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='resnet101_v1d', num_workers=8, resume='', save_interval=1, save_prefix='mask_rcnn_fpn_resnet101_v1d_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', 'resnetv1d_layers2_conv0_weight', 'resnetv1d_layers2_conv1_weight', 'resnetv1d_layers2_conv2_weight', 'resnetv1d_down2_conv0_weight', 'resnetv1d_layers2_conv3_weight', 'resnetv1d_layers2_conv4_weight', 'resnetv1d_layers2_conv5_weight', 'resnetv1d_layers2_conv6_weight', 'resnetv1d_layers2_conv7_weight', 'resnetv1d_layers2_conv8_weight', 'resnetv1d_layers2_conv9_weight', 'resnetv1d_layers2_conv10_weight', 'resnetv1d_layers2_conv11_weight', 'P3_conv_lat_weight', 'P3_conv_lat_bias', 'resnetv1d_layers3_conv0_weight', 'resnetv1d_layers3_conv1_weight', 'resnetv1d_layers3_conv2_weight', 'resnetv1d_down3_conv0_weight', 'resnetv1d_layers3_conv3_weight', 'resnetv1d_layers3_conv4_weight', 'resnetv1d_layers3_conv5_weight', 'resnetv1d_layers3_conv6_weight', 'resnetv1d_layers3_conv7_weight', 'resnetv1d_layers3_conv8_weight', 'resnetv1d_layers3_conv9_weight', 'resnetv1d_layers3_conv10_weight', 'resnetv1d_layers3_conv11_weight', 'resnetv1d_layers3_conv12_weight', 'resnetv1d_layers3_conv13_weight', 'resnetv1d_layers3_conv14_weight', 'resnetv1d_layers3_conv15_weight', 'resnetv1d_layers3_conv16_weight', 'resnetv1d_layers3_conv17_weight', 'resnetv1d_layers3_conv18_weight', 'resnetv1d_layers3_conv19_weight', 'resnetv1d_layers3_conv20_weight', 'resnetv1d_layers3_conv21_weight', 'resnetv1d_layers3_conv22_weight', 'resnetv1d_layers3_conv23_weight', 'resnetv1d_layers3_conv24_weight', 'resnetv1d_layers3_conv25_weight', 'resnetv1d_layers3_conv26_weight', 'resnetv1d_layers3_conv27_weight', 'resnetv1d_layers3_conv28_weight', 'resnetv1d_layers3_conv29_weight', 'resnetv1d_layers3_conv30_weight', 'resnetv1d_layers3_conv31_weight', 'resnetv1d_layers3_conv32_weight', 'resnetv1d_layers3_conv33_weight', 'resnetv1d_layers3_conv34_weight', 'resnetv1d_layers3_conv35_weight', 'resnetv1d_layers3_conv36_weight', 'resnetv1d_layers3_conv37_weight', 'resnetv1d_layers3_conv38_weight', 'resnetv1d_layers3_conv39_weight', 'resnetv1d_layers3_conv40_weight', 'resnetv1d_layers3_conv41_weight', 'resnetv1d_layers3_conv42_weight', 'resnetv1d_layers3_conv43_weight', 'resnetv1d_layers3_conv44_weight', 'resnetv1d_layers3_conv45_weight', 'resnetv1d_layers3_conv46_weight', 'resnetv1d_layers3_conv47_weight', 'resnetv1d_layers3_conv48_weight', 'resnetv1d_layers3_conv49_weight', 'resnetv1d_layers3_conv50_weight', 'resnetv1d_layers3_conv51_weight', 'resnetv1d_layers3_conv52_weight', 'resnetv1d_layers3_conv53_weight', 'resnetv1d_layers3_conv54_weight', 'resnetv1d_layers3_conv55_weight', 'resnetv1d_layers3_conv56_weight', 'resnetv1d_layers3_conv57_weight', 'resnetv1d_layers3_conv58_weight', 'resnetv1d_layers3_conv59_weight', 'resnetv1d_layers3_conv60_weight', 'resnetv1d_layers3_conv61_weight', 'resnetv1d_layers3_conv62_weight', 'resnetv1d_layers3_conv63_weight', 'resnetv1d_layers3_conv64_weight', 'resnetv1d_layers3_conv65_weight', 'resnetv1d_layers3_conv66_weight', 'resnetv1d_layers3_conv67_weight', 'resnetv1d_layers3_conv68_weight', 'P4_conv_lat_weight', 'P4_conv_lat_bias', 'resnetv1d_layers4_conv0_weight', 'resnetv1d_layers4_conv1_weight', 'resnetv1d_layers4_conv2_weight', 'resnetv1d_down4_conv0_weight', 'resnetv1d_layers4_conv3_weight', 'resnetv1d_layers4_conv4_weight', 'resnetv1d_layers4_conv5_weight', 'resnetv1d_layers4_conv6_weight', 'resnetv1d_layers4_conv7_weight', 'resnetv1d_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: 5.796 samples/sec, RPN_Conf=0.230,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.590,RCNN_SmoothL1=0.140,RCNN_Mask=0.728,RPNAcc=0.897,RPNL1Loss=0.640,RCNNAcc=0.926,RCNNL1Loss=2.169,MaskAcc=0.530,MaskFGAcc=0.569
[Epoch 0 Iteration 100] Set learning rate to 0.004
[Epoch 0][Batch 199], Speed: 6.597 samples/sec, RPN_Conf=0.178,RPN_SmoothL1=0.074,RCNN_CrossEntropy=0.546,RCNN_SmoothL1=0.158,RCNN_Mask=0.697,RPNAcc=0.923,RPNL1Loss=0.616,RCNNAcc=0.924,RCNNL1Loss=2.220,MaskAcc=0.561,MaskFGAcc=0.583
[Epoch 0 Iteration 200] Set learning rate to 0.004666666666666667
[Epoch 0][Batch 299], Speed: 6.666 samples/sec, RPN_Conf=0.156,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.552,RCNN_SmoothL1=0.177,RCNN_Mask=0.674,RPNAcc=0.934,RPNL1Loss=0.593,RCNNAcc=0.919,RCNNL1Loss=2.259,MaskAcc=0.585,MaskFGAcc=0.602
[Epoch 0 Iteration 300] Set learning rate to 0.005333333333333333
[Epoch 0][Batch 399], Speed: 6.680 samples/sec, RPN_Conf=0.143,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.560,RCNN_SmoothL1=0.192,RCNN_Mask=0.653,RPNAcc=0.940,RPNL1Loss=0.583,RCNNAcc=0.914,RCNNL1Loss=2.288,MaskAcc=0.608,MaskFGAcc=0.622
[Epoch 0 Iteration 400] Set learning rate to 0.006
[Epoch 0][Batch 499], Speed: 6.631 samples/sec, RPN_Conf=0.133,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.563,RCNN_SmoothL1=0.203,RCNN_Mask=0.632,RPNAcc=0.945,RPNL1Loss=0.570,RCNNAcc=0.910,RCNNL1Loss=2.298,MaskAcc=0.631,MaskFGAcc=0.638
[Epoch 0 Iteration 500] Set learning rate to 0.006666666666666666
[Epoch 0][Batch 599], Speed: 6.719 samples/sec, RPN_Conf=0.127,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.566,RCNN_SmoothL1=0.211,RCNN_Mask=0.615,RPNAcc=0.948,RPNL1Loss=0.563,RCNNAcc=0.908,RCNNL1Loss=2.292,MaskAcc=0.648,MaskFGAcc=0.646
[Epoch 0 Iteration 600] Set learning rate to 0.007333333333333333
[Epoch 0][Batch 699], Speed: 6.676 samples/sec, RPN_Conf=0.121,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.566,RCNN_SmoothL1=0.215,RCNN_Mask=0.600,RPNAcc=0.950,RPNL1Loss=0.557,RCNNAcc=0.906,RCNNL1Loss=2.279,MaskAcc=0.662,MaskFGAcc=0.651
[Epoch 0 Iteration 700] Set learning rate to 0.008
[Epoch 0][Batch 799], Speed: 6.621 samples/sec, RPN_Conf=0.117,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.570,RCNN_SmoothL1=0.220,RCNN_Mask=0.585,RPNAcc=0.952,RPNL1Loss=0.549,RCNNAcc=0.904,RCNNL1Loss=2.263,MaskAcc=0.676,MaskFGAcc=0.656
[Epoch 0 Iteration 800] Set learning rate to 0.008666666666666668
[Epoch 0][Batch 899], Speed: 6.634 samples/sec, RPN_Conf=0.114,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.570,RCNN_SmoothL1=0.223,RCNN_Mask=0.571,RPNAcc=0.954,RPNL1Loss=0.542,RCNNAcc=0.903,RCNNL1Loss=2.245,MaskAcc=0.688,MaskFGAcc=0.657
[Epoch 0 Iteration 900] Set learning rate to 0.009333333333333334
[Epoch 0][Batch 999], Speed: 6.645 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.567,RCNN_SmoothL1=0.224,RCNN_Mask=0.560,RPNAcc=0.955,RPNL1Loss=0.536,RCNNAcc=0.902,RCNNL1Loss=2.224,MaskAcc=0.698,MaskFGAcc=0.656
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 6.669 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.566,RCNN_SmoothL1=0.225,RCNN_Mask=0.549,RPNAcc=0.957,RPNL1Loss=0.531,RCNNAcc=0.901,RCNNL1Loss=2.204,MaskAcc=0.706,MaskFGAcc=0.654
[Epoch 0][Batch 1199], Speed: 6.647 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.565,RCNN_SmoothL1=0.227,RCNN_Mask=0.541,RPNAcc=0.958,RPNL1Loss=0.526,RCNNAcc=0.900,RCNNL1Loss=2.179,MaskAcc=0.713,MaskFGAcc=0.651
[Epoch 0][Batch 1299], Speed: 6.632 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.563,RCNN_SmoothL1=0.227,RCNN_Mask=0.533,RPNAcc=0.958,RPNL1Loss=0.522,RCNNAcc=0.899,RCNNL1Loss=2.150,MaskAcc=0.720,MaskFGAcc=0.648
[Epoch 0][Batch 1399], Speed: 6.705 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.560,RCNN_SmoothL1=0.227,RCNN_Mask=0.526,RPNAcc=0.959,RPNL1Loss=0.518,RCNNAcc=0.899,RCNNL1Loss=2.123,MaskAcc=0.725,MaskFGAcc=0.647
[Epoch 0][Batch 1499], Speed: 6.605 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.557,RCNN_SmoothL1=0.226,RCNN_Mask=0.519,RPNAcc=0.960,RPNL1Loss=0.514,RCNNAcc=0.898,RCNNL1Loss=2.093,MaskAcc=0.731,MaskFGAcc=0.645
[Epoch 0][Batch 1599], Speed: 6.643 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.553,RCNN_SmoothL1=0.225,RCNN_Mask=0.512,RPNAcc=0.961,RPNL1Loss=0.511,RCNNAcc=0.898,RCNNL1Loss=2.064,MaskAcc=0.736,MaskFGAcc=0.644
[Epoch 0][Batch 1699], Speed: 6.656 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.548,RCNN_SmoothL1=0.224,RCNN_Mask=0.506,RPNAcc=0.961,RPNL1Loss=0.507,RCNNAcc=0.898,RCNNL1Loss=2.038,MaskAcc=0.740,MaskFGAcc=0.643
[Epoch 0][Batch 1799], Speed: 6.647 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.544,RCNN_SmoothL1=0.222,RCNN_Mask=0.500,RPNAcc=0.962,RPNL1Loss=0.504,RCNNAcc=0.898,RCNNL1Loss=2.011,MaskAcc=0.745,MaskFGAcc=0.641
[Epoch 0][Batch 1899], Speed: 6.629 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.540,RCNN_SmoothL1=0.221,RCNN_Mask=0.495,RPNAcc=0.962,RPNL1Loss=0.501,RCNNAcc=0.898,RCNNL1Loss=1.988,MaskAcc=0.748,MaskFGAcc=0.640
[Epoch 0][Batch 1999], Speed: 6.565 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.536,RCNN_SmoothL1=0.220,RCNN_Mask=0.490,RPNAcc=0.963,RPNL1Loss=0.499,RCNNAcc=0.897,RCNNL1Loss=1.964,MaskAcc=0.752,MaskFGAcc=0.639
[Epoch 0][Batch 2099], Speed: 6.641 samples/sec, RPN_Conf=0.092,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.532,RCNN_SmoothL1=0.218,RCNN_Mask=0.485,RPNAcc=0.963,RPNL1Loss=0.496,RCNNAcc=0.897,RCNNL1Loss=1.943,MaskAcc=0.755,MaskFGAcc=0.637
[Epoch 0][Batch 2199], Speed: 6.674 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.528,RCNN_SmoothL1=0.217,RCNN_Mask=0.481,RPNAcc=0.964,RPNL1Loss=0.494,RCNNAcc=0.897,RCNNL1Loss=1.922,MaskAcc=0.758,MaskFGAcc=0.635
[Epoch 0][Batch 2299], Speed: 6.655 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.525,RCNN_SmoothL1=0.216,RCNN_Mask=0.476,RPNAcc=0.964,RPNL1Loss=0.491,RCNNAcc=0.897,RCNNL1Loss=1.902,MaskAcc=0.761,MaskFGAcc=0.635
[Epoch 0][Batch 2399], Speed: 6.628 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.521,RCNN_SmoothL1=0.215,RCNN_Mask=0.473,RPNAcc=0.965,RPNL1Loss=0.489,RCNNAcc=0.897,RCNNL1Loss=1.883,MaskAcc=0.764,MaskFGAcc=0.633
[Epoch 0][Batch 2499], Speed: 6.613 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.518,RCNN_SmoothL1=0.213,RCNN_Mask=0.469,RPNAcc=0.965,RPNL1Loss=0.487,RCNNAcc=0.897,RCNNL1Loss=1.866,MaskAcc=0.766,MaskFGAcc=0.632
[Epoch 0][Batch 2599], Speed: 6.664 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.514,RCNN_SmoothL1=0.212,RCNN_Mask=0.465,RPNAcc=0.965,RPNL1Loss=0.485,RCNNAcc=0.897,RCNNL1Loss=1.849,MaskAcc=0.769,MaskFGAcc=0.630
[Epoch 0][Batch 2699], Speed: 6.640 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.511,RCNN_SmoothL1=0.211,RCNN_Mask=0.462,RPNAcc=0.966,RPNL1Loss=0.483,RCNNAcc=0.897,RCNNL1Loss=1.829,MaskAcc=0.771,MaskFGAcc=0.629
[Epoch 0][Batch 2799], Speed: 6.615 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.508,RCNN_SmoothL1=0.210,RCNN_Mask=0.459,RPNAcc=0.966,RPNL1Loss=0.481,RCNNAcc=0.897,RCNNL1Loss=1.813,MaskAcc=0.773,MaskFGAcc=0.627
[Epoch 0][Batch 2899], Speed: 6.652 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.505,RCNN_SmoothL1=0.209,RCNN_Mask=0.456,RPNAcc=0.966,RPNL1Loss=0.479,RCNNAcc=0.897,RCNNL1Loss=1.798,MaskAcc=0.775,MaskFGAcc=0.626
[Epoch 0][Batch 2999], Speed: 6.650 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.502,RCNN_SmoothL1=0.208,RCNN_Mask=0.452,RPNAcc=0.967,RPNL1Loss=0.477,RCNNAcc=0.897,RCNNL1Loss=1.782,MaskAcc=0.777,MaskFGAcc=0.625
[Epoch 0][Batch 3099], Speed: 6.569 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.498,RCNN_SmoothL1=0.207,RCNN_Mask=0.449,RPNAcc=0.967,RPNL1Loss=0.475,RCNNAcc=0.897,RCNNL1Loss=1.767,MaskAcc=0.779,MaskFGAcc=0.623
[Epoch 0][Batch 3199], Speed: 6.585 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.496,RCNN_SmoothL1=0.207,RCNN_Mask=0.447,RPNAcc=0.967,RPNL1Loss=0.473,RCNNAcc=0.896,RCNNL1Loss=1.753,MaskAcc=0.781,MaskFGAcc=0.622
[Epoch 0][Batch 3299], Speed: 6.691 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.493,RCNN_SmoothL1=0.206,RCNN_Mask=0.444,RPNAcc=0.967,RPNL1Loss=0.471,RCNNAcc=0.896,RCNNL1Loss=1.739,MaskAcc=0.782,MaskFGAcc=0.621
[Epoch 0][Batch 3399], Speed: 6.656 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.490,RCNN_SmoothL1=0.205,RCNN_Mask=0.442,RPNAcc=0.968,RPNL1Loss=0.470,RCNNAcc=0.896,RCNNL1Loss=1.727,MaskAcc=0.784,MaskFGAcc=0.619
[Epoch 0][Batch 3499], Speed: 6.673 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.487,RCNN_SmoothL1=0.204,RCNN_Mask=0.439,RPNAcc=0.968,RPNL1Loss=0.468,RCNNAcc=0.897,RCNNL1Loss=1.714,MaskAcc=0.785,MaskFGAcc=0.618
[Epoch 0][Batch 3599], Speed: 6.613 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.484,RCNN_SmoothL1=0.203,RCNN_Mask=0.437,RPNAcc=0.968,RPNL1Loss=0.466,RCNNAcc=0.897,RCNNL1Loss=1.702,MaskAcc=0.787,MaskFGAcc=0.617
[Epoch 0][Batch 3699], Speed: 6.693 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.482,RCNN_SmoothL1=0.202,RCNN_Mask=0.435,RPNAcc=0.968,RPNL1Loss=0.464,RCNNAcc=0.896,RCNNL1Loss=1.691,MaskAcc=0.788,MaskFGAcc=0.616
[Epoch 0][Batch 3799], Speed: 6.678 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.480,RCNN_SmoothL1=0.202,RCNN_Mask=0.433,RPNAcc=0.968,RPNL1Loss=0.463,RCNNAcc=0.896,RCNNL1Loss=1.679,MaskAcc=0.790,MaskFGAcc=0.615
[Epoch 0][Batch 3899], Speed: 6.636 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.477,RCNN_SmoothL1=0.201,RCNN_Mask=0.431,RPNAcc=0.969,RPNL1Loss=0.462,RCNNAcc=0.897,RCNNL1Loss=1.669,MaskAcc=0.791,MaskFGAcc=0.613
[Epoch 0][Batch 3999], Speed: 6.586 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.475,RCNN_SmoothL1=0.200,RCNN_Mask=0.429,RPNAcc=0.969,RPNL1Loss=0.460,RCNNAcc=0.897,RCNNL1Loss=1.658,MaskAcc=0.792,MaskFGAcc=0.613
[Epoch 0][Batch 4099], Speed: 6.646 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.473,RCNN_SmoothL1=0.199,RCNN_Mask=0.427,RPNAcc=0.969,RPNL1Loss=0.459,RCNNAcc=0.897,RCNNL1Loss=1.649,MaskAcc=0.793,MaskFGAcc=0.612
[Epoch 0][Batch 4199], Speed: 6.678 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.471,RCNN_SmoothL1=0.199,RCNN_Mask=0.425,RPNAcc=0.969,RPNL1Loss=0.457,RCNNAcc=0.897,RCNNL1Loss=1.640,MaskAcc=0.794,MaskFGAcc=0.611
[Epoch 0][Batch 4299], Speed: 6.633 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.469,RCNN_SmoothL1=0.198,RCNN_Mask=0.423,RPNAcc=0.969,RPNL1Loss=0.456,RCNNAcc=0.897,RCNNL1Loss=1.632,MaskAcc=0.795,MaskFGAcc=0.610
[Epoch 0][Batch 4399], Speed: 6.618 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.466,RCNN_SmoothL1=0.197,RCNN_Mask=0.422,RPNAcc=0.970,RPNL1Loss=0.455,RCNNAcc=0.897,RCNNL1Loss=1.623,MaskAcc=0.796,MaskFGAcc=0.609
[Epoch 0][Batch 4499], Speed: 6.629 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.464,RCNN_SmoothL1=0.197,RCNN_Mask=0.420,RPNAcc=0.970,RPNL1Loss=0.454,RCNNAcc=0.897,RCNNL1Loss=1.614,MaskAcc=0.797,MaskFGAcc=0.608
[Epoch 0][Batch 4599], Speed: 6.662 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.462,RCNN_SmoothL1=0.196,RCNN_Mask=0.419,RPNAcc=0.970,RPNL1Loss=0.453,RCNNAcc=0.897,RCNNL1Loss=1.606,MaskAcc=0.798,MaskFGAcc=0.607
[Epoch 0][Batch 4699], Speed: 6.608 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.461,RCNN_SmoothL1=0.195,RCNN_Mask=0.417,RPNAcc=0.970,RPNL1Loss=0.451,RCNNAcc=0.897,RCNNL1Loss=1.598,MaskAcc=0.799,MaskFGAcc=0.606
[Epoch 0][Batch 4799], Speed: 6.666 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.459,RCNN_SmoothL1=0.195,RCNN_Mask=0.416,RPNAcc=0.970,RPNL1Loss=0.450,RCNNAcc=0.897,RCNNL1Loss=1.589,MaskAcc=0.800,MaskFGAcc=0.606
[Epoch 0][Batch 4899], Speed: 6.680 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.457,RCNN_SmoothL1=0.194,RCNN_Mask=0.414,RPNAcc=0.970,RPNL1Loss=0.449,RCNNAcc=0.897,RCNNL1Loss=1.581,MaskAcc=0.801,MaskFGAcc=0.605
[Epoch 0][Batch 4999], Speed: 6.665 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.455,RCNN_SmoothL1=0.194,RCNN_Mask=0.413,RPNAcc=0.971,RPNL1Loss=0.448,RCNNAcc=0.897,RCNNL1Loss=1.573,MaskAcc=0.802,MaskFGAcc=0.604
[Epoch 0][Batch 5099], Speed: 6.641 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.453,RCNN_SmoothL1=0.193,RCNN_Mask=0.411,RPNAcc=0.971,RPNL1Loss=0.446,RCNNAcc=0.897,RCNNL1Loss=1.566,MaskAcc=0.803,MaskFGAcc=0.604
[Epoch 0][Batch 5199], Speed: 6.643 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.451,RCNN_SmoothL1=0.192,RCNN_Mask=0.410,RPNAcc=0.971,RPNL1Loss=0.446,RCNNAcc=0.897,RCNNL1Loss=1.559,MaskAcc=0.803,MaskFGAcc=0.603
[Epoch 0][Batch 5299], Speed: 6.691 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.450,RCNN_SmoothL1=0.192,RCNN_Mask=0.408,RPNAcc=0.971,RPNL1Loss=0.445,RCNNAcc=0.897,RCNNL1Loss=1.552,MaskAcc=0.804,MaskFGAcc=0.602
[Epoch 0][Batch 5399], Speed: 6.643 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.448,RCNN_SmoothL1=0.191,RCNN_Mask=0.407,RPNAcc=0.971,RPNL1Loss=0.443,RCNNAcc=0.898,RCNNL1Loss=1.546,MaskAcc=0.805,MaskFGAcc=0.601
[Epoch 0][Batch 5499], Speed: 6.632 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.446,RCNN_SmoothL1=0.190,RCNN_Mask=0.406,RPNAcc=0.971,RPNL1Loss=0.443,RCNNAcc=0.898,RCNNL1Loss=1.539,MaskAcc=0.806,MaskFGAcc=0.601
[Epoch 0][Batch 5599], Speed: 6.607 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.444,RCNN_SmoothL1=0.190,RCNN_Mask=0.405,RPNAcc=0.971,RPNL1Loss=0.442,RCNNAcc=0.898,RCNNL1Loss=1.532,MaskAcc=0.806,MaskFGAcc=0.600
[Epoch 0][Batch 5699], Speed: 6.669 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.443,RCNN_SmoothL1=0.190,RCNN_Mask=0.403,RPNAcc=0.972,RPNL1Loss=0.441,RCNNAcc=0.898,RCNNL1Loss=1.526,MaskAcc=0.807,MaskFGAcc=0.599
[Epoch 0][Batch 5799], Speed: 6.657 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.441,RCNN_SmoothL1=0.189,RCNN_Mask=0.402,RPNAcc=0.972,RPNL1Loss=0.440,RCNNAcc=0.898,RCNNL1Loss=1.519,MaskAcc=0.808,MaskFGAcc=0.599
[Epoch 0][Batch 5899], Speed: 6.611 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.440,RCNN_SmoothL1=0.189,RCNN_Mask=0.401,RPNAcc=0.972,RPNL1Loss=0.439,RCNNAcc=0.898,RCNNL1Loss=1.514,MaskAcc=0.808,MaskFGAcc=0.598
[Epoch 0][Batch 5999], Speed: 6.648 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.439,RCNN_SmoothL1=0.188,RCNN_Mask=0.400,RPNAcc=0.972,RPNL1Loss=0.438,RCNNAcc=0.898,RCNNL1Loss=1.508,MaskAcc=0.809,MaskFGAcc=0.597
[Epoch 0][Batch 6099], Speed: 6.623 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.437,RCNN_SmoothL1=0.188,RCNN_Mask=0.399,RPNAcc=0.972,RPNL1Loss=0.437,RCNNAcc=0.898,RCNNL1Loss=1.502,MaskAcc=0.810,MaskFGAcc=0.596
[Epoch 0][Batch 6199], Speed: 6.610 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.436,RCNN_SmoothL1=0.187,RCNN_Mask=0.398,RPNAcc=0.972,RPNL1Loss=0.436,RCNNAcc=0.898,RCNNL1Loss=1.497,MaskAcc=0.810,MaskFGAcc=0.596
[Epoch 0][Batch 6299], Speed: 6.610 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.434,RCNN_SmoothL1=0.187,RCNN_Mask=0.397,RPNAcc=0.972,RPNL1Loss=0.436,RCNNAcc=0.898,RCNNL1Loss=1.492,MaskAcc=0.811,MaskFGAcc=0.595
[Epoch 0][Batch 6399], Speed: 6.641 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.433,RCNN_SmoothL1=0.186,RCNN_Mask=0.396,RPNAcc=0.972,RPNL1Loss=0.435,RCNNAcc=0.898,RCNNL1Loss=1.487,MaskAcc=0.811,MaskFGAcc=0.595
[Epoch 0][Batch 6499], Speed: 6.669 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.432,RCNN_SmoothL1=0.186,RCNN_Mask=0.395,RPNAcc=0.972,RPNL1Loss=0.434,RCNNAcc=0.898,RCNNL1Loss=1.482,MaskAcc=0.812,MaskFGAcc=0.594
[Epoch 0][Batch 6599], Speed: 6.647 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.431,RCNN_SmoothL1=0.186,RCNN_Mask=0.394,RPNAcc=0.973,RPNL1Loss=0.433,RCNNAcc=0.898,RCNNL1Loss=1.476,MaskAcc=0.813,MaskFGAcc=0.593
[Epoch 0][Batch 6699], Speed: 6.610 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.185,RCNN_Mask=0.393,RPNAcc=0.973,RPNL1Loss=0.432,RCNNAcc=0.898,RCNNL1Loss=1.471,MaskAcc=0.813,MaskFGAcc=0.593
[Epoch 0][Batch 6799], Speed: 6.654 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.185,RCNN_Mask=0.392,RPNAcc=0.973,RPNL1Loss=0.432,RCNNAcc=0.898,RCNNL1Loss=1.467,MaskAcc=0.814,MaskFGAcc=0.592
[Epoch 0][Batch 6899], Speed: 6.601 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.184,RCNN_Mask=0.391,RPNAcc=0.973,RPNL1Loss=0.431,RCNNAcc=0.899,RCNNL1Loss=1.462,MaskAcc=0.814,MaskFGAcc=0.592
[Epoch 0][Batch 6999], Speed: 6.640 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.184,RCNN_Mask=0.390,RPNAcc=0.973,RPNL1Loss=0.430,RCNNAcc=0.899,RCNNL1Loss=1.457,MaskAcc=0.815,MaskFGAcc=0.591
[Epoch 0][Batch 7099], Speed: 6.643 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.183,RCNN_Mask=0.389,RPNAcc=0.973,RPNL1Loss=0.429,RCNNAcc=0.899,RCNNL1Loss=1.453,MaskAcc=0.815,MaskFGAcc=0.590
[Epoch 0][Batch 7199], Speed: 6.632 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.183,RCNN_Mask=0.388,RPNAcc=0.973,RPNL1Loss=0.428,RCNNAcc=0.899,RCNNL1Loss=1.449,MaskAcc=0.816,MaskFGAcc=0.590
[Epoch 0][Batch 7299], Speed: 6.629 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.183,RCNN_Mask=0.387,RPNAcc=0.973,RPNL1Loss=0.428,RCNNAcc=0.899,RCNNL1Loss=1.445,MaskAcc=0.816,MaskFGAcc=0.589
[Epoch 0][Batch 7399], Speed: 6.644 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.182,RCNN_Mask=0.387,RPNAcc=0.973,RPNL1Loss=0.427,RCNNAcc=0.899,RCNNL1Loss=1.441,MaskAcc=0.816,MaskFGAcc=0.588
[Epoch 0][Batch 7499], Speed: 6.660 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.182,RCNN_Mask=0.386,RPNAcc=0.973,RPNL1Loss=0.426,RCNNAcc=0.899,RCNNL1Loss=1.436,MaskAcc=0.817,MaskFGAcc=0.588
[Epoch 0][Batch 7599], Speed: 6.630 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.182,RCNN_Mask=0.385,RPNAcc=0.973,RPNL1Loss=0.426,RCNNAcc=0.899,RCNNL1Loss=1.432,MaskAcc=0.817,MaskFGAcc=0.588
[Epoch 0][Batch 7699], Speed: 6.643 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.417,RCNN_SmoothL1=0.181,RCNN_Mask=0.384,RPNAcc=0.973,RPNL1Loss=0.425,RCNNAcc=0.899,RCNNL1Loss=1.428,MaskAcc=0.818,MaskFGAcc=0.587
[Epoch 0][Batch 7799], Speed: 6.621 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.416,RCNN_SmoothL1=0.181,RCNN_Mask=0.383,RPNAcc=0.974,RPNL1Loss=0.424,RCNNAcc=0.899,RCNNL1Loss=1.424,MaskAcc=0.818,MaskFGAcc=0.586
[Epoch 0][Batch 7899], Speed: 6.597 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.415,RCNN_SmoothL1=0.181,RCNN_Mask=0.383,RPNAcc=0.974,RPNL1Loss=0.423,RCNNAcc=0.899,RCNNL1Loss=1.420,MaskAcc=0.819,MaskFGAcc=0.586
[Epoch 0][Batch 7999], Speed: 6.682 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.414,RCNN_SmoothL1=0.180,RCNN_Mask=0.382,RPNAcc=0.974,RPNL1Loss=0.423,RCNNAcc=0.899,RCNNL1Loss=1.416,MaskAcc=0.819,MaskFGAcc=0.586
[Epoch 0][Batch 8099], Speed: 6.621 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.413,RCNN_SmoothL1=0.180,RCNN_Mask=0.381,RPNAcc=0.974,RPNL1Loss=0.422,RCNNAcc=0.899,RCNNL1Loss=1.412,MaskAcc=0.819,MaskFGAcc=0.585
[Epoch 0][Batch 8199], Speed: 6.653 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.412,RCNN_SmoothL1=0.180,RCNN_Mask=0.380,RPNAcc=0.974,RPNL1Loss=0.421,RCNNAcc=0.900,RCNNL1Loss=1.408,MaskAcc=0.820,MaskFGAcc=0.584
[Epoch 0][Batch 8299], Speed: 6.654 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.411,RCNN_SmoothL1=0.179,RCNN_Mask=0.380,RPNAcc=0.974,RPNL1Loss=0.421,RCNNAcc=0.900,RCNNL1Loss=1.404,MaskAcc=0.820,MaskFGAcc=0.584
[Epoch 0][Batch 8399], Speed: 6.604 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.410,RCNN_SmoothL1=0.179,RCNN_Mask=0.379,RPNAcc=0.974,RPNL1Loss=0.420,RCNNAcc=0.900,RCNNL1Loss=1.401,MaskAcc=0.821,MaskFGAcc=0.584
[Epoch 0][Batch 8499], Speed: 6.650 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.409,RCNN_SmoothL1=0.179,RCNN_Mask=0.378,RPNAcc=0.974,RPNL1Loss=0.420,RCNNAcc=0.900,RCNNL1Loss=1.397,MaskAcc=0.821,MaskFGAcc=0.583
[Epoch 0][Batch 8599], Speed: 6.651 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.178,RCNN_Mask=0.378,RPNAcc=0.974,RPNL1Loss=0.419,RCNNAcc=0.900,RCNNL1Loss=1.394,MaskAcc=0.821,MaskFGAcc=0.583
[Epoch 0][Batch 8699], Speed: 6.667 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.178,RCNN_Mask=0.377,RPNAcc=0.974,RPNL1Loss=0.419,RCNNAcc=0.900,RCNNL1Loss=1.391,MaskAcc=0.822,MaskFGAcc=0.583
[Epoch 0][Batch 8799], Speed: 6.636 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.407,RCNN_SmoothL1=0.178,RCNN_Mask=0.376,RPNAcc=0.974,RPNL1Loss=0.418,RCNNAcc=0.900,RCNNL1Loss=1.388,MaskAcc=0.822,MaskFGAcc=0.582
[Epoch 0][Batch 8899], Speed: 6.665 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.406,RCNN_SmoothL1=0.177,RCNN_Mask=0.376,RPNAcc=0.974,RPNL1Loss=0.417,RCNNAcc=0.900,RCNNL1Loss=1.384,MaskAcc=0.822,MaskFGAcc=0.582
[Epoch 0][Batch 8999], Speed: 6.621 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.405,RCNN_SmoothL1=0.177,RCNN_Mask=0.375,RPNAcc=0.974,RPNL1Loss=0.417,RCNNAcc=0.900,RCNNL1Loss=1.381,MaskAcc=0.823,MaskFGAcc=0.581
[Epoch 0][Batch 9099], Speed: 6.631 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.404,RCNN_SmoothL1=0.177,RCNN_Mask=0.374,RPNAcc=0.974,RPNL1Loss=0.416,RCNNAcc=0.900,RCNNL1Loss=1.377,MaskAcc=0.823,MaskFGAcc=0.581
[Epoch 0][Batch 9199], Speed: 6.610 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.403,RCNN_SmoothL1=0.177,RCNN_Mask=0.374,RPNAcc=0.974,RPNL1Loss=0.416,RCNNAcc=0.900,RCNNL1Loss=1.374,MaskAcc=0.824,MaskFGAcc=0.580
[Epoch 0][Batch 9299], Speed: 6.671 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.402,RCNN_SmoothL1=0.176,RCNN_Mask=0.373,RPNAcc=0.974,RPNL1Loss=0.415,RCNNAcc=0.900,RCNNL1Loss=1.371,MaskAcc=0.824,MaskFGAcc=0.580
[Epoch 0][Batch 9399], Speed: 6.668 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.401,RCNN_SmoothL1=0.176,RCNN_Mask=0.372,RPNAcc=0.975,RPNL1Loss=0.415,RCNNAcc=0.900,RCNNL1Loss=1.367,MaskAcc=0.824,MaskFGAcc=0.579
[Epoch 0][Batch 9499], Speed: 6.655 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.401,RCNN_SmoothL1=0.176,RCNN_Mask=0.372,RPNAcc=0.975,RPNL1Loss=0.414,RCNNAcc=0.900,RCNNL1Loss=1.365,MaskAcc=0.825,MaskFGAcc=0.579
[Epoch 0][Batch 9599], Speed: 6.698 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.400,RCNN_SmoothL1=0.175,RCNN_Mask=0.371,RPNAcc=0.975,RPNL1Loss=0.413,RCNNAcc=0.901,RCNNL1Loss=1.362,MaskAcc=0.825,MaskFGAcc=0.579
[Epoch 0][Batch 9699], Speed: 6.643 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.399,RCNN_SmoothL1=0.175,RCNN_Mask=0.371,RPNAcc=0.975,RPNL1Loss=0.413,RCNNAcc=0.901,RCNNL1Loss=1.359,MaskAcc=0.825,MaskFGAcc=0.578
[Epoch 0][Batch 9799], Speed: 6.626 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.398,RCNN_SmoothL1=0.175,RCNN_Mask=0.370,RPNAcc=0.975,RPNL1Loss=0.412,RCNNAcc=0.901,RCNNL1Loss=1.356,MaskAcc=0.826,MaskFGAcc=0.578
[Epoch 0][Batch 9899], Speed: 6.615 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.397,RCNN_SmoothL1=0.175,RCNN_Mask=0.370,RPNAcc=0.975,RPNL1Loss=0.412,RCNNAcc=0.901,RCNNL1Loss=1.353,MaskAcc=0.826,MaskFGAcc=0.578
[Epoch 0][Batch 9999], Speed: 6.628 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.397,RCNN_SmoothL1=0.174,RCNN_Mask=0.369,RPNAcc=0.975,RPNL1Loss=0.412,RCNNAcc=0.901,RCNNL1Loss=1.351,MaskAcc=0.826,MaskFGAcc=0.577
[Epoch 0][Batch 10099], Speed: 6.643 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.396,RCNN_SmoothL1=0.174,RCNN_Mask=0.368,RPNAcc=0.975,RPNL1Loss=0.411,RCNNAcc=0.901,RCNNL1Loss=1.348,MaskAcc=0.826,MaskFGAcc=0.577
[Epoch 0][Batch 10199], Speed: 6.553 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.395,RCNN_SmoothL1=0.174,RCNN_Mask=0.368,RPNAcc=0.975,RPNL1Loss=0.410,RCNNAcc=0.901,RCNNL1Loss=1.345,MaskAcc=0.827,MaskFGAcc=0.576
[Epoch 0][Batch 10299], Speed: 6.642 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.394,RCNN_SmoothL1=0.174,RCNN_Mask=0.368,RPNAcc=0.975,RPNL1Loss=0.410,RCNNAcc=0.901,RCNNL1Loss=1.342,MaskAcc=0.827,MaskFGAcc=0.576
[Epoch 0][Batch 10399], Speed: 6.674 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.394,RCNN_SmoothL1=0.174,RCNN_Mask=0.367,RPNAcc=0.975,RPNL1Loss=0.409,RCNNAcc=0.901,RCNNL1Loss=1.340,MaskAcc=0.827,MaskFGAcc=0.576
[Epoch 0][Batch 10499], Speed: 6.620 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.393,RCNN_SmoothL1=0.173,RCNN_Mask=0.367,RPNAcc=0.975,RPNL1Loss=0.409,RCNNAcc=0.901,RCNNL1Loss=1.337,MaskAcc=0.827,MaskFGAcc=0.576
[Epoch 0][Batch 10599], Speed: 6.651 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.392,RCNN_SmoothL1=0.173,RCNN_Mask=0.366,RPNAcc=0.975,RPNL1Loss=0.408,RCNNAcc=0.901,RCNNL1Loss=1.334,MaskAcc=0.828,MaskFGAcc=0.575
[Epoch 0][Batch 10699], Speed: 6.657 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.392,RCNN_SmoothL1=0.173,RCNN_Mask=0.366,RPNAcc=0.975,RPNL1Loss=0.408,RCNNAcc=0.901,RCNNL1Loss=1.332,MaskAcc=0.828,MaskFGAcc=0.575
[Epoch 0][Batch 10799], Speed: 6.682 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.391,RCNN_SmoothL1=0.173,RCNN_Mask=0.365,RPNAcc=0.975,RPNL1Loss=0.407,RCNNAcc=0.901,RCNNL1Loss=1.329,MaskAcc=0.828,MaskFGAcc=0.574
[Epoch 0][Batch 10899], Speed: 6.644 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.172,RCNN_Mask=0.365,RPNAcc=0.975,RPNL1Loss=0.407,RCNNAcc=0.901,RCNNL1Loss=1.327,MaskAcc=0.829,MaskFGAcc=0.574
[Epoch 0][Batch 10999], Speed: 6.693 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.172,RCNN_Mask=0.364,RPNAcc=0.975,RPNL1Loss=0.406,RCNNAcc=0.901,RCNNL1Loss=1.324,MaskAcc=0.829,MaskFGAcc=0.574
[Epoch 0][Batch 11099], Speed: 6.611 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.172,RCNN_Mask=0.364,RPNAcc=0.976,RPNL1Loss=0.406,RCNNAcc=0.901,RCNNL1Loss=1.321,MaskAcc=0.829,MaskFGAcc=0.573
[Epoch 0][Batch 11199], Speed: 6.672 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.172,RCNN_Mask=0.363,RPNAcc=0.976,RPNL1Loss=0.405,RCNNAcc=0.901,RCNNL1Loss=1.319,MaskAcc=0.829,MaskFGAcc=0.573
[Epoch 0][Batch 11299], Speed: 6.666 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.172,RCNN_Mask=0.363,RPNAcc=0.976,RPNL1Loss=0.405,RCNNAcc=0.901,RCNNL1Loss=1.317,MaskAcc=0.830,MaskFGAcc=0.573
[Epoch 0][Batch 11399], Speed: 6.662 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.171,RCNN_Mask=0.362,RPNAcc=0.976,RPNL1Loss=0.405,RCNNAcc=0.902,RCNNL1Loss=1.314,MaskAcc=0.830,MaskFGAcc=0.572
[Epoch 0][Batch 11499], Speed: 6.658 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.171,RCNN_Mask=0.362,RPNAcc=0.976,RPNL1Loss=0.404,RCNNAcc=0.902,RCNNL1Loss=1.312,MaskAcc=0.830,MaskFGAcc=0.572
[Epoch 0][Batch 11599], Speed: 6.662 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.171,RCNN_Mask=0.361,RPNAcc=0.976,RPNL1Loss=0.404,RCNNAcc=0.902,RCNNL1Loss=1.309,MaskAcc=0.830,MaskFGAcc=0.572
[Epoch 0][Batch 11699], Speed: 6.637 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.385,RCNN_SmoothL1=0.171,RCNN_Mask=0.361,RPNAcc=0.976,RPNL1Loss=0.404,RCNNAcc=0.902,RCNNL1Loss=1.307,MaskAcc=0.831,MaskFGAcc=0.571
[Epoch 0][Batch 11799], Speed: 6.667 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.385,RCNN_SmoothL1=0.170,RCNN_Mask=0.360,RPNAcc=0.976,RPNL1Loss=0.403,RCNNAcc=0.902,RCNNL1Loss=1.305,MaskAcc=0.831,MaskFGAcc=0.571
[Epoch 0][Batch 11899], Speed: 6.639 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.384,RCNN_SmoothL1=0.170,RCNN_Mask=0.360,RPNAcc=0.976,RPNL1Loss=0.403,RCNNAcc=0.902,RCNNL1Loss=1.303,MaskAcc=0.831,MaskFGAcc=0.571
[Epoch 0][Batch 11999], Speed: 6.673 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.170,RCNN_Mask=0.359,RPNAcc=0.976,RPNL1Loss=0.402,RCNNAcc=0.902,RCNNL1Loss=1.300,MaskAcc=0.831,MaskFGAcc=0.570
[Epoch 0][Batch 12099], Speed: 6.609 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.170,RCNN_Mask=0.359,RPNAcc=0.976,RPNL1Loss=0.402,RCNNAcc=0.902,RCNNL1Loss=1.298,MaskAcc=0.832,MaskFGAcc=0.570
[Epoch 0][Batch 12199], Speed: 6.609 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.382,RCNN_SmoothL1=0.170,RCNN_Mask=0.359,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.902,RCNNL1Loss=1.296,MaskAcc=0.832,MaskFGAcc=0.570
[Epoch 0][Batch 12299], Speed: 6.669 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.382,RCNN_SmoothL1=0.169,RCNN_Mask=0.358,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.902,RCNNL1Loss=1.293,MaskAcc=0.832,MaskFGAcc=0.569
[Epoch 0][Batch 12399], Speed: 6.690 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.381,RCNN_SmoothL1=0.169,RCNN_Mask=0.358,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.902,RCNNL1Loss=1.292,MaskAcc=0.832,MaskFGAcc=0.569
[Epoch 0][Batch 12499], Speed: 6.609 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.381,RCNN_SmoothL1=0.169,RCNN_Mask=0.357,RPNAcc=0.976,RPNL1Loss=0.400,RCNNAcc=0.902,RCNNL1Loss=1.290,MaskAcc=0.832,MaskFGAcc=0.569
[Epoch 0][Batch 12599], Speed: 6.634 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.380,RCNN_SmoothL1=0.169,RCNN_Mask=0.357,RPNAcc=0.976,RPNL1Loss=0.400,RCNNAcc=0.902,RCNNL1Loss=1.288,MaskAcc=0.833,MaskFGAcc=0.569
[Epoch 0][Batch 12699], Speed: 6.630 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.379,RCNN_SmoothL1=0.169,RCNN_Mask=0.356,RPNAcc=0.976,RPNL1Loss=0.399,RCNNAcc=0.902,RCNNL1Loss=1.286,MaskAcc=0.833,MaskFGAcc=0.568
[Epoch 0][Batch 12799], Speed: 6.667 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.379,RCNN_SmoothL1=0.168,RCNN_Mask=0.356,RPNAcc=0.976,RPNL1Loss=0.399,RCNNAcc=0.902,RCNNL1Loss=1.284,MaskAcc=0.833,MaskFGAcc=0.568
[Epoch 0][Batch 12899], Speed: 6.644 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.378,RCNN_SmoothL1=0.168,RCNN_Mask=0.356,RPNAcc=0.976,RPNL1Loss=0.399,RCNNAcc=0.902,RCNNL1Loss=1.282,MaskAcc=0.833,MaskFGAcc=0.568
[Epoch 0][Batch 12999], Speed: 6.655 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.378,RCNN_SmoothL1=0.168,RCNN_Mask=0.355,RPNAcc=0.976,RPNL1Loss=0.398,RCNNAcc=0.903,RCNNL1Loss=1.280,MaskAcc=0.833,MaskFGAcc=0.567
[Epoch 0][Batch 13099], Speed: 6.632 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.377,RCNN_SmoothL1=0.168,RCNN_Mask=0.355,RPNAcc=0.976,RPNL1Loss=0.398,RCNNAcc=0.903,RCNNL1Loss=1.278,MaskAcc=0.834,MaskFGAcc=0.567
[Epoch 0][Batch 13199], Speed: 6.611 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.377,RCNN_SmoothL1=0.168,RCNN_Mask=0.354,RPNAcc=0.976,RPNL1Loss=0.398,RCNNAcc=0.903,RCNNL1Loss=1.276,MaskAcc=0.834,MaskFGAcc=0.567
[Epoch 0][Batch 13299], Speed: 6.717 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.167,RCNN_Mask=0.354,RPNAcc=0.976,RPNL1Loss=0.397,RCNNAcc=0.903,RCNNL1Loss=1.274,MaskAcc=0.834,MaskFGAcc=0.566
[Epoch 0][Batch 13399], Speed: 6.699 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.167,RCNN_Mask=0.354,RPNAcc=0.976,RPNL1Loss=0.397,RCNNAcc=0.903,RCNNL1Loss=1.272,MaskAcc=0.834,MaskFGAcc=0.566
[Epoch 0][Batch 13499], Speed: 6.703 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.375,RCNN_SmoothL1=0.167,RCNN_Mask=0.353,RPNAcc=0.977,RPNL1Loss=0.397,RCNNAcc=0.903,RCNNL1Loss=1.270,MaskAcc=0.834,MaskFGAcc=0.566
[Epoch 0][Batch 13599], Speed: 6.750 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.375,RCNN_SmoothL1=0.167,RCNN_Mask=0.353,RPNAcc=0.977,RPNL1Loss=0.396,RCNNAcc=0.903,RCNNL1Loss=1.269,MaskAcc=0.835,MaskFGAcc=0.566
[Epoch 0][Batch 13699], Speed: 6.669 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.167,RCNN_Mask=0.353,RPNAcc=0.977,RPNL1Loss=0.396,RCNNAcc=0.903,RCNNL1Loss=1.267,MaskAcc=0.835,MaskFGAcc=0.565
[Epoch 0][Batch 13799], Speed: 6.687 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.167,RCNN_Mask=0.352,RPNAcc=0.977,RPNL1Loss=0.396,RCNNAcc=0.903,RCNNL1Loss=1.265,MaskAcc=0.835,MaskFGAcc=0.565
[Epoch 0][Batch 13899], Speed: 6.600 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.373,RCNN_SmoothL1=0.166,RCNN_Mask=0.352,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.903,RCNNL1Loss=1.263,MaskAcc=0.835,MaskFGAcc=0.565
[Epoch 0][Batch 13999], Speed: 6.692 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.373,RCNN_SmoothL1=0.166,RCNN_Mask=0.352,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.903,RCNNL1Loss=1.262,MaskAcc=0.835,MaskFGAcc=0.565
[Epoch 0][Batch 14099], Speed: 6.633 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.372,RCNN_SmoothL1=0.166,RCNN_Mask=0.351,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.903,RCNNL1Loss=1.260,MaskAcc=0.836,MaskFGAcc=0.564
[Epoch 0][Batch 14199], Speed: 6.634 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.372,RCNN_SmoothL1=0.166,RCNN_Mask=0.351,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.903,RCNNL1Loss=1.258,MaskAcc=0.836,MaskFGAcc=0.564
[Epoch 0][Batch 14299], Speed: 6.671 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.166,RCNN_Mask=0.351,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.903,RCNNL1Loss=1.257,MaskAcc=0.836,MaskFGAcc=0.564
[Epoch 0][Batch 14399], Speed: 6.614 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.166,RCNN_Mask=0.350,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.903,RCNNL1Loss=1.255,MaskAcc=0.836,MaskFGAcc=0.564
[Epoch 0][Batch 14499], Speed: 6.683 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.166,RCNN_Mask=0.350,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.903,RCNNL1Loss=1.254,MaskAcc=0.836,MaskFGAcc=0.563
[Epoch 0][Batch 14599], Speed: 6.672 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.165,RCNN_Mask=0.350,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.903,RCNNL1Loss=1.252,MaskAcc=0.836,MaskFGAcc=0.563
[Epoch 0] Training cost: 17662.445, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.165,RCNN_Mask=0.349
[Epoch 0] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0000_0.0000.params
[Epoch 1][Batch 99], Speed: 6.346 samples/sec, RPN_Conf=0.048,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.142,RCNN_Mask=0.299,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.903,RCNNL1Loss=1.249,MaskAcc=0.837,MaskFGAcc=0.563
[Epoch 1][Batch 199], Speed: 6.654 samples/sec, RPN_Conf=0.048,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.295,RCNN_SmoothL1=0.143,RCNN_Mask=0.299,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.903,RCNNL1Loss=1.248,MaskAcc=0.837,MaskFGAcc=0.562
[Epoch 1][Batch 299], Speed: 6.590 samples/sec, RPN_Conf=0.048,RPN_SmoothL1=0.042,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.142,RCNN_Mask=0.300,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.904,RCNNL1Loss=1.246,MaskAcc=0.837,MaskFGAcc=0.562
[Epoch 1][Batch 399], Speed: 6.668 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.294,RCNN_SmoothL1=0.140,RCNN_Mask=0.299,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.904,RCNNL1Loss=1.244,MaskAcc=0.837,MaskFGAcc=0.562
[Epoch 1][Batch 499], Speed: 6.673 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.293,RCNN_SmoothL1=0.139,RCNN_Mask=0.298,RPNAcc=0.977,RPNL1Loss=0.391,RCNNAcc=0.904,RCNNL1Loss=1.242,MaskAcc=0.837,MaskFGAcc=0.561
[Epoch 1][Batch 599], Speed: 6.663 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.138,RCNN_Mask=0.298,RPNAcc=0.977,RPNL1Loss=0.391,RCNNAcc=0.904,RCNNL1Loss=1.241,MaskAcc=0.838,MaskFGAcc=0.561
[Epoch 1][Batch 699], Speed: 6.514 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.291,RCNN_SmoothL1=0.139,RCNN_Mask=0.298,RPNAcc=0.977,RPNL1Loss=0.391,RCNNAcc=0.904,RCNNL1Loss=1.239,MaskAcc=0.838,MaskFGAcc=0.561
[Epoch 1][Batch 799], Speed: 6.624 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.293,RCNN_SmoothL1=0.139,RCNN_Mask=0.299,RPNAcc=0.977,RPNL1Loss=0.390,RCNNAcc=0.904,RCNNL1Loss=1.237,MaskAcc=0.838,MaskFGAcc=0.561
[Epoch 1][Batch 899], Speed: 6.612 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.293,RCNN_SmoothL1=0.140,RCNN_Mask=0.298,RPNAcc=0.977,RPNL1Loss=0.390,RCNNAcc=0.904,RCNNL1Loss=1.236,MaskAcc=0.838,MaskFGAcc=0.560
[Epoch 1][Batch 999], Speed: 6.662 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.140,RCNN_Mask=0.297,RPNAcc=0.977,RPNL1Loss=0.389,RCNNAcc=0.904,RCNNL1Loss=1.234,MaskAcc=0.838,MaskFGAcc=0.560
[Epoch 1][Batch 1099], Speed: 6.636 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.139,RCNN_Mask=0.297,RPNAcc=0.977,RPNL1Loss=0.389,RCNNAcc=0.904,RCNNL1Loss=1.233,MaskAcc=0.838,MaskFGAcc=0.560
[Epoch 1][Batch 1199], Speed: 6.671 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.140,RCNN_Mask=0.297,RPNAcc=0.977,RPNL1Loss=0.389,RCNNAcc=0.904,RCNNL1Loss=1.231,MaskAcc=0.839,MaskFGAcc=0.560
[Epoch 1][Batch 1299], Speed: 6.590 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.291,RCNN_SmoothL1=0.139,RCNN_Mask=0.296,RPNAcc=0.977,RPNL1Loss=0.388,RCNNAcc=0.904,RCNNL1Loss=1.229,MaskAcc=0.839,MaskFGAcc=0.559
[Epoch 1][Batch 1399], Speed: 6.592 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.140,RCNN_Mask=0.297,RPNAcc=0.977,RPNL1Loss=0.388,RCNNAcc=0.904,RCNNL1Loss=1.228,MaskAcc=0.839,MaskFGAcc=0.559
[Epoch 1][Batch 1499], Speed: 6.602 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.140,RCNN_Mask=0.297,RPNAcc=0.977,RPNL1Loss=0.388,RCNNAcc=0.904,RCNNL1Loss=1.226,MaskAcc=0.839,MaskFGAcc=0.559
[Epoch 1][Batch 1599], Speed: 6.661 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.140,RCNN_Mask=0.297,RPNAcc=0.977,RPNL1Loss=0.387,RCNNAcc=0.904,RCNNL1Loss=1.225,MaskAcc=0.839,MaskFGAcc=0.558
[Epoch 1][Batch 1699], Speed: 6.695 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.293,RCNN_SmoothL1=0.140,RCNN_Mask=0.297,RPNAcc=0.977,RPNL1Loss=0.387,RCNNAcc=0.904,RCNNL1Loss=1.223,MaskAcc=0.839,MaskFGAcc=0.558
[Epoch 1][Batch 1799], Speed: 6.683 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.293,RCNN_SmoothL1=0.140,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.387,RCNNAcc=0.904,RCNNL1Loss=1.222,MaskAcc=0.839,MaskFGAcc=0.558
[Epoch 1][Batch 1899], Speed: 6.633 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.140,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.387,RCNNAcc=0.904,RCNNL1Loss=1.221,MaskAcc=0.840,MaskFGAcc=0.558
[Epoch 1][Batch 1999], Speed: 6.718 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.139,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.904,RCNNL1Loss=1.219,MaskAcc=0.840,MaskFGAcc=0.558
[Epoch 1][Batch 2099], Speed: 6.649 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.139,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.904,RCNNL1Loss=1.218,MaskAcc=0.840,MaskFGAcc=0.557
[Epoch 1][Batch 2199], Speed: 6.635 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.139,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.905,RCNNL1Loss=1.216,MaskAcc=0.840,MaskFGAcc=0.557
[Epoch 1][Batch 2299], Speed: 6.734 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.291,RCNN_SmoothL1=0.139,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.215,MaskAcc=0.840,MaskFGAcc=0.557
[Epoch 1][Batch 2399], Speed: 6.636 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.291,RCNN_SmoothL1=0.139,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.213,MaskAcc=0.840,MaskFGAcc=0.557
[Epoch 1][Batch 2499], Speed: 6.727 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.212,MaskAcc=0.840,MaskFGAcc=0.556
[Epoch 1][Batch 2599], Speed: 6.663 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.210,MaskAcc=0.841,MaskFGAcc=0.556
[Epoch 1][Batch 2699], Speed: 6.690 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.297,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.209,MaskAcc=0.841,MaskFGAcc=0.556
[Epoch 1][Batch 2799], Speed: 6.654 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.207,MaskAcc=0.841,MaskFGAcc=0.556
[Epoch 1][Batch 2899], Speed: 6.644 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.905,RCNNL1Loss=1.206,MaskAcc=0.841,MaskFGAcc=0.556
[Epoch 1][Batch 2999], Speed: 6.702 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.204,MaskAcc=0.841,MaskFGAcc=0.555
[Epoch 1][Batch 3099], Speed: 6.656 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.203,MaskAcc=0.841,MaskFGAcc=0.555
[Epoch 1][Batch 3199], Speed: 6.616 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.202,MaskAcc=0.841,MaskFGAcc=0.555
[Epoch 1][Batch 3299], Speed: 6.552 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.905,RCNNL1Loss=1.200,MaskAcc=0.842,MaskFGAcc=0.555
[Epoch 1][Batch 3399], Speed: 6.687 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.199,MaskAcc=0.842,MaskFGAcc=0.555
[Epoch 1][Batch 3499], Speed: 6.659 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.198,MaskAcc=0.842,MaskFGAcc=0.554
[Epoch 1][Batch 3599], Speed: 6.614 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.296,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.905,RCNNL1Loss=1.197,MaskAcc=0.842,MaskFGAcc=0.554
[Epoch 1][Batch 3699], Speed: 6.614 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.290,RCNN_SmoothL1=0.138,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.195,MaskAcc=0.842,MaskFGAcc=0.554
[Epoch 1][Batch 3799], Speed: 6.658 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.138,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.194,MaskAcc=0.842,MaskFGAcc=0.554
[Epoch 1][Batch 3899], Speed: 6.610 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.138,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.193,MaskAcc=0.842,MaskFGAcc=0.554
[Epoch 1][Batch 3999], Speed: 6.622 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.138,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.905,RCNNL1Loss=1.192,MaskAcc=0.842,MaskFGAcc=0.553
[Epoch 1][Batch 4099], Speed: 6.633 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.138,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.905,RCNNL1Loss=1.190,MaskAcc=0.843,MaskFGAcc=0.553
[Epoch 1][Batch 4199], Speed: 6.645 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.138,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.905,RCNNL1Loss=1.189,MaskAcc=0.843,MaskFGAcc=0.553
[Epoch 1][Batch 4299], Speed: 6.697 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.137,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.188,MaskAcc=0.843,MaskFGAcc=0.553
[Epoch 1][Batch 4399], Speed: 6.614 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.137,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.186,MaskAcc=0.843,MaskFGAcc=0.552
[Epoch 1][Batch 4499], Speed: 6.667 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.137,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.185,MaskAcc=0.843,MaskFGAcc=0.552
[Epoch 1][Batch 4599], Speed: 6.676 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.137,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.184,MaskAcc=0.843,MaskFGAcc=0.552
[Epoch 1][Batch 4699], Speed: 6.708 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.137,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.183,MaskAcc=0.843,MaskFGAcc=0.552
[Epoch 1][Batch 4799], Speed: 6.646 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.137,RCNN_Mask=0.295,RPNAcc=0.978,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.182,MaskAcc=0.843,MaskFGAcc=0.552
[Epoch 1][Batch 4899], Speed: 6.642 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.978,RPNL1Loss=0.378,RCNNAcc=0.906,RCNNL1Loss=1.181,MaskAcc=0.844,MaskFGAcc=0.552
[Epoch 1][Batch 4999], Speed: 6.692 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.978,RPNL1Loss=0.378,RCNNAcc=0.906,RCNNL1Loss=1.179,MaskAcc=0.844,MaskFGAcc=0.551
[Epoch 1][Batch 5099], Speed: 6.681 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.978,RPNL1Loss=0.378,RCNNAcc=0.906,RCNNL1Loss=1.178,MaskAcc=0.844,MaskFGAcc=0.551
[Epoch 1][Batch 5199], Speed: 6.694 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.177,MaskAcc=0.844,MaskFGAcc=0.551
[Epoch 1][Batch 5299], Speed: 6.603 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.176,MaskAcc=0.844,MaskFGAcc=0.551
[Epoch 1][Batch 5399], Speed: 6.677 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.175,MaskAcc=0.844,MaskFGAcc=0.551
[Epoch 1][Batch 5499], Speed: 6.704 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.174,MaskAcc=0.844,MaskFGAcc=0.550
[Epoch 1][Batch 5599], Speed: 6.625 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.906,RCNNL1Loss=1.173,MaskAcc=0.844,MaskFGAcc=0.550
[Epoch 1][Batch 5699], Speed: 6.688 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.172,MaskAcc=0.845,MaskFGAcc=0.550
[Epoch 1][Batch 5799], Speed: 6.659 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.171,MaskAcc=0.845,MaskFGAcc=0.550
[Epoch 1][Batch 5899], Speed: 6.696 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.170,MaskAcc=0.845,MaskFGAcc=0.550
[Epoch 1][Batch 5999], Speed: 6.603 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.906,RCNNL1Loss=1.169,MaskAcc=0.845,MaskFGAcc=0.550
[Epoch 1][Batch 6099], Speed: 6.600 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.168,MaskAcc=0.845,MaskFGAcc=0.549
[Epoch 1][Batch 6199], Speed: 6.635 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.167,MaskAcc=0.845,MaskFGAcc=0.549
[Epoch 1][Batch 6299], Speed: 6.682 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.166,MaskAcc=0.845,MaskFGAcc=0.549
[Epoch 1][Batch 6399], Speed: 6.636 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.906,RCNNL1Loss=1.165,MaskAcc=0.845,MaskFGAcc=0.549
[Epoch 1][Batch 6499], Speed: 6.638 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.294,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.906,RCNNL1Loss=1.164,MaskAcc=0.845,MaskFGAcc=0.549
[Epoch 1][Batch 6599], Speed: 6.620 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.906,RCNNL1Loss=1.163,MaskAcc=0.845,MaskFGAcc=0.548
[Epoch 1][Batch 6699], Speed: 6.614 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.906,RCNNL1Loss=1.161,MaskAcc=0.846,MaskFGAcc=0.548
[Epoch 1][Batch 6799], Speed: 6.683 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.161,MaskAcc=0.846,MaskFGAcc=0.548
[Epoch 1][Batch 6899], Speed: 6.633 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.137,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.160,MaskAcc=0.846,MaskFGAcc=0.548
[Epoch 1][Batch 6999], Speed: 6.638 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.159,MaskAcc=0.846,MaskFGAcc=0.548
[Epoch 1][Batch 7099], Speed: 6.674 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.158,MaskAcc=0.846,MaskFGAcc=0.548
[Epoch 1][Batch 7199], Speed: 6.642 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.157,MaskAcc=0.846,MaskFGAcc=0.548
[Epoch 1][Batch 7299], Speed: 6.675 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.156,MaskAcc=0.846,MaskFGAcc=0.547
[Epoch 1][Batch 7399], Speed: 6.635 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.155,MaskAcc=0.846,MaskFGAcc=0.547
[Epoch 1][Batch 7499], Speed: 6.638 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.154,MaskAcc=0.846,MaskFGAcc=0.547
[Epoch 1][Batch 7599], Speed: 6.635 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.153,MaskAcc=0.846,MaskFGAcc=0.547
[Epoch 1][Batch 7699], Speed: 6.633 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.907,RCNNL1Loss=1.152,MaskAcc=0.846,MaskFGAcc=0.547
[Epoch 1][Batch 7799], Speed: 6.659 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.137,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.152,MaskAcc=0.847,MaskFGAcc=0.547
[Epoch 1][Batch 7899], Speed: 6.635 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.151,MaskAcc=0.847,MaskFGAcc=0.547
[Epoch 1][Batch 7999], Speed: 6.684 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.150,MaskAcc=0.847,MaskFGAcc=0.546
[Epoch 1][Batch 8099], Speed: 6.651 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.149,MaskAcc=0.847,MaskFGAcc=0.546
[Epoch 1][Batch 8199], Speed: 6.689 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.907,RCNNL1Loss=1.148,MaskAcc=0.847,MaskFGAcc=0.546
[Epoch 1][Batch 8299], Speed: 6.663 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.147,MaskAcc=0.847,MaskFGAcc=0.546
[Epoch 1][Batch 8399], Speed: 6.649 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.146,MaskAcc=0.847,MaskFGAcc=0.546
[Epoch 1][Batch 8499], Speed: 6.677 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.145,MaskAcc=0.847,MaskFGAcc=0.546
[Epoch 1][Batch 8599], Speed: 6.679 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.144,MaskAcc=0.847,MaskFGAcc=0.545
[Epoch 1][Batch 8699], Speed: 6.663 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.136,RCNN_Mask=0.293,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.143,MaskAcc=0.847,MaskFGAcc=0.545
[Epoch 1][Batch 8799], Speed: 6.652 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.907,RCNNL1Loss=1.142,MaskAcc=0.847,MaskFGAcc=0.545
[Epoch 1][Batch 8899], Speed: 6.674 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.141,MaskAcc=0.848,MaskFGAcc=0.545
[Epoch 1][Batch 8999], Speed: 6.600 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.141,MaskAcc=0.848,MaskFGAcc=0.545
[Epoch 1][Batch 9099], Speed: 6.636 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.140,MaskAcc=0.848,MaskFGAcc=0.545
[Epoch 1][Batch 9199], Speed: 6.636 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.139,MaskAcc=0.848,MaskFGAcc=0.545
[Epoch 1][Batch 9299], Speed: 6.546 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.138,MaskAcc=0.848,MaskFGAcc=0.545
[Epoch 1][Batch 9399], Speed: 6.626 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.907,RCNNL1Loss=1.137,MaskAcc=0.848,MaskFGAcc=0.544
[Epoch 1][Batch 9499], Speed: 6.633 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.907,RCNNL1Loss=1.136,MaskAcc=0.848,MaskFGAcc=0.544
[Epoch 1][Batch 9599], Speed: 6.646 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.907,RCNNL1Loss=1.135,MaskAcc=0.848,MaskFGAcc=0.544
[Epoch 1][Batch 9699], Speed: 6.698 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.135,MaskAcc=0.848,MaskFGAcc=0.544
[Epoch 1][Batch 9799], Speed: 6.597 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.134,MaskAcc=0.848,MaskFGAcc=0.544
[Epoch 1][Batch 9899], Speed: 6.682 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.133,MaskAcc=0.848,MaskFGAcc=0.544
[Epoch 1][Batch 9999], Speed: 6.689 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.132,MaskAcc=0.848,MaskFGAcc=0.544
[Epoch 1][Batch 10099], Speed: 6.628 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.132,MaskAcc=0.849,MaskFGAcc=0.543
[Epoch 1][Batch 10199], Speed: 6.659 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.131,MaskAcc=0.849,MaskFGAcc=0.543
[Epoch 1][Batch 10299], Speed: 6.632 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.130,MaskAcc=0.849,MaskFGAcc=0.543
[Epoch 1][Batch 10399], Speed: 6.628 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.979,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.129,MaskAcc=0.849,MaskFGAcc=0.543
[Epoch 1][Batch 10499], Speed: 6.668 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.128,MaskAcc=0.849,MaskFGAcc=0.543
[Epoch 1][Batch 10599], Speed: 6.582 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.136,RCNN_Mask=0.292,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.128,MaskAcc=0.849,MaskFGAcc=0.543
[Epoch 1][Batch 10699], Speed: 6.659 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.135,RCNN_Mask=0.292,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.127,MaskAcc=0.849,MaskFGAcc=0.543
[Epoch 1][Batch 10799], Speed: 6.648 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.135,RCNN_Mask=0.292,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.126,MaskAcc=0.849,MaskFGAcc=0.543
[Epoch 1][Batch 10899], Speed: 6.662 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.135,RCNN_Mask=0.292,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.908,RCNNL1Loss=1.125,MaskAcc=0.849,MaskFGAcc=0.542
[Epoch 1][Batch 10999], Speed: 6.619 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.135,RCNN_Mask=0.292,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.124,MaskAcc=0.849,MaskFGAcc=0.542
[Epoch 1][Batch 11099], Speed: 6.674 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.124,MaskAcc=0.849,MaskFGAcc=0.542
[Epoch 1][Batch 11199], Speed: 6.686 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.123,MaskAcc=0.849,MaskFGAcc=0.542
[Epoch 1][Batch 11299], Speed: 6.652 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.122,MaskAcc=0.849,MaskFGAcc=0.542
[Epoch 1][Batch 11399], Speed: 6.596 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.908,RCNNL1Loss=1.121,MaskAcc=0.850,MaskFGAcc=0.542
[Epoch 1][Batch 11499], Speed: 6.679 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.121,MaskAcc=0.850,MaskFGAcc=0.542
[Epoch 1][Batch 11599], Speed: 6.661 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.120,MaskAcc=0.850,MaskFGAcc=0.542
[Epoch 1][Batch 11699], Speed: 6.669 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.119,MaskAcc=0.850,MaskFGAcc=0.542
[Epoch 1][Batch 11799], Speed: 6.695 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.118,MaskAcc=0.850,MaskFGAcc=0.542
[Epoch 1][Batch 11899], Speed: 6.633 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.118,MaskAcc=0.850,MaskFGAcc=0.541
[Epoch 1][Batch 11999], Speed: 6.632 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.908,RCNNL1Loss=1.117,MaskAcc=0.850,MaskFGAcc=0.541
[Epoch 1][Batch 12099], Speed: 6.608 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.908,RCNNL1Loss=1.116,MaskAcc=0.850,MaskFGAcc=0.541
[Epoch 1][Batch 12199], Speed: 6.634 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.908,RCNNL1Loss=1.116,MaskAcc=0.850,MaskFGAcc=0.541
[Epoch 1][Batch 12299], Speed: 6.716 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.908,RCNNL1Loss=1.115,MaskAcc=0.850,MaskFGAcc=0.541
[Epoch 1][Batch 12399], Speed: 6.592 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.908,RCNNL1Loss=1.114,MaskAcc=0.850,MaskFGAcc=0.541
[Epoch 1][Batch 12499], Speed: 6.660 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.908,RCNNL1Loss=1.113,MaskAcc=0.850,MaskFGAcc=0.541
[Epoch 1][Batch 12599], Speed: 6.650 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.908,RCNNL1Loss=1.113,MaskAcc=0.850,MaskFGAcc=0.541
[Epoch 1][Batch 12699], Speed: 6.634 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.908,RCNNL1Loss=1.112,MaskAcc=0.850,MaskFGAcc=0.540
[Epoch 1][Batch 12799], Speed: 6.632 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.908,RCNNL1Loss=1.111,MaskAcc=0.850,MaskFGAcc=0.540
[Epoch 1][Batch 12899], Speed: 6.672 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.908,RCNNL1Loss=1.110,MaskAcc=0.851,MaskFGAcc=0.540
[Epoch 1][Batch 12999], Speed: 6.690 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.908,RCNNL1Loss=1.110,MaskAcc=0.851,MaskFGAcc=0.540
[Epoch 1][Batch 13099], Speed: 6.660 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.109,MaskAcc=0.851,MaskFGAcc=0.540
[Epoch 1][Batch 13199], Speed: 6.655 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.109,MaskAcc=0.851,MaskFGAcc=0.540
[Epoch 1][Batch 13299], Speed: 6.676 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.108,MaskAcc=0.851,MaskFGAcc=0.540
[Epoch 1][Batch 13399], Speed: 6.654 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.291,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.107,MaskAcc=0.851,MaskFGAcc=0.540
[Epoch 1][Batch 13499], Speed: 6.665 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.106,MaskAcc=0.851,MaskFGAcc=0.540
[Epoch 1][Batch 13599], Speed: 6.673 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.106,MaskAcc=0.851,MaskFGAcc=0.539
[Epoch 1][Batch 13699], Speed: 6.635 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.105,MaskAcc=0.851,MaskFGAcc=0.539
[Epoch 1][Batch 13799], Speed: 6.590 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.104,MaskAcc=0.851,MaskFGAcc=0.539
[Epoch 1][Batch 13899], Speed: 6.635 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.135,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.104,MaskAcc=0.851,MaskFGAcc=0.539
[Epoch 1][Batch 13999], Speed: 6.595 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.134,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.103,MaskAcc=0.851,MaskFGAcc=0.539
[Epoch 1][Batch 14099], Speed: 6.626 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.134,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.102,MaskAcc=0.851,MaskFGAcc=0.539
[Epoch 1][Batch 14199], Speed: 6.644 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.134,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.102,MaskAcc=0.851,MaskFGAcc=0.539
[Epoch 1][Batch 14299], Speed: 6.601 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.134,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.101,MaskAcc=0.852,MaskFGAcc=0.539
[Epoch 1][Batch 14399], Speed: 6.659 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.134,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.100,MaskAcc=0.852,MaskFGAcc=0.539
[Epoch 1][Batch 14499], Speed: 6.700 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.134,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.100,MaskAcc=0.852,MaskFGAcc=0.539
[Epoch 1][Batch 14599], Speed: 6.555 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.134,RCNN_Mask=0.290,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.909,RCNNL1Loss=1.099,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 1] Training cost: 17645.412, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.134,RCNN_Mask=0.290
[Epoch 1] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.267
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.472
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.271
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.166
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.305
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.321
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.257
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.447
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.484
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.326
 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 ] = 0.586
~~~~ Mean AP for bbox ~~~~
=26.7
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.258
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.446
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.264
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.144
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.295
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.331
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.255
 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 ] = 0.454
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.282
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.500
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.580
~~~~ Mean AP for segm ~~~~
=25.8
[Epoch 1] mAP 25.8 higher than current best [0] saving to mask_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 1] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0001_25.8000.params
[Epoch 2][Batch 99], Speed: 6.246 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.266,RCNN_SmoothL1=0.131,RCNN_Mask=0.282,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.098,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 2][Batch 199], Speed: 6.627 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.127,RCNN_Mask=0.274,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.098,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 2][Batch 299], Speed: 6.735 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.129,RCNN_Mask=0.273,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.097,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 2][Batch 399], Speed: 6.649 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.129,RCNN_Mask=0.273,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.909,RCNNL1Loss=1.096,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 2][Batch 499], Speed: 6.684 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.129,RCNN_Mask=0.275,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.909,RCNNL1Loss=1.095,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 2][Batch 599], Speed: 6.598 samples/sec, RPN_Conf=0.041,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.264,RCNN_SmoothL1=0.130,RCNN_Mask=0.276,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.909,RCNNL1Loss=1.095,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 2][Batch 699], Speed: 6.679 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.264,RCNN_SmoothL1=0.130,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.909,RCNNL1Loss=1.094,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 2][Batch 799], Speed: 6.670 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.264,RCNN_SmoothL1=0.130,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.909,RCNNL1Loss=1.093,MaskAcc=0.852,MaskFGAcc=0.538
[Epoch 2][Batch 899], Speed: 6.654 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.129,RCNN_Mask=0.276,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.909,RCNNL1Loss=1.093,MaskAcc=0.852,MaskFGAcc=0.537
[Epoch 2][Batch 999], Speed: 6.646 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.129,RCNN_Mask=0.276,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.909,RCNNL1Loss=1.092,MaskAcc=0.852,MaskFGAcc=0.537
[Epoch 2][Batch 1099], Speed: 6.624 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.129,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.909,RCNNL1Loss=1.091,MaskAcc=0.852,MaskFGAcc=0.537
[Epoch 2][Batch 1199], Speed: 6.643 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.129,RCNN_Mask=0.276,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.909,RCNNL1Loss=1.091,MaskAcc=0.853,MaskFGAcc=0.537
[Epoch 2][Batch 1299], Speed: 6.612 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.129,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.909,RCNNL1Loss=1.090,MaskAcc=0.853,MaskFGAcc=0.537
[Epoch 2][Batch 1399], Speed: 6.687 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.263,RCNN_SmoothL1=0.130,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.909,RCNNL1Loss=1.089,MaskAcc=0.853,MaskFGAcc=0.537
[Epoch 2][Batch 1499], Speed: 6.683 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.263,RCNN_SmoothL1=0.129,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.909,RCNNL1Loss=1.089,MaskAcc=0.853,MaskFGAcc=0.537
[Epoch 2][Batch 1599], Speed: 6.694 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.263,RCNN_SmoothL1=0.129,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.909,RCNNL1Loss=1.088,MaskAcc=0.853,MaskFGAcc=0.537
[Epoch 2][Batch 1699], Speed: 6.679 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.264,RCNN_SmoothL1=0.129,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.909,RCNNL1Loss=1.087,MaskAcc=0.853,MaskFGAcc=0.537
[Epoch 2][Batch 1799], Speed: 6.708 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.129,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.909,RCNNL1Loss=1.087,MaskAcc=0.853,MaskFGAcc=0.537
[Epoch 2][Batch 1899], Speed: 6.666 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.261,RCNN_SmoothL1=0.128,RCNN_Mask=0.276,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.909,RCNNL1Loss=1.086,MaskAcc=0.853,MaskFGAcc=0.537
[Epoch 2][Batch 1999], Speed: 6.739 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.261,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.909,RCNNL1Loss=1.086,MaskAcc=0.853,MaskFGAcc=0.536
[Epoch 2][Batch 2099], Speed: 6.675 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.261,RCNN_SmoothL1=0.128,RCNN_Mask=0.276,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.085,MaskAcc=0.853,MaskFGAcc=0.536
[Epoch 2][Batch 2199], Speed: 6.685 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.276,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.084,MaskAcc=0.853,MaskFGAcc=0.536
[Epoch 2][Batch 2299], Speed: 6.607 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.084,MaskAcc=0.853,MaskFGAcc=0.536
[Epoch 2][Batch 2399], Speed: 6.696 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.276,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.083,MaskAcc=0.853,MaskFGAcc=0.536
[Epoch 2][Batch 2499], Speed: 6.648 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.980,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.082,MaskAcc=0.853,MaskFGAcc=0.536
[Epoch 2][Batch 2599], Speed: 6.724 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.082,MaskAcc=0.853,MaskFGAcc=0.536
[Epoch 2][Batch 2699], Speed: 6.679 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.081,MaskAcc=0.853,MaskFGAcc=0.536
[Epoch 2][Batch 2799], Speed: 6.647 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.081,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 2899], Speed: 6.668 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.261,RCNN_SmoothL1=0.128,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.080,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 2999], Speed: 6.642 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.079,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3099], Speed: 6.681 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.079,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3199], Speed: 6.662 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.078,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3299], Speed: 6.666 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.128,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.077,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3399], Speed: 6.662 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.077,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3499], Speed: 6.655 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.076,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3599], Speed: 6.659 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.076,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3699], Speed: 6.710 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.910,RCNNL1Loss=1.075,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3799], Speed: 6.703 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.074,MaskAcc=0.854,MaskFGAcc=0.535
[Epoch 2][Batch 3899], Speed: 6.639 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.074,MaskAcc=0.854,MaskFGAcc=0.534
[Epoch 2][Batch 3999], Speed: 6.650 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.073,MaskAcc=0.854,MaskFGAcc=0.534
[Epoch 2][Batch 4099], Speed: 6.613 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.073,MaskAcc=0.854,MaskFGAcc=0.534
[Epoch 2][Batch 4199], Speed: 6.692 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.072,MaskAcc=0.854,MaskFGAcc=0.534
[Epoch 2][Batch 4299], Speed: 6.650 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.072,MaskAcc=0.854,MaskFGAcc=0.534
[Epoch 2][Batch 4399], Speed: 6.634 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.910,RCNNL1Loss=1.071,MaskAcc=0.854,MaskFGAcc=0.534
[Epoch 2][Batch 4499], Speed: 6.700 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.910,RCNNL1Loss=1.071,MaskAcc=0.855,MaskFGAcc=0.534
[Epoch 2][Batch 4599], Speed: 6.717 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.910,RCNNL1Loss=1.070,MaskAcc=0.855,MaskFGAcc=0.534
[Epoch 2][Batch 4699], Speed: 6.664 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.910,RCNNL1Loss=1.069,MaskAcc=0.855,MaskFGAcc=0.534
[Epoch 2][Batch 4799], Speed: 6.678 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.910,RCNNL1Loss=1.069,MaskAcc=0.855,MaskFGAcc=0.534
[Epoch 2][Batch 4899], Speed: 6.669 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.910,RCNNL1Loss=1.068,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 4999], Speed: 6.652 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.910,RCNNL1Loss=1.068,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5099], Speed: 6.673 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.910,RCNNL1Loss=1.067,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5199], Speed: 6.678 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.910,RCNNL1Loss=1.067,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5299], Speed: 6.666 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.910,RCNNL1Loss=1.066,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5399], Speed: 6.641 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.910,RCNNL1Loss=1.066,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5499], Speed: 6.615 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.127,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.910,RCNNL1Loss=1.065,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5599], Speed: 6.658 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.910,RCNNL1Loss=1.064,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5699], Speed: 6.663 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.910,RCNNL1Loss=1.064,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5799], Speed: 6.655 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.063,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5899], Speed: 6.663 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.063,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 5999], Speed: 6.594 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.277,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.062,MaskAcc=0.855,MaskFGAcc=0.533
[Epoch 2][Batch 6099], Speed: 6.628 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.062,MaskAcc=0.855,MaskFGAcc=0.532
[Epoch 2][Batch 6199], Speed: 6.711 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.061,MaskAcc=0.855,MaskFGAcc=0.532
[Epoch 2][Batch 6299], Speed: 6.681 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.061,MaskAcc=0.855,MaskFGAcc=0.532
[Epoch 2][Batch 6399], Speed: 6.643 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.060,MaskAcc=0.856,MaskFGAcc=0.532
[Epoch 2][Batch 6499], Speed: 6.606 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.060,MaskAcc=0.856,MaskFGAcc=0.532
[Epoch 2][Batch 6599], Speed: 6.690 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.059,MaskAcc=0.856,MaskFGAcc=0.532
[Epoch 2][Batch 6699], Speed: 6.692 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.058,MaskAcc=0.856,MaskFGAcc=0.532
[Epoch 2][Batch 6799], Speed: 6.686 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.058,MaskAcc=0.856,MaskFGAcc=0.532
[Epoch 2][Batch 6899], Speed: 6.702 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.058,MaskAcc=0.856,MaskFGAcc=0.532
[Epoch 2][Batch 6999], Speed: 6.678 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.057,MaskAcc=0.856,MaskFGAcc=0.532
[Epoch 2][Batch 7099], Speed: 6.693 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.057,MaskAcc=0.856,MaskFGAcc=0.532
[Epoch 2][Batch 7199], Speed: 6.669 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.056,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 7299], Speed: 6.610 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.056,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 7399], Speed: 6.679 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.055,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 7499], Speed: 6.646 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.055,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 7599], Speed: 6.640 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.054,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 7699], Speed: 6.680 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.054,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 7799], Speed: 6.698 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.053,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 7899], Speed: 6.669 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.053,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 7999], Speed: 6.677 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.052,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 8099], Speed: 6.667 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.052,MaskAcc=0.856,MaskFGAcc=0.531
[Epoch 2][Batch 8199], Speed: 6.671 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.051,MaskAcc=0.856,MaskFGAcc=0.530
[Epoch 2][Batch 8299], Speed: 6.618 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.911,RCNNL1Loss=1.051,MaskAcc=0.856,MaskFGAcc=0.530
[Epoch 2][Batch 8399], Speed: 6.657 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.050,MaskAcc=0.856,MaskFGAcc=0.530
[Epoch 2][Batch 8499], Speed: 6.647 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.050,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 8599], Speed: 6.672 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.049,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 8699], Speed: 6.684 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.049,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 8799], Speed: 6.645 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.048,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 8899], Speed: 6.673 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.048,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 8999], Speed: 6.629 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.047,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 9099], Speed: 6.646 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.047,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 9199], Speed: 6.678 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.911,RCNNL1Loss=1.047,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 9299], Speed: 6.660 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.911,RCNNL1Loss=1.046,MaskAcc=0.857,MaskFGAcc=0.530
[Epoch 2][Batch 9399], Speed: 6.712 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.911,RCNNL1Loss=1.046,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 9499], Speed: 6.698 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.911,RCNNL1Loss=1.045,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 9599], Speed: 6.661 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.911,RCNNL1Loss=1.045,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 9699], Speed: 6.622 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.911,RCNNL1Loss=1.044,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 9799], Speed: 6.656 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.911,RCNNL1Loss=1.044,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 9899], Speed: 6.642 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.911,RCNNL1Loss=1.043,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 9999], Speed: 6.661 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.911,RCNNL1Loss=1.043,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 10099], Speed: 6.677 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.911,RCNNL1Loss=1.043,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 10199], Speed: 6.621 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.911,RCNNL1Loss=1.042,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 10299], Speed: 6.657 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.911,RCNNL1Loss=1.042,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 10399], Speed: 6.638 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.911,RCNNL1Loss=1.041,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 10499], Speed: 6.675 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.041,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 10599], Speed: 6.666 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.040,MaskAcc=0.857,MaskFGAcc=0.529
[Epoch 2][Batch 10699], Speed: 6.639 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.040,MaskAcc=0.857,MaskFGAcc=0.528
[Epoch 2][Batch 10799], Speed: 6.670 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.040,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 10899], Speed: 6.652 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.039,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 10999], Speed: 6.687 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.039,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11099], Speed: 6.624 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.038,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11199], Speed: 6.705 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.038,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11299], Speed: 6.711 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.038,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11399], Speed: 6.652 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.037,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11499], Speed: 6.711 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.981,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.037,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11599], Speed: 6.594 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.036,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11699], Speed: 6.493 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.912,RCNNL1Loss=1.036,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11799], Speed: 6.601 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.036,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11899], Speed: 6.643 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.035,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 11999], Speed: 6.695 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.035,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 12099], Speed: 6.659 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.034,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 12199], Speed: 6.685 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.034,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 12299], Speed: 6.732 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.126,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.034,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 12399], Speed: 6.638 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.033,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 12499], Speed: 6.668 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.033,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 12599], Speed: 6.652 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.032,MaskAcc=0.858,MaskFGAcc=0.528
[Epoch 2][Batch 12699], Speed: 6.632 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.912,RCNNL1Loss=1.032,MaskAcc=0.858,MaskFGAcc=0.527
[Epoch 2][Batch 12799], Speed: 6.653 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.031,MaskAcc=0.858,MaskFGAcc=0.527
[Epoch 2][Batch 12899], Speed: 6.618 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.031,MaskAcc=0.858,MaskFGAcc=0.527
[Epoch 2][Batch 12999], Speed: 6.711 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.031,MaskAcc=0.858,MaskFGAcc=0.527
[Epoch 2][Batch 13099], Speed: 6.644 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.030,MaskAcc=0.858,MaskFGAcc=0.527
[Epoch 2][Batch 13199], Speed: 6.675 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.030,MaskAcc=0.858,MaskFGAcc=0.527
[Epoch 2][Batch 13299], Speed: 6.678 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.029,MaskAcc=0.859,MaskFGAcc=0.527
[Epoch 2][Batch 13399], Speed: 6.603 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.029,MaskAcc=0.859,MaskFGAcc=0.527
[Epoch 2][Batch 13499], Speed: 6.574 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.276,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.029,MaskAcc=0.859,MaskFGAcc=0.527
[Epoch 2][Batch 13599], Speed: 6.698 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.028,MaskAcc=0.859,MaskFGAcc=0.527
[Epoch 2][Batch 13699], Speed: 6.735 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.912,RCNNL1Loss=1.028,MaskAcc=0.859,MaskFGAcc=0.527
[Epoch 2][Batch 13799], Speed: 6.595 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.027,MaskAcc=0.859,MaskFGAcc=0.527
[Epoch 2][Batch 13899], Speed: 6.646 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.027,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 2][Batch 13999], Speed: 6.680 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.027,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 2][Batch 14099], Speed: 6.667 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.026,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 2][Batch 14199], Speed: 6.699 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.026,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 2][Batch 14299], Speed: 6.639 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.025,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 2][Batch 14399], Speed: 6.666 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.025,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 2][Batch 14499], Speed: 6.710 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.025,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 2][Batch 14599], Speed: 6.712 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.912,RCNNL1Loss=1.024,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 2] Training cost: 17609.387, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.125,RCNN_Mask=0.275
[Epoch 2] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0002_0.0000.params
[Epoch 3][Batch 99], Speed: 6.179 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.124,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.024,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 3][Batch 199], Speed: 6.683 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.122,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.023,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 3][Batch 299], Speed: 6.694 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.121,RCNN_Mask=0.268,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.023,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 3][Batch 399], Speed: 6.640 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.121,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.023,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 3][Batch 499], Speed: 6.639 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.268,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.022,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 3][Batch 599], Speed: 6.627 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.022,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 3][Batch 699], Speed: 6.663 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.021,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 3][Batch 799], Speed: 6.670 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.021,MaskAcc=0.859,MaskFGAcc=0.526
[Epoch 3][Batch 899], Speed: 6.690 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.121,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.912,RCNNL1Loss=1.020,MaskAcc=0.859,MaskFGAcc=0.525
[Epoch 3][Batch 999], Speed: 6.656 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.121,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.020,MaskAcc=0.859,MaskFGAcc=0.525
[Epoch 3][Batch 1099], Speed: 6.630 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.020,MaskAcc=0.859,MaskFGAcc=0.525
[Epoch 3][Batch 1199], Speed: 6.633 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.019,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 1299], Speed: 6.648 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.019,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 1399], Speed: 6.677 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.018,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 1499], Speed: 6.644 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.018,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 1599], Speed: 6.656 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.018,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 1699], Speed: 6.668 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.017,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 1799], Speed: 6.646 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.122,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.017,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 1899], Speed: 6.647 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.017,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 1999], Speed: 6.610 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.016,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 2099], Speed: 6.654 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.016,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 2199], Speed: 6.632 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.015,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 2299], Speed: 6.627 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.015,MaskAcc=0.860,MaskFGAcc=0.525
[Epoch 3][Batch 2399], Speed: 6.684 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.015,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 2499], Speed: 6.666 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.014,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 2599], Speed: 6.674 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.014,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 2699], Speed: 6.621 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.013,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 2799], Speed: 6.753 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.013,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 2899], Speed: 6.650 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.266,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.913,RCNNL1Loss=1.013,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 2999], Speed: 6.657 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.012,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 3099], Speed: 6.646 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.012,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 3199], Speed: 6.636 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.012,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 3299], Speed: 6.657 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.011,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 3399], Speed: 6.616 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.011,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 3499], Speed: 6.718 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.010,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 3599], Speed: 6.652 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.010,MaskAcc=0.860,MaskFGAcc=0.524
[Epoch 3][Batch 3699], Speed: 6.672 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.010,MaskAcc=0.860,MaskFGAcc=0.523
[Epoch 3][Batch 3799], Speed: 6.687 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.009,MaskAcc=0.860,MaskFGAcc=0.523
[Epoch 3][Batch 3899], Speed: 6.672 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.913,RCNNL1Loss=1.009,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 3999], Speed: 6.616 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.009,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4099], Speed: 6.692 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.008,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4199], Speed: 6.637 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.008,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4299], Speed: 6.541 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.121,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.008,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4399], Speed: 6.667 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4499], Speed: 6.667 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4599], Speed: 6.641 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.007,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4699], Speed: 6.638 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.006,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4799], Speed: 6.692 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.006,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4899], Speed: 6.701 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.006,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 4999], Speed: 6.664 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.913,RCNNL1Loss=1.005,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 5099], Speed: 6.729 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.005,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 5199], Speed: 6.656 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.005,MaskAcc=0.861,MaskFGAcc=0.523
[Epoch 3][Batch 5299], Speed: 6.610 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.004,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 5399], Speed: 6.702 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.004,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 5499], Speed: 6.569 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.003,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 5599], Speed: 6.663 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.003,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 5699], Speed: 6.628 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.003,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 5799], Speed: 6.700 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.002,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 5899], Speed: 6.675 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.002,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 5999], Speed: 6.682 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.913,RCNNL1Loss=1.002,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6099], Speed: 6.649 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.001,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6199], Speed: 6.636 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.001,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6299], Speed: 6.676 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.001,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6399], Speed: 6.668 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.000,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6499], Speed: 6.647 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.000,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6599], Speed: 6.710 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.000,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6699], Speed: 6.608 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=0.999,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6799], Speed: 6.676 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=0.999,MaskAcc=0.861,MaskFGAcc=0.522
[Epoch 3][Batch 6899], Speed: 6.631 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=0.999,MaskAcc=0.862,MaskFGAcc=0.522
[Epoch 3][Batch 6999], Speed: 6.597 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=0.998,MaskAcc=0.862,MaskFGAcc=0.522
[Epoch 3][Batch 7099], Speed: 6.653 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=0.998,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7199], Speed: 6.685 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=0.998,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7299], Speed: 6.682 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=0.997,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7399], Speed: 6.524 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.997,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7499], Speed: 6.627 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.997,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7599], Speed: 6.682 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7699], Speed: 6.714 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7799], Speed: 6.622 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7899], Speed: 6.650 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.996,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 7999], Speed: 6.641 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.995,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8099], Speed: 6.618 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.995,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8199], Speed: 6.689 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.995,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8299], Speed: 6.652 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.994,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8399], Speed: 6.592 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=0.994,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8499], Speed: 6.677 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.994,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8599], Speed: 6.627 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.982,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8699], Speed: 6.665 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8799], Speed: 6.646 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.993,MaskAcc=0.862,MaskFGAcc=0.521
[Epoch 3][Batch 8899], Speed: 6.659 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 8999], Speed: 6.625 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9099], Speed: 6.667 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9199], Speed: 6.682 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.992,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9299], Speed: 6.663 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.991,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9399], Speed: 6.648 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.991,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9499], Speed: 6.664 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.991,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9599], Speed: 6.675 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.914,RCNNL1Loss=0.990,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9699], Speed: 6.717 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.990,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9799], Speed: 6.665 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.990,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9899], Speed: 6.600 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.989,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 9999], Speed: 6.669 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.989,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 10099], Speed: 6.741 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.989,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 10199], Speed: 6.649 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.989,MaskAcc=0.862,MaskFGAcc=0.520
[Epoch 3][Batch 10299], Speed: 6.661 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.988,MaskAcc=0.863,MaskFGAcc=0.520
[Epoch 3][Batch 10399], Speed: 6.674 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.988,MaskAcc=0.863,MaskFGAcc=0.520
[Epoch 3][Batch 10499], Speed: 6.649 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.988,MaskAcc=0.863,MaskFGAcc=0.520
[Epoch 3][Batch 10599], Speed: 6.682 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 10699], Speed: 6.672 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 10799], Speed: 6.637 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 10899], Speed: 6.662 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.914,RCNNL1Loss=0.987,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 10999], Speed: 6.634 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11099], Speed: 6.661 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11199], Speed: 6.674 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11299], Speed: 6.644 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.986,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11399], Speed: 6.717 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11499], Speed: 6.642 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11599], Speed: 6.710 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.985,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11699], Speed: 6.668 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11799], Speed: 6.657 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11899], Speed: 6.709 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 11999], Speed: 6.665 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.984,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 12099], Speed: 6.606 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.983,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 12199], Speed: 6.666 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.914,RCNNL1Loss=0.983,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 12299], Speed: 6.692 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.983,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 12399], Speed: 6.588 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 12499], Speed: 6.661 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 12599], Speed: 6.675 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 12699], Speed: 6.637 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.982,MaskAcc=0.863,MaskFGAcc=0.519
[Epoch 3][Batch 12799], Speed: 6.722 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 12899], Speed: 6.675 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 12999], Speed: 6.634 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.981,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13099], Speed: 6.675 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13199], Speed: 6.658 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13299], Speed: 6.632 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.914,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13399], Speed: 6.623 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.980,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13499], Speed: 6.622 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13599], Speed: 6.629 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13699], Speed: 6.675 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13799], Speed: 6.667 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.979,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13899], Speed: 6.638 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.978,MaskAcc=0.863,MaskFGAcc=0.518
[Epoch 3][Batch 13999], Speed: 6.680 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 3][Batch 14099], Speed: 6.743 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.978,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 3][Batch 14199], Speed: 6.655 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.267,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 3][Batch 14299], Speed: 6.680 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 3][Batch 14399], Speed: 6.625 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 3][Batch 14499], Speed: 6.622 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.977,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 3][Batch 14599], Speed: 6.653 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.120,RCNN_Mask=0.266,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 3] Training cost: 17625.873, RPN_Conf=0.037,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.120,RCNN_Mask=0.266
[Epoch 3] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.305
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.511
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.325
 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 ] = 0.342
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.382
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.281
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.467
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.502
 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 ] = 0.538
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.623
~~~~ Mean AP for bbox ~~~~
=30.5
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.288
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.482
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.302
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157
 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 ] = 0.384
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.273
 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 ] = 0.292
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.612
~~~~ Mean AP for segm ~~~~
=28.8
[Epoch 3] mAP 28.8 higher than current best [25.8] saving to mask_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 3] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0003_28.8000.params
[Epoch 4][Batch 99], Speed: 6.228 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.118,RCNN_Mask=0.262,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 4][Batch 199], Speed: 6.730 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.976,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 4][Batch 299], Speed: 6.669 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.975,MaskAcc=0.864,MaskFGAcc=0.518
[Epoch 4][Batch 399], Speed: 6.708 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.975,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 499], Speed: 6.678 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.114,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.975,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 599], Speed: 6.653 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 699], Speed: 6.710 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 799], Speed: 6.651 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.114,RCNN_Mask=0.258,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.974,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 899], Speed: 6.699 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 999], Speed: 6.659 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1099], Speed: 6.660 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.114,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1199], Speed: 6.597 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.973,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1299], Speed: 6.611 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1399], Speed: 6.627 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.915,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1499], Speed: 6.616 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.972,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1599], Speed: 6.667 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1699], Speed: 6.667 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1799], Speed: 6.672 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1899], Speed: 6.690 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.971,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 1999], Speed: 6.675 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 2099], Speed: 6.649 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 2199], Speed: 6.694 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.970,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 2299], Speed: 6.687 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.969,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 2399], Speed: 6.597 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.969,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 2499], Speed: 6.673 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.969,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 2599], Speed: 6.616 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.969,MaskAcc=0.864,MaskFGAcc=0.517
[Epoch 4][Batch 2699], Speed: 6.678 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.915,RCNNL1Loss=0.968,MaskAcc=0.864,MaskFGAcc=0.516
[Epoch 4][Batch 2799], Speed: 6.639 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.968,MaskAcc=0.864,MaskFGAcc=0.516
[Epoch 4][Batch 2899], Speed: 6.635 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.968,MaskAcc=0.864,MaskFGAcc=0.516
[Epoch 4][Batch 2999], Speed: 6.651 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3099], Speed: 6.645 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3199], Speed: 6.622 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3299], Speed: 6.621 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.232,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.967,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3399], Speed: 6.701 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3499], Speed: 6.667 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.115,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3599], Speed: 6.686 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.259,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3699], Speed: 6.716 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.966,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3799], Speed: 6.672 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3899], Speed: 6.650 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 3999], Speed: 6.661 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4099], Speed: 6.642 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.965,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4199], Speed: 6.683 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.915,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4299], Speed: 6.597 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4399], Speed: 6.712 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4499], Speed: 6.630 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.964,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4599], Speed: 6.573 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4699], Speed: 6.625 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4799], Speed: 6.676 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4899], Speed: 6.636 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.963,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 4999], Speed: 6.661 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 5099], Speed: 6.585 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 5199], Speed: 6.681 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.233,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 5299], Speed: 6.681 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.962,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 5399], Speed: 6.635 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.915,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 5499], Speed: 6.672 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.516
[Epoch 4][Batch 5599], Speed: 6.701 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 5699], Speed: 6.661 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.961,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 5799], Speed: 6.646 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 5899], Speed: 6.628 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 5999], Speed: 6.646 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6099], Speed: 6.660 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.960,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6199], Speed: 6.737 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.959,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6299], Speed: 6.621 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.959,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6399], Speed: 6.663 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.959,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6499], Speed: 6.657 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.959,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6599], Speed: 6.688 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.958,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6699], Speed: 6.627 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.958,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6799], Speed: 6.643 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.958,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6899], Speed: 6.692 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.958,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 6999], Speed: 6.695 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.957,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 7099], Speed: 6.707 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.957,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 7199], Speed: 6.678 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.957,MaskAcc=0.865,MaskFGAcc=0.515
[Epoch 4][Batch 7299], Speed: 6.687 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.957,MaskAcc=0.866,MaskFGAcc=0.515
[Epoch 4][Batch 7399], Speed: 6.734 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.515
[Epoch 4][Batch 7499], Speed: 6.690 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.515
[Epoch 4][Batch 7599], Speed: 6.741 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.515
[Epoch 4][Batch 7699], Speed: 6.646 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.515
[Epoch 4][Batch 7799], Speed: 6.641 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.956,MaskAcc=0.866,MaskFGAcc=0.515
[Epoch 4][Batch 7899], Speed: 6.633 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.515
[Epoch 4][Batch 7999], Speed: 6.665 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.515
[Epoch 4][Batch 8099], Speed: 6.664 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8199], Speed: 6.697 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8299], Speed: 6.642 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.955,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8399], Speed: 6.624 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8499], Speed: 6.683 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8599], Speed: 6.718 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8699], Speed: 6.682 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8799], Speed: 6.662 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.954,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8899], Speed: 6.708 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 8999], Speed: 6.639 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9099], Speed: 6.657 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9199], Speed: 6.688 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.953,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9299], Speed: 6.565 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9399], Speed: 6.604 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9499], Speed: 6.695 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9599], Speed: 6.695 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9699], Speed: 6.662 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.952,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9799], Speed: 6.671 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9899], Speed: 6.654 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 9999], Speed: 6.656 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 10099], Speed: 6.717 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.951,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 10199], Speed: 6.624 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.916,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 10299], Speed: 6.660 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 10399], Speed: 6.612 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 10499], Speed: 6.663 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.950,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 10599], Speed: 6.700 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.514
[Epoch 4][Batch 10699], Speed: 6.588 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 10799], Speed: 6.633 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 10899], Speed: 6.635 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 10999], Speed: 6.635 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.949,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11099], Speed: 6.676 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.983,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.948,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11199], Speed: 6.629 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.948,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11299], Speed: 6.674 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.948,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11399], Speed: 6.644 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.948,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11499], Speed: 6.663 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.948,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11599], Speed: 6.601 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.947,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11699], Speed: 6.654 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.947,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11799], Speed: 6.683 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.916,RCNNL1Loss=0.947,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11899], Speed: 6.666 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.947,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 11999], Speed: 6.636 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.947,MaskAcc=0.866,MaskFGAcc=0.513
[Epoch 4][Batch 12099], Speed: 6.644 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12199], Speed: 6.652 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12299], Speed: 6.698 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12399], Speed: 6.659 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12499], Speed: 6.657 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.946,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12599], Speed: 6.640 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12699], Speed: 6.762 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12799], Speed: 6.704 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12899], Speed: 6.628 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 12999], Speed: 6.624 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.945,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13099], Speed: 6.657 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13199], Speed: 6.568 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13299], Speed: 6.606 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13399], Speed: 6.653 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13499], Speed: 6.613 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.916,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13599], Speed: 6.654 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.916,RCNNL1Loss=0.944,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13699], Speed: 6.673 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.916,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13799], Speed: 6.715 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.916,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13899], Speed: 6.669 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.916,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 13999], Speed: 6.657 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.916,RCNNL1Loss=0.943,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 14099], Speed: 6.699 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 14199], Speed: 6.651 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 14299], Speed: 6.666 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 14399], Speed: 6.656 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 14499], Speed: 6.710 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.513
[Epoch 4][Batch 14599], Speed: 6.694 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.942,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 4] Training cost: 17615.243, RPN_Conf=0.035,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.116,RCNN_Mask=0.260
[Epoch 4] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0004_0.0000.params
[Epoch 5][Batch 99], Speed: 6.264 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.112,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 199], Speed: 6.622 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 299], Speed: 6.668 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.941,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 399], Speed: 6.742 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 499], Speed: 6.633 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.116,RCNN_Mask=0.257,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 599], Speed: 6.612 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 699], Speed: 6.641 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.115,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 799], Speed: 6.673 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.115,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.940,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 899], Speed: 6.666 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.115,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 999], Speed: 6.659 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1099], Speed: 6.679 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1199], Speed: 6.695 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.114,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.939,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1299], Speed: 6.681 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1399], Speed: 6.624 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.114,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1499], Speed: 6.661 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1599], Speed: 6.701 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1699], Speed: 6.683 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.938,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1799], Speed: 6.673 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.937,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1899], Speed: 6.690 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.937,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 1999], Speed: 6.680 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.937,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 2099], Speed: 6.592 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.937,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 2199], Speed: 6.686 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.936,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 2299], Speed: 6.669 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.936,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 2399], Speed: 6.618 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.936,MaskAcc=0.867,MaskFGAcc=0.512
[Epoch 5][Batch 2499], Speed: 6.625 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 2599], Speed: 6.670 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.936,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 2699], Speed: 6.648 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 2799], Speed: 6.666 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 2899], Speed: 6.638 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 2999], Speed: 6.636 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.935,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3099], Speed: 6.594 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3199], Speed: 6.692 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3299], Speed: 6.676 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3399], Speed: 6.667 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3499], Speed: 6.658 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.934,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3599], Speed: 6.626 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3699], Speed: 6.738 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.917,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3799], Speed: 6.627 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3899], Speed: 6.637 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 3999], Speed: 6.613 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4099], Speed: 6.684 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.933,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4199], Speed: 6.613 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4299], Speed: 6.549 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4399], Speed: 6.662 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4499], Speed: 6.658 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4599], Speed: 6.624 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.932,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4699], Speed: 6.695 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.255,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4799], Speed: 6.622 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4899], Speed: 6.594 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 4999], Speed: 6.630 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 5099], Speed: 6.660 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.931,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 5199], Speed: 6.615 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 5299], Speed: 6.584 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 5399], Speed: 6.658 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 5499], Speed: 6.607 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 5599], Speed: 6.629 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.917,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 5699], Speed: 6.692 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.930,MaskAcc=0.868,MaskFGAcc=0.511
[Epoch 5][Batch 5799], Speed: 6.594 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 5899], Speed: 6.692 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 5999], Speed: 6.611 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6099], Speed: 6.680 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6199], Speed: 6.693 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.929,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6299], Speed: 6.669 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6399], Speed: 6.636 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6499], Speed: 6.713 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6599], Speed: 6.658 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6699], Speed: 6.640 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6799], Speed: 6.607 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.928,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6899], Speed: 6.673 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.927,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 6999], Speed: 6.647 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.927,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7099], Speed: 6.705 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.927,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7199], Speed: 6.615 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.927,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7299], Speed: 6.661 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.927,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7399], Speed: 6.633 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.917,RCNNL1Loss=0.926,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7499], Speed: 6.694 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.926,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7599], Speed: 6.687 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.926,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7699], Speed: 6.660 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.926,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7799], Speed: 6.696 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.926,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7899], Speed: 6.650 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.926,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 7999], Speed: 6.615 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.925,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 8099], Speed: 6.640 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.925,MaskAcc=0.868,MaskFGAcc=0.510
[Epoch 5][Batch 8199], Speed: 6.666 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 8299], Speed: 6.651 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 8399], Speed: 6.647 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.925,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 8499], Speed: 6.672 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.917,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 8599], Speed: 6.629 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 8699], Speed: 6.655 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 8799], Speed: 6.666 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 8899], Speed: 6.625 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 8999], Speed: 6.681 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.924,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 9099], Speed: 6.630 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 9199], Speed: 6.602 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 9299], Speed: 6.728 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.510
[Epoch 5][Batch 9399], Speed: 6.711 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 9499], Speed: 6.653 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 9599], Speed: 6.640 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.923,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 9699], Speed: 6.717 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 9799], Speed: 6.593 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 9899], Speed: 6.645 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 9999], Speed: 6.689 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10099], Speed: 6.663 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10199], Speed: 6.598 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10299], Speed: 6.633 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.922,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10399], Speed: 6.672 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10499], Speed: 6.653 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10599], Speed: 6.676 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10699], Speed: 6.666 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10799], Speed: 6.662 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10899], Speed: 6.605 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.921,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 10999], Speed: 6.614 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11099], Speed: 6.659 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11199], Speed: 6.696 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11299], Speed: 6.629 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11399], Speed: 6.724 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11499], Speed: 6.651 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.920,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11599], Speed: 6.646 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11699], Speed: 6.711 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11799], Speed: 6.742 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11899], Speed: 6.653 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 11999], Speed: 6.697 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12099], Speed: 6.711 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.919,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12199], Speed: 6.709 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12299], Speed: 6.691 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12399], Speed: 6.728 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12499], Speed: 6.599 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12599], Speed: 6.633 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12699], Speed: 6.661 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12799], Speed: 6.665 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.918,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12899], Speed: 6.693 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 12999], Speed: 6.700 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 13099], Speed: 6.709 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 13199], Speed: 6.637 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.509
[Epoch 5][Batch 13299], Speed: 6.653 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 13399], Speed: 6.676 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.917,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 13499], Speed: 6.629 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.916,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 13599], Speed: 6.673 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.916,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 13699], Speed: 6.611 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.916,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 13799], Speed: 6.690 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.916,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 13899], Speed: 6.667 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.916,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 13999], Speed: 6.708 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.916,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 14099], Speed: 6.644 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.916,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 14199], Speed: 6.694 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.915,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 14299], Speed: 6.668 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.915,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 14399], Speed: 6.619 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.915,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 14499], Speed: 6.668 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.915,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5][Batch 14599], Speed: 6.698 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.915,MaskAcc=0.869,MaskFGAcc=0.508
[Epoch 5] Training cost: 17621.451, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.113,RCNN_Mask=0.256
[Epoch 5] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.315
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.526
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.341
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.356
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.393
 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 ] = 0.480
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.521
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.363
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.630
~~~~ Mean AP for bbox ~~~~
=31.5
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.294
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.495
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.309
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157
 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 ] = 0.392
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.275
 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 ] = 0.483
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.307
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.618
~~~~ Mean AP for segm ~~~~
=29.4
[Epoch 5] mAP 29.4 higher than current best [28.8] saving to mask_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 5] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0005_29.4000.params
[Epoch 6][Batch 99], Speed: 6.076 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.101,RCNN_Mask=0.253,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.915,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 199], Speed: 6.415 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.102,RCNN_Mask=0.246,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 299], Speed: 6.396 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.249,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 399], Speed: 6.404 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 499], Speed: 6.425 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 599], Speed: 6.364 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.914,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 699], Speed: 6.397 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 799], Speed: 6.425 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 899], Speed: 6.404 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.918,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 999], Speed: 6.410 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1099], Speed: 6.368 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1199], Speed: 6.387 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.913,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1299], Speed: 6.383 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1399], Speed: 6.364 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1499], Speed: 6.402 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1599], Speed: 6.389 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1699], Speed: 6.413 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.912,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1799], Speed: 6.405 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1899], Speed: 6.355 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 1999], Speed: 6.382 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2099], Speed: 6.364 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2199], Speed: 6.379 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2299], Speed: 6.358 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.911,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2399], Speed: 6.349 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2499], Speed: 6.407 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2599], Speed: 6.396 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2699], Speed: 6.393 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2799], Speed: 6.361 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.918,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2899], Speed: 6.398 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.910,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 2999], Speed: 6.446 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.508
[Epoch 6][Batch 3099], Speed: 6.379 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3199], Speed: 6.364 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3299], Speed: 6.424 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3399], Speed: 6.416 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3499], Speed: 6.352 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.909,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3599], Speed: 6.416 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3699], Speed: 6.384 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3799], Speed: 6.440 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3899], Speed: 6.281 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 3999], Speed: 6.408 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4099], Speed: 6.390 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.918,RCNNL1Loss=0.908,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4199], Speed: 6.412 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4299], Speed: 6.413 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4399], Speed: 6.431 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4499], Speed: 6.328 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4599], Speed: 6.350 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4699], Speed: 6.423 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.907,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4799], Speed: 6.444 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.906,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4899], Speed: 6.435 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.984,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.906,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 4999], Speed: 6.364 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.906,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5099], Speed: 6.410 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.906,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5199], Speed: 6.437 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.906,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5299], Speed: 6.390 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.906,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5399], Speed: 6.397 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.906,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5499], Speed: 6.402 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.905,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5599], Speed: 6.410 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.905,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5699], Speed: 6.460 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.905,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5799], Speed: 6.384 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.905,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5899], Speed: 6.422 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.905,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 5999], Speed: 6.330 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.905,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 6099], Speed: 6.421 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.904,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 6199], Speed: 6.454 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.904,MaskAcc=0.870,MaskFGAcc=0.507
[Epoch 6][Batch 6299], Speed: 6.335 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 6399], Speed: 6.327 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 6499], Speed: 6.426 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 6599], Speed: 6.387 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 6699], Speed: 6.398 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.904,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 6799], Speed: 6.430 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 6899], Speed: 6.294 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 6999], Speed: 6.377 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 7099], Speed: 6.353 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.109,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 7199], Speed: 6.372 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 7299], Speed: 6.428 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 7399], Speed: 6.409 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.903,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 7499], Speed: 6.408 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 7599], Speed: 6.400 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 7699], Speed: 6.363 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.507
[Epoch 6][Batch 7799], Speed: 6.430 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 7899], Speed: 6.355 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 7999], Speed: 6.387 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8099], Speed: 6.379 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.902,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8199], Speed: 6.399 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8299], Speed: 6.367 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8399], Speed: 6.388 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8499], Speed: 6.379 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8599], Speed: 6.361 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8699], Speed: 6.391 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8799], Speed: 6.341 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8899], Speed: 6.393 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.901,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 8999], Speed: 6.443 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9099], Speed: 6.347 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9199], Speed: 6.387 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9299], Speed: 6.343 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9399], Speed: 6.438 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9499], Speed: 6.417 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9599], Speed: 6.427 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.900,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9699], Speed: 6.406 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9799], Speed: 6.415 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9899], Speed: 6.375 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 9999], Speed: 6.422 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10099], Speed: 6.410 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10199], Speed: 6.346 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10299], Speed: 6.456 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10399], Speed: 6.446 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.899,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10499], Speed: 6.406 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10599], Speed: 6.338 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10699], Speed: 6.349 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10799], Speed: 6.387 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10899], Speed: 6.375 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 10999], Speed: 6.341 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11099], Speed: 6.401 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.898,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11199], Speed: 6.512 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11299], Speed: 6.349 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11399], Speed: 6.372 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11499], Speed: 6.389 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11599], Speed: 6.377 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11699], Speed: 6.408 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11799], Speed: 6.350 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11899], Speed: 6.319 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 11999], Speed: 6.351 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.897,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12099], Speed: 6.403 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12199], Speed: 6.300 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12299], Speed: 6.414 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.919,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12399], Speed: 6.411 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12499], Speed: 6.326 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12599], Speed: 6.354 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12699], Speed: 6.351 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.896,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12799], Speed: 6.364 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.895,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12899], Speed: 6.360 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.895,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 12999], Speed: 6.398 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.895,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13099], Speed: 6.372 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.895,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13199], Speed: 6.361 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.895,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13299], Speed: 6.397 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.895,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13399], Speed: 6.330 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.895,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13499], Speed: 6.404 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.895,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13599], Speed: 6.328 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13699], Speed: 6.335 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13799], Speed: 6.321 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13899], Speed: 6.347 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.110,RCNN_Mask=0.253,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 13999], Speed: 6.402 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.110,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 14099], Speed: 6.359 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.110,RCNN_Mask=0.253,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 14199], Speed: 6.354 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.110,RCNN_Mask=0.253,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 14299], Speed: 6.381 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 14399], Speed: 6.398 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.894,MaskAcc=0.871,MaskFGAcc=0.506
[Epoch 6][Batch 14499], Speed: 6.376 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.506
[Epoch 6][Batch 14599], Speed: 6.343 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.111,RCNN_Mask=0.253,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 6] Training cost: 18370.249, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.111,RCNN_Mask=0.253
[Epoch 6] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0006_0.0000.params
[Epoch 7][Batch 99], Speed: 5.970 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.106,RCNN_Mask=0.252,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.919,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 199], Speed: 6.409 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.251,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 299], Speed: 6.422 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 399], Speed: 6.388 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.893,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 499], Speed: 6.426 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 599], Speed: 6.386 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 699], Speed: 6.345 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 799], Speed: 6.320 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 899], Speed: 6.344 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 999], Speed: 6.404 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1099], Speed: 6.324 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.892,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1199], Speed: 6.453 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1299], Speed: 6.333 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1399], Speed: 6.388 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1499], Speed: 6.354 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1599], Speed: 6.421 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1699], Speed: 6.438 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1799], Speed: 6.326 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.891,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1899], Speed: 6.377 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 1999], Speed: 6.347 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2099], Speed: 6.357 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2199], Speed: 6.359 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2299], Speed: 6.403 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2399], Speed: 6.397 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.919,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2499], Speed: 6.329 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2599], Speed: 6.383 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.890,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2699], Speed: 6.335 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2799], Speed: 6.383 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2899], Speed: 6.368 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 2999], Speed: 6.344 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3099], Speed: 6.361 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3199], Speed: 6.397 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3299], Speed: 6.390 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.889,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3399], Speed: 6.351 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3499], Speed: 6.332 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3599], Speed: 6.362 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3699], Speed: 6.375 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3799], Speed: 6.374 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3899], Speed: 6.385 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 3999], Speed: 6.383 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.888,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4099], Speed: 6.359 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.248,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4199], Speed: 6.365 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4299], Speed: 6.400 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4399], Speed: 6.255 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4499], Speed: 6.379 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4599], Speed: 6.392 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4699], Speed: 6.366 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4799], Speed: 6.332 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.887,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4899], Speed: 6.330 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 4999], Speed: 6.271 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 5099], Speed: 6.397 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 5199], Speed: 6.384 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 5299], Speed: 6.336 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.505
[Epoch 7][Batch 5399], Speed: 6.434 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 5499], Speed: 6.355 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 5599], Speed: 6.319 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.886,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 5699], Speed: 6.336 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.885,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 5799], Speed: 6.353 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.885,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 5899], Speed: 6.362 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.885,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 5999], Speed: 6.320 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.885,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6099], Speed: 6.364 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.885,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6199], Speed: 6.321 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.885,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6299], Speed: 6.371 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.885,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6399], Speed: 6.404 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.885,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6499], Speed: 6.362 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.884,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6599], Speed: 6.365 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.884,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6699], Speed: 6.341 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.884,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6799], Speed: 6.341 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.884,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6899], Speed: 6.336 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.884,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 6999], Speed: 6.287 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.884,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7099], Speed: 6.337 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.884,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7199], Speed: 6.354 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.884,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7299], Speed: 6.317 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.883,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7399], Speed: 6.339 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.883,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7499], Speed: 6.402 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.883,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7599], Speed: 6.386 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.883,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7699], Speed: 6.335 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.883,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7799], Speed: 6.395 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.883,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7899], Speed: 6.369 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.883,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 7999], Speed: 6.328 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.883,MaskAcc=0.872,MaskFGAcc=0.504
[Epoch 7][Batch 8099], Speed: 6.347 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8199], Speed: 6.385 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8299], Speed: 6.283 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8399], Speed: 6.366 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8499], Speed: 6.347 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8599], Speed: 6.359 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8699], Speed: 6.395 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8799], Speed: 6.360 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8899], Speed: 6.398 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.882,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 8999], Speed: 6.345 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9099], Speed: 6.338 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9199], Speed: 6.369 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9299], Speed: 6.377 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9399], Speed: 6.346 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9499], Speed: 6.408 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9599], Speed: 6.339 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9699], Speed: 6.414 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.881,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9799], Speed: 6.372 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9899], Speed: 6.335 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 9999], Speed: 6.409 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10099], Speed: 6.377 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10199], Speed: 6.364 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10299], Speed: 6.434 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10399], Speed: 6.376 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10499], Speed: 6.381 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10599], Speed: 6.380 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10699], Speed: 6.371 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.880,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10799], Speed: 6.370 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.249,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10899], Speed: 6.361 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 10999], Speed: 6.337 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11099], Speed: 6.344 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11199], Speed: 6.380 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11299], Speed: 6.363 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11399], Speed: 6.386 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11499], Speed: 6.397 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11599], Speed: 6.415 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11699], Speed: 6.361 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.879,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11799], Speed: 6.387 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11899], Speed: 6.286 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 11999], Speed: 6.403 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.504
[Epoch 7][Batch 12099], Speed: 6.341 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12199], Speed: 6.357 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12299], Speed: 6.392 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12399], Speed: 6.297 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12499], Speed: 6.340 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.878,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12599], Speed: 6.291 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12699], Speed: 6.362 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12799], Speed: 6.391 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12899], Speed: 6.350 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 12999], Speed: 6.357 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13099], Speed: 6.359 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13199], Speed: 6.393 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13299], Speed: 6.364 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13399], Speed: 6.391 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13499], Speed: 6.397 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.877,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13599], Speed: 6.365 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13699], Speed: 6.356 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13799], Speed: 6.439 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13899], Speed: 6.327 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 13999], Speed: 6.437 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 14099], Speed: 6.343 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 14199], Speed: 6.367 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 14299], Speed: 6.372 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 14399], Speed: 6.411 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 14499], Speed: 6.404 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7][Batch 14599], Speed: 6.355 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.876,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 7] Training cost: 18432.359, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.108,RCNN_Mask=0.250
[Epoch 7] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.330
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.538
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.355
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.363
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.416
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.296
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.499
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.541
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.380
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.659
~~~~ Mean AP for bbox ~~~~
=33.0
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.304
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.506
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.319
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.170
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.337
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.408
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.283
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.462
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.497
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.321
 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 ] = 0.637
~~~~ Mean AP for segm ~~~~
=30.4
[Epoch 7] mAP 30.4 higher than current best [29.4] saving to mask_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 7] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0007_30.4000.params
[Epoch 8][Batch 99], Speed: 5.984 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 199], Speed: 6.385 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.101,RCNN_Mask=0.240,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 299], Speed: 6.367 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 399], Speed: 6.360 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.241,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 499], Speed: 6.393 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.242,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 599], Speed: 6.422 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 699], Speed: 6.383 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.875,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 799], Speed: 6.319 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.874,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 899], Speed: 6.346 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.874,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 999], Speed: 6.415 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.874,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1099], Speed: 6.379 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.874,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1199], Speed: 6.339 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.874,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1299], Speed: 6.401 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.874,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1399], Speed: 6.374 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.874,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1499], Speed: 6.387 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.874,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1599], Speed: 6.341 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.873,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1699], Speed: 6.384 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.873,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1799], Speed: 6.355 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.873,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1899], Speed: 6.420 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.920,RCNNL1Loss=0.873,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 1999], Speed: 6.384 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.920,RCNNL1Loss=0.873,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2099], Speed: 6.399 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.920,RCNNL1Loss=0.873,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2199], Speed: 6.330 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2299], Speed: 6.321 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.873,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2399], Speed: 6.444 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2499], Speed: 6.314 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2599], Speed: 6.332 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2699], Speed: 6.403 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2799], Speed: 6.370 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2899], Speed: 6.361 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 2999], Speed: 6.363 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.873,MaskFGAcc=0.503
[Epoch 8][Batch 3099], Speed: 6.326 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.503
[Epoch 8][Batch 3199], Speed: 6.452 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.872,MaskAcc=0.874,MaskFGAcc=0.503
[Epoch 8][Batch 3299], Speed: 6.378 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.503
[Epoch 8][Batch 3399], Speed: 6.394 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.503
[Epoch 8][Batch 3499], Speed: 6.393 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 3599], Speed: 6.379 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 3699], Speed: 6.377 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 3799], Speed: 6.402 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 3899], Speed: 6.420 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 3999], Speed: 6.345 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4099], Speed: 6.395 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.871,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4199], Speed: 6.364 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4299], Speed: 6.351 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4399], Speed: 6.404 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4499], Speed: 6.398 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4599], Speed: 6.387 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4699], Speed: 6.433 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4799], Speed: 6.385 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4899], Speed: 6.388 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 4999], Speed: 6.385 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.870,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5099], Speed: 6.361 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5199], Speed: 6.363 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5299], Speed: 6.442 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5399], Speed: 6.432 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5499], Speed: 6.441 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5599], Speed: 6.268 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5699], Speed: 6.421 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5799], Speed: 6.350 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5899], Speed: 6.390 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 5999], Speed: 6.373 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.869,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6099], Speed: 6.433 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6199], Speed: 6.409 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6299], Speed: 6.351 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6399], Speed: 6.401 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6499], Speed: 6.396 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.246,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6599], Speed: 6.394 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6699], Speed: 6.211 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6799], Speed: 6.317 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6899], Speed: 6.375 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.106,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 6999], Speed: 6.271 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.868,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7099], Speed: 6.305 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7199], Speed: 6.376 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7299], Speed: 6.403 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7399], Speed: 6.378 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7499], Speed: 6.400 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7599], Speed: 6.324 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7699], Speed: 6.404 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7799], Speed: 6.424 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7899], Speed: 6.383 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 7999], Speed: 6.434 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.867,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8099], Speed: 6.322 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8199], Speed: 6.374 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8299], Speed: 6.362 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8399], Speed: 6.378 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8499], Speed: 6.385 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8599], Speed: 6.415 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8699], Speed: 6.383 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8799], Speed: 6.356 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8899], Speed: 6.386 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 8999], Speed: 6.420 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.866,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 9099], Speed: 6.347 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 9199], Speed: 6.379 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 9299], Speed: 6.332 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 9399], Speed: 6.409 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 9499], Speed: 6.448 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 9599], Speed: 6.369 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 9699], Speed: 6.377 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.502
[Epoch 8][Batch 9799], Speed: 6.446 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 9899], Speed: 6.337 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 9999], Speed: 6.390 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10099], Speed: 6.363 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.865,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10199], Speed: 6.421 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10299], Speed: 6.465 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10399], Speed: 6.400 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10499], Speed: 6.355 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.985,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10599], Speed: 6.360 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10699], Speed: 6.327 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10799], Speed: 6.377 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10899], Speed: 6.446 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 10999], Speed: 6.352 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11099], Speed: 6.442 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11199], Speed: 6.404 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.864,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11299], Speed: 6.429 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11399], Speed: 6.362 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11499], Speed: 6.381 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11599], Speed: 6.366 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.247,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11699], Speed: 6.340 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11799], Speed: 6.341 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11899], Speed: 6.376 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 11999], Speed: 6.293 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12099], Speed: 6.286 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12199], Speed: 6.333 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12299], Speed: 6.387 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.863,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12399], Speed: 6.348 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12499], Speed: 6.382 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12599], Speed: 6.379 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12699], Speed: 6.363 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12799], Speed: 6.357 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12899], Speed: 6.349 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 12999], Speed: 6.349 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13099], Speed: 6.375 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13199], Speed: 6.340 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13299], Speed: 6.349 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13399], Speed: 6.334 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.862,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13499], Speed: 6.286 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13599], Speed: 6.383 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13699], Speed: 6.362 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13799], Speed: 6.253 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13899], Speed: 6.310 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 13999], Speed: 6.312 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.874,MaskFGAcc=0.501
[Epoch 8][Batch 14099], Speed: 6.401 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 8][Batch 14199], Speed: 6.323 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 8][Batch 14299], Speed: 6.291 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 8][Batch 14399], Speed: 6.376 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 8][Batch 14499], Speed: 6.307 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 8][Batch 14599], Speed: 6.320 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.861,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 8] Training cost: 18414.929, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.107,RCNN_Mask=0.248
[Epoch 8] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0008_0.0000.params
[Epoch 9][Batch 99], Speed: 5.843 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 199], Speed: 6.383 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 299], Speed: 6.373 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 399], Speed: 6.396 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 499], Speed: 6.350 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 599], Speed: 6.311 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 699], Speed: 6.304 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.104,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 799], Speed: 6.381 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.104,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 899], Speed: 6.349 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.104,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.860,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 999], Speed: 6.332 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.104,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 1099], Speed: 6.398 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.104,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.501
[Epoch 9][Batch 1199], Speed: 6.404 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 1299], Speed: 6.401 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.104,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 1399], Speed: 6.430 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 1499], Speed: 6.367 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 1599], Speed: 6.381 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 1699], Speed: 6.342 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 1799], Speed: 6.405 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.859,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 1899], Speed: 6.382 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 1999], Speed: 6.317 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2099], Speed: 6.361 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2199], Speed: 6.352 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2299], Speed: 6.324 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2399], Speed: 6.307 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2499], Speed: 6.361 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2599], Speed: 6.323 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2699], Speed: 6.310 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2799], Speed: 6.390 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2899], Speed: 6.387 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.858,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 2999], Speed: 6.337 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3099], Speed: 6.287 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3199], Speed: 6.318 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3299], Speed: 6.386 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3399], Speed: 6.312 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3499], Speed: 6.352 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3599], Speed: 6.373 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3699], Speed: 6.327 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3799], Speed: 6.375 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.921,RCNNL1Loss=0.857,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3899], Speed: 6.366 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.921,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 3999], Speed: 6.359 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.921,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4099], Speed: 6.326 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.921,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4199], Speed: 6.333 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.921,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4299], Speed: 6.330 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.921,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4399], Speed: 6.391 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4499], Speed: 6.349 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4599], Speed: 6.335 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4699], Speed: 6.338 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4799], Speed: 6.337 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4899], Speed: 6.313 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.856,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 4999], Speed: 6.378 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5099], Speed: 6.344 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5199], Speed: 6.312 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5299], Speed: 6.321 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5399], Speed: 6.317 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5499], Speed: 6.300 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5599], Speed: 6.324 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5699], Speed: 6.308 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5799], Speed: 6.365 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5899], Speed: 6.374 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 5999], Speed: 6.298 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.855,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6099], Speed: 6.359 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6199], Speed: 6.347 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6299], Speed: 6.382 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6399], Speed: 6.351 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6499], Speed: 6.333 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6599], Speed: 6.338 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6699], Speed: 6.317 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6799], Speed: 6.359 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6899], Speed: 6.359 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 6999], Speed: 6.315 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7099], Speed: 6.396 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.854,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7199], Speed: 6.283 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7299], Speed: 6.360 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7399], Speed: 6.338 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7499], Speed: 6.354 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7599], Speed: 6.283 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7699], Speed: 6.293 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7799], Speed: 6.315 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7899], Speed: 6.413 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 7999], Speed: 6.349 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8099], Speed: 6.390 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8199], Speed: 6.328 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8299], Speed: 6.361 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.853,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8399], Speed: 6.335 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8499], Speed: 6.313 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.105,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8599], Speed: 6.356 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8699], Speed: 6.330 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8799], Speed: 6.338 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8899], Speed: 6.315 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 8999], Speed: 6.301 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 9099], Speed: 6.323 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 9199], Speed: 6.308 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 9299], Speed: 6.302 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 9399], Speed: 6.354 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.852,MaskAcc=0.875,MaskFGAcc=0.500
[Epoch 9][Batch 9499], Speed: 6.351 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 9599], Speed: 6.385 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 9699], Speed: 6.299 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 9799], Speed: 6.350 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 9899], Speed: 6.349 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 9999], Speed: 6.361 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10099], Speed: 6.315 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10199], Speed: 6.333 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10299], Speed: 6.304 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10399], Speed: 6.317 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10499], Speed: 6.364 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10599], Speed: 6.307 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10699], Speed: 6.388 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.851,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10799], Speed: 6.358 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10899], Speed: 6.341 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 10999], Speed: 6.327 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 11099], Speed: 6.319 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.875,MaskFGAcc=0.499
[Epoch 9][Batch 11199], Speed: 6.297 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 11299], Speed: 6.269 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 11399], Speed: 6.406 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 11499], Speed: 6.351 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 11599], Speed: 6.419 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 11699], Speed: 6.275 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 11799], Speed: 6.322 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 11899], Speed: 6.255 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 11999], Speed: 6.301 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12099], Speed: 6.359 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.850,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12199], Speed: 6.383 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12299], Speed: 6.295 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12399], Speed: 6.378 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12499], Speed: 6.326 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12599], Speed: 6.306 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12699], Speed: 6.275 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12799], Speed: 6.298 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12899], Speed: 6.324 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 12999], Speed: 6.358 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13099], Speed: 6.372 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13199], Speed: 6.325 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13299], Speed: 6.351 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13399], Speed: 6.392 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.849,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13499], Speed: 6.318 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13599], Speed: 6.435 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13699], Speed: 6.363 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13799], Speed: 6.403 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13899], Speed: 6.281 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 13999], Speed: 6.360 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 14099], Speed: 6.321 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 14199], Speed: 6.276 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 14299], Speed: 6.373 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 14399], Speed: 6.347 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 14499], Speed: 6.372 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9][Batch 14599], Speed: 6.315 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 9] Training cost: 18498.977, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.106,RCNN_Mask=0.246
[Epoch 9] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.346
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.559
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.377
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.213
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.385
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.438
 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 ] = 0.496
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.534
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658
~~~~ Mean AP for bbox ~~~~
=34.6
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.319
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.525
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.336
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.171
 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 ] = 0.429
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.289
 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 ] = 0.489
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.297
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.534
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.639
~~~~ Mean AP for segm ~~~~
=31.9
[Epoch 9] mAP 31.9 higher than current best [30.4] saving to mask_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 9] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0009_31.9000.params
[Epoch 10][Batch 99], Speed: 6.297 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.848,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 199], Speed: 6.570 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.107,RCNN_Mask=0.245,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 299], Speed: 6.581 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.106,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 399], Speed: 6.555 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 499], Speed: 6.597 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 599], Speed: 6.595 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 699], Speed: 6.572 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 799], Speed: 6.638 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 899], Speed: 6.559 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 999], Speed: 6.660 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1099], Speed: 6.616 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.847,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1199], Speed: 6.620 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1299], Speed: 6.591 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1399], Speed: 6.595 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1499], Speed: 6.580 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1599], Speed: 6.646 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1699], Speed: 6.632 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1799], Speed: 6.599 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1899], Speed: 6.578 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 1999], Speed: 6.592 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2099], Speed: 6.651 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2199], Speed: 6.568 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.846,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2299], Speed: 6.560 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2399], Speed: 6.574 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2499], Speed: 6.575 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2599], Speed: 6.608 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2699], Speed: 6.570 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2799], Speed: 6.584 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2899], Speed: 6.623 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 2999], Speed: 6.594 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3099], Speed: 6.579 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3199], Speed: 6.581 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3299], Speed: 6.567 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.845,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3399], Speed: 6.707 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3499], Speed: 6.629 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3599], Speed: 6.647 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3699], Speed: 6.613 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3799], Speed: 6.628 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3899], Speed: 6.634 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 3999], Speed: 6.617 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.499
[Epoch 10][Batch 4099], Speed: 6.589 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4199], Speed: 6.627 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4299], Speed: 6.634 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4399], Speed: 6.604 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4499], Speed: 6.644 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.844,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4599], Speed: 6.590 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4699], Speed: 6.618 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4799], Speed: 6.597 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4899], Speed: 6.600 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 4999], Speed: 6.667 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5099], Speed: 6.616 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5199], Speed: 6.638 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5299], Speed: 6.623 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5399], Speed: 6.646 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5499], Speed: 6.632 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5599], Speed: 6.666 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5699], Speed: 6.662 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.843,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5799], Speed: 6.654 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5899], Speed: 6.642 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 5999], Speed: 6.662 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6099], Speed: 6.689 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6199], Speed: 6.649 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6299], Speed: 6.608 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6399], Speed: 6.644 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6499], Speed: 6.595 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6599], Speed: 6.585 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6699], Speed: 6.598 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6799], Speed: 6.574 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6899], Speed: 6.709 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 6999], Speed: 6.687 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.842,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7099], Speed: 6.570 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7199], Speed: 6.669 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7299], Speed: 6.627 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7399], Speed: 6.605 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7499], Speed: 6.662 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7599], Speed: 6.584 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7699], Speed: 6.581 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7799], Speed: 6.627 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7899], Speed: 6.634 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 7999], Speed: 6.661 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8099], Speed: 6.630 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8199], Speed: 6.602 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8299], Speed: 6.696 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.841,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8399], Speed: 6.663 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8499], Speed: 6.603 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8599], Speed: 6.583 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8699], Speed: 6.614 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8799], Speed: 6.690 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8899], Speed: 6.697 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 8999], Speed: 6.622 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9099], Speed: 6.602 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9199], Speed: 6.636 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.922,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9299], Speed: 6.690 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9399], Speed: 6.624 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9499], Speed: 6.696 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9599], Speed: 6.584 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9699], Speed: 6.630 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9799], Speed: 6.642 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.840,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9899], Speed: 6.641 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 9999], Speed: 6.601 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.876,MaskFGAcc=0.498
[Epoch 10][Batch 10099], Speed: 6.565 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10199], Speed: 6.658 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10299], Speed: 6.612 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10399], Speed: 6.699 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10499], Speed: 6.618 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10599], Speed: 6.627 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10699], Speed: 6.647 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10799], Speed: 6.599 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10899], Speed: 6.642 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 10999], Speed: 6.669 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11099], Speed: 6.652 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11199], Speed: 6.644 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11299], Speed: 6.586 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.839,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11399], Speed: 6.613 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11499], Speed: 6.679 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11599], Speed: 6.660 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11699], Speed: 6.621 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11799], Speed: 6.578 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11899], Speed: 6.661 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 11999], Speed: 6.632 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12099], Speed: 6.668 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12199], Speed: 6.699 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12299], Speed: 6.592 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12399], Speed: 6.641 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12499], Speed: 6.752 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12599], Speed: 6.585 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12699], Speed: 6.629 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.838,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12799], Speed: 6.664 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12899], Speed: 6.599 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 12999], Speed: 6.693 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13099], Speed: 6.621 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13199], Speed: 6.613 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13299], Speed: 6.684 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13399], Speed: 6.591 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13499], Speed: 6.634 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13599], Speed: 6.685 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13699], Speed: 6.642 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13799], Speed: 6.637 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13899], Speed: 6.653 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.104,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 13999], Speed: 6.648 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 14099], Speed: 6.608 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 14199], Speed: 6.684 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 14299], Speed: 6.608 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.837,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 14399], Speed: 6.651 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 14499], Speed: 6.627 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10][Batch 14599], Speed: 6.638 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 10] Training cost: 17703.755, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.105,RCNN_Mask=0.244
[Epoch 10] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0010_0.0000.params
[Epoch 11][Batch 99], Speed: 6.145 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 199], Speed: 6.610 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 299], Speed: 6.609 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 399], Speed: 6.702 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 499], Speed: 6.563 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 599], Speed: 6.594 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 699], Speed: 6.672 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 799], Speed: 6.671 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 899], Speed: 6.736 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.836,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 999], Speed: 6.642 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1099], Speed: 6.582 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1199], Speed: 6.595 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1299], Speed: 6.631 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1399], Speed: 6.641 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1499], Speed: 6.656 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1599], Speed: 6.689 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1699], Speed: 6.599 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1799], Speed: 6.606 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1899], Speed: 6.649 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 1999], Speed: 6.685 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.498
[Epoch 11][Batch 2099], Speed: 6.615 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.835,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2199], Speed: 6.592 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2299], Speed: 6.663 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2399], Speed: 6.658 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2499], Speed: 6.605 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2599], Speed: 6.684 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2699], Speed: 6.604 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2799], Speed: 6.624 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2899], Speed: 6.643 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 2999], Speed: 6.630 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3099], Speed: 6.574 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3199], Speed: 6.651 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3299], Speed: 6.594 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3399], Speed: 6.739 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.834,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3499], Speed: 6.637 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3599], Speed: 6.648 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3699], Speed: 6.617 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3799], Speed: 6.682 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3899], Speed: 6.622 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 3999], Speed: 6.603 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4099], Speed: 6.597 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4199], Speed: 6.678 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4299], Speed: 6.585 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4399], Speed: 6.643 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4499], Speed: 6.605 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4599], Speed: 6.612 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4699], Speed: 6.678 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4799], Speed: 6.633 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.833,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4899], Speed: 6.680 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 4999], Speed: 6.644 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5099], Speed: 6.594 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5199], Speed: 6.641 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5299], Speed: 6.597 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5399], Speed: 6.647 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5499], Speed: 6.708 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5599], Speed: 6.629 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5699], Speed: 6.629 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5799], Speed: 6.598 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5899], Speed: 6.664 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 5999], Speed: 6.637 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6099], Speed: 6.682 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6199], Speed: 6.633 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.832,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6299], Speed: 6.713 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6399], Speed: 6.633 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6499], Speed: 6.593 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6599], Speed: 6.613 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6699], Speed: 6.664 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6799], Speed: 6.645 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6899], Speed: 6.671 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 6999], Speed: 6.713 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7099], Speed: 6.677 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7199], Speed: 6.555 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7299], Speed: 6.605 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7399], Speed: 6.651 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7499], Speed: 6.617 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7599], Speed: 6.658 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7699], Speed: 6.642 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.831,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7799], Speed: 6.617 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7899], Speed: 6.696 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 7999], Speed: 6.657 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8099], Speed: 6.625 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8199], Speed: 6.667 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8299], Speed: 6.578 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8399], Speed: 6.674 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8499], Speed: 6.609 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8599], Speed: 6.630 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8699], Speed: 6.644 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8799], Speed: 6.584 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8899], Speed: 6.592 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.103,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 8999], Speed: 6.612 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.242,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9099], Speed: 6.629 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9199], Speed: 6.653 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9299], Speed: 6.658 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.103,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.830,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9399], Speed: 6.626 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.103,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9499], Speed: 6.694 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9599], Speed: 6.620 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9699], Speed: 6.612 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9799], Speed: 6.688 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9899], Speed: 6.619 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 9999], Speed: 6.681 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10099], Speed: 6.669 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10199], Speed: 6.652 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10299], Speed: 6.657 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10399], Speed: 6.645 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10499], Speed: 6.543 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10599], Speed: 6.623 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10699], Speed: 6.648 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10799], Speed: 6.631 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10899], Speed: 6.654 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.829,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 10999], Speed: 6.671 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.877,MaskFGAcc=0.497
[Epoch 11][Batch 11099], Speed: 6.508 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11199], Speed: 6.619 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11299], Speed: 6.618 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11399], Speed: 6.614 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11499], Speed: 6.615 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11599], Speed: 6.661 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11699], Speed: 6.613 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11799], Speed: 6.583 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11899], Speed: 6.671 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 11999], Speed: 6.661 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12099], Speed: 6.662 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12199], Speed: 6.549 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12299], Speed: 6.674 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12399], Speed: 6.601 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12499], Speed: 6.713 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12599], Speed: 6.655 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.828,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12699], Speed: 6.633 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12799], Speed: 6.559 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12899], Speed: 6.656 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 12999], Speed: 6.635 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13099], Speed: 6.652 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13199], Speed: 6.647 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13299], Speed: 6.641 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13399], Speed: 6.633 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13499], Speed: 6.642 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13599], Speed: 6.641 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13699], Speed: 6.623 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13799], Speed: 6.608 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13899], Speed: 6.570 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 13999], Speed: 6.645 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 14099], Speed: 6.613 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 14199], Speed: 6.595 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 14299], Speed: 6.581 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.827,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 14399], Speed: 6.613 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 14499], Speed: 6.639 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11][Batch 14599], Speed: 6.602 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 11] Training cost: 17686.921, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.104,RCNN_Mask=0.243
[Epoch 11] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.339
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.548
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.368
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.219
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.375
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.431
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.302
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.493
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.528
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.640
~~~~ Mean AP for bbox ~~~~
=33.9
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.315
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.518
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.333
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.182
 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 ] = 0.426
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.288
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.459
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.489
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.320
 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 ] = 0.625
~~~~ Mean AP for segm ~~~~
=31.5
[Epoch 11] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0011_31.5000.params
[Epoch 12][Batch 99], Speed: 6.124 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.497
[Epoch 12][Batch 199], Speed: 6.456 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.101,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 299], Speed: 6.462 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.241,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 399], Speed: 6.388 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 499], Speed: 6.435 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 599], Speed: 6.481 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 699], Speed: 6.422 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.237,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 799], Speed: 6.423 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 899], Speed: 6.348 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 999], Speed: 6.428 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1099], Speed: 6.346 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.826,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1199], Speed: 6.438 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1299], Speed: 6.443 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1399], Speed: 6.415 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1499], Speed: 6.394 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1599], Speed: 6.445 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1699], Speed: 6.410 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1799], Speed: 6.416 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1899], Speed: 6.362 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 1999], Speed: 6.410 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2099], Speed: 6.424 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2199], Speed: 6.392 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.283,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2299], Speed: 6.400 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2399], Speed: 6.455 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2499], Speed: 6.421 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.825,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2599], Speed: 6.409 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2699], Speed: 6.455 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2799], Speed: 6.425 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2899], Speed: 6.481 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 2999], Speed: 6.409 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3099], Speed: 6.414 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.986,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3199], Speed: 6.387 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3299], Speed: 6.433 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3399], Speed: 6.344 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3499], Speed: 6.451 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3599], Speed: 6.414 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.923,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3699], Speed: 6.406 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3799], Speed: 6.447 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3899], Speed: 6.331 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.824,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 3999], Speed: 6.447 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4099], Speed: 6.383 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4199], Speed: 6.366 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4299], Speed: 6.397 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4399], Speed: 6.419 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4499], Speed: 6.472 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4599], Speed: 6.398 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4699], Speed: 6.415 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4799], Speed: 6.430 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4899], Speed: 6.427 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 4999], Speed: 6.443 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5099], Speed: 6.356 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5199], Speed: 6.442 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5299], Speed: 6.446 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5399], Speed: 6.446 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5499], Speed: 6.426 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.823,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5599], Speed: 6.393 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5699], Speed: 6.415 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5799], Speed: 6.440 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5899], Speed: 6.461 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 5999], Speed: 6.399 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6099], Speed: 6.467 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6199], Speed: 6.410 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6299], Speed: 6.344 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6399], Speed: 6.450 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6499], Speed: 6.421 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6599], Speed: 6.410 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6699], Speed: 6.408 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6799], Speed: 6.410 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6899], Speed: 6.439 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 6999], Speed: 6.428 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7099], Speed: 6.431 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.822,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7199], Speed: 6.417 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7299], Speed: 6.512 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7399], Speed: 6.370 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7499], Speed: 6.361 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7599], Speed: 6.401 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7699], Speed: 6.474 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7799], Speed: 6.381 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7899], Speed: 6.383 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 7999], Speed: 6.385 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8099], Speed: 6.363 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8199], Speed: 6.434 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8299], Speed: 6.344 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8399], Speed: 6.419 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8499], Speed: 6.378 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8599], Speed: 6.417 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8699], Speed: 6.416 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8799], Speed: 6.397 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.821,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8899], Speed: 6.312 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 8999], Speed: 6.388 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9099], Speed: 6.399 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9199], Speed: 6.374 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9299], Speed: 6.342 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9399], Speed: 6.307 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9499], Speed: 6.442 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9599], Speed: 6.397 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9699], Speed: 6.387 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9799], Speed: 6.332 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9899], Speed: 6.415 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 9999], Speed: 6.397 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10099], Speed: 6.431 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10199], Speed: 6.380 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10299], Speed: 6.377 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10399], Speed: 6.330 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10499], Speed: 6.401 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.820,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10599], Speed: 6.403 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10699], Speed: 6.460 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10799], Speed: 6.375 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10899], Speed: 6.354 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 10999], Speed: 6.415 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11099], Speed: 6.400 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11199], Speed: 6.335 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11299], Speed: 6.310 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11399], Speed: 6.338 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11499], Speed: 6.307 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11599], Speed: 6.381 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11699], Speed: 6.393 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11799], Speed: 6.383 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11899], Speed: 6.356 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 11999], Speed: 6.331 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 12099], Speed: 6.362 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 12199], Speed: 6.319 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.496
[Epoch 12][Batch 12299], Speed: 6.344 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 12399], Speed: 6.310 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.819,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 12499], Speed: 6.316 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 12599], Speed: 6.379 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 12699], Speed: 6.347 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 12799], Speed: 6.416 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 12899], Speed: 6.387 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 12999], Speed: 6.340 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13099], Speed: 6.314 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13199], Speed: 6.406 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13299], Speed: 6.365 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13399], Speed: 6.353 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13499], Speed: 6.351 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13599], Speed: 6.328 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13699], Speed: 6.370 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13799], Speed: 6.388 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13899], Speed: 6.350 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 13999], Speed: 6.431 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 14099], Speed: 6.406 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 14199], Speed: 6.386 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 14299], Speed: 6.400 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.818,MaskAcc=0.878,MaskFGAcc=0.495
[Epoch 12][Batch 14399], Speed: 6.333 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 12][Batch 14499], Speed: 6.343 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 12][Batch 14599], Speed: 6.369 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.241,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 12] Training cost: 18339.281, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.103,RCNN_Mask=0.242
[Epoch 12] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0012_0.0000.params
[Epoch 13][Batch 99], Speed: 6.084 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 199], Speed: 6.411 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 299], Speed: 6.407 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 399], Speed: 6.348 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 499], Speed: 6.304 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 599], Speed: 6.457 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 699], Speed: 6.373 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 799], Speed: 6.380 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.097,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 899], Speed: 6.381 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 999], Speed: 6.370 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1099], Speed: 6.370 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.817,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1199], Speed: 6.399 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1299], Speed: 6.351 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1399], Speed: 6.292 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1499], Speed: 6.368 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1599], Speed: 6.373 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1699], Speed: 6.340 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1799], Speed: 6.376 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1899], Speed: 6.349 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 1999], Speed: 6.392 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2099], Speed: 6.385 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2199], Speed: 6.426 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2299], Speed: 6.362 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2399], Speed: 6.362 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2499], Speed: 6.388 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2599], Speed: 6.409 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2699], Speed: 6.395 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.816,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2799], Speed: 6.411 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2899], Speed: 6.397 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 2999], Speed: 6.390 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3099], Speed: 6.381 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3199], Speed: 6.351 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3299], Speed: 6.407 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3399], Speed: 6.406 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3499], Speed: 6.339 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3599], Speed: 6.370 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3699], Speed: 6.431 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3799], Speed: 6.398 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3899], Speed: 6.383 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 3999], Speed: 6.362 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4099], Speed: 6.388 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4199], Speed: 6.380 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4299], Speed: 6.344 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4399], Speed: 6.386 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.815,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4499], Speed: 6.378 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4599], Speed: 6.382 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4699], Speed: 6.392 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4799], Speed: 6.358 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4899], Speed: 6.418 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 4999], Speed: 6.358 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5099], Speed: 6.328 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5199], Speed: 6.338 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5299], Speed: 6.366 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5399], Speed: 6.418 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5499], Speed: 6.400 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5599], Speed: 6.381 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5699], Speed: 6.310 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5799], Speed: 6.362 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5899], Speed: 6.368 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 5999], Speed: 6.387 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.814,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6099], Speed: 6.397 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6199], Speed: 6.400 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6299], Speed: 6.409 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6399], Speed: 6.342 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6499], Speed: 6.320 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6599], Speed: 6.382 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6699], Speed: 6.441 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6799], Speed: 6.405 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6899], Speed: 6.384 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 6999], Speed: 6.405 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7099], Speed: 6.385 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7199], Speed: 6.364 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7299], Speed: 6.402 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7399], Speed: 6.353 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7499], Speed: 6.358 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7599], Speed: 6.336 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7699], Speed: 6.378 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7799], Speed: 6.429 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7899], Speed: 6.417 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.813,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 7999], Speed: 6.384 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8099], Speed: 6.395 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8199], Speed: 6.353 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8299], Speed: 6.265 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8399], Speed: 6.371 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8499], Speed: 6.392 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8599], Speed: 6.383 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8699], Speed: 6.371 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8799], Speed: 6.385 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8899], Speed: 6.391 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 8999], Speed: 6.373 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9099], Speed: 6.384 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9199], Speed: 6.363 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9299], Speed: 6.371 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9399], Speed: 6.363 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9499], Speed: 6.381 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9599], Speed: 6.372 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9699], Speed: 6.361 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9799], Speed: 6.332 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9899], Speed: 6.338 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 9999], Speed: 6.386 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.812,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10099], Speed: 6.305 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10199], Speed: 6.372 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10299], Speed: 6.452 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10399], Speed: 6.403 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10499], Speed: 6.355 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10599], Speed: 6.327 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10699], Speed: 6.321 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10799], Speed: 6.421 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10899], Speed: 6.346 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 10999], Speed: 6.420 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11099], Speed: 6.401 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11199], Speed: 6.410 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11299], Speed: 6.414 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11399], Speed: 6.371 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11499], Speed: 6.394 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11599], Speed: 6.410 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11699], Speed: 6.350 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11799], Speed: 6.323 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11899], Speed: 6.397 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.811,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 11999], Speed: 6.388 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12099], Speed: 6.410 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12199], Speed: 6.388 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12299], Speed: 6.347 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12399], Speed: 6.401 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12499], Speed: 6.394 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12599], Speed: 6.373 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12699], Speed: 6.294 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12799], Speed: 6.307 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12899], Speed: 6.281 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 12999], Speed: 6.336 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13099], Speed: 6.299 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13199], Speed: 6.364 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13299], Speed: 6.333 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13399], Speed: 6.334 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13499], Speed: 6.314 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13599], Speed: 6.363 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13699], Speed: 6.347 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13799], Speed: 6.365 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13899], Speed: 6.361 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 13999], Speed: 6.360 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.810,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 14099], Speed: 6.364 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 14199], Speed: 6.365 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 14299], Speed: 6.418 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.495
[Epoch 13][Batch 14399], Speed: 6.338 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 13][Batch 14499], Speed: 6.371 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 13][Batch 14599], Speed: 6.386 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 13] Training cost: 18407.385, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.102,RCNN_Mask=0.240
[Epoch 13] Validation: 
~~~~ Summary bbox 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 ] = 0.563
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.379
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.208
 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 ] = 0.446
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.308
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.500
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.536
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.567
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.660
~~~~ Mean AP for bbox ~~~~
=35.1
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.323
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.529
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.342
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.172
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.358
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.434
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.292
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.464
 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 ] = 0.323
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.529
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.642
~~~~ Mean AP for segm ~~~~
=32.3
[Epoch 13] mAP 32.3 higher than current best [31.9] saving to mask_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 13] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0013_32.3000.params
[Epoch 14][Batch 99], Speed: 6.183 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.232,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 199], Speed: 6.635 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.101,RCNN_Mask=0.234,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 299], Speed: 6.641 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.101,RCNN_Mask=0.234,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 399], Speed: 6.533 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.102,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 499], Speed: 6.622 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.101,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 599], Speed: 6.607 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.101,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 699], Speed: 6.615 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 799], Speed: 6.624 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 899], Speed: 6.634 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 999], Speed: 6.646 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1099], Speed: 6.659 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1199], Speed: 6.593 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.809,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1299], Speed: 6.616 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1399], Speed: 6.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1499], Speed: 6.662 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1599], Speed: 6.623 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1699], Speed: 6.581 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1799], Speed: 6.578 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1899], Speed: 6.653 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.924,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 1999], Speed: 6.646 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2099], Speed: 6.622 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2199], Speed: 6.549 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2299], Speed: 6.666 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2399], Speed: 6.585 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2499], Speed: 6.649 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2599], Speed: 6.625 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2699], Speed: 6.604 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2799], Speed: 6.617 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.808,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2899], Speed: 6.653 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 2999], Speed: 6.572 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3099], Speed: 6.645 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3199], Speed: 6.638 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3299], Speed: 6.593 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3399], Speed: 6.579 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3499], Speed: 6.579 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3599], Speed: 6.611 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3699], Speed: 6.622 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3799], Speed: 6.605 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3899], Speed: 6.601 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 3999], Speed: 6.652 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4099], Speed: 6.635 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4199], Speed: 6.637 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4299], Speed: 6.605 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4399], Speed: 6.613 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4499], Speed: 6.630 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4599], Speed: 6.595 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.807,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4699], Speed: 6.614 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4799], Speed: 6.561 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4899], Speed: 6.650 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.879,MaskFGAcc=0.494
[Epoch 14][Batch 4999], Speed: 6.637 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5099], Speed: 6.628 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5199], Speed: 6.620 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5299], Speed: 6.671 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5399], Speed: 6.593 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5499], Speed: 6.668 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5599], Speed: 6.536 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5699], Speed: 6.587 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5799], Speed: 6.570 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5899], Speed: 6.544 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 5999], Speed: 6.642 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6099], Speed: 6.601 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6199], Speed: 6.551 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6299], Speed: 6.575 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6399], Speed: 6.652 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6499], Speed: 6.580 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6599], Speed: 6.594 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.806,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6699], Speed: 6.558 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6799], Speed: 6.618 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6899], Speed: 6.652 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 6999], Speed: 6.616 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7099], Speed: 6.649 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7199], Speed: 6.587 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7299], Speed: 6.601 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7399], Speed: 6.608 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7499], Speed: 6.634 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7599], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7699], Speed: 6.586 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7799], Speed: 6.381 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7899], Speed: 6.583 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 7999], Speed: 6.637 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8099], Speed: 6.598 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8199], Speed: 6.628 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8299], Speed: 6.605 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8399], Speed: 6.615 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8499], Speed: 6.657 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8599], Speed: 6.731 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8699], Speed: 6.577 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.805,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8799], Speed: 6.605 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8899], Speed: 6.622 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 8999], Speed: 6.581 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9099], Speed: 6.639 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9199], Speed: 6.597 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9299], Speed: 6.672 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9399], Speed: 6.567 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9499], Speed: 6.614 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9599], Speed: 6.651 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9699], Speed: 6.570 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9799], Speed: 6.627 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9899], Speed: 6.636 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 9999], Speed: 6.663 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10099], Speed: 6.618 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10199], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10299], Speed: 6.590 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10399], Speed: 6.617 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10499], Speed: 6.522 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10599], Speed: 6.525 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10699], Speed: 6.469 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.804,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10799], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10899], Speed: 6.580 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 10999], Speed: 6.595 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11099], Speed: 6.608 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11199], Speed: 6.615 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11299], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11399], Speed: 6.628 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11499], Speed: 6.617 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11599], Speed: 6.590 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11699], Speed: 6.619 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11799], Speed: 6.610 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11899], Speed: 6.589 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 11999], Speed: 6.620 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12099], Speed: 6.624 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12199], Speed: 6.595 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12299], Speed: 6.540 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12399], Speed: 6.597 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12499], Speed: 6.609 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12599], Speed: 6.608 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12699], Speed: 6.555 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12799], Speed: 6.620 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12899], Speed: 6.638 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 12999], Speed: 6.628 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.803,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13099], Speed: 6.636 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13199], Speed: 6.575 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13299], Speed: 6.550 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13399], Speed: 6.585 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13499], Speed: 6.618 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13599], Speed: 6.627 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13699], Speed: 6.545 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13799], Speed: 6.583 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13899], Speed: 6.593 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 13999], Speed: 6.661 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 14099], Speed: 6.589 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 14199], Speed: 6.626 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 14299], Speed: 6.591 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 14399], Speed: 6.577 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 14499], Speed: 6.545 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14][Batch 14599], Speed: 6.582 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 14] Training cost: 17755.782, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.101,RCNN_Mask=0.239
[Epoch 14] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0014_0.0000.params
[Epoch 15][Batch 99], Speed: 6.058 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 199], Speed: 6.586 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 299], Speed: 6.616 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 399], Speed: 6.598 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.097,RCNN_Mask=0.234,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 499], Speed: 6.581 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.802,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 599], Speed: 6.541 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.234,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 699], Speed: 6.590 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 799], Speed: 6.590 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.101,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 899], Speed: 6.597 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 999], Speed: 6.580 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1099], Speed: 6.605 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1199], Speed: 6.562 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1299], Speed: 6.625 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1399], Speed: 6.605 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1499], Speed: 6.605 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1599], Speed: 6.569 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1699], Speed: 6.544 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1799], Speed: 6.564 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1899], Speed: 6.612 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 1999], Speed: 6.684 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 2099], Speed: 6.597 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.494
[Epoch 15][Batch 2199], Speed: 6.658 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 2299], Speed: 6.592 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 2399], Speed: 6.534 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.801,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 2499], Speed: 6.534 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 2599], Speed: 6.600 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 2699], Speed: 6.593 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 2799], Speed: 6.639 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 2899], Speed: 6.583 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 2999], Speed: 6.566 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3099], Speed: 6.556 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3199], Speed: 6.568 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3299], Speed: 6.622 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3399], Speed: 6.526 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3499], Speed: 6.619 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3599], Speed: 6.578 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3699], Speed: 6.578 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3799], Speed: 6.614 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3899], Speed: 6.576 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 3999], Speed: 6.601 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4099], Speed: 6.558 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4199], Speed: 6.610 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4299], Speed: 6.635 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.800,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4399], Speed: 6.664 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4499], Speed: 6.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4599], Speed: 6.602 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4699], Speed: 6.569 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4799], Speed: 6.608 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4899], Speed: 6.590 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 4999], Speed: 6.579 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5099], Speed: 6.542 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5199], Speed: 6.630 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5299], Speed: 6.620 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5399], Speed: 6.622 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5499], Speed: 6.462 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5599], Speed: 6.635 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5699], Speed: 6.624 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5799], Speed: 6.571 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5899], Speed: 6.555 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 5999], Speed: 6.557 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6099], Speed: 6.625 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6199], Speed: 6.575 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6299], Speed: 6.588 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6399], Speed: 6.711 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.799,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6499], Speed: 6.647 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6599], Speed: 6.590 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6699], Speed: 6.597 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6799], Speed: 6.575 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6899], Speed: 6.597 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 6999], Speed: 6.638 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7099], Speed: 6.554 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7199], Speed: 6.638 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7299], Speed: 6.654 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7399], Speed: 6.600 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7499], Speed: 6.594 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7599], Speed: 6.566 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7699], Speed: 6.640 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7799], Speed: 6.617 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7899], Speed: 6.601 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 7999], Speed: 6.670 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8099], Speed: 6.645 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8199], Speed: 6.617 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8299], Speed: 6.605 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8399], Speed: 6.589 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8499], Speed: 6.584 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8599], Speed: 6.604 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.798,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8699], Speed: 6.586 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8799], Speed: 6.647 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8899], Speed: 6.565 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 8999], Speed: 6.579 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9099], Speed: 6.631 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9199], Speed: 6.587 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9299], Speed: 6.605 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9399], Speed: 6.617 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9499], Speed: 6.646 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9599], Speed: 6.590 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9699], Speed: 6.527 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9799], Speed: 6.654 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9899], Speed: 6.605 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 9999], Speed: 6.603 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10099], Speed: 6.578 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10199], Speed: 6.622 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10299], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10399], Speed: 6.596 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10499], Speed: 6.563 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10599], Speed: 6.585 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10699], Speed: 6.600 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10799], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10899], Speed: 6.548 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 10999], Speed: 6.546 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.797,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11099], Speed: 6.561 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11199], Speed: 6.599 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11299], Speed: 6.644 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11399], Speed: 6.568 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11499], Speed: 6.555 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11599], Speed: 6.545 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11699], Speed: 6.582 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11799], Speed: 6.603 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11899], Speed: 6.631 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 11999], Speed: 6.552 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12099], Speed: 6.559 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12199], Speed: 6.615 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12299], Speed: 6.604 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12399], Speed: 6.609 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12499], Speed: 6.584 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12599], Speed: 6.560 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12699], Speed: 6.513 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12799], Speed: 6.540 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12899], Speed: 6.546 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 12999], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13099], Speed: 6.611 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13199], Speed: 6.650 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13299], Speed: 6.610 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13399], Speed: 6.610 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.796,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13499], Speed: 6.620 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13599], Speed: 6.577 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13699], Speed: 6.642 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13799], Speed: 6.623 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.880,MaskFGAcc=0.493
[Epoch 15][Batch 13899], Speed: 6.627 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 15][Batch 13999], Speed: 6.608 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 15][Batch 14099], Speed: 6.608 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 15][Batch 14199], Speed: 6.604 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 15][Batch 14299], Speed: 6.603 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 15][Batch 14399], Speed: 6.584 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 15][Batch 14499], Speed: 6.700 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 15][Batch 14599], Speed: 6.618 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 15] Training cost: 17786.322, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.101,RCNN_Mask=0.239
[Epoch 15] Validation: 
~~~~ Summary bbox 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 ] = 0.566
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.387
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.225
 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 ] = 0.446
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.307
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.511
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.552
 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 ] = 0.588
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.664
~~~~ Mean AP for bbox ~~~~
=35.3
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.322
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.530
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.341
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.184
 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 ] = 0.433
 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 ] = 0.468
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.502
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.339
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.545
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.634
~~~~ Mean AP for segm ~~~~
=32.2
[Epoch 15] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0015_32.2000.params
[Epoch 16][Batch 99], Speed: 6.323 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.103,RCNN_Mask=0.240,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 199], Speed: 6.578 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 299], Speed: 6.668 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 399], Speed: 6.650 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 499], Speed: 6.584 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 599], Speed: 6.602 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 699], Speed: 6.600 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 799], Speed: 6.605 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 899], Speed: 6.667 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 999], Speed: 6.594 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.234,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1099], Speed: 6.609 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.795,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1199], Speed: 6.613 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1299], Speed: 6.634 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1399], Speed: 6.607 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1499], Speed: 6.635 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1599], Speed: 6.565 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1699], Speed: 6.647 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.100,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1799], Speed: 6.663 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1899], Speed: 6.645 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.100,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 1999], Speed: 6.573 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2099], Speed: 6.645 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2199], Speed: 6.609 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2299], Speed: 6.573 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2399], Speed: 6.623 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2499], Speed: 6.591 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2599], Speed: 6.668 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2699], Speed: 6.663 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2799], Speed: 6.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.099,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2899], Speed: 6.683 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 2999], Speed: 6.633 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3099], Speed: 6.627 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.794,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3199], Speed: 6.625 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.235,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3299], Speed: 6.633 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.098,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3399], Speed: 6.662 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3499], Speed: 6.611 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3599], Speed: 6.555 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3699], Speed: 6.606 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3799], Speed: 6.611 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3899], Speed: 6.608 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 3999], Speed: 6.653 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4099], Speed: 6.651 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4199], Speed: 6.634 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4299], Speed: 6.572 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4399], Speed: 6.626 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4499], Speed: 6.618 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4599], Speed: 6.611 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4699], Speed: 6.661 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4799], Speed: 6.623 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4899], Speed: 6.620 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 4999], Speed: 6.679 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5099], Speed: 6.610 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5199], Speed: 6.634 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5299], Speed: 6.591 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.793,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5399], Speed: 6.680 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5499], Speed: 6.623 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5599], Speed: 6.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5699], Speed: 6.636 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.925,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5799], Speed: 6.698 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5899], Speed: 6.557 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 5999], Speed: 6.588 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6099], Speed: 6.638 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6199], Speed: 6.575 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6299], Speed: 6.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6399], Speed: 6.583 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6499], Speed: 6.582 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6599], Speed: 6.605 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6699], Speed: 6.661 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6799], Speed: 6.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6899], Speed: 6.598 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 6999], Speed: 6.654 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7099], Speed: 6.640 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7199], Speed: 6.656 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7299], Speed: 6.675 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7399], Speed: 6.624 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7499], Speed: 6.622 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.792,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7599], Speed: 6.576 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7699], Speed: 6.593 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7799], Speed: 6.667 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7899], Speed: 6.598 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 7999], Speed: 6.635 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8099], Speed: 6.594 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8199], Speed: 6.603 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8299], Speed: 6.644 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8399], Speed: 6.655 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8499], Speed: 6.625 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8599], Speed: 6.645 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8699], Speed: 6.620 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8799], Speed: 6.651 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8899], Speed: 6.663 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 8999], Speed: 6.658 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9099], Speed: 6.600 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9199], Speed: 6.551 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9299], Speed: 6.638 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9399], Speed: 6.634 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9499], Speed: 6.656 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.236,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9599], Speed: 6.659 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9699], Speed: 6.663 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9799], Speed: 6.605 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9899], Speed: 6.633 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 9999], Speed: 6.592 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.791,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10099], Speed: 6.629 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10199], Speed: 6.677 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10299], Speed: 6.656 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10399], Speed: 6.627 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10499], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10599], Speed: 6.633 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10699], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10799], Speed: 6.639 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10899], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 10999], Speed: 6.572 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11099], Speed: 6.625 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11199], Speed: 6.578 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11299], Speed: 6.631 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11399], Speed: 6.572 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11499], Speed: 6.592 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11599], Speed: 6.638 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11699], Speed: 6.541 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11799], Speed: 6.610 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11899], Speed: 6.697 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 11999], Speed: 6.656 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 12099], Speed: 6.636 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 12199], Speed: 6.659 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 12299], Speed: 6.605 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 12399], Speed: 6.596 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 12499], Speed: 6.675 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 12599], Speed: 6.674 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.099,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.790,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 12699], Speed: 6.639 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 12799], Speed: 6.638 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 12899], Speed: 6.628 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 12999], Speed: 6.649 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13099], Speed: 6.615 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13199], Speed: 6.647 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.493
[Epoch 16][Batch 13299], Speed: 6.654 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.237,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13399], Speed: 6.600 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13499], Speed: 6.691 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13599], Speed: 6.617 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13699], Speed: 6.676 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13799], Speed: 6.614 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13899], Speed: 6.669 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 13999], Speed: 6.625 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 14099], Speed: 6.676 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 14199], Speed: 6.661 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 14299], Speed: 6.632 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 14399], Speed: 6.593 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 14499], Speed: 6.677 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16][Batch 14599], Speed: 6.629 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 16] Training cost: 17698.333, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.100,RCNN_Mask=0.238
[Epoch 16] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0016_0.0000.params
[Epoch 17] Set learning rate to 0.001
[Epoch 17][Batch 99], Speed: 6.266 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.097,RCNN_Mask=0.233,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 199], Speed: 6.660 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.095,RCNN_Mask=0.230,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 299], Speed: 6.724 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.094,RCNN_Mask=0.228,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 399], Speed: 6.619 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.180,RCNN_SmoothL1=0.094,RCNN_Mask=0.228,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 499], Speed: 6.628 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.178,RCNN_SmoothL1=0.093,RCNN_Mask=0.227,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.789,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 599], Speed: 6.592 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.092,RCNN_Mask=0.225,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 699], Speed: 6.644 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.092,RCNN_Mask=0.225,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 799], Speed: 6.629 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.091,RCNN_Mask=0.224,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 899], Speed: 6.576 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.091,RCNN_Mask=0.224,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 999], Speed: 6.541 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.172,RCNN_SmoothL1=0.091,RCNN_Mask=0.224,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1099], Speed: 6.664 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.091,RCNN_Mask=0.223,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1199], Speed: 6.610 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.091,RCNN_Mask=0.223,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1299], Speed: 6.650 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.090,RCNN_Mask=0.223,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1399], Speed: 6.626 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.170,RCNN_SmoothL1=0.090,RCNN_Mask=0.223,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1499], Speed: 6.624 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.090,RCNN_Mask=0.223,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1599], Speed: 6.585 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1699], Speed: 6.645 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1799], Speed: 6.582 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.788,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1899], Speed: 6.676 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 1999], Speed: 6.599 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.168,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2099], Speed: 6.712 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2199], Speed: 6.674 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2299], Speed: 6.599 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2399], Speed: 6.683 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.090,RCNN_Mask=0.222,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2499], Speed: 6.683 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.089,RCNN_Mask=0.221,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2599], Speed: 6.617 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.089,RCNN_Mask=0.221,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2699], Speed: 6.671 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.089,RCNN_Mask=0.221,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2799], Speed: 6.635 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.089,RCNN_Mask=0.221,RPNAcc=0.987,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2899], Speed: 6.567 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.089,RCNN_Mask=0.221,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 2999], Speed: 6.618 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.089,RCNN_Mask=0.221,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.787,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3099], Speed: 6.599 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.089,RCNN_Mask=0.221,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3199], Speed: 6.622 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.089,RCNN_Mask=0.220,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3299], Speed: 6.539 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.089,RCNN_Mask=0.220,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3399], Speed: 6.555 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.089,RCNN_Mask=0.220,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3499], Speed: 6.752 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.088,RCNN_Mask=0.220,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3599], Speed: 6.622 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.088,RCNN_Mask=0.220,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3699], Speed: 6.708 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.088,RCNN_Mask=0.220,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3799], Speed: 6.576 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.088,RCNN_Mask=0.220,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3899], Speed: 6.648 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.088,RCNN_Mask=0.220,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 3999], Speed: 6.687 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4099], Speed: 6.613 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4199], Speed: 6.623 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.786,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4299], Speed: 6.639 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4399], Speed: 6.646 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4499], Speed: 6.612 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.987,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4599], Speed: 6.667 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4699], Speed: 6.541 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4799], Speed: 6.636 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4899], Speed: 6.638 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 4999], Speed: 6.576 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5099], Speed: 6.676 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5199], Speed: 6.591 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5299], Speed: 6.592 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.785,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5399], Speed: 6.670 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.088,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5499], Speed: 6.730 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.087,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5599], Speed: 6.578 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.087,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5699], Speed: 6.630 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.087,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5799], Speed: 6.639 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.087,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5899], Speed: 6.649 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.087,RCNN_Mask=0.219,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 5999], Speed: 6.572 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 6099], Speed: 6.618 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 6199], Speed: 6.603 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.881,MaskFGAcc=0.492
[Epoch 17][Batch 6299], Speed: 6.642 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 6399], Speed: 6.580 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 6499], Speed: 6.635 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.784,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 6599], Speed: 6.616 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 6699], Speed: 6.675 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 6799], Speed: 6.631 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 6899], Speed: 6.652 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 6999], Speed: 6.642 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7099], Speed: 6.682 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7199], Speed: 6.657 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.087,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7299], Speed: 6.622 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7399], Speed: 6.625 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7499], Speed: 6.612 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7599], Speed: 6.594 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.783,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7699], Speed: 6.633 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7799], Speed: 6.609 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7899], Speed: 6.664 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 7999], Speed: 6.589 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8099], Speed: 6.647 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8199], Speed: 6.675 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8299], Speed: 6.608 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8399], Speed: 6.597 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8499], Speed: 6.629 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8599], Speed: 6.594 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8699], Speed: 6.681 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8799], Speed: 6.597 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.782,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8899], Speed: 6.652 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 8999], Speed: 6.672 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 9099], Speed: 6.651 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 9199], Speed: 6.575 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 9299], Speed: 6.594 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 9399], Speed: 6.579 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.218,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.492
[Epoch 17][Batch 9499], Speed: 6.629 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 9599], Speed: 6.608 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 9699], Speed: 6.675 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 9799], Speed: 6.671 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 9899], Speed: 6.590 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.781,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 9999], Speed: 6.621 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10099], Speed: 6.595 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10199], Speed: 6.615 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10299], Speed: 6.637 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10399], Speed: 6.646 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10499], Speed: 6.653 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10599], Speed: 6.630 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10699], Speed: 6.634 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10799], Speed: 6.677 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10899], Speed: 6.642 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 10999], Speed: 6.588 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.086,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.780,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11099], Speed: 6.661 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11199], Speed: 6.641 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11299], Speed: 6.607 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11399], Speed: 6.601 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.926,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11499], Speed: 6.610 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11599], Speed: 6.632 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11699], Speed: 6.668 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11799], Speed: 6.615 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11899], Speed: 6.591 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 11999], Speed: 6.670 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12099], Speed: 6.674 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12199], Speed: 6.596 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.217,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.779,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12299], Speed: 6.652 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12399], Speed: 6.647 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12499], Speed: 6.610 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12599], Speed: 6.644 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12699], Speed: 6.611 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12799], Speed: 6.638 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12899], Speed: 6.596 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 12999], Speed: 6.552 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13099], Speed: 6.594 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13199], Speed: 6.647 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13299], Speed: 6.608 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13399], Speed: 6.667 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.778,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13499], Speed: 6.639 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13599], Speed: 6.650 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13699], Speed: 6.608 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13799], Speed: 6.575 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13899], Speed: 6.641 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 13999], Speed: 6.598 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 14099], Speed: 6.574 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 14199], Speed: 6.553 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 14299], Speed: 6.626 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 14399], Speed: 6.567 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 14499], Speed: 6.620 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.777,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17][Batch 14599], Speed: 6.571 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 17] Training cost: 17703.627, RPN_Conf=0.018,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.085,RCNN_Mask=0.216
[Epoch 17] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.417
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.633
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.457
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.461
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.530
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.341
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.590
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.426
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.630
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.720
~~~~ Mean AP for bbox ~~~~
=41.7
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.372
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.598
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.396
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.201
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.412
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.501
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.500
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.683
~~~~ Mean AP for segm ~~~~
=37.2
[Epoch 17] mAP 37.2 higher than current best [32.3] saving to mask_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 17] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0017_37.2000.params
[Epoch 18][Batch 99], Speed: 6.211 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.084,RCNN_Mask=0.215,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 199], Speed: 6.660 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.082,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 299], Speed: 6.534 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.147,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 399], Speed: 6.621 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.081,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 499], Speed: 6.677 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 599], Speed: 6.622 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 699], Speed: 6.574 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 799], Speed: 6.634 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 899], Speed: 6.633 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.776,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 999], Speed: 6.624 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.081,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1099], Speed: 6.644 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1199], Speed: 6.663 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1299], Speed: 6.661 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1399], Speed: 6.653 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1499], Speed: 6.617 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1599], Speed: 6.583 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1699], Speed: 6.624 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1799], Speed: 6.592 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.212,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1899], Speed: 6.657 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 1999], Speed: 6.570 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.775,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2099], Speed: 6.560 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2199], Speed: 6.634 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2299], Speed: 6.573 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2399], Speed: 6.633 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2499], Speed: 6.605 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2599], Speed: 6.627 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2699], Speed: 6.646 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2799], Speed: 6.629 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2899], Speed: 6.553 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.491
[Epoch 18][Batch 2999], Speed: 6.626 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3099], Speed: 6.607 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.774,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3199], Speed: 6.623 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3299], Speed: 6.681 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3399], Speed: 6.617 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3499], Speed: 6.622 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3599], Speed: 6.644 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3699], Speed: 6.680 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3799], Speed: 6.707 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3899], Speed: 6.686 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 3999], Speed: 6.688 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4099], Speed: 6.630 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4199], Speed: 6.674 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.773,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4299], Speed: 6.658 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4399], Speed: 6.622 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4499], Speed: 6.635 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4599], Speed: 6.618 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4699], Speed: 6.648 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4799], Speed: 6.661 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4899], Speed: 6.581 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 4999], Speed: 6.646 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 5099], Speed: 6.603 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 5199], Speed: 6.648 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 5299], Speed: 6.602 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 5399], Speed: 6.611 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.772,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 5499], Speed: 6.644 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 5599], Speed: 6.676 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.882,MaskFGAcc=0.490
[Epoch 18][Batch 5699], Speed: 6.623 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 5799], Speed: 6.616 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 5899], Speed: 6.609 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 5999], Speed: 6.564 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6099], Speed: 6.616 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6199], Speed: 6.616 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6299], Speed: 6.589 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6399], Speed: 6.713 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6499], Speed: 6.573 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.771,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6599], Speed: 6.586 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6699], Speed: 6.628 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6799], Speed: 6.661 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6899], Speed: 6.616 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 6999], Speed: 6.591 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7099], Speed: 6.608 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7199], Speed: 6.651 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7299], Speed: 6.649 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7399], Speed: 6.631 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7499], Speed: 6.605 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7599], Speed: 6.617 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.770,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7699], Speed: 6.677 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7799], Speed: 6.618 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7899], Speed: 6.662 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 7999], Speed: 6.587 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8099], Speed: 6.658 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8199], Speed: 6.624 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8299], Speed: 6.592 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8399], Speed: 6.678 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8499], Speed: 6.646 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8599], Speed: 6.640 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8699], Speed: 6.621 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.769,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8799], Speed: 6.605 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8899], Speed: 6.621 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 8999], Speed: 6.601 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9099], Speed: 6.604 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9199], Speed: 6.600 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9299], Speed: 6.621 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9399], Speed: 6.643 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9499], Speed: 6.613 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9599], Speed: 6.620 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9699], Speed: 6.628 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9799], Speed: 6.601 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9899], Speed: 6.653 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.768,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 9999], Speed: 6.596 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10099], Speed: 6.657 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10199], Speed: 6.654 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10299], Speed: 6.643 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10399], Speed: 6.616 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10499], Speed: 6.660 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.927,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10599], Speed: 6.594 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10699], Speed: 6.567 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10799], Speed: 6.649 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.490
[Epoch 18][Batch 10899], Speed: 6.601 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 10999], Speed: 6.634 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11099], Speed: 6.647 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.767,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11199], Speed: 6.572 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11299], Speed: 6.629 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11399], Speed: 6.638 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11499], Speed: 6.545 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11599], Speed: 6.619 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11699], Speed: 6.616 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11799], Speed: 6.631 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11899], Speed: 6.656 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 11999], Speed: 6.622 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12099], Speed: 6.613 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12199], Speed: 6.606 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.766,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12299], Speed: 6.648 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12399], Speed: 6.639 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12499], Speed: 6.587 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12599], Speed: 6.584 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12699], Speed: 6.583 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12799], Speed: 6.631 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12899], Speed: 6.603 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 12999], Speed: 6.622 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13099], Speed: 6.671 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.211,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13199], Speed: 6.619 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13299], Speed: 6.688 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13399], Speed: 6.590 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.765,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13499], Speed: 6.632 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13599], Speed: 6.567 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13699], Speed: 6.570 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13799], Speed: 6.605 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13899], Speed: 6.653 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 13999], Speed: 6.630 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 14099], Speed: 6.665 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 14199], Speed: 6.636 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 14299], Speed: 6.583 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 14399], Speed: 6.606 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 14499], Speed: 6.626 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18][Batch 14599], Speed: 6.687 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.764,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 18] Training cost: 17708.895, RPN_Conf=0.016,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.145,RCNN_SmoothL1=0.080,RCNN_Mask=0.210
[Epoch 18] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0018_0.0000.params
[Epoch 19][Batch 99], Speed: 6.188 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.078,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 199], Speed: 6.669 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.076,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 299], Speed: 6.603 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 399], Speed: 6.671 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.076,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 499], Speed: 6.619 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.076,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 599], Speed: 6.664 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.076,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 699], Speed: 6.649 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.076,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 799], Speed: 6.663 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 899], Speed: 6.714 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 999], Speed: 6.629 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1099], Speed: 6.639 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.763,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1199], Speed: 6.545 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1299], Speed: 6.618 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1399], Speed: 6.584 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1499], Speed: 6.678 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1599], Speed: 6.674 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1699], Speed: 6.620 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1799], Speed: 6.631 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1899], Speed: 6.630 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 1999], Speed: 6.592 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2099], Speed: 6.636 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2199], Speed: 6.633 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.762,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2299], Speed: 6.704 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2399], Speed: 6.646 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2499], Speed: 6.630 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2599], Speed: 6.624 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2699], Speed: 6.599 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2799], Speed: 6.671 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2899], Speed: 6.606 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 2999], Speed: 6.592 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3099], Speed: 6.673 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3199], Speed: 6.676 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3299], Speed: 6.625 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.761,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3399], Speed: 6.681 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.137,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3499], Speed: 6.616 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3599], Speed: 6.561 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3699], Speed: 6.659 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3799], Speed: 6.659 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3899], Speed: 6.647 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 3999], Speed: 6.612 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 4099], Speed: 6.638 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.489
[Epoch 19][Batch 4199], Speed: 6.619 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 4299], Speed: 6.677 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 4399], Speed: 6.627 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.760,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 4499], Speed: 6.629 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 4599], Speed: 6.632 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 4699], Speed: 6.610 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 4799], Speed: 6.618 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 4899], Speed: 6.605 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 4999], Speed: 6.636 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 5099], Speed: 6.628 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 5199], Speed: 6.537 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 5299], Speed: 6.662 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 5399], Speed: 6.586 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.883,MaskFGAcc=0.488
[Epoch 19][Batch 5499], Speed: 6.610 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 5599], Speed: 6.672 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.759,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 5699], Speed: 6.648 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 5799], Speed: 6.615 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 5899], Speed: 6.657 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 5999], Speed: 6.669 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6099], Speed: 6.676 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6199], Speed: 6.627 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6299], Speed: 6.652 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.138,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6399], Speed: 6.620 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6499], Speed: 6.600 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6599], Speed: 6.691 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6699], Speed: 6.691 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.758,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6799], Speed: 6.615 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6899], Speed: 6.656 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 6999], Speed: 6.614 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7099], Speed: 6.620 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7199], Speed: 6.549 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7299], Speed: 6.642 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7399], Speed: 6.627 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7499], Speed: 6.553 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7599], Speed: 6.506 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7699], Speed: 6.630 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7799], Speed: 6.626 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7899], Speed: 6.691 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.757,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 7999], Speed: 6.619 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8099], Speed: 6.622 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8199], Speed: 6.614 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8299], Speed: 6.667 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8399], Speed: 6.638 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8499], Speed: 6.671 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8599], Speed: 6.648 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8699], Speed: 6.628 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8799], Speed: 6.645 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8899], Speed: 6.603 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 8999], Speed: 6.608 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9099], Speed: 6.573 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.756,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9199], Speed: 6.596 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9299], Speed: 6.595 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9399], Speed: 6.671 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9499], Speed: 6.624 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9599], Speed: 6.634 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.928,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9699], Speed: 6.648 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9799], Speed: 6.630 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9899], Speed: 6.636 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 9999], Speed: 6.619 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10099], Speed: 6.532 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10199], Speed: 6.637 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10299], Speed: 6.599 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.755,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10399], Speed: 6.586 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10499], Speed: 6.608 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10599], Speed: 6.693 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10699], Speed: 6.590 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10799], Speed: 6.610 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10899], Speed: 6.603 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 10999], Speed: 6.617 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11099], Speed: 6.641 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11199], Speed: 6.631 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11299], Speed: 6.623 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11399], Speed: 6.566 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11499], Speed: 6.594 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.754,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11599], Speed: 6.615 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11699], Speed: 6.633 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11799], Speed: 6.630 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11899], Speed: 6.666 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 11999], Speed: 6.658 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 12099], Speed: 6.589 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 12199], Speed: 6.689 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 12299], Speed: 6.585 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 12399], Speed: 6.594 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 12499], Speed: 6.581 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 12599], Speed: 6.601 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 12699], Speed: 6.611 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.753,MaskAcc=0.884,MaskFGAcc=0.488
[Epoch 19][Batch 12799], Speed: 6.589 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 12899], Speed: 6.653 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 12999], Speed: 6.709 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13099], Speed: 6.611 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13199], Speed: 6.648 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13299], Speed: 6.636 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13399], Speed: 6.623 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13499], Speed: 6.563 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13599], Speed: 6.618 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13699], Speed: 6.615 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13799], Speed: 6.581 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13899], Speed: 6.602 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 13999], Speed: 6.625 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.752,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 14099], Speed: 6.634 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 14199], Speed: 6.618 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 14299], Speed: 6.650 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 14399], Speed: 6.568 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 14499], Speed: 6.594 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19][Batch 14599], Speed: 6.649 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 19] Training cost: 17706.626, RPN_Conf=0.015,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.077,RCNN_Mask=0.208
[Epoch 19] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.423
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.639
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.462
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.254
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.463
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.544
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.343
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.589
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.419
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.628
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.721
~~~~ Mean AP for bbox ~~~~
=42.3
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.377
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.605
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.400
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.414
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.513
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.317
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.499
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.527
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.567
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.683
~~~~ Mean AP for segm ~~~~
=37.7
[Epoch 19] mAP 37.7 higher than current best [37.2] saving to mask_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 19] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0019_37.7000.params
[Epoch 20][Batch 99], Speed: 6.307 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.077,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 199], Speed: 6.587 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.075,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 299], Speed: 6.562 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.076,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 399], Speed: 6.649 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 499], Speed: 6.679 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.751,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 599], Speed: 6.557 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.076,RCNN_Mask=0.208,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 699], Speed: 6.643 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 799], Speed: 6.607 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 899], Speed: 6.623 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.075,RCNN_Mask=0.207,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 999], Speed: 6.653 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.075,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1099], Speed: 6.642 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1199], Speed: 6.611 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.075,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1299], Speed: 6.669 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1399], Speed: 6.634 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.206,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1499], Speed: 6.629 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1599], Speed: 6.605 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.750,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1699], Speed: 6.633 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1799], Speed: 6.571 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1899], Speed: 6.612 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 1999], Speed: 6.636 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2099], Speed: 6.639 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2199], Speed: 6.623 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2299], Speed: 6.646 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2399], Speed: 6.639 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2499], Speed: 6.656 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2599], Speed: 6.628 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2699], Speed: 6.683 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2799], Speed: 6.679 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.749,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2899], Speed: 6.679 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 2999], Speed: 6.617 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3099], Speed: 6.635 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3199], Speed: 6.642 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3299], Speed: 6.626 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3399], Speed: 6.637 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3499], Speed: 6.645 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3599], Speed: 6.667 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3699], Speed: 6.626 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3799], Speed: 6.667 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3899], Speed: 6.594 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.258,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 3999], Speed: 6.645 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.748,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4099], Speed: 6.628 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4199], Speed: 6.617 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4299], Speed: 6.645 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4399], Speed: 6.684 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4499], Speed: 6.613 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.988,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4599], Speed: 6.621 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.988,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4699], Speed: 6.648 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4799], Speed: 6.604 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4899], Speed: 6.622 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 4999], Speed: 6.604 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5099], Speed: 6.598 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.747,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5199], Speed: 6.587 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5299], Speed: 6.597 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5399], Speed: 6.617 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5499], Speed: 6.607 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5599], Speed: 6.633 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5699], Speed: 6.657 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5799], Speed: 6.660 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.884,MaskFGAcc=0.487
[Epoch 20][Batch 5899], Speed: 6.690 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.885,MaskFGAcc=0.487
[Epoch 20][Batch 5999], Speed: 6.551 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.885,MaskFGAcc=0.487
[Epoch 20][Batch 6099], Speed: 6.628 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.885,MaskFGAcc=0.487
[Epoch 20][Batch 6199], Speed: 6.575 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.885,MaskFGAcc=0.487
[Epoch 20][Batch 6299], Speed: 6.650 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.885,MaskFGAcc=0.487
[Epoch 20][Batch 6399], Speed: 6.569 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.746,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 6499], Speed: 6.640 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 6599], Speed: 6.614 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 6699], Speed: 6.606 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 6799], Speed: 6.688 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 6899], Speed: 6.594 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 6999], Speed: 6.599 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7099], Speed: 6.633 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7199], Speed: 6.633 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7299], Speed: 6.603 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7399], Speed: 6.558 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7499], Speed: 6.577 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7599], Speed: 6.643 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.929,RCNNL1Loss=0.745,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7699], Speed: 6.642 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7799], Speed: 6.586 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7899], Speed: 6.678 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 7999], Speed: 6.586 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8099], Speed: 6.626 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8199], Speed: 6.619 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8299], Speed: 6.621 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8399], Speed: 6.641 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8499], Speed: 6.596 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8599], Speed: 6.649 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8699], Speed: 6.606 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8799], Speed: 6.579 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.744,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8899], Speed: 6.681 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 8999], Speed: 6.589 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9099], Speed: 6.628 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9199], Speed: 6.597 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9299], Speed: 6.624 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.929,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9399], Speed: 6.637 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9499], Speed: 6.685 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9599], Speed: 6.602 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9699], Speed: 6.624 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9799], Speed: 6.673 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9899], Speed: 6.645 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 9999], Speed: 6.603 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.743,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10099], Speed: 6.641 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10199], Speed: 6.619 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10299], Speed: 6.593 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10399], Speed: 6.638 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10499], Speed: 6.630 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10599], Speed: 6.581 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10699], Speed: 6.602 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10799], Speed: 6.651 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10899], Speed: 6.631 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 10999], Speed: 6.664 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11099], Speed: 6.619 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11199], Speed: 6.652 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.742,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11299], Speed: 6.582 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11399], Speed: 6.654 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11499], Speed: 6.634 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11599], Speed: 6.657 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11699], Speed: 6.644 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11799], Speed: 6.636 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11899], Speed: 6.623 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 11999], Speed: 6.658 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12099], Speed: 6.617 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12199], Speed: 6.594 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12299], Speed: 6.592 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12399], Speed: 6.583 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12499], Speed: 6.585 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.741,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12599], Speed: 6.624 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12699], Speed: 6.638 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12799], Speed: 6.637 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12899], Speed: 6.641 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 12999], Speed: 6.623 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13099], Speed: 6.612 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13199], Speed: 6.623 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13299], Speed: 6.624 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13399], Speed: 6.649 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13499], Speed: 6.574 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13599], Speed: 6.677 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13699], Speed: 6.602 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13799], Speed: 6.651 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.740,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13899], Speed: 6.602 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 13999], Speed: 6.616 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 14099], Speed: 6.615 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 14199], Speed: 6.651 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 14299], Speed: 6.575 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 14399], Speed: 6.590 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 14499], Speed: 6.665 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.486
[Epoch 20][Batch 14599], Speed: 6.633 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 20] Training cost: 17705.718, RPN_Conf=0.014,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.135,RCNN_SmoothL1=0.075,RCNN_Mask=0.205
[Epoch 20] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0020_0.0000.params
[Epoch 21][Batch 99], Speed: 6.194 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.071,RCNN_Mask=0.202,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 199], Speed: 6.617 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.073,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 299], Speed: 6.634 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.072,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 399], Speed: 6.599 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.739,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 499], Speed: 6.694 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 599], Speed: 6.631 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 699], Speed: 6.650 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.204,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 799], Speed: 6.701 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 899], Speed: 6.672 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 999], Speed: 6.662 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1099], Speed: 6.657 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1199], Speed: 6.606 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1299], Speed: 6.655 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1399], Speed: 6.616 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.073,RCNN_Mask=0.202,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1499], Speed: 6.560 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1599], Speed: 6.592 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.738,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1699], Speed: 6.646 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1799], Speed: 6.655 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1899], Speed: 6.616 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 1999], Speed: 6.648 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2099], Speed: 6.625 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2199], Speed: 6.674 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2299], Speed: 6.619 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2399], Speed: 6.636 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2499], Speed: 6.603 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2599], Speed: 6.665 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2699], Speed: 6.646 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2799], Speed: 6.594 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.737,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2899], Speed: 6.638 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 2999], Speed: 6.660 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3099], Speed: 6.625 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3199], Speed: 6.593 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3299], Speed: 6.609 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3399], Speed: 6.609 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3499], Speed: 6.637 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3599], Speed: 6.696 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3699], Speed: 6.610 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3799], Speed: 6.648 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3899], Speed: 6.670 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 3999], Speed: 6.585 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.736,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4099], Speed: 6.636 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4199], Speed: 6.661 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4299], Speed: 6.658 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4399], Speed: 6.673 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4499], Speed: 6.619 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4599], Speed: 6.611 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4699], Speed: 6.708 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4799], Speed: 6.627 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4899], Speed: 6.661 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 4999], Speed: 6.648 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5099], Speed: 6.616 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5199], Speed: 6.625 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5299], Speed: 6.591 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.735,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5399], Speed: 6.669 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5499], Speed: 6.683 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5599], Speed: 6.613 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5699], Speed: 6.598 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5799], Speed: 6.615 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5899], Speed: 6.579 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 5999], Speed: 6.625 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6099], Speed: 6.618 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6199], Speed: 6.621 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6299], Speed: 6.599 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6399], Speed: 6.589 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6499], Speed: 6.663 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.734,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6599], Speed: 6.621 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6699], Speed: 6.601 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6799], Speed: 6.652 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6899], Speed: 6.629 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 6999], Speed: 6.604 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 7099], Speed: 6.661 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 7199], Speed: 6.535 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.885,MaskFGAcc=0.485
[Epoch 21][Batch 7299], Speed: 6.655 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 7399], Speed: 6.668 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 7499], Speed: 6.679 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 7599], Speed: 6.669 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 7699], Speed: 6.691 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.733,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 7799], Speed: 6.569 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 7899], Speed: 6.662 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 7999], Speed: 6.662 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 8099], Speed: 6.616 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 8199], Speed: 6.650 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 8299], Speed: 6.650 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 8399], Speed: 6.614 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 8499], Speed: 6.563 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 8599], Speed: 6.622 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.485
[Epoch 21][Batch 8699], Speed: 6.595 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 8799], Speed: 6.690 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 8899], Speed: 6.562 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 8999], Speed: 6.604 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.732,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9099], Speed: 6.598 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9199], Speed: 6.621 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9299], Speed: 6.592 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9399], Speed: 6.652 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9499], Speed: 6.627 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.930,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9599], Speed: 6.624 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9699], Speed: 6.611 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9799], Speed: 6.576 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9899], Speed: 6.637 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 9999], Speed: 6.635 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.074,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10099], Speed: 6.696 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10199], Speed: 6.658 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10299], Speed: 6.638 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.731,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10399], Speed: 6.624 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10499], Speed: 6.664 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10599], Speed: 6.661 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10699], Speed: 6.611 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10799], Speed: 6.588 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10899], Speed: 6.688 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 10999], Speed: 6.593 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11099], Speed: 6.622 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11199], Speed: 6.570 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11299], Speed: 6.682 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11399], Speed: 6.637 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11499], Speed: 6.604 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11599], Speed: 6.609 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.730,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11699], Speed: 6.652 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11799], Speed: 6.691 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11899], Speed: 6.659 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 11999], Speed: 6.651 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12099], Speed: 6.624 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12199], Speed: 6.617 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12299], Speed: 6.561 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12399], Speed: 6.629 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12499], Speed: 6.584 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12599], Speed: 6.670 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12699], Speed: 6.628 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12799], Speed: 6.614 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12899], Speed: 6.661 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.729,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 12999], Speed: 6.609 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13099], Speed: 6.572 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13199], Speed: 6.723 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13299], Speed: 6.635 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13399], Speed: 6.580 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13499], Speed: 6.681 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13599], Speed: 6.672 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13699], Speed: 6.650 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13799], Speed: 6.593 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13899], Speed: 6.618 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 13999], Speed: 6.577 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 14099], Speed: 6.599 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 14199], Speed: 6.616 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 14299], Speed: 6.601 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.728,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 14399], Speed: 6.647 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 14499], Speed: 6.638 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21][Batch 14599], Speed: 6.643 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 21] Training cost: 17693.286, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.073,RCNN_Mask=0.203
[Epoch 21] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.422
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.637
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.458
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.464
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.543
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.340
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.582
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.414
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.617
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.726
~~~~ Mean AP for bbox ~~~~
=42.2
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.376
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.601
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.398
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.202
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.415
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.510
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.495
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.522
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.684
~~~~ Mean AP for segm ~~~~
=37.6
[Epoch 21] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0021_37.6000.params
[Epoch 22][Batch 99], Speed: 6.277 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 199], Speed: 6.610 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 299], Speed: 6.632 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.072,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 399], Speed: 6.585 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.072,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 499], Speed: 6.634 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.072,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 599], Speed: 6.670 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 699], Speed: 6.595 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 799], Speed: 6.650 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 899], Speed: 6.618 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.727,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 999], Speed: 6.554 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1099], Speed: 6.646 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1199], Speed: 6.588 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1299], Speed: 6.568 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1399], Speed: 6.617 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1499], Speed: 6.662 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1599], Speed: 6.615 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1699], Speed: 6.599 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1799], Speed: 6.636 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1899], Speed: 6.612 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 1999], Speed: 6.674 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 2099], Speed: 6.536 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.726,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 2199], Speed: 6.508 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 2299], Speed: 6.592 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 2399], Speed: 6.636 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 2499], Speed: 6.627 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.484
[Epoch 22][Batch 2599], Speed: 6.557 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 2699], Speed: 6.616 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 2799], Speed: 6.595 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 2899], Speed: 6.581 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 2999], Speed: 6.633 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3099], Speed: 6.681 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3199], Speed: 6.606 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3299], Speed: 6.608 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3399], Speed: 6.660 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.725,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3499], Speed: 6.615 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3599], Speed: 6.653 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3699], Speed: 6.604 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3799], Speed: 6.601 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3899], Speed: 6.573 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 3999], Speed: 6.626 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4099], Speed: 6.647 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4199], Speed: 6.626 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4299], Speed: 6.612 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4399], Speed: 6.587 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4499], Speed: 6.625 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4599], Speed: 6.666 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4699], Speed: 6.648 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.724,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4799], Speed: 6.632 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4899], Speed: 6.585 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 4999], Speed: 6.594 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5099], Speed: 6.613 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5199], Speed: 6.657 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5299], Speed: 6.631 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5399], Speed: 6.596 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5499], Speed: 6.647 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5599], Speed: 6.624 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5699], Speed: 6.625 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5799], Speed: 6.586 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5899], Speed: 6.679 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 5999], Speed: 6.601 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.723,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6099], Speed: 6.638 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6199], Speed: 6.602 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6299], Speed: 6.649 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6399], Speed: 6.642 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6499], Speed: 6.642 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6599], Speed: 6.598 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6699], Speed: 6.623 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6799], Speed: 6.690 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6899], Speed: 6.614 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 6999], Speed: 6.637 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7099], Speed: 6.586 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7199], Speed: 6.649 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7299], Speed: 6.622 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.722,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7399], Speed: 6.628 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7499], Speed: 6.678 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7599], Speed: 6.595 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7699], Speed: 6.679 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7799], Speed: 6.629 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.200,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7899], Speed: 6.631 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 7999], Speed: 6.557 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8099], Speed: 6.622 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8199], Speed: 6.576 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8299], Speed: 6.662 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8399], Speed: 6.656 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8499], Speed: 6.601 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8599], Speed: 6.664 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.721,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8699], Speed: 6.627 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8799], Speed: 6.642 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8899], Speed: 6.639 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 8999], Speed: 6.588 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 9099], Speed: 6.638 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 9199], Speed: 6.618 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 9299], Speed: 6.586 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 9399], Speed: 6.662 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 9499], Speed: 6.611 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.886,MaskFGAcc=0.483
[Epoch 22][Batch 9599], Speed: 6.601 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 9699], Speed: 6.581 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 9799], Speed: 6.605 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 9899], Speed: 6.632 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.720,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 9999], Speed: 6.655 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.931,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10099], Speed: 6.670 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10199], Speed: 6.648 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10299], Speed: 6.656 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10399], Speed: 6.590 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10499], Speed: 6.648 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10599], Speed: 6.650 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10699], Speed: 6.701 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10799], Speed: 6.646 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10899], Speed: 6.646 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 10999], Speed: 6.659 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 11099], Speed: 6.591 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 11199], Speed: 6.650 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 11299], Speed: 6.622 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.719,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 11399], Speed: 6.592 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 11499], Speed: 6.586 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 11599], Speed: 6.667 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 11699], Speed: 6.612 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.483
[Epoch 22][Batch 11799], Speed: 6.643 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 11899], Speed: 6.651 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 11999], Speed: 6.635 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12099], Speed: 6.618 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12199], Speed: 6.566 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12299], Speed: 6.594 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12399], Speed: 6.601 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12499], Speed: 6.658 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12599], Speed: 6.630 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12699], Speed: 6.659 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.718,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12799], Speed: 6.613 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12899], Speed: 6.572 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 12999], Speed: 6.602 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13099], Speed: 6.622 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13199], Speed: 6.572 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13299], Speed: 6.622 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13399], Speed: 6.608 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13499], Speed: 6.638 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13599], Speed: 6.653 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13699], Speed: 6.629 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13799], Speed: 6.610 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13899], Speed: 6.653 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 13999], Speed: 6.573 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.717,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 14099], Speed: 6.598 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 14199], Speed: 6.658 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 14299], Speed: 6.608 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 14399], Speed: 6.605 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 14499], Speed: 6.631 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22][Batch 14599], Speed: 6.600 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 22] Training cost: 17716.673, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.071,RCNN_Mask=0.201
[Epoch 22] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0022_0.0000.params
[Epoch 23] Set learning rate to 0.0001
[Epoch 23][Batch 99], Speed: 6.364 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.018,RCNN_CrossEntropy=0.119,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 199], Speed: 6.651 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.018,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.196,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 299], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 399], Speed: 6.571 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 499], Speed: 6.625 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 599], Speed: 6.628 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 699], Speed: 6.595 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.716,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 799], Speed: 6.514 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 899], Speed: 6.576 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.069,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 999], Speed: 6.620 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.069,RCNN_Mask=0.199,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1099], Speed: 6.662 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.069,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1199], Speed: 6.618 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.069,RCNN_Mask=0.199,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1299], Speed: 6.641 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.199,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1399], Speed: 6.642 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.199,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1499], Speed: 6.578 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.199,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1599], Speed: 6.651 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1699], Speed: 6.605 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1799], Speed: 6.644 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1899], Speed: 6.609 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 1999], Speed: 6.638 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.715,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2099], Speed: 6.554 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.199,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2199], Speed: 6.561 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2299], Speed: 6.628 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2399], Speed: 6.626 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.199,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2499], Speed: 6.612 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.069,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2599], Speed: 6.599 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2699], Speed: 6.595 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2799], Speed: 6.603 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2899], Speed: 6.592 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 2999], Speed: 6.580 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3099], Speed: 6.617 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3199], Speed: 6.609 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.714,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3299], Speed: 6.599 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3399], Speed: 6.624 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3499], Speed: 6.583 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3599], Speed: 6.613 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3699], Speed: 6.632 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3799], Speed: 6.650 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3899], Speed: 6.566 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 3999], Speed: 6.608 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4099], Speed: 6.621 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.247,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4199], Speed: 6.627 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4299], Speed: 6.608 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4399], Speed: 6.637 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4499], Speed: 6.627 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.713,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4599], Speed: 6.602 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4699], Speed: 6.611 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4799], Speed: 6.654 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4899], Speed: 6.551 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 4999], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5099], Speed: 6.654 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5199], Speed: 6.633 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5299], Speed: 6.590 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5399], Speed: 6.579 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5499], Speed: 6.623 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5599], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5699], Speed: 6.615 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.712,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5799], Speed: 6.595 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5899], Speed: 6.621 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 5999], Speed: 6.570 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 6099], Speed: 6.604 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 6199], Speed: 6.647 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.482
[Epoch 23][Batch 6299], Speed: 6.618 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 6399], Speed: 6.693 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 6499], Speed: 6.615 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 6599], Speed: 6.555 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 6699], Speed: 6.634 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 6799], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 6899], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 6999], Speed: 6.622 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.711,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7099], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7199], Speed: 6.645 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7299], Speed: 6.658 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7399], Speed: 6.627 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7499], Speed: 6.665 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7599], Speed: 6.650 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7699], Speed: 6.589 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7799], Speed: 6.644 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7899], Speed: 6.476 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 7999], Speed: 6.562 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8099], Speed: 6.622 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8199], Speed: 6.679 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.246,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8299], Speed: 6.605 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.710,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8399], Speed: 6.593 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8499], Speed: 6.602 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8599], Speed: 6.623 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8699], Speed: 6.703 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8799], Speed: 6.636 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8899], Speed: 6.634 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 8999], Speed: 6.628 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9099], Speed: 6.621 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9199], Speed: 6.566 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9299], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9399], Speed: 6.649 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9499], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9599], Speed: 6.589 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.709,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9699], Speed: 6.599 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9799], Speed: 6.589 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9899], Speed: 6.628 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 9999], Speed: 6.624 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10099], Speed: 6.610 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10199], Speed: 6.583 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10299], Speed: 6.658 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10399], Speed: 6.609 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10499], Speed: 6.650 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.932,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10599], Speed: 6.626 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10699], Speed: 6.610 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10799], Speed: 6.559 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10899], Speed: 6.695 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.989,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.708,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 10999], Speed: 6.580 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11099], Speed: 6.532 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11199], Speed: 6.603 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11299], Speed: 6.622 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11399], Speed: 6.571 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11499], Speed: 6.619 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11599], Speed: 6.698 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11699], Speed: 6.591 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11799], Speed: 6.572 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11899], Speed: 6.571 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 11999], Speed: 6.631 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 12099], Speed: 6.577 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 12199], Speed: 6.591 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.707,MaskAcc=0.887,MaskFGAcc=0.481
[Epoch 23][Batch 12299], Speed: 6.643 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 12399], Speed: 6.578 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 12499], Speed: 6.563 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 12599], Speed: 6.624 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 12699], Speed: 6.689 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 12799], Speed: 6.603 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 12899], Speed: 6.674 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 12999], Speed: 6.651 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13099], Speed: 6.606 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13199], Speed: 6.641 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13299], Speed: 6.583 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13399], Speed: 6.599 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13499], Speed: 6.578 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.706,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13599], Speed: 6.635 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13699], Speed: 6.603 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13799], Speed: 6.634 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13899], Speed: 6.611 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 13999], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 14099], Speed: 6.564 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 14199], Speed: 6.612 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 14299], Speed: 6.571 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 14399], Speed: 6.625 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 14499], Speed: 6.641 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23][Batch 14599], Speed: 6.581 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 23] Training cost: 17740.656, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.068,RCNN_Mask=0.197
[Epoch 23] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.423
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.638
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.462
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.251
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.462
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.343
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.580
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.409
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.615
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.726
~~~~ Mean AP for bbox ~~~~
=42.3
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.375
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.601
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.400
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.411
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.515
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.493
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.518
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.337
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.556
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.684
~~~~ Mean AP for segm ~~~~
=37.5
[Epoch 23] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0023_37.5000.params
[Epoch 24][Batch 99], Speed: 6.155 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.070,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 199], Speed: 6.653 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.705,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 299], Speed: 6.612 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 399], Speed: 6.607 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 499], Speed: 6.633 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.065,RCNN_Mask=0.194,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 599], Speed: 6.692 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.066,RCNN_Mask=0.194,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 699], Speed: 6.514 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 799], Speed: 6.588 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.194,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 899], Speed: 6.637 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.194,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 999], Speed: 6.616 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.481
[Epoch 24][Batch 1099], Speed: 6.655 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1199], Speed: 6.629 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1299], Speed: 6.590 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1399], Speed: 6.586 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1499], Speed: 6.599 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.704,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1599], Speed: 6.624 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1699], Speed: 6.688 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1799], Speed: 6.670 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1899], Speed: 6.678 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 1999], Speed: 6.635 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.195,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2099], Speed: 6.644 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2199], Speed: 6.619 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2299], Speed: 6.604 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2399], Speed: 6.671 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2499], Speed: 6.606 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2599], Speed: 6.617 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2699], Speed: 6.572 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2799], Speed: 6.663 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.703,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2899], Speed: 6.610 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 2999], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3099], Speed: 6.606 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3199], Speed: 6.670 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3299], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3399], Speed: 6.657 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3499], Speed: 6.587 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3599], Speed: 6.630 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3699], Speed: 6.602 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3799], Speed: 6.591 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3899], Speed: 6.593 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 3999], Speed: 6.553 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4099], Speed: 6.648 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4199], Speed: 6.608 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.702,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4299], Speed: 6.581 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4399], Speed: 6.667 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4499], Speed: 6.642 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4599], Speed: 6.607 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4699], Speed: 6.556 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4799], Speed: 6.653 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4899], Speed: 6.608 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 4999], Speed: 6.590 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5099], Speed: 6.674 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5199], Speed: 6.637 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5299], Speed: 6.609 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5399], Speed: 6.636 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5499], Speed: 6.585 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5599], Speed: 6.646 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.701,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5699], Speed: 6.604 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5799], Speed: 6.587 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5899], Speed: 6.641 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 5999], Speed: 6.658 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6099], Speed: 6.664 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6199], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6299], Speed: 6.671 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6399], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6499], Speed: 6.629 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6599], Speed: 6.677 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6699], Speed: 6.599 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6799], Speed: 6.594 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6899], Speed: 6.643 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.700,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 6999], Speed: 6.658 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7099], Speed: 6.579 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7199], Speed: 6.462 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7299], Speed: 6.621 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7399], Speed: 6.583 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7499], Speed: 6.626 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7599], Speed: 6.603 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7699], Speed: 6.628 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7799], Speed: 6.664 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7899], Speed: 6.605 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 7999], Speed: 6.655 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8099], Speed: 6.571 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8199], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8299], Speed: 6.624 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.699,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8399], Speed: 6.579 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8499], Speed: 6.589 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8599], Speed: 6.668 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8699], Speed: 6.583 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8799], Speed: 6.587 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8899], Speed: 6.598 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 8999], Speed: 6.562 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9099], Speed: 6.591 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9199], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9299], Speed: 6.631 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9399], Speed: 6.617 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9499], Speed: 6.626 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9599], Speed: 6.645 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9699], Speed: 6.652 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.698,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9799], Speed: 6.649 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9899], Speed: 6.701 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 9999], Speed: 6.602 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10099], Speed: 6.642 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10199], Speed: 6.584 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10299], Speed: 6.584 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10399], Speed: 6.601 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10499], Speed: 6.616 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10599], Speed: 6.622 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10699], Speed: 6.661 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10799], Speed: 6.598 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10899], Speed: 6.619 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.480
[Epoch 24][Batch 10999], Speed: 6.592 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11099], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.933,RCNNL1Loss=0.697,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11199], Speed: 6.678 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.933,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11299], Speed: 6.632 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.933,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11399], Speed: 6.625 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.933,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11499], Speed: 6.587 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.933,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11599], Speed: 6.615 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11699], Speed: 6.650 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11799], Speed: 6.615 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11899], Speed: 6.611 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 11999], Speed: 6.667 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12099], Speed: 6.600 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12199], Speed: 6.588 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12299], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12399], Speed: 6.659 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12499], Speed: 6.621 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.696,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12599], Speed: 6.616 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12699], Speed: 6.635 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12799], Speed: 6.664 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12899], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 12999], Speed: 6.668 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13099], Speed: 6.584 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13199], Speed: 6.654 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13299], Speed: 6.660 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13399], Speed: 6.683 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13499], Speed: 6.645 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13599], Speed: 6.608 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13699], Speed: 6.622 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13799], Speed: 6.648 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13899], Speed: 6.687 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.695,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 13999], Speed: 6.689 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 14099], Speed: 6.600 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 14199], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 14299], Speed: 6.583 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 14399], Speed: 6.591 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 14499], Speed: 6.643 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24][Batch 14599], Speed: 6.691 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 24] Training cost: 17715.669, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197
[Epoch 24] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0024_0.0000.params
[Epoch 25][Batch 99], Speed: 6.262 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.067,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 199], Speed: 6.657 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.067,RCNN_Mask=0.199,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 299], Speed: 6.596 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.119,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 399], Speed: 6.621 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 499], Speed: 6.661 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 599], Speed: 6.669 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 699], Speed: 6.708 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.694,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 799], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.068,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 899], Speed: 6.617 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 999], Speed: 6.647 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.198,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 1099], Speed: 6.604 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 1199], Speed: 6.589 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 1299], Speed: 6.619 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.888,MaskFGAcc=0.479
[Epoch 25][Batch 1399], Speed: 6.599 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 1499], Speed: 6.619 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 1599], Speed: 6.550 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 1699], Speed: 6.614 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 1799], Speed: 6.628 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 1899], Speed: 6.589 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 1999], Speed: 6.663 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2099], Speed: 6.619 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.693,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2199], Speed: 6.615 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2299], Speed: 6.579 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2399], Speed: 6.607 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2499], Speed: 6.600 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2599], Speed: 6.612 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2699], Speed: 6.607 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2799], Speed: 6.559 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2899], Speed: 6.607 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 2999], Speed: 6.576 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3099], Speed: 6.615 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3199], Speed: 6.681 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3299], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3399], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3499], Speed: 6.547 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3599], Speed: 6.621 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.692,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3699], Speed: 6.631 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3799], Speed: 6.638 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3899], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 3999], Speed: 6.627 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4099], Speed: 6.637 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4199], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4299], Speed: 6.595 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4399], Speed: 6.621 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4499], Speed: 6.562 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.197,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4599], Speed: 6.615 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4699], Speed: 6.572 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4799], Speed: 6.630 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.118,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4899], Speed: 6.642 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 4999], Speed: 6.679 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.067,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.691,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5099], Speed: 6.627 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5199], Speed: 6.654 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5299], Speed: 6.676 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5399], Speed: 6.639 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5499], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5599], Speed: 6.653 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5699], Speed: 6.623 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5799], Speed: 6.636 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5899], Speed: 6.543 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 5999], Speed: 6.649 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 6099], Speed: 6.584 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 6199], Speed: 6.546 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.479
[Epoch 25][Batch 6299], Speed: 6.595 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 6399], Speed: 6.660 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.690,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 6499], Speed: 6.589 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 6599], Speed: 6.638 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 6699], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 6799], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 6899], Speed: 6.552 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 6999], Speed: 6.547 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7099], Speed: 6.642 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7199], Speed: 6.598 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7299], Speed: 6.657 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7399], Speed: 6.663 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7499], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7599], Speed: 6.630 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7699], Speed: 6.593 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7799], Speed: 6.656 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7899], Speed: 6.601 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.689,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 7999], Speed: 6.663 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8099], Speed: 6.644 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8199], Speed: 6.576 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8299], Speed: 6.617 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8399], Speed: 6.613 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8499], Speed: 6.581 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8599], Speed: 6.606 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8699], Speed: 6.578 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8799], Speed: 6.600 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8899], Speed: 6.553 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 8999], Speed: 6.612 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9099], Speed: 6.601 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9199], Speed: 6.618 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9299], Speed: 6.640 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9399], Speed: 6.613 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.688,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9499], Speed: 6.594 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9599], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9699], Speed: 6.612 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9799], Speed: 6.659 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9899], Speed: 6.661 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 9999], Speed: 6.559 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10099], Speed: 6.632 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10199], Speed: 6.650 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10299], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10399], Speed: 6.643 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10499], Speed: 6.595 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10599], Speed: 6.566 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10699], Speed: 6.663 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10799], Speed: 6.551 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10899], Speed: 6.646 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.687,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 10999], Speed: 6.617 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11099], Speed: 6.676 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11199], Speed: 6.577 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11299], Speed: 6.648 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11399], Speed: 6.582 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11499], Speed: 6.543 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11599], Speed: 6.656 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11699], Speed: 6.609 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11799], Speed: 6.619 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11899], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 11999], Speed: 6.568 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12099], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12199], Speed: 6.667 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12299], Speed: 6.596 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12399], Speed: 6.618 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.686,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12499], Speed: 6.686 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12599], Speed: 6.488 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12699], Speed: 6.758 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12799], Speed: 6.635 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12899], Speed: 6.575 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 12999], Speed: 6.620 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13099], Speed: 6.609 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13199], Speed: 6.561 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13299], Speed: 6.612 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13399], Speed: 6.650 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13499], Speed: 6.590 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13599], Speed: 6.580 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.934,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13699], Speed: 6.567 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13799], Speed: 6.573 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13899], Speed: 6.637 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 13999], Speed: 6.581 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.685,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 14099], Speed: 6.614 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.684,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 14199], Speed: 6.599 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.684,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 14299], Speed: 6.624 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.684,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 14399], Speed: 6.586 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.684,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 14499], Speed: 6.611 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.684,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25][Batch 14599], Speed: 6.626 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.684,MaskAcc=0.889,MaskFGAcc=0.478
[Epoch 25] Training cost: 17739.935, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.066,RCNN_Mask=0.196
[Epoch 25] Validation: 
~~~~ Summary bbox metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.422
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.637
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.458
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.250
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.461
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.550
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.343
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.546
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.578
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.407
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.612
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.726
~~~~ Mean AP for bbox ~~~~
=42.2
~~~~ Summary segm metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.375
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.602
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.400
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.198
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.412
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.514
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.491
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.517
 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 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.680
~~~~ Mean AP for segm ~~~~
=37.5
[Epoch 25] Saving parameters to mask_rcnn_fpn_resnet101_v1d_coco_0025_37.5000.params