5899], Speed: 6.870 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 5999], Speed: 6.843 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6099], Speed: 6.825 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6199], Speed: 6.895 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.929,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6299], Speed: 6.964 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6399], Speed: 6.900 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6499], Speed: 6.850 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6599], Speed: 6.827 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6699], Speed: 6.894 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6799], Speed: 6.833 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6899], Speed: 6.916 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 6999], Speed: 6.866 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7099], Speed: 6.940 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7199], Speed: 6.815 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7299], Speed: 6.861 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7399], Speed: 6.764 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7499], Speed: 6.899 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7599], Speed: 6.872 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7699], Speed: 6.789 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7799], Speed: 6.864 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7899], Speed: 6.949 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 7999], Speed: 6.818 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 8099], Speed: 6.815 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.480
[Epoch 24][Batch 8199], Speed: 6.849 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 8299], Speed: 6.899 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 8399], Speed: 6.886 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 8499], Speed: 6.757 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 8599], Speed: 6.843 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 8699], Speed: 6.879 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 8799], Speed: 6.855 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 8899], Speed: 6.803 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 8999], Speed: 6.803 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9099], Speed: 6.982 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9199], Speed: 6.843 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9299], Speed: 6.927 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9399], Speed: 6.824 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9499], Speed: 6.786 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9599], Speed: 6.876 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9699], Speed: 6.829 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9799], Speed: 6.988 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9899], Speed: 6.890 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 9999], Speed: 6.910 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10099], Speed: 6.838 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10199], Speed: 6.886 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10299], Speed: 6.825 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10399], Speed: 6.855 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10499], Speed: 6.904 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10599], Speed: 6.859 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10699], Speed: 6.805 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10799], Speed: 6.864 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10899], Speed: 6.822 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 10999], Speed: 6.815 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11099], Speed: 6.862 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11199], Speed: 6.818 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11299], Speed: 6.874 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11399], Speed: 6.827 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11499], Speed: 6.895 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11599], Speed: 6.889 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11699], Speed: 6.890 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11799], Speed: 6.836 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11899], Speed: 6.824 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 11999], Speed: 6.818 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12099], Speed: 6.881 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12199], Speed: 6.852 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12299], Speed: 6.818 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12399], Speed: 6.893 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12499], Speed: 6.860 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12599], Speed: 6.805 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12699], Speed: 6.885 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12799], Speed: 6.904 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12899], Speed: 6.871 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 12999], Speed: 6.851 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13099], Speed: 6.869 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13199], Speed: 6.941 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13299], Speed: 6.840 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13399], Speed: 6.905 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13499], Speed: 6.876 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13599], Speed: 6.876 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13699], Speed: 6.836 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13799], Speed: 6.889 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13899], Speed: 6.858 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 13999], Speed: 6.923 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 14099], Speed: 6.899 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 14199], Speed: 6.777 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 14299], Speed: 6.848 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 14399], Speed: 6.941 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 14499], Speed: 6.885 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24][Batch 14599], Speed: 6.878 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 24] Training cost: 17074.889, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209
[Epoch 24] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0024_0.0000.params
[Epoch 25][Batch 99], Speed: 6.391 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 199], Speed: 6.852 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 299], Speed: 6.861 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.081,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 399], Speed: 6.812 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 499], Speed: 6.892 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 599], Speed: 6.895 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 699], Speed: 6.896 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 799], Speed: 6.815 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 899], Speed: 6.857 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 999], Speed: 6.888 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1099], Speed: 6.951 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1199], Speed: 6.949 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1299], Speed: 6.804 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1399], Speed: 6.882 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1499], Speed: 6.897 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1599], Speed: 6.897 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1699], Speed: 6.922 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1799], Speed: 6.887 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1899], Speed: 6.900 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 1999], Speed: 6.859 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2099], Speed: 6.934 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2199], Speed: 6.898 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2299], Speed: 6.917 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2399], Speed: 6.906 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2499], Speed: 6.935 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2599], Speed: 6.868 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2699], Speed: 6.860 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2799], Speed: 6.892 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2899], Speed: 6.876 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 2999], Speed: 6.870 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.479
[Epoch 25][Batch 3099], Speed: 6.809 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3199], Speed: 6.939 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3299], Speed: 6.956 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3399], Speed: 6.904 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3499], Speed: 6.873 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3599], Speed: 6.833 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3699], Speed: 6.931 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3799], Speed: 6.984 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3899], Speed: 6.940 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 3999], Speed: 6.855 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4099], Speed: 6.880 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4199], Speed: 6.867 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4299], Speed: 6.937 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4399], Speed: 6.861 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4499], Speed: 6.920 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4599], Speed: 6.975 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4699], Speed: 6.924 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4799], Speed: 6.926 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4899], Speed: 6.852 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 4999], Speed: 6.908 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5099], Speed: 6.842 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5199], Speed: 6.917 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5299], Speed: 6.919 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5399], Speed: 6.856 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5499], Speed: 6.894 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5599], Speed: 6.911 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5699], Speed: 6.894 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5799], Speed: 6.893 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5899], Speed: 6.828 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 5999], Speed: 6.868 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6099], Speed: 6.874 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6199], Speed: 6.766 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6299], Speed: 6.897 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6399], Speed: 6.886 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6499], Speed: 6.840 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6599], Speed: 6.833 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6699], Speed: 6.852 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.758,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6799], Speed: 6.894 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6899], Speed: 6.822 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 6999], Speed: 6.823 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7099], Speed: 6.942 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7199], Speed: 6.939 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7299], Speed: 6.870 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7399], Speed: 6.900 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7499], Speed: 6.893 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7599], Speed: 6.874 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7699], Speed: 6.890 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7799], Speed: 6.862 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7899], Speed: 6.805 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 7999], Speed: 6.856 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8099], Speed: 6.925 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8199], Speed: 6.888 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8299], Speed: 6.841 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8399], Speed: 6.833 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.757,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8499], Speed: 6.918 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8599], Speed: 6.864 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8699], Speed: 6.869 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8799], Speed: 6.813 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8899], Speed: 6.861 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 8999], Speed: 6.850 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 9099], Speed: 6.873 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 9199], Speed: 6.927 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.883,MaskFGAcc=0.478
[Epoch 25][Batch 9299], Speed: 6.906 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 9399], Speed: 6.857 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 9499], Speed: 6.874 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 9599], Speed: 6.860 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 9699], Speed: 6.868 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 9799], Speed: 6.883 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 9899], Speed: 6.875 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 9999], Speed: 6.900 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10099], Speed: 6.894 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.930,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10199], Speed: 6.891 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.930,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10299], Speed: 6.817 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.930,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10399], Speed: 6.911 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.930,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10499], Speed: 6.833 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.930,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10599], Speed: 6.817 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10699], Speed: 6.854 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10799], Speed: 6.885 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10899], Speed: 6.814 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 10999], Speed: 6.823 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11099], Speed: 7.014 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11199], Speed: 6.887 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11299], Speed: 6.846 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11399], Speed: 6.802 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11499], Speed: 6.859 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11599], Speed: 6.856 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11699], Speed: 6.903 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11799], Speed: 6.875 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11899], Speed: 6.825 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 11999], Speed: 6.883 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 12099], Speed: 6.836 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 12199], Speed: 6.931 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 12299], Speed: 6.852 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 12399], Speed: 6.961 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 12499], Speed: 6.788 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 12599], Speed: 6.929 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 12699], Speed: 6.905 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.478
[Epoch 25][Batch 12799], Speed: 6.917 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 12899], Speed: 6.832 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 12999], Speed: 6.790 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13099], Speed: 6.882 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13199], Speed: 6.926 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13299], Speed: 6.788 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13399], Speed: 6.835 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13499], Speed: 6.847 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13599], Speed: 6.849 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13699], Speed: 6.845 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13799], Speed: 6.837 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13899], Speed: 6.905 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 13999], Speed: 6.875 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 14099], Speed: 6.922 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 14199], Speed: 6.855 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 14299], Speed: 6.907 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 14399], Speed: 6.870 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 14499], Speed: 6.884 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.080,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25][Batch 14599], Speed: 6.860 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.931,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.477
[Epoch 25] Training cost: 17059.008, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RCNN_Mask=0.209
[Epoch 25] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.392
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.612
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.422
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
 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 ] = 0.508
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.325
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.524
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.559
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.394
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.590
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693
~~~~ Mean AP for bbox ~~~~
=39.2
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.354
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.373
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.188
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.483
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.304
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.478
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.505
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.663
~~~~ Mean AP for segm ~~~~
=35.4
[Epoch 25] mAP 35.4 higher than current best [35.3] saving to mask_rcnn_fpn_resnet50_v1b_coco_best.params
[Epoch 25] Saving parameters to mask_rcnn_fpn_resnet50_v1b_coco_0025_35.4000.params