Namespace(batch_size=8, dataset='coco', epochs=26, gpus='0,1,2,3,4,5,6,7', log_interval=100, lr=0.01, lr_decay=0.1, lr_decay_epoch='17,23', lr_warmup=1000.0, mixup=False, momentum=0.9, network='resnet50_v1b', no_mixup_epochs=20, num_workers=4, resume='', save_interval=1, save_prefix='faster_rcnn_resnet50_v1b_coco', seed=233, start_epoch=0, val_interval=26, verbose=False, wd=0.0001)
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.003333333333333333
[Epoch 0][Batch 99], Speed: 10.250 samples/sec, RPN_Conf=0.335,RPN_SmoothL1=0.154,RCNN_CrossEntropy=1.089,RCNN_SmoothL1=0.315,RPNAcc=0.876,RPNL1Loss=0.626,RCNNAcc=0.823,RCNNL1Loss=1.941
[Epoch 0 Iteration 100] Set learning rate to 0.004
[Epoch 0][Batch 199], Speed: 14.810 samples/sec, RPN_Conf=0.294,RPN_SmoothL1=0.152,RCNN_CrossEntropy=0.968,RCNN_SmoothL1=0.330,RPNAcc=0.885,RPNL1Loss=0.604,RCNNAcc=0.827,RCNNL1Loss=1.962
[Epoch 0 Iteration 200] Set learning rate to 0.004666666666666667
[Epoch 0][Batch 299], Speed: 15.090 samples/sec, RPN_Conf=0.271,RPN_SmoothL1=0.147,RCNN_CrossEntropy=0.928,RCNN_SmoothL1=0.350,RPNAcc=0.892,RPNL1Loss=0.582,RCNNAcc=0.824,RCNNL1Loss=1.988
[Epoch 0 Iteration 300] Set learning rate to 0.005333333333333333
[Epoch 0][Batch 399], Speed: 14.807 samples/sec, RPN_Conf=0.256,RPN_SmoothL1=0.145,RCNN_CrossEntropy=0.899,RCNN_SmoothL1=0.365,RPNAcc=0.896,RPNL1Loss=0.576,RCNNAcc=0.821,RCNNL1Loss=2.005
[Epoch 0 Iteration 400] Set learning rate to 0.006
[Epoch 0][Batch 499], Speed: 14.805 samples/sec, RPN_Conf=0.245,RPN_SmoothL1=0.143,RCNN_CrossEntropy=0.875,RCNN_SmoothL1=0.374,RPNAcc=0.900,RPNL1Loss=0.565,RCNNAcc=0.820,RCNNL1Loss=2.015
[Epoch 0 Iteration 500] Set learning rate to 0.006666666666666666
[Epoch 0][Batch 599], Speed: 14.867 samples/sec, RPN_Conf=0.238,RPN_SmoothL1=0.141,RCNN_CrossEntropy=0.853,RCNN_SmoothL1=0.379,RPNAcc=0.902,RPNL1Loss=0.560,RCNNAcc=0.819,RCNNL1Loss=2.010
[Epoch 0 Iteration 600] Set learning rate to 0.007333333333333333
[Epoch 0][Batch 699], Speed: 14.778 samples/sec, RPN_Conf=0.232,RPN_SmoothL1=0.141,RCNN_CrossEntropy=0.838,RCNN_SmoothL1=0.381,RPNAcc=0.905,RPNL1Loss=0.557,RCNNAcc=0.819,RCNNL1Loss=2.004
[Epoch 0 Iteration 700] Set learning rate to 0.008
[Epoch 0][Batch 799], Speed: 15.180 samples/sec, RPN_Conf=0.226,RPN_SmoothL1=0.140,RCNN_CrossEntropy=0.826,RCNN_SmoothL1=0.385,RPNAcc=0.907,RPNL1Loss=0.552,RCNNAcc=0.819,RCNNL1Loss=1.999
[Epoch 0 Iteration 800] Set learning rate to 0.008666666666666668
[Epoch 0][Batch 899], Speed: 15.126 samples/sec, RPN_Conf=0.221,RPN_SmoothL1=0.138,RCNN_CrossEntropy=0.813,RCNN_SmoothL1=0.387,RPNAcc=0.909,RPNL1Loss=0.548,RCNNAcc=0.819,RCNNL1Loss=1.989
[Epoch 0 Iteration 900] Set learning rate to 0.009333333333333334
[Epoch 0][Batch 999], Speed: 15.130 samples/sec, RPN_Conf=0.217,RPN_SmoothL1=0.137,RCNN_CrossEntropy=0.804,RCNN_SmoothL1=0.387,RPNAcc=0.910,RPNL1Loss=0.544,RCNNAcc=0.818,RCNNL1Loss=1.979
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 15.063 samples/sec, RPN_Conf=0.214,RPN_SmoothL1=0.137,RCNN_CrossEntropy=0.799,RCNN_SmoothL1=0.388,RPNAcc=0.912,RPNL1Loss=0.541,RCNNAcc=0.818,RCNNL1Loss=1.970
[Epoch 0][Batch 1199], Speed: 15.202 samples/sec, RPN_Conf=0.211,RPN_SmoothL1=0.136,RCNN_CrossEntropy=0.792,RCNN_SmoothL1=0.389,RPNAcc=0.913,RPNL1Loss=0.535,RCNNAcc=0.817,RCNNL1Loss=1.957
[Epoch 0][Batch 1299], Speed: 15.086 samples/sec, RPN_Conf=0.209,RPN_SmoothL1=0.135,RCNN_CrossEntropy=0.785,RCNN_SmoothL1=0.389,RPNAcc=0.914,RPNL1Loss=0.533,RCNNAcc=0.818,RCNNL1Loss=1.945
[Epoch 0][Batch 1399], Speed: 15.076 samples/sec, RPN_Conf=0.207,RPN_SmoothL1=0.134,RCNN_CrossEntropy=0.775,RCNN_SmoothL1=0.388,RPNAcc=0.915,RPNL1Loss=0.528,RCNNAcc=0.818,RCNNL1Loss=1.932
[Epoch 0][Batch 1499], Speed: 15.010 samples/sec, RPN_Conf=0.204,RPN_SmoothL1=0.133,RCNN_CrossEntropy=0.766,RCNN_SmoothL1=0.387,RPNAcc=0.916,RPNL1Loss=0.525,RCNNAcc=0.819,RCNNL1Loss=1.916
[Epoch 0][Batch 1599], Speed: 15.263 samples/sec, RPN_Conf=0.202,RPN_SmoothL1=0.133,RCNN_CrossEntropy=0.759,RCNN_SmoothL1=0.386,RPNAcc=0.917,RPNL1Loss=0.523,RCNNAcc=0.819,RCNNL1Loss=1.903
[Epoch 0][Batch 1699], Speed: 15.202 samples/sec, RPN_Conf=0.200,RPN_SmoothL1=0.132,RCNN_CrossEntropy=0.752,RCNN_SmoothL1=0.384,RPNAcc=0.918,RPNL1Loss=0.521,RCNNAcc=0.820,RCNNL1Loss=1.889
[Epoch 0][Batch 1799], Speed: 15.211 samples/sec, RPN_Conf=0.199,RPN_SmoothL1=0.132,RCNN_CrossEntropy=0.745,RCNN_SmoothL1=0.382,RPNAcc=0.918,RPNL1Loss=0.518,RCNNAcc=0.820,RCNNL1Loss=1.873
[Epoch 0][Batch 1899], Speed: 15.057 samples/sec, RPN_Conf=0.197,RPN_SmoothL1=0.131,RCNN_CrossEntropy=0.739,RCNN_SmoothL1=0.381,RPNAcc=0.919,RPNL1Loss=0.516,RCNNAcc=0.821,RCNNL1Loss=1.861
[Epoch 0][Batch 1999], Speed: 15.010 samples/sec, RPN_Conf=0.196,RPN_SmoothL1=0.130,RCNN_CrossEntropy=0.734,RCNN_SmoothL1=0.379,RPNAcc=0.919,RPNL1Loss=0.513,RCNNAcc=0.821,RCNNL1Loss=1.848
[Epoch 0][Batch 2099], Speed: 14.951 samples/sec, RPN_Conf=0.194,RPN_SmoothL1=0.130,RCNN_CrossEntropy=0.728,RCNN_SmoothL1=0.377,RPNAcc=0.920,RPNL1Loss=0.511,RCNNAcc=0.822,RCNNL1Loss=1.835
[Epoch 0][Batch 2199], Speed: 15.094 samples/sec, RPN_Conf=0.193,RPN_SmoothL1=0.129,RCNN_CrossEntropy=0.723,RCNN_SmoothL1=0.375,RPNAcc=0.921,RPNL1Loss=0.510,RCNNAcc=0.822,RCNNL1Loss=1.821
[Epoch 0][Batch 2299], Speed: 15.051 samples/sec, RPN_Conf=0.192,RPN_SmoothL1=0.129,RCNN_CrossEntropy=0.717,RCNN_SmoothL1=0.373,RPNAcc=0.921,RPNL1Loss=0.508,RCNNAcc=0.823,RCNNL1Loss=1.809
[Epoch 0][Batch 2399], Speed: 15.078 samples/sec, RPN_Conf=0.190,RPN_SmoothL1=0.129,RCNN_CrossEntropy=0.712,RCNN_SmoothL1=0.371,RPNAcc=0.921,RPNL1Loss=0.507,RCNNAcc=0.823,RCNNL1Loss=1.796
[Epoch 0][Batch 2499], Speed: 15.141 samples/sec, RPN_Conf=0.189,RPN_SmoothL1=0.128,RCNN_CrossEntropy=0.708,RCNN_SmoothL1=0.369,RPNAcc=0.922,RPNL1Loss=0.505,RCNNAcc=0.824,RCNNL1Loss=1.783
[Epoch 0][Batch 2599], Speed: 15.123 samples/sec, RPN_Conf=0.188,RPN_SmoothL1=0.128,RCNN_CrossEntropy=0.703,RCNN_SmoothL1=0.368,RPNAcc=0.923,RPNL1Loss=0.504,RCNNAcc=0.824,RCNNL1Loss=1.772
[Epoch 0][Batch 2699], Speed: 15.012 samples/sec, RPN_Conf=0.186,RPN_SmoothL1=0.127,RCNN_CrossEntropy=0.699,RCNN_SmoothL1=0.366,RPNAcc=0.923,RPNL1Loss=0.502,RCNNAcc=0.824,RCNNL1Loss=1.760
[Epoch 0][Batch 2799], Speed: 15.362 samples/sec, RPN_Conf=0.186,RPN_SmoothL1=0.127,RCNN_CrossEntropy=0.695,RCNN_SmoothL1=0.365,RPNAcc=0.924,RPNL1Loss=0.501,RCNNAcc=0.825,RCNNL1Loss=1.751
[Epoch 0][Batch 2899], Speed: 15.169 samples/sec, RPN_Conf=0.184,RPN_SmoothL1=0.126,RCNN_CrossEntropy=0.691,RCNN_SmoothL1=0.363,RPNAcc=0.924,RPNL1Loss=0.498,RCNNAcc=0.825,RCNNL1Loss=1.741
[Epoch 0][Batch 2999], Speed: 15.283 samples/sec, RPN_Conf=0.183,RPN_SmoothL1=0.126,RCNN_CrossEntropy=0.686,RCNN_SmoothL1=0.361,RPNAcc=0.925,RPNL1Loss=0.497,RCNNAcc=0.826,RCNNL1Loss=1.729
[Epoch 0][Batch 3099], Speed: 15.272 samples/sec, RPN_Conf=0.182,RPN_SmoothL1=0.126,RCNN_CrossEntropy=0.682,RCNN_SmoothL1=0.360,RPNAcc=0.925,RPNL1Loss=0.496,RCNNAcc=0.826,RCNNL1Loss=1.719
[Epoch 0][Batch 3199], Speed: 15.224 samples/sec, RPN_Conf=0.181,RPN_SmoothL1=0.125,RCNN_CrossEntropy=0.679,RCNN_SmoothL1=0.358,RPNAcc=0.925,RPNL1Loss=0.494,RCNNAcc=0.826,RCNNL1Loss=1.708
[Epoch 0][Batch 3299], Speed: 15.209 samples/sec, RPN_Conf=0.181,RPN_SmoothL1=0.125,RCNN_CrossEntropy=0.675,RCNN_SmoothL1=0.357,RPNAcc=0.926,RPNL1Loss=0.492,RCNNAcc=0.827,RCNNL1Loss=1.698
[Epoch 0][Batch 3399], Speed: 15.390 samples/sec, RPN_Conf=0.180,RPN_SmoothL1=0.125,RCNN_CrossEntropy=0.671,RCNN_SmoothL1=0.355,RPNAcc=0.926,RPNL1Loss=0.491,RCNNAcc=0.827,RCNNL1Loss=1.689
[Epoch 0][Batch 3499], Speed: 15.225 samples/sec, RPN_Conf=0.179,RPN_SmoothL1=0.124,RCNN_CrossEntropy=0.667,RCNN_SmoothL1=0.354,RPNAcc=0.926,RPNL1Loss=0.490,RCNNAcc=0.828,RCNNL1Loss=1.680
[Epoch 0][Batch 3599], Speed: 15.204 samples/sec, RPN_Conf=0.178,RPN_SmoothL1=0.124,RCNN_CrossEntropy=0.664,RCNN_SmoothL1=0.352,RPNAcc=0.927,RPNL1Loss=0.488,RCNNAcc=0.828,RCNNL1Loss=1.671
[Epoch 0][Batch 3699], Speed: 15.008 samples/sec, RPN_Conf=0.178,RPN_SmoothL1=0.124,RCNN_CrossEntropy=0.661,RCNN_SmoothL1=0.351,RPNAcc=0.927,RPNL1Loss=0.488,RCNNAcc=0.828,RCNNL1Loss=1.663
[Epoch 0][Batch 3799], Speed: 15.044 samples/sec, RPN_Conf=0.177,RPN_SmoothL1=0.123,RCNN_CrossEntropy=0.658,RCNN_SmoothL1=0.349,RPNAcc=0.927,RPNL1Loss=0.487,RCNNAcc=0.829,RCNNL1Loss=1.655
[Epoch 0][Batch 3899], Speed: 15.148 samples/sec, RPN_Conf=0.176,RPN_SmoothL1=0.123,RCNN_CrossEntropy=0.655,RCNN_SmoothL1=0.348,RPNAcc=0.928,RPNL1Loss=0.486,RCNNAcc=0.829,RCNNL1Loss=1.647
[Epoch 0][Batch 3999], Speed: 15.240 samples/sec, RPN_Conf=0.175,RPN_SmoothL1=0.123,RCNN_CrossEntropy=0.652,RCNN_SmoothL1=0.347,RPNAcc=0.928,RPNL1Loss=0.485,RCNNAcc=0.830,RCNNL1Loss=1.638
[Epoch 0][Batch 4099], Speed: 15.142 samples/sec, RPN_Conf=0.175,RPN_SmoothL1=0.123,RCNN_CrossEntropy=0.650,RCNN_SmoothL1=0.345,RPNAcc=0.928,RPNL1Loss=0.484,RCNNAcc=0.830,RCNNL1Loss=1.631
[Epoch 0][Batch 4199], Speed: 14.916 samples/sec, RPN_Conf=0.174,RPN_SmoothL1=0.123,RCNN_CrossEntropy=0.647,RCNN_SmoothL1=0.344,RPNAcc=0.928,RPNL1Loss=0.483,RCNNAcc=0.830,RCNNL1Loss=1.623
[Epoch 0][Batch 4299], Speed: 14.921 samples/sec, RPN_Conf=0.174,RPN_SmoothL1=0.122,RCNN_CrossEntropy=0.644,RCNN_SmoothL1=0.343,RPNAcc=0.929,RPNL1Loss=0.482,RCNNAcc=0.831,RCNNL1Loss=1.617
[Epoch 0][Batch 4399], Speed: 15.013 samples/sec, RPN_Conf=0.173,RPN_SmoothL1=0.122,RCNN_CrossEntropy=0.642,RCNN_SmoothL1=0.342,RPNAcc=0.929,RPNL1Loss=0.481,RCNNAcc=0.831,RCNNL1Loss=1.610
[Epoch 0][Batch 4499], Speed: 14.993 samples/sec, RPN_Conf=0.172,RPN_SmoothL1=0.122,RCNN_CrossEntropy=0.639,RCNN_SmoothL1=0.340,RPNAcc=0.929,RPNL1Loss=0.480,RCNNAcc=0.831,RCNNL1Loss=1.603
[Epoch 0][Batch 4599], Speed: 14.943 samples/sec, RPN_Conf=0.172,RPN_SmoothL1=0.122,RCNN_CrossEntropy=0.637,RCNN_SmoothL1=0.339,RPNAcc=0.929,RPNL1Loss=0.480,RCNNAcc=0.832,RCNNL1Loss=1.598
[Epoch 0][Batch 4699], Speed: 15.200 samples/sec, RPN_Conf=0.171,RPN_SmoothL1=0.122,RCNN_CrossEntropy=0.635,RCNN_SmoothL1=0.338,RPNAcc=0.930,RPNL1Loss=0.479,RCNNAcc=0.832,RCNNL1Loss=1.591
[Epoch 0][Batch 4799], Speed: 15.080 samples/sec, RPN_Conf=0.171,RPN_SmoothL1=0.121,RCNN_CrossEntropy=0.632,RCNN_SmoothL1=0.337,RPNAcc=0.930,RPNL1Loss=0.478,RCNNAcc=0.832,RCNNL1Loss=1.585
[Epoch 0][Batch 4899], Speed: 15.132 samples/sec, RPN_Conf=0.170,RPN_SmoothL1=0.121,RCNN_CrossEntropy=0.630,RCNN_SmoothL1=0.336,RPNAcc=0.930,RPNL1Loss=0.477,RCNNAcc=0.833,RCNNL1Loss=1.579
[Epoch 0][Batch 4999], Speed: 14.876 samples/sec, RPN_Conf=0.170,RPN_SmoothL1=0.121,RCNN_CrossEntropy=0.628,RCNN_SmoothL1=0.335,RPNAcc=0.930,RPNL1Loss=0.476,RCNNAcc=0.833,RCNNL1Loss=1.572
[Epoch 0][Batch 5099], Speed: 15.152 samples/sec, RPN_Conf=0.169,RPN_SmoothL1=0.121,RCNN_CrossEntropy=0.626,RCNN_SmoothL1=0.334,RPNAcc=0.931,RPNL1Loss=0.475,RCNNAcc=0.833,RCNNL1Loss=1.566
[Epoch 0][Batch 5199], Speed: 15.155 samples/sec, RPN_Conf=0.169,RPN_SmoothL1=0.120,RCNN_CrossEntropy=0.624,RCNN_SmoothL1=0.333,RPNAcc=0.931,RPNL1Loss=0.475,RCNNAcc=0.833,RCNNL1Loss=1.561
[Epoch 0][Batch 5299], Speed: 15.203 samples/sec, RPN_Conf=0.168,RPN_SmoothL1=0.120,RCNN_CrossEntropy=0.622,RCNN_SmoothL1=0.332,RPNAcc=0.931,RPNL1Loss=0.474,RCNNAcc=0.834,RCNNL1Loss=1.555
[Epoch 0][Batch 5399], Speed: 15.293 samples/sec, RPN_Conf=0.168,RPN_SmoothL1=0.120,RCNN_CrossEntropy=0.620,RCNN_SmoothL1=0.331,RPNAcc=0.931,RPNL1Loss=0.473,RCNNAcc=0.834,RCNNL1Loss=1.550
[Epoch 0][Batch 5499], Speed: 15.073 samples/sec, RPN_Conf=0.167,RPN_SmoothL1=0.120,RCNN_CrossEntropy=0.618,RCNN_SmoothL1=0.330,RPNAcc=0.931,RPNL1Loss=0.473,RCNNAcc=0.834,RCNNL1Loss=1.544
[Epoch 0][Batch 5599], Speed: 15.029 samples/sec, RPN_Conf=0.167,RPN_SmoothL1=0.120,RCNN_CrossEntropy=0.616,RCNN_SmoothL1=0.329,RPNAcc=0.932,RPNL1Loss=0.472,RCNNAcc=0.835,RCNNL1Loss=1.539
[Epoch 0][Batch 5699], Speed: 14.897 samples/sec, RPN_Conf=0.166,RPN_SmoothL1=0.120,RCNN_CrossEntropy=0.614,RCNN_SmoothL1=0.328,RPNAcc=0.932,RPNL1Loss=0.471,RCNNAcc=0.835,RCNNL1Loss=1.533
[Epoch 0][Batch 5799], Speed: 15.105 samples/sec, RPN_Conf=0.166,RPN_SmoothL1=0.120,RCNN_CrossEntropy=0.612,RCNN_SmoothL1=0.327,RPNAcc=0.932,RPNL1Loss=0.471,RCNNAcc=0.835,RCNNL1Loss=1.528
[Epoch 0][Batch 5899], Speed: 14.991 samples/sec, RPN_Conf=0.166,RPN_SmoothL1=0.120,RCNN_CrossEntropy=0.610,RCNN_SmoothL1=0.326,RPNAcc=0.932,RPNL1Loss=0.470,RCNNAcc=0.835,RCNNL1Loss=1.523
[Epoch 0][Batch 5999], Speed: 14.952 samples/sec, RPN_Conf=0.165,RPN_SmoothL1=0.119,RCNN_CrossEntropy=0.609,RCNN_SmoothL1=0.325,RPNAcc=0.932,RPNL1Loss=0.469,RCNNAcc=0.836,RCNNL1Loss=1.519
[Epoch 0][Batch 6099], Speed: 15.027 samples/sec, RPN_Conf=0.165,RPN_SmoothL1=0.119,RCNN_CrossEntropy=0.607,RCNN_SmoothL1=0.324,RPNAcc=0.932,RPNL1Loss=0.469,RCNNAcc=0.836,RCNNL1Loss=1.514
[Epoch 0][Batch 6199], Speed: 15.036 samples/sec, RPN_Conf=0.164,RPN_SmoothL1=0.119,RCNN_CrossEntropy=0.605,RCNN_SmoothL1=0.324,RPNAcc=0.933,RPNL1Loss=0.468,RCNNAcc=0.836,RCNNL1Loss=1.510
[Epoch 0][Batch 6299], Speed: 15.020 samples/sec, RPN_Conf=0.164,RPN_SmoothL1=0.119,RCNN_CrossEntropy=0.603,RCNN_SmoothL1=0.323,RPNAcc=0.933,RPNL1Loss=0.468,RCNNAcc=0.836,RCNNL1Loss=1.506
[Epoch 0][Batch 6399], Speed: 15.203 samples/sec, RPN_Conf=0.164,RPN_SmoothL1=0.119,RCNN_CrossEntropy=0.602,RCNN_SmoothL1=0.322,RPNAcc=0.933,RPNL1Loss=0.467,RCNNAcc=0.837,RCNNL1Loss=1.501
[Epoch 0][Batch 6499], Speed: 14.832 samples/sec, RPN_Conf=0.163,RPN_SmoothL1=0.119,RCNN_CrossEntropy=0.600,RCNN_SmoothL1=0.321,RPNAcc=0.933,RPNL1Loss=0.467,RCNNAcc=0.837,RCNNL1Loss=1.497
[Epoch 0][Batch 6599], Speed: 15.017 samples/sec, RPN_Conf=0.163,RPN_SmoothL1=0.119,RCNN_CrossEntropy=0.599,RCNN_SmoothL1=0.321,RPNAcc=0.933,RPNL1Loss=0.466,RCNNAcc=0.837,RCNNL1Loss=1.493
[Epoch 0][Batch 6699], Speed: 14.923 samples/sec, RPN_Conf=0.163,RPN_SmoothL1=0.118,RCNN_CrossEntropy=0.597,RCNN_SmoothL1=0.320,RPNAcc=0.933,RPNL1Loss=0.466,RCNNAcc=0.837,RCNNL1Loss=1.489
[Epoch 0][Batch 6799], Speed: 14.958 samples/sec, RPN_Conf=0.162,RPN_SmoothL1=0.118,RCNN_CrossEntropy=0.596,RCNN_SmoothL1=0.319,RPNAcc=0.934,RPNL1Loss=0.465,RCNNAcc=0.837,RCNNL1Loss=1.485
[Epoch 0][Batch 6899], Speed: 14.740 samples/sec, RPN_Conf=0.162,RPN_SmoothL1=0.118,RCNN_CrossEntropy=0.595,RCNN_SmoothL1=0.318,RPNAcc=0.934,RPNL1Loss=0.464,RCNNAcc=0.838,RCNNL1Loss=1.481
[Epoch 0][Batch 6999], Speed: 14.791 samples/sec, RPN_Conf=0.162,RPN_SmoothL1=0.118,RCNN_CrossEntropy=0.593,RCNN_SmoothL1=0.318,RPNAcc=0.934,RPNL1Loss=0.464,RCNNAcc=0.838,RCNNL1Loss=1.476
[Epoch 0][Batch 7099], Speed: 15.017 samples/sec, RPN_Conf=0.161,RPN_SmoothL1=0.118,RCNN_CrossEntropy=0.592,RCNN_SmoothL1=0.317,RPNAcc=0.934,RPNL1Loss=0.463,RCNNAcc=0.838,RCNNL1Loss=1.473
[Epoch 0][Batch 7199], Speed: 14.971 samples/sec, RPN_Conf=0.161,RPN_SmoothL1=0.118,RCNN_CrossEntropy=0.590,RCNN_SmoothL1=0.316,RPNAcc=0.934,RPNL1Loss=0.463,RCNNAcc=0.838,RCNNL1Loss=1.469
[Epoch 0][Batch 7299], Speed: 14.940 samples/sec, RPN_Conf=0.161,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.589,RCNN_SmoothL1=0.316,RPNAcc=0.934,RPNL1Loss=0.462,RCNNAcc=0.839,RCNNL1Loss=1.466
[Epoch 0][Batch 7399], Speed: 14.929 samples/sec, RPN_Conf=0.160,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.588,RCNN_SmoothL1=0.315,RPNAcc=0.934,RPNL1Loss=0.462,RCNNAcc=0.839,RCNNL1Loss=1.462
[Epoch 0][Batch 7499], Speed: 15.000 samples/sec, RPN_Conf=0.160,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.586,RCNN_SmoothL1=0.314,RPNAcc=0.935,RPNL1Loss=0.461,RCNNAcc=0.839,RCNNL1Loss=1.458
[Epoch 0][Batch 7599], Speed: 14.926 samples/sec, RPN_Conf=0.160,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.585,RCNN_SmoothL1=0.313,RPNAcc=0.935,RPNL1Loss=0.461,RCNNAcc=0.839,RCNNL1Loss=1.455
[Epoch 0][Batch 7699], Speed: 15.342 samples/sec, RPN_Conf=0.159,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.584,RCNN_SmoothL1=0.313,RPNAcc=0.935,RPNL1Loss=0.460,RCNNAcc=0.839,RCNNL1Loss=1.451
[Epoch 0][Batch 7799], Speed: 15.324 samples/sec, RPN_Conf=0.159,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.582,RCNN_SmoothL1=0.312,RPNAcc=0.935,RPNL1Loss=0.460,RCNNAcc=0.840,RCNNL1Loss=1.448
[Epoch 0][Batch 7899], Speed: 15.348 samples/sec, RPN_Conf=0.159,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.581,RCNN_SmoothL1=0.312,RPNAcc=0.935,RPNL1Loss=0.459,RCNNAcc=0.840,RCNNL1Loss=1.444
[Epoch 0][Batch 7999], Speed: 15.450 samples/sec, RPN_Conf=0.159,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.580,RCNN_SmoothL1=0.311,RPNAcc=0.935,RPNL1Loss=0.459,RCNNAcc=0.840,RCNNL1Loss=1.441
[Epoch 0][Batch 8099], Speed: 15.776 samples/sec, RPN_Conf=0.158,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.579,RCNN_SmoothL1=0.310,RPNAcc=0.935,RPNL1Loss=0.458,RCNNAcc=0.840,RCNNL1Loss=1.437
[Epoch 0][Batch 8199], Speed: 15.581 samples/sec, RPN_Conf=0.158,RPN_SmoothL1=0.117,RCNN_CrossEntropy=0.578,RCNN_SmoothL1=0.310,RPNAcc=0.935,RPNL1Loss=0.458,RCNNAcc=0.840,RCNNL1Loss=1.434
[Epoch 0][Batch 8299], Speed: 15.501 samples/sec, RPN_Conf=0.158,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.576,RCNN_SmoothL1=0.309,RPNAcc=0.936,RPNL1Loss=0.458,RCNNAcc=0.841,RCNNL1Loss=1.431
[Epoch 0][Batch 8399], Speed: 15.338 samples/sec, RPN_Conf=0.158,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.575,RCNN_SmoothL1=0.308,RPNAcc=0.936,RPNL1Loss=0.457,RCNNAcc=0.841,RCNNL1Loss=1.427
[Epoch 0][Batch 8499], Speed: 15.557 samples/sec, RPN_Conf=0.157,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.574,RCNN_SmoothL1=0.308,RPNAcc=0.936,RPNL1Loss=0.457,RCNNAcc=0.841,RCNNL1Loss=1.425
[Epoch 0][Batch 8599], Speed: 15.929 samples/sec, RPN_Conf=0.157,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.573,RCNN_SmoothL1=0.307,RPNAcc=0.936,RPNL1Loss=0.456,RCNNAcc=0.841,RCNNL1Loss=1.422
[Epoch 0][Batch 8699], Speed: 15.594 samples/sec, RPN_Conf=0.157,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.572,RCNN_SmoothL1=0.307,RPNAcc=0.936,RPNL1Loss=0.456,RCNNAcc=0.841,RCNNL1Loss=1.419
[Epoch 0][Batch 8799], Speed: 15.424 samples/sec, RPN_Conf=0.157,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.571,RCNN_SmoothL1=0.306,RPNAcc=0.936,RPNL1Loss=0.456,RCNNAcc=0.841,RCNNL1Loss=1.416
[Epoch 0][Batch 8899], Speed: 15.501 samples/sec, RPN_Conf=0.156,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.570,RCNN_SmoothL1=0.306,RPNAcc=0.936,RPNL1Loss=0.455,RCNNAcc=0.842,RCNNL1Loss=1.413
[Epoch 0][Batch 8999], Speed: 15.520 samples/sec, RPN_Conf=0.156,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.569,RCNN_SmoothL1=0.305,RPNAcc=0.936,RPNL1Loss=0.455,RCNNAcc=0.842,RCNNL1Loss=1.411
[Epoch 0][Batch 9099], Speed: 15.389 samples/sec, RPN_Conf=0.156,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.568,RCNN_SmoothL1=0.305,RPNAcc=0.936,RPNL1Loss=0.455,RCNNAcc=0.842,RCNNL1Loss=1.408
[Epoch 0][Batch 9199], Speed: 15.527 samples/sec, RPN_Conf=0.156,RPN_SmoothL1=0.116,RCNN_CrossEntropy=0.567,RCNN_SmoothL1=0.304,RPNAcc=0.936,RPNL1Loss=0.454,RCNNAcc=0.842,RCNNL1Loss=1.405
[Epoch 0][Batch 9299], Speed: 15.713 samples/sec, RPN_Conf=0.156,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.566,RCNN_SmoothL1=0.304,RPNAcc=0.936,RPNL1Loss=0.454,RCNNAcc=0.842,RCNNL1Loss=1.402
[Epoch 0][Batch 9399], Speed: 15.588 samples/sec, RPN_Conf=0.155,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.565,RCNN_SmoothL1=0.303,RPNAcc=0.937,RPNL1Loss=0.453,RCNNAcc=0.842,RCNNL1Loss=1.399
[Epoch 0][Batch 9499], Speed: 15.632 samples/sec, RPN_Conf=0.155,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.564,RCNN_SmoothL1=0.303,RPNAcc=0.937,RPNL1Loss=0.453,RCNNAcc=0.843,RCNNL1Loss=1.396
[Epoch 0][Batch 9599], Speed: 15.750 samples/sec, RPN_Conf=0.155,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.563,RCNN_SmoothL1=0.302,RPNAcc=0.937,RPNL1Loss=0.453,RCNNAcc=0.843,RCNNL1Loss=1.394
[Epoch 0][Batch 9699], Speed: 15.813 samples/sec, RPN_Conf=0.155,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.562,RCNN_SmoothL1=0.302,RPNAcc=0.937,RPNL1Loss=0.452,RCNNAcc=0.843,RCNNL1Loss=1.391
[Epoch 0][Batch 9799], Speed: 16.043 samples/sec, RPN_Conf=0.155,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.561,RCNN_SmoothL1=0.301,RPNAcc=0.937,RPNL1Loss=0.452,RCNNAcc=0.843,RCNNL1Loss=1.389
[Epoch 0][Batch 9899], Speed: 15.682 samples/sec, RPN_Conf=0.155,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.560,RCNN_SmoothL1=0.301,RPNAcc=0.937,RPNL1Loss=0.452,RCNNAcc=0.843,RCNNL1Loss=1.386
[Epoch 0][Batch 9999], Speed: 15.893 samples/sec, RPN_Conf=0.154,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.559,RCNN_SmoothL1=0.300,RPNAcc=0.937,RPNL1Loss=0.452,RCNNAcc=0.843,RCNNL1Loss=1.384
[Epoch 0][Batch 10099], Speed: 15.621 samples/sec, RPN_Conf=0.154,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.558,RCNN_SmoothL1=0.300,RPNAcc=0.937,RPNL1Loss=0.451,RCNNAcc=0.843,RCNNL1Loss=1.381
[Epoch 0][Batch 10199], Speed: 15.699 samples/sec, RPN_Conf=0.154,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.557,RCNN_SmoothL1=0.299,RPNAcc=0.937,RPNL1Loss=0.451,RCNNAcc=0.844,RCNNL1Loss=1.378
[Epoch 0][Batch 10299], Speed: 16.067 samples/sec, RPN_Conf=0.154,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.557,RCNN_SmoothL1=0.299,RPNAcc=0.937,RPNL1Loss=0.451,RCNNAcc=0.844,RCNNL1Loss=1.376
[Epoch 0][Batch 10399], Speed: 15.941 samples/sec, RPN_Conf=0.154,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.556,RCNN_SmoothL1=0.298,RPNAcc=0.937,RPNL1Loss=0.450,RCNNAcc=0.844,RCNNL1Loss=1.374
[Epoch 0][Batch 10499], Speed: 15.708 samples/sec, RPN_Conf=0.153,RPN_SmoothL1=0.115,RCNN_CrossEntropy=0.555,RCNN_SmoothL1=0.298,RPNAcc=0.937,RPNL1Loss=0.450,RCNNAcc=0.844,RCNNL1Loss=1.371
[Epoch 0][Batch 10599], Speed: 15.871 samples/sec, RPN_Conf=0.153,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.554,RCNN_SmoothL1=0.297,RPNAcc=0.937,RPNL1Loss=0.450,RCNNAcc=0.844,RCNNL1Loss=1.369
[Epoch 0][Batch 10699], Speed: 15.594 samples/sec, RPN_Conf=0.153,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.553,RCNN_SmoothL1=0.297,RPNAcc=0.938,RPNL1Loss=0.449,RCNNAcc=0.844,RCNNL1Loss=1.367
[Epoch 0][Batch 10799], Speed: 15.716 samples/sec, RPN_Conf=0.153,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.552,RCNN_SmoothL1=0.296,RPNAcc=0.938,RPNL1Loss=0.449,RCNNAcc=0.845,RCNNL1Loss=1.365
[Epoch 0][Batch 10899], Speed: 15.653 samples/sec, RPN_Conf=0.153,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.552,RCNN_SmoothL1=0.296,RPNAcc=0.938,RPNL1Loss=0.449,RCNNAcc=0.845,RCNNL1Loss=1.363
[Epoch 0][Batch 10999], Speed: 15.732 samples/sec, RPN_Conf=0.152,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.551,RCNN_SmoothL1=0.296,RPNAcc=0.938,RPNL1Loss=0.449,RCNNAcc=0.845,RCNNL1Loss=1.360
[Epoch 0][Batch 11099], Speed: 15.742 samples/sec, RPN_Conf=0.152,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.550,RCNN_SmoothL1=0.295,RPNAcc=0.938,RPNL1Loss=0.448,RCNNAcc=0.845,RCNNL1Loss=1.358
[Epoch 0][Batch 11199], Speed: 15.568 samples/sec, RPN_Conf=0.152,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.549,RCNN_SmoothL1=0.295,RPNAcc=0.938,RPNL1Loss=0.448,RCNNAcc=0.845,RCNNL1Loss=1.356
[Epoch 0][Batch 11299], Speed: 15.914 samples/sec, RPN_Conf=0.152,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.548,RCNN_SmoothL1=0.295,RPNAcc=0.938,RPNL1Loss=0.448,RCNNAcc=0.845,RCNNL1Loss=1.354
[Epoch 0][Batch 11399], Speed: 15.967 samples/sec, RPN_Conf=0.152,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.547,RCNN_SmoothL1=0.294,RPNAcc=0.938,RPNL1Loss=0.448,RCNNAcc=0.845,RCNNL1Loss=1.352
[Epoch 0][Batch 11499], Speed: 15.828 samples/sec, RPN_Conf=0.152,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.547,RCNN_SmoothL1=0.294,RPNAcc=0.938,RPNL1Loss=0.447,RCNNAcc=0.845,RCNNL1Loss=1.350
[Epoch 0][Batch 11599], Speed: 15.809 samples/sec, RPN_Conf=0.151,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.546,RCNN_SmoothL1=0.293,RPNAcc=0.938,RPNL1Loss=0.447,RCNNAcc=0.846,RCNNL1Loss=1.348
[Epoch 0][Batch 11699], Speed: 15.699 samples/sec, RPN_Conf=0.151,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.545,RCNN_SmoothL1=0.293,RPNAcc=0.938,RPNL1Loss=0.447,RCNNAcc=0.846,RCNNL1Loss=1.345
[Epoch 0][Batch 11799], Speed: 15.797 samples/sec, RPN_Conf=0.151,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.545,RCNN_SmoothL1=0.292,RPNAcc=0.938,RPNL1Loss=0.447,RCNNAcc=0.846,RCNNL1Loss=1.343
[Epoch 0][Batch 11899], Speed: 15.708 samples/sec, RPN_Conf=0.151,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.544,RCNN_SmoothL1=0.292,RPNAcc=0.939,RPNL1Loss=0.447,RCNNAcc=0.846,RCNNL1Loss=1.341
[Epoch 0][Batch 11999], Speed: 15.938 samples/sec, RPN_Conf=0.151,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.543,RCNN_SmoothL1=0.292,RPNAcc=0.939,RPNL1Loss=0.446,RCNNAcc=0.846,RCNNL1Loss=1.339
[Epoch 0][Batch 12099], Speed: 16.030 samples/sec, RPN_Conf=0.150,RPN_SmoothL1=0.114,RCNN_CrossEntropy=0.543,RCNN_SmoothL1=0.291,RPNAcc=0.939,RPNL1Loss=0.446,RCNNAcc=0.846,RCNNL1Loss=1.337
[Epoch 0][Batch 12199], Speed: 15.879 samples/sec, RPN_Conf=0.150,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.542,RCNN_SmoothL1=0.291,RPNAcc=0.939,RPNL1Loss=0.446,RCNNAcc=0.846,RCNNL1Loss=1.335
[Epoch 0][Batch 12299], Speed: 15.698 samples/sec, RPN_Conf=0.150,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.541,RCNN_SmoothL1=0.290,RPNAcc=0.939,RPNL1Loss=0.445,RCNNAcc=0.846,RCNNL1Loss=1.333
[Epoch 0][Batch 12399], Speed: 15.443 samples/sec, RPN_Conf=0.150,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.540,RCNN_SmoothL1=0.290,RPNAcc=0.939,RPNL1Loss=0.445,RCNNAcc=0.846,RCNNL1Loss=1.331
[Epoch 0][Batch 12499], Speed: 15.969 samples/sec, RPN_Conf=0.150,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.540,RCNN_SmoothL1=0.290,RPNAcc=0.939,RPNL1Loss=0.445,RCNNAcc=0.847,RCNNL1Loss=1.329
[Epoch 0][Batch 12599], Speed: 15.854 samples/sec, RPN_Conf=0.150,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.539,RCNN_SmoothL1=0.289,RPNAcc=0.939,RPNL1Loss=0.445,RCNNAcc=0.847,RCNNL1Loss=1.327
[Epoch 0][Batch 12699], Speed: 15.739 samples/sec, RPN_Conf=0.149,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.538,RCNN_SmoothL1=0.289,RPNAcc=0.939,RPNL1Loss=0.445,RCNNAcc=0.847,RCNNL1Loss=1.326
[Epoch 0][Batch 12799], Speed: 15.820 samples/sec, RPN_Conf=0.149,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.538,RCNN_SmoothL1=0.289,RPNAcc=0.939,RPNL1Loss=0.444,RCNNAcc=0.847,RCNNL1Loss=1.324
[Epoch 0][Batch 12899], Speed: 16.091 samples/sec, RPN_Conf=0.149,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.537,RCNN_SmoothL1=0.288,RPNAcc=0.939,RPNL1Loss=0.444,RCNNAcc=0.847,RCNNL1Loss=1.322
[Epoch 0][Batch 12999], Speed: 15.737 samples/sec, RPN_Conf=0.149,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.536,RCNN_SmoothL1=0.288,RPNAcc=0.939,RPNL1Loss=0.444,RCNNAcc=0.847,RCNNL1Loss=1.320
[Epoch 0][Batch 13099], Speed: 16.088 samples/sec, RPN_Conf=0.149,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.536,RCNN_SmoothL1=0.288,RPNAcc=0.939,RPNL1Loss=0.444,RCNNAcc=0.847,RCNNL1Loss=1.318
[Epoch 0][Batch 13199], Speed: 15.625 samples/sec, RPN_Conf=0.149,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.535,RCNN_SmoothL1=0.287,RPNAcc=0.939,RPNL1Loss=0.444,RCNNAcc=0.847,RCNNL1Loss=1.317
[Epoch 0][Batch 13299], Speed: 15.761 samples/sec, RPN_Conf=0.149,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.535,RCNN_SmoothL1=0.287,RPNAcc=0.939,RPNL1Loss=0.443,RCNNAcc=0.847,RCNNL1Loss=1.315
[Epoch 0][Batch 13399], Speed: 15.752 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.534,RCNN_SmoothL1=0.287,RPNAcc=0.940,RPNL1Loss=0.443,RCNNAcc=0.848,RCNNL1Loss=1.313
[Epoch 0][Batch 13499], Speed: 15.781 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.533,RCNN_SmoothL1=0.286,RPNAcc=0.940,RPNL1Loss=0.443,RCNNAcc=0.848,RCNNL1Loss=1.312
[Epoch 0][Batch 13599], Speed: 15.649 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.533,RCNN_SmoothL1=0.286,RPNAcc=0.940,RPNL1Loss=0.442,RCNNAcc=0.848,RCNNL1Loss=1.310
[Epoch 0][Batch 13699], Speed: 15.774 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.532,RCNN_SmoothL1=0.286,RPNAcc=0.940,RPNL1Loss=0.442,RCNNAcc=0.848,RCNNL1Loss=1.308
[Epoch 0][Batch 13799], Speed: 15.833 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.532,RCNN_SmoothL1=0.285,RPNAcc=0.940,RPNL1Loss=0.442,RCNNAcc=0.848,RCNNL1Loss=1.307
[Epoch 0][Batch 13899], Speed: 15.754 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.531,RCNN_SmoothL1=0.285,RPNAcc=0.940,RPNL1Loss=0.442,RCNNAcc=0.848,RCNNL1Loss=1.305
[Epoch 0][Batch 13999], Speed: 15.946 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.531,RCNN_SmoothL1=0.285,RPNAcc=0.940,RPNL1Loss=0.442,RCNNAcc=0.848,RCNNL1Loss=1.303
[Epoch 0][Batch 14099], Speed: 15.912 samples/sec, RPN_Conf=0.148,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.530,RCNN_SmoothL1=0.284,RPNAcc=0.940,RPNL1Loss=0.442,RCNNAcc=0.848,RCNNL1Loss=1.302
[Epoch 0][Batch 14199], Speed: 15.691 samples/sec, RPN_Conf=0.147,RPN_SmoothL1=0.113,RCNN_CrossEntropy=0.529,RCNN_SmoothL1=0.284,RPNAcc=0.940,RPNL1Loss=0.442,RCNNAcc=0.848,RCNNL1Loss=1.300
[Epoch 0][Batch 14299], Speed: 15.655 samples/sec, RPN_Conf=0.147,RPN_SmoothL1=0.112,RCNN_CrossEntropy=0.529,RCNN_SmoothL1=0.284,RPNAcc=0.940,RPNL1Loss=0.441,RCNNAcc=0.848,RCNNL1Loss=1.299
[Epoch 0][Batch 14399], Speed: 15.852 samples/sec, RPN_Conf=0.147,RPN_SmoothL1=0.112,RCNN_CrossEntropy=0.528,RCNN_SmoothL1=0.283,RPNAcc=0.940,RPNL1Loss=0.441,RCNNAcc=0.849,RCNNL1Loss=1.297
[Epoch 0][Batch 14499], Speed: 15.880 samples/sec, RPN_Conf=0.147,RPN_SmoothL1=0.112,RCNN_CrossEntropy=0.528,RCNN_SmoothL1=0.283,RPNAcc=0.940,RPNL1Loss=0.441,RCNNAcc=0.849,RCNNL1Loss=1.296
[Epoch 0][Batch 14599], Speed: 15.799 samples/sec, RPN_Conf=0.147,RPN_SmoothL1=0.112,RCNN_CrossEntropy=0.527,RCNN_SmoothL1=0.283,RPNAcc=0.940,RPNL1Loss=0.441,RCNNAcc=0.849,RCNNL1Loss=1.294
[Epoch 0] Training cost: 7654.627, RPN_Conf=0.147,RPN_SmoothL1=0.112,RCNN_CrossEntropy=0.527,RCNN_SmoothL1=0.283
[Epoch 0] Saving parameters to faster_rcnn_resnet50_v1b_coco_0000_0.0000.params
[Epoch 1][Batch 99], Speed: 12.026 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.237,RPNAcc=0.940,RPNL1Loss=0.440,RCNNAcc=0.849,RCNNL1Loss=1.292
[Epoch 1][Batch 199], Speed: 14.991 samples/sec, RPN_Conf=0.127,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.238,RPNAcc=0.940,RPNL1Loss=0.440,RCNNAcc=0.849,RCNNL1Loss=1.290
[Epoch 1][Batch 299], Speed: 15.436 samples/sec, RPN_Conf=0.128,RPN_SmoothL1=0.105,RCNN_CrossEntropy=0.427,RCNN_SmoothL1=0.239,RPNAcc=0.940,RPNL1Loss=0.440,RCNNAcc=0.849,RCNNL1Loss=1.289
[Epoch 1][Batch 399], Speed: 15.288 samples/sec, RPN_Conf=0.127,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.237,RPNAcc=0.940,RPNL1Loss=0.440,RCNNAcc=0.849,RCNNL1Loss=1.287
[Epoch 1][Batch 499], Speed: 15.306 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.236,RPNAcc=0.940,RPNL1Loss=0.439,RCNNAcc=0.849,RCNNL1Loss=1.285
[Epoch 1][Batch 599], Speed: 15.347 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.439,RCNNAcc=0.850,RCNNL1Loss=1.284
[Epoch 1][Batch 699], Speed: 15.268 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.236,RPNAcc=0.941,RPNL1Loss=0.439,RCNNAcc=0.850,RCNNL1Loss=1.282
[Epoch 1][Batch 799], Speed: 15.513 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.236,RPNAcc=0.941,RPNL1Loss=0.439,RCNNAcc=0.850,RCNNL1Loss=1.281
[Epoch 1][Batch 899], Speed: 15.216 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.236,RPNAcc=0.941,RPNL1Loss=0.439,RCNNAcc=0.850,RCNNL1Loss=1.279
[Epoch 1][Batch 999], Speed: 15.350 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.236,RPNAcc=0.941,RPNL1Loss=0.438,RCNNAcc=0.850,RCNNL1Loss=1.278
[Epoch 1][Batch 1099], Speed: 15.378 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.438,RCNNAcc=0.850,RCNNL1Loss=1.276
[Epoch 1][Batch 1199], Speed: 15.440 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.438,RCNNAcc=0.850,RCNNL1Loss=1.275
[Epoch 1][Batch 1299], Speed: 15.031 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.234,RPNAcc=0.941,RPNL1Loss=0.438,RCNNAcc=0.850,RCNNL1Loss=1.273
[Epoch 1][Batch 1399], Speed: 15.223 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.438,RCNNAcc=0.850,RCNNL1Loss=1.272
[Epoch 1][Batch 1499], Speed: 14.130 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.437,RCNNAcc=0.850,RCNNL1Loss=1.271
[Epoch 1][Batch 1599], Speed: 15.376 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.437,RCNNAcc=0.851,RCNNL1Loss=1.269
[Epoch 1][Batch 1699], Speed: 15.357 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.437,RCNNAcc=0.851,RCNNL1Loss=1.268
[Epoch 1][Batch 1799], Speed: 15.329 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.437,RCNNAcc=0.851,RCNNL1Loss=1.267
[Epoch 1][Batch 1899], Speed: 15.231 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.437,RCNNAcc=0.851,RCNNL1Loss=1.265
[Epoch 1][Batch 1999], Speed: 15.218 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.437,RCNNAcc=0.851,RCNNL1Loss=1.264
[Epoch 1][Batch 2099], Speed: 15.142 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.235,RPNAcc=0.941,RPNL1Loss=0.436,RCNNAcc=0.851,RCNNL1Loss=1.262
[Epoch 1][Batch 2199], Speed: 15.427 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.234,RPNAcc=0.941,RPNL1Loss=0.436,RCNNAcc=0.851,RCNNL1Loss=1.261
[Epoch 1][Batch 2299], Speed: 15.206 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.427,RCNN_SmoothL1=0.234,RPNAcc=0.941,RPNL1Loss=0.436,RCNNAcc=0.851,RCNNL1Loss=1.259
[Epoch 1][Batch 2399], Speed: 15.356 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.234,RPNAcc=0.941,RPNL1Loss=0.436,RCNNAcc=0.851,RCNNL1Loss=1.258
[Epoch 1][Batch 2499], Speed: 15.423 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.234,RPNAcc=0.942,RPNL1Loss=0.436,RCNNAcc=0.851,RCNNL1Loss=1.257
[Epoch 1][Batch 2599], Speed: 15.315 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.233,RPNAcc=0.942,RPNL1Loss=0.436,RCNNAcc=0.852,RCNNL1Loss=1.255
[Epoch 1][Batch 2699], Speed: 15.422 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.233,RPNAcc=0.942,RPNL1Loss=0.435,RCNNAcc=0.852,RCNNL1Loss=1.254
[Epoch 1][Batch 2799], Speed: 15.407 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.233,RPNAcc=0.942,RPNL1Loss=0.435,RCNNAcc=0.852,RCNNL1Loss=1.252
[Epoch 1][Batch 2899], Speed: 15.129 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.435,RCNNAcc=0.852,RCNNL1Loss=1.251
[Epoch 1][Batch 2999], Speed: 15.285 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.435,RCNNAcc=0.852,RCNNL1Loss=1.250
[Epoch 1][Batch 3099], Speed: 15.624 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.435,RCNNAcc=0.852,RCNNL1Loss=1.248
[Epoch 1][Batch 3199], Speed: 15.335 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.435,RCNNAcc=0.852,RCNNL1Loss=1.247
[Epoch 1][Batch 3299], Speed: 15.275 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.434,RCNNAcc=0.852,RCNNL1Loss=1.246
[Epoch 1][Batch 3399], Speed: 15.176 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.434,RCNNAcc=0.852,RCNNL1Loss=1.245
[Epoch 1][Batch 3499], Speed: 15.345 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.434,RCNNAcc=0.852,RCNNL1Loss=1.244
[Epoch 1][Batch 3599], Speed: 15.379 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.434,RCNNAcc=0.852,RCNNL1Loss=1.242
[Epoch 1][Batch 3699], Speed: 15.291 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.434,RCNNAcc=0.853,RCNNL1Loss=1.241
[Epoch 1][Batch 3799], Speed: 15.214 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.434,RCNNAcc=0.853,RCNNL1Loss=1.240
[Epoch 1][Batch 3899], Speed: 15.456 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.434,RCNNAcc=0.853,RCNNL1Loss=1.239
[Epoch 1][Batch 3999], Speed: 15.462 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.433,RCNNAcc=0.853,RCNNL1Loss=1.238
[Epoch 1][Batch 4099], Speed: 15.243 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.231,RPNAcc=0.942,RPNL1Loss=0.433,RCNNAcc=0.853,RCNNL1Loss=1.236
[Epoch 1][Batch 4199], Speed: 15.154 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.232,RPNAcc=0.942,RPNL1Loss=0.433,RCNNAcc=0.853,RCNNL1Loss=1.235
[Epoch 1][Batch 4299], Speed: 15.463 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.231,RPNAcc=0.942,RPNL1Loss=0.433,RCNNAcc=0.853,RCNNL1Loss=1.234
[Epoch 1][Batch 4399], Speed: 15.286 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.231,RPNAcc=0.942,RPNL1Loss=0.433,RCNNAcc=0.853,RCNNL1Loss=1.233
[Epoch 1][Batch 4499], Speed: 15.199 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.231,RPNAcc=0.942,RPNL1Loss=0.433,RCNNAcc=0.853,RCNNL1Loss=1.232
[Epoch 1][Batch 4599], Speed: 15.352 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.432,RCNNAcc=0.853,RCNNL1Loss=1.231
[Epoch 1][Batch 4699], Speed: 15.115 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.432,RCNNAcc=0.853,RCNNL1Loss=1.230
[Epoch 1][Batch 4799], Speed: 15.112 samples/sec, RPN_Conf=0.125,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.432,RCNNAcc=0.854,RCNNL1Loss=1.229
[Epoch 1][Batch 4899], Speed: 15.241 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.432,RCNNAcc=0.854,RCNNL1Loss=1.228
[Epoch 1][Batch 4999], Speed: 15.329 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.432,RCNNAcc=0.854,RCNNL1Loss=1.227
[Epoch 1][Batch 5099], Speed: 15.343 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.432,RCNNAcc=0.854,RCNNL1Loss=1.225
[Epoch 1][Batch 5199], Speed: 15.109 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.432,RCNNAcc=0.854,RCNNL1Loss=1.224
[Epoch 1][Batch 5299], Speed: 15.293 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.432,RCNNAcc=0.854,RCNNL1Loss=1.223
[Epoch 1][Batch 5399], Speed: 15.168 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.431,RCNNAcc=0.854,RCNNL1Loss=1.222
[Epoch 1][Batch 5499], Speed: 15.409 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.431,RCNNAcc=0.854,RCNNL1Loss=1.221
[Epoch 1][Batch 5599], Speed: 15.281 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.231,RPNAcc=0.943,RPNL1Loss=0.431,RCNNAcc=0.854,RCNNL1Loss=1.220
[Epoch 1][Batch 5699], Speed: 15.271 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.431,RCNNAcc=0.854,RCNNL1Loss=1.219
[Epoch 1][Batch 5799], Speed: 15.193 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.431,RCNNAcc=0.854,RCNNL1Loss=1.218
[Epoch 1][Batch 5899], Speed: 15.136 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.431,RCNNAcc=0.854,RCNNL1Loss=1.217
[Epoch 1][Batch 5999], Speed: 15.425 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.431,RCNNAcc=0.854,RCNNL1Loss=1.216
[Epoch 1][Batch 6099], Speed: 15.418 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.431,RCNNAcc=0.854,RCNNL1Loss=1.215
[Epoch 1][Batch 6199], Speed: 15.285 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.214
[Epoch 1][Batch 6299], Speed: 15.216 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.213
[Epoch 1][Batch 6399], Speed: 15.345 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.212
[Epoch 1][Batch 6499], Speed: 15.125 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.211
[Epoch 1][Batch 6599], Speed: 15.161 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.210
[Epoch 1][Batch 6699], Speed: 15.330 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.210
[Epoch 1][Batch 6799], Speed: 15.396 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.209
[Epoch 1][Batch 6899], Speed: 15.466 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.208
[Epoch 1][Batch 6999], Speed: 15.044 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.230,RPNAcc=0.943,RPNL1Loss=0.430,RCNNAcc=0.855,RCNNL1Loss=1.207
[Epoch 1][Batch 7099], Speed: 15.193 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.230,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.855,RCNNL1Loss=1.206
[Epoch 1][Batch 7199], Speed: 15.463 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.230,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.855,RCNNL1Loss=1.205
[Epoch 1][Batch 7299], Speed: 15.325 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.230,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.855,RCNNL1Loss=1.204
[Epoch 1][Batch 7399], Speed: 15.151 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.230,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.855,RCNNL1Loss=1.203
[Epoch 1][Batch 7499], Speed: 15.346 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.230,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.855,RCNNL1Loss=1.202
[Epoch 1][Batch 7599], Speed: 15.234 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.230,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.855,RCNNL1Loss=1.201
[Epoch 1][Batch 7699], Speed: 15.326 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.855,RCNNL1Loss=1.200
[Epoch 1][Batch 7799], Speed: 15.305 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.856,RCNNL1Loss=1.200
[Epoch 1][Batch 7899], Speed: 15.269 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.429,RCNNAcc=0.856,RCNNL1Loss=1.199
[Epoch 1][Batch 7999], Speed: 15.214 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.198
[Epoch 1][Batch 8099], Speed: 15.196 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.197
[Epoch 1][Batch 8199], Speed: 15.147 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.196
[Epoch 1][Batch 8299], Speed: 15.236 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.195
[Epoch 1][Batch 8399], Speed: 15.203 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.195
[Epoch 1][Batch 8499], Speed: 15.102 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.194
[Epoch 1][Batch 8599], Speed: 15.179 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.193
[Epoch 1][Batch 8699], Speed: 15.138 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.192
[Epoch 1][Batch 8799], Speed: 15.322 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.191
[Epoch 1][Batch 8899], Speed: 15.154 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.428,RCNNAcc=0.856,RCNNL1Loss=1.190
[Epoch 1][Batch 8999], Speed: 15.172 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.856,RCNNL1Loss=1.189
[Epoch 1][Batch 9099], Speed: 15.496 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.856,RCNNL1Loss=1.189
[Epoch 1][Batch 9199], Speed: 15.057 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.856,RCNNL1Loss=1.188
[Epoch 1][Batch 9299], Speed: 14.988 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.856,RCNNL1Loss=1.187
[Epoch 1][Batch 9399], Speed: 15.080 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.856,RCNNL1Loss=1.186
[Epoch 1][Batch 9499], Speed: 15.238 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.857,RCNNL1Loss=1.186
[Epoch 1][Batch 9599], Speed: 15.243 samples/sec, RPN_Conf=0.124,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.857,RCNNL1Loss=1.185
[Epoch 1][Batch 9699], Speed: 15.225 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.857,RCNNL1Loss=1.184
[Epoch 1][Batch 9799], Speed: 15.186 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.104,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.857,RCNNL1Loss=1.183
[Epoch 1][Batch 9899], Speed: 15.265 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.229,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.857,RCNNL1Loss=1.183
[Epoch 1][Batch 9999], Speed: 15.250 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.944,RPNL1Loss=0.427,RCNNAcc=0.857,RCNNL1Loss=1.182
[Epoch 1][Batch 10099], Speed: 15.197 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.944,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.181
[Epoch 1][Batch 10199], Speed: 15.206 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.944,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.180
[Epoch 1][Batch 10299], Speed: 15.180 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.944,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.180
[Epoch 1][Batch 10399], Speed: 15.326 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.944,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.179
[Epoch 1][Batch 10499], Speed: 15.245 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.178
[Epoch 1][Batch 10599], Speed: 15.195 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.177
[Epoch 1][Batch 10699], Speed: 15.101 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.177
[Epoch 1][Batch 10799], Speed: 15.145 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.176
[Epoch 1][Batch 10899], Speed: 15.139 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.426,RCNNAcc=0.857,RCNNL1Loss=1.175
[Epoch 1][Batch 10999], Speed: 15.248 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.857,RCNNL1Loss=1.174
[Epoch 1][Batch 11099], Speed: 15.357 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.857,RCNNL1Loss=1.174
[Epoch 1][Batch 11199], Speed: 14.982 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.857,RCNNL1Loss=1.173
[Epoch 1][Batch 11299], Speed: 15.363 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.857,RCNNL1Loss=1.172
[Epoch 1][Batch 11399], Speed: 15.285 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.858,RCNNL1Loss=1.171
[Epoch 1][Batch 11499], Speed: 15.037 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.858,RCNNL1Loss=1.171
[Epoch 1][Batch 11599], Speed: 15.102 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.858,RCNNL1Loss=1.170
[Epoch 1][Batch 11699], Speed: 15.139 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.228,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.858,RCNNL1Loss=1.169
[Epoch 1][Batch 11799], Speed: 15.130 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.858,RCNNL1Loss=1.169
[Epoch 1][Batch 11899], Speed: 15.269 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.425,RCNNAcc=0.858,RCNNL1Loss=1.168
[Epoch 1][Batch 11999], Speed: 15.308 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.167
[Epoch 1][Batch 12099], Speed: 15.276 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.166
[Epoch 1][Batch 12199], Speed: 15.210 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.166
[Epoch 1][Batch 12299], Speed: 15.200 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.165
[Epoch 1][Batch 12399], Speed: 15.106 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.164
[Epoch 1][Batch 12499], Speed: 15.087 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.164
[Epoch 1][Batch 12599], Speed: 15.485 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.163
[Epoch 1][Batch 12699], Speed: 15.042 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.162
[Epoch 1][Batch 12799], Speed: 15.016 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.162
[Epoch 1][Batch 12899], Speed: 15.235 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.161
[Epoch 1][Batch 12999], Speed: 15.413 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.160
[Epoch 1][Batch 13099], Speed: 15.300 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.424,RCNNAcc=0.858,RCNNL1Loss=1.160
[Epoch 1][Batch 13199], Speed: 15.435 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.858,RCNNL1Loss=1.159
[Epoch 1][Batch 13299], Speed: 15.254 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.858,RCNNL1Loss=1.158
[Epoch 1][Batch 13399], Speed: 15.404 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.858,RCNNL1Loss=1.158
[Epoch 1][Batch 13499], Speed: 15.314 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.157
[Epoch 1][Batch 13599], Speed: 15.373 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.227,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.157
[Epoch 1][Batch 13699], Speed: 15.228 samples/sec, RPN_Conf=0.123,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.156
[Epoch 1][Batch 13799], Speed: 15.283 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.155
[Epoch 1][Batch 13899], Speed: 15.252 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.155
[Epoch 1][Batch 13999], Speed: 15.280 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.154
[Epoch 1][Batch 14099], Speed: 15.166 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.153
[Epoch 1][Batch 14199], Speed: 15.401 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.153
[Epoch 1][Batch 14299], Speed: 15.369 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.945,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.152
[Epoch 1][Batch 14399], Speed: 15.310 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.946,RPNL1Loss=0.423,RCNNAcc=0.859,RCNNL1Loss=1.152
[Epoch 1][Batch 14499], Speed: 15.280 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.151
[Epoch 1][Batch 14599], Speed: 15.200 samples/sec, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.150
[Epoch 1] Training cost: 7703.103, RPN_Conf=0.122,RPN_SmoothL1=0.103,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.226
[Epoch 1] Saving parameters to faster_rcnn_resnet50_v1b_coco_0001_0.0000.params
[Epoch 2][Batch 99], Speed: 12.261 samples/sec, RPN_Conf=0.120,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.403,RCNN_SmoothL1=0.220,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.150
[Epoch 2][Batch 199], Speed: 14.844 samples/sec, RPN_Conf=0.117,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.149
[Epoch 2][Batch 299], Speed: 14.502 samples/sec, RPN_Conf=0.117,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.211,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.148
[Epoch 2][Batch 399], Speed: 15.081 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.211,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.147
[Epoch 2][Batch 499], Speed: 15.324 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.147
[Epoch 2][Batch 599], Speed: 15.553 samples/sec, RPN_Conf=0.117,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.146
[Epoch 2][Batch 699], Speed: 15.300 samples/sec, RPN_Conf=0.117,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.214,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.146
[Epoch 2][Batch 799], Speed: 15.298 samples/sec, RPN_Conf=0.117,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.859,RCNNL1Loss=1.145
[Epoch 2][Batch 899], Speed: 15.193 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.860,RCNNL1Loss=1.144
[Epoch 2][Batch 999], Speed: 15.370 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.422,RCNNAcc=0.860,RCNNL1Loss=1.144
[Epoch 2][Batch 1099], Speed: 15.379 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.143
[Epoch 2][Batch 1199], Speed: 15.465 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.142
[Epoch 2][Batch 1299], Speed: 15.169 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.142
[Epoch 2][Batch 1399], Speed: 15.409 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.141
[Epoch 2][Batch 1499], Speed: 15.300 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.140
[Epoch 2][Batch 1599], Speed: 15.446 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.140
[Epoch 2][Batch 1699], Speed: 15.422 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.139
[Epoch 2][Batch 1799], Speed: 15.530 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.138
[Epoch 2][Batch 1899], Speed: 15.561 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.138
[Epoch 2][Batch 1999], Speed: 15.421 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.137
[Epoch 2][Batch 2099], Speed: 15.386 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.136
[Epoch 2][Batch 2199], Speed: 15.389 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.136
[Epoch 2][Batch 2299], Speed: 15.229 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.421,RCNNAcc=0.860,RCNNL1Loss=1.135
[Epoch 2][Batch 2399], Speed: 15.477 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.860,RCNNL1Loss=1.135
[Epoch 2][Batch 2499], Speed: 15.438 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.860,RCNNL1Loss=1.134
[Epoch 2][Batch 2599], Speed: 15.202 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.860,RCNNL1Loss=1.133
[Epoch 2][Batch 2699], Speed: 15.507 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.860,RCNNL1Loss=1.133
[Epoch 2][Batch 2799], Speed: 15.410 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.132
[Epoch 2][Batch 2899], Speed: 15.546 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.213,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.132
[Epoch 2][Batch 2999], Speed: 15.427 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.131
[Epoch 2][Batch 3099], Speed: 15.261 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.130
[Epoch 2][Batch 3199], Speed: 15.085 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.130
[Epoch 2][Batch 3299], Speed: 15.586 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.129
[Epoch 2][Batch 3399], Speed: 15.217 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.129
[Epoch 2][Batch 3499], Speed: 15.383 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.128
[Epoch 2][Batch 3599], Speed: 15.352 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.420,RCNNAcc=0.861,RCNNL1Loss=1.128
[Epoch 2][Batch 3699], Speed: 15.457 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.946,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.127
[Epoch 2][Batch 3799], Speed: 15.395 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.126
[Epoch 2][Batch 3899], Speed: 15.275 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.126
[Epoch 2][Batch 3999], Speed: 15.393 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.126
[Epoch 2][Batch 4099], Speed: 15.634 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.213,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.125
[Epoch 2][Batch 4199], Speed: 15.407 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.124
[Epoch 2][Batch 4299], Speed: 15.263 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.124
[Epoch 2][Batch 4399], Speed: 15.223 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.123
[Epoch 2][Batch 4499], Speed: 15.432 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.123
[Epoch 2][Batch 4599], Speed: 15.335 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.122
[Epoch 2][Batch 4699], Speed: 15.144 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.122
[Epoch 2][Batch 4799], Speed: 15.277 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.121
[Epoch 2][Batch 4899], Speed: 15.498 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.121
[Epoch 2][Batch 4999], Speed: 15.375 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.120
[Epoch 2][Batch 5099], Speed: 15.585 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.419,RCNNAcc=0.861,RCNNL1Loss=1.120
[Epoch 2][Batch 5199], Speed: 15.492 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.119
[Epoch 2][Batch 5299], Speed: 15.398 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.118
[Epoch 2][Batch 5399], Speed: 15.411 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.118
[Epoch 2][Batch 5499], Speed: 15.351 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.117
[Epoch 2][Batch 5599], Speed: 15.404 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.117
[Epoch 2][Batch 5699], Speed: 15.206 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.116
[Epoch 2][Batch 5799], Speed: 15.377 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.116
[Epoch 2][Batch 5899], Speed: 15.428 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.115
[Epoch 2][Batch 5999], Speed: 15.318 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.115
[Epoch 2][Batch 6099], Speed: 15.282 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.114
[Epoch 2][Batch 6199], Speed: 15.311 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.114
[Epoch 2][Batch 6299], Speed: 15.335 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.113
[Epoch 2][Batch 6399], Speed: 15.559 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.113
[Epoch 2][Batch 6499], Speed: 15.616 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.418,RCNNAcc=0.862,RCNNL1Loss=1.112
[Epoch 2][Batch 6599], Speed: 15.752 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.112
[Epoch 2][Batch 6699], Speed: 15.246 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.111
[Epoch 2][Batch 6799], Speed: 15.264 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.111
[Epoch 2][Batch 6899], Speed: 15.342 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.110
[Epoch 2][Batch 6999], Speed: 15.276 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.110
[Epoch 2][Batch 7099], Speed: 15.352 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.109
[Epoch 2][Batch 7199], Speed: 15.322 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.109
[Epoch 2][Batch 7299], Speed: 15.438 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.212,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.108
[Epoch 2][Batch 7399], Speed: 13.867 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.108
[Epoch 2][Batch 7499], Speed: 15.266 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.107
[Epoch 2][Batch 7599], Speed: 15.368 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.862,RCNNL1Loss=1.107
[Epoch 2][Batch 7699], Speed: 15.361 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.863,RCNNL1Loss=1.106
[Epoch 2][Batch 7799], Speed: 15.338 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.863,RCNNL1Loss=1.106
[Epoch 2][Batch 7899], Speed: 15.316 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.863,RCNNL1Loss=1.105
[Epoch 2][Batch 7999], Speed: 15.276 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.863,RCNNL1Loss=1.105
[Epoch 2][Batch 8099], Speed: 15.251 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.417,RCNNAcc=0.863,RCNNL1Loss=1.105
[Epoch 2][Batch 8199], Speed: 15.290 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.104
[Epoch 2][Batch 8299], Speed: 15.172 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.104
[Epoch 2][Batch 8399], Speed: 15.459 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.103
[Epoch 2][Batch 8499], Speed: 15.491 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.103
[Epoch 2][Batch 8599], Speed: 15.309 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.102
[Epoch 2][Batch 8699], Speed: 15.301 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.947,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.102
[Epoch 2][Batch 8799], Speed: 15.461 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.101
[Epoch 2][Batch 8899], Speed: 15.321 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.101
[Epoch 2][Batch 8999], Speed: 15.254 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.100
[Epoch 2][Batch 9099], Speed: 15.543 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.100
[Epoch 2][Batch 9199], Speed: 15.526 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.099
[Epoch 2][Batch 9299], Speed: 15.540 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.099
[Epoch 2][Batch 9399], Speed: 15.709 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.098
[Epoch 2][Batch 9499], Speed: 15.549 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.098
[Epoch 2][Batch 9599], Speed: 15.403 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.098
[Epoch 2][Batch 9699], Speed: 15.678 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.097
[Epoch 2][Batch 9799], Speed: 15.599 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.416,RCNNAcc=0.863,RCNNL1Loss=1.097
[Epoch 2][Batch 9899], Speed: 15.497 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.863,RCNNL1Loss=1.096
[Epoch 2][Batch 9999], Speed: 15.616 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.863,RCNNL1Loss=1.096
[Epoch 2][Batch 10099], Speed: 15.412 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.863,RCNNL1Loss=1.096
[Epoch 2][Batch 10199], Speed: 15.492 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.863,RCNNL1Loss=1.095
[Epoch 2][Batch 10299], Speed: 15.449 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.863,RCNNL1Loss=1.095
[Epoch 2][Batch 10399], Speed: 15.321 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.863,RCNNL1Loss=1.094
[Epoch 2][Batch 10499], Speed: 15.672 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.863,RCNNL1Loss=1.094
[Epoch 2][Batch 10599], Speed: 15.361 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.863,RCNNL1Loss=1.093
[Epoch 2][Batch 10699], Speed: 15.209 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.093
[Epoch 2][Batch 10799], Speed: 15.358 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.093
[Epoch 2][Batch 10899], Speed: 15.366 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.092
[Epoch 2][Batch 10999], Speed: 15.409 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.092
[Epoch 2][Batch 11099], Speed: 15.347 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.091
[Epoch 2][Batch 11199], Speed: 15.568 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.091
[Epoch 2][Batch 11299], Speed: 15.132 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.091
[Epoch 2][Batch 11399], Speed: 15.360 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.090
[Epoch 2][Batch 11499], Speed: 15.487 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.415,RCNNAcc=0.864,RCNNL1Loss=1.090
[Epoch 2][Batch 11599], Speed: 15.468 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.089
[Epoch 2][Batch 11699], Speed: 15.495 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.089
[Epoch 2][Batch 11799], Speed: 15.358 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.088
[Epoch 2][Batch 11899], Speed: 15.449 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.088
[Epoch 2][Batch 11999], Speed: 15.309 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.088
[Epoch 2][Batch 12099], Speed: 15.442 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.211,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.087
[Epoch 2][Batch 12199], Speed: 15.633 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.087
[Epoch 2][Batch 12299], Speed: 15.520 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.086
[Epoch 2][Batch 12399], Speed: 15.386 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.086
[Epoch 2][Batch 12499], Speed: 15.412 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.085
[Epoch 2][Batch 12599], Speed: 15.569 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.085
[Epoch 2][Batch 12699], Speed: 15.262 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.085
[Epoch 2][Batch 12799], Speed: 15.412 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.084
[Epoch 2][Batch 12899], Speed: 15.523 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.084
[Epoch 2][Batch 12999], Speed: 15.550 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.083
[Epoch 2][Batch 13099], Speed: 15.371 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.083
[Epoch 2][Batch 13199], Speed: 15.290 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.082
[Epoch 2][Batch 13299], Speed: 15.378 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.414,RCNNAcc=0.864,RCNNL1Loss=1.082
[Epoch 2][Batch 13399], Speed: 15.366 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.864,RCNNL1Loss=1.082
[Epoch 2][Batch 13499], Speed: 15.578 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.864,RCNNL1Loss=1.081
[Epoch 2][Batch 13599], Speed: 15.439 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.864,RCNNL1Loss=1.081
[Epoch 2][Batch 13699], Speed: 15.573 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.864,RCNNL1Loss=1.080
[Epoch 2][Batch 13799], Speed: 15.398 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.864,RCNNL1Loss=1.080
[Epoch 2][Batch 13899], Speed: 15.495 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.080
[Epoch 2][Batch 13999], Speed: 15.584 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.079
[Epoch 2][Batch 14099], Speed: 15.488 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.079
[Epoch 2][Batch 14199], Speed: 15.244 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.078
[Epoch 2][Batch 14299], Speed: 15.576 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.078
[Epoch 2][Batch 14399], Speed: 15.354 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.078
[Epoch 2][Batch 14499], Speed: 15.513 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.077
[Epoch 2][Batch 14599], Speed: 15.406 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.210,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.077
[Epoch 2] Training cost: 7638.781, RPN_Conf=0.115,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.210
[Epoch 2] Saving parameters to faster_rcnn_resnet50_v1b_coco_0002_0.0000.params
[Epoch 3][Batch 99], Speed: 11.014 samples/sec, RPN_Conf=0.108,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.359,RCNN_SmoothL1=0.199,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.076
[Epoch 3][Batch 199], Speed: 15.014 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.201,RPNAcc=0.948,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.076
[Epoch 3][Batch 299], Speed: 14.869 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.075
[Epoch 3][Batch 399], Speed: 15.172 samples/sec, RPN_Conf=0.108,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.075
[Epoch 3][Batch 499], Speed: 15.390 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.413,RCNNAcc=0.865,RCNNL1Loss=1.075
[Epoch 3][Batch 599], Speed: 15.236 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.074
[Epoch 3][Batch 699], Speed: 15.232 samples/sec, RPN_Conf=0.108,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.074
[Epoch 3][Batch 799], Speed: 15.414 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.073
[Epoch 3][Batch 899], Speed: 15.467 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.073
[Epoch 3][Batch 999], Speed: 15.557 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.072
[Epoch 3][Batch 1099], Speed: 15.351 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.072
[Epoch 3][Batch 1199], Speed: 15.187 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.072
[Epoch 3][Batch 1299], Speed: 15.130 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.071
[Epoch 3][Batch 1399], Speed: 15.122 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.071
[Epoch 3][Batch 1499], Speed: 15.377 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.070
[Epoch 3][Batch 1599], Speed: 15.465 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.070
[Epoch 3][Batch 1699], Speed: 15.407 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.070
[Epoch 3][Batch 1799], Speed: 15.237 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.069
[Epoch 3][Batch 1899], Speed: 15.443 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.069
[Epoch 3][Batch 1999], Speed: 15.163 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.068
[Epoch 3][Batch 2099], Speed: 15.162 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.865,RCNNL1Loss=1.068
[Epoch 3][Batch 2199], Speed: 15.142 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.200,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.866,RCNNL1Loss=1.068
[Epoch 3][Batch 2299], Speed: 15.186 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.866,RCNNL1Loss=1.067
[Epoch 3][Batch 2399], Speed: 15.294 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.412,RCNNAcc=0.866,RCNNL1Loss=1.067
[Epoch 3][Batch 2499], Speed: 15.394 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.067
[Epoch 3][Batch 2599], Speed: 15.461 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.066
[Epoch 3][Batch 2699], Speed: 15.152 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.066
[Epoch 3][Batch 2799], Speed: 15.328 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.065
[Epoch 3][Batch 2899], Speed: 15.259 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.065
[Epoch 3][Batch 2999], Speed: 15.267 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.065
[Epoch 3][Batch 3099], Speed: 15.214 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.064
[Epoch 3][Batch 3199], Speed: 15.463 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.064
[Epoch 3][Batch 3299], Speed: 15.216 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.064
[Epoch 3][Batch 3399], Speed: 15.240 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.063
[Epoch 3][Batch 3499], Speed: 15.157 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.063
[Epoch 3][Batch 3599], Speed: 15.238 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.062
[Epoch 3][Batch 3699], Speed: 15.346 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.062
[Epoch 3][Batch 3799], Speed: 15.364 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.062
[Epoch 3][Batch 3899], Speed: 15.319 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.061
[Epoch 3][Batch 3999], Speed: 15.278 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.061
[Epoch 3][Batch 4099], Speed: 15.379 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.060
[Epoch 3][Batch 4199], Speed: 15.319 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.060
[Epoch 3][Batch 4299], Speed: 15.210 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.060
[Epoch 3][Batch 4399], Speed: 15.584 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.411,RCNNAcc=0.866,RCNNL1Loss=1.059
[Epoch 3][Batch 4499], Speed: 15.341 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.059
[Epoch 3][Batch 4599], Speed: 15.245 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.059
[Epoch 3][Batch 4699], Speed: 15.332 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.058
[Epoch 3][Batch 4799], Speed: 15.398 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.058
[Epoch 3][Batch 4899], Speed: 15.214 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.058
[Epoch 3][Batch 4999], Speed: 15.352 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.058
[Epoch 3][Batch 5099], Speed: 15.167 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.057
[Epoch 3][Batch 5199], Speed: 15.293 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.057
[Epoch 3][Batch 5299], Speed: 15.330 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.866,RCNNL1Loss=1.056
[Epoch 3][Batch 5399], Speed: 15.358 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.056
[Epoch 3][Batch 5499], Speed: 15.277 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.056
[Epoch 3][Batch 5599], Speed: 15.353 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.055
[Epoch 3][Batch 5699], Speed: 15.218 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.055
[Epoch 3][Batch 5799], Speed: 15.407 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.055
[Epoch 3][Batch 5899], Speed: 15.366 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.054
[Epoch 3][Batch 5999], Speed: 15.482 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.054
[Epoch 3][Batch 6099], Speed: 15.169 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.054
[Epoch 3][Batch 6199], Speed: 15.436 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.053
[Epoch 3][Batch 6299], Speed: 15.512 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.053
[Epoch 3][Batch 6399], Speed: 15.236 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.053
[Epoch 3][Batch 6499], Speed: 15.274 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.052
[Epoch 3][Batch 6599], Speed: 15.299 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.052
[Epoch 3][Batch 6699], Speed: 15.258 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.949,RPNL1Loss=0.410,RCNNAcc=0.867,RCNNL1Loss=1.052
[Epoch 3][Batch 6799], Speed: 15.432 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.052
[Epoch 3][Batch 6899], Speed: 15.116 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.051
[Epoch 3][Batch 6999], Speed: 15.200 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.051
[Epoch 3][Batch 7099], Speed: 15.401 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.051
[Epoch 3][Batch 7199], Speed: 15.291 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.050
[Epoch 3][Batch 7299], Speed: 15.324 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.050
[Epoch 3][Batch 7399], Speed: 15.288 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.050
[Epoch 3][Batch 7499], Speed: 15.400 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.049
[Epoch 3][Batch 7599], Speed: 15.313 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.049
[Epoch 3][Batch 7699], Speed: 15.305 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.049
[Epoch 3][Batch 7799], Speed: 15.353 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.048
[Epoch 3][Batch 7899], Speed: 15.246 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.048
[Epoch 3][Batch 7999], Speed: 15.344 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.048
[Epoch 3][Batch 8099], Speed: 15.226 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.047
[Epoch 3][Batch 8199], Speed: 15.204 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.047
[Epoch 3][Batch 8299], Speed: 15.315 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.047
[Epoch 3][Batch 8399], Speed: 15.264 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.047
[Epoch 3][Batch 8499], Speed: 15.226 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.046
[Epoch 3][Batch 8599], Speed: 15.242 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.046
[Epoch 3][Batch 8699], Speed: 15.173 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.046
[Epoch 3][Batch 8799], Speed: 15.339 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.045
[Epoch 3][Batch 8899], Speed: 15.275 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.409,RCNNAcc=0.867,RCNNL1Loss=1.045
[Epoch 3][Batch 8999], Speed: 15.362 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.867,RCNNL1Loss=1.045
[Epoch 3][Batch 9099], Speed: 15.417 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.867,RCNNL1Loss=1.044
[Epoch 3][Batch 9199], Speed: 15.406 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.867,RCNNL1Loss=1.044
[Epoch 3][Batch 9299], Speed: 15.319 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.867,RCNNL1Loss=1.044
[Epoch 3][Batch 9399], Speed: 15.260 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.867,RCNNL1Loss=1.043
[Epoch 3][Batch 9499], Speed: 15.296 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.867,RCNNL1Loss=1.043
[Epoch 3][Batch 9599], Speed: 15.518 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.043
[Epoch 3][Batch 9699], Speed: 15.444 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.042
[Epoch 3][Batch 9799], Speed: 15.153 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.042
[Epoch 3][Batch 9899], Speed: 15.386 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.042
[Epoch 3][Batch 9999], Speed: 15.378 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.042
[Epoch 3][Batch 10099], Speed: 15.145 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.041
[Epoch 3][Batch 10199], Speed: 14.987 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.041
[Epoch 3][Batch 10299], Speed: 15.349 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.041
[Epoch 3][Batch 10399], Speed: 15.158 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.040
[Epoch 3][Batch 10499], Speed: 15.337 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.040
[Epoch 3][Batch 10599], Speed: 15.421 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.040
[Epoch 3][Batch 10699], Speed: 15.359 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.040
[Epoch 3][Batch 10799], Speed: 15.267 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.039
[Epoch 3][Batch 10899], Speed: 15.520 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.039
[Epoch 3][Batch 10999], Speed: 15.260 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.039
[Epoch 3][Batch 11099], Speed: 15.671 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.038
[Epoch 3][Batch 11199], Speed: 15.497 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.038
[Epoch 3][Batch 11299], Speed: 15.403 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.038
[Epoch 3][Batch 11399], Speed: 15.430 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.038
[Epoch 3][Batch 11499], Speed: 15.395 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.037
[Epoch 3][Batch 11599], Speed: 15.481 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.037
[Epoch 3][Batch 11699], Speed: 15.388 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.037
[Epoch 3][Batch 11799], Speed: 15.196 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.408,RCNNAcc=0.868,RCNNL1Loss=1.036
[Epoch 3][Batch 11899], Speed: 15.246 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.036
[Epoch 3][Batch 11999], Speed: 15.189 samples/sec, RPN_Conf=0.110,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.036
[Epoch 3][Batch 12099], Speed: 15.260 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.201,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.036
[Epoch 3][Batch 12199], Speed: 15.161 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.035
[Epoch 3][Batch 12299], Speed: 15.314 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.035
[Epoch 3][Batch 12399], Speed: 15.240 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.035
[Epoch 3][Batch 12499], Speed: 15.465 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.035
[Epoch 3][Batch 12599], Speed: 15.533 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.034
[Epoch 3][Batch 12699], Speed: 15.297 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.034
[Epoch 3][Batch 12799], Speed: 15.267 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.034
[Epoch 3][Batch 12899], Speed: 15.354 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.033
[Epoch 3][Batch 12999], Speed: 15.372 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.033
[Epoch 3][Batch 13099], Speed: 15.418 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.033
[Epoch 3][Batch 13199], Speed: 15.053 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.033
[Epoch 3][Batch 13299], Speed: 15.153 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.032
[Epoch 3][Batch 13399], Speed: 14.659 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.032
[Epoch 3][Batch 13499], Speed: 15.409 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.032
[Epoch 3][Batch 13599], Speed: 15.248 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.031
[Epoch 3][Batch 13699], Speed: 15.313 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.031
[Epoch 3][Batch 13799], Speed: 15.289 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.031
[Epoch 3][Batch 13899], Speed: 15.477 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.031
[Epoch 3][Batch 13999], Speed: 15.176 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.868,RCNNL1Loss=1.030
[Epoch 3][Batch 14099], Speed: 15.677 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.869,RCNNL1Loss=1.030
[Epoch 3][Batch 14199], Speed: 15.397 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.407,RCNNAcc=0.869,RCNNL1Loss=1.030
[Epoch 3][Batch 14299], Speed: 15.273 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.029
[Epoch 3][Batch 14399], Speed: 15.437 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.029
[Epoch 3][Batch 14499], Speed: 15.326 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.029
[Epoch 3][Batch 14599], Speed: 15.363 samples/sec, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.029
[Epoch 3] Training cost: 7683.028, RPN_Conf=0.111,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.200
[Epoch 3] Saving parameters to faster_rcnn_resnet50_v1b_coco_0003_0.0000.params
[Epoch 4][Batch 99], Speed: 13.066 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.190,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.028
[Epoch 4][Batch 199], Speed: 15.099 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.189,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.028
[Epoch 4][Batch 299], Speed: 15.028 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.189,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.027
[Epoch 4][Batch 399], Speed: 15.192 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.189,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.027
[Epoch 4][Batch 499], Speed: 15.243 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.190,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.027
[Epoch 4][Batch 599], Speed: 15.158 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.189,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.027
[Epoch 4][Batch 699], Speed: 15.214 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.349,RCNN_SmoothL1=0.189,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.026
[Epoch 4][Batch 799], Speed: 15.139 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.349,RCNN_SmoothL1=0.190,RPNAcc=0.950,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.026
[Epoch 4][Batch 899], Speed: 15.425 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.350,RCNN_SmoothL1=0.191,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.026
[Epoch 4][Batch 999], Speed: 15.224 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.351,RCNN_SmoothL1=0.191,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.025
[Epoch 4][Batch 1099], Speed: 15.127 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.353,RCNN_SmoothL1=0.192,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.025
[Epoch 4][Batch 1199], Speed: 15.116 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.353,RCNN_SmoothL1=0.192,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.025
[Epoch 4][Batch 1299], Speed: 15.205 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.025
[Epoch 4][Batch 1399], Speed: 15.264 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.024
[Epoch 4][Batch 1499], Speed: 15.322 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.024
[Epoch 4][Batch 1599], Speed: 15.562 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.024
[Epoch 4][Batch 1699], Speed: 15.332 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.023
[Epoch 4][Batch 1799], Speed: 15.306 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.023
[Epoch 4][Batch 1899], Speed: 15.469 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.406,RCNNAcc=0.869,RCNNL1Loss=1.023
[Epoch 4][Batch 1999], Speed: 15.321 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.023
[Epoch 4][Batch 2099], Speed: 15.292 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.022
[Epoch 4][Batch 2199], Speed: 15.351 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.354,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.022
[Epoch 4][Batch 2299], Speed: 15.167 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.022
[Epoch 4][Batch 2399], Speed: 15.471 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.022
[Epoch 4][Batch 2499], Speed: 15.246 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.021
[Epoch 4][Batch 2599], Speed: 15.241 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.021
[Epoch 4][Batch 2699], Speed: 14.996 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.021
[Epoch 4][Batch 2799], Speed: 15.272 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.020
[Epoch 4][Batch 2899], Speed: 15.210 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.020
[Epoch 4][Batch 2999], Speed: 15.270 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.020
[Epoch 4][Batch 3099], Speed: 15.508 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.020
[Epoch 4][Batch 3199], Speed: 15.498 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.019
[Epoch 4][Batch 3299], Speed: 15.316 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.019
[Epoch 4][Batch 3399], Speed: 15.331 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.869,RCNNL1Loss=1.019
[Epoch 4][Batch 3499], Speed: 15.379 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.019
[Epoch 4][Batch 3599], Speed: 15.339 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.193,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.018
[Epoch 4][Batch 3699], Speed: 15.346 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.018
[Epoch 4][Batch 3799], Speed: 15.443 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.355,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.018
[Epoch 4][Batch 3899], Speed: 15.070 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.018
[Epoch 4][Batch 3999], Speed: 15.312 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.017
[Epoch 4][Batch 4099], Speed: 15.284 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.017
[Epoch 4][Batch 4199], Speed: 15.152 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.017
[Epoch 4][Batch 4299], Speed: 15.170 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.017
[Epoch 4][Batch 4399], Speed: 15.041 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.016
[Epoch 4][Batch 4499], Speed: 15.318 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.016
[Epoch 4][Batch 4599], Speed: 15.340 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.016
[Epoch 4][Batch 4699], Speed: 15.281 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.016
[Epoch 4][Batch 4799], Speed: 15.245 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.015
[Epoch 4][Batch 4899], Speed: 15.452 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.405,RCNNAcc=0.870,RCNNL1Loss=1.015
[Epoch 4][Batch 4999], Speed: 15.428 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.015
[Epoch 4][Batch 5099], Speed: 15.279 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.015
[Epoch 4][Batch 5199], Speed: 15.385 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.014
[Epoch 4][Batch 5299], Speed: 15.246 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.014
[Epoch 4][Batch 5399], Speed: 15.308 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.014
[Epoch 4][Batch 5499], Speed: 15.095 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.014
[Epoch 4][Batch 5599], Speed: 15.112 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.013
[Epoch 4][Batch 5699], Speed: 15.252 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.013
[Epoch 4][Batch 5799], Speed: 15.382 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.356,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.013
[Epoch 4][Batch 5899], Speed: 15.368 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.013
[Epoch 4][Batch 5999], Speed: 15.199 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.012
[Epoch 4][Batch 6099], Speed: 15.319 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.012
[Epoch 4][Batch 6199], Speed: 15.294 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.012
[Epoch 4][Batch 6299], Speed: 15.243 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.012
[Epoch 4][Batch 6399], Speed: 15.145 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.011
[Epoch 4][Batch 6499], Speed: 15.288 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.011
[Epoch 4][Batch 6599], Speed: 15.173 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.011
[Epoch 4][Batch 6699], Speed: 15.328 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.011
[Epoch 4][Batch 6799], Speed: 15.183 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.010
[Epoch 4][Batch 6899], Speed: 15.136 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.010
[Epoch 4][Batch 6999], Speed: 15.333 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.010
[Epoch 4][Batch 7099], Speed: 15.305 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.010
[Epoch 4][Batch 7199], Speed: 15.509 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.009
[Epoch 4][Batch 7299], Speed: 15.359 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.009
[Epoch 4][Batch 7399], Speed: 15.488 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.009
[Epoch 4][Batch 7499], Speed: 15.327 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.009
[Epoch 4][Batch 7599], Speed: 15.337 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.009
[Epoch 4][Batch 7699], Speed: 15.416 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.008
[Epoch 4][Batch 7799], Speed: 15.603 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.008
[Epoch 4][Batch 7899], Speed: 15.159 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.008
[Epoch 4][Batch 7999], Speed: 15.202 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.008
[Epoch 4][Batch 8099], Speed: 15.366 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.007
[Epoch 4][Batch 8199], Speed: 15.374 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.007
[Epoch 4][Batch 8299], Speed: 15.255 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.007
[Epoch 4][Batch 8399], Speed: 15.270 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.404,RCNNAcc=0.870,RCNNL1Loss=1.007
[Epoch 4][Batch 8499], Speed: 15.222 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.006
[Epoch 4][Batch 8599], Speed: 15.185 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.006
[Epoch 4][Batch 8699], Speed: 15.265 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.006
[Epoch 4][Batch 8799], Speed: 15.076 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.006
[Epoch 4][Batch 8899], Speed: 15.164 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.006
[Epoch 4][Batch 8999], Speed: 15.034 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.005
[Epoch 4][Batch 9099], Speed: 15.560 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.005
[Epoch 4][Batch 9199], Speed: 15.286 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.005
[Epoch 4][Batch 9299], Speed: 15.357 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.005
[Epoch 4][Batch 9399], Speed: 15.242 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.005
[Epoch 4][Batch 9499], Speed: 15.365 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.004
[Epoch 4][Batch 9599], Speed: 15.101 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.004
[Epoch 4][Batch 9699], Speed: 15.383 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.004
[Epoch 4][Batch 9799], Speed: 15.344 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.004
[Epoch 4][Batch 9899], Speed: 15.217 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.003
[Epoch 4][Batch 9999], Speed: 15.211 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.003
[Epoch 4][Batch 10099], Speed: 15.285 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.003
[Epoch 4][Batch 10199], Speed: 15.315 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.951,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.003
[Epoch 4][Batch 10299], Speed: 15.363 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.002
[Epoch 4][Batch 10399], Speed: 15.238 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.002
[Epoch 4][Batch 10499], Speed: 15.371 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.002
[Epoch 4][Batch 10599], Speed: 15.156 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.002
[Epoch 4][Batch 10699], Speed: 15.298 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.002
[Epoch 4][Batch 10799], Speed: 15.275 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.001
[Epoch 4][Batch 10899], Speed: 15.640 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.001
[Epoch 4][Batch 10999], Speed: 15.227 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.001
[Epoch 4][Batch 11099], Speed: 15.086 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.001
[Epoch 4][Batch 11199], Speed: 14.956 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.001
[Epoch 4][Batch 11299], Speed: 15.369 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.000
[Epoch 4][Batch 11399], Speed: 15.229 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.000
[Epoch 4][Batch 11499], Speed: 15.544 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.403,RCNNAcc=0.871,RCNNL1Loss=1.000
[Epoch 4][Batch 11599], Speed: 15.154 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=1.000
[Epoch 4][Batch 11699], Speed: 15.202 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=1.000
[Epoch 4][Batch 11799], Speed: 15.181 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.999
[Epoch 4][Batch 11899], Speed: 15.587 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.999
[Epoch 4][Batch 11999], Speed: 15.416 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.357,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.999
[Epoch 4][Batch 12099], Speed: 15.218 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.999
[Epoch 4][Batch 12199], Speed: 15.315 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.998
[Epoch 4][Batch 12299], Speed: 15.426 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.998
[Epoch 4][Batch 12399], Speed: 15.357 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.998
[Epoch 4][Batch 12499], Speed: 15.333 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.998
[Epoch 4][Batch 12599], Speed: 15.085 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.998
[Epoch 4][Batch 12699], Speed: 15.322 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.997
[Epoch 4][Batch 12799], Speed: 15.497 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.997
[Epoch 4][Batch 12899], Speed: 15.249 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.997
[Epoch 4][Batch 12999], Speed: 15.344 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.997
[Epoch 4][Batch 13099], Speed: 15.296 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.997
[Epoch 4][Batch 13199], Speed: 15.366 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.996
[Epoch 4][Batch 13299], Speed: 15.377 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.194,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.996
[Epoch 4][Batch 13399], Speed: 15.241 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.996
[Epoch 4][Batch 13499], Speed: 15.313 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.996
[Epoch 4][Batch 13599], Speed: 15.363 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.996
[Epoch 4][Batch 13699], Speed: 15.296 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.995
[Epoch 4][Batch 13799], Speed: 15.255 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.995
[Epoch 4][Batch 13899], Speed: 15.280 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.995
[Epoch 4][Batch 13999], Speed: 15.381 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.995
[Epoch 4][Batch 14099], Speed: 15.400 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.994
[Epoch 4][Batch 14199], Speed: 15.227 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.871,RCNNL1Loss=0.994
[Epoch 4][Batch 14299], Speed: 15.116 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.872,RCNNL1Loss=0.994
[Epoch 4][Batch 14399], Speed: 15.403 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.872,RCNNL1Loss=0.994
[Epoch 4][Batch 14499], Speed: 15.167 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.872,RCNNL1Loss=0.994
[Epoch 4][Batch 14599], Speed: 15.160 samples/sec, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.872,RCNNL1Loss=0.993
[Epoch 4] Training cost: 7681.679, RPN_Conf=0.107,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.358,RCNN_SmoothL1=0.193
[Epoch 4] Saving parameters to faster_rcnn_resnet50_v1b_coco_0004_0.0000.params
[Epoch 5][Batch 99], Speed: 10.960 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.872,RCNNL1Loss=0.993
[Epoch 5][Batch 199], Speed: 14.844 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.189,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.872,RCNNL1Loss=0.993
[Epoch 5][Batch 299], Speed: 15.173 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.402,RCNNAcc=0.872,RCNNL1Loss=0.993
[Epoch 5][Batch 399], Speed: 15.332 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.101,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.992
[Epoch 5][Batch 499], Speed: 15.073 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.992
[Epoch 5][Batch 599], Speed: 15.165 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.992
[Epoch 5][Batch 699], Speed: 15.371 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.100,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.992
[Epoch 5][Batch 799], Speed: 15.234 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.991
[Epoch 5][Batch 899], Speed: 15.238 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.099,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.991
[Epoch 5][Batch 999], Speed: 15.387 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.991
[Epoch 5][Batch 1099], Speed: 15.337 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.991
[Epoch 5][Batch 1199], Speed: 15.294 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.991
[Epoch 5][Batch 1299], Speed: 15.183 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.990
[Epoch 5][Batch 1399], Speed: 15.259 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.990
[Epoch 5][Batch 1499], Speed: 15.372 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.990
[Epoch 5][Batch 1599], Speed: 15.267 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.990
[Epoch 5][Batch 1699], Speed: 15.298 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.989
[Epoch 5][Batch 1799], Speed: 15.232 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.989
[Epoch 5][Batch 1899], Speed: 15.296 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.989
[Epoch 5][Batch 1999], Speed: 15.375 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.989
[Epoch 5][Batch 2099], Speed: 15.343 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.989
[Epoch 5][Batch 2199], Speed: 15.430 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.988
[Epoch 5][Batch 2299], Speed: 14.997 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.988
[Epoch 5][Batch 2399], Speed: 15.097 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.343,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.988
[Epoch 5][Batch 2499], Speed: 15.337 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.988
[Epoch 5][Batch 2599], Speed: 15.120 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.987
[Epoch 5][Batch 2699], Speed: 15.238 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.987
[Epoch 5][Batch 2799], Speed: 15.099 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.987
[Epoch 5][Batch 2899], Speed: 15.303 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.987
[Epoch 5][Batch 2999], Speed: 15.430 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.987
[Epoch 5][Batch 3099], Speed: 15.308 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.986
[Epoch 5][Batch 3199], Speed: 15.258 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.986
[Epoch 5][Batch 3299], Speed: 15.096 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.986
[Epoch 5][Batch 3399], Speed: 15.278 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.986
[Epoch 5][Batch 3499], Speed: 15.399 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.986
[Epoch 5][Batch 3599], Speed: 15.437 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.401,RCNNAcc=0.872,RCNNL1Loss=0.985
[Epoch 5][Batch 3699], Speed: 15.261 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.344,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.985
[Epoch 5][Batch 3799], Speed: 15.362 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.985
[Epoch 5][Batch 3899], Speed: 15.209 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.985
[Epoch 5][Batch 3999], Speed: 15.246 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.985
[Epoch 5][Batch 4099], Speed: 15.310 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.984
[Epoch 5][Batch 4199], Speed: 15.228 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.984
[Epoch 5][Batch 4299], Speed: 15.128 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.984
[Epoch 5][Batch 4399], Speed: 15.129 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.984
[Epoch 5][Batch 4499], Speed: 15.095 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.983
[Epoch 5][Batch 4599], Speed: 15.177 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.983
[Epoch 5][Batch 4699], Speed: 14.582 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.983
[Epoch 5][Batch 4799], Speed: 15.195 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.983
[Epoch 5][Batch 4899], Speed: 15.176 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.345,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.872,RCNNL1Loss=0.983
[Epoch 5][Batch 4999], Speed: 15.139 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.982
[Epoch 5][Batch 5099], Speed: 15.225 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.187,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.982
[Epoch 5][Batch 5199], Speed: 15.362 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.982
[Epoch 5][Batch 5299], Speed: 15.145 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.982
[Epoch 5][Batch 5399], Speed: 15.194 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.982
[Epoch 5][Batch 5499], Speed: 15.483 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.982
[Epoch 5][Batch 5599], Speed: 15.094 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.981
[Epoch 5][Batch 5699], Speed: 15.219 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.981
[Epoch 5][Batch 5799], Speed: 15.362 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.981
[Epoch 5][Batch 5899], Speed: 15.089 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.981
[Epoch 5][Batch 5999], Speed: 15.121 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.981
[Epoch 5][Batch 6099], Speed: 15.282 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.980
[Epoch 5][Batch 6199], Speed: 15.271 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.980
[Epoch 5][Batch 6299], Speed: 15.223 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.980
[Epoch 5][Batch 6399], Speed: 15.294 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.980
[Epoch 5][Batch 6499], Speed: 15.235 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.980
[Epoch 5][Batch 6599], Speed: 15.355 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.979
[Epoch 5][Batch 6699], Speed: 15.266 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.979
[Epoch 5][Batch 6799], Speed: 15.215 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.979
[Epoch 5][Batch 6899], Speed: 15.357 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.979
[Epoch 5][Batch 6999], Speed: 15.348 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.979
[Epoch 5][Batch 7099], Speed: 15.277 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.979
[Epoch 5][Batch 7199], Speed: 15.435 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.952,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.978
[Epoch 5][Batch 7299], Speed: 15.100 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.978
[Epoch 5][Batch 7399], Speed: 15.293 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.978
[Epoch 5][Batch 7499], Speed: 15.286 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.978
[Epoch 5][Batch 7599], Speed: 15.339 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.978
[Epoch 5][Batch 7699], Speed: 15.468 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.400,RCNNAcc=0.873,RCNNL1Loss=0.977
[Epoch 5][Batch 7799], Speed: 15.068 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.346,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.977
[Epoch 5][Batch 7899], Speed: 15.201 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.977
[Epoch 5][Batch 7999], Speed: 15.181 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.977
[Epoch 5][Batch 8099], Speed: 15.302 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.977
[Epoch 5][Batch 8199], Speed: 15.808 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.976
[Epoch 5][Batch 8299], Speed: 15.218 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.976
[Epoch 5][Batch 8399], Speed: 15.180 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.976
[Epoch 5][Batch 8499], Speed: 15.030 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.976
[Epoch 5][Batch 8599], Speed: 15.322 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.976
[Epoch 5][Batch 8699], Speed: 15.360 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.976
[Epoch 5][Batch 8799], Speed: 15.531 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.975
[Epoch 5][Batch 8899], Speed: 15.468 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.975
[Epoch 5][Batch 8999], Speed: 15.213 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.975
[Epoch 5][Batch 9099], Speed: 15.315 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.975
[Epoch 5][Batch 9199], Speed: 15.398 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.975
[Epoch 5][Batch 9299], Speed: 15.445 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.975
[Epoch 5][Batch 9399], Speed: 15.278 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.974
[Epoch 5][Batch 9499], Speed: 15.370 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.974
[Epoch 5][Batch 9599], Speed: 15.440 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.974
[Epoch 5][Batch 9699], Speed: 15.534 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.974
[Epoch 5][Batch 9799], Speed: 15.343 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.974
[Epoch 5][Batch 9899], Speed: 15.350 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.974
[Epoch 5][Batch 9999], Speed: 15.450 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.973
[Epoch 5][Batch 10099], Speed: 15.122 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.973
[Epoch 5][Batch 10199], Speed: 15.323 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.973
[Epoch 5][Batch 10299], Speed: 15.199 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.973
[Epoch 5][Batch 10399], Speed: 15.243 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.973
[Epoch 5][Batch 10499], Speed: 15.106 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.972
[Epoch 5][Batch 10599], Speed: 15.420 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.972
[Epoch 5][Batch 10699], Speed: 15.533 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.972
[Epoch 5][Batch 10799], Speed: 15.303 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.972
[Epoch 5][Batch 10899], Speed: 15.241 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.972
[Epoch 5][Batch 10999], Speed: 15.414 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.347,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.972
[Epoch 5][Batch 11099], Speed: 15.385 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.971
[Epoch 5][Batch 11199], Speed: 15.232 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.971
[Epoch 5][Batch 11299], Speed: 15.238 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.971
[Epoch 5][Batch 11399], Speed: 14.918 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.399,RCNNAcc=0.873,RCNNL1Loss=0.971
[Epoch 5][Batch 11499], Speed: 15.383 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.971
[Epoch 5][Batch 11599], Speed: 15.121 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.971
[Epoch 5][Batch 11699], Speed: 15.244 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.970
[Epoch 5][Batch 11799], Speed: 15.729 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.970
[Epoch 5][Batch 11899], Speed: 15.166 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.970
[Epoch 5][Batch 11999], Speed: 15.300 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.970
[Epoch 5][Batch 12099], Speed: 15.248 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.970
[Epoch 5][Batch 12199], Speed: 15.549 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.970
[Epoch 5][Batch 12299], Speed: 15.449 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.969
[Epoch 5][Batch 12399], Speed: 15.229 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.969
[Epoch 5][Batch 12499], Speed: 15.503 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.969
[Epoch 5][Batch 12599], Speed: 15.212 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.969
[Epoch 5][Batch 12699], Speed: 15.196 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.969
[Epoch 5][Batch 12799], Speed: 15.336 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.969
[Epoch 5][Batch 12899], Speed: 15.111 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.968
[Epoch 5][Batch 12999], Speed: 15.396 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.968
[Epoch 5][Batch 13099], Speed: 15.313 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.968
[Epoch 5][Batch 13199], Speed: 15.301 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.968
[Epoch 5][Batch 13299], Speed: 15.265 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.968
[Epoch 5][Batch 13399], Speed: 15.253 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.968
[Epoch 5][Batch 13499], Speed: 15.344 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.968
[Epoch 5][Batch 13599], Speed: 15.365 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.967
[Epoch 5][Batch 13699], Speed: 15.104 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.967
[Epoch 5][Batch 13799], Speed: 15.424 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.967
[Epoch 5][Batch 13899], Speed: 15.555 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.967
[Epoch 5][Batch 13999], Speed: 15.394 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.967
[Epoch 5][Batch 14099], Speed: 15.312 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.967
[Epoch 5][Batch 14199], Speed: 15.343 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.966
[Epoch 5][Batch 14299], Speed: 15.487 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.966
[Epoch 5][Batch 14399], Speed: 15.348 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.966
[Epoch 5][Batch 14499], Speed: 15.301 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.966
[Epoch 5][Batch 14599], Speed: 15.380 samples/sec, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.966
[Epoch 5] Training cost: 7695.248, RPN_Conf=0.105,RPN_SmoothL1=0.097,RCNN_CrossEntropy=0.348,RCNN_SmoothL1=0.188
[Epoch 5] Saving parameters to faster_rcnn_resnet50_v1b_coco_0005_0.0000.params
[Epoch 6][Batch 99], Speed: 12.237 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.174,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.965
[Epoch 6][Batch 199], Speed: 15.389 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.176,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.965
[Epoch 6][Batch 299], Speed: 15.357 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.177,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.965
[Epoch 6][Batch 399], Speed: 15.399 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.179,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.965
[Epoch 6][Batch 499], Speed: 15.109 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.090,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.965
[Epoch 6][Batch 599], Speed: 15.208 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.090,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.965
[Epoch 6][Batch 699], Speed: 15.246 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.964
[Epoch 6][Batch 799], Speed: 15.195 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.398,RCNNAcc=0.874,RCNNL1Loss=0.964
[Epoch 6][Batch 899], Speed: 14.872 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.964
[Epoch 6][Batch 999], Speed: 15.316 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.964
[Epoch 6][Batch 1099], Speed: 15.433 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.964
[Epoch 6][Batch 1199], Speed: 15.247 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.179,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.963
[Epoch 6][Batch 1299], Speed: 15.099 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.963
[Epoch 6][Batch 1399], Speed: 15.302 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.963
[Epoch 6][Batch 1499], Speed: 15.446 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.180,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.963
[Epoch 6][Batch 1599], Speed: 15.315 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.963
[Epoch 6][Batch 1699], Speed: 15.274 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.963
[Epoch 6][Batch 1799], Speed: 15.272 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.962
[Epoch 6][Batch 1899], Speed: 15.272 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.962
[Epoch 6][Batch 1999], Speed: 15.372 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.962
[Epoch 6][Batch 2099], Speed: 15.298 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.962
[Epoch 6][Batch 2199], Speed: 15.315 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.962
[Epoch 6][Batch 2299], Speed: 15.402 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.961
[Epoch 6][Batch 2399], Speed: 15.133 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.961
[Epoch 6][Batch 2499], Speed: 15.323 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.961
[Epoch 6][Batch 2599], Speed: 15.368 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.961
[Epoch 6][Batch 2699], Speed: 15.502 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.961
[Epoch 6][Batch 2799], Speed: 15.417 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.961
[Epoch 6][Batch 2899], Speed: 15.232 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.960
[Epoch 6][Batch 2999], Speed: 15.379 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.181,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.960
[Epoch 6][Batch 3099], Speed: 15.327 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.960
[Epoch 6][Batch 3199], Speed: 15.328 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.874,RCNNL1Loss=0.960
[Epoch 6][Batch 3299], Speed: 15.466 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.960
[Epoch 6][Batch 3399], Speed: 15.278 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.960
[Epoch 6][Batch 3499], Speed: 15.202 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.959
[Epoch 6][Batch 3599], Speed: 15.355 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.959
[Epoch 6][Batch 3699], Speed: 15.431 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.959
[Epoch 6][Batch 3799], Speed: 15.351 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.959
[Epoch 6][Batch 3899], Speed: 15.608 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.959
[Epoch 6][Batch 3999], Speed: 15.444 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.959
[Epoch 6][Batch 4099], Speed: 15.235 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.958
[Epoch 6][Batch 4199], Speed: 15.518 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.958
[Epoch 6][Batch 4299], Speed: 15.382 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.958
[Epoch 6][Batch 4399], Speed: 15.490 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.958
[Epoch 6][Batch 4499], Speed: 15.498 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.958
[Epoch 6][Batch 4599], Speed: 15.460 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.958
[Epoch 6][Batch 4699], Speed: 15.364 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.957
[Epoch 6][Batch 4799], Speed: 15.278 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.957
[Epoch 6][Batch 4899], Speed: 15.540 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.957
[Epoch 6][Batch 4999], Speed: 15.517 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.957
[Epoch 6][Batch 5099], Speed: 15.306 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.957
[Epoch 6][Batch 5199], Speed: 15.344 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.957
[Epoch 6][Batch 5299], Speed: 15.389 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.336,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.956
[Epoch 6][Batch 5399], Speed: 15.331 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.956
[Epoch 6][Batch 5499], Speed: 15.295 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.956
[Epoch 6][Batch 5599], Speed: 15.383 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.956
[Epoch 6][Batch 5699], Speed: 15.207 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.397,RCNNAcc=0.875,RCNNL1Loss=0.956
[Epoch 6][Batch 5799], Speed: 15.466 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.956
[Epoch 6][Batch 5899], Speed: 15.145 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.956
[Epoch 6][Batch 5999], Speed: 15.561 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.955
[Epoch 6][Batch 6099], Speed: 15.428 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.955
[Epoch 6][Batch 6199], Speed: 15.232 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.955
[Epoch 6][Batch 6299], Speed: 15.427 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.955
[Epoch 6][Batch 6399], Speed: 15.422 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.337,RCNN_SmoothL1=0.182,RPNAcc=0.953,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.955
[Epoch 6][Batch 6499], Speed: 15.309 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.955
[Epoch 6][Batch 6599], Speed: 15.254 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.954
[Epoch 6][Batch 6699], Speed: 15.270 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.954
[Epoch 6][Batch 6799], Speed: 15.369 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.954
[Epoch 6][Batch 6899], Speed: 15.145 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.954
[Epoch 6][Batch 6999], Speed: 15.454 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.954
[Epoch 6][Batch 7099], Speed: 15.328 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.954
[Epoch 6][Batch 7199], Speed: 15.345 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.953
[Epoch 6][Batch 7299], Speed: 15.240 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.953
[Epoch 6][Batch 7399], Speed: 15.439 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.953
[Epoch 6][Batch 7499], Speed: 15.401 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.182,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.953
[Epoch 6][Batch 7599], Speed: 15.374 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.338,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.953
[Epoch 6][Batch 7699], Speed: 15.401 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.953
[Epoch 6][Batch 7799], Speed: 15.049 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.953
[Epoch 6][Batch 7899], Speed: 15.195 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.953
[Epoch 6][Batch 7999], Speed: 15.397 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.952
[Epoch 6][Batch 8099], Speed: 15.371 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.952
[Epoch 6][Batch 8199], Speed: 15.314 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.952
[Epoch 6][Batch 8299], Speed: 15.154 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.952
[Epoch 6][Batch 8399], Speed: 15.313 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.952
[Epoch 6][Batch 8499], Speed: 15.451 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.952
[Epoch 6][Batch 8599], Speed: 15.414 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.951
[Epoch 6][Batch 8699], Speed: 15.247 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.339,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.951
[Epoch 6][Batch 8799], Speed: 15.167 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.951
[Epoch 6][Batch 8899], Speed: 15.348 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.951
[Epoch 6][Batch 8999], Speed: 15.789 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.951
[Epoch 6][Batch 9099], Speed: 15.173 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.951
[Epoch 6][Batch 9199], Speed: 15.294 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.951
[Epoch 6][Batch 9299], Speed: 15.359 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.950
[Epoch 6][Batch 9399], Speed: 15.125 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.950
[Epoch 6][Batch 9499], Speed: 15.342 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.950
[Epoch 6][Batch 9599], Speed: 15.425 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.950
[Epoch 6][Batch 9699], Speed: 15.435 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.950
[Epoch 6][Batch 9799], Speed: 15.254 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.950
[Epoch 6][Batch 9899], Speed: 15.258 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.340,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.950
[Epoch 6][Batch 9999], Speed: 15.132 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.950
[Epoch 6][Batch 10099], Speed: 15.456 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.949
[Epoch 6][Batch 10199], Speed: 15.410 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.949
[Epoch 6][Batch 10299], Speed: 15.333 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.949
[Epoch 6][Batch 10399], Speed: 15.368 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.949
[Epoch 6][Batch 10499], Speed: 14.464 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.949
[Epoch 6][Batch 10599], Speed: 15.319 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.949
[Epoch 6][Batch 10699], Speed: 15.316 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.949
[Epoch 6][Batch 10799], Speed: 15.494 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.396,RCNNAcc=0.875,RCNNL1Loss=0.948
[Epoch 6][Batch 10899], Speed: 15.312 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.875,RCNNL1Loss=0.948
[Epoch 6][Batch 10999], Speed: 15.227 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.875,RCNNL1Loss=0.948
[Epoch 6][Batch 11099], Speed: 15.357 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.875,RCNNL1Loss=0.948
[Epoch 6][Batch 11199], Speed: 15.315 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.875,RCNNL1Loss=0.948
[Epoch 6][Batch 11299], Speed: 15.455 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.875,RCNNL1Loss=0.948
[Epoch 6][Batch 11399], Speed: 15.307 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.948
[Epoch 6][Batch 11499], Speed: 15.412 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.948
[Epoch 6][Batch 11599], Speed: 15.360 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.947
[Epoch 6][Batch 11699], Speed: 15.279 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.947
[Epoch 6][Batch 11799], Speed: 15.364 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.947
[Epoch 6][Batch 11899], Speed: 15.279 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.947
[Epoch 6][Batch 11999], Speed: 15.374 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.947
[Epoch 6][Batch 12099], Speed: 15.138 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.947
[Epoch 6][Batch 12199], Speed: 15.250 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.947
[Epoch 6][Batch 12299], Speed: 15.231 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.946
[Epoch 6][Batch 12399], Speed: 15.217 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.946
[Epoch 6][Batch 12499], Speed: 15.296 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.946
[Epoch 6][Batch 12599], Speed: 15.183 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.946
[Epoch 6][Batch 12699], Speed: 15.330 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.946
[Epoch 6][Batch 12799], Speed: 15.304 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.946
[Epoch 6][Batch 12899], Speed: 15.296 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.946
[Epoch 6][Batch 12999], Speed: 15.411 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.945
[Epoch 6][Batch 13099], Speed: 15.140 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.945
[Epoch 6][Batch 13199], Speed: 15.413 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.945
[Epoch 6][Batch 13299], Speed: 15.303 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.945
[Epoch 6][Batch 13399], Speed: 15.379 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.183,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.945
[Epoch 6][Batch 13499], Speed: 15.257 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.945
[Epoch 6][Batch 13599], Speed: 15.417 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.945
[Epoch 6][Batch 13699], Speed: 15.417 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.945
[Epoch 6][Batch 13799], Speed: 15.331 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.341,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.944
[Epoch 6][Batch 13899], Speed: 15.247 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.944
[Epoch 6][Batch 13999], Speed: 15.272 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.944
[Epoch 6][Batch 14099], Speed: 15.358 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.944
[Epoch 6][Batch 14199], Speed: 15.342 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.944
[Epoch 6][Batch 14299], Speed: 15.469 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.944
[Epoch 6][Batch 14399], Speed: 15.498 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.944
[Epoch 6][Batch 14499], Speed: 15.295 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.944
[Epoch 6][Batch 14599], Speed: 15.464 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.943
[Epoch 6] Training cost: 7664.883, RPN_Conf=0.103,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.342,RCNN_SmoothL1=0.184
[Epoch 6] Saving parameters to faster_rcnn_resnet50_v1b_coco_0006_0.0000.params
[Epoch 7][Batch 99], Speed: 13.568 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.943
[Epoch 7][Batch 199], Speed: 15.151 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.177,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.943
[Epoch 7][Batch 299], Speed: 14.967 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.177,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.943
[Epoch 7][Batch 399], Speed: 15.077 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.176,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.943
[Epoch 7][Batch 499], Speed: 15.055 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.177,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.943
[Epoch 7][Batch 599], Speed: 15.310 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.942
[Epoch 7][Batch 699], Speed: 15.328 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.942
[Epoch 7][Batch 799], Speed: 15.120 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.942
[Epoch 7][Batch 899], Speed: 15.359 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.942
[Epoch 7][Batch 999], Speed: 15.121 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.395,RCNNAcc=0.876,RCNNL1Loss=0.942
[Epoch 7][Batch 1099], Speed: 15.215 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.942
[Epoch 7][Batch 1199], Speed: 15.192 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.942
[Epoch 7][Batch 1299], Speed: 15.376 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.941
[Epoch 7][Batch 1399], Speed: 15.075 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.941
[Epoch 7][Batch 1499], Speed: 15.143 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.941
[Epoch 7][Batch 1599], Speed: 15.303 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.178,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.941
[Epoch 7][Batch 1699], Speed: 15.452 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.941
[Epoch 7][Batch 1799], Speed: 15.242 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.941
[Epoch 7][Batch 1899], Speed: 15.405 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.941
[Epoch 7][Batch 1999], Speed: 15.134 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.940
[Epoch 7][Batch 2099], Speed: 15.122 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.940
[Epoch 7][Batch 2199], Speed: 15.354 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.940
[Epoch 7][Batch 2299], Speed: 15.205 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.940
[Epoch 7][Batch 2399], Speed: 15.165 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.940
[Epoch 7][Batch 2499], Speed: 15.086 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.940
[Epoch 7][Batch 2599], Speed: 15.253 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.940
[Epoch 7][Batch 2699], Speed: 15.328 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.939
[Epoch 7][Batch 2799], Speed: 15.252 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.939
[Epoch 7][Batch 2899], Speed: 15.322 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.939
[Epoch 7][Batch 2999], Speed: 15.382 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.939
[Epoch 7][Batch 3099], Speed: 15.335 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.939
[Epoch 7][Batch 3199], Speed: 15.333 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.939
[Epoch 7][Batch 3299], Speed: 15.355 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.939
[Epoch 7][Batch 3399], Speed: 15.432 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.179,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.938
[Epoch 7][Batch 3499], Speed: 15.288 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.938
[Epoch 7][Batch 3599], Speed: 15.166 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.938
[Epoch 7][Batch 3699], Speed: 15.306 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.938
[Epoch 7][Batch 3799], Speed: 15.362 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.938
[Epoch 7][Batch 3899], Speed: 15.362 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.938
[Epoch 7][Batch 3999], Speed: 15.543 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.938
[Epoch 7][Batch 4099], Speed: 15.403 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.938
[Epoch 7][Batch 4199], Speed: 15.342 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.937
[Epoch 7][Batch 4299], Speed: 15.446 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.937
[Epoch 7][Batch 4399], Speed: 15.222 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.937
[Epoch 7][Batch 4499], Speed: 15.249 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.937
[Epoch 7][Batch 4599], Speed: 15.261 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.937
[Epoch 7][Batch 4699], Speed: 15.595 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.937
[Epoch 7][Batch 4799], Speed: 15.130 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.331,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.937
[Epoch 7][Batch 4899], Speed: 15.150 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.876,RCNNL1Loss=0.936
[Epoch 7][Batch 4999], Speed: 15.452 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.936
[Epoch 7][Batch 5099], Speed: 15.473 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.936
[Epoch 7][Batch 5199], Speed: 15.267 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.936
[Epoch 7][Batch 5299], Speed: 15.244 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.936
[Epoch 7][Batch 5399], Speed: 15.295 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.936
[Epoch 7][Batch 5499], Speed: 15.328 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.936
[Epoch 7][Batch 5599], Speed: 15.349 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.935
[Epoch 7][Batch 5699], Speed: 15.451 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.935
[Epoch 7][Batch 5799], Speed: 15.204 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.935
[Epoch 7][Batch 5899], Speed: 15.084 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.394,RCNNAcc=0.877,RCNNL1Loss=0.935
[Epoch 7][Batch 5999], Speed: 15.240 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.935
[Epoch 7][Batch 6099], Speed: 15.413 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.935
[Epoch 7][Batch 6199], Speed: 15.463 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.935
[Epoch 7][Batch 6299], Speed: 15.430 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.935
[Epoch 7][Batch 6399], Speed: 15.351 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.934
[Epoch 7][Batch 6499], Speed: 15.234 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.934
[Epoch 7][Batch 6599], Speed: 15.292 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.934
[Epoch 7][Batch 6699], Speed: 15.020 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.934
[Epoch 7][Batch 6799], Speed: 15.026 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.934
[Epoch 7][Batch 6899], Speed: 14.992 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.934
[Epoch 7][Batch 6999], Speed: 15.101 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.934
[Epoch 7][Batch 7099], Speed: 15.291 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7199], Speed: 15.329 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7299], Speed: 15.307 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7399], Speed: 15.188 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.332,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7499], Speed: 15.268 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7599], Speed: 15.320 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7699], Speed: 15.136 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7799], Speed: 15.248 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7899], Speed: 15.377 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.933
[Epoch 7][Batch 7999], Speed: 15.146 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.932
[Epoch 7][Batch 8099], Speed: 15.226 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.932
[Epoch 7][Batch 8199], Speed: 15.297 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.932
[Epoch 7][Batch 8299], Speed: 15.207 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.932
[Epoch 7][Batch 8399], Speed: 15.211 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.932
[Epoch 7][Batch 8499], Speed: 15.238 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.932
[Epoch 7][Batch 8599], Speed: 15.294 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.932
[Epoch 7][Batch 8699], Speed: 15.319 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.932
[Epoch 7][Batch 8799], Speed: 15.514 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.931
[Epoch 7][Batch 8899], Speed: 15.317 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.931
[Epoch 7][Batch 8999], Speed: 15.189 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.931
[Epoch 7][Batch 9099], Speed: 15.245 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.931
[Epoch 7][Batch 9199], Speed: 15.417 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.931
[Epoch 7][Batch 9299], Speed: 15.133 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.931
[Epoch 7][Batch 9399], Speed: 15.388 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.931
[Epoch 7][Batch 9499], Speed: 15.403 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.931
[Epoch 7][Batch 9599], Speed: 15.109 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.930
[Epoch 7][Batch 9699], Speed: 15.146 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.930
[Epoch 7][Batch 9799], Speed: 15.057 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.954,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.930
[Epoch 7][Batch 9899], Speed: 15.334 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.930
[Epoch 7][Batch 9999], Speed: 15.337 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.333,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.930
[Epoch 7][Batch 10099], Speed: 15.340 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.930
[Epoch 7][Batch 10199], Speed: 15.334 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.930
[Epoch 7][Batch 10299], Speed: 15.396 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.930
[Epoch 7][Batch 10399], Speed: 15.358 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 10499], Speed: 15.301 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 10599], Speed: 15.306 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 10699], Speed: 15.179 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 10799], Speed: 15.224 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 10899], Speed: 15.297 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 10999], Speed: 15.421 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 11099], Speed: 15.292 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 11199], Speed: 15.266 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.929
[Epoch 7][Batch 11299], Speed: 15.081 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 11399], Speed: 15.281 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 11499], Speed: 15.235 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 11599], Speed: 15.518 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 11699], Speed: 15.346 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 11799], Speed: 15.199 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.334,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 11899], Speed: 15.265 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 11999], Speed: 15.492 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 12099], Speed: 15.494 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.928
[Epoch 7][Batch 12199], Speed: 15.252 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.927
[Epoch 7][Batch 12299], Speed: 15.175 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.927
[Epoch 7][Batch 12399], Speed: 15.300 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.393,RCNNAcc=0.877,RCNNL1Loss=0.927
[Epoch 7][Batch 12499], Speed: 15.424 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.927
[Epoch 7][Batch 12599], Speed: 15.405 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.927
[Epoch 7][Batch 12699], Speed: 15.060 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.927
[Epoch 7][Batch 12799], Speed: 15.325 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.927
[Epoch 7][Batch 12899], Speed: 15.304 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.927
[Epoch 7][Batch 12999], Speed: 15.321 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13099], Speed: 15.310 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13199], Speed: 15.262 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13299], Speed: 15.455 samples/sec, RPN_Conf=0.101,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13399], Speed: 15.150 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13499], Speed: 15.226 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13599], Speed: 15.427 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13699], Speed: 15.499 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13799], Speed: 15.416 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13899], Speed: 15.116 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.926
[Epoch 7][Batch 13999], Speed: 15.159 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.925
[Epoch 7][Batch 14099], Speed: 15.352 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.925
[Epoch 7][Batch 14199], Speed: 15.545 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.925
[Epoch 7][Batch 14299], Speed: 15.359 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.925
[Epoch 7][Batch 14399], Speed: 15.370 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.925
[Epoch 7][Batch 14499], Speed: 15.260 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.877,RCNNL1Loss=0.925
[Epoch 7][Batch 14599], Speed: 15.313 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.925
[Epoch 7] Training cost: 7681.067, RPN_Conf=0.102,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.335,RCNN_SmoothL1=0.180
[Epoch 7] Saving parameters to faster_rcnn_resnet50_v1b_coco_0007_0.0000.params
[Epoch 8][Batch 99], Speed: 12.385 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.102,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.925
[Epoch 8][Batch 199], Speed: 15.031 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.098,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.173,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.924
[Epoch 8][Batch 299], Speed: 14.976 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.924
[Epoch 8][Batch 399], Speed: 15.023 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.173,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.924
[Epoch 8][Batch 499], Speed: 15.040 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.174,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.924
[Epoch 8][Batch 599], Speed: 14.937 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.924
[Epoch 8][Batch 699], Speed: 14.683 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.924
[Epoch 8][Batch 799], Speed: 15.048 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.924
[Epoch 8][Batch 899], Speed: 14.984 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.924
[Epoch 8][Batch 999], Speed: 14.891 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.923
[Epoch 8][Batch 1099], Speed: 14.948 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.923
[Epoch 8][Batch 1199], Speed: 14.839 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.923
[Epoch 8][Batch 1299], Speed: 15.024 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.923
[Epoch 8][Batch 1399], Speed: 15.157 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.923
[Epoch 8][Batch 1499], Speed: 15.175 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.923
[Epoch 8][Batch 1599], Speed: 14.949 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.923
[Epoch 8][Batch 1699], Speed: 14.353 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.922
[Epoch 8][Batch 1799], Speed: 14.937 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.922
[Epoch 8][Batch 1899], Speed: 15.074 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.922
[Epoch 8][Batch 1999], Speed: 14.875 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.922
[Epoch 8][Batch 2099], Speed: 14.830 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.922
[Epoch 8][Batch 2199], Speed: 14.685 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.922
[Epoch 8][Batch 2299], Speed: 14.594 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.922
[Epoch 8][Batch 2399], Speed: 14.921 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.922
[Epoch 8][Batch 2499], Speed: 14.685 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 2599], Speed: 14.837 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 2699], Speed: 14.754 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 2799], Speed: 14.984 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 2899], Speed: 15.007 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 2999], Speed: 14.749 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 3099], Speed: 14.880 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 3199], Speed: 15.006 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 3299], Speed: 15.058 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.921
[Epoch 8][Batch 3399], Speed: 15.060 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.920
[Epoch 8][Batch 3499], Speed: 14.792 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.920
[Epoch 8][Batch 3599], Speed: 15.144 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.920
[Epoch 8][Batch 3699], Speed: 14.757 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.920
[Epoch 8][Batch 3799], Speed: 14.870 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.920
[Epoch 8][Batch 3899], Speed: 14.800 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.392,RCNNAcc=0.878,RCNNL1Loss=0.920
[Epoch 8][Batch 3999], Speed: 14.803 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.920
[Epoch 8][Batch 4099], Speed: 14.920 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.920
[Epoch 8][Batch 4199], Speed: 14.887 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 4299], Speed: 14.934 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 4399], Speed: 14.792 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 4499], Speed: 14.697 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 4599], Speed: 14.826 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 4699], Speed: 14.643 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 4799], Speed: 15.002 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 4899], Speed: 14.757 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 4999], Speed: 14.862 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.919
[Epoch 8][Batch 5099], Speed: 14.829 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5199], Speed: 14.605 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5299], Speed: 14.925 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5399], Speed: 14.734 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5499], Speed: 14.737 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5599], Speed: 14.622 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5699], Speed: 14.853 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5799], Speed: 14.602 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5899], Speed: 14.888 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.918
[Epoch 8][Batch 5999], Speed: 14.816 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6099], Speed: 14.710 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6199], Speed: 14.706 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6299], Speed: 14.940 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6399], Speed: 14.769 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6499], Speed: 14.813 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.176,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6599], Speed: 14.664 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6699], Speed: 14.499 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6799], Speed: 14.802 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.917
[Epoch 8][Batch 6899], Speed: 14.776 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 6999], Speed: 14.757 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 7099], Speed: 14.685 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 7199], Speed: 14.733 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 7299], Speed: 14.838 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 7399], Speed: 14.756 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 7499], Speed: 14.624 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 7599], Speed: 14.564 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 7699], Speed: 14.783 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.916
[Epoch 8][Batch 7799], Speed: 14.726 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.327,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 7899], Speed: 14.751 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 7999], Speed: 14.756 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 8099], Speed: 14.547 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 8199], Speed: 14.681 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 8299], Speed: 14.631 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 8399], Speed: 14.701 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 8499], Speed: 14.757 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 8599], Speed: 14.899 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 8699], Speed: 14.863 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.915
[Epoch 8][Batch 8799], Speed: 14.673 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.914
[Epoch 8][Batch 8899], Speed: 14.784 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.914
[Epoch 8][Batch 8999], Speed: 14.636 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.914
[Epoch 8][Batch 9099], Speed: 14.683 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.914
[Epoch 8][Batch 9199], Speed: 14.643 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.914
[Epoch 8][Batch 9299], Speed: 14.613 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.914
[Epoch 8][Batch 9399], Speed: 14.954 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.878,RCNNL1Loss=0.914
[Epoch 8][Batch 9499], Speed: 14.652 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.914
[Epoch 8][Batch 9599], Speed: 14.922 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.914
[Epoch 8][Batch 9699], Speed: 14.643 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.914
[Epoch 8][Batch 9799], Speed: 14.804 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 9899], Speed: 14.689 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 9999], Speed: 14.669 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 10099], Speed: 14.474 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 10199], Speed: 14.960 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.328,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 10299], Speed: 14.955 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 10399], Speed: 14.793 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 10499], Speed: 14.784 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 10599], Speed: 14.576 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 10699], Speed: 14.705 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.391,RCNNAcc=0.879,RCNNL1Loss=0.913
[Epoch 8][Batch 10799], Speed: 14.948 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 10899], Speed: 15.056 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 10999], Speed: 14.651 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 11099], Speed: 14.830 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 11199], Speed: 14.808 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 11299], Speed: 14.881 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 11399], Speed: 14.871 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 11499], Speed: 14.919 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 11599], Speed: 14.878 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 11699], Speed: 14.817 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.912
[Epoch 8][Batch 11799], Speed: 15.136 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.329,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 11899], Speed: 15.083 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 11999], Speed: 14.669 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 12099], Speed: 14.715 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 12199], Speed: 14.992 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 12299], Speed: 14.972 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 12399], Speed: 15.108 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 12499], Speed: 14.932 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 12599], Speed: 15.028 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 12699], Speed: 14.741 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.911
[Epoch 8][Batch 12799], Speed: 14.656 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 12899], Speed: 14.704 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 12999], Speed: 14.851 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13099], Speed: 14.912 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13199], Speed: 14.970 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13299], Speed: 14.662 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13399], Speed: 14.617 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13499], Speed: 14.868 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13599], Speed: 14.898 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13699], Speed: 14.861 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13799], Speed: 14.668 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.910
[Epoch 8][Batch 13899], Speed: 14.721 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 8][Batch 13999], Speed: 14.496 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 8][Batch 14099], Speed: 14.919 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 8][Batch 14199], Speed: 14.927 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 8][Batch 14299], Speed: 14.960 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 8][Batch 14399], Speed: 14.860 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 8][Batch 14499], Speed: 14.931 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 8][Batch 14599], Speed: 14.919 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 8] Training cost: 7924.135, RPN_Conf=0.100,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.330,RCNN_SmoothL1=0.177
[Epoch 8] Saving parameters to faster_rcnn_resnet50_v1b_coco_0008_0.0000.params
[Epoch 9][Batch 99], Speed: 11.662 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.088,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.909
[Epoch 9][Batch 199], Speed: 14.555 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.171,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 299], Speed: 14.930 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 399], Speed: 14.783 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 499], Speed: 14.896 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 599], Speed: 14.872 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 699], Speed: 14.661 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 799], Speed: 14.870 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 899], Speed: 14.908 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 999], Speed: 14.708 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.908
[Epoch 9][Batch 1099], Speed: 14.690 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1199], Speed: 14.691 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1299], Speed: 15.183 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1399], Speed: 15.057 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1499], Speed: 14.762 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1599], Speed: 14.887 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1699], Speed: 15.115 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1799], Speed: 15.045 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1899], Speed: 14.927 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.907
[Epoch 9][Batch 1999], Speed: 14.865 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.172,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2099], Speed: 14.996 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.173,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2199], Speed: 14.860 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.173,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2299], Speed: 14.562 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.173,RPNAcc=0.955,RPNL1Loss=0.390,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2399], Speed: 15.078 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.173,RPNAcc=0.955,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2499], Speed: 14.980 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.173,RPNAcc=0.955,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2599], Speed: 15.104 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.173,RPNAcc=0.955,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2699], Speed: 15.167 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2799], Speed: 14.959 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.906
[Epoch 9][Batch 2899], Speed: 14.912 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 2999], Speed: 14.976 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3099], Speed: 15.080 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3199], Speed: 14.983 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3299], Speed: 15.231 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3399], Speed: 15.101 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3499], Speed: 15.220 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3599], Speed: 14.975 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3699], Speed: 14.871 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3799], Speed: 14.732 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.905
[Epoch 9][Batch 3899], Speed: 14.812 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 3999], Speed: 14.828 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4099], Speed: 15.141 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4199], Speed: 14.843 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4299], Speed: 14.881 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4399], Speed: 15.083 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4499], Speed: 14.808 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4599], Speed: 15.097 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4699], Speed: 15.131 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4799], Speed: 15.141 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.904
[Epoch 9][Batch 4899], Speed: 14.806 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.903
[Epoch 9][Batch 4999], Speed: 14.925 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.903
[Epoch 9][Batch 5099], Speed: 14.891 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.903
[Epoch 9][Batch 5199], Speed: 15.057 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.903
[Epoch 9][Batch 5299], Speed: 14.936 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.903
[Epoch 9][Batch 5399], Speed: 14.681 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.903
[Epoch 9][Batch 5499], Speed: 14.866 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.879,RCNNL1Loss=0.903
[Epoch 9][Batch 5599], Speed: 15.045 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.903
[Epoch 9][Batch 5699], Speed: 14.882 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.903
[Epoch 9][Batch 5799], Speed: 15.146 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.903
[Epoch 9][Batch 5899], Speed: 15.175 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 5999], Speed: 15.049 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6099], Speed: 15.178 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6199], Speed: 15.114 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6299], Speed: 14.705 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6399], Speed: 14.723 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6499], Speed: 14.863 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6599], Speed: 15.056 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6699], Speed: 15.017 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6799], Speed: 14.734 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6899], Speed: 14.712 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.902
[Epoch 9][Batch 6999], Speed: 14.682 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7099], Speed: 14.555 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7199], Speed: 14.840 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7299], Speed: 14.904 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7399], Speed: 14.802 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7499], Speed: 14.931 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7599], Speed: 15.082 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7699], Speed: 14.136 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7799], Speed: 14.974 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7899], Speed: 15.216 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.901
[Epoch 9][Batch 7999], Speed: 14.996 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8099], Speed: 15.058 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8199], Speed: 14.957 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8299], Speed: 15.132 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.174,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8399], Speed: 15.060 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8499], Speed: 15.223 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8599], Speed: 15.173 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8699], Speed: 15.011 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.323,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8799], Speed: 14.876 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8899], Speed: 15.128 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 8999], Speed: 14.987 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 9099], Speed: 15.116 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.900
[Epoch 9][Batch 9199], Speed: 15.146 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 9299], Speed: 14.953 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 9399], Speed: 14.941 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 9499], Speed: 15.067 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 9599], Speed: 15.003 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 9699], Speed: 15.173 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.389,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 9799], Speed: 15.094 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 9899], Speed: 15.106 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 9999], Speed: 15.017 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 10099], Speed: 14.742 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 10199], Speed: 15.070 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.899
[Epoch 9][Batch 10299], Speed: 14.950 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 10399], Speed: 15.001 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 10499], Speed: 14.851 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 10599], Speed: 14.936 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 10699], Speed: 14.993 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 10799], Speed: 15.211 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 10899], Speed: 15.108 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 10999], Speed: 15.002 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 11099], Speed: 14.986 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 11199], Speed: 15.179 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 11299], Speed: 15.078 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.324,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 11399], Speed: 14.976 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.898
[Epoch 9][Batch 11499], Speed: 15.109 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 11599], Speed: 14.808 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 11699], Speed: 15.056 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 11799], Speed: 15.080 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 11899], Speed: 15.143 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 11999], Speed: 14.778 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 12099], Speed: 14.719 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 12199], Speed: 15.040 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 12299], Speed: 14.972 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 12399], Speed: 14.656 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 12499], Speed: 14.999 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 12599], Speed: 14.831 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.897
[Epoch 9][Batch 12699], Speed: 14.905 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 12799], Speed: 15.120 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 12899], Speed: 14.907 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 12999], Speed: 15.002 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13099], Speed: 14.983 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13199], Speed: 15.062 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13299], Speed: 15.281 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.325,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13399], Speed: 14.945 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13499], Speed: 15.022 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13599], Speed: 15.056 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13699], Speed: 15.072 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13799], Speed: 15.094 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.896
[Epoch 9][Batch 13899], Speed: 14.944 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 9][Batch 13999], Speed: 14.904 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 9][Batch 14099], Speed: 15.114 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 9][Batch 14199], Speed: 15.002 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 9][Batch 14299], Speed: 14.960 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 9][Batch 14399], Speed: 14.845 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 9][Batch 14499], Speed: 15.169 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 9][Batch 14599], Speed: 15.181 samples/sec, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 9] Training cost: 7852.152, RPN_Conf=0.099,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.326,RCNN_SmoothL1=0.175
[Epoch 9] Saving parameters to faster_rcnn_resnet50_v1b_coco_0009_0.0000.params
[Epoch 10][Batch 99], Speed: 12.367 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.087,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.166,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 10][Batch 199], Speed: 15.030 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.895
[Epoch 10][Batch 299], Speed: 15.077 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 399], Speed: 15.032 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 499], Speed: 15.626 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 599], Speed: 15.315 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 699], Speed: 15.296 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 799], Speed: 15.485 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 899], Speed: 15.200 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 999], Speed: 15.207 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 1099], Speed: 15.407 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 1199], Speed: 15.364 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 1299], Speed: 15.290 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.894
[Epoch 10][Batch 1399], Speed: 15.341 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 1499], Speed: 15.160 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 1599], Speed: 15.265 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 1699], Speed: 15.225 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 1799], Speed: 15.211 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 1899], Speed: 15.242 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 1999], Speed: 15.414 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 2099], Speed: 15.409 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 2199], Speed: 15.340 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 2299], Speed: 15.531 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.893
[Epoch 10][Batch 2399], Speed: 15.335 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 2499], Speed: 15.174 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 2599], Speed: 15.265 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 2699], Speed: 15.387 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 2799], Speed: 15.227 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 2899], Speed: 15.411 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 2999], Speed: 15.375 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.388,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 3099], Speed: 15.297 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 3199], Speed: 15.329 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.880,RCNNL1Loss=0.892
[Epoch 10][Batch 3299], Speed: 15.540 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.892
[Epoch 10][Batch 3399], Speed: 15.312 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 3499], Speed: 15.326 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 3599], Speed: 15.412 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 3699], Speed: 15.415 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 3799], Speed: 15.471 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 3899], Speed: 15.416 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 3999], Speed: 15.102 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 4099], Speed: 15.382 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 4199], Speed: 15.277 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 4299], Speed: 15.132 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 4399], Speed: 15.254 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.891
[Epoch 10][Batch 4499], Speed: 15.383 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 4599], Speed: 15.313 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 4699], Speed: 15.383 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 4799], Speed: 15.443 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 4899], Speed: 15.186 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 4999], Speed: 15.476 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 5099], Speed: 15.417 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 5199], Speed: 15.091 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 5299], Speed: 15.401 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 5399], Speed: 15.316 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 5499], Speed: 15.185 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 5599], Speed: 15.162 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.890
[Epoch 10][Batch 5699], Speed: 15.235 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 5799], Speed: 15.397 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 5899], Speed: 15.325 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 5999], Speed: 15.257 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6099], Speed: 15.586 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6199], Speed: 15.428 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6299], Speed: 15.285 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6399], Speed: 15.273 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6499], Speed: 15.385 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6599], Speed: 15.195 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6699], Speed: 15.383 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6799], Speed: 15.206 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.889
[Epoch 10][Batch 6899], Speed: 15.367 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 6999], Speed: 15.552 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7099], Speed: 15.172 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7199], Speed: 15.270 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7299], Speed: 15.177 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7399], Speed: 15.265 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7499], Speed: 15.349 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7599], Speed: 15.378 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7699], Speed: 15.328 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7799], Speed: 15.250 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7899], Speed: 15.408 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 7999], Speed: 15.364 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.888
[Epoch 10][Batch 8099], Speed: 15.106 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8199], Speed: 15.254 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8299], Speed: 15.382 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8399], Speed: 15.398 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8499], Speed: 15.459 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8599], Speed: 15.279 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8699], Speed: 15.280 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8799], Speed: 15.294 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8899], Speed: 15.370 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 8999], Speed: 15.526 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 9099], Speed: 15.173 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 9199], Speed: 15.376 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 9299], Speed: 15.482 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.887
[Epoch 10][Batch 9399], Speed: 15.486 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 9499], Speed: 15.133 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 9599], Speed: 15.227 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 9699], Speed: 15.324 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 9799], Speed: 15.273 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 9899], Speed: 15.475 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 9999], Speed: 15.529 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 10099], Speed: 15.334 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 10199], Speed: 15.285 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 10299], Speed: 15.577 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 10399], Speed: 15.376 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 10499], Speed: 15.441 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 10599], Speed: 15.453 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.886
[Epoch 10][Batch 10699], Speed: 15.339 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 10799], Speed: 15.552 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 10899], Speed: 15.397 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 10999], Speed: 15.470 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11099], Speed: 15.442 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11199], Speed: 15.294 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11299], Speed: 15.229 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11399], Speed: 15.440 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11499], Speed: 15.415 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11599], Speed: 15.395 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11699], Speed: 15.396 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11799], Speed: 15.203 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11899], Speed: 15.387 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.885
[Epoch 10][Batch 11999], Speed: 15.359 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.387,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12099], Speed: 15.194 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12199], Speed: 15.051 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12299], Speed: 15.203 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12399], Speed: 15.363 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12499], Speed: 15.329 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12599], Speed: 15.322 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12699], Speed: 15.559 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12799], Speed: 15.591 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12899], Speed: 15.273 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 12999], Speed: 15.541 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 13099], Speed: 15.554 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 13199], Speed: 15.483 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 13299], Speed: 15.605 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.884
[Epoch 10][Batch 13399], Speed: 15.397 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 13499], Speed: 15.280 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 13599], Speed: 13.928 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 13699], Speed: 15.284 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 13799], Speed: 15.138 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.321,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 13899], Speed: 15.438 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 13999], Speed: 15.569 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 14099], Speed: 15.496 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 14199], Speed: 15.295 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 14299], Speed: 15.271 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 14399], Speed: 15.498 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 14499], Speed: 15.306 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10][Batch 14599], Speed: 15.335 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.883
[Epoch 10] Training cost: 7663.443, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.322,RCNN_SmoothL1=0.173
[Epoch 10] Saving parameters to faster_rcnn_resnet50_v1b_coco_0010_0.0000.params
[Epoch 11][Batch 99], Speed: 11.620 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.089,RCNN_CrossEntropy=0.320,RCNN_SmoothL1=0.175,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 199], Speed: 15.121 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.090,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 299], Speed: 15.061 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.172,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 399], Speed: 15.154 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.170,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 499], Speed: 15.224 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.170,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 599], Speed: 15.335 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.170,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 699], Speed: 15.355 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 799], Speed: 15.344 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.171,RPNAcc=0.956,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 899], Speed: 15.308 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 999], Speed: 15.346 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 1099], Speed: 15.255 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 1199], Speed: 15.391 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.882
[Epoch 11][Batch 1299], Speed: 15.363 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 1399], Speed: 15.175 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 1499], Speed: 15.338 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 1599], Speed: 15.148 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 1699], Speed: 15.314 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 1799], Speed: 15.496 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 1899], Speed: 15.402 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 1999], Speed: 15.580 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 2099], Speed: 15.343 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 2199], Speed: 15.020 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 2299], Speed: 15.160 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 2399], Speed: 15.482 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.881,RCNNL1Loss=0.881
[Epoch 11][Batch 2499], Speed: 15.207 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 2599], Speed: 15.250 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 2699], Speed: 15.294 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 2799], Speed: 15.177 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 2899], Speed: 15.220 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 2999], Speed: 15.420 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 3099], Speed: 15.310 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 3199], Speed: 15.399 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 3299], Speed: 15.597 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 3399], Speed: 15.157 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 3499], Speed: 15.354 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 3599], Speed: 15.056 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.880
[Epoch 11][Batch 3699], Speed: 15.230 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 3799], Speed: 15.427 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 3899], Speed: 15.453 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 3999], Speed: 15.406 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4099], Speed: 15.282 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4199], Speed: 15.479 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4299], Speed: 15.384 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4399], Speed: 15.256 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4499], Speed: 15.296 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4599], Speed: 15.259 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4699], Speed: 15.224 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4799], Speed: 15.272 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4899], Speed: 15.258 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.879
[Epoch 11][Batch 4999], Speed: 15.788 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5099], Speed: 15.141 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5199], Speed: 15.317 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5299], Speed: 15.499 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5399], Speed: 15.372 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5499], Speed: 15.281 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5599], Speed: 15.349 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5699], Speed: 15.275 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5799], Speed: 15.399 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5899], Speed: 15.400 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 5999], Speed: 15.225 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.386,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 6099], Speed: 15.262 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 6199], Speed: 15.583 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.878
[Epoch 11][Batch 6299], Speed: 15.261 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 6399], Speed: 15.391 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 6499], Speed: 15.362 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 6599], Speed: 15.560 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 6699], Speed: 15.394 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 6799], Speed: 15.452 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 6899], Speed: 15.419 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 6999], Speed: 15.366 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 7099], Speed: 15.403 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 7199], Speed: 15.114 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 7299], Speed: 15.271 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 7399], Speed: 15.136 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 7499], Speed: 15.566 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 7599], Speed: 15.103 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.877
[Epoch 11][Batch 7699], Speed: 15.485 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 7799], Speed: 15.304 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 7899], Speed: 15.380 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 7999], Speed: 15.125 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8099], Speed: 15.502 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8199], Speed: 15.384 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8299], Speed: 15.254 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8399], Speed: 15.288 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8499], Speed: 15.323 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8599], Speed: 15.282 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8699], Speed: 15.392 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8799], Speed: 15.312 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8899], Speed: 15.361 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.876
[Epoch 11][Batch 8999], Speed: 15.094 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9099], Speed: 15.178 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9199], Speed: 15.419 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9299], Speed: 15.348 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9399], Speed: 15.456 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9499], Speed: 15.274 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9599], Speed: 15.221 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9699], Speed: 15.026 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9799], Speed: 15.304 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.316,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9899], Speed: 15.378 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 9999], Speed: 15.384 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 10099], Speed: 15.284 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 10199], Speed: 15.288 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 10299], Speed: 15.388 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 10399], Speed: 15.273 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.875
[Epoch 11][Batch 10499], Speed: 15.236 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 10599], Speed: 15.320 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 10699], Speed: 15.363 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 10799], Speed: 15.250 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 10899], Speed: 15.289 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 10999], Speed: 15.264 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11099], Speed: 15.404 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11199], Speed: 15.663 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11299], Speed: 15.360 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11399], Speed: 15.174 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11499], Speed: 15.606 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11599], Speed: 15.394 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11699], Speed: 15.214 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11799], Speed: 15.366 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.874
[Epoch 11][Batch 11899], Speed: 15.430 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.317,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 11999], Speed: 15.357 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12099], Speed: 15.431 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12199], Speed: 15.450 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12299], Speed: 15.239 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12399], Speed: 15.234 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12499], Speed: 15.383 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12599], Speed: 15.225 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12699], Speed: 15.278 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12799], Speed: 15.218 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12899], Speed: 15.300 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 12999], Speed: 15.300 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 13099], Speed: 15.339 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 13199], Speed: 15.246 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 13299], Speed: 15.372 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 13399], Speed: 15.583 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.318,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 13499], Speed: 15.541 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.873
[Epoch 11][Batch 13599], Speed: 15.390 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 13699], Speed: 15.387 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 13799], Speed: 15.395 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 13899], Speed: 15.324 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 13999], Speed: 15.445 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 14099], Speed: 15.192 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 14199], Speed: 15.389 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 14299], Speed: 15.333 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 14399], Speed: 15.453 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 14499], Speed: 15.404 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11][Batch 14599], Speed: 15.478 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 11] Training cost: 7666.752, RPN_Conf=0.098,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.319,RCNN_SmoothL1=0.171
[Epoch 11] Saving parameters to faster_rcnn_resnet50_v1b_coco_0011_0.0000.params
[Epoch 12][Batch 99], Speed: 13.402 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.163,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 12][Batch 199], Speed: 15.193 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 12][Batch 299], Speed: 15.452 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.872
[Epoch 12][Batch 399], Speed: 15.711 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 499], Speed: 15.408 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 599], Speed: 15.530 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 699], Speed: 15.846 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 799], Speed: 15.596 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 899], Speed: 15.834 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 999], Speed: 15.513 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 1099], Speed: 15.784 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 1199], Speed: 16.006 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.385,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 1299], Speed: 15.844 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 1399], Speed: 15.702 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 1499], Speed: 15.659 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.871
[Epoch 12][Batch 1599], Speed: 15.895 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 1699], Speed: 15.722 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 1799], Speed: 15.740 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 1899], Speed: 15.905 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 1999], Speed: 15.834 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 2099], Speed: 15.697 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 2199], Speed: 15.778 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 2299], Speed: 16.201 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 2399], Speed: 15.680 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 2499], Speed: 15.773 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.882,RCNNL1Loss=0.870
[Epoch 12][Batch 2599], Speed: 15.523 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.870
[Epoch 12][Batch 2699], Speed: 16.257 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.870
[Epoch 12][Batch 2799], Speed: 16.011 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.870
[Epoch 12][Batch 2899], Speed: 15.835 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 2999], Speed: 15.898 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3099], Speed: 15.643 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3199], Speed: 15.841 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3299], Speed: 15.918 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3399], Speed: 15.912 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3499], Speed: 15.666 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3599], Speed: 16.280 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3699], Speed: 15.935 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3799], Speed: 15.833 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3899], Speed: 16.233 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 3999], Speed: 16.197 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 4099], Speed: 16.396 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 4199], Speed: 15.913 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 4299], Speed: 16.407 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.869
[Epoch 12][Batch 4399], Speed: 15.887 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 4499], Speed: 16.346 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 4599], Speed: 16.173 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 4699], Speed: 15.854 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 4799], Speed: 14.993 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 4899], Speed: 16.181 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 4999], Speed: 16.026 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 5099], Speed: 15.810 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 5199], Speed: 16.252 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 5299], Speed: 16.102 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 5399], Speed: 15.881 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 5499], Speed: 15.645 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 5599], Speed: 15.856 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 5699], Speed: 15.817 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.868
[Epoch 12][Batch 5799], Speed: 15.936 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 5899], Speed: 15.720 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 5999], Speed: 15.823 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6099], Speed: 15.639 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6199], Speed: 15.901 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6299], Speed: 15.995 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6399], Speed: 16.045 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6499], Speed: 15.638 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6599], Speed: 15.547 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6699], Speed: 15.852 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6799], Speed: 15.865 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6899], Speed: 16.007 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 6999], Speed: 15.800 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 7099], Speed: 15.833 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.867
[Epoch 12][Batch 7199], Speed: 16.015 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 7299], Speed: 15.746 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 7399], Speed: 15.643 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 7499], Speed: 16.074 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 7599], Speed: 15.825 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 7699], Speed: 15.806 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 7799], Speed: 15.808 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 7899], Speed: 15.672 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 7999], Speed: 15.833 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 8099], Speed: 15.667 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 8199], Speed: 15.802 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 8299], Speed: 15.571 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 8399], Speed: 15.638 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 8499], Speed: 15.479 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 8599], Speed: 15.399 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 8699], Speed: 15.614 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.866
[Epoch 12][Batch 8799], Speed: 15.666 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 8899], Speed: 15.611 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 8999], Speed: 15.850 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9099], Speed: 15.597 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9199], Speed: 15.538 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9299], Speed: 15.496 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9399], Speed: 15.604 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9499], Speed: 15.761 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9599], Speed: 15.811 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9699], Speed: 15.533 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9799], Speed: 15.587 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9899], Speed: 15.710 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 9999], Speed: 15.597 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 10099], Speed: 15.853 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 10199], Speed: 15.723 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 10299], Speed: 15.620 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.865
[Epoch 12][Batch 10399], Speed: 15.472 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 10499], Speed: 15.861 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 10599], Speed: 15.734 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 10699], Speed: 15.455 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 10799], Speed: 15.708 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 10899], Speed: 15.314 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 10999], Speed: 15.524 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11099], Speed: 15.819 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11199], Speed: 15.834 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11299], Speed: 15.740 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11399], Speed: 15.752 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11499], Speed: 15.400 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11599], Speed: 15.659 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11699], Speed: 15.695 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11799], Speed: 15.795 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11899], Speed: 15.752 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.864
[Epoch 12][Batch 11999], Speed: 15.629 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12099], Speed: 15.541 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12199], Speed: 15.681 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.384,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12299], Speed: 15.653 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.314,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12399], Speed: 15.776 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12499], Speed: 15.768 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12599], Speed: 15.717 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12699], Speed: 15.744 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12799], Speed: 15.794 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12899], Speed: 15.709 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 12999], Speed: 15.610 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 13099], Speed: 15.823 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 13199], Speed: 15.620 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 13299], Speed: 16.091 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 13399], Speed: 15.761 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 13499], Speed: 15.576 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 13599], Speed: 15.611 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.863
[Epoch 12][Batch 13699], Speed: 15.868 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 13799], Speed: 15.718 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 13899], Speed: 15.801 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 13999], Speed: 16.015 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 14099], Speed: 15.649 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 14199], Speed: 15.919 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 14299], Speed: 15.754 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 14399], Speed: 15.761 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 14499], Speed: 15.728 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.169,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12][Batch 14599], Speed: 15.842 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 12] Training cost: 7444.455, RPN_Conf=0.097,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.315,RCNN_SmoothL1=0.170
[Epoch 12] Saving parameters to faster_rcnn_resnet50_v1b_coco_0012_0.0000.params
[Epoch 13][Batch 99], Speed: 12.603 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 13][Batch 199], Speed: 15.144 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.162,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 13][Batch 299], Speed: 15.149 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.163,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 13][Batch 399], Speed: 15.521 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 13][Batch 499], Speed: 15.526 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.862
[Epoch 13][Batch 599], Speed: 15.630 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 699], Speed: 15.957 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 799], Speed: 15.781 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.164,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 899], Speed: 15.523 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 999], Speed: 15.494 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1099], Speed: 15.709 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1199], Speed: 15.559 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1299], Speed: 15.409 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1399], Speed: 15.602 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1499], Speed: 15.592 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1599], Speed: 15.585 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1699], Speed: 15.512 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1799], Speed: 15.691 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1899], Speed: 15.528 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 1999], Speed: 15.572 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.861
[Epoch 13][Batch 2099], Speed: 15.482 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2199], Speed: 15.535 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2299], Speed: 15.625 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2399], Speed: 15.739 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2499], Speed: 15.857 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2599], Speed: 15.657 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2699], Speed: 15.568 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2799], Speed: 15.477 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2899], Speed: 15.577 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 2999], Speed: 15.584 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 3099], Speed: 15.716 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 3199], Speed: 15.578 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 3299], Speed: 15.450 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 3399], Speed: 15.455 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 3499], Speed: 15.583 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.860
[Epoch 13][Batch 3599], Speed: 15.275 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.859
[Epoch 13][Batch 3699], Speed: 15.330 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.859
[Epoch 13][Batch 3799], Speed: 15.581 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.859
[Epoch 13][Batch 3899], Speed: 15.617 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.859
[Epoch 13][Batch 3999], Speed: 15.570 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.859
[Epoch 13][Batch 4099], Speed: 15.876 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.859
[Epoch 13][Batch 4199], Speed: 15.483 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.883,RCNNL1Loss=0.859
[Epoch 13][Batch 4299], Speed: 15.638 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.859
[Epoch 13][Batch 4399], Speed: 15.233 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.859
[Epoch 13][Batch 4499], Speed: 15.757 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.859
[Epoch 13][Batch 4599], Speed: 15.669 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.859
[Epoch 13][Batch 4699], Speed: 15.653 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.859
[Epoch 13][Batch 4799], Speed: 15.521 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.859
[Epoch 13][Batch 4899], Speed: 15.659 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.859
[Epoch 13][Batch 4999], Speed: 15.789 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.859
[Epoch 13][Batch 5099], Speed: 15.884 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.167,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5199], Speed: 15.911 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5299], Speed: 15.645 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5399], Speed: 15.772 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5499], Speed: 15.647 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5599], Speed: 15.582 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5699], Speed: 15.605 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5799], Speed: 15.616 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5899], Speed: 15.627 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 5999], Speed: 15.707 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 6099], Speed: 15.443 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 6199], Speed: 15.445 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.957,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 6299], Speed: 15.691 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 6399], Speed: 15.788 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 6499], Speed: 15.664 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.858
[Epoch 13][Batch 6599], Speed: 15.875 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 6699], Speed: 15.791 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 6799], Speed: 15.661 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 6899], Speed: 15.594 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 6999], Speed: 15.760 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7099], Speed: 15.870 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7199], Speed: 15.674 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7299], Speed: 15.624 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7399], Speed: 15.670 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7499], Speed: 15.424 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7599], Speed: 15.883 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7699], Speed: 15.631 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7799], Speed: 15.845 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7899], Speed: 15.623 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.383,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 7999], Speed: 15.432 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 8099], Speed: 15.468 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 8199], Speed: 15.710 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 8299], Speed: 15.647 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.857
[Epoch 13][Batch 8399], Speed: 15.635 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 8499], Speed: 15.522 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 8599], Speed: 15.816 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 8699], Speed: 15.692 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 8799], Speed: 15.633 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 8899], Speed: 15.592 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 8999], Speed: 15.584 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9099], Speed: 15.297 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9199], Speed: 15.600 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9299], Speed: 15.597 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9399], Speed: 15.391 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9499], Speed: 15.748 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9599], Speed: 15.584 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9699], Speed: 15.759 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9799], Speed: 15.658 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9899], Speed: 15.928 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 9999], Speed: 15.640 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.856
[Epoch 13][Batch 10099], Speed: 15.634 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10199], Speed: 15.364 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10299], Speed: 15.688 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10399], Speed: 15.705 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10499], Speed: 15.559 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10599], Speed: 15.581 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10699], Speed: 14.640 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10799], Speed: 15.471 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10899], Speed: 15.499 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 10999], Speed: 15.750 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11099], Speed: 15.640 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11199], Speed: 15.845 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.311,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11299], Speed: 15.740 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11399], Speed: 15.735 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11499], Speed: 16.105 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11599], Speed: 15.797 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11699], Speed: 15.655 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11799], Speed: 15.630 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.855
[Epoch 13][Batch 11899], Speed: 15.887 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 11999], Speed: 15.411 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12099], Speed: 15.780 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12199], Speed: 15.837 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12299], Speed: 15.688 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12399], Speed: 15.645 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12499], Speed: 15.711 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12599], Speed: 15.376 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12699], Speed: 15.721 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12799], Speed: 15.679 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12899], Speed: 15.415 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 12999], Speed: 15.743 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 13099], Speed: 15.519 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 13199], Speed: 15.798 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 13299], Speed: 15.739 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 13399], Speed: 15.721 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 13499], Speed: 15.944 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 13599], Speed: 15.753 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.854
[Epoch 13][Batch 13699], Speed: 15.485 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 13799], Speed: 15.664 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.312,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 13899], Speed: 15.575 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 13999], Speed: 15.791 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 14099], Speed: 15.873 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 14199], Speed: 15.630 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 14299], Speed: 15.904 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 14399], Speed: 15.596 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 14499], Speed: 15.508 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13][Batch 14599], Speed: 15.614 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 13] Training cost: 7517.022, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.313,RCNN_SmoothL1=0.168
[Epoch 13] Saving parameters to faster_rcnn_resnet50_v1b_coco_0013_0.0000.params
[Epoch 14][Batch 99], Speed: 11.734 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 14][Batch 199], Speed: 15.685 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 14][Batch 299], Speed: 15.718 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 14][Batch 399], Speed: 15.552 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 14][Batch 499], Speed: 15.419 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 14][Batch 599], Speed: 15.614 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 14][Batch 699], Speed: 15.677 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.853
[Epoch 14][Batch 799], Speed: 15.562 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.096,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 899], Speed: 15.541 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 999], Speed: 15.510 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1099], Speed: 15.665 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.095,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1199], Speed: 15.875 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1299], Speed: 15.454 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1399], Speed: 15.517 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1499], Speed: 15.676 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1599], Speed: 15.588 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1699], Speed: 15.417 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1799], Speed: 15.515 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1899], Speed: 15.471 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 1999], Speed: 15.708 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 2099], Speed: 15.593 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 2199], Speed: 15.576 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.852
[Epoch 14][Batch 2299], Speed: 15.674 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 2399], Speed: 15.676 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 2499], Speed: 15.617 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 2599], Speed: 15.590 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 2699], Speed: 16.009 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 2799], Speed: 15.870 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 2899], Speed: 15.453 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 2999], Speed: 15.635 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3099], Speed: 15.797 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3199], Speed: 15.642 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3299], Speed: 15.832 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3399], Speed: 15.740 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3499], Speed: 15.835 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3599], Speed: 15.540 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3699], Speed: 15.629 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3799], Speed: 15.578 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.851
[Epoch 14][Batch 3899], Speed: 15.579 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 3999], Speed: 15.693 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4099], Speed: 15.747 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4199], Speed: 15.761 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4299], Speed: 15.700 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4399], Speed: 15.448 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4499], Speed: 15.544 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4599], Speed: 15.717 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4699], Speed: 15.584 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4799], Speed: 15.695 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4899], Speed: 15.578 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 4999], Speed: 15.484 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 5099], Speed: 15.668 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 5199], Speed: 15.653 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 5299], Speed: 15.572 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 5399], Speed: 15.706 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 5499], Speed: 15.571 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 5599], Speed: 15.508 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.850
[Epoch 14][Batch 5699], Speed: 15.975 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.382,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 5799], Speed: 15.646 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 5899], Speed: 15.491 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 5999], Speed: 15.706 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6099], Speed: 15.748 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6199], Speed: 15.572 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6299], Speed: 15.395 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6399], Speed: 15.881 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6499], Speed: 15.748 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6599], Speed: 15.578 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6699], Speed: 15.425 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6799], Speed: 15.456 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6899], Speed: 15.638 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 6999], Speed: 15.925 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 7099], Speed: 15.676 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 7199], Speed: 15.644 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 7299], Speed: 15.781 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 7399], Speed: 15.563 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.849
[Epoch 14][Batch 7499], Speed: 15.892 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.848
[Epoch 14][Batch 7599], Speed: 15.760 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.848
[Epoch 14][Batch 7699], Speed: 15.513 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.848
[Epoch 14][Batch 7799], Speed: 15.542 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.848
[Epoch 14][Batch 7899], Speed: 15.356 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.848
[Epoch 14][Batch 7999], Speed: 15.707 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.884,RCNNL1Loss=0.848
[Epoch 14][Batch 8099], Speed: 15.524 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8199], Speed: 15.850 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8299], Speed: 15.515 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8399], Speed: 15.547 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8499], Speed: 15.602 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8599], Speed: 15.709 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8699], Speed: 15.545 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8799], Speed: 15.632 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8899], Speed: 15.695 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 8999], Speed: 15.750 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 9099], Speed: 15.580 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 9199], Speed: 15.859 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 9299], Speed: 15.712 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.848
[Epoch 14][Batch 9399], Speed: 15.481 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 9499], Speed: 15.752 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 9599], Speed: 15.641 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 9699], Speed: 15.471 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 9799], Speed: 15.597 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 9899], Speed: 15.440 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 9999], Speed: 15.561 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10099], Speed: 15.697 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10199], Speed: 15.674 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10299], Speed: 15.544 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10399], Speed: 15.676 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10499], Speed: 15.452 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10599], Speed: 15.626 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10699], Speed: 15.650 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10799], Speed: 15.568 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10899], Speed: 15.639 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 10999], Speed: 15.704 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 11099], Speed: 15.615 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 11199], Speed: 15.547 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.847
[Epoch 14][Batch 11299], Speed: 15.560 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 11399], Speed: 15.440 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 11499], Speed: 15.766 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 11599], Speed: 15.708 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 11699], Speed: 15.614 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 11799], Speed: 15.627 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 11899], Speed: 15.550 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 11999], Speed: 15.548 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12099], Speed: 15.666 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12199], Speed: 15.692 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12299], Speed: 15.659 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12399], Speed: 15.710 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12499], Speed: 15.609 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12599], Speed: 15.570 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12699], Speed: 15.625 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12799], Speed: 15.807 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12899], Speed: 15.730 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 12999], Speed: 15.744 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 13099], Speed: 15.738 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 13199], Speed: 15.418 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.846
[Epoch 14][Batch 13299], Speed: 15.555 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 13399], Speed: 15.607 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 13499], Speed: 15.639 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 13599], Speed: 15.776 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 13699], Speed: 15.707 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 13799], Speed: 15.352 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 13899], Speed: 15.724 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.309,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 13999], Speed: 15.938 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 14099], Speed: 15.669 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 14199], Speed: 15.682 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 14299], Speed: 15.363 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 14399], Speed: 15.567 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 14499], Speed: 15.593 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14][Batch 14599], Speed: 15.697 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 14] Training cost: 7517.908, RPN_Conf=0.096,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.310,RCNN_SmoothL1=0.167
[Epoch 14] Saving parameters to faster_rcnn_resnet50_v1b_coco_0014_0.0000.params
[Epoch 15][Batch 99], Speed: 11.198 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.089,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 15][Batch 199], Speed: 15.177 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.168,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 15][Batch 299], Speed: 15.220 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 15][Batch 399], Speed: 15.250 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 15][Batch 499], Speed: 15.325 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 15][Batch 599], Speed: 15.305 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.845
[Epoch 15][Batch 699], Speed: 15.408 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 799], Speed: 15.083 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 899], Speed: 15.440 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 999], Speed: 15.353 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1099], Speed: 15.302 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1199], Speed: 15.287 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1299], Speed: 15.318 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1399], Speed: 15.288 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1499], Speed: 15.267 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1599], Speed: 15.215 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1699], Speed: 15.419 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1799], Speed: 15.184 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1899], Speed: 15.284 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 1999], Speed: 15.461 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 2099], Speed: 14.711 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 2199], Speed: 15.418 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 2299], Speed: 15.312 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.844
[Epoch 15][Batch 2399], Speed: 15.460 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 2499], Speed: 15.358 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 2599], Speed: 15.236 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 2699], Speed: 15.292 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 2799], Speed: 15.339 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.094,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 2899], Speed: 15.304 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 2999], Speed: 15.298 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3099], Speed: 15.344 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3199], Speed: 15.081 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3299], Speed: 15.323 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3399], Speed: 15.289 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3499], Speed: 15.256 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3599], Speed: 15.260 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3699], Speed: 15.136 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3799], Speed: 15.398 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3899], Speed: 15.489 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.381,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 3999], Speed: 15.356 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 4099], Speed: 15.503 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.843
[Epoch 15][Batch 4199], Speed: 15.270 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 4299], Speed: 15.358 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 4399], Speed: 15.372 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 4499], Speed: 15.240 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 4599], Speed: 15.436 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 4699], Speed: 15.335 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 4799], Speed: 15.531 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 4899], Speed: 15.161 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 4999], Speed: 15.252 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5099], Speed: 15.426 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5199], Speed: 15.364 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5299], Speed: 15.319 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5399], Speed: 15.458 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5499], Speed: 15.169 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5599], Speed: 15.436 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5699], Speed: 15.366 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5799], Speed: 15.341 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5899], Speed: 15.196 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 5999], Speed: 15.133 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.842
[Epoch 15][Batch 6099], Speed: 15.254 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6199], Speed: 15.180 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6299], Speed: 15.341 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6399], Speed: 15.294 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6499], Speed: 15.279 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6599], Speed: 15.200 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6699], Speed: 15.354 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6799], Speed: 15.364 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6899], Speed: 15.338 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 6999], Speed: 15.172 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7099], Speed: 15.274 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7199], Speed: 15.181 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7299], Speed: 15.375 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7399], Speed: 15.469 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7499], Speed: 15.371 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7599], Speed: 15.294 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7699], Speed: 15.160 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7799], Speed: 15.657 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7899], Speed: 15.326 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 7999], Speed: 15.426 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 8099], Speed: 15.357 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.841
[Epoch 15][Batch 8199], Speed: 15.384 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 8299], Speed: 15.334 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 8399], Speed: 15.458 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 8499], Speed: 15.505 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 8599], Speed: 15.318 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 8699], Speed: 15.264 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 8799], Speed: 14.929 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 8899], Speed: 15.318 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 8999], Speed: 15.256 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9099], Speed: 15.194 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9199], Speed: 15.436 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9299], Speed: 15.159 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9399], Speed: 15.343 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9499], Speed: 15.177 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9599], Speed: 15.266 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9699], Speed: 15.113 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9799], Speed: 15.475 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9899], Speed: 15.473 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 9999], Speed: 15.202 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 10099], Speed: 15.262 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.840
[Epoch 15][Batch 10199], Speed: 15.369 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 10299], Speed: 15.333 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 10399], Speed: 15.326 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 10499], Speed: 15.430 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 10599], Speed: 15.276 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 10699], Speed: 15.403 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 10799], Speed: 15.480 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 10899], Speed: 15.167 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 10999], Speed: 15.122 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11099], Speed: 15.236 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11199], Speed: 15.311 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11299], Speed: 15.173 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11399], Speed: 15.351 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11499], Speed: 15.380 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11599], Speed: 15.170 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11699], Speed: 15.412 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11799], Speed: 15.212 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11899], Speed: 15.251 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 11999], Speed: 15.549 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 12099], Speed: 15.388 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 12199], Speed: 15.402 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 12299], Speed: 15.360 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.839
[Epoch 15][Batch 12399], Speed: 15.407 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 12499], Speed: 15.349 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 12599], Speed: 15.507 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 12699], Speed: 15.217 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 12799], Speed: 15.236 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 12899], Speed: 15.075 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 12999], Speed: 15.059 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13099], Speed: 15.314 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13199], Speed: 15.257 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13299], Speed: 15.491 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13399], Speed: 15.212 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13499], Speed: 15.333 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.165,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13599], Speed: 15.280 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13699], Speed: 15.333 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13799], Speed: 15.380 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.307,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13899], Speed: 15.140 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 13999], Speed: 15.407 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.885,RCNNL1Loss=0.838
[Epoch 15][Batch 14099], Speed: 15.370 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.838
[Epoch 15][Batch 14199], Speed: 15.234 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.838
[Epoch 15][Batch 14299], Speed: 15.461 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.838
[Epoch 15][Batch 14399], Speed: 15.366 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.838
[Epoch 15][Batch 14499], Speed: 15.544 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.838
[Epoch 15][Batch 14599], Speed: 15.401 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 15] Training cost: 7679.682, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.308,RCNN_SmoothL1=0.166
[Epoch 15] Saving parameters to faster_rcnn_resnet50_v1b_coco_0015_0.0000.params
[Epoch 16][Batch 99], Speed: 11.641 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.171,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 199], Speed: 15.126 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.090,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 299], Speed: 14.829 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 399], Speed: 14.872 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.162,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 499], Speed: 14.962 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.090,RCNN_CrossEntropy=0.296,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 599], Speed: 15.170 samples/sec, RPN_Conf=0.096,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 699], Speed: 15.038 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 799], Speed: 14.715 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 899], Speed: 14.907 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.162,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 999], Speed: 14.792 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.090,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.162,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 1099], Speed: 14.793 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 1199], Speed: 15.092 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 1299], Speed: 14.922 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 1399], Speed: 15.127 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 1499], Speed: 15.066 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 1599], Speed: 14.892 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 1699], Speed: 14.935 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.837
[Epoch 16][Batch 1799], Speed: 14.887 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 1899], Speed: 15.218 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 1999], Speed: 14.914 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2099], Speed: 14.845 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2199], Speed: 14.788 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2299], Speed: 14.940 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2399], Speed: 14.695 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2499], Speed: 14.864 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2599], Speed: 15.001 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2699], Speed: 15.087 samples/sec, RPN_Conf=0.092,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2799], Speed: 14.892 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2899], Speed: 14.845 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.297,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 2999], Speed: 14.771 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 3099], Speed: 14.825 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.380,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 3199], Speed: 14.868 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 3299], Speed: 14.890 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 3399], Speed: 14.635 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.298,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 3499], Speed: 14.851 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.091,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 3599], Speed: 15.176 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 3699], Speed: 14.822 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.836
[Epoch 16][Batch 3799], Speed: 14.685 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 3899], Speed: 14.969 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 3999], Speed: 15.000 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4099], Speed: 15.044 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4199], Speed: 14.959 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4299], Speed: 15.026 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4399], Speed: 15.159 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4499], Speed: 14.979 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4599], Speed: 15.003 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.299,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4699], Speed: 15.009 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4799], Speed: 14.733 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4899], Speed: 14.607 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 4999], Speed: 14.857 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 5099], Speed: 15.001 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 5199], Speed: 14.919 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 5299], Speed: 14.885 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 5399], Speed: 14.755 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 5499], Speed: 14.610 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 5599], Speed: 14.888 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 5699], Speed: 14.908 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.835
[Epoch 16][Batch 5799], Speed: 14.910 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 5899], Speed: 14.909 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 5999], Speed: 15.093 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6099], Speed: 14.919 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6199], Speed: 15.124 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6299], Speed: 14.923 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6399], Speed: 14.889 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6499], Speed: 15.052 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6599], Speed: 14.600 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.300,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6699], Speed: 15.018 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6799], Speed: 15.015 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6899], Speed: 15.061 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.163,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 6999], Speed: 15.189 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7099], Speed: 15.199 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7199], Speed: 14.903 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7299], Speed: 15.106 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7399], Speed: 14.716 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7499], Speed: 14.860 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7599], Speed: 14.801 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7699], Speed: 14.788 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.958,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7799], Speed: 14.928 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.301,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.834
[Epoch 16][Batch 7899], Speed: 14.876 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 7999], Speed: 14.180 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8099], Speed: 14.883 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8199], Speed: 15.155 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8299], Speed: 14.785 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8399], Speed: 14.771 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8499], Speed: 14.747 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8599], Speed: 14.877 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8699], Speed: 14.786 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8799], Speed: 14.579 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8899], Speed: 15.066 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 8999], Speed: 14.918 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9099], Speed: 14.693 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9199], Speed: 14.933 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9299], Speed: 14.798 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9399], Speed: 14.836 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.302,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9499], Speed: 14.516 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9599], Speed: 14.951 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9699], Speed: 14.873 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9799], Speed: 14.988 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9899], Speed: 14.855 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 9999], Speed: 14.580 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.833
[Epoch 16][Batch 10099], Speed: 14.776 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10199], Speed: 14.872 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10299], Speed: 14.906 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10399], Speed: 15.001 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.303,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10499], Speed: 14.826 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10599], Speed: 14.756 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10699], Speed: 14.969 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10799], Speed: 15.090 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10899], Speed: 14.755 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 10999], Speed: 15.009 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11099], Speed: 14.644 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11199], Speed: 14.808 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11299], Speed: 14.820 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11399], Speed: 14.906 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11499], Speed: 14.861 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11599], Speed: 15.063 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11699], Speed: 15.130 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11799], Speed: 14.909 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11899], Speed: 14.906 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 11999], Speed: 14.844 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 12099], Speed: 15.042 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 12199], Speed: 15.054 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 12299], Speed: 15.066 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.092,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 12399], Speed: 15.144 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.832
[Epoch 16][Batch 12499], Speed: 14.923 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.304,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 12599], Speed: 15.093 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 12699], Speed: 14.791 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 12799], Speed: 14.831 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 12899], Speed: 15.013 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.164,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 12999], Speed: 14.675 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13099], Speed: 14.859 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13199], Speed: 14.958 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13299], Speed: 14.832 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13399], Speed: 14.979 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13499], Speed: 15.156 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13599], Speed: 15.003 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13699], Speed: 15.033 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13799], Speed: 15.152 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13899], Speed: 14.930 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 13999], Speed: 15.157 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 14099], Speed: 15.087 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 14199], Speed: 14.801 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 14299], Speed: 15.008 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 14399], Speed: 15.040 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 14499], Speed: 14.798 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.305,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16][Batch 14599], Speed: 14.989 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 16] Training cost: 7880.921, RPN_Conf=0.095,RPN_SmoothL1=0.093,RCNN_CrossEntropy=0.306,RCNN_SmoothL1=0.165
[Epoch 16] Saving parameters to faster_rcnn_resnet50_v1b_coco_0016_0.0000.params
[Epoch 17] Set learning rate to 0.001
[Epoch 17][Batch 99], Speed: 12.623 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.088,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.154,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 17][Batch 199], Speed: 15.306 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.088,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.151,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.831
[Epoch 17][Batch 299], Speed: 15.162 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.087,RCNN_CrossEntropy=0.272,RCNN_SmoothL1=0.149,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 399], Speed: 15.218 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.271,RCNN_SmoothL1=0.150,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 499], Speed: 14.983 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.268,RCNN_SmoothL1=0.148,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 599], Speed: 15.211 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.087,RCNN_CrossEntropy=0.265,RCNN_SmoothL1=0.147,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 699], Speed: 14.975 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.263,RCNN_SmoothL1=0.147,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 799], Speed: 15.131 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.261,RCNN_SmoothL1=0.146,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 899], Speed: 14.981 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.145,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 999], Speed: 14.947 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.260,RCNN_SmoothL1=0.145,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 1099], Speed: 14.990 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.259,RCNN_SmoothL1=0.145,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 1199], Speed: 15.058 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.145,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 1299], Speed: 15.186 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.145,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 1399], Speed: 15.208 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.144,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.830
[Epoch 17][Batch 1499], Speed: 15.117 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.144,RPNAcc=0.959,RPNL1Loss=0.379,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 1599], Speed: 15.063 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.144,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 1699], Speed: 15.013 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.144,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 1799], Speed: 15.058 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.144,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 1899], Speed: 15.286 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.144,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 1999], Speed: 15.209 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.144,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 2099], Speed: 15.115 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.086,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.143,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 2199], Speed: 14.956 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.143,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 2299], Speed: 15.179 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.143,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 2399], Speed: 15.286 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.251,RCNN_SmoothL1=0.143,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 2499], Speed: 15.143 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.251,RCNN_SmoothL1=0.143,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.829
[Epoch 17][Batch 2599], Speed: 15.033 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.250,RCNN_SmoothL1=0.143,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.828
[Epoch 17][Batch 2699], Speed: 15.160 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.250,RCNN_SmoothL1=0.142,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.828
[Epoch 17][Batch 2799], Speed: 15.104 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.249,RCNN_SmoothL1=0.142,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.828
[Epoch 17][Batch 2899], Speed: 15.204 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.250,RCNN_SmoothL1=0.142,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.828
[Epoch 17][Batch 2999], Speed: 15.191 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.249,RCNN_SmoothL1=0.142,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.886,RCNNL1Loss=0.828
[Epoch 17][Batch 3099], Speed: 15.119 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.249,RCNN_SmoothL1=0.142,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.828
[Epoch 17][Batch 3199], Speed: 15.178 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.249,RCNN_SmoothL1=0.142,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.828
[Epoch 17][Batch 3299], Speed: 15.093 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.142,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.828
[Epoch 17][Batch 3399], Speed: 15.088 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.142,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.828
[Epoch 17][Batch 3499], Speed: 15.013 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.828
[Epoch 17][Batch 3599], Speed: 14.752 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.248,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.828
[Epoch 17][Batch 3699], Speed: 14.946 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 3799], Speed: 15.057 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 3899], Speed: 15.049 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 3999], Speed: 15.296 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.247,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 4099], Speed: 15.011 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.085,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 4199], Speed: 15.195 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 4299], Speed: 15.199 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.246,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 4399], Speed: 15.108 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.141,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 4499], Speed: 15.216 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 4599], Speed: 15.118 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.827
[Epoch 17][Batch 4699], Speed: 14.981 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 4799], Speed: 15.132 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 4899], Speed: 15.020 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.245,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 4999], Speed: 15.381 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 5099], Speed: 15.148 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 5199], Speed: 15.091 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 5299], Speed: 14.968 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 5399], Speed: 15.081 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 5499], Speed: 14.858 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 5599], Speed: 15.076 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.244,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 5699], Speed: 15.144 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.140,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.826
[Epoch 17][Batch 5799], Speed: 15.379 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 5899], Speed: 15.036 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 5999], Speed: 15.115 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 6099], Speed: 14.896 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 6199], Speed: 15.143 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 6299], Speed: 15.143 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 6399], Speed: 15.430 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 6499], Speed: 15.204 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.243,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.378,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 6599], Speed: 15.018 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 6699], Speed: 15.320 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.825
[Epoch 17][Batch 6799], Speed: 15.101 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 6899], Speed: 15.347 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 6999], Speed: 15.060 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7099], Speed: 14.990 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7199], Speed: 15.053 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.139,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7299], Speed: 15.287 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7399], Speed: 15.273 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7499], Speed: 15.306 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.242,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7599], Speed: 15.165 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7699], Speed: 15.279 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7799], Speed: 15.118 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.824
[Epoch 17][Batch 7899], Speed: 15.089 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 7999], Speed: 14.760 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8099], Speed: 15.109 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8199], Speed: 15.125 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8299], Speed: 14.843 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8399], Speed: 14.851 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8499], Speed: 15.218 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8599], Speed: 15.252 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8699], Speed: 15.014 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.241,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8799], Speed: 15.112 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8899], Speed: 15.280 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.823
[Epoch 17][Batch 8999], Speed: 15.238 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9099], Speed: 15.445 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9199], Speed: 15.528 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9299], Speed: 15.150 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9399], Speed: 15.034 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9499], Speed: 15.122 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9599], Speed: 15.361 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.138,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9699], Speed: 15.344 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9799], Speed: 15.205 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9899], Speed: 15.042 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.822
[Epoch 17][Batch 9999], Speed: 14.946 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10099], Speed: 14.917 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10199], Speed: 15.127 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10299], Speed: 15.238 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10399], Speed: 15.132 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10499], Speed: 15.191 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.084,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10599], Speed: 15.386 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10699], Speed: 15.077 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10799], Speed: 15.281 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10899], Speed: 15.215 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 10999], Speed: 15.410 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.821
[Epoch 17][Batch 11099], Speed: 15.063 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.820
[Epoch 17][Batch 11199], Speed: 15.172 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.820
[Epoch 17][Batch 11299], Speed: 15.136 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.820
[Epoch 17][Batch 11399], Speed: 15.084 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.820
[Epoch 17][Batch 11499], Speed: 15.012 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.377,RCNNAcc=0.887,RCNNL1Loss=0.820
[Epoch 17][Batch 11599], Speed: 15.059 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.887,RCNNL1Loss=0.820
[Epoch 17][Batch 11699], Speed: 14.914 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.887,RCNNL1Loss=0.820
[Epoch 17][Batch 11799], Speed: 15.511 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.820
[Epoch 17][Batch 11899], Speed: 15.169 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.820
[Epoch 17][Batch 11999], Speed: 15.216 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.820
[Epoch 17][Batch 12099], Speed: 15.125 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12199], Speed: 15.125 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12299], Speed: 15.083 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12399], Speed: 15.186 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12499], Speed: 15.000 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.137,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12599], Speed: 15.188 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12699], Speed: 15.258 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12799], Speed: 15.122 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12899], Speed: 14.945 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 12999], Speed: 15.071 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 13099], Speed: 15.222 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.819
[Epoch 17][Batch 13199], Speed: 15.271 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 13299], Speed: 15.050 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 13399], Speed: 15.010 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 13499], Speed: 15.091 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 13599], Speed: 15.513 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 13699], Speed: 15.247 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 13799], Speed: 15.131 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 13899], Speed: 14.401 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 13999], Speed: 15.304 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 14099], Speed: 15.180 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 14199], Speed: 15.254 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.818
[Epoch 17][Batch 14299], Speed: 15.234 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 17][Batch 14399], Speed: 15.322 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 17][Batch 14499], Speed: 15.287 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 17][Batch 14599], Speed: 15.246 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 17] Training cost: 7758.612, RPN_Conf=0.079,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.136
[Epoch 17] Saving parameters to faster_rcnn_resnet50_v1b_coco_0017_0.0000.params
[Epoch 18][Batch 99], Speed: 12.444 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.231,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 18][Batch 199], Speed: 15.330 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.226,RCNN_SmoothL1=0.128,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 18][Batch 299], Speed: 15.226 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.129,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 18][Batch 399], Speed: 15.202 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.129,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 18][Batch 499], Speed: 15.249 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.817
[Epoch 18][Batch 599], Speed: 15.050 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 699], Speed: 15.145 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 799], Speed: 15.042 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 899], Speed: 15.215 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 999], Speed: 15.015 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 1099], Speed: 15.169 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 1199], Speed: 15.057 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 1299], Speed: 14.903 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 1399], Speed: 15.142 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 1499], Speed: 15.178 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 1599], Speed: 15.120 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.376,RCNNAcc=0.888,RCNNL1Loss=0.816
[Epoch 18][Batch 1699], Speed: 14.953 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 1799], Speed: 15.331 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 1899], Speed: 15.260 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 1999], Speed: 15.255 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 2099], Speed: 15.198 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 2199], Speed: 15.287 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 2299], Speed: 15.343 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 2399], Speed: 15.188 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 2499], Speed: 15.325 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 2599], Speed: 15.191 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.815
[Epoch 18][Batch 2699], Speed: 15.236 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 2799], Speed: 15.048 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 2899], Speed: 15.048 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 2999], Speed: 14.960 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 3099], Speed: 15.109 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 3199], Speed: 14.892 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 3299], Speed: 15.054 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 3399], Speed: 14.915 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 3499], Speed: 15.103 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 3599], Speed: 15.172 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 3699], Speed: 14.981 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.814
[Epoch 18][Batch 3799], Speed: 14.854 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 3899], Speed: 14.935 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 3999], Speed: 15.229 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 4099], Speed: 15.169 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 4199], Speed: 15.171 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 4299], Speed: 15.219 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 4399], Speed: 15.227 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 4499], Speed: 15.303 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 4599], Speed: 15.272 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 4699], Speed: 15.292 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.813
[Epoch 18][Batch 4799], Speed: 15.363 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 4899], Speed: 15.061 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 4999], Speed: 15.020 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 5099], Speed: 15.025 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 5199], Speed: 15.293 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 5299], Speed: 15.144 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 5399], Speed: 14.972 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 5499], Speed: 14.849 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 5599], Speed: 15.397 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 5699], Speed: 15.244 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.888,RCNNL1Loss=0.812
[Epoch 18][Batch 5799], Speed: 15.219 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.889,RCNNL1Loss=0.812
[Epoch 18][Batch 5899], Speed: 15.025 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 5999], Speed: 15.061 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6099], Speed: 15.119 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.959,RPNL1Loss=0.375,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6199], Speed: 14.950 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.375,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6299], Speed: 14.935 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6399], Speed: 15.106 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6499], Speed: 15.103 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6599], Speed: 15.029 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6699], Speed: 15.348 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6799], Speed: 15.626 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.811
[Epoch 18][Batch 6899], Speed: 15.182 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 6999], Speed: 15.217 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7099], Speed: 15.280 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7199], Speed: 15.130 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7299], Speed: 15.435 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7399], Speed: 15.488 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7499], Speed: 15.445 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7599], Speed: 15.531 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7699], Speed: 15.399 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7799], Speed: 15.269 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7899], Speed: 15.366 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.810
[Epoch 18][Batch 7999], Speed: 15.290 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8099], Speed: 15.094 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8199], Speed: 15.331 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8299], Speed: 15.046 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8399], Speed: 15.287 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8499], Speed: 15.303 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8599], Speed: 15.377 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8699], Speed: 15.454 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8799], Speed: 15.329 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8899], Speed: 15.214 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 8999], Speed: 14.842 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.809
[Epoch 18][Batch 9099], Speed: 14.811 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9199], Speed: 15.188 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9299], Speed: 14.737 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9399], Speed: 14.964 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9499], Speed: 15.012 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9599], Speed: 15.083 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9699], Speed: 15.049 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9799], Speed: 14.815 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9899], Speed: 15.127 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 9999], Speed: 15.093 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 10099], Speed: 14.947 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.808
[Epoch 18][Batch 10199], Speed: 15.135 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 10299], Speed: 15.169 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 10399], Speed: 15.071 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 10499], Speed: 15.043 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 10599], Speed: 15.062 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 10699], Speed: 15.008 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 10799], Speed: 15.144 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 10899], Speed: 15.044 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 10999], Speed: 15.490 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 11099], Speed: 15.284 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 11199], Speed: 15.051 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.807
[Epoch 18][Batch 11299], Speed: 15.169 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 11399], Speed: 15.274 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.374,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 11499], Speed: 14.880 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 11599], Speed: 14.929 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 11699], Speed: 15.214 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 11799], Speed: 15.297 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 11899], Speed: 15.079 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 11999], Speed: 14.966 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 12099], Speed: 15.046 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 12199], Speed: 15.101 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 12299], Speed: 15.124 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.806
[Epoch 18][Batch 12399], Speed: 15.123 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 12499], Speed: 15.285 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 12599], Speed: 15.039 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 12699], Speed: 15.103 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 12799], Speed: 15.118 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 12899], Speed: 14.925 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 12999], Speed: 15.127 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 13099], Speed: 14.910 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 13199], Speed: 15.519 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 13299], Speed: 14.909 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 13399], Speed: 14.789 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.805
[Epoch 18][Batch 13499], Speed: 14.919 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 13599], Speed: 15.101 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 13699], Speed: 15.000 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 13799], Speed: 14.943 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 13899], Speed: 15.196 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 13999], Speed: 14.968 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 14099], Speed: 15.372 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 14199], Speed: 15.304 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 14299], Speed: 15.327 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 14399], Speed: 15.023 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 14499], Speed: 15.292 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.804
[Epoch 18][Batch 14599], Speed: 15.231 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.889,RCNNL1Loss=0.803
[Epoch 18] Training cost: 7755.554, RPN_Conf=0.075,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.130
[Epoch 18] Saving parameters to faster_rcnn_resnet50_v1b_coco_0018_0.0000.params
[Epoch 19][Batch 99], Speed: 11.097 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 199], Speed: 15.355 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 299], Speed: 15.267 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.124,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 399], Speed: 15.476 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.125,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 499], Speed: 15.412 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 599], Speed: 15.448 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 699], Speed: 15.379 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 799], Speed: 15.352 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 899], Speed: 15.412 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 999], Speed: 15.434 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.803
[Epoch 19][Batch 1099], Speed: 15.592 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1199], Speed: 15.524 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1299], Speed: 15.477 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1399], Speed: 15.587 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1499], Speed: 15.595 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1599], Speed: 15.590 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1699], Speed: 15.761 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1799], Speed: 15.888 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.373,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1899], Speed: 15.593 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 1999], Speed: 15.766 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.802
[Epoch 19][Batch 2099], Speed: 15.767 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2199], Speed: 15.418 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2299], Speed: 15.577 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2399], Speed: 15.530 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2499], Speed: 15.612 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2599], Speed: 15.547 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2699], Speed: 15.777 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2799], Speed: 15.422 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2899], Speed: 15.454 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 2999], Speed: 15.479 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 3099], Speed: 15.287 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.801
[Epoch 19][Batch 3199], Speed: 15.563 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 3299], Speed: 15.413 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 3399], Speed: 15.490 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 3499], Speed: 15.780 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 3599], Speed: 15.802 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 3699], Speed: 15.844 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 3799], Speed: 15.514 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 3899], Speed: 15.544 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 3999], Speed: 15.527 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 4099], Speed: 15.383 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 4199], Speed: 15.673 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.800
[Epoch 19][Batch 4299], Speed: 15.596 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 4399], Speed: 15.621 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 4499], Speed: 15.337 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 4599], Speed: 15.479 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 4699], Speed: 15.449 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 4799], Speed: 15.639 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 4899], Speed: 15.557 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 4999], Speed: 15.415 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 5099], Speed: 15.429 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 5199], Speed: 14.675 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 5299], Speed: 15.620 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.799
[Epoch 19][Batch 5399], Speed: 15.776 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 5499], Speed: 15.603 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 5599], Speed: 15.554 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 5699], Speed: 15.333 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 5799], Speed: 15.611 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 5899], Speed: 15.679 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 5999], Speed: 15.555 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 6099], Speed: 15.983 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 6199], Speed: 15.570 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 6299], Speed: 15.729 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 6399], Speed: 15.722 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.798
[Epoch 19][Batch 6499], Speed: 15.469 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 6599], Speed: 15.442 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 6699], Speed: 15.535 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.126,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 6799], Speed: 15.622 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 6899], Speed: 15.694 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.372,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 6999], Speed: 15.562 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 7099], Speed: 15.648 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 7199], Speed: 15.332 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 7299], Speed: 15.640 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 7399], Speed: 15.379 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 7499], Speed: 15.350 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 7599], Speed: 15.668 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.797
[Epoch 19][Batch 7699], Speed: 15.548 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 7799], Speed: 15.284 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 7899], Speed: 15.806 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 7999], Speed: 15.498 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 8099], Speed: 15.630 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 8199], Speed: 15.605 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 8299], Speed: 15.353 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 8399], Speed: 15.612 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 8499], Speed: 15.531 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 8599], Speed: 15.656 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 8699], Speed: 15.672 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.796
[Epoch 19][Batch 8799], Speed: 15.367 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.795
[Epoch 19][Batch 8899], Speed: 15.685 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.795
[Epoch 19][Batch 8999], Speed: 15.668 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.890,RCNNL1Loss=0.795
[Epoch 19][Batch 9099], Speed: 15.530 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9199], Speed: 15.422 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9299], Speed: 15.442 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9399], Speed: 15.990 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9499], Speed: 15.721 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9599], Speed: 15.461 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9699], Speed: 15.657 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9799], Speed: 15.505 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9899], Speed: 15.621 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.795
[Epoch 19][Batch 9999], Speed: 15.649 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10099], Speed: 15.576 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10199], Speed: 15.358 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10299], Speed: 15.676 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10399], Speed: 15.411 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10499], Speed: 15.588 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10599], Speed: 15.332 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10699], Speed: 15.648 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10799], Speed: 15.443 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10899], Speed: 15.647 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 10999], Speed: 15.355 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 11099], Speed: 15.436 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.794
[Epoch 19][Batch 11199], Speed: 15.567 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 11299], Speed: 15.587 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 11399], Speed: 15.730 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 11499], Speed: 15.330 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 11599], Speed: 15.744 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 11699], Speed: 15.619 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 11799], Speed: 15.600 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 11899], Speed: 15.470 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 11999], Speed: 15.588 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 12099], Speed: 15.739 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.371,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 12199], Speed: 15.913 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 12299], Speed: 15.455 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.793
[Epoch 19][Batch 12399], Speed: 15.349 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 12499], Speed: 15.569 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 12599], Speed: 15.422 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 12699], Speed: 15.415 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 12799], Speed: 15.489 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 12899], Speed: 15.451 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 12999], Speed: 15.441 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 13099], Speed: 15.519 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 13199], Speed: 15.618 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 13299], Speed: 15.569 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 13399], Speed: 15.304 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.792
[Epoch 19][Batch 13499], Speed: 15.639 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 13599], Speed: 15.765 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 13699], Speed: 15.679 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 13799], Speed: 15.676 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 13899], Speed: 15.592 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 13999], Speed: 15.333 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 14099], Speed: 15.568 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 14199], Speed: 15.440 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 14299], Speed: 15.632 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 14399], Speed: 15.431 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 14499], Speed: 15.504 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19][Batch 14599], Speed: 15.618 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.791
[Epoch 19] Training cost: 7563.614, RPN_Conf=0.074,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.127
[Epoch 19] Saving parameters to faster_rcnn_resnet50_v1b_coco_0019_0.0000.params
[Epoch 20][Batch 99], Speed: 13.294 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.124,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 199], Speed: 15.217 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.123,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 299], Speed: 15.233 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.125,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 399], Speed: 15.126 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.124,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 499], Speed: 15.549 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.124,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 599], Speed: 15.153 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 699], Speed: 15.326 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 799], Speed: 15.024 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.083,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 899], Speed: 14.939 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 999], Speed: 15.164 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.124,RPNAcc=0.960,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 1099], Speed: 15.157 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.790
[Epoch 20][Batch 1199], Speed: 15.167 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 1299], Speed: 15.516 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 1399], Speed: 15.232 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 1499], Speed: 15.118 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 1599], Speed: 15.114 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 1699], Speed: 15.326 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 1799], Speed: 15.412 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 1899], Speed: 15.259 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 1999], Speed: 15.563 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 2099], Speed: 15.153 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 2199], Speed: 15.526 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.789
[Epoch 20][Batch 2299], Speed: 15.468 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 2399], Speed: 15.433 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 2499], Speed: 15.409 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 2599], Speed: 15.512 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 2699], Speed: 15.166 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 2799], Speed: 15.048 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.370,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 2899], Speed: 15.110 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 2999], Speed: 15.194 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 3099], Speed: 15.281 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 3199], Speed: 15.077 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 3299], Speed: 15.396 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 3399], Speed: 15.241 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.788
[Epoch 20][Batch 3499], Speed: 15.254 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.787
[Epoch 20][Batch 3599], Speed: 14.982 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.787
[Epoch 20][Batch 3699], Speed: 15.216 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.787
[Epoch 20][Batch 3799], Speed: 15.275 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.891,RCNNL1Loss=0.787
[Epoch 20][Batch 3899], Speed: 15.335 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.787
[Epoch 20][Batch 3999], Speed: 15.146 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.787
[Epoch 20][Batch 4099], Speed: 15.110 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.787
[Epoch 20][Batch 4199], Speed: 15.286 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.787
[Epoch 20][Batch 4299], Speed: 15.290 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.787
[Epoch 20][Batch 4399], Speed: 15.281 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.787
[Epoch 20][Batch 4499], Speed: 15.308 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.787
[Epoch 20][Batch 4599], Speed: 15.133 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.787
[Epoch 20][Batch 4699], Speed: 15.294 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 4799], Speed: 15.139 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 4899], Speed: 15.265 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 4999], Speed: 15.156 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 5099], Speed: 15.092 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 5199], Speed: 15.429 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 5299], Speed: 15.100 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 5399], Speed: 15.147 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 5499], Speed: 15.174 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 5599], Speed: 15.197 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 5699], Speed: 15.272 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.786
[Epoch 20][Batch 5799], Speed: 15.102 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 5899], Speed: 15.212 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 5999], Speed: 15.333 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6099], Speed: 15.042 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6199], Speed: 15.035 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6299], Speed: 15.097 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6399], Speed: 15.110 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6499], Speed: 15.111 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6599], Speed: 15.274 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6699], Speed: 15.209 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6799], Speed: 15.195 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6899], Speed: 15.225 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.785
[Epoch 20][Batch 6999], Speed: 15.150 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7099], Speed: 15.064 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7199], Speed: 15.091 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7299], Speed: 15.103 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7399], Speed: 15.121 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7499], Speed: 15.300 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7599], Speed: 15.380 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7699], Speed: 15.286 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7799], Speed: 15.153 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7899], Speed: 15.164 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 7999], Speed: 15.210 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 8099], Speed: 15.237 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.784
[Epoch 20][Batch 8199], Speed: 15.359 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.369,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 8299], Speed: 15.146 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 8399], Speed: 14.937 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 8499], Speed: 15.256 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 8599], Speed: 15.414 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 8699], Speed: 15.225 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 8799], Speed: 15.017 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 8899], Speed: 14.962 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 8999], Speed: 15.258 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 9099], Speed: 15.335 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 9199], Speed: 15.182 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 9299], Speed: 15.161 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 9399], Speed: 15.150 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.783
[Epoch 20][Batch 9499], Speed: 15.104 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 9599], Speed: 15.212 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 9699], Speed: 15.249 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 9799], Speed: 15.060 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 9899], Speed: 15.263 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 9999], Speed: 15.242 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 10099], Speed: 15.152 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 10199], Speed: 15.025 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 10299], Speed: 15.047 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 10399], Speed: 15.085 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 10499], Speed: 15.095 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 10599], Speed: 15.102 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.782
[Epoch 20][Batch 10699], Speed: 15.188 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 10799], Speed: 15.133 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 10899], Speed: 15.273 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 10999], Speed: 15.251 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11099], Speed: 15.351 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11199], Speed: 14.489 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11299], Speed: 15.332 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11399], Speed: 15.476 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11499], Speed: 15.478 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11599], Speed: 15.575 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11699], Speed: 15.442 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11799], Speed: 15.420 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.781
[Epoch 20][Batch 11899], Speed: 15.444 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 11999], Speed: 15.476 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12099], Speed: 15.837 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12199], Speed: 15.494 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12299], Speed: 15.665 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12399], Speed: 15.513 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12499], Speed: 15.548 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12599], Speed: 15.556 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12699], Speed: 15.601 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12799], Speed: 15.462 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12899], Speed: 15.452 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 12999], Speed: 15.291 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 13099], Speed: 15.383 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.780
[Epoch 20][Batch 13199], Speed: 15.413 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.779
[Epoch 20][Batch 13299], Speed: 15.510 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.779
[Epoch 20][Batch 13399], Speed: 15.526 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.779
[Epoch 20][Batch 13499], Speed: 15.539 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.892,RCNNL1Loss=0.779
[Epoch 20][Batch 13599], Speed: 15.408 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 13699], Speed: 15.662 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.124,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 13799], Speed: 15.543 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.368,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 13899], Speed: 15.450 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 13999], Speed: 15.480 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 14099], Speed: 15.669 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 14199], Speed: 15.780 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 14299], Speed: 15.650 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 14399], Speed: 15.615 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.779
[Epoch 20][Batch 14499], Speed: 15.596 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 20][Batch 14599], Speed: 15.628 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 20] Training cost: 7683.757, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.125
[Epoch 20] Saving parameters to faster_rcnn_resnet50_v1b_coco_0020_0.0000.params
[Epoch 21][Batch 99], Speed: 12.410 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.075,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.121,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 199], Speed: 15.322 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 299], Speed: 15.358 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 399], Speed: 15.346 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 499], Speed: 15.375 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 599], Speed: 15.566 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 699], Speed: 15.836 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 799], Speed: 15.599 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 899], Speed: 15.781 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.778
[Epoch 21][Batch 999], Speed: 15.623 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1099], Speed: 15.468 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1199], Speed: 15.336 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1299], Speed: 15.587 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1399], Speed: 15.432 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1499], Speed: 15.426 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1599], Speed: 15.526 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1699], Speed: 15.503 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1799], Speed: 15.541 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1899], Speed: 15.793 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 1999], Speed: 15.452 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 2099], Speed: 15.565 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.777
[Epoch 21][Batch 2199], Speed: 15.406 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 2299], Speed: 15.524 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 2399], Speed: 15.307 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 2499], Speed: 15.565 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 2599], Speed: 15.413 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 2699], Speed: 15.610 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 2799], Speed: 15.704 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 2899], Speed: 15.435 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 2999], Speed: 15.532 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 3099], Speed: 15.799 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 3199], Speed: 15.596 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 3299], Speed: 15.590 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 3399], Speed: 15.681 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.776
[Epoch 21][Batch 3499], Speed: 15.526 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 3599], Speed: 15.415 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 3699], Speed: 15.484 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 3799], Speed: 15.415 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 3899], Speed: 15.650 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 3999], Speed: 15.362 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 4099], Speed: 15.633 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 4199], Speed: 15.594 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 4299], Speed: 15.512 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 4399], Speed: 15.776 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 4499], Speed: 15.734 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 4599], Speed: 15.657 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.775
[Epoch 21][Batch 4699], Speed: 15.569 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 4799], Speed: 15.525 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 4899], Speed: 15.482 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.367,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 4999], Speed: 15.543 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5099], Speed: 15.341 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5199], Speed: 15.529 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5299], Speed: 15.506 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5399], Speed: 15.526 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5499], Speed: 15.577 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5599], Speed: 15.250 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5699], Speed: 15.475 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5799], Speed: 15.444 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5899], Speed: 15.641 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.774
[Epoch 21][Batch 5999], Speed: 15.607 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6099], Speed: 15.316 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6199], Speed: 15.383 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6299], Speed: 15.601 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6399], Speed: 15.469 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6499], Speed: 15.667 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6599], Speed: 15.356 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6699], Speed: 15.522 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6799], Speed: 15.694 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6899], Speed: 15.443 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 6999], Speed: 15.729 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 7099], Speed: 15.455 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 7199], Speed: 15.363 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.773
[Epoch 21][Batch 7299], Speed: 15.704 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 7399], Speed: 15.511 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 7499], Speed: 15.793 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 7599], Speed: 15.477 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 7699], Speed: 15.547 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 7799], Speed: 15.536 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 7899], Speed: 15.520 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 7999], Speed: 15.711 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 8099], Speed: 15.658 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.122,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 8199], Speed: 15.608 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 8299], Speed: 15.561 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 8399], Speed: 15.551 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.772
[Epoch 21][Batch 8499], Speed: 15.504 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.771
[Epoch 21][Batch 8599], Speed: 15.647 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.771
[Epoch 21][Batch 8699], Speed: 15.347 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.771
[Epoch 21][Batch 8799], Speed: 15.548 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.771
[Epoch 21][Batch 8899], Speed: 15.416 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.893,RCNNL1Loss=0.771
[Epoch 21][Batch 8999], Speed: 15.372 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9099], Speed: 15.653 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9199], Speed: 15.819 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9299], Speed: 15.609 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9399], Speed: 15.334 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9499], Speed: 15.604 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9599], Speed: 15.685 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9699], Speed: 15.636 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9799], Speed: 15.529 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.771
[Epoch 21][Batch 9899], Speed: 15.216 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 9999], Speed: 15.644 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10099], Speed: 15.725 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10199], Speed: 15.718 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10299], Speed: 15.671 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10399], Speed: 15.431 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10499], Speed: 15.559 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10599], Speed: 15.560 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10699], Speed: 15.541 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.366,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10799], Speed: 15.437 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10899], Speed: 15.867 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 10999], Speed: 15.821 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.770
[Epoch 21][Batch 11099], Speed: 15.602 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11199], Speed: 15.654 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11299], Speed: 15.628 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11399], Speed: 15.576 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11499], Speed: 15.381 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11599], Speed: 15.786 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11699], Speed: 15.387 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11799], Speed: 15.468 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11899], Speed: 15.390 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 11999], Speed: 15.722 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 12099], Speed: 15.575 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 12199], Speed: 15.578 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 12299], Speed: 15.800 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 12399], Speed: 15.422 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.769
[Epoch 21][Batch 12499], Speed: 15.526 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 12599], Speed: 15.587 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 12699], Speed: 15.572 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 12799], Speed: 15.567 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 12899], Speed: 15.847 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.961,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 12999], Speed: 15.541 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 13099], Speed: 15.491 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 13199], Speed: 15.700 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 13299], Speed: 15.663 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 13399], Speed: 15.530 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 13499], Speed: 15.532 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 13599], Speed: 15.511 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 13699], Speed: 15.780 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.768
[Epoch 21][Batch 13799], Speed: 15.668 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21][Batch 13899], Speed: 15.694 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21][Batch 13999], Speed: 15.433 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21][Batch 14099], Speed: 15.569 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21][Batch 14199], Speed: 15.691 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21][Batch 14299], Speed: 15.441 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21][Batch 14399], Speed: 15.817 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21][Batch 14499], Speed: 15.576 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21][Batch 14599], Speed: 15.666 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 21] Training cost: 7551.368, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.123
[Epoch 21] Saving parameters to faster_rcnn_resnet50_v1b_coco_0021_0.0000.params
[Epoch 22][Batch 99], Speed: 13.504 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.073,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.119,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 22][Batch 199], Speed: 15.450 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 22][Batch 299], Speed: 15.516 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.122,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 22][Batch 399], Speed: 15.564 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.123,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.767
[Epoch 22][Batch 499], Speed: 15.568 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.122,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 599], Speed: 15.671 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.122,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 699], Speed: 15.474 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 799], Speed: 15.540 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 899], Speed: 15.687 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 999], Speed: 15.723 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.081,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 1099], Speed: 15.746 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 1199], Speed: 15.882 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 1299], Speed: 15.759 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 1399], Speed: 15.745 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 1499], Speed: 15.755 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 1599], Speed: 15.508 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 1699], Speed: 15.577 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.766
[Epoch 22][Batch 1799], Speed: 15.851 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 1899], Speed: 15.634 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 1999], Speed: 15.406 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2099], Speed: 15.588 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.365,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2199], Speed: 15.735 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2299], Speed: 15.900 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2399], Speed: 14.947 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2499], Speed: 15.763 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2599], Speed: 15.895 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2699], Speed: 15.486 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2799], Speed: 15.571 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2899], Speed: 15.715 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 2999], Speed: 15.711 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.765
[Epoch 22][Batch 3099], Speed: 15.584 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3199], Speed: 15.694 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3299], Speed: 15.474 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3399], Speed: 15.676 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3499], Speed: 15.749 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3599], Speed: 15.960 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3699], Speed: 15.755 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3799], Speed: 15.649 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3899], Speed: 15.650 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 3999], Speed: 15.801 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 4099], Speed: 15.654 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 4199], Speed: 15.624 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 4299], Speed: 15.559 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.764
[Epoch 22][Batch 4399], Speed: 15.464 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.763
[Epoch 22][Batch 4499], Speed: 15.518 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.763
[Epoch 22][Batch 4599], Speed: 15.675 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.763
[Epoch 22][Batch 4699], Speed: 15.636 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.763
[Epoch 22][Batch 4799], Speed: 15.669 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.894,RCNNL1Loss=0.763
[Epoch 22][Batch 4899], Speed: 15.901 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.763
[Epoch 22][Batch 4999], Speed: 15.579 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.763
[Epoch 22][Batch 5099], Speed: 15.752 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.763
[Epoch 22][Batch 5199], Speed: 15.597 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.763
[Epoch 22][Batch 5299], Speed: 15.718 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.763
[Epoch 22][Batch 5399], Speed: 15.873 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.763
[Epoch 22][Batch 5499], Speed: 15.810 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.763
[Epoch 22][Batch 5599], Speed: 15.776 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.763
[Epoch 22][Batch 5699], Speed: 15.705 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 5799], Speed: 15.677 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 5899], Speed: 15.838 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 5999], Speed: 15.773 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6099], Speed: 15.761 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6199], Speed: 15.495 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6299], Speed: 15.504 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6399], Speed: 15.521 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6499], Speed: 15.755 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6599], Speed: 15.708 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6699], Speed: 15.738 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6799], Speed: 15.674 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6899], Speed: 15.735 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 6999], Speed: 15.897 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.762
[Epoch 22][Batch 7099], Speed: 15.782 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7199], Speed: 15.478 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7299], Speed: 15.722 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7399], Speed: 15.861 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7499], Speed: 15.848 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7599], Speed: 15.653 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7699], Speed: 15.689 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7799], Speed: 15.651 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7899], Speed: 15.783 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.120,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 7999], Speed: 15.593 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 8099], Speed: 15.459 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 8199], Speed: 15.681 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.364,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 8299], Speed: 15.640 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.761
[Epoch 22][Batch 8399], Speed: 15.739 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 8499], Speed: 15.876 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 8599], Speed: 15.462 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 8699], Speed: 15.430 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 8799], Speed: 15.559 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 8899], Speed: 15.774 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 8999], Speed: 15.523 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 9099], Speed: 15.648 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 9199], Speed: 15.744 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 9299], Speed: 15.710 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 9399], Speed: 16.068 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 9499], Speed: 15.566 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 9599], Speed: 15.785 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 9699], Speed: 15.534 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.760
[Epoch 22][Batch 9799], Speed: 15.736 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 9899], Speed: 15.723 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 9999], Speed: 15.733 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10099], Speed: 15.872 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10199], Speed: 15.715 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10299], Speed: 15.795 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10399], Speed: 15.647 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10499], Speed: 15.661 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10599], Speed: 15.806 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10699], Speed: 15.686 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10799], Speed: 15.896 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10899], Speed: 15.984 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 10999], Speed: 15.843 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 11099], Speed: 15.510 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.759
[Epoch 22][Batch 11199], Speed: 15.886 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 11299], Speed: 15.589 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 11399], Speed: 15.583 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 11499], Speed: 15.877 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 11599], Speed: 15.635 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 11699], Speed: 15.665 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 11799], Speed: 15.624 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 11899], Speed: 15.745 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 11999], Speed: 15.773 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 12099], Speed: 15.888 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 12199], Speed: 15.791 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 12299], Speed: 15.861 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 12399], Speed: 15.769 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 12499], Speed: 15.768 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 12599], Speed: 15.813 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.758
[Epoch 22][Batch 12699], Speed: 15.617 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 12799], Speed: 15.700 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 12899], Speed: 15.686 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 12999], Speed: 15.656 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13099], Speed: 15.461 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13199], Speed: 15.847 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13299], Speed: 15.791 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13399], Speed: 15.905 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13499], Speed: 15.779 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13599], Speed: 15.669 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13699], Speed: 15.626 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13799], Speed: 15.873 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13899], Speed: 15.744 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.757
[Epoch 22][Batch 13999], Speed: 15.602 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 22][Batch 14099], Speed: 15.656 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 22][Batch 14199], Speed: 15.871 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 22][Batch 14299], Speed: 15.717 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 22][Batch 14399], Speed: 15.768 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 22][Batch 14499], Speed: 15.975 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 22][Batch 14599], Speed: 15.587 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.363,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 22] Training cost: 7481.143, RPN_Conf=0.070,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.121
[Epoch 22] Saving parameters to faster_rcnn_resnet50_v1b_coco_0022_0.0000.params
[Epoch 23] Set learning rate to 0.0001
[Epoch 23][Batch 99], Speed: 13.518 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.075,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.124,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 23][Batch 199], Speed: 15.228 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.075,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.121,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 23][Batch 299], Speed: 15.107 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.119,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 23][Batch 399], Speed: 15.414 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 23][Batch 499], Speed: 15.286 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 23][Batch 599], Speed: 15.385 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.119,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 23][Batch 699], Speed: 15.473 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.119,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.756
[Epoch 23][Batch 799], Speed: 15.415 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.755
[Epoch 23][Batch 899], Speed: 15.583 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.755
[Epoch 23][Batch 999], Speed: 15.206 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.755
[Epoch 23][Batch 1099], Speed: 15.234 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.895,RCNNL1Loss=0.755
[Epoch 23][Batch 1199], Speed: 15.558 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 1299], Speed: 15.474 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 1399], Speed: 15.483 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.118,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 1499], Speed: 15.418 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 1599], Speed: 15.352 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 1699], Speed: 15.163 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 1799], Speed: 15.508 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 1899], Speed: 15.519 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 1999], Speed: 15.621 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.755
[Epoch 23][Batch 2099], Speed: 15.534 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2199], Speed: 15.469 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2299], Speed: 15.361 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2399], Speed: 15.309 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2499], Speed: 15.426 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2599], Speed: 15.755 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2699], Speed: 15.717 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2799], Speed: 15.379 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2899], Speed: 15.273 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 2999], Speed: 15.340 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 3099], Speed: 15.404 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 3199], Speed: 15.553 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 3299], Speed: 15.516 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.754
[Epoch 23][Batch 3399], Speed: 15.534 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 3499], Speed: 15.546 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 3599], Speed: 15.497 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 3699], Speed: 15.513 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 3799], Speed: 15.403 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 3899], Speed: 15.313 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 3999], Speed: 15.312 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 4099], Speed: 15.647 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 4199], Speed: 15.411 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 4299], Speed: 15.690 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 4399], Speed: 15.474 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 4499], Speed: 15.481 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 4599], Speed: 15.208 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.753
[Epoch 23][Batch 4699], Speed: 15.299 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 4799], Speed: 15.597 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 4899], Speed: 15.517 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 4999], Speed: 15.288 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5099], Speed: 15.522 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5199], Speed: 15.492 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5299], Speed: 15.415 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5399], Speed: 15.687 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5499], Speed: 15.397 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5599], Speed: 15.599 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.117,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5699], Speed: 15.622 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5799], Speed: 15.568 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5899], Speed: 15.530 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.362,RCNNAcc=0.896,RCNNL1Loss=0.752
[Epoch 23][Batch 5999], Speed: 15.649 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6099], Speed: 15.566 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6199], Speed: 15.337 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6299], Speed: 15.647 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6399], Speed: 15.529 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6499], Speed: 15.529 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6599], Speed: 15.778 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6699], Speed: 15.378 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6799], Speed: 15.558 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6899], Speed: 15.266 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 6999], Speed: 15.392 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 7099], Speed: 15.685 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 7199], Speed: 15.357 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 7299], Speed: 15.243 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.751
[Epoch 23][Batch 7399], Speed: 15.420 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 7499], Speed: 15.350 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 7599], Speed: 15.159 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 7699], Speed: 15.392 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 7799], Speed: 15.666 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 7899], Speed: 15.431 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 7999], Speed: 15.335 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 8099], Speed: 15.383 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 8199], Speed: 15.710 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 8299], Speed: 15.625 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 8399], Speed: 14.683 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 8499], Speed: 15.375 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 8599], Speed: 15.541 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.750
[Epoch 23][Batch 8699], Speed: 15.529 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 8799], Speed: 15.726 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 8899], Speed: 15.391 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 8999], Speed: 15.488 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9099], Speed: 15.597 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9199], Speed: 15.521 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9299], Speed: 15.491 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9399], Speed: 15.357 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9499], Speed: 15.414 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9599], Speed: 15.262 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9699], Speed: 15.678 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9799], Speed: 15.637 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9899], Speed: 15.450 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 9999], Speed: 15.385 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.749
[Epoch 23][Batch 10099], Speed: 15.676 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10199], Speed: 15.521 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10299], Speed: 15.357 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10399], Speed: 15.418 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10499], Speed: 15.303 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10599], Speed: 15.601 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10699], Speed: 15.818 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10799], Speed: 15.337 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10899], Speed: 15.623 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 10999], Speed: 15.293 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 11099], Speed: 15.595 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 11199], Speed: 15.494 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 11299], Speed: 15.448 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 11399], Speed: 15.505 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.748
[Epoch 23][Batch 11499], Speed: 15.629 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.747
[Epoch 23][Batch 11599], Speed: 15.653 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.896,RCNNL1Loss=0.747
[Epoch 23][Batch 11699], Speed: 15.531 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 11799], Speed: 15.690 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.361,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 11899], Speed: 15.517 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 11999], Speed: 15.548 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 12099], Speed: 15.335 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 12199], Speed: 15.337 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 12299], Speed: 15.636 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 12399], Speed: 15.555 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.962,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 12499], Speed: 15.474 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 12599], Speed: 15.420 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 12699], Speed: 15.336 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.747
[Epoch 23][Batch 12799], Speed: 15.281 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 12899], Speed: 15.500 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 12999], Speed: 15.688 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13099], Speed: 15.479 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13199], Speed: 15.609 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13299], Speed: 15.527 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13399], Speed: 15.221 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13499], Speed: 15.460 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13599], Speed: 15.384 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13699], Speed: 15.433 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13799], Speed: 15.536 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13899], Speed: 15.215 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 13999], Speed: 15.337 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 14099], Speed: 15.497 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.746
[Epoch 23][Batch 14199], Speed: 15.569 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 23][Batch 14299], Speed: 15.403 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 23][Batch 14399], Speed: 15.602 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 23][Batch 14499], Speed: 15.567 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 23][Batch 14599], Speed: 15.525 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 23] Training cost: 7591.063, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.116
[Epoch 23] Saving parameters to faster_rcnn_resnet50_v1b_coco_0023_0.0000.params
[Epoch 24][Batch 99], Speed: 12.528 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.117,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 24][Batch 199], Speed: 15.436 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.113,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 24][Batch 299], Speed: 15.163 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.114,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 24][Batch 399], Speed: 15.316 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.114,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 24][Batch 499], Speed: 15.560 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.114,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 24][Batch 599], Speed: 15.489 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 24][Batch 699], Speed: 15.390 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 24][Batch 799], Speed: 15.653 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.114,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.745
[Epoch 24][Batch 899], Speed: 15.271 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.114,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 999], Speed: 15.566 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1099], Speed: 15.472 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1199], Speed: 15.391 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1299], Speed: 15.442 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1399], Speed: 15.392 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1499], Speed: 15.294 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1599], Speed: 15.454 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1699], Speed: 15.626 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1799], Speed: 15.808 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1899], Speed: 15.209 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 1999], Speed: 15.510 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 2099], Speed: 15.537 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 2199], Speed: 15.589 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 2299], Speed: 15.523 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.744
[Epoch 24][Batch 2399], Speed: 15.431 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 2499], Speed: 15.747 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 2599], Speed: 15.404 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 2699], Speed: 15.147 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 2799], Speed: 15.407 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 2899], Speed: 15.483 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 2999], Speed: 15.502 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 3099], Speed: 15.379 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 3199], Speed: 15.436 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.360,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 3299], Speed: 15.441 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 3399], Speed: 15.774 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 3499], Speed: 15.588 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 3599], Speed: 15.428 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 3699], Speed: 15.638 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.743
[Epoch 24][Batch 3799], Speed: 15.586 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 3899], Speed: 15.415 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 3999], Speed: 15.623 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4099], Speed: 15.487 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4199], Speed: 15.564 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4299], Speed: 15.544 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4399], Speed: 15.458 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4499], Speed: 15.594 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4599], Speed: 15.393 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4699], Speed: 15.513 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4799], Speed: 15.600 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4899], Speed: 15.565 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 4999], Speed: 15.542 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 5099], Speed: 15.340 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.742
[Epoch 24][Batch 5199], Speed: 15.451 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 5299], Speed: 15.518 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 5399], Speed: 15.456 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 5499], Speed: 15.690 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 5599], Speed: 15.664 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 5699], Speed: 15.605 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 5799], Speed: 15.390 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 5899], Speed: 15.577 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 5999], Speed: 15.467 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 6099], Speed: 15.409 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 6199], Speed: 15.422 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 6299], Speed: 15.668 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 6399], Speed: 15.627 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 6499], Speed: 15.265 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.741
[Epoch 24][Batch 6599], Speed: 15.472 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 6699], Speed: 15.322 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 6799], Speed: 15.663 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 6899], Speed: 15.429 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 6999], Speed: 15.403 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7099], Speed: 15.421 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7199], Speed: 15.459 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7299], Speed: 15.518 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7399], Speed: 15.521 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7499], Speed: 15.578 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7599], Speed: 15.321 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7699], Speed: 15.425 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7799], Speed: 15.554 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7899], Speed: 15.416 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.897,RCNNL1Loss=0.740
[Epoch 24][Batch 7999], Speed: 15.387 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.740
[Epoch 24][Batch 8099], Speed: 15.471 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8199], Speed: 15.504 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8299], Speed: 15.676 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8399], Speed: 15.677 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8499], Speed: 15.489 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8599], Speed: 15.442 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8699], Speed: 15.405 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8799], Speed: 15.459 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8899], Speed: 15.398 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 8999], Speed: 15.232 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 9099], Speed: 15.366 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 9199], Speed: 15.437 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 9299], Speed: 15.364 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 9399], Speed: 15.625 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 9499], Speed: 15.452 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.359,RCNNAcc=0.898,RCNNL1Loss=0.739
[Epoch 24][Batch 9599], Speed: 15.623 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 9699], Speed: 15.514 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 9799], Speed: 15.538 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 9899], Speed: 15.629 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 9999], Speed: 15.336 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10099], Speed: 15.357 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10199], Speed: 15.390 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10299], Speed: 15.486 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10399], Speed: 15.493 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10499], Speed: 15.461 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10599], Speed: 15.397 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10699], Speed: 15.532 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10799], Speed: 15.177 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10899], Speed: 15.583 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 10999], Speed: 15.532 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.738
[Epoch 24][Batch 11099], Speed: 15.628 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11199], Speed: 15.735 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11299], Speed: 15.680 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11399], Speed: 15.612 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11499], Speed: 15.815 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11599], Speed: 15.569 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11699], Speed: 15.401 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11799], Speed: 15.358 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11899], Speed: 15.554 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 11999], Speed: 15.129 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 12099], Speed: 15.281 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 12199], Speed: 15.581 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 12299], Speed: 15.617 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 12399], Speed: 15.488 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 12499], Speed: 15.466 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.737
[Epoch 24][Batch 12599], Speed: 15.473 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 12699], Speed: 15.669 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 12799], Speed: 15.600 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 12899], Speed: 15.563 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 12999], Speed: 15.486 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13099], Speed: 15.396 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13199], Speed: 15.296 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13299], Speed: 15.478 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13399], Speed: 15.368 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13499], Speed: 15.459 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13599], Speed: 15.356 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13699], Speed: 15.193 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13799], Speed: 15.553 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13899], Speed: 15.747 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.736
[Epoch 24][Batch 13999], Speed: 15.298 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 24][Batch 14099], Speed: 15.514 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 24][Batch 14199], Speed: 15.531 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 24][Batch 14299], Speed: 15.425 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 24][Batch 14399], Speed: 14.730 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 24][Batch 14499], Speed: 15.256 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 24][Batch 14599], Speed: 15.340 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 24] Training cost: 7590.607, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115
[Epoch 24] Saving parameters to faster_rcnn_resnet50_v1b_coco_0024_0.0000.params
[Epoch 25][Batch 99], Speed: 11.191 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.113,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 25][Batch 199], Speed: 15.177 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 25][Batch 299], Speed: 15.782 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.117,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 25][Batch 399], Speed: 15.934 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 25][Batch 499], Speed: 15.795 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 25][Batch 599], Speed: 15.716 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 25][Batch 699], Speed: 15.718 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 25][Batch 799], Speed: 15.850 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.117,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.735
[Epoch 25][Batch 899], Speed: 15.862 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 999], Speed: 15.777 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1099], Speed: 15.565 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1199], Speed: 15.944 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1299], Speed: 15.713 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.358,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1399], Speed: 15.685 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1499], Speed: 15.828 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1599], Speed: 15.588 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1699], Speed: 15.675 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1799], Speed: 15.786 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1899], Speed: 15.577 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 1999], Speed: 15.620 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 2099], Speed: 15.505 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 2199], Speed: 15.697 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 2299], Speed: 15.737 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.734
[Epoch 25][Batch 2399], Speed: 15.635 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 2499], Speed: 15.738 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 2599], Speed: 15.541 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 2699], Speed: 15.739 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 2799], Speed: 15.759 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 2899], Speed: 15.805 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 2999], Speed: 15.959 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.116,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3099], Speed: 15.729 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3199], Speed: 15.925 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3299], Speed: 15.947 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3399], Speed: 16.079 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3499], Speed: 15.655 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3599], Speed: 15.700 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3699], Speed: 15.678 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3799], Speed: 15.898 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.733
[Epoch 25][Batch 3899], Speed: 15.617 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 3999], Speed: 15.669 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4099], Speed: 15.811 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4199], Speed: 15.752 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4299], Speed: 16.111 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4399], Speed: 15.934 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4499], Speed: 15.906 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4599], Speed: 15.817 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4699], Speed: 15.734 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4799], Speed: 15.727 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4899], Speed: 15.625 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.898,RCNNL1Loss=0.732
[Epoch 25][Batch 4999], Speed: 15.880 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.732
[Epoch 25][Batch 5099], Speed: 15.779 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.732
[Epoch 25][Batch 5199], Speed: 15.893 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.732
[Epoch 25][Batch 5299], Speed: 15.754 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.732
[Epoch 25][Batch 5399], Speed: 15.790 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 5499], Speed: 15.863 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 5599], Speed: 15.709 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 5699], Speed: 15.619 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 5799], Speed: 15.670 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 5899], Speed: 15.907 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 5999], Speed: 15.602 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6099], Speed: 15.705 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6199], Speed: 15.607 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6299], Speed: 15.619 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6399], Speed: 15.808 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6499], Speed: 15.893 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6599], Speed: 15.604 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6699], Speed: 15.633 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6799], Speed: 15.710 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6899], Speed: 15.712 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.731
[Epoch 25][Batch 6999], Speed: 16.047 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7099], Speed: 15.832 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7199], Speed: 15.666 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7299], Speed: 15.468 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7399], Speed: 15.921 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7499], Speed: 15.862 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7599], Speed: 16.141 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7699], Speed: 15.714 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7799], Speed: 15.520 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7899], Speed: 15.836 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.357,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 7999], Speed: 15.902 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 8099], Speed: 15.824 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 8199], Speed: 15.671 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 8299], Speed: 15.695 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 8399], Speed: 15.748 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.730
[Epoch 25][Batch 8499], Speed: 15.702 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 8599], Speed: 15.797 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 8699], Speed: 15.774 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 8799], Speed: 15.637 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 8899], Speed: 15.706 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 8999], Speed: 15.851 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9099], Speed: 15.745 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9199], Speed: 15.885 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9299], Speed: 15.974 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9399], Speed: 16.001 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9499], Speed: 15.766 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9599], Speed: 15.863 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9699], Speed: 15.674 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9799], Speed: 15.738 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9899], Speed: 16.032 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 9999], Speed: 15.692 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.729
[Epoch 25][Batch 10099], Speed: 15.705 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10199], Speed: 15.759 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10299], Speed: 15.808 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10399], Speed: 15.647 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10499], Speed: 15.670 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10599], Speed: 16.019 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10699], Speed: 15.773 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10799], Speed: 15.571 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10899], Speed: 15.555 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 10999], Speed: 15.556 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 11099], Speed: 15.877 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 11199], Speed: 15.856 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 11299], Speed: 16.098 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 11399], Speed: 15.617 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 11499], Speed: 15.624 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 11599], Speed: 15.803 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.728
[Epoch 25][Batch 11699], Speed: 15.871 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 11799], Speed: 16.036 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 11899], Speed: 15.873 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 11999], Speed: 15.803 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12099], Speed: 15.913 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12199], Speed: 15.864 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12299], Speed: 16.122 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12399], Speed: 15.848 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12499], Speed: 16.122 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12599], Speed: 15.636 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12699], Speed: 15.680 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12799], Speed: 15.913 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12899], Speed: 15.764 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 12999], Speed: 15.919 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 13099], Speed: 15.749 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 13199], Speed: 15.558 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.727
[Epoch 25][Batch 13299], Speed: 15.781 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 13399], Speed: 15.871 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 13499], Speed: 15.816 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 13599], Speed: 15.916 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 13699], Speed: 15.846 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 13799], Speed: 15.870 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 13899], Speed: 16.041 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 13999], Speed: 16.001 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 14099], Speed: 15.780 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 14199], Speed: 15.768 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 14299], Speed: 15.837 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 14399], Speed: 15.617 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 14499], Speed: 15.787 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25][Batch 14599], Speed: 15.914 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115,RPNAcc=0.963,RPNL1Loss=0.356,RCNNAcc=0.899,RCNNL1Loss=0.726
[Epoch 25] Training cost: 7453.395, RPN_Conf=0.067,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.115
[Epoch 25] Validation:
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.370
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.578
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.396
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.189
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.418
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.510
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.309
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.475
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.494
 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 ] = 0.547
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.660
person=50.8
bicycle=29.0
car=38.0
motorcycle=41.2
airplane=62.8
bus=62.9
train=59.2
truck=31.7
boat=22.1
traffic light=23.2
fire hydrant=62.4
stop sign=60.9
parking meter=45.0
bench=22.2
bird=32.1
cat=62.0
dog=57.0
horse=53.3
sheep=44.3
cow=50.6
elephant=57.2
bear=64.0
zebra=63.4
giraffe=64.4
backpack=12.7
umbrella=33.4
handbag=11.4
tie=26.0
suitcase=29.5
frisbee=60.6
skis=19.9
snowboard=30.7
sports ball=36.5
kite=34.5
baseball bat=22.9
baseball glove=30.6
skateboard=48.8
surfboard=32.2
tennis racket=43.4
bottle=33.2
wine glass=31.3
cup=36.3
fork=29.5
knife=11.7
spoon=12.0
bowl=36.8
banana=21.2
apple=19.0
sandwich=31.0
orange=26.9
broccoli=18.9
carrot=17.9
hot dog=30.1
pizza=49.2
donut=39.0
cake=30.4
chair=23.5
couch=37.5
potted plant=23.6
bed=35.8
dining table=24.3
toilet=54.8
tv=52.0
laptop=57.1
mouse=54.3
remote=22.9
keyboard=47.9
cell phone=29.5
microwave=53.0
oven=28.4
toaster=37.9
sink=33.3
refrigerator=50.0
book=10.5
clock=45.1
vase=34.1
scissors=24.8
teddy bear=44.8
hair drier=5.2
toothbrush=19.6
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=37.0
[Epoch 25] mAP 37.0 higher than current best [0] saving to faster_rcnn_resnet50_v1b_coco_best.params
[Epoch 25] Saving parameters to faster_rcnn_resnet50_v1b_coco_0025_37.0000.params