Namespace(batch_size=8, dataset='coco', disable_hybridization=False, epochs=26, gpus='0,1,2,3,4,5,6,7', log_interval=100, lr=0.01, lr_decay=0.1, lr_decay_epoch='17,23', lr_warmup=1000.0, mixup=False, momentum=0.9, network='resnet101_v1d', no_mixup_epochs=20, norm_layer=None, num_workers=8, resume='', save_interval=1, save_prefix='faster_rcnn_fpn_resnet101_v1d_coco', seed=233, start_epoch=0, static_alloc=False, use_fpn=True, val_interval=2, verbose=True, wd=0.0001)
Trainable parameters:
odict_keys(['P2_conv_lat_weight', 'P2_conv_lat_bias', 'resnetv1d_layers2_conv0_weight', 'resnetv1d_layers2_conv1_weight', 'resnetv1d_layers2_conv2_weight', 'resnetv1d_down2_conv0_weight', 'resnetv1d_layers2_conv3_weight', 'resnetv1d_layers2_conv4_weight', 'resnetv1d_layers2_conv5_weight', 'resnetv1d_layers2_conv6_weight', 'resnetv1d_layers2_conv7_weight', 'resnetv1d_layers2_conv8_weight', 'resnetv1d_layers2_conv9_weight', 'resnetv1d_layers2_conv10_weight', 'resnetv1d_layers2_conv11_weight', 'P3_conv_lat_weight', 'P3_conv_lat_bias', 'resnetv1d_layers3_conv0_weight', 'resnetv1d_layers3_conv1_weight', 'resnetv1d_layers3_conv2_weight', 'resnetv1d_down3_conv0_weight', 'resnetv1d_layers3_conv3_weight', 'resnetv1d_layers3_conv4_weight', 'resnetv1d_layers3_conv5_weight', 'resnetv1d_layers3_conv6_weight', 'resnetv1d_layers3_conv7_weight', 'resnetv1d_layers3_conv8_weight', 'resnetv1d_layers3_conv9_weight', 'resnetv1d_layers3_conv10_weight', 'resnetv1d_layers3_conv11_weight', 'resnetv1d_layers3_conv12_weight', 'resnetv1d_layers3_conv13_weight', 'resnetv1d_layers3_conv14_weight', 'resnetv1d_layers3_conv15_weight', 'resnetv1d_layers3_conv16_weight', 'resnetv1d_layers3_conv17_weight', 'resnetv1d_layers3_conv18_weight', 'resnetv1d_layers3_conv19_weight', 'resnetv1d_layers3_conv20_weight', 'resnetv1d_layers3_conv21_weight', 'resnetv1d_layers3_conv22_weight', 'resnetv1d_layers3_conv23_weight', 'resnetv1d_layers3_conv24_weight', 'resnetv1d_layers3_conv25_weight', 'resnetv1d_layers3_conv26_weight', 'resnetv1d_layers3_conv27_weight', 'resnetv1d_layers3_conv28_weight', 'resnetv1d_layers3_conv29_weight', 'resnetv1d_layers3_conv30_weight', 'resnetv1d_layers3_conv31_weight', 'resnetv1d_layers3_conv32_weight', 'resnetv1d_layers3_conv33_weight', 'resnetv1d_layers3_conv34_weight', 'resnetv1d_layers3_conv35_weight', 'resnetv1d_layers3_conv36_weight', 'resnetv1d_layers3_conv37_weight', 'resnetv1d_layers3_conv38_weight', 'resnetv1d_layers3_conv39_weight', 'resnetv1d_layers3_conv40_weight', 'resnetv1d_layers3_conv41_weight', 'resnetv1d_layers3_conv42_weight', 'resnetv1d_layers3_conv43_weight', 'resnetv1d_layers3_conv44_weight', 'resnetv1d_layers3_conv45_weight', 'resnetv1d_layers3_conv46_weight', 'resnetv1d_layers3_conv47_weight', 'resnetv1d_layers3_conv48_weight', 'resnetv1d_layers3_conv49_weight', 'resnetv1d_layers3_conv50_weight', 'resnetv1d_layers3_conv51_weight', 'resnetv1d_layers3_conv52_weight', 'resnetv1d_layers3_conv53_weight', 'resnetv1d_layers3_conv54_weight', 'resnetv1d_layers3_conv55_weight', 'resnetv1d_layers3_conv56_weight', 'resnetv1d_layers3_conv57_weight', 'resnetv1d_layers3_conv58_weight', 'resnetv1d_layers3_conv59_weight', 'resnetv1d_layers3_conv60_weight', 'resnetv1d_layers3_conv61_weight', 'resnetv1d_layers3_conv62_weight', 'resnetv1d_layers3_conv63_weight', 'resnetv1d_layers3_conv64_weight', 'resnetv1d_layers3_conv65_weight', 'resnetv1d_layers3_conv66_weight', 'resnetv1d_layers3_conv67_weight', 'resnetv1d_layers3_conv68_weight', 'P4_conv_lat_weight', 'P4_conv_lat_bias', 'resnetv1d_layers4_conv0_weight', 'resnetv1d_layers4_conv1_weight', 'resnetv1d_layers4_conv2_weight', 'resnetv1d_down4_conv0_weight', 'resnetv1d_layers4_conv3_weight', 'resnetv1d_layers4_conv4_weight', 'resnetv1d_layers4_conv5_weight', 'resnetv1d_layers4_conv6_weight', 'resnetv1d_layers4_conv7_weight', 'resnetv1d_layers4_conv8_weight', 'P5_conv_lat_weight', 'P5_conv_lat_bias', 'P5_conv1_weight', 'P5_conv1_bias', 'P4_conv1_weight', 'P4_conv1_bias', 'P3_conv1_weight', 'P3_conv1_bias', 'P2_conv1_weight', 'P2_conv1_bias', 'P6_conv1_weight', 'P6_conv1_bias', 'dense0_weight', 'dense0_bias', 'dense1_weight', 'dense1_bias', 'fasterrcnn0_dense0_weight', 'fasterrcnn0_dense0_bias', 'fasterrcnn0_dense1_weight', 'fasterrcnn0_dense1_bias', 'fasterrcnn0_rpn0_rpnanchorgenerator0_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator1_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator2_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator3_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator4_anchor_', 'fasterrcnn0_rpn0_rpnhead0_conv0_weight', 'fasterrcnn0_rpn0_rpnhead0_conv0_bias', 'fasterrcnn0_rpn0_rpnhead0_conv1_weight', 'fasterrcnn0_rpn0_rpnhead0_conv1_bias', 'fasterrcnn0_rpn0_rpnhead0_conv2_weight', 'fasterrcnn0_rpn0_rpnhead0_conv2_bias'])
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.003333333333333333
[Epoch 0][Batch 99], Speed: 6.276 samples/sec, RPN_Conf=0.238,RPN_SmoothL1=0.080,RCNN_CrossEntropy=0.511,RCNN_SmoothL1=0.127,RPNAcc=0.897,RPNL1Loss=0.674,RCNNAcc=0.930,RCNNL1Loss=2.125
[Epoch 0 Iteration 100] Set learning rate to 0.004
[Epoch 0][Batch 199], Speed: 7.020 samples/sec, RPN_Conf=0.184,RPN_SmoothL1=0.077,RCNN_CrossEntropy=0.507,RCNN_SmoothL1=0.153,RPNAcc=0.921,RPNL1Loss=0.642,RCNNAcc=0.926,RCNNL1Loss=2.208
[Epoch 0 Iteration 200] Set learning rate to 0.004666666666666667
[Epoch 0][Batch 299], Speed: 7.106 samples/sec, RPN_Conf=0.160,RPN_SmoothL1=0.073,RCNN_CrossEntropy=0.525,RCNN_SmoothL1=0.177,RPNAcc=0.933,RPNL1Loss=0.615,RCNNAcc=0.919,RCNNL1Loss=2.252
[Epoch 0 Iteration 300] Set learning rate to 0.005333333333333333
[Epoch 0][Batch 399], Speed: 7.050 samples/sec, RPN_Conf=0.144,RPN_SmoothL1=0.072,RCNN_CrossEntropy=0.537,RCNN_SmoothL1=0.193,RPNAcc=0.940,RPNL1Loss=0.599,RCNNAcc=0.914,RCNNL1Loss=2.263
[Epoch 0 Iteration 400] Set learning rate to 0.006
[Epoch 0][Batch 499], Speed: 7.077 samples/sec, RPN_Conf=0.134,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.543,RCNN_SmoothL1=0.202,RPNAcc=0.944,RPNL1Loss=0.585,RCNNAcc=0.911,RCNNL1Loss=2.247
[Epoch 0 Iteration 500] Set learning rate to 0.006666666666666666
[Epoch 0][Batch 599], Speed: 7.101 samples/sec, RPN_Conf=0.127,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.546,RCNN_SmoothL1=0.208,RPNAcc=0.948,RPNL1Loss=0.575,RCNNAcc=0.908,RCNNL1Loss=2.226
[Epoch 0 Iteration 600] Set learning rate to 0.007333333333333333
[Epoch 0][Batch 699], Speed: 7.064 samples/sec, RPN_Conf=0.120,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.547,RCNN_SmoothL1=0.212,RPNAcc=0.951,RPNL1Loss=0.567,RCNNAcc=0.906,RCNNL1Loss=2.205
[Epoch 0 Iteration 700] Set learning rate to 0.008
[Epoch 0][Batch 799], Speed: 7.015 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.549,RCNN_SmoothL1=0.216,RPNAcc=0.953,RPNL1Loss=0.559,RCNNAcc=0.905,RCNNL1Loss=2.182
[Epoch 0 Iteration 800] Set learning rate to 0.008666666666666668
[Epoch 0][Batch 899], Speed: 7.107 samples/sec, RPN_Conf=0.112,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.547,RCNN_SmoothL1=0.217,RPNAcc=0.954,RPNL1Loss=0.552,RCNNAcc=0.903,RCNNL1Loss=2.154
[Epoch 0 Iteration 900] Set learning rate to 0.009333333333333334
[Epoch 0][Batch 999], Speed: 7.028 samples/sec, RPN_Conf=0.109,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.545,RCNN_SmoothL1=0.217,RPNAcc=0.956,RPNL1Loss=0.547,RCNNAcc=0.903,RCNNL1Loss=2.123
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 7.037 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.543,RCNN_SmoothL1=0.218,RPNAcc=0.957,RPNL1Loss=0.541,RCNNAcc=0.902,RCNNL1Loss=2.094
[Epoch 0][Batch 1199], Speed: 7.079 samples/sec, RPN_Conf=0.104,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.542,RCNN_SmoothL1=0.219,RPNAcc=0.958,RPNL1Loss=0.534,RCNNAcc=0.900,RCNNL1Loss=2.065
[Epoch 0][Batch 1299], Speed: 7.076 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.540,RCNN_SmoothL1=0.219,RPNAcc=0.959,RPNL1Loss=0.529,RCNNAcc=0.900,RCNNL1Loss=2.036
[Epoch 0][Batch 1399], Speed: 7.070 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.537,RCNN_SmoothL1=0.218,RPNAcc=0.960,RPNL1Loss=0.525,RCNNAcc=0.899,RCNNL1Loss=2.008
[Epoch 0][Batch 1499], Speed: 7.063 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.534,RCNN_SmoothL1=0.217,RPNAcc=0.961,RPNL1Loss=0.521,RCNNAcc=0.899,RCNNL1Loss=1.980
[Epoch 0][Batch 1599], Speed: 7.053 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.529,RCNN_SmoothL1=0.216,RPNAcc=0.961,RPNL1Loss=0.518,RCNNAcc=0.898,RCNNL1Loss=1.954
[Epoch 0][Batch 1699], Speed: 7.144 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.524,RCNN_SmoothL1=0.214,RPNAcc=0.962,RPNL1Loss=0.513,RCNNAcc=0.898,RCNNL1Loss=1.931
[Epoch 0][Batch 1799], Speed: 7.061 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.520,RCNN_SmoothL1=0.213,RPNAcc=0.963,RPNL1Loss=0.510,RCNNAcc=0.898,RCNNL1Loss=1.906
[Epoch 0][Batch 1899], Speed: 7.123 samples/sec, RPN_Conf=0.092,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.516,RCNN_SmoothL1=0.212,RPNAcc=0.963,RPNL1Loss=0.507,RCNNAcc=0.898,RCNNL1Loss=1.883
[Epoch 0][Batch 1999], Speed: 7.077 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.512,RCNN_SmoothL1=0.210,RPNAcc=0.964,RPNL1Loss=0.504,RCNNAcc=0.898,RCNNL1Loss=1.860
[Epoch 0][Batch 2099], Speed: 7.023 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.508,RCNN_SmoothL1=0.209,RPNAcc=0.964,RPNL1Loss=0.501,RCNNAcc=0.898,RCNNL1Loss=1.841
[Epoch 0][Batch 2199], Speed: 7.014 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.505,RCNN_SmoothL1=0.208,RPNAcc=0.965,RPNL1Loss=0.498,RCNNAcc=0.898,RCNNL1Loss=1.823
[Epoch 0][Batch 2299], Speed: 7.116 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.502,RCNN_SmoothL1=0.207,RPNAcc=0.965,RPNL1Loss=0.496,RCNNAcc=0.897,RCNNL1Loss=1.807
[Epoch 0][Batch 2399], Speed: 7.001 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.499,RCNN_SmoothL1=0.206,RPNAcc=0.965,RPNL1Loss=0.493,RCNNAcc=0.897,RCNNL1Loss=1.788
[Epoch 0][Batch 2499], Speed: 7.073 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.495,RCNN_SmoothL1=0.205,RPNAcc=0.966,RPNL1Loss=0.490,RCNNAcc=0.898,RCNNL1Loss=1.773
[Epoch 0][Batch 2599], Speed: 7.112 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.491,RCNN_SmoothL1=0.204,RPNAcc=0.966,RPNL1Loss=0.488,RCNNAcc=0.898,RCNNL1Loss=1.758
[Epoch 0][Batch 2699], Speed: 7.094 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.489,RCNN_SmoothL1=0.203,RPNAcc=0.966,RPNL1Loss=0.486,RCNNAcc=0.897,RCNNL1Loss=1.740
[Epoch 0][Batch 2799], Speed: 7.099 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.485,RCNN_SmoothL1=0.202,RPNAcc=0.967,RPNL1Loss=0.484,RCNNAcc=0.897,RCNNL1Loss=1.728
[Epoch 0][Batch 2899], Speed: 7.128 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.483,RCNN_SmoothL1=0.201,RPNAcc=0.967,RPNL1Loss=0.481,RCNNAcc=0.897,RCNNL1Loss=1.714
[Epoch 0][Batch 2999], Speed: 7.066 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.479,RCNN_SmoothL1=0.200,RPNAcc=0.967,RPNL1Loss=0.479,RCNNAcc=0.897,RCNNL1Loss=1.701
[Epoch 0][Batch 3099], Speed: 7.034 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.476,RCNN_SmoothL1=0.199,RPNAcc=0.968,RPNL1Loss=0.477,RCNNAcc=0.897,RCNNL1Loss=1.688
[Epoch 0][Batch 3199], Speed: 7.101 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.474,RCNN_SmoothL1=0.199,RPNAcc=0.968,RPNL1Loss=0.475,RCNNAcc=0.897,RCNNL1Loss=1.676
[Epoch 0][Batch 3299], Speed: 7.077 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.472,RCNN_SmoothL1=0.198,RPNAcc=0.968,RPNL1Loss=0.473,RCNNAcc=0.897,RCNNL1Loss=1.664
[Epoch 0][Batch 3399], Speed: 6.974 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.469,RCNN_SmoothL1=0.197,RPNAcc=0.968,RPNL1Loss=0.471,RCNNAcc=0.897,RCNNL1Loss=1.653
[Epoch 0][Batch 3499], Speed: 7.025 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.467,RCNN_SmoothL1=0.197,RPNAcc=0.969,RPNL1Loss=0.469,RCNNAcc=0.897,RCNNL1Loss=1.642
[Epoch 0][Batch 3599], Speed: 7.105 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.465,RCNN_SmoothL1=0.196,RPNAcc=0.969,RPNL1Loss=0.467,RCNNAcc=0.897,RCNNL1Loss=1.631
[Epoch 0][Batch 3699], Speed: 7.111 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.463,RCNN_SmoothL1=0.195,RPNAcc=0.969,RPNL1Loss=0.465,RCNNAcc=0.897,RCNNL1Loss=1.622
[Epoch 0][Batch 3799], Speed: 7.089 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.460,RCNN_SmoothL1=0.195,RPNAcc=0.969,RPNL1Loss=0.464,RCNNAcc=0.897,RCNNL1Loss=1.612
[Epoch 0][Batch 3899], Speed: 7.055 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.458,RCNN_SmoothL1=0.194,RPNAcc=0.969,RPNL1Loss=0.462,RCNNAcc=0.898,RCNNL1Loss=1.603
[Epoch 0][Batch 3999], Speed: 7.083 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.455,RCNN_SmoothL1=0.193,RPNAcc=0.970,RPNL1Loss=0.461,RCNNAcc=0.898,RCNNL1Loss=1.594
[Epoch 0][Batch 4099], Speed: 7.069 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.454,RCNN_SmoothL1=0.193,RPNAcc=0.970,RPNL1Loss=0.459,RCNNAcc=0.898,RCNNL1Loss=1.586
[Epoch 0][Batch 4199], Speed: 7.056 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.452,RCNN_SmoothL1=0.192,RPNAcc=0.970,RPNL1Loss=0.458,RCNNAcc=0.898,RCNNL1Loss=1.578
[Epoch 0][Batch 4299], Speed: 7.065 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.450,RCNN_SmoothL1=0.192,RPNAcc=0.970,RPNL1Loss=0.457,RCNNAcc=0.898,RCNNL1Loss=1.571
[Epoch 0][Batch 4399], Speed: 7.053 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.448,RCNN_SmoothL1=0.191,RPNAcc=0.970,RPNL1Loss=0.456,RCNNAcc=0.898,RCNNL1Loss=1.564
[Epoch 0][Batch 4499], Speed: 7.072 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.446,RCNN_SmoothL1=0.190,RPNAcc=0.970,RPNL1Loss=0.454,RCNNAcc=0.898,RCNNL1Loss=1.557
[Epoch 0][Batch 4599], Speed: 7.132 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.444,RCNN_SmoothL1=0.190,RPNAcc=0.970,RPNL1Loss=0.453,RCNNAcc=0.898,RCNNL1Loss=1.550
[Epoch 0][Batch 4699], Speed: 7.036 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.443,RCNN_SmoothL1=0.190,RPNAcc=0.971,RPNL1Loss=0.452,RCNNAcc=0.898,RCNNL1Loss=1.543
[Epoch 0][Batch 4799], Speed: 7.016 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.441,RCNN_SmoothL1=0.189,RPNAcc=0.971,RPNL1Loss=0.450,RCNNAcc=0.898,RCNNL1Loss=1.537
[Epoch 0][Batch 4899], Speed: 7.041 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.440,RCNN_SmoothL1=0.189,RPNAcc=0.971,RPNL1Loss=0.449,RCNNAcc=0.898,RCNNL1Loss=1.529
[Epoch 0][Batch 4999], Speed: 7.077 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.438,RCNN_SmoothL1=0.188,RPNAcc=0.971,RPNL1Loss=0.448,RCNNAcc=0.898,RCNNL1Loss=1.523
[Epoch 0][Batch 5099], Speed: 7.103 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.436,RCNN_SmoothL1=0.187,RPNAcc=0.971,RPNL1Loss=0.447,RCNNAcc=0.898,RCNNL1Loss=1.516
[Epoch 0][Batch 5199], Speed: 7.021 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.435,RCNN_SmoothL1=0.187,RPNAcc=0.971,RPNL1Loss=0.446,RCNNAcc=0.898,RCNNL1Loss=1.511
[Epoch 0][Batch 5299], Speed: 7.045 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.433,RCNN_SmoothL1=0.186,RPNAcc=0.971,RPNL1Loss=0.445,RCNNAcc=0.898,RCNNL1Loss=1.505
[Epoch 0][Batch 5399], Speed: 7.111 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.431,RCNN_SmoothL1=0.186,RPNAcc=0.972,RPNL1Loss=0.444,RCNNAcc=0.899,RCNNL1Loss=1.499
[Epoch 0][Batch 5499], Speed: 7.029 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.185,RPNAcc=0.972,RPNL1Loss=0.443,RCNNAcc=0.899,RCNNL1Loss=1.494
[Epoch 0][Batch 5599], Speed: 7.090 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.185,RPNAcc=0.972,RPNL1Loss=0.442,RCNNAcc=0.899,RCNNL1Loss=1.488
[Epoch 0][Batch 5699], Speed: 7.095 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.427,RCNN_SmoothL1=0.184,RPNAcc=0.972,RPNL1Loss=0.441,RCNNAcc=0.899,RCNNL1Loss=1.482
[Epoch 0][Batch 5799], Speed: 7.022 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.184,RPNAcc=0.972,RPNL1Loss=0.440,RCNNAcc=0.899,RCNNL1Loss=1.477
Namespace(batch_size=8, dataset='coco', disable_hybridization=False, epochs=26, gpus='0,1,2,3,4,5,6,7', log_interval=100, lr=0.01, lr_decay=0.1, lr_decay_epoch='17,23', lr_warmup=1000.0, mixup=False, momentum=0.9, network='resnet101_v1d', no_mixup_epochs=20, norm_layer=None, num_workers=8, resume='', save_interval=1, save_prefix='faster_rcnn_fpn_resnet101_v1d_coco', seed=233, start_epoch=0, static_alloc=False, use_fpn=True, val_interval=2, verbose=True, wd=0.0001)
Trainable parameters:
odict_keys(['P2_conv_lat_weight', 'P2_conv_lat_bias', 'resnetv1d_layers2_conv0_weight', 'resnetv1d_layers2_conv1_weight', 'resnetv1d_layers2_conv2_weight', 'resnetv1d_down2_conv0_weight', 'resnetv1d_layers2_conv3_weight', 'resnetv1d_layers2_conv4_weight', 'resnetv1d_layers2_conv5_weight', 'resnetv1d_layers2_conv6_weight', 'resnetv1d_layers2_conv7_weight', 'resnetv1d_layers2_conv8_weight', 'resnetv1d_layers2_conv9_weight', 'resnetv1d_layers2_conv10_weight', 'resnetv1d_layers2_conv11_weight', 'P3_conv_lat_weight', 'P3_conv_lat_bias', 'resnetv1d_layers3_conv0_weight', 'resnetv1d_layers3_conv1_weight', 'resnetv1d_layers3_conv2_weight', 'resnetv1d_down3_conv0_weight', 'resnetv1d_layers3_conv3_weight', 'resnetv1d_layers3_conv4_weight', 'resnetv1d_layers3_conv5_weight', 'resnetv1d_layers3_conv6_weight', 'resnetv1d_layers3_conv7_weight', 'resnetv1d_layers3_conv8_weight', 'resnetv1d_layers3_conv9_weight', 'resnetv1d_layers3_conv10_weight', 'resnetv1d_layers3_conv11_weight', 'resnetv1d_layers3_conv12_weight', 'resnetv1d_layers3_conv13_weight', 'resnetv1d_layers3_conv14_weight', 'resnetv1d_layers3_conv15_weight', 'resnetv1d_layers3_conv16_weight', 'resnetv1d_layers3_conv17_weight', 'resnetv1d_layers3_conv18_weight', 'resnetv1d_layers3_conv19_weight', 'resnetv1d_layers3_conv20_weight', 'resnetv1d_layers3_conv21_weight', 'resnetv1d_layers3_conv22_weight', 'resnetv1d_layers3_conv23_weight', 'resnetv1d_layers3_conv24_weight', 'resnetv1d_layers3_conv25_weight', 'resnetv1d_layers3_conv26_weight', 'resnetv1d_layers3_conv27_weight', 'resnetv1d_layers3_conv28_weight', 'resnetv1d_layers3_conv29_weight', 'resnetv1d_layers3_conv30_weight', 'resnetv1d_layers3_conv31_weight', 'resnetv1d_layers3_conv32_weight', 'resnetv1d_layers3_conv33_weight', 'resnetv1d_layers3_conv34_weight', 'resnetv1d_layers3_conv35_weight', 'resnetv1d_layers3_conv36_weight', 'resnetv1d_layers3_conv37_weight', 'resnetv1d_layers3_conv38_weight', 'resnetv1d_layers3_conv39_weight', 'resnetv1d_layers3_conv40_weight', 'resnetv1d_layers3_conv41_weight', 'resnetv1d_layers3_conv42_weight', 'resnetv1d_layers3_conv43_weight', 'resnetv1d_layers3_conv44_weight', 'resnetv1d_layers3_conv45_weight', 'resnetv1d_layers3_conv46_weight', 'resnetv1d_layers3_conv47_weight', 'resnetv1d_layers3_conv48_weight', 'resnetv1d_layers3_conv49_weight', 'resnetv1d_layers3_conv50_weight', 'resnetv1d_layers3_conv51_weight', 'resnetv1d_layers3_conv52_weight', 'resnetv1d_layers3_conv53_weight', 'resnetv1d_layers3_conv54_weight', 'resnetv1d_layers3_conv55_weight', 'resnetv1d_layers3_conv56_weight', 'resnetv1d_layers3_conv57_weight', 'resnetv1d_layers3_conv58_weight', 'resnetv1d_layers3_conv59_weight', 'resnetv1d_layers3_conv60_weight', 'resnetv1d_layers3_conv61_weight', 'resnetv1d_layers3_conv62_weight', 'resnetv1d_layers3_conv63_weight', 'resnetv1d_layers3_conv64_weight', 'resnetv1d_layers3_conv65_weight', 'resnetv1d_layers3_conv66_weight', 'resnetv1d_layers3_conv67_weight', 'resnetv1d_layers3_conv68_weight', 'P4_conv_lat_weight', 'P4_conv_lat_bias', 'resnetv1d_layers4_conv0_weight', 'resnetv1d_layers4_conv1_weight', 'resnetv1d_layers4_conv2_weight', 'resnetv1d_down4_conv0_weight', 'resnetv1d_layers4_conv3_weight', 'resnetv1d_layers4_conv4_weight', 'resnetv1d_layers4_conv5_weight', 'resnetv1d_layers4_conv6_weight', 'resnetv1d_layers4_conv7_weight', 'resnetv1d_layers4_conv8_weight', 'P5_conv_lat_weight', 'P5_conv_lat_bias', 'P2_conv1_weight', 'P2_conv1_bias', 'P3_conv1_weight', 'P3_conv1_bias', 'P4_conv1_weight', 'P4_conv1_bias', 'P5_conv1_weight', 'P5_conv1_bias', 'P6_conv1_weight', 'P6_conv1_bias', 'dense0_weight', 'dense0_bias', 'dense1_weight', 'dense1_bias', 'fasterrcnn0_dense0_weight', 'fasterrcnn0_dense0_bias', 'fasterrcnn0_dense1_weight', 'fasterrcnn0_dense1_bias', 'fasterrcnn0_rpn0_rpnanchorgenerator0_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator1_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator2_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator3_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator4_anchor_', 'fasterrcnn0_rpn0_rpnhead0_conv0_weight', 'fasterrcnn0_rpn0_rpnhead0_conv0_bias', 'fasterrcnn0_rpn0_rpnhead0_conv1_weight', 'fasterrcnn0_rpn0_rpnhead0_conv1_bias', 'fasterrcnn0_rpn0_rpnhead0_conv2_weight', 'fasterrcnn0_rpn0_rpnhead0_conv2_bias'])
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.003333333333333333
[Epoch 0][Batch 99], Speed: 6.325 samples/sec, RPN_Conf=0.235,RPN_SmoothL1=0.079,RCNN_CrossEntropy=0.508,RCNN_SmoothL1=0.128,RPNAcc=0.893,RPNL1Loss=0.662,RCNNAcc=0.930,RCNNL1Loss=2.123
[Epoch 0 Iteration 100] Set learning rate to 0.004
[Epoch 0][Batch 199], Speed: 7.088 samples/sec, RPN_Conf=0.184,RPN_SmoothL1=0.076,RCNN_CrossEntropy=0.498,RCNN_SmoothL1=0.150,RPNAcc=0.919,RPNL1Loss=0.627,RCNNAcc=0.927,RCNNL1Loss=2.194
[Epoch 0 Iteration 200] Set learning rate to 0.004666666666666667
[Epoch 0][Batch 299], Speed: 7.112 samples/sec, RPN_Conf=0.160,RPN_SmoothL1=0.072,RCNN_CrossEntropy=0.513,RCNN_SmoothL1=0.170,RPNAcc=0.931,RPNL1Loss=0.606,RCNNAcc=0.921,RCNNL1Loss=2.239
[Epoch 0 Iteration 300] Set learning rate to 0.005333333333333333
[Epoch 0][Batch 399], Speed: 7.095 samples/sec, RPN_Conf=0.145,RPN_SmoothL1=0.071,RCNN_CrossEntropy=0.526,RCNN_SmoothL1=0.187,RPNAcc=0.939,RPNL1Loss=0.593,RCNNAcc=0.916,RCNNL1Loss=2.260
[Epoch 0 Iteration 400] Set learning rate to 0.006
[Epoch 0][Batch 499], Speed: 7.079 samples/sec, RPN_Conf=0.134,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.532,RCNN_SmoothL1=0.197,RPNAcc=0.944,RPNL1Loss=0.578,RCNNAcc=0.912,RCNNL1Loss=2.252
[Epoch 0 Iteration 500] Set learning rate to 0.006666666666666666
[Epoch 0][Batch 599], Speed: 7.139 samples/sec, RPN_Conf=0.127,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.538,RCNN_SmoothL1=0.204,RPNAcc=0.947,RPNL1Loss=0.571,RCNNAcc=0.910,RCNNL1Loss=2.236
[Epoch 0 Iteration 600] Set learning rate to 0.007333333333333333
[Epoch 0][Batch 699], Speed: 7.083 samples/sec, RPN_Conf=0.120,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.540,RCNN_SmoothL1=0.209,RPNAcc=0.950,RPNL1Loss=0.564,RCNNAcc=0.908,RCNNL1Loss=2.215
[Epoch 0 Iteration 700] Set learning rate to 0.008
[Epoch 0][Batch 799], Speed: 7.105 samples/sec, RPN_Conf=0.116,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.543,RCNN_SmoothL1=0.213,RPNAcc=0.952,RPNL1Loss=0.557,RCNNAcc=0.906,RCNNL1Loss=2.193
[Epoch 0 Iteration 800] Set learning rate to 0.008666666666666668
[Epoch 0][Batch 899], Speed: 7.067 samples/sec, RPN_Conf=0.112,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.543,RCNN_SmoothL1=0.215,RPNAcc=0.954,RPNL1Loss=0.551,RCNNAcc=0.905,RCNNL1Loss=2.168
[Epoch 0 Iteration 900] Set learning rate to 0.009333333333333334
[Epoch 0][Batch 999], Speed: 7.059 samples/sec, RPN_Conf=0.108,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.541,RCNN_SmoothL1=0.216,RPNAcc=0.956,RPNL1Loss=0.545,RCNNAcc=0.904,RCNNL1Loss=2.138
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 7.085 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.540,RCNN_SmoothL1=0.216,RPNAcc=0.957,RPNL1Loss=0.539,RCNNAcc=0.903,RCNNL1Loss=2.109
[Epoch 0][Batch 1199], Speed: 7.068 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.540,RCNN_SmoothL1=0.218,RPNAcc=0.958,RPNL1Loss=0.532,RCNNAcc=0.901,RCNNL1Loss=2.078
[Epoch 0][Batch 1299], Speed: 7.023 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.537,RCNN_SmoothL1=0.218,RPNAcc=0.959,RPNL1Loss=0.527,RCNNAcc=0.901,RCNNL1Loss=2.048
[Epoch 0][Batch 1399], Speed: 7.145 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.534,RCNN_SmoothL1=0.217,RPNAcc=0.960,RPNL1Loss=0.523,RCNNAcc=0.900,RCNNL1Loss=2.019
[Epoch 0][Batch 1499], Speed: 7.092 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.531,RCNN_SmoothL1=0.216,RPNAcc=0.960,RPNL1Loss=0.519,RCNNAcc=0.899,RCNNL1Loss=1.990
[Epoch 0][Batch 1599], Speed: 7.067 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.527,RCNN_SmoothL1=0.215,RPNAcc=0.961,RPNL1Loss=0.515,RCNNAcc=0.899,RCNNL1Loss=1.963
[Epoch 0][Batch 1699], Speed: 7.113 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.523,RCNN_SmoothL1=0.214,RPNAcc=0.962,RPNL1Loss=0.511,RCNNAcc=0.899,RCNNL1Loss=1.939
[Epoch 0][Batch 1799], Speed: 7.062 samples/sec, RPN_Conf=0.093,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.518,RCNN_SmoothL1=0.212,RPNAcc=0.963,RPNL1Loss=0.508,RCNNAcc=0.899,RCNNL1Loss=1.914
[Epoch 0][Batch 1899], Speed: 7.036 samples/sec, RPN_Conf=0.092,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.515,RCNN_SmoothL1=0.211,RPNAcc=0.963,RPNL1Loss=0.505,RCNNAcc=0.899,RCNNL1Loss=1.891
[Epoch 0][Batch 1999], Speed: 7.091 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.512,RCNN_SmoothL1=0.210,RPNAcc=0.964,RPNL1Loss=0.502,RCNNAcc=0.898,RCNNL1Loss=1.868
[Epoch 0][Batch 2099], Speed: 7.080 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.508,RCNN_SmoothL1=0.209,RPNAcc=0.964,RPNL1Loss=0.498,RCNNAcc=0.898,RCNNL1Loss=1.847
[Epoch 0][Batch 2199], Speed: 7.067 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.505,RCNN_SmoothL1=0.208,RPNAcc=0.964,RPNL1Loss=0.496,RCNNAcc=0.898,RCNNL1Loss=1.827
[Epoch 0][Batch 2299], Speed: 7.040 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.502,RCNN_SmoothL1=0.206,RPNAcc=0.965,RPNL1Loss=0.494,RCNNAcc=0.898,RCNNL1Loss=1.809
[Epoch 0][Batch 2399], Speed: 7.063 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.499,RCNN_SmoothL1=0.205,RPNAcc=0.965,RPNL1Loss=0.491,RCNNAcc=0.898,RCNNL1Loss=1.791
[Epoch 0][Batch 2499], Speed: 7.099 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.495,RCNN_SmoothL1=0.204,RPNAcc=0.966,RPNL1Loss=0.488,RCNNAcc=0.898,RCNNL1Loss=1.775
[Epoch 0][Batch 2599], Speed: 7.088 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.492,RCNN_SmoothL1=0.203,RPNAcc=0.966,RPNL1Loss=0.487,RCNNAcc=0.898,RCNNL1Loss=1.760
[Epoch 0][Batch 2699], Speed: 6.999 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.489,RCNN_SmoothL1=0.202,RPNAcc=0.966,RPNL1Loss=0.484,RCNNAcc=0.898,RCNNL1Loss=1.744
[Epoch 0][Batch 2799], Speed: 6.998 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.486,RCNN_SmoothL1=0.201,RPNAcc=0.967,RPNL1Loss=0.482,RCNNAcc=0.898,RCNNL1Loss=1.730
[Epoch 0][Batch 2899], Speed: 7.127 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.483,RCNN_SmoothL1=0.201,RPNAcc=0.967,RPNL1Loss=0.479,RCNNAcc=0.898,RCNNL1Loss=1.717
[Epoch 0][Batch 2999], Speed: 7.060 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.480,RCNN_SmoothL1=0.200,RPNAcc=0.967,RPNL1Loss=0.478,RCNNAcc=0.898,RCNNL1Loss=1.704
[Epoch 0][Batch 3099], Speed: 7.024 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.477,RCNN_SmoothL1=0.199,RPNAcc=0.968,RPNL1Loss=0.476,RCNNAcc=0.898,RCNNL1Loss=1.691
[Epoch 0][Batch 3199], Speed: 7.034 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.475,RCNN_SmoothL1=0.198,RPNAcc=0.968,RPNL1Loss=0.473,RCNNAcc=0.898,RCNNL1Loss=1.678
[Epoch 0][Batch 3299], Speed: 7.154 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.473,RCNN_SmoothL1=0.198,RPNAcc=0.968,RPNL1Loss=0.471,RCNNAcc=0.898,RCNNL1Loss=1.666
[Epoch 0][Batch 3399], Speed: 6.942 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.470,RCNN_SmoothL1=0.197,RPNAcc=0.968,RPNL1Loss=0.469,RCNNAcc=0.898,RCNNL1Loss=1.655
[Epoch 0][Batch 3499], Speed: 7.049 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.467,RCNN_SmoothL1=0.196,RPNAcc=0.969,RPNL1Loss=0.467,RCNNAcc=0.898,RCNNL1Loss=1.644
[Epoch 0][Batch 3599], Speed: 7.056 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.466,RCNN_SmoothL1=0.196,RPNAcc=0.969,RPNL1Loss=0.465,RCNNAcc=0.898,RCNNL1Loss=1.633
[Epoch 0][Batch 3699], Speed: 7.061 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.464,RCNN_SmoothL1=0.195,RPNAcc=0.969,RPNL1Loss=0.464,RCNNAcc=0.898,RCNNL1Loss=1.623
[Epoch 0][Batch 3799], Speed: 7.101 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.462,RCNN_SmoothL1=0.194,RPNAcc=0.969,RPNL1Loss=0.462,RCNNAcc=0.898,RCNNL1Loss=1.613
[Epoch 0][Batch 3899], Speed: 7.018 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.459,RCNN_SmoothL1=0.193,RPNAcc=0.969,RPNL1Loss=0.461,RCNNAcc=0.898,RCNNL1Loss=1.603
[Epoch 0][Batch 3999], Speed: 7.071 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.457,RCNN_SmoothL1=0.193,RPNAcc=0.970,RPNL1Loss=0.459,RCNNAcc=0.898,RCNNL1Loss=1.594
[Epoch 0][Batch 4099], Speed: 7.018 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.455,RCNN_SmoothL1=0.192,RPNAcc=0.970,RPNL1Loss=0.458,RCNNAcc=0.898,RCNNL1Loss=1.586
[Epoch 0][Batch 4199], Speed: 7.007 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.453,RCNN_SmoothL1=0.192,RPNAcc=0.970,RPNL1Loss=0.457,RCNNAcc=0.898,RCNNL1Loss=1.578
[Epoch 0][Batch 4299], Speed: 7.006 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.451,RCNN_SmoothL1=0.191,RPNAcc=0.970,RPNL1Loss=0.456,RCNNAcc=0.898,RCNNL1Loss=1.571
[Epoch 0][Batch 4399], Speed: 7.023 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.449,RCNN_SmoothL1=0.190,RPNAcc=0.970,RPNL1Loss=0.454,RCNNAcc=0.898,RCNNL1Loss=1.564
[Epoch 0][Batch 4499], Speed: 6.998 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.447,RCNN_SmoothL1=0.190,RPNAcc=0.970,RPNL1Loss=0.453,RCNNAcc=0.898,RCNNL1Loss=1.556
[Epoch 0][Batch 4599], Speed: 7.064 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.446,RCNN_SmoothL1=0.190,RPNAcc=0.971,RPNL1Loss=0.452,RCNNAcc=0.898,RCNNL1Loss=1.549
[Epoch 0][Batch 4699], Speed: 7.081 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.444,RCNN_SmoothL1=0.189,RPNAcc=0.971,RPNL1Loss=0.451,RCNNAcc=0.898,RCNNL1Loss=1.542
[Epoch 0][Batch 4799], Speed: 7.053 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.443,RCNN_SmoothL1=0.189,RPNAcc=0.971,RPNL1Loss=0.449,RCNNAcc=0.898,RCNNL1Loss=1.535
[Epoch 0][Batch 4899], Speed: 7.021 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.441,RCNN_SmoothL1=0.188,RPNAcc=0.971,RPNL1Loss=0.448,RCNNAcc=0.898,RCNNL1Loss=1.528
[Epoch 0][Batch 4999], Speed: 7.068 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.439,RCNN_SmoothL1=0.188,RPNAcc=0.971,RPNL1Loss=0.447,RCNNAcc=0.898,RCNNL1Loss=1.521
[Epoch 0][Batch 5099], Speed: 7.112 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.437,RCNN_SmoothL1=0.187,RPNAcc=0.971,RPNL1Loss=0.445,RCNNAcc=0.898,RCNNL1Loss=1.514
[Epoch 0][Batch 5199], Speed: 7.041 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.436,RCNN_SmoothL1=0.186,RPNAcc=0.971,RPNL1Loss=0.445,RCNNAcc=0.899,RCNNL1Loss=1.508
[Epoch 0][Batch 5299], Speed: 7.098 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.434,RCNN_SmoothL1=0.186,RPNAcc=0.972,RPNL1Loss=0.444,RCNNAcc=0.899,RCNNL1Loss=1.503
[Epoch 0][Batch 5399], Speed: 7.005 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.432,RCNN_SmoothL1=0.185,RPNAcc=0.972,RPNL1Loss=0.443,RCNNAcc=0.899,RCNNL1Loss=1.498
[Epoch 0][Batch 5499], Speed: 7.070 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.431,RCNN_SmoothL1=0.185,RPNAcc=0.972,RPNL1Loss=0.442,RCNNAcc=0.899,RCNNL1Loss=1.492
[Epoch 0][Batch 5599], Speed: 7.012 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.184,RPNAcc=0.972,RPNL1Loss=0.441,RCNNAcc=0.899,RCNNL1Loss=1.486
[Epoch 0][Batch 5699], Speed: 7.050 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.428,RCNN_SmoothL1=0.184,RPNAcc=0.972,RPNL1Loss=0.440,RCNNAcc=0.899,RCNNL1Loss=1.480
[Epoch 0][Batch 5799], Speed: 7.030 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.427,RCNN_SmoothL1=0.184,RPNAcc=0.972,RPNL1Loss=0.439,RCNNAcc=0.899,RCNNL1Loss=1.475
[Epoch 0][Batch 5899], Speed: 7.109 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.183,RPNAcc=0.972,RPNL1Loss=0.438,RCNNAcc=0.899,RCNNL1Loss=1.470
[Epoch 0][Batch 5999], Speed: 7.012 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.183,RPNAcc=0.972,RPNL1Loss=0.437,RCNNAcc=0.899,RCNNL1Loss=1.465
[Epoch 0][Batch 6099], Speed: 7.060 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.423,RCNN_SmoothL1=0.183,RPNAcc=0.972,RPNL1Loss=0.436,RCNNAcc=0.899,RCNNL1Loss=1.460
[Epoch 0][Batch 6199], Speed: 6.989 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.182,RPNAcc=0.973,RPNL1Loss=0.435,RCNNAcc=0.899,RCNNL1Loss=1.455
[Epoch 0][Batch 6299], Speed: 7.025 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.182,RPNAcc=0.973,RPNL1Loss=0.434,RCNNAcc=0.899,RCNNL1Loss=1.451
[Epoch 0][Batch 6399], Speed: 7.039 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.181,RPNAcc=0.973,RPNL1Loss=0.434,RCNNAcc=0.899,RCNNL1Loss=1.446
[Epoch 0][Batch 6499], Speed: 7.042 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.418,RCNN_SmoothL1=0.181,RPNAcc=0.973,RPNL1Loss=0.433,RCNNAcc=0.900,RCNNL1Loss=1.442
[Epoch 0][Batch 6599], Speed: 7.041 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.417,RCNN_SmoothL1=0.181,RPNAcc=0.973,RPNL1Loss=0.432,RCNNAcc=0.900,RCNNL1Loss=1.437
[Epoch 0][Batch 6699], Speed: 6.984 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.416,RCNN_SmoothL1=0.180,RPNAcc=0.973,RPNL1Loss=0.431,RCNNAcc=0.900,RCNNL1Loss=1.433
[Epoch 0][Batch 6799], Speed: 7.065 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.415,RCNN_SmoothL1=0.180,RPNAcc=0.973,RPNL1Loss=0.430,RCNNAcc=0.900,RCNNL1Loss=1.429
[Epoch 0][Batch 6899], Speed: 7.009 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.413,RCNN_SmoothL1=0.180,RPNAcc=0.973,RPNL1Loss=0.429,RCNNAcc=0.900,RCNNL1Loss=1.424
[Epoch 0][Batch 6999], Speed: 7.027 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.412,RCNN_SmoothL1=0.179,RPNAcc=0.973,RPNL1Loss=0.429,RCNNAcc=0.900,RCNNL1Loss=1.420
[Epoch 0][Batch 7099], Speed: 7.090 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.411,RCNN_SmoothL1=0.179,RPNAcc=0.973,RPNL1Loss=0.428,RCNNAcc=0.900,RCNNL1Loss=1.416
[Epoch 0][Batch 7199], Speed: 7.081 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.410,RCNN_SmoothL1=0.179,RPNAcc=0.974,RPNL1Loss=0.427,RCNNAcc=0.900,RCNNL1Loss=1.413
[Epoch 0][Batch 7299], Speed: 7.078 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.409,RCNN_SmoothL1=0.178,RPNAcc=0.974,RPNL1Loss=0.426,RCNNAcc=0.900,RCNNL1Loss=1.409
[Epoch 0][Batch 7399], Speed: 7.028 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.178,RPNAcc=0.974,RPNL1Loss=0.426,RCNNAcc=0.900,RCNNL1Loss=1.406
[Epoch 0][Batch 7499], Speed: 7.034 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.407,RCNN_SmoothL1=0.178,RPNAcc=0.974,RPNL1Loss=0.425,RCNNAcc=0.900,RCNNL1Loss=1.402
[Epoch 0][Batch 7599], Speed: 6.950 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.406,RCNN_SmoothL1=0.177,RPNAcc=0.974,RPNL1Loss=0.424,RCNNAcc=0.900,RCNNL1Loss=1.398
[Epoch 0][Batch 7699], Speed: 6.966 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.405,RCNN_SmoothL1=0.177,RPNAcc=0.974,RPNL1Loss=0.423,RCNNAcc=0.900,RCNNL1Loss=1.394
[Epoch 0][Batch 7799], Speed: 7.076 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.404,RCNN_SmoothL1=0.177,RPNAcc=0.974,RPNL1Loss=0.423,RCNNAcc=0.901,RCNNL1Loss=1.390
[Epoch 0][Batch 7899], Speed: 7.046 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.403,RCNN_SmoothL1=0.176,RPNAcc=0.974,RPNL1Loss=0.422,RCNNAcc=0.901,RCNNL1Loss=1.387
[Epoch 0][Batch 7999], Speed: 7.060 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.402,RCNN_SmoothL1=0.176,RPNAcc=0.974,RPNL1Loss=0.421,RCNNAcc=0.901,RCNNL1Loss=1.383
[Epoch 0][Batch 8099], Speed: 7.043 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.401,RCNN_SmoothL1=0.176,RPNAcc=0.974,RPNL1Loss=0.420,RCNNAcc=0.901,RCNNL1Loss=1.380
[Epoch 0][Batch 8199], Speed: 6.997 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.400,RCNN_SmoothL1=0.176,RPNAcc=0.974,RPNL1Loss=0.420,RCNNAcc=0.901,RCNNL1Loss=1.376
[Epoch 0][Batch 8299], Speed: 7.023 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.399,RCNN_SmoothL1=0.175,RPNAcc=0.974,RPNL1Loss=0.419,RCNNAcc=0.901,RCNNL1Loss=1.373
[Epoch 0][Batch 8399], Speed: 7.032 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.398,RCNN_SmoothL1=0.175,RPNAcc=0.974,RPNL1Loss=0.419,RCNNAcc=0.901,RCNNL1Loss=1.370
[Epoch 0][Batch 8499], Speed: 7.086 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.398,RCNN_SmoothL1=0.175,RPNAcc=0.974,RPNL1Loss=0.418,RCNNAcc=0.901,RCNNL1Loss=1.367
[Epoch 0][Batch 8599], Speed: 7.087 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.397,RCNN_SmoothL1=0.174,RPNAcc=0.975,RPNL1Loss=0.417,RCNNAcc=0.901,RCNNL1Loss=1.364
[Epoch 0][Batch 8699], Speed: 7.032 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.396,RCNN_SmoothL1=0.174,RPNAcc=0.975,RPNL1Loss=0.417,RCNNAcc=0.901,RCNNL1Loss=1.361
[Epoch 0][Batch 8799], Speed: 7.026 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.396,RCNN_SmoothL1=0.174,RPNAcc=0.975,RPNL1Loss=0.416,RCNNAcc=0.901,RCNNL1Loss=1.358
[Epoch 0][Batch 8899], Speed: 7.081 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.395,RCNN_SmoothL1=0.174,RPNAcc=0.975,RPNL1Loss=0.416,RCNNAcc=0.901,RCNNL1Loss=1.355
[Epoch 0][Batch 8999], Speed: 7.006 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.394,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.415,RCNNAcc=0.901,RCNNL1Loss=1.353
[Epoch 0][Batch 9099], Speed: 7.019 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.393,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.415,RCNNAcc=0.901,RCNNL1Loss=1.350
[Epoch 0][Batch 9199], Speed: 7.014 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.392,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.414,RCNNAcc=0.901,RCNNL1Loss=1.347
[Epoch 0][Batch 9299], Speed: 7.037 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.392,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.414,RCNNAcc=0.902,RCNNL1Loss=1.344
[Epoch 0][Batch 9399], Speed: 7.031 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.391,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.413,RCNNAcc=0.902,RCNNL1Loss=1.341
[Epoch 0][Batch 9499], Speed: 7.054 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.172,RPNAcc=0.975,RPNL1Loss=0.412,RCNNAcc=0.902,RCNNL1Loss=1.339
[Epoch 0][Batch 9599], Speed: 7.102 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.172,RPNAcc=0.975,RPNL1Loss=0.412,RCNNAcc=0.902,RCNNL1Loss=1.336
[Epoch 0][Batch 9699], Speed: 7.084 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.172,RPNAcc=0.975,RPNL1Loss=0.411,RCNNAcc=0.902,RCNNL1Loss=1.334
[Epoch 0][Batch 9799], Speed: 7.074 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.172,RPNAcc=0.975,RPNL1Loss=0.411,RCNNAcc=0.902,RCNNL1Loss=1.331
[Epoch 0][Batch 9899], Speed: 7.111 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.171,RPNAcc=0.975,RPNL1Loss=0.410,RCNNAcc=0.902,RCNNL1Loss=1.329
[Epoch 0][Batch 9999], Speed: 7.104 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.171,RPNAcc=0.975,RPNL1Loss=0.410,RCNNAcc=0.902,RCNNL1Loss=1.327
[Epoch 0][Batch 10099], Speed: 7.052 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.171,RPNAcc=0.975,RPNL1Loss=0.409,RCNNAcc=0.902,RCNNL1Loss=1.324
[Epoch 0][Batch 10199], Speed: 7.035 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.385,RCNN_SmoothL1=0.171,RPNAcc=0.975,RPNL1Loss=0.409,RCNNAcc=0.902,RCNNL1Loss=1.321
[Epoch 0][Batch 10299], Speed: 7.061 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.385,RCNN_SmoothL1=0.171,RPNAcc=0.976,RPNL1Loss=0.408,RCNNAcc=0.902,RCNNL1Loss=1.319
[Epoch 0][Batch 10399], Speed: 7.053 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.384,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.408,RCNNAcc=0.902,RCNNL1Loss=1.317
[Epoch 0][Batch 10499], Speed: 7.118 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.407,RCNNAcc=0.902,RCNNL1Loss=1.314
[Epoch 0][Batch 10599], Speed: 7.085 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.407,RCNNAcc=0.902,RCNNL1Loss=1.312
[Epoch 0][Batch 10699], Speed: 7.081 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.382,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.406,RCNNAcc=0.902,RCNNL1Loss=1.310
[Epoch 0][Batch 10799], Speed: 7.017 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.381,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.406,RCNNAcc=0.902,RCNNL1Loss=1.308
[Epoch 0][Batch 10899], Speed: 7.094 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.381,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.405,RCNNAcc=0.902,RCNNL1Loss=1.305
[Epoch 0][Batch 10999], Speed: 7.004 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.380,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.405,RCNNAcc=0.903,RCNNL1Loss=1.303
[Epoch 0][Batch 11099], Speed: 7.043 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.380,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.404,RCNNAcc=0.903,RCNNL1Loss=1.301
[Epoch 0][Batch 11199], Speed: 7.108 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.379,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.404,RCNNAcc=0.903,RCNNL1Loss=1.299
[Epoch 0][Batch 11299], Speed: 7.074 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.378,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.404,RCNNAcc=0.903,RCNNL1Loss=1.297
[Epoch 0][Batch 11399], Speed: 7.071 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.378,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.403,RCNNAcc=0.903,RCNNL1Loss=1.295
[Epoch 0][Batch 11499], Speed: 7.020 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.377,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.403,RCNNAcc=0.903,RCNNL1Loss=1.292
[Epoch 0][Batch 11599], Speed: 7.034 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.377,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.402,RCNNAcc=0.903,RCNNL1Loss=1.290
[Epoch 0][Batch 11699], Speed: 7.091 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.402,RCNNAcc=0.903,RCNNL1Loss=1.288
[Epoch 0][Batch 11799], Speed: 6.991 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.903,RCNNL1Loss=1.286
[Epoch 0][Batch 11899], Speed: 7.046 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.375,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.903,RCNNL1Loss=1.284
[Epoch 0][Batch 11999], Speed: 7.086 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.375,RCNN_SmoothL1=0.167,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.903,RCNNL1Loss=1.282
[Epoch 0][Batch 12099], Speed: 7.035 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.167,RPNAcc=0.976,RPNL1Loss=0.400,RCNNAcc=0.903,RCNNL1Loss=1.281
[Epoch 0][Batch 12199], Speed: 7.059 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.167,RPNAcc=0.976,RPNL1Loss=0.400,RCNNAcc=0.903,RCNNL1Loss=1.279
[Epoch 0][Batch 12299], Speed: 7.045 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.373,RCNN_SmoothL1=0.167,RPNAcc=0.976,RPNL1Loss=0.399,RCNNAcc=0.903,RCNNL1Loss=1.277
[Epoch 0][Batch 12399], Speed: 7.078 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.373,RCNN_SmoothL1=0.167,RPNAcc=0.976,RPNL1Loss=0.399,RCNNAcc=0.903,RCNNL1Loss=1.275
[Epoch 0][Batch 12499], Speed: 7.059 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.372,RCNN_SmoothL1=0.167,RPNAcc=0.977,RPNL1Loss=0.398,RCNNAcc=0.903,RCNNL1Loss=1.273
[Epoch 0][Batch 12599], Speed: 7.107 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.372,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.398,RCNNAcc=0.903,RCNNL1Loss=1.271
[Epoch 0][Batch 12699], Speed: 7.019 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.398,RCNNAcc=0.903,RCNNL1Loss=1.269
[Epoch 0][Batch 12799], Speed: 7.094 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.397,RCNNAcc=0.904,RCNNL1Loss=1.268
[Epoch 0][Batch 12899], Speed: 7.088 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.397,RCNNAcc=0.904,RCNNL1Loss=1.266
[Epoch 0][Batch 12999], Speed: 7.045 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.396,RCNNAcc=0.904,RCNNL1Loss=1.264
[Epoch 0][Batch 13099], Speed: 7.020 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.396,RCNNAcc=0.904,RCNNL1Loss=1.263
[Epoch 0][Batch 13199], Speed: 7.087 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.396,RCNNAcc=0.904,RCNNL1Loss=1.261
[Epoch 0][Batch 13299], Speed: 7.081 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.904,RCNNL1Loss=1.259
[Epoch 0][Batch 13399], Speed: 7.095 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.904,RCNNL1Loss=1.258
[Epoch 0][Batch 13499], Speed: 7.019 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.904,RCNNL1Loss=1.256
[Epoch 0][Batch 13599], Speed: 7.043 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.904,RCNNL1Loss=1.254
[Epoch 0][Batch 13699], Speed: 7.001 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.904,RCNNL1Loss=1.253
[Epoch 0][Batch 13799], Speed: 7.075 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.904,RCNNL1Loss=1.251
[Epoch 0][Batch 13899], Speed: 7.053 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.904,RCNNL1Loss=1.250
[Epoch 0][Batch 13999], Speed: 7.043 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.904,RCNNL1Loss=1.248
[Epoch 0][Batch 14099], Speed: 7.064 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.904,RCNNL1Loss=1.246
[Epoch 0][Batch 14199], Speed: 7.094 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.904,RCNNL1Loss=1.245
[Epoch 0][Batch 14299], Speed: 7.072 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.904,RCNNL1Loss=1.244
[Epoch 0][Batch 14399], Speed: 7.017 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.904,RCNNL1Loss=1.242
[Epoch 0][Batch 14499], Speed: 7.033 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.362,RCNN_SmoothL1=0.163,RPNAcc=0.977,RPNL1Loss=0.391,RCNNAcc=0.904,RCNNL1Loss=1.241
[Epoch 0][Batch 14599], Speed: 7.111 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.362,RCNN_SmoothL1=0.163,RPNAcc=0.977,RPNL1Loss=0.391,RCNNAcc=0.905,RCNNL1Loss=1.240
[Epoch 0] Training cost: 16633.418, RPN_Conf=0.059,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.362,RCNN_SmoothL1=0.163
[Epoch 0] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0000_0.0000.params
[Epoch 1][Batch 99], Speed: 6.718 samples/sec, RPN_Conf=0.047,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.291,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.391,RCNNAcc=0.905,RCNNL1Loss=1.237
[Epoch 1][Batch 199], Speed: 7.060 samples/sec, RPN_Conf=0.048,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.292,RCNN_SmoothL1=0.144,RPNAcc=0.977,RPNL1Loss=0.390,RCNNAcc=0.905,RCNNL1Loss=1.235
[Epoch 1][Batch 299], Speed: 7.038 samples/sec, RPN_Conf=0.048,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.293,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.390,RCNNAcc=0.905,RCNNL1Loss=1.234
[Epoch 1][Batch 399], Speed: 7.074 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.141,RPNAcc=0.977,RPNL1Loss=0.389,RCNNAcc=0.905,RCNNL1Loss=1.232
[Epoch 1][Batch 499], Speed: 7.062 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.139,RPNAcc=0.977,RPNL1Loss=0.389,RCNNAcc=0.905,RCNNL1Loss=1.230
[Epoch 1][Batch 599], Speed: 7.083 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.389,RCNNAcc=0.905,RCNNL1Loss=1.229
[Epoch 1][Batch 699], Speed: 7.034 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.388,RCNNAcc=0.905,RCNNL1Loss=1.228
[Epoch 1][Batch 799], Speed: 7.033 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.388,RCNNAcc=0.905,RCNNL1Loss=1.226
[Epoch 1][Batch 899], Speed: 7.000 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.388,RCNNAcc=0.905,RCNNL1Loss=1.225
[Epoch 1][Batch 999], Speed: 7.051 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.387,RCNNAcc=0.905,RCNNL1Loss=1.223
[Epoch 1][Batch 1099], Speed: 7.096 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.387,RCNNAcc=0.905,RCNNL1Loss=1.222
[Epoch 1][Batch 1199], Speed: 7.070 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.387,RCNNAcc=0.905,RCNNL1Loss=1.220
[Epoch 1][Batch 1299], Speed: 7.108 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.905,RCNNL1Loss=1.219
[Epoch 1][Batch 1399], Speed: 7.045 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.905,RCNNL1Loss=1.217
[Epoch 1][Batch 1499], Speed: 7.069 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.905,RCNNL1Loss=1.216
[Epoch 1][Batch 1599], Speed: 7.050 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.215
[Epoch 1][Batch 1699], Speed: 7.099 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.905,RCNNL1Loss=1.213
[Epoch 1][Batch 1799], Speed: 7.117 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.906,RCNNL1Loss=1.212
[Epoch 1][Batch 1899], Speed: 7.006 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.906,RCNNL1Loss=1.211
[Epoch 1][Batch 1999], Speed: 6.997 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.906,RCNNL1Loss=1.209
[Epoch 1][Batch 2099], Speed: 7.043 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.906,RCNNL1Loss=1.208
[Epoch 1][Batch 2199], Speed: 7.053 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.906,RCNNL1Loss=1.206
[Epoch 1][Batch 2299], Speed: 7.042 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.906,RCNNL1Loss=1.205
[Epoch 1][Batch 2399], Speed: 7.055 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.906,RCNNL1Loss=1.204
[Epoch 1][Batch 2499], Speed: 7.008 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.906,RCNNL1Loss=1.203
[Epoch 1][Batch 2599], Speed: 7.063 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.906,RCNNL1Loss=1.201
[Epoch 1][Batch 2699], Speed: 7.012 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.906,RCNNL1Loss=1.200
[Epoch 1][Batch 2799], Speed: 7.016 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.906,RCNNL1Loss=1.198
[Epoch 1][Batch 2899], Speed: 7.003 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.906,RCNNL1Loss=1.197
[Epoch 1][Batch 2999], Speed: 7.043 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.906,RCNNL1Loss=1.196
[Epoch 1][Batch 3099], Speed: 7.092 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.906,RCNNL1Loss=1.195
[Epoch 1][Batch 3199], Speed: 7.031 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.906,RCNNL1Loss=1.193
[Epoch 1][Batch 3299], Speed: 7.063 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.192
[Epoch 1][Batch 3399], Speed: 7.074 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.191
[Epoch 1][Batch 3499], Speed: 7.042 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.190
[Epoch 1][Batch 3599], Speed: 7.000 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.906,RCNNL1Loss=1.189
[Epoch 1][Batch 3699], Speed: 7.013 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.379,RCNNAcc=0.906,RCNNL1Loss=1.188
[Epoch 1][Batch 3799], Speed: 7.048 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.187
[Epoch 1][Batch 3899], Speed: 7.032 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.185
[Epoch 1][Batch 3999], Speed: 7.060 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.184
[Epoch 1][Batch 4099], Speed: 6.974 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.183
[Epoch 1][Batch 4199], Speed: 7.053 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.182
[Epoch 1][Batch 4299], Speed: 7.064 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.181
[Epoch 1][Batch 4399], Speed: 7.074 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.907,RCNNL1Loss=1.180
[Epoch 1][Batch 4499], Speed: 7.037 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.907,RCNNL1Loss=1.178
[Epoch 1][Batch 4599], Speed: 7.090 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.907,RCNNL1Loss=1.177
[Epoch 1][Batch 4699], Speed: 7.018 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.907,RCNNL1Loss=1.176
[Epoch 1][Batch 4799], Speed: 7.102 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.907,RCNNL1Loss=1.175
[Epoch 1][Batch 4899], Speed: 7.086 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.907,RCNNL1Loss=1.174
[Epoch 1][Batch 4999], Speed: 7.046 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.907,RCNNL1Loss=1.173
[Epoch 1][Batch 5099], Speed: 7.016 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.907,RCNNL1Loss=1.172
[Epoch 1][Batch 5199], Speed: 7.045 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.907,RCNNL1Loss=1.171
[Epoch 1][Batch 5299], Speed: 7.003 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.907,RCNNL1Loss=1.170
[Epoch 1][Batch 5399], Speed: 7.038 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.907,RCNNL1Loss=1.169
[Epoch 1][Batch 5499], Speed: 7.057 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.907,RCNNL1Loss=1.169
[Epoch 1][Batch 5599], Speed: 6.974 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.168
[Epoch 1][Batch 5699], Speed: 7.049 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.167
[Epoch 1][Batch 5799], Speed: 7.141 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.166
[Epoch 1][Batch 5899], Speed: 7.083 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.164
[Epoch 1][Batch 5999], Speed: 7.087 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.163
[Epoch 1][Batch 6099], Speed: 7.012 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.907,RCNNL1Loss=1.163
[Epoch 1][Batch 6199], Speed: 7.066 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.162
[Epoch 1][Batch 6299], Speed: 7.078 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.161
[Epoch 1][Batch 6399], Speed: 7.023 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.160
[Epoch 1][Batch 6499], Speed: 6.984 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.159
[Epoch 1][Batch 6599], Speed: 6.981 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.158
[Epoch 1][Batch 6699], Speed: 7.026 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.157
[Epoch 1][Batch 6799], Speed: 7.097 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.156
[Epoch 1][Batch 6899], Speed: 6.993 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.155
[Epoch 1][Batch 6999], Speed: 7.064 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.154
[Epoch 1][Batch 7099], Speed: 7.031 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.153
[Epoch 1][Batch 7199], Speed: 7.109 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.152
[Epoch 1][Batch 7299], Speed: 7.093 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.152
[Epoch 1][Batch 7399], Speed: 7.023 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.151
[Epoch 1][Batch 7499], Speed: 7.036 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.150
[Epoch 1][Batch 7599], Speed: 7.052 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.149
[Epoch 1][Batch 7699], Speed: 6.996 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.148
[Epoch 1][Batch 7799], Speed: 6.980 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.148
[Epoch 1][Batch 7899], Speed: 7.017 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.147
[Epoch 1][Batch 7999], Speed: 7.101 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.146
[Epoch 1][Batch 8099], Speed: 7.000 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.145
[Epoch 1][Batch 8199], Speed: 7.087 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.144
[Epoch 1][Batch 8299], Speed: 7.088 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.143
[Epoch 1][Batch 8399], Speed: 7.032 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.143
[Epoch 1][Batch 8499], Speed: 7.027 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.142
[Epoch 1][Batch 8599], Speed: 7.040 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.141
[Epoch 1][Batch 8699], Speed: 7.075 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.140
[Epoch 1][Batch 8799], Speed: 7.015 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.139
[Epoch 1][Batch 8899], Speed: 7.084 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.138
[Epoch 1][Batch 8999], Speed: 6.967 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.908,RCNNL1Loss=1.137
[Epoch 1][Batch 9099], Speed: 7.016 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.137
[Epoch 1][Batch 9199], Speed: 7.006 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.136
[Epoch 1][Batch 9299], Speed: 7.006 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.135
[Epoch 1][Batch 9399], Speed: 7.058 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.134
[Epoch 1][Batch 9499], Speed: 7.032 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.133
[Epoch 1][Batch 9599], Speed: 7.085 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.133
[Epoch 1][Batch 9699], Speed: 7.045 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.132
[Epoch 1][Batch 9799], Speed: 6.995 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.131
[Epoch 1][Batch 9899], Speed: 7.012 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.130
[Epoch 1][Batch 9999], Speed: 7.117 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.130
[Epoch 1][Batch 10099], Speed: 7.022 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.129
[Epoch 1][Batch 10199], Speed: 7.035 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.128
[Epoch 1][Batch 10299], Speed: 7.078 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.128
[Epoch 1][Batch 10399], Speed: 7.014 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.127
[Epoch 1][Batch 10499], Speed: 7.027 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.126
[Epoch 1][Batch 10599], Speed: 7.058 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.125
[Epoch 1][Batch 10699], Speed: 7.021 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.125
[Epoch 1][Batch 10799], Speed: 7.088 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.124
[Epoch 1][Batch 10899], Speed: 7.053 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.123
[Epoch 1][Batch 10999], Speed: 7.096 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.122
[Epoch 1][Batch 11099], Speed: 6.992 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.122
[Epoch 1][Batch 11199], Speed: 7.067 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.121
[Epoch 1][Batch 11299], Speed: 7.067 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.120
[Epoch 1][Batch 11399], Speed: 7.012 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.119
[Epoch 1][Batch 11499], Speed: 7.059 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.119
[Epoch 1][Batch 11599], Speed: 7.036 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.118
[Epoch 1][Batch 11699], Speed: 7.041 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.117
[Epoch 1][Batch 11799], Speed: 7.032 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.117
[Epoch 1][Batch 11899], Speed: 6.981 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.116
[Epoch 1][Batch 11999], Speed: 7.048 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.115
[Epoch 1][Batch 12099], Speed: 7.015 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.115
[Epoch 1][Batch 12199], Speed: 7.025 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.114
[Epoch 1][Batch 12299], Speed: 7.001 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.909,RCNNL1Loss=1.113
[Epoch 1][Batch 12399], Speed: 6.974 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.113
[Epoch 1][Batch 12499], Speed: 6.982 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.112
[Epoch 1][Batch 12599], Speed: 7.000 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.111
[Epoch 1][Batch 12699], Speed: 7.022 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.111
[Epoch 1][Batch 12799], Speed: 6.993 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.110
[Epoch 1][Batch 12899], Speed: 7.042 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.109
[Epoch 1][Batch 12999], Speed: 7.029 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.109
[Epoch 1][Batch 13099], Speed: 6.983 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.108
[Epoch 1][Batch 13199], Speed: 7.030 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.108
[Epoch 1][Batch 13299], Speed: 7.059 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.107
[Epoch 1][Batch 13399], Speed: 7.057 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.106
[Epoch 1][Batch 13499], Speed: 7.051 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.106
[Epoch 1][Batch 13599], Speed: 7.008 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.105
[Epoch 1][Batch 13699], Speed: 6.992 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.105
[Epoch 1][Batch 13799], Speed: 7.005 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.104
[Epoch 1][Batch 13899], Speed: 7.036 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.103
[Epoch 1][Batch 13999], Speed: 6.965 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.103
[Epoch 1][Batch 14099], Speed: 7.080 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.102
[Epoch 1][Batch 14199], Speed: 7.056 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.101
[Epoch 1][Batch 14299], Speed: 6.954 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.101
[Epoch 1][Batch 14399], Speed: 6.968 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.100
[Epoch 1][Batch 14499], Speed: 7.045 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.100
[Epoch 1][Batch 14599], Speed: 7.008 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.099
[Epoch 1] Training cost: 16664.504, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135
[Epoch 1] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.260
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.462
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.268
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.161
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.298
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.318
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.248
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.412
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.436
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.263
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.479
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.531
person=44.6
bicycle=17.4
car=34.8
motorcycle=27.2
airplane=41.4
bus=47.6
train=43.0
truck=20.7
boat=15.8
traffic light=20.0
fire hydrant=51.6
stop sign=54.3
parking meter=19.1
bench=13.5
bird=22.8
cat=45.8
dog=42.1
horse=35.9
sheep=30.9
cow=28.3
elephant=39.4
bear=46.2
zebra=51.9
giraffe=54.5
backpack=9.0
umbrella=22.6
handbag=7.3
tie=18.2
suitcase=16.3
frisbee=50.2
skis=9.7
snowboard=15.2
sports ball=35.1
kite=27.5
baseball bat=13.9
baseball glove=24.9
skateboard=33.2
surfboard=21.7
tennis racket=35.7
bottle=31.4
wine glass=28.9
cup=31.9
fork=12.2
knife=6.8
spoon=7.1
bowl=31.7
banana=13.0
apple=13.8
sandwich=17.1
orange=22.9
broccoli=13.8
carrot=8.9
hot dog=15.4
pizza=33.1
donut=26.4
cake=20.8
chair=16.3
couch=23.6
potted plant=16.0
bed=23.9
dining table=16.8
toilet=37.6
tv=40.8
laptop=41.6
mouse=46.1
remote=17.2
keyboard=30.0
cell phone=21.9
microwave=29.7
oven=17.4
toaster=14.0
sink=23.6
refrigerator=27.8
book=7.1
clock=44.5
vase=22.5
scissors=4.1
teddy bear=31.0
hair drier=0.0
toothbrush=5.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=26.0
[Epoch 1] mAP 26.0 higher than current best [0] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 1] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0001_26.0000.params
[Epoch 2][Batch 99], Speed: 6.617 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.262,RCNN_SmoothL1=0.134,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.098
[Epoch 2][Batch 199], Speed: 7.016 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.129,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.098
[Epoch 2][Batch 299], Speed: 7.014 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.097
[Epoch 2][Batch 399], Speed: 7.094 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.096
[Epoch 2][Batch 499], Speed: 7.014 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.130,RPNAcc=0.980,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.095
[Epoch 2][Batch 599], Speed: 6.987 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.095
[Epoch 2][Batch 699], Speed: 7.086 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.094
[Epoch 2][Batch 799], Speed: 6.975 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.094
[Epoch 2][Batch 899], Speed: 7.013 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.093
[Epoch 2][Batch 999], Speed: 7.027 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.092
[Epoch 2][Batch 1099], Speed: 7.083 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.092
[Epoch 2][Batch 1199], Speed: 7.049 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.091
[Epoch 2][Batch 1299], Speed: 7.023 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.910,RCNNL1Loss=1.091
[Epoch 2][Batch 1399], Speed: 7.031 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.090
[Epoch 2][Batch 1499], Speed: 7.119 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.089
[Epoch 2][Batch 1599], Speed: 7.045 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.089
[Epoch 2][Batch 1699], Speed: 7.085 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.088
[Epoch 2][Batch 1799], Speed: 7.057 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.087
[Epoch 2][Batch 1899], Speed: 7.039 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.087
[Epoch 2][Batch 1999], Speed: 7.083 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.086
[Epoch 2][Batch 2099], Speed: 7.025 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.086
[Epoch 2][Batch 2199], Speed: 7.090 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.085
[Epoch 2][Batch 2299], Speed: 7.043 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.084
[Epoch 2][Batch 2399], Speed: 7.053 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.084
[Epoch 2][Batch 2499], Speed: 6.999 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.083
[Epoch 2][Batch 2599], Speed: 7.041 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.083
[Epoch 2][Batch 2699], Speed: 7.014 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.082
[Epoch 2][Batch 2799], Speed: 7.017 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.082
[Epoch 2][Batch 2899], Speed: 7.047 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.081
[Epoch 2][Batch 2999], Speed: 6.980 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.080
[Epoch 2][Batch 3099], Speed: 6.994 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.080
[Epoch 2][Batch 3199], Speed: 6.936 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.079
[Epoch 2][Batch 3299], Speed: 7.060 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.079
[Epoch 2][Batch 3399], Speed: 6.975 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.078
[Epoch 2][Batch 3499], Speed: 7.060 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.078
[Epoch 2][Batch 3599], Speed: 7.018 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.077
[Epoch 2][Batch 3699], Speed: 7.099 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.077
[Epoch 2][Batch 3799], Speed: 7.044 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.076
[Epoch 2][Batch 3899], Speed: 6.996 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.075
[Epoch 2][Batch 3999], Speed: 7.091 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.075
[Epoch 2][Batch 4099], Speed: 7.042 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.074
[Epoch 2][Batch 4199], Speed: 7.025 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.074
[Epoch 2][Batch 4299], Speed: 7.037 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.073
[Epoch 2][Batch 4399], Speed: 7.025 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.073
[Epoch 2][Batch 4499], Speed: 7.105 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.072
[Epoch 2][Batch 4599], Speed: 7.035 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.072
[Epoch 2][Batch 4699], Speed: 6.991 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.071
[Epoch 2][Batch 4799], Speed: 7.061 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.071
[Epoch 2][Batch 4899], Speed: 6.990 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.911,RCNNL1Loss=1.070
[Epoch 2][Batch 4999], Speed: 6.991 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.070
[Epoch 2][Batch 5099], Speed: 7.040 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.069
[Epoch 2][Batch 5199], Speed: 7.089 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.069
[Epoch 2][Batch 5299], Speed: 7.050 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.068
[Epoch 2][Batch 5399], Speed: 7.111 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.068
[Epoch 2][Batch 5499], Speed: 7.018 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.067
[Epoch 2][Batch 5599], Speed: 7.013 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.066
[Epoch 2][Batch 5699], Speed: 7.024 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.066
[Epoch 2][Batch 5799], Speed: 6.994 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.065
[Epoch 2][Batch 5899], Speed: 7.040 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.065
[Epoch 2][Batch 5999], Speed: 7.002 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.064
[Epoch 2][Batch 6099], Speed: 7.057 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.064
[Epoch 2][Batch 6199], Speed: 7.072 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.063
[Epoch 2][Batch 6299], Speed: 7.028 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.063
[Epoch 2][Batch 6399], Speed: 7.030 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.062
[Epoch 2][Batch 6499], Speed: 7.053 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.062
[Epoch 2][Batch 6599], Speed: 7.069 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.061
[Epoch 2][Batch 6699], Speed: 7.000 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.061
[Epoch 2][Batch 6799], Speed: 7.048 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.061
[Epoch 2][Batch 6899], Speed: 7.008 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.060
[Epoch 2][Batch 6999], Speed: 6.996 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.060
[Epoch 2][Batch 7099], Speed: 7.041 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.059
[Epoch 2][Batch 7199], Speed: 7.065 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.059
[Epoch 2][Batch 7299], Speed: 7.035 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.058
[Epoch 2][Batch 7399], Speed: 7.092 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.058
[Epoch 2][Batch 7499], Speed: 6.961 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.057
[Epoch 2][Batch 7599], Speed: 6.954 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.057
[Epoch 2][Batch 7699], Speed: 7.033 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.056
Namespace(batch_size=8, dataset='coco', disable_hybridization=False, epochs=26, gpus='0,1,2,3,4,5,6,7', log_interval=100, lr=0.01, lr_decay=0.1, lr_decay_epoch='17,23', lr_warmup=1000.0, mixup=False, momentum=0.9, network='resnet101_v1d', no_mixup_epochs=20, norm_layer=None, num_workers=8, resume='', save_interval=1, save_prefix='faster_rcnn_fpn_resnet101_v1d_coco', seed=233, start_epoch=0, static_alloc=False, use_fpn=True, val_interval=2, verbose=True, wd=0.0001)
Trainable parameters:
odict_keys(['P2_conv_lat_weight', 'P2_conv_lat_bias', 'resnetv1d_layers2_conv0_weight', 'resnetv1d_layers2_conv1_weight', 'resnetv1d_layers2_conv2_weight', 'resnetv1d_down2_conv0_weight', 'resnetv1d_layers2_conv3_weight', 'resnetv1d_layers2_conv4_weight', 'resnetv1d_layers2_conv5_weight', 'resnetv1d_layers2_conv6_weight', 'resnetv1d_layers2_conv7_weight', 'resnetv1d_layers2_conv8_weight', 'resnetv1d_layers2_conv9_weight', 'resnetv1d_layers2_conv10_weight', 'resnetv1d_layers2_conv11_weight', 'P3_conv_lat_weight', 'P3_conv_lat_bias', 'resnetv1d_layers3_conv0_weight', 'resnetv1d_layers3_conv1_weight', 'resnetv1d_layers3_conv2_weight', 'resnetv1d_down3_conv0_weight', 'resnetv1d_layers3_conv3_weight', 'resnetv1d_layers3_conv4_weight', 'resnetv1d_layers3_conv5_weight', 'resnetv1d_layers3_conv6_weight', 'resnetv1d_layers3_conv7_weight', 'resnetv1d_layers3_conv8_weight', 'resnetv1d_layers3_conv9_weight', 'resnetv1d_layers3_conv10_weight', 'resnetv1d_layers3_conv11_weight', 'resnetv1d_layers3_conv12_weight', 'resnetv1d_layers3_conv13_weight', 'resnetv1d_layers3_conv14_weight', 'resnetv1d_layers3_conv15_weight', 'resnetv1d_layers3_conv16_weight', 'resnetv1d_layers3_conv17_weight', 'resnetv1d_layers3_conv18_weight', 'resnetv1d_layers3_conv19_weight', 'resnetv1d_layers3_conv20_weight', 'resnetv1d_layers3_conv21_weight', 'resnetv1d_layers3_conv22_weight', 'resnetv1d_layers3_conv23_weight', 'resnetv1d_layers3_conv24_weight', 'resnetv1d_layers3_conv25_weight', 'resnetv1d_layers3_conv26_weight', 'resnetv1d_layers3_conv27_weight', 'resnetv1d_layers3_conv28_weight', 'resnetv1d_layers3_conv29_weight', 'resnetv1d_layers3_conv30_weight', 'resnetv1d_layers3_conv31_weight', 'resnetv1d_layers3_conv32_weight', 'resnetv1d_layers3_conv33_weight', 'resnetv1d_layers3_conv34_weight', 'resnetv1d_layers3_conv35_weight', 'resnetv1d_layers3_conv36_weight', 'resnetv1d_layers3_conv37_weight', 'resnetv1d_layers3_conv38_weight', 'resnetv1d_layers3_conv39_weight', 'resnetv1d_layers3_conv40_weight', 'resnetv1d_layers3_conv41_weight', 'resnetv1d_layers3_conv42_weight', 'resnetv1d_layers3_conv43_weight', 'resnetv1d_layers3_conv44_weight', 'resnetv1d_layers3_conv45_weight', 'resnetv1d_layers3_conv46_weight', 'resnetv1d_layers3_conv47_weight', 'resnetv1d_layers3_conv48_weight', 'resnetv1d_layers3_conv49_weight', 'resnetv1d_layers3_conv50_weight', 'resnetv1d_layers3_conv51_weight', 'resnetv1d_layers3_conv52_weight', 'resnetv1d_layers3_conv53_weight', 'resnetv1d_layers3_conv54_weight', 'resnetv1d_layers3_conv55_weight', 'resnetv1d_layers3_conv56_weight', 'resnetv1d_layers3_conv57_weight', 'resnetv1d_layers3_conv58_weight', 'resnetv1d_layers3_conv59_weight', 'resnetv1d_layers3_conv60_weight', 'resnetv1d_layers3_conv61_weight', 'resnetv1d_layers3_conv62_weight', 'resnetv1d_layers3_conv63_weight', 'resnetv1d_layers3_conv64_weight', 'resnetv1d_layers3_conv65_weight', 'resnetv1d_layers3_conv66_weight', 'resnetv1d_layers3_conv67_weight', 'resnetv1d_layers3_conv68_weight', 'P4_conv_lat_weight', 'P4_conv_lat_bias', 'resnetv1d_layers4_conv0_weight', 'resnetv1d_layers4_conv1_weight', 'resnetv1d_layers4_conv2_weight', 'resnetv1d_down4_conv0_weight', 'resnetv1d_layers4_conv3_weight', 'resnetv1d_layers4_conv4_weight', 'resnetv1d_layers4_conv5_weight', 'resnetv1d_layers4_conv6_weight', 'resnetv1d_layers4_conv7_weight', 'resnetv1d_layers4_conv8_weight', 'P5_conv_lat_weight', 'P5_conv_lat_bias', 'P2_conv1_weight', 'P2_conv1_bias', 'P3_conv1_weight', 'P3_conv1_bias', 'P4_conv1_weight', 'P4_conv1_bias', 'P5_conv1_weight', 'P5_conv1_bias', 'P6_conv1_weight', 'P6_conv1_bias', 'dense0_weight', 'dense0_bias', 'dense1_weight', 'dense1_bias', 'fasterrcnn0_dense0_weight', 'fasterrcnn0_dense0_bias', 'fasterrcnn0_dense1_weight', 'fasterrcnn0_dense1_bias', 'fasterrcnn0_rpn0_rpnanchorgenerator0_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator1_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator2_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator3_anchor_', 'fasterrcnn0_rpn0_rpnanchorgenerator4_anchor_', 'fasterrcnn0_rpn0_rpnhead0_conv0_weight', 'fasterrcnn0_rpn0_rpnhead0_conv0_bias', 'fasterrcnn0_rpn0_rpnhead0_conv1_weight', 'fasterrcnn0_rpn0_rpnhead0_conv1_bias', 'fasterrcnn0_rpn0_rpnhead0_conv2_weight', 'fasterrcnn0_rpn0_rpnhead0_conv2_bias'])
Start training from [Epoch 0]
[Epoch 0 Iteration 0] Set learning rate to 0.003333333333333333
[Epoch 0][Batch 99], Speed: 6.303 samples/sec, RPN_Conf=0.236,RPN_SmoothL1=0.082,RCNN_CrossEntropy=0.516,RCNN_SmoothL1=0.129,RPNAcc=0.900,RPNL1Loss=0.691,RCNNAcc=0.929,RCNNL1Loss=2.124
[Epoch 0 Iteration 100] Set learning rate to 0.004
[Epoch 0][Batch 199], Speed: 7.130 samples/sec, RPN_Conf=0.184,RPN_SmoothL1=0.078,RCNN_CrossEntropy=0.507,RCNN_SmoothL1=0.153,RPNAcc=0.923,RPNL1Loss=0.651,RCNNAcc=0.926,RCNNL1Loss=2.203
[Epoch 0 Iteration 200] Set learning rate to 0.004666666666666667
[Epoch 0][Batch 299], Speed: 7.206 samples/sec, RPN_Conf=0.161,RPN_SmoothL1=0.074,RCNN_CrossEntropy=0.522,RCNN_SmoothL1=0.174,RPNAcc=0.933,RPNL1Loss=0.621,RCNNAcc=0.920,RCNNL1Loss=2.248
[Epoch 0 Iteration 300] Set learning rate to 0.005333333333333333
[Epoch 0][Batch 399], Speed: 7.182 samples/sec, RPN_Conf=0.145,RPN_SmoothL1=0.072,RCNN_CrossEntropy=0.537,RCNN_SmoothL1=0.190,RPNAcc=0.940,RPNL1Loss=0.606,RCNNAcc=0.915,RCNNL1Loss=2.264
[Epoch 0 Iteration 400] Set learning rate to 0.006
[Epoch 0][Batch 499], Speed: 7.198 samples/sec, RPN_Conf=0.134,RPN_SmoothL1=0.070,RCNN_CrossEntropy=0.543,RCNN_SmoothL1=0.200,RPNAcc=0.945,RPNL1Loss=0.590,RCNNAcc=0.911,RCNNL1Loss=2.256
[Epoch 0 Iteration 500] Set learning rate to 0.006666666666666666
[Epoch 0][Batch 599], Speed: 7.230 samples/sec, RPN_Conf=0.126,RPN_SmoothL1=0.069,RCNN_CrossEntropy=0.545,RCNN_SmoothL1=0.206,RPNAcc=0.948,RPNL1Loss=0.580,RCNNAcc=0.909,RCNNL1Loss=2.236
[Epoch 0 Iteration 600] Set learning rate to 0.007333333333333333
[Epoch 0][Batch 699], Speed: 7.198 samples/sec, RPN_Conf=0.120,RPN_SmoothL1=0.068,RCNN_CrossEntropy=0.547,RCNN_SmoothL1=0.211,RPNAcc=0.951,RPNL1Loss=0.572,RCNNAcc=0.907,RCNNL1Loss=2.216
[Epoch 0 Iteration 700] Set learning rate to 0.008
[Epoch 0][Batch 799], Speed: 7.147 samples/sec, RPN_Conf=0.115,RPN_SmoothL1=0.067,RCNN_CrossEntropy=0.549,RCNN_SmoothL1=0.215,RPNAcc=0.953,RPNL1Loss=0.563,RCNNAcc=0.905,RCNNL1Loss=2.191
[Epoch 0 Iteration 800] Set learning rate to 0.008666666666666668
[Epoch 0][Batch 899], Speed: 7.216 samples/sec, RPN_Conf=0.112,RPN_SmoothL1=0.066,RCNN_CrossEntropy=0.548,RCNN_SmoothL1=0.216,RPNAcc=0.955,RPNL1Loss=0.555,RCNNAcc=0.904,RCNNL1Loss=2.166
[Epoch 0 Iteration 900] Set learning rate to 0.009333333333333334
[Epoch 0][Batch 999], Speed: 7.169 samples/sec, RPN_Conf=0.108,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.546,RCNN_SmoothL1=0.217,RPNAcc=0.956,RPNL1Loss=0.549,RCNNAcc=0.903,RCNNL1Loss=2.137
[Epoch 0 Iteration 1000] Set learning rate to 0.01
[Epoch 0][Batch 1099], Speed: 7.195 samples/sec, RPN_Conf=0.106,RPN_SmoothL1=0.065,RCNN_CrossEntropy=0.544,RCNN_SmoothL1=0.217,RPNAcc=0.958,RPNL1Loss=0.543,RCNNAcc=0.902,RCNNL1Loss=2.109
[Epoch 0][Batch 1199], Speed: 7.169 samples/sec, RPN_Conf=0.103,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.544,RCNN_SmoothL1=0.218,RPNAcc=0.959,RPNL1Loss=0.535,RCNNAcc=0.901,RCNNL1Loss=2.076
[Epoch 0][Batch 1299], Speed: 7.228 samples/sec, RPN_Conf=0.102,RPN_SmoothL1=0.064,RCNN_CrossEntropy=0.542,RCNN_SmoothL1=0.218,RPNAcc=0.959,RPNL1Loss=0.532,RCNNAcc=0.900,RCNNL1Loss=2.047
[Epoch 0][Batch 1399], Speed: 7.175 samples/sec, RPN_Conf=0.100,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.539,RCNN_SmoothL1=0.218,RPNAcc=0.960,RPNL1Loss=0.527,RCNNAcc=0.899,RCNNL1Loss=2.019
[Epoch 0][Batch 1499], Speed: 7.182 samples/sec, RPN_Conf=0.098,RPN_SmoothL1=0.063,RCNN_CrossEntropy=0.535,RCNN_SmoothL1=0.216,RPNAcc=0.961,RPNL1Loss=0.522,RCNNAcc=0.899,RCNNL1Loss=1.990
[Epoch 0][Batch 1599], Speed: 7.164 samples/sec, RPN_Conf=0.097,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.530,RCNN_SmoothL1=0.215,RPNAcc=0.961,RPNL1Loss=0.519,RCNNAcc=0.899,RCNNL1Loss=1.964
[Epoch 0][Batch 1699], Speed: 7.191 samples/sec, RPN_Conf=0.095,RPN_SmoothL1=0.062,RCNN_CrossEntropy=0.525,RCNN_SmoothL1=0.214,RPNAcc=0.962,RPNL1Loss=0.514,RCNNAcc=0.899,RCNNL1Loss=1.941
[Epoch 0][Batch 1799], Speed: 7.174 samples/sec, RPN_Conf=0.094,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.521,RCNN_SmoothL1=0.212,RPNAcc=0.963,RPNL1Loss=0.510,RCNNAcc=0.899,RCNNL1Loss=1.916
[Epoch 0][Batch 1899], Speed: 7.237 samples/sec, RPN_Conf=0.092,RPN_SmoothL1=0.061,RCNN_CrossEntropy=0.516,RCNN_SmoothL1=0.211,RPNAcc=0.963,RPNL1Loss=0.507,RCNNAcc=0.899,RCNNL1Loss=1.892
[Epoch 0][Batch 1999], Speed: 7.177 samples/sec, RPN_Conf=0.091,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.512,RCNN_SmoothL1=0.210,RPNAcc=0.964,RPNL1Loss=0.504,RCNNAcc=0.898,RCNNL1Loss=1.869
[Epoch 0][Batch 2099], Speed: 7.149 samples/sec, RPN_Conf=0.090,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.509,RCNN_SmoothL1=0.209,RPNAcc=0.964,RPNL1Loss=0.501,RCNNAcc=0.898,RCNNL1Loss=1.849
[Epoch 0][Batch 2199], Speed: 7.180 samples/sec, RPN_Conf=0.089,RPN_SmoothL1=0.060,RCNN_CrossEntropy=0.505,RCNN_SmoothL1=0.207,RPNAcc=0.965,RPNL1Loss=0.499,RCNNAcc=0.898,RCNNL1Loss=1.830
[Epoch 0][Batch 2299], Speed: 7.189 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.502,RCNN_SmoothL1=0.207,RPNAcc=0.965,RPNL1Loss=0.496,RCNNAcc=0.898,RCNNL1Loss=1.813
[Epoch 0][Batch 2399], Speed: 7.183 samples/sec, RPN_Conf=0.088,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.499,RCNN_SmoothL1=0.205,RPNAcc=0.965,RPNL1Loss=0.493,RCNNAcc=0.898,RCNNL1Loss=1.796
[Epoch 0][Batch 2499], Speed: 7.171 samples/sec, RPN_Conf=0.087,RPN_SmoothL1=0.059,RCNN_CrossEntropy=0.495,RCNN_SmoothL1=0.204,RPNAcc=0.966,RPNL1Loss=0.491,RCNNAcc=0.898,RCNNL1Loss=1.780
[Epoch 0][Batch 2599], Speed: 7.158 samples/sec, RPN_Conf=0.086,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.491,RCNN_SmoothL1=0.203,RPNAcc=0.966,RPNL1Loss=0.489,RCNNAcc=0.898,RCNNL1Loss=1.764
[Epoch 0][Batch 2699], Speed: 7.166 samples/sec, RPN_Conf=0.085,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.489,RCNN_SmoothL1=0.202,RPNAcc=0.967,RPNL1Loss=0.486,RCNNAcc=0.898,RCNNL1Loss=1.747
[Epoch 0][Batch 2799], Speed: 7.162 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.486,RCNN_SmoothL1=0.201,RPNAcc=0.967,RPNL1Loss=0.484,RCNNAcc=0.898,RCNNL1Loss=1.734
[Epoch 0][Batch 2899], Speed: 7.247 samples/sec, RPN_Conf=0.084,RPN_SmoothL1=0.058,RCNN_CrossEntropy=0.483,RCNN_SmoothL1=0.201,RPNAcc=0.967,RPNL1Loss=0.481,RCNNAcc=0.898,RCNNL1Loss=1.720
[Epoch 0][Batch 2999], Speed: 7.230 samples/sec, RPN_Conf=0.083,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.480,RCNN_SmoothL1=0.200,RPNAcc=0.967,RPNL1Loss=0.479,RCNNAcc=0.898,RCNNL1Loss=1.707
[Epoch 0][Batch 3099], Speed: 7.105 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.477,RCNN_SmoothL1=0.199,RPNAcc=0.968,RPNL1Loss=0.477,RCNNAcc=0.898,RCNNL1Loss=1.694
[Epoch 0][Batch 3199], Speed: 7.176 samples/sec, RPN_Conf=0.082,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.475,RCNN_SmoothL1=0.198,RPNAcc=0.968,RPNL1Loss=0.475,RCNNAcc=0.898,RCNNL1Loss=1.682
[Epoch 0][Batch 3299], Speed: 7.169 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.057,RCNN_CrossEntropy=0.472,RCNN_SmoothL1=0.198,RPNAcc=0.968,RPNL1Loss=0.473,RCNNAcc=0.898,RCNNL1Loss=1.670
[Epoch 0][Batch 3399], Speed: 6.810 samples/sec, RPN_Conf=0.081,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.470,RCNN_SmoothL1=0.197,RPNAcc=0.968,RPNL1Loss=0.471,RCNNAcc=0.898,RCNNL1Loss=1.659
[Epoch 0][Batch 3499], Speed: 7.206 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.467,RCNN_SmoothL1=0.196,RPNAcc=0.969,RPNL1Loss=0.469,RCNNAcc=0.898,RCNNL1Loss=1.648
[Epoch 0][Batch 3599], Speed: 7.213 samples/sec, RPN_Conf=0.080,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.465,RCNN_SmoothL1=0.196,RPNAcc=0.969,RPNL1Loss=0.467,RCNNAcc=0.898,RCNNL1Loss=1.638
[Epoch 0][Batch 3699], Speed: 7.235 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.463,RCNN_SmoothL1=0.195,RPNAcc=0.969,RPNL1Loss=0.466,RCNNAcc=0.898,RCNNL1Loss=1.628
[Epoch 0][Batch 3799], Speed: 7.164 samples/sec, RPN_Conf=0.079,RPN_SmoothL1=0.056,RCNN_CrossEntropy=0.461,RCNN_SmoothL1=0.194,RPNAcc=0.969,RPNL1Loss=0.464,RCNNAcc=0.898,RCNNL1Loss=1.617
[Epoch 0][Batch 3899], Speed: 7.138 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.458,RCNN_SmoothL1=0.193,RPNAcc=0.969,RPNL1Loss=0.462,RCNNAcc=0.898,RCNNL1Loss=1.608
[Epoch 0][Batch 3999], Speed: 7.202 samples/sec, RPN_Conf=0.078,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.456,RCNN_SmoothL1=0.193,RPNAcc=0.970,RPNL1Loss=0.461,RCNNAcc=0.898,RCNNL1Loss=1.599
[Epoch 0][Batch 4099], Speed: 7.194 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.454,RCNN_SmoothL1=0.192,RPNAcc=0.970,RPNL1Loss=0.459,RCNNAcc=0.898,RCNNL1Loss=1.591
[Epoch 0][Batch 4199], Speed: 7.193 samples/sec, RPN_Conf=0.077,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.453,RCNN_SmoothL1=0.192,RPNAcc=0.970,RPNL1Loss=0.458,RCNNAcc=0.898,RCNNL1Loss=1.583
[Epoch 0][Batch 4299], Speed: 7.136 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.055,RCNN_CrossEntropy=0.450,RCNN_SmoothL1=0.191,RPNAcc=0.970,RPNL1Loss=0.457,RCNNAcc=0.898,RCNNL1Loss=1.576
[Epoch 0][Batch 4399], Speed: 7.145 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.448,RCNN_SmoothL1=0.191,RPNAcc=0.970,RPNL1Loss=0.455,RCNNAcc=0.898,RCNNL1Loss=1.568
[Epoch 0][Batch 4499], Speed: 7.180 samples/sec, RPN_Conf=0.076,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.447,RCNN_SmoothL1=0.190,RPNAcc=0.971,RPNL1Loss=0.454,RCNNAcc=0.898,RCNNL1Loss=1.560
[Epoch 0][Batch 4599], Speed: 7.210 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.445,RCNN_SmoothL1=0.190,RPNAcc=0.971,RPNL1Loss=0.453,RCNNAcc=0.898,RCNNL1Loss=1.554
[Epoch 0][Batch 4699], Speed: 7.167 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.443,RCNN_SmoothL1=0.189,RPNAcc=0.971,RPNL1Loss=0.452,RCNNAcc=0.898,RCNNL1Loss=1.547
[Epoch 0][Batch 4799], Speed: 7.104 samples/sec, RPN_Conf=0.075,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.442,RCNN_SmoothL1=0.189,RPNAcc=0.971,RPNL1Loss=0.450,RCNNAcc=0.898,RCNNL1Loss=1.540
[Epoch 0][Batch 4899], Speed: 7.190 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.440,RCNN_SmoothL1=0.188,RPNAcc=0.971,RPNL1Loss=0.449,RCNNAcc=0.898,RCNNL1Loss=1.533
[Epoch 0][Batch 4999], Speed: 7.191 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.054,RCNN_CrossEntropy=0.439,RCNN_SmoothL1=0.188,RPNAcc=0.971,RPNL1Loss=0.448,RCNNAcc=0.899,RCNNL1Loss=1.526
[Epoch 0][Batch 5099], Speed: 7.142 samples/sec, RPN_Conf=0.074,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.437,RCNN_SmoothL1=0.187,RPNAcc=0.971,RPNL1Loss=0.447,RCNNAcc=0.899,RCNNL1Loss=1.519
[Epoch 0][Batch 5199], Speed: 7.172 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.435,RCNN_SmoothL1=0.186,RPNAcc=0.972,RPNL1Loss=0.446,RCNNAcc=0.899,RCNNL1Loss=1.514
[Epoch 0][Batch 5299], Speed: 7.240 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.433,RCNN_SmoothL1=0.186,RPNAcc=0.972,RPNL1Loss=0.445,RCNNAcc=0.899,RCNNL1Loss=1.508
[Epoch 0][Batch 5399], Speed: 7.190 samples/sec, RPN_Conf=0.073,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.432,RCNN_SmoothL1=0.186,RPNAcc=0.972,RPNL1Loss=0.444,RCNNAcc=0.899,RCNNL1Loss=1.502
[Epoch 0][Batch 5499], Speed: 7.185 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.430,RCNN_SmoothL1=0.185,RPNAcc=0.972,RPNL1Loss=0.443,RCNNAcc=0.899,RCNNL1Loss=1.496
[Epoch 0][Batch 5599], Speed: 7.209 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.429,RCNN_SmoothL1=0.185,RPNAcc=0.972,RPNL1Loss=0.442,RCNNAcc=0.899,RCNNL1Loss=1.491
[Epoch 0][Batch 5699], Speed: 7.231 samples/sec, RPN_Conf=0.072,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.427,RCNN_SmoothL1=0.184,RPNAcc=0.972,RPNL1Loss=0.441,RCNNAcc=0.899,RCNNL1Loss=1.485
[Epoch 0][Batch 5799], Speed: 7.204 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.426,RCNN_SmoothL1=0.184,RPNAcc=0.972,RPNL1Loss=0.440,RCNNAcc=0.899,RCNNL1Loss=1.479
[Epoch 0][Batch 5899], Speed: 7.239 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.053,RCNN_CrossEntropy=0.425,RCNN_SmoothL1=0.183,RPNAcc=0.972,RPNL1Loss=0.440,RCNNAcc=0.899,RCNNL1Loss=1.474
[Epoch 0][Batch 5999], Speed: 7.186 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.424,RCNN_SmoothL1=0.183,RPNAcc=0.973,RPNL1Loss=0.438,RCNNAcc=0.899,RCNNL1Loss=1.469
[Epoch 0][Batch 6099], Speed: 7.214 samples/sec, RPN_Conf=0.071,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.422,RCNN_SmoothL1=0.183,RPNAcc=0.973,RPNL1Loss=0.437,RCNNAcc=0.900,RCNNL1Loss=1.464
[Epoch 0][Batch 6199], Speed: 7.145 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.421,RCNN_SmoothL1=0.182,RPNAcc=0.973,RPNL1Loss=0.437,RCNNAcc=0.900,RCNNL1Loss=1.459
[Epoch 0][Batch 6299], Speed: 7.172 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.420,RCNN_SmoothL1=0.182,RPNAcc=0.973,RPNL1Loss=0.436,RCNNAcc=0.900,RCNNL1Loss=1.455
[Epoch 0][Batch 6399], Speed: 7.241 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.419,RCNN_SmoothL1=0.181,RPNAcc=0.973,RPNL1Loss=0.435,RCNNAcc=0.900,RCNNL1Loss=1.451
[Epoch 0][Batch 6499], Speed: 7.275 samples/sec, RPN_Conf=0.070,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.417,RCNN_SmoothL1=0.181,RPNAcc=0.973,RPNL1Loss=0.434,RCNNAcc=0.900,RCNNL1Loss=1.446
[Epoch 0][Batch 6599], Speed: 7.198 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.416,RCNN_SmoothL1=0.181,RPNAcc=0.973,RPNL1Loss=0.433,RCNNAcc=0.900,RCNNL1Loss=1.441
[Epoch 0][Batch 6699], Speed: 7.166 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.415,RCNN_SmoothL1=0.180,RPNAcc=0.973,RPNL1Loss=0.433,RCNNAcc=0.900,RCNNL1Loss=1.437
[Epoch 0][Batch 6799], Speed: 7.181 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.052,RCNN_CrossEntropy=0.414,RCNN_SmoothL1=0.180,RPNAcc=0.973,RPNL1Loss=0.432,RCNNAcc=0.900,RCNNL1Loss=1.433
[Epoch 0][Batch 6899], Speed: 7.224 samples/sec, RPN_Conf=0.069,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.413,RCNN_SmoothL1=0.180,RPNAcc=0.973,RPNL1Loss=0.431,RCNNAcc=0.900,RCNNL1Loss=1.429
[Epoch 0][Batch 6999], Speed: 7.192 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.411,RCNN_SmoothL1=0.179,RPNAcc=0.974,RPNL1Loss=0.430,RCNNAcc=0.900,RCNNL1Loss=1.425
[Epoch 0][Batch 7099], Speed: 7.248 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.410,RCNN_SmoothL1=0.179,RPNAcc=0.974,RPNL1Loss=0.429,RCNNAcc=0.900,RCNNL1Loss=1.421
[Epoch 0][Batch 7199], Speed: 7.204 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.409,RCNN_SmoothL1=0.179,RPNAcc=0.974,RPNL1Loss=0.428,RCNNAcc=0.900,RCNNL1Loss=1.417
[Epoch 0][Batch 7299], Speed: 7.162 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.408,RCNN_SmoothL1=0.178,RPNAcc=0.974,RPNL1Loss=0.428,RCNNAcc=0.900,RCNNL1Loss=1.414
[Epoch 0][Batch 7399], Speed: 7.218 samples/sec, RPN_Conf=0.068,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.407,RCNN_SmoothL1=0.178,RPNAcc=0.974,RPNL1Loss=0.427,RCNNAcc=0.901,RCNNL1Loss=1.410
[Epoch 0][Batch 7499], Speed: 7.219 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.406,RCNN_SmoothL1=0.178,RPNAcc=0.974,RPNL1Loss=0.426,RCNNAcc=0.901,RCNNL1Loss=1.407
[Epoch 0][Batch 7599], Speed: 7.208 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.405,RCNN_SmoothL1=0.177,RPNAcc=0.974,RPNL1Loss=0.425,RCNNAcc=0.901,RCNNL1Loss=1.403
[Epoch 0][Batch 7699], Speed: 7.152 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.405,RCNN_SmoothL1=0.177,RPNAcc=0.974,RPNL1Loss=0.425,RCNNAcc=0.901,RCNNL1Loss=1.399
[Epoch 0][Batch 7799], Speed: 7.222 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.404,RCNN_SmoothL1=0.177,RPNAcc=0.974,RPNL1Loss=0.424,RCNNAcc=0.901,RCNNL1Loss=1.396
[Epoch 0][Batch 7899], Speed: 7.207 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.051,RCNN_CrossEntropy=0.403,RCNN_SmoothL1=0.177,RPNAcc=0.974,RPNL1Loss=0.423,RCNNAcc=0.901,RCNNL1Loss=1.392
[Epoch 0][Batch 7999], Speed: 7.181 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.402,RCNN_SmoothL1=0.176,RPNAcc=0.974,RPNL1Loss=0.423,RCNNAcc=0.901,RCNNL1Loss=1.389
[Epoch 0][Batch 8099], Speed: 7.181 samples/sec, RPN_Conf=0.067,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.401,RCNN_SmoothL1=0.176,RPNAcc=0.974,RPNL1Loss=0.422,RCNNAcc=0.901,RCNNL1Loss=1.385
[Epoch 0][Batch 8199], Speed: 7.193 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.400,RCNN_SmoothL1=0.176,RPNAcc=0.974,RPNL1Loss=0.421,RCNNAcc=0.901,RCNNL1Loss=1.382
[Epoch 0][Batch 8299], Speed: 7.205 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.399,RCNN_SmoothL1=0.175,RPNAcc=0.975,RPNL1Loss=0.421,RCNNAcc=0.901,RCNNL1Loss=1.378
[Epoch 0][Batch 8399], Speed: 7.246 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.398,RCNN_SmoothL1=0.175,RPNAcc=0.975,RPNL1Loss=0.420,RCNNAcc=0.901,RCNNL1Loss=1.375
[Epoch 0][Batch 8499], Speed: 7.210 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.397,RCNN_SmoothL1=0.175,RPNAcc=0.975,RPNL1Loss=0.419,RCNNAcc=0.901,RCNNL1Loss=1.373
[Epoch 0][Batch 8599], Speed: 7.277 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.397,RCNN_SmoothL1=0.175,RPNAcc=0.975,RPNL1Loss=0.419,RCNNAcc=0.901,RCNNL1Loss=1.370
[Epoch 0][Batch 8699], Speed: 7.147 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.396,RCNN_SmoothL1=0.174,RPNAcc=0.975,RPNL1Loss=0.418,RCNNAcc=0.901,RCNNL1Loss=1.367
[Epoch 0][Batch 8799], Speed: 7.212 samples/sec, RPN_Conf=0.066,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.395,RCNN_SmoothL1=0.174,RPNAcc=0.975,RPNL1Loss=0.418,RCNNAcc=0.901,RCNNL1Loss=1.364
[Epoch 0][Batch 8899], Speed: 7.136 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.394,RCNN_SmoothL1=0.174,RPNAcc=0.975,RPNL1Loss=0.417,RCNNAcc=0.901,RCNNL1Loss=1.361
[Epoch 0][Batch 8999], Speed: 7.190 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.393,RCNN_SmoothL1=0.174,RPNAcc=0.975,RPNL1Loss=0.416,RCNNAcc=0.902,RCNNL1Loss=1.358
[Epoch 0][Batch 9099], Speed: 7.114 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.393,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.416,RCNNAcc=0.902,RCNNL1Loss=1.355
[Epoch 0][Batch 9199], Speed: 7.176 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.050,RCNN_CrossEntropy=0.392,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.415,RCNNAcc=0.902,RCNNL1Loss=1.352
[Epoch 0][Batch 9299], Speed: 7.228 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.391,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.415,RCNNAcc=0.902,RCNNL1Loss=1.349
[Epoch 0][Batch 9399], Speed: 7.188 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.173,RPNAcc=0.975,RPNL1Loss=0.414,RCNNAcc=0.902,RCNNL1Loss=1.347
[Epoch 0][Batch 9499], Speed: 7.224 samples/sec, RPN_Conf=0.065,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.390,RCNN_SmoothL1=0.172,RPNAcc=0.975,RPNL1Loss=0.413,RCNNAcc=0.902,RCNNL1Loss=1.344
[Epoch 0][Batch 9599], Speed: 7.242 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.389,RCNN_SmoothL1=0.172,RPNAcc=0.975,RPNL1Loss=0.413,RCNNAcc=0.902,RCNNL1Loss=1.341
[Epoch 0][Batch 9699], Speed: 7.183 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.388,RCNN_SmoothL1=0.172,RPNAcc=0.975,RPNL1Loss=0.412,RCNNAcc=0.902,RCNNL1Loss=1.339
[Epoch 0][Batch 9799], Speed: 7.205 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.387,RCNN_SmoothL1=0.172,RPNAcc=0.975,RPNL1Loss=0.412,RCNNAcc=0.902,RCNNL1Loss=1.337
[Epoch 0][Batch 9899], Speed: 7.137 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.171,RPNAcc=0.975,RPNL1Loss=0.411,RCNNAcc=0.902,RCNNL1Loss=1.334
[Epoch 0][Batch 9999], Speed: 7.217 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.386,RCNN_SmoothL1=0.171,RPNAcc=0.975,RPNL1Loss=0.411,RCNNAcc=0.902,RCNNL1Loss=1.332
[Epoch 0][Batch 10099], Speed: 7.220 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.385,RCNN_SmoothL1=0.171,RPNAcc=0.976,RPNL1Loss=0.410,RCNNAcc=0.902,RCNNL1Loss=1.329
[Epoch 0][Batch 10199], Speed: 7.196 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.384,RCNN_SmoothL1=0.171,RPNAcc=0.976,RPNL1Loss=0.410,RCNNAcc=0.902,RCNNL1Loss=1.327
[Epoch 0][Batch 10299], Speed: 7.209 samples/sec, RPN_Conf=0.064,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.384,RCNN_SmoothL1=0.171,RPNAcc=0.976,RPNL1Loss=0.409,RCNNAcc=0.902,RCNNL1Loss=1.324
[Epoch 0][Batch 10399], Speed: 7.247 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.409,RCNNAcc=0.902,RCNNL1Loss=1.322
[Epoch 0][Batch 10499], Speed: 7.208 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.383,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.408,RCNNAcc=0.902,RCNNL1Loss=1.319
[Epoch 0][Batch 10599], Speed: 7.212 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.382,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.408,RCNNAcc=0.903,RCNNL1Loss=1.317
[Epoch 0][Batch 10699], Speed: 7.209 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.049,RCNN_CrossEntropy=0.381,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.407,RCNNAcc=0.903,RCNNL1Loss=1.315
[Epoch 0][Batch 10799], Speed: 7.189 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.381,RCNN_SmoothL1=0.170,RPNAcc=0.976,RPNL1Loss=0.407,RCNNAcc=0.903,RCNNL1Loss=1.312
[Epoch 0][Batch 10899], Speed: 7.215 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.380,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.406,RCNNAcc=0.903,RCNNL1Loss=1.310
[Epoch 0][Batch 10999], Speed: 7.258 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.379,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.406,RCNNAcc=0.903,RCNNL1Loss=1.308
[Epoch 0][Batch 11099], Speed: 7.154 samples/sec, RPN_Conf=0.063,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.379,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.405,RCNNAcc=0.903,RCNNL1Loss=1.306
[Epoch 0][Batch 11199], Speed: 7.176 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.378,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.405,RCNNAcc=0.903,RCNNL1Loss=1.303
[Epoch 0][Batch 11299], Speed: 7.239 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.378,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.404,RCNNAcc=0.903,RCNNL1Loss=1.301
[Epoch 0][Batch 11399], Speed: 7.179 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.377,RCNN_SmoothL1=0.169,RPNAcc=0.976,RPNL1Loss=0.404,RCNNAcc=0.903,RCNNL1Loss=1.299
[Epoch 0][Batch 11499], Speed: 7.234 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.403,RCNNAcc=0.903,RCNNL1Loss=1.297
[Epoch 0][Batch 11599], Speed: 7.301 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.376,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.403,RCNNAcc=0.903,RCNNL1Loss=1.295
[Epoch 0][Batch 11699], Speed: 7.191 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.375,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.403,RCNNAcc=0.903,RCNNL1Loss=1.293
[Epoch 0][Batch 11799], Speed: 7.185 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.375,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.402,RCNNAcc=0.903,RCNNL1Loss=1.291
[Epoch 0][Batch 11899], Speed: 7.260 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.168,RPNAcc=0.976,RPNL1Loss=0.402,RCNNAcc=0.903,RCNNL1Loss=1.289
[Epoch 0][Batch 11999], Speed: 7.217 samples/sec, RPN_Conf=0.062,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.374,RCNN_SmoothL1=0.167,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.903,RCNNL1Loss=1.287
[Epoch 0][Batch 12099], Speed: 7.186 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.373,RCNN_SmoothL1=0.167,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.903,RCNNL1Loss=1.285
[Epoch 0][Batch 12199], Speed: 7.190 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.373,RCNN_SmoothL1=0.167,RPNAcc=0.976,RPNL1Loss=0.401,RCNNAcc=0.903,RCNNL1Loss=1.283
[Epoch 0][Batch 12299], Speed: 7.217 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.372,RCNN_SmoothL1=0.167,RPNAcc=0.977,RPNL1Loss=0.400,RCNNAcc=0.903,RCNNL1Loss=1.281
[Epoch 0][Batch 12399], Speed: 7.190 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.372,RCNN_SmoothL1=0.167,RPNAcc=0.977,RPNL1Loss=0.400,RCNNAcc=0.904,RCNNL1Loss=1.279
[Epoch 0][Batch 12499], Speed: 7.241 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.167,RPNAcc=0.977,RPNL1Loss=0.399,RCNNAcc=0.904,RCNNL1Loss=1.277
[Epoch 0][Batch 12599], Speed: 7.196 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.371,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.399,RCNNAcc=0.904,RCNNL1Loss=1.275
[Epoch 0][Batch 12699], Speed: 7.211 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.370,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.398,RCNNAcc=0.904,RCNNL1Loss=1.273
[Epoch 0][Batch 12799], Speed: 7.220 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.048,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.398,RCNNAcc=0.904,RCNNL1Loss=1.272
[Epoch 0][Batch 12899], Speed: 7.246 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.369,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.398,RCNNAcc=0.904,RCNNL1Loss=1.270
[Epoch 0][Batch 12999], Speed: 7.210 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.166,RPNAcc=0.977,RPNL1Loss=0.397,RCNNAcc=0.904,RCNNL1Loss=1.268
[Epoch 0][Batch 13099], Speed: 7.202 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.368,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.397,RCNNAcc=0.904,RCNNL1Loss=1.267
[Epoch 0][Batch 13199], Speed: 7.204 samples/sec, RPN_Conf=0.061,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.397,RCNNAcc=0.904,RCNNL1Loss=1.265
[Epoch 0][Batch 13299], Speed: 7.260 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.367,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.396,RCNNAcc=0.904,RCNNL1Loss=1.263
[Epoch 0][Batch 13399], Speed: 7.158 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.396,RCNNAcc=0.904,RCNNL1Loss=1.262
[Epoch 0][Batch 13499], Speed: 7.135 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.366,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.904,RCNNL1Loss=1.260
[Epoch 0][Batch 13599], Speed: 7.244 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.904,RCNNL1Loss=1.258
[Epoch 0][Batch 13699], Speed: 7.174 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.165,RPNAcc=0.977,RPNL1Loss=0.395,RCNNAcc=0.904,RCNNL1Loss=1.257
[Epoch 0][Batch 13799], Speed: 7.175 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.365,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.904,RCNNL1Loss=1.255
[Epoch 0][Batch 13899], Speed: 7.237 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.904,RCNNL1Loss=1.254
[Epoch 0][Batch 13999], Speed: 7.175 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.364,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.394,RCNNAcc=0.904,RCNNL1Loss=1.252
[Epoch 0][Batch 14099], Speed: 7.214 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.904,RCNNL1Loss=1.250
[Epoch 0][Batch 14199], Speed: 7.240 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.363,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.904,RCNNL1Loss=1.249
[Epoch 0][Batch 14299], Speed: 7.182 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.362,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.393,RCNNAcc=0.905,RCNNL1Loss=1.248
[Epoch 0][Batch 14399], Speed: 7.234 samples/sec, RPN_Conf=0.060,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.362,RCNN_SmoothL1=0.164,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.905,RCNNL1Loss=1.246
[Epoch 0][Batch 14499], Speed: 7.165 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.361,RCNN_SmoothL1=0.163,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.905,RCNNL1Loss=1.245
[Epoch 0][Batch 14599], Speed: 7.160 samples/sec, RPN_Conf=0.059,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.361,RCNN_SmoothL1=0.163,RPNAcc=0.977,RPNL1Loss=0.392,RCNNAcc=0.905,RCNNL1Loss=1.244
[Epoch 0] Training cost: 16317.802, RPN_Conf=0.059,RPN_SmoothL1=0.047,RCNN_CrossEntropy=0.361,RCNN_SmoothL1=0.163
[Epoch 0] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0000_0.0000.params
[Epoch 1][Batch 99], Speed: 6.853 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.391,RCNNAcc=0.905,RCNNL1Loss=1.241
[Epoch 1][Batch 199], Speed: 7.149 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.289,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.391,RCNNAcc=0.905,RCNNL1Loss=1.239
[Epoch 1][Batch 299], Speed: 7.219 samples/sec, RPN_Conf=0.046,RPN_SmoothL1=0.041,RCNN_CrossEntropy=0.291,RCNN_SmoothL1=0.143,RPNAcc=0.977,RPNL1Loss=0.390,RCNNAcc=0.905,RCNNL1Loss=1.238
[Epoch 1][Batch 399], Speed: 7.194 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.141,RPNAcc=0.977,RPNL1Loss=0.390,RCNNAcc=0.905,RCNNL1Loss=1.236
[Epoch 1][Batch 499], Speed: 7.191 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.390,RCNNAcc=0.905,RCNNL1Loss=1.234
[Epoch 1][Batch 599], Speed: 7.196 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.389,RCNNAcc=0.905,RCNNL1Loss=1.233
[Epoch 1][Batch 699], Speed: 7.159 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.389,RCNNAcc=0.905,RCNNL1Loss=1.231
[Epoch 1][Batch 799], Speed: 7.195 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.389,RCNNAcc=0.905,RCNNL1Loss=1.230
[Epoch 1][Batch 899], Speed: 7.219 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.388,RCNNAcc=0.905,RCNNL1Loss=1.228
[Epoch 1][Batch 999], Speed: 7.159 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.388,RCNNAcc=0.905,RCNNL1Loss=1.227
[Epoch 1][Batch 1099], Speed: 7.174 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.388,RCNNAcc=0.905,RCNNL1Loss=1.226
[Epoch 1][Batch 1199], Speed: 7.163 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.387,RCNNAcc=0.905,RCNNL1Loss=1.224
[Epoch 1][Batch 1299], Speed: 7.135 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.387,RCNNAcc=0.905,RCNNL1Loss=1.223
[Epoch 1][Batch 1399], Speed: 7.159 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.387,RCNNAcc=0.905,RCNNL1Loss=1.221
[Epoch 1][Batch 1499], Speed: 7.204 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.906,RCNNL1Loss=1.220
[Epoch 1][Batch 1599], Speed: 7.204 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.906,RCNNL1Loss=1.219
[Epoch 1][Batch 1699], Speed: 7.157 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.386,RCNNAcc=0.906,RCNNL1Loss=1.217
[Epoch 1][Batch 1799], Speed: 7.215 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.288,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.906,RCNNL1Loss=1.216
[Epoch 1][Batch 1899], Speed: 7.117 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.287,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.906,RCNNL1Loss=1.215
[Epoch 1][Batch 1999], Speed: 7.160 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.385,RCNNAcc=0.906,RCNNL1Loss=1.213
[Epoch 1][Batch 2099], Speed: 7.150 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.906,RCNNL1Loss=1.212
[Epoch 1][Batch 2199], Speed: 7.264 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.140,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.906,RCNNL1Loss=1.210
[Epoch 1][Batch 2299], Speed: 7.218 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.286,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.906,RCNNL1Loss=1.209
[Epoch 1][Batch 2399], Speed: 7.208 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.285,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.384,RCNNAcc=0.906,RCNNL1Loss=1.208
[Epoch 1][Batch 2499], Speed: 7.219 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.906,RCNNL1Loss=1.206
[Epoch 1][Batch 2599], Speed: 7.210 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.906,RCNNL1Loss=1.205
[Epoch 1][Batch 2699], Speed: 7.246 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.383,RCNNAcc=0.906,RCNNL1Loss=1.204
[Epoch 1][Batch 2799], Speed: 7.265 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.906,RCNNL1Loss=1.202
[Epoch 1][Batch 2899], Speed: 7.142 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.906,RCNNL1Loss=1.201
[Epoch 1][Batch 2999], Speed: 7.201 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.139,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.906,RCNNL1Loss=1.200
[Epoch 1][Batch 3099], Speed: 7.181 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.382,RCNNAcc=0.906,RCNNL1Loss=1.199
[Epoch 1][Batch 3199], Speed: 7.146 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.906,RCNNL1Loss=1.197
[Epoch 1][Batch 3299], Speed: 7.163 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.906,RCNNL1Loss=1.196
[Epoch 1][Batch 3399], Speed: 7.187 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.381,RCNNAcc=0.906,RCNNL1Loss=1.195
[Epoch 1][Batch 3499], Speed: 7.158 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.907,RCNNL1Loss=1.194
[Epoch 1][Batch 3599], Speed: 7.133 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.284,RCNN_SmoothL1=0.138,RPNAcc=0.978,RPNL1Loss=0.380,RCNNAcc=0.907,RCNNL1Loss=1.193
[Epoch 1][Batch 3699], Speed: 7.102 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.380,RCNNAcc=0.907,RCNNL1Loss=1.191
[Epoch 1][Batch 3799], Speed: 7.172 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.380,RCNNAcc=0.907,RCNNL1Loss=1.190
[Epoch 1][Batch 3899], Speed: 7.223 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.189
[Epoch 1][Batch 3999], Speed: 7.220 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.188
[Epoch 1][Batch 4099], Speed: 7.081 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.379,RCNNAcc=0.907,RCNNL1Loss=1.187
[Epoch 1][Batch 4199], Speed: 7.146 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.185
[Epoch 1][Batch 4299], Speed: 7.195 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.184
[Epoch 1][Batch 4399], Speed: 7.032 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.283,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.183
[Epoch 1][Batch 4499], Speed: 7.220 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.378,RCNNAcc=0.907,RCNNL1Loss=1.182
[Epoch 1][Batch 4599], Speed: 7.215 samples/sec, RPN_Conf=0.045,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.907,RCNNL1Loss=1.181
[Epoch 1][Batch 4699], Speed: 7.205 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.907,RCNNL1Loss=1.180
[Epoch 1][Batch 4799], Speed: 7.172 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.040,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.907,RCNNL1Loss=1.179
[Epoch 1][Batch 4899], Speed: 7.172 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.377,RCNNAcc=0.907,RCNNL1Loss=1.178
[Epoch 1][Batch 4999], Speed: 7.159 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.282,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.907,RCNNL1Loss=1.177
[Epoch 1][Batch 5099], Speed: 7.197 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.907,RCNNL1Loss=1.176
[Epoch 1][Batch 5199], Speed: 7.220 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.907,RCNNL1Loss=1.175
[Epoch 1][Batch 5299], Speed: 7.146 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.376,RCNNAcc=0.907,RCNNL1Loss=1.174
[Epoch 1][Batch 5399], Speed: 7.177 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.907,RCNNL1Loss=1.173
[Epoch 1][Batch 5499], Speed: 7.231 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.907,RCNNL1Loss=1.172
[Epoch 1][Batch 5599], Speed: 7.206 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.907,RCNNL1Loss=1.171
[Epoch 1][Batch 5699], Speed: 7.184 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.375,RCNNAcc=0.907,RCNNL1Loss=1.170
[Epoch 1][Batch 5799], Speed: 7.208 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.138,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.907,RCNNL1Loss=1.169
[Epoch 1][Batch 5899], Speed: 7.179 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.908,RCNNL1Loss=1.168
[Epoch 1][Batch 5999], Speed: 7.169 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.908,RCNNL1Loss=1.167
[Epoch 1][Batch 6099], Speed: 7.167 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.374,RCNNAcc=0.908,RCNNL1Loss=1.166
[Epoch 1][Batch 6199], Speed: 7.170 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.165
[Epoch 1][Batch 6299], Speed: 7.203 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.164
[Epoch 1][Batch 6399], Speed: 7.170 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.163
[Epoch 1][Batch 6499], Speed: 7.143 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.373,RCNNAcc=0.908,RCNNL1Loss=1.162
[Epoch 1][Batch 6599], Speed: 7.199 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.161
[Epoch 1][Batch 6699], Speed: 7.186 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.160
[Epoch 1][Batch 6799], Speed: 7.188 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.159
[Epoch 1][Batch 6899], Speed: 7.166 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.372,RCNNAcc=0.908,RCNNL1Loss=1.158
[Epoch 1][Batch 6999], Speed: 7.225 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.157
[Epoch 1][Batch 7099], Speed: 7.162 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.156
[Epoch 1][Batch 7199], Speed: 7.156 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.156
[Epoch 1][Batch 7299], Speed: 7.240 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.371,RCNNAcc=0.908,RCNNL1Loss=1.155
[Epoch 1][Batch 7399], Speed: 7.107 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.154
[Epoch 1][Batch 7499], Speed: 7.184 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.153
[Epoch 1][Batch 7599], Speed: 7.180 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.152
[Epoch 1][Batch 7699], Speed: 7.113 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.151
[Epoch 1][Batch 7799], Speed: 7.155 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.281,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.370,RCNNAcc=0.908,RCNNL1Loss=1.151
[Epoch 1][Batch 7899], Speed: 7.157 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.979,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.150
[Epoch 1][Batch 7999], Speed: 7.201 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.149
[Epoch 1][Batch 8099], Speed: 7.186 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.148
[Epoch 1][Batch 8199], Speed: 7.137 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.147
[Epoch 1][Batch 8299], Speed: 7.149 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.369,RCNNAcc=0.908,RCNNL1Loss=1.146
[Epoch 1][Batch 8399], Speed: 7.166 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.145
[Epoch 1][Batch 8499], Speed: 7.214 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.145
[Epoch 1][Batch 8599], Speed: 7.185 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.144
[Epoch 1][Batch 8699], Speed: 7.191 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.368,RCNNAcc=0.908,RCNNL1Loss=1.143
[Epoch 1][Batch 8799], Speed: 7.212 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.368,RCNNAcc=0.909,RCNNL1Loss=1.142
[Epoch 1][Batch 8899], Speed: 7.181 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.141
[Epoch 1][Batch 8999], Speed: 7.160 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.280,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.141
[Epoch 1][Batch 9099], Speed: 7.212 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.140
[Epoch 1][Batch 9199], Speed: 7.169 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.139
[Epoch 1][Batch 9299], Speed: 7.159 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.138
[Epoch 1][Batch 9399], Speed: 7.149 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.137,RPNAcc=0.980,RPNL1Loss=0.367,RCNNAcc=0.909,RCNNL1Loss=1.137
[Epoch 1][Batch 9499], Speed: 7.186 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.136
[Epoch 1][Batch 9599], Speed: 7.177 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.136
[Epoch 1][Batch 9699], Speed: 7.202 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.135
[Epoch 1][Batch 9799], Speed: 7.200 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.134
[Epoch 1][Batch 9899], Speed: 7.225 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.366,RCNNAcc=0.909,RCNNL1Loss=1.134
[Epoch 1][Batch 9999], Speed: 7.288 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.133
[Epoch 1][Batch 10099], Speed: 7.187 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.132
[Epoch 1][Batch 10199], Speed: 7.203 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.279,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.131
[Epoch 1][Batch 10299], Speed: 7.182 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.130
[Epoch 1][Batch 10399], Speed: 7.207 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.365,RCNNAcc=0.909,RCNNL1Loss=1.130
[Epoch 1][Batch 10499], Speed: 7.251 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.129
[Epoch 1][Batch 10599], Speed: 7.144 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.128
[Epoch 1][Batch 10699], Speed: 7.192 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.127
[Epoch 1][Batch 10799], Speed: 7.185 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.127
[Epoch 1][Batch 10899], Speed: 7.204 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.364,RCNNAcc=0.909,RCNNL1Loss=1.126
[Epoch 1][Batch 10999], Speed: 7.243 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.125
[Epoch 1][Batch 11099], Speed: 7.158 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.124
[Epoch 1][Batch 11199], Speed: 7.182 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.124
[Epoch 1][Batch 11299], Speed: 7.205 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.278,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.123
[Epoch 1][Batch 11399], Speed: 7.175 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.363,RCNNAcc=0.909,RCNNL1Loss=1.122
[Epoch 1][Batch 11499], Speed: 7.211 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.121
[Epoch 1][Batch 11599], Speed: 7.140 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.121
[Epoch 1][Batch 11699], Speed: 7.193 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.120
[Epoch 1][Batch 11799], Speed: 7.212 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.909,RCNNL1Loss=1.120
[Epoch 1][Batch 11899], Speed: 7.185 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.910,RCNNL1Loss=1.119
[Epoch 1][Batch 11999], Speed: 7.142 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.362,RCNNAcc=0.910,RCNNL1Loss=1.118
[Epoch 1][Batch 12099], Speed: 7.206 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.118
[Epoch 1][Batch 12199], Speed: 7.128 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.136,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.117
[Epoch 1][Batch 12299], Speed: 7.190 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.116
[Epoch 1][Batch 12399], Speed: 7.209 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.277,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.116
[Epoch 1][Batch 12499], Speed: 7.187 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.115
[Epoch 1][Batch 12599], Speed: 7.092 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.361,RCNNAcc=0.910,RCNNL1Loss=1.114
[Epoch 1][Batch 12699], Speed: 7.192 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.113
[Epoch 1][Batch 12799], Speed: 7.234 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.113
[Epoch 1][Batch 12899], Speed: 7.200 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.112
[Epoch 1][Batch 12999], Speed: 7.237 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.112
[Epoch 1][Batch 13099], Speed: 7.128 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.111
[Epoch 1][Batch 13199], Speed: 7.188 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.360,RCNNAcc=0.910,RCNNL1Loss=1.110
[Epoch 1][Batch 13299], Speed: 7.136 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.110
[Epoch 1][Batch 13399], Speed: 7.231 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.109
[Epoch 1][Batch 13499], Speed: 7.180 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.109
[Epoch 1][Batch 13599], Speed: 7.165 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.108
[Epoch 1][Batch 13699], Speed: 7.187 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.039,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.107
[Epoch 1][Batch 13799], Speed: 7.220 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.359,RCNNAcc=0.910,RCNNL1Loss=1.107
[Epoch 1][Batch 13899], Speed: 7.137 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.106
[Epoch 1][Batch 13999], Speed: 7.152 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.105
[Epoch 1][Batch 14099], Speed: 7.191 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.276,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.105
[Epoch 1][Batch 14199], Speed: 7.190 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.104
[Epoch 1][Batch 14299], Speed: 7.142 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.104
[Epoch 1][Batch 14399], Speed: 7.162 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.358,RCNNAcc=0.910,RCNNL1Loss=1.103
[Epoch 1][Batch 14499], Speed: 7.194 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.102
[Epoch 1][Batch 14599], Speed: 7.112 samples/sec, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135,RPNAcc=0.980,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.102
[Epoch 1] Training cost: 16335.174, RPN_Conf=0.044,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.275,RCNN_SmoothL1=0.135
[Epoch 1] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.258
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.460
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.263
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.298
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.319
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.242
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.402
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.426
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.246
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.468
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525
person=44.6
bicycle=16.9
car=35.0
motorcycle=25.4
airplane=41.2
bus=49.6
train=45.6
truck=18.8
boat=16.0
traffic light=16.6
fire hydrant=54.9
stop sign=51.4
parking meter=29.6
bench=13.0
bird=22.8
cat=46.9
dog=39.6
horse=33.0
sheep=30.9
cow=23.4
elephant=41.2
bear=42.5
zebra=51.3
giraffe=56.3
backpack=8.7
umbrella=23.3
handbag=7.0
tie=20.1
suitcase=16.8
frisbee=47.6
skis=10.0
snowboard=14.1
sports ball=35.5
kite=28.0
baseball bat=14.0
baseball glove=27.3
skateboard=30.3
surfboard=18.5
tennis racket=35.2
bottle=30.2
wine glass=27.3
cup=31.9
fork=13.5
knife=7.1
spoon=6.6
bowl=30.5
banana=11.7
apple=11.3
sandwich=17.5
orange=20.5
broccoli=15.8
carrot=9.1
hot dog=11.7
pizza=36.4
donut=25.7
cake=18.5
chair=16.3
couch=23.2
potted plant=16.6
bed=25.1
dining table=16.2
toilet=37.3
tv=38.9
laptop=41.4
mouse=45.7
remote=16.6
keyboard=30.6
cell phone=22.1
microwave=33.3
oven=17.9
toaster=11.4
sink=22.6
refrigerator=24.1
book=8.4
clock=42.7
vase=24.2
scissors=9.5
teddy bear=26.4
hair drier=0.0
toothbrush=7.7
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=25.8
[Epoch 1] mAP 25.8 higher than current best [0] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 1] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0001_25.8000.params
[Epoch 2][Batch 99], Speed: 6.692 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.267,RCNN_SmoothL1=0.134,RPNAcc=0.981,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.101
[Epoch 2][Batch 199], Speed: 7.142 samples/sec, RPN_Conf=0.038,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.100
[Epoch 2][Batch 299], Speed: 7.145 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.357,RCNNAcc=0.910,RCNNL1Loss=1.100
[Epoch 2][Batch 399], Speed: 7.258 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.099
[Epoch 2][Batch 499], Speed: 7.228 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.098
[Epoch 2][Batch 599], Speed: 7.188 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.258,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.098
[Epoch 2][Batch 699], Speed: 7.203 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.097
[Epoch 2][Batch 799], Speed: 7.216 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.096
[Epoch 2][Batch 899], Speed: 7.194 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.356,RCNNAcc=0.910,RCNNL1Loss=1.096
[Epoch 2][Batch 999], Speed: 7.190 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.095
[Epoch 2][Batch 1099], Speed: 7.234 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.094
[Epoch 2][Batch 1199], Speed: 7.195 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.094
[Epoch 2][Batch 1299], Speed: 7.246 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.093
[Epoch 2][Batch 1399], Speed: 7.232 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.131,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.093
[Epoch 2][Batch 1499], Speed: 7.192 samples/sec, RPN_Conf=0.040,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.355,RCNNAcc=0.911,RCNNL1Loss=1.092
[Epoch 2][Batch 1599], Speed: 7.236 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.091
[Epoch 2][Batch 1699], Speed: 7.206 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.037,RCNN_CrossEntropy=0.257,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.091
[Epoch 2][Batch 1799], Speed: 7.198 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.130,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.090
[Epoch 2][Batch 1899], Speed: 7.189 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.256,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.089
[Epoch 2][Batch 1999], Speed: 7.241 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.089
[Epoch 2][Batch 2099], Speed: 7.146 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.354,RCNNAcc=0.911,RCNNL1Loss=1.088
[Epoch 2][Batch 2199], Speed: 7.199 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.088
[Epoch 2][Batch 2299], Speed: 7.188 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.087
[Epoch 2][Batch 2399], Speed: 7.203 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.086
[Epoch 2][Batch 2499], Speed: 7.213 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.086
[Epoch 2][Batch 2599], Speed: 7.221 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.085
[Epoch 2][Batch 2699], Speed: 7.152 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.353,RCNNAcc=0.911,RCNNL1Loss=1.085
[Epoch 2][Batch 2799], Speed: 7.212 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.084
[Epoch 2][Batch 2899], Speed: 7.188 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.255,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.084
[Epoch 2][Batch 2999], Speed: 7.203 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.083
[Epoch 2][Batch 3099], Speed: 7.194 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.082
[Epoch 2][Batch 3199], Speed: 7.197 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.082
[Epoch 2][Batch 3299], Speed: 7.207 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.129,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.081
[Epoch 2][Batch 3399], Speed: 7.227 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.352,RCNNAcc=0.911,RCNNL1Loss=1.081
[Epoch 2][Batch 3499], Speed: 7.236 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.080
[Epoch 2][Batch 3599], Speed: 7.180 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.080
[Epoch 2][Batch 3699], Speed: 7.195 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.079
[Epoch 2][Batch 3799], Speed: 7.250 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.078
[Epoch 2][Batch 3899], Speed: 7.172 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.078
[Epoch 2][Batch 3999], Speed: 7.250 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.078
[Epoch 2][Batch 4099], Speed: 7.172 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.077
[Epoch 2][Batch 4199], Speed: 7.175 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.351,RCNNAcc=0.911,RCNNL1Loss=1.076
[Epoch 2][Batch 4299], Speed: 7.186 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.076
[Epoch 2][Batch 4399], Speed: 7.259 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.075
[Epoch 2][Batch 4499], Speed: 7.234 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.075
[Epoch 2][Batch 4599], Speed: 7.188 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.911,RCNNL1Loss=1.074
[Epoch 2][Batch 4699], Speed: 7.211 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.074
[Epoch 2][Batch 4799], Speed: 7.248 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.350,RCNNAcc=0.912,RCNNL1Loss=1.073
[Epoch 2][Batch 4899], Speed: 7.223 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.073
[Epoch 2][Batch 4999], Speed: 7.184 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.072
[Epoch 2][Batch 5099], Speed: 7.221 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.254,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.072
[Epoch 2][Batch 5199], Speed: 7.237 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.071
[Epoch 2][Batch 5299], Speed: 7.167 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.071
[Epoch 2][Batch 5399], Speed: 7.123 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.070
[Epoch 2][Batch 5499], Speed: 7.189 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.128,RPNAcc=0.981,RPNL1Loss=0.349,RCNNAcc=0.912,RCNNL1Loss=1.069
[Epoch 2][Batch 5599], Speed: 7.195 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.069
[Epoch 2][Batch 5699], Speed: 7.216 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.068
[Epoch 2][Batch 5799], Speed: 7.265 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.068
[Epoch 2][Batch 5899], Speed: 7.283 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.067
[Epoch 2][Batch 5999], Speed: 7.163 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.067
[Epoch 2][Batch 6099], Speed: 7.212 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.066
[Epoch 2][Batch 6199], Speed: 7.250 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.348,RCNNAcc=0.912,RCNNL1Loss=1.066
[Epoch 2][Batch 6299], Speed: 7.279 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.065
[Epoch 2][Batch 6399], Speed: 7.239 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.065
[Epoch 2][Batch 6499], Speed: 7.164 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.064
[Epoch 2][Batch 6599], Speed: 7.202 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.064
[Epoch 2][Batch 6699], Speed: 7.184 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.063
[Epoch 2][Batch 6799], Speed: 7.201 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.063
[Epoch 2][Batch 6899], Speed: 7.277 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.063
[Epoch 2][Batch 6999], Speed: 7.273 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.347,RCNNAcc=0.912,RCNNL1Loss=1.062
[Epoch 2][Batch 7099], Speed: 7.197 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.062
[Epoch 2][Batch 7199], Speed: 7.226 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.061
[Epoch 2][Batch 7299], Speed: 7.207 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.061
[Epoch 2][Batch 7399], Speed: 7.173 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.060
[Epoch 2][Batch 7499], Speed: 7.184 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.060
[Epoch 2][Batch 7599], Speed: 7.245 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.981,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.059
[Epoch 2][Batch 7699], Speed: 7.180 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.059
[Epoch 2][Batch 7799], Speed: 7.194 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.346,RCNNAcc=0.912,RCNNL1Loss=1.058
[Epoch 2][Batch 7899], Speed: 7.198 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.058
[Epoch 2][Batch 7999], Speed: 7.253 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.057
[Epoch 2][Batch 8099], Speed: 7.233 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.057
[Epoch 2][Batch 8199], Speed: 7.210 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.056
[Epoch 2][Batch 8299], Speed: 7.224 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.056
[Epoch 2][Batch 8399], Speed: 7.219 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.056
[Epoch 2][Batch 8499], Speed: 7.200 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.055
[Epoch 2][Batch 8599], Speed: 7.183 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.055
[Epoch 2][Batch 8699], Speed: 7.165 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.345,RCNNAcc=0.912,RCNNL1Loss=1.054
[Epoch 2][Batch 8799], Speed: 7.175 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.054
[Epoch 2][Batch 8899], Speed: 7.192 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.053
[Epoch 2][Batch 8999], Speed: 7.185 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.053
[Epoch 2][Batch 9099], Speed: 7.239 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.052
[Epoch 2][Batch 9199], Speed: 7.184 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.052
[Epoch 2][Batch 9299], Speed: 7.212 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.052
[Epoch 2][Batch 9399], Speed: 7.260 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.051
[Epoch 2][Batch 9499], Speed: 7.239 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.051
[Epoch 2][Batch 9599], Speed: 7.192 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.344,RCNNAcc=0.913,RCNNL1Loss=1.050
[Epoch 2][Batch 9699], Speed: 7.210 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.050
[Epoch 2][Batch 9799], Speed: 7.178 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.050
[Epoch 2][Batch 9899], Speed: 7.239 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.049
[Epoch 2][Batch 9999], Speed: 7.165 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.049
[Epoch 2][Batch 10099], Speed: 7.180 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.048
[Epoch 2][Batch 10199], Speed: 7.156 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.048
[Epoch 2][Batch 10299], Speed: 7.209 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.047
[Epoch 2][Batch 10399], Speed: 7.174 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.343,RCNNAcc=0.913,RCNNL1Loss=1.047
[Epoch 2][Batch 10499], Speed: 7.209 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.047
[Epoch 2][Batch 10599], Speed: 7.248 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.046
[Epoch 2][Batch 10699], Speed: 7.211 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.046
[Epoch 2][Batch 10799], Speed: 7.262 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.045
[Epoch 2][Batch 10899], Speed: 7.258 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.045
[Epoch 2][Batch 10999], Speed: 7.258 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.045
[Epoch 2][Batch 11099], Speed: 7.200 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.044
[Epoch 2][Batch 11199], Speed: 7.162 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.044
[Epoch 2][Batch 11299], Speed: 7.221 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.342,RCNNAcc=0.913,RCNNL1Loss=1.043
[Epoch 2][Batch 11399], Speed: 7.273 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.043
[Epoch 2][Batch 11499], Speed: 7.231 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.043
[Epoch 2][Batch 11599], Speed: 7.174 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.042
[Epoch 2][Batch 11699], Speed: 7.205 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.042
[Epoch 2][Batch 11799], Speed: 7.198 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.253,RCNN_SmoothL1=0.127,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.041
[Epoch 2][Batch 11899], Speed: 7.214 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.041
[Epoch 2][Batch 11999], Speed: 7.181 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.041
[Epoch 2][Batch 12099], Speed: 7.130 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.341,RCNNAcc=0.913,RCNNL1Loss=1.040
[Epoch 2][Batch 12199], Speed: 7.224 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.040
[Epoch 2][Batch 12299], Speed: 7.212 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.039
[Epoch 2][Batch 12399], Speed: 7.249 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.039
[Epoch 2][Batch 12499], Speed: 7.181 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.039
[Epoch 2][Batch 12599], Speed: 7.218 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.038
[Epoch 2][Batch 12699], Speed: 7.210 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.038
[Epoch 2][Batch 12799], Speed: 7.241 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.037
[Epoch 2][Batch 12899], Speed: 7.224 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.037
[Epoch 2][Batch 12999], Speed: 7.203 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.037
[Epoch 2][Batch 13099], Speed: 7.218 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.340,RCNNAcc=0.913,RCNNL1Loss=1.036
[Epoch 2][Batch 13199], Speed: 7.161 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.036
[Epoch 2][Batch 13299], Speed: 7.201 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.035
[Epoch 2][Batch 13399], Speed: 7.141 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.035
[Epoch 2][Batch 13499], Speed: 7.269 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.035
[Epoch 2][Batch 13599], Speed: 7.176 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.034
[Epoch 2][Batch 13699], Speed: 7.167 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.034
[Epoch 2][Batch 13799], Speed: 7.130 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.033
[Epoch 2][Batch 13899], Speed: 7.206 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.913,RCNNL1Loss=1.033
[Epoch 2][Batch 13999], Speed: 7.203 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.339,RCNNAcc=0.914,RCNNL1Loss=1.033
[Epoch 2][Batch 14099], Speed: 7.209 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.032
[Epoch 2][Batch 14199], Speed: 7.228 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.032
[Epoch 2][Batch 14299], Speed: 7.171 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.032
[Epoch 2][Batch 14399], Speed: 7.227 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.031
[Epoch 2][Batch 14499], Speed: 7.204 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.031
[Epoch 2][Batch 14599], Speed: 7.186 samples/sec, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.031
[Epoch 2] Training cost: 16280.444, RPN_Conf=0.039,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.252,RCNN_SmoothL1=0.126
[Epoch 2] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0002_0.0000.params
[Epoch 3][Batch 99], Speed: 6.717 samples/sec, RPN_Conf=0.037,RPN_SmoothL1=0.038,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.123,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.030
[Epoch 3][Batch 199], Speed: 7.170 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.036,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.030
[Epoch 3][Batch 299], Speed: 7.170 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.338,RCNNAcc=0.914,RCNNL1Loss=1.029
[Epoch 3][Batch 399], Speed: 7.190 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.029
[Epoch 3][Batch 499], Speed: 7.179 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.028
[Epoch 3][Batch 599], Speed: 7.192 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.028
[Epoch 3][Batch 699], Speed: 7.210 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.234,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.028
[Epoch 3][Batch 799], Speed: 7.212 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.235,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.027
[Epoch 3][Batch 899], Speed: 7.206 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.027
[Epoch 3][Batch 999], Speed: 7.182 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.026
[Epoch 3][Batch 1099], Speed: 7.222 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.026
[Epoch 3][Batch 1199], Speed: 7.202 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.120,RPNAcc=0.982,RPNL1Loss=0.337,RCNNAcc=0.914,RCNNL1Loss=1.025
[Epoch 3][Batch 1299], Speed: 7.259 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.236,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.025
[Epoch 3][Batch 1399], Speed: 7.132 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.025
[Epoch 3][Batch 1499], Speed: 7.135 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.024
[Epoch 3][Batch 1599], Speed: 7.200 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.024
[Epoch 3][Batch 1699], Speed: 7.256 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.024
[Epoch 3][Batch 1799], Speed: 7.177 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.023
[Epoch 3][Batch 1899], Speed: 7.210 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.023
[Epoch 3][Batch 1999], Speed: 7.180 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.022
[Epoch 3][Batch 2099], Speed: 7.115 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.022
[Epoch 3][Batch 2199], Speed: 7.183 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.336,RCNNAcc=0.914,RCNNL1Loss=1.022
[Epoch 3][Batch 2299], Speed: 7.181 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.021
[Epoch 3][Batch 2399], Speed: 7.252 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.021
[Epoch 3][Batch 2499], Speed: 7.199 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.021
[Epoch 3][Batch 2599], Speed: 7.174 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.020
[Epoch 3][Batch 2699], Speed: 7.153 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.020
[Epoch 3][Batch 2799], Speed: 7.205 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.020
[Epoch 3][Batch 2899], Speed: 7.198 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.019
[Epoch 3][Batch 2999], Speed: 7.146 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.122,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.019
[Epoch 3][Batch 3099], Speed: 7.190 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.335,RCNNAcc=0.914,RCNNL1Loss=1.018
[Epoch 3][Batch 3199], Speed: 7.250 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.018
[Epoch 3][Batch 3299], Speed: 7.173 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.018
[Epoch 3][Batch 3399], Speed: 7.172 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.035,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.017
[Epoch 3][Batch 3499], Speed: 7.165 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.017
[Epoch 3][Batch 3599], Speed: 7.172 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.017
[Epoch 3][Batch 3699], Speed: 7.156 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.016
[Epoch 3][Batch 3799], Speed: 7.183 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.016
[Epoch 3][Batch 3899], Speed: 7.174 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.015
[Epoch 3][Batch 3999], Speed: 7.180 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.982,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.015
[Epoch 3][Batch 4099], Speed: 7.181 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.334,RCNNAcc=0.914,RCNNL1Loss=1.015
[Epoch 3][Batch 4199], Speed: 7.171 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.014
[Epoch 3][Batch 4299], Speed: 7.180 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.914,RCNNL1Loss=1.014
[Epoch 3][Batch 4399], Speed: 7.206 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.014
[Epoch 3][Batch 4499], Speed: 7.163 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.013
[Epoch 3][Batch 4599], Speed: 7.164 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.013
[Epoch 3][Batch 4699], Speed: 7.149 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.013
[Epoch 3][Batch 4799], Speed: 7.152 samples/sec, RPN_Conf=0.035,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.012
[Epoch 3][Batch 4899], Speed: 7.146 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.012
[Epoch 3][Batch 4999], Speed: 7.169 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.012
[Epoch 3][Batch 5099], Speed: 7.211 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.011
[Epoch 3][Batch 5199], Speed: 7.183 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.333,RCNNAcc=0.915,RCNNL1Loss=1.011
[Epoch 3][Batch 5299], Speed: 7.177 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.011
[Epoch 3][Batch 5399], Speed: 7.176 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.011
[Epoch 3][Batch 5499], Speed: 7.204 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.010
[Epoch 3][Batch 5599], Speed: 7.238 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.010
[Epoch 3][Batch 5699], Speed: 7.161 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.009
[Epoch 3][Batch 5799], Speed: 7.174 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.009
[Epoch 3][Batch 5899], Speed: 7.272 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.009
[Epoch 3][Batch 5999], Speed: 7.177 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.008
[Epoch 3][Batch 6099], Speed: 7.153 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.008
[Epoch 3][Batch 6199], Speed: 7.224 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.008
[Epoch 3][Batch 6299], Speed: 7.142 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.332,RCNNAcc=0.915,RCNNL1Loss=1.007
[Epoch 3][Batch 6399], Speed: 7.045 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.007
[Epoch 3][Batch 6499], Speed: 7.157 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.007
[Epoch 3][Batch 6599], Speed: 7.213 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.237,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.007
[Epoch 3][Batch 6699], Speed: 7.200 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.006
[Epoch 3][Batch 6799], Speed: 7.182 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.006
[Epoch 3][Batch 6899], Speed: 7.287 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.006
[Epoch 3][Batch 6999], Speed: 7.120 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.005
[Epoch 3][Batch 7099], Speed: 7.141 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.005
[Epoch 3][Batch 7199], Speed: 7.189 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.005
[Epoch 3][Batch 7299], Speed: 7.170 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.004
[Epoch 3][Batch 7399], Speed: 7.188 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.331,RCNNAcc=0.915,RCNNL1Loss=1.004
[Epoch 3][Batch 7499], Speed: 7.201 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.004
[Epoch 3][Batch 7599], Speed: 7.207 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.003
[Epoch 3][Batch 7699], Speed: 7.225 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.003
[Epoch 3][Batch 7799], Speed: 7.210 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.003
[Epoch 3][Batch 7899], Speed: 7.207 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.003
[Epoch 3][Batch 7999], Speed: 7.193 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.238,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.002
[Epoch 3][Batch 8099], Speed: 7.207 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.002
[Epoch 3][Batch 8199], Speed: 7.156 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.002
[Epoch 3][Batch 8299], Speed: 7.172 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.001
[Epoch 3][Batch 8399], Speed: 7.226 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.001
[Epoch 3][Batch 8499], Speed: 7.141 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.330,RCNNAcc=0.915,RCNNL1Loss=1.001
[Epoch 3][Batch 8599], Speed: 7.216 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=1.000
[Epoch 3][Batch 8699], Speed: 7.216 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=1.000
[Epoch 3][Batch 8799], Speed: 7.147 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=1.000
[Epoch 3][Batch 8899], Speed: 7.209 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=1.000
[Epoch 3][Batch 8999], Speed: 7.224 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.999
[Epoch 3][Batch 9099], Speed: 7.186 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.999
[Epoch 3][Batch 9199], Speed: 7.201 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.999
[Epoch 3][Batch 9299], Speed: 7.171 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.999
[Epoch 3][Batch 9399], Speed: 7.169 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.998
[Epoch 3][Batch 9499], Speed: 7.245 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.998
[Epoch 3][Batch 9599], Speed: 7.239 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.998
[Epoch 3][Batch 9699], Speed: 7.193 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.329,RCNNAcc=0.915,RCNNL1Loss=0.997
[Epoch 3][Batch 9799], Speed: 7.232 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.997
[Epoch 3][Batch 9899], Speed: 7.112 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.997
[Epoch 3][Batch 9999], Speed: 7.116 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.996
[Epoch 3][Batch 10099], Speed: 7.196 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.996
[Epoch 3][Batch 10199], Speed: 7.246 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.996
[Epoch 3][Batch 10299], Speed: 7.207 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.996
[Epoch 3][Batch 10399], Speed: 7.226 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.995
[Epoch 3][Batch 10499], Speed: 7.199 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.995
[Epoch 3][Batch 10599], Speed: 7.172 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.995
[Epoch 3][Batch 10699], Speed: 7.169 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.995
[Epoch 3][Batch 10799], Speed: 7.194 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.994
[Epoch 3][Batch 10899], Speed: 7.262 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.915,RCNNL1Loss=0.994
[Epoch 3][Batch 10999], Speed: 7.178 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=0.994
[Epoch 3][Batch 11099], Speed: 7.200 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.328,RCNNAcc=0.916,RCNNL1Loss=0.993
[Epoch 3][Batch 11199], Speed: 7.211 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.993
[Epoch 3][Batch 11299], Speed: 7.181 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.993
[Epoch 3][Batch 11399], Speed: 7.124 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.993
[Epoch 3][Batch 11499], Speed: 7.255 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.992
[Epoch 3][Batch 11599], Speed: 7.200 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.992
[Epoch 3][Batch 11699], Speed: 7.239 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.992
[Epoch 3][Batch 11799], Speed: 7.206 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.992
[Epoch 3][Batch 11899], Speed: 7.211 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.991
[Epoch 3][Batch 11999], Speed: 7.195 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.991
[Epoch 3][Batch 12099], Speed: 7.210 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.991
[Epoch 3][Batch 12199], Speed: 7.200 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.991
[Epoch 3][Batch 12299], Speed: 7.212 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.327,RCNNAcc=0.916,RCNNL1Loss=0.990
[Epoch 3][Batch 12399], Speed: 7.162 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.990
[Epoch 3][Batch 12499], Speed: 7.248 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.990
[Epoch 3][Batch 12599], Speed: 7.152 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.990
[Epoch 3][Batch 12699], Speed: 7.153 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.989
[Epoch 3][Batch 12799], Speed: 7.264 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.989
[Epoch 3][Batch 12899], Speed: 7.202 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.989
[Epoch 3][Batch 12999], Speed: 7.139 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.989
[Epoch 3][Batch 13099], Speed: 7.204 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.988
[Epoch 3][Batch 13199], Speed: 7.226 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.988
[Epoch 3][Batch 13299], Speed: 7.180 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.240,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.988
[Epoch 3][Batch 13399], Speed: 7.171 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.987
[Epoch 3][Batch 13499], Speed: 7.209 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.987
[Epoch 3][Batch 13599], Speed: 7.172 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.987
[Epoch 3][Batch 13699], Speed: 7.202 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.326,RCNNAcc=0.916,RCNNL1Loss=0.987
[Epoch 3][Batch 13799], Speed: 7.148 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.986
[Epoch 3][Batch 13899], Speed: 7.147 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.986
[Epoch 3][Batch 13999], Speed: 7.199 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.986
[Epoch 3][Batch 14099], Speed: 7.171 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.121,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.986
[Epoch 3][Batch 14199], Speed: 7.199 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.985
[Epoch 3][Batch 14299], Speed: 7.243 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.985
[Epoch 3][Batch 14399], Speed: 7.243 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.985
[Epoch 3][Batch 14499], Speed: 7.203 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.984
[Epoch 3][Batch 14599], Speed: 7.183 samples/sec, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.984
[Epoch 3] Training cost: 16320.243, RPN_Conf=0.036,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.239,RCNN_SmoothL1=0.120
[Epoch 3] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.297
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.503
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.318
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.178
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.331
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.371
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.270
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.440
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.464
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.289
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.502
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.575
person=46.7
bicycle=23.1
car=37.3
motorcycle=28.3
airplane=50.1
bus=51.4
train=50.0
truck=25.5
boat=17.5
traffic light=22.5
fire hydrant=58.2
stop sign=58.3
parking meter=33.5
bench=16.7
bird=25.4
cat=48.1
dog=40.9
horse=39.3
sheep=31.0
cow=41.8
elephant=46.6
bear=54.5
zebra=55.6
giraffe=53.3
backpack=10.2
umbrella=27.5
handbag=8.8
tie=24.3
suitcase=20.5
frisbee=50.6
skis=12.7
snowboard=16.6
sports ball=35.0
kite=29.8
baseball bat=18.6
baseball glove=28.0
skateboard=37.9
surfboard=26.7
tennis racket=33.2
bottle=31.1
wine glass=30.6
cup=33.4
fork=21.4
knife=9.5
spoon=10.2
bowl=32.0
banana=15.9
apple=11.2
sandwich=20.6
orange=20.4
broccoli=17.9
carrot=12.7
hot dog=12.7
pizza=39.5
donut=28.4
cake=20.9
chair=18.8
couch=30.8
potted plant=20.1
bed=30.4
dining table=20.2
toilet=42.8
tv=44.7
laptop=46.0
mouse=52.8
remote=18.7
keyboard=39.1
cell phone=28.5
microwave=42.2
oven=22.0
toaster=26.8
sink=25.5
refrigerator=35.1
book=9.7
clock=42.4
vase=26.3
scissors=12.0
teddy bear=28.8
hair drier=0.4
toothbrush=8.9
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=29.7
[Epoch 3] mAP 29.7 higher than current best [25.8] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 3] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0003_29.7000.params
[Epoch 4][Batch 99], Speed: 6.776 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.120,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.984
[Epoch 4][Batch 199], Speed: 7.226 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.983
[Epoch 4][Batch 299], Speed: 7.232 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.114,RPNAcc=0.983,RPNL1Loss=0.325,RCNNAcc=0.916,RCNNL1Loss=0.983
[Epoch 4][Batch 399], Speed: 7.244 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.225,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.983
[Epoch 4][Batch 499], Speed: 7.223 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.983
[Epoch 4][Batch 599], Speed: 7.229 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.982
[Epoch 4][Batch 699], Speed: 7.237 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.982
[Epoch 4][Batch 799], Speed: 7.198 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.115,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.982
[Epoch 4][Batch 899], Speed: 7.190 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.981
[Epoch 4][Batch 999], Speed: 7.190 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.981
[Epoch 4][Batch 1099], Speed: 7.205 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.981
[Epoch 4][Batch 1199], Speed: 7.189 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.981
[Epoch 4][Batch 1299], Speed: 6.998 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.980
[Epoch 4][Batch 1399], Speed: 7.244 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.324,RCNNAcc=0.916,RCNNL1Loss=0.980
[Epoch 4][Batch 1499], Speed: 7.163 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.980
[Epoch 4][Batch 1599], Speed: 7.212 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.980
[Epoch 4][Batch 1699], Speed: 7.190 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.979
[Epoch 4][Batch 1799], Speed: 7.220 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.979
[Epoch 4][Batch 1899], Speed: 7.222 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.979
[Epoch 4][Batch 1999], Speed: 7.225 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.978
[Epoch 4][Batch 2099], Speed: 7.240 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.978
[Epoch 4][Batch 2199], Speed: 7.223 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.227,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.978
[Epoch 4][Batch 2299], Speed: 7.207 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.978
[Epoch 4][Batch 2399], Speed: 7.248 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.977
[Epoch 4][Batch 2499], Speed: 7.255 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.977
[Epoch 4][Batch 2599], Speed: 7.226 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.977
[Epoch 4][Batch 2699], Speed: 7.238 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.977
[Epoch 4][Batch 2799], Speed: 7.227 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.323,RCNNAcc=0.916,RCNNL1Loss=0.976
[Epoch 4][Batch 2899], Speed: 7.221 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.116,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.976
[Epoch 4][Batch 2999], Speed: 7.223 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.976
[Epoch 4][Batch 3099], Speed: 7.230 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.916,RCNNL1Loss=0.975
[Epoch 4][Batch 3199], Speed: 7.201 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.975
[Epoch 4][Batch 3299], Speed: 7.217 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.975
[Epoch 4][Batch 3399], Speed: 7.199 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.975
[Epoch 4][Batch 3499], Speed: 7.225 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.974
[Epoch 4][Batch 3599], Speed: 7.228 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.974
[Epoch 4][Batch 3699], Speed: 7.243 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.974
[Epoch 4][Batch 3799], Speed: 7.146 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.974
[Epoch 4][Batch 3899], Speed: 7.265 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.974
[Epoch 4][Batch 3999], Speed: 7.212 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.973
[Epoch 4][Batch 4099], Speed: 7.173 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.973
[Epoch 4][Batch 4199], Speed: 7.160 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.322,RCNNAcc=0.917,RCNNL1Loss=0.973
[Epoch 4][Batch 4299], Speed: 7.111 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.973
[Epoch 4][Batch 4399], Speed: 7.161 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.972
[Epoch 4][Batch 4499], Speed: 7.208 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.972
[Epoch 4][Batch 4599], Speed: 7.153 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.972
[Epoch 4][Batch 4699], Speed: 7.189 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.972
[Epoch 4][Batch 4799], Speed: 7.194 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.983,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.971
[Epoch 4][Batch 4899], Speed: 7.230 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.971
[Epoch 4][Batch 4999], Speed: 7.173 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.971
[Epoch 4][Batch 5099], Speed: 7.218 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.228,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.971
[Epoch 4][Batch 5199], Speed: 7.214 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.970
[Epoch 4][Batch 5299], Speed: 7.222 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.970
[Epoch 4][Batch 5399], Speed: 7.261 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.970
[Epoch 4][Batch 5499], Speed: 7.139 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.970
[Epoch 4][Batch 5599], Speed: 7.246 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.321,RCNNAcc=0.917,RCNNL1Loss=0.969
[Epoch 4][Batch 5699], Speed: 7.236 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.969
[Epoch 4][Batch 5799], Speed: 7.215 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.969
[Epoch 4][Batch 5899], Speed: 7.160 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.969
[Epoch 4][Batch 5999], Speed: 7.235 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.968
[Epoch 4][Batch 6099], Speed: 7.234 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.968
[Epoch 4][Batch 6199], Speed: 7.230 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.968
[Epoch 4][Batch 6299], Speed: 7.202 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.968
[Epoch 4][Batch 6399], Speed: 7.235 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.967
[Epoch 4][Batch 6499], Speed: 7.213 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.967
[Epoch 4][Batch 6599], Speed: 7.236 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.967
[Epoch 4][Batch 6699], Speed: 7.239 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.967
[Epoch 4][Batch 6799], Speed: 7.230 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.967
[Epoch 4][Batch 6899], Speed: 7.201 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.966
[Epoch 4][Batch 6999], Speed: 7.199 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.966
[Epoch 4][Batch 7099], Speed: 7.267 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.320,RCNNAcc=0.917,RCNNL1Loss=0.966
[Epoch 4][Batch 7199], Speed: 7.193 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.966
[Epoch 4][Batch 7299], Speed: 7.247 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.965
[Epoch 4][Batch 7399], Speed: 7.237 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.965
[Epoch 4][Batch 7499], Speed: 7.199 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.965
[Epoch 4][Batch 7599], Speed: 7.197 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.965
[Epoch 4][Batch 7699], Speed: 7.187 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.965
[Epoch 4][Batch 7799], Speed: 7.257 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.964
[Epoch 4][Batch 7899], Speed: 7.227 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.964
[Epoch 4][Batch 7999], Speed: 7.195 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.964
[Epoch 4][Batch 8099], Speed: 7.208 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.964
[Epoch 4][Batch 8199], Speed: 7.262 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.963
[Epoch 4][Batch 8299], Speed: 7.207 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.963
[Epoch 4][Batch 8399], Speed: 7.241 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.963
[Epoch 4][Batch 8499], Speed: 7.228 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.963
[Epoch 4][Batch 8599], Speed: 7.273 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.963
[Epoch 4][Batch 8699], Speed: 7.272 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.319,RCNNAcc=0.917,RCNNL1Loss=0.962
[Epoch 4][Batch 8799], Speed: 7.270 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.962
[Epoch 4][Batch 8899], Speed: 7.242 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.962
[Epoch 4][Batch 8999], Speed: 7.183 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.962
[Epoch 4][Batch 9099], Speed: 7.184 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.962
[Epoch 4][Batch 9199], Speed: 7.184 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.961
[Epoch 4][Batch 9299], Speed: 7.219 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.961
[Epoch 4][Batch 9399], Speed: 7.241 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.961
[Epoch 4][Batch 9499], Speed: 7.215 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.961
[Epoch 4][Batch 9599], Speed: 7.239 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.961
[Epoch 4][Batch 9699], Speed: 7.237 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.960
[Epoch 4][Batch 9799], Speed: 7.228 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.960
[Epoch 4][Batch 9899], Speed: 7.235 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.960
[Epoch 4][Batch 9999], Speed: 7.246 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.960
[Epoch 4][Batch 10099], Speed: 7.270 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.959
[Epoch 4][Batch 10199], Speed: 7.238 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.959
[Epoch 4][Batch 10299], Speed: 7.209 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.318,RCNNAcc=0.917,RCNNL1Loss=0.959
[Epoch 4][Batch 10399], Speed: 7.187 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.959
[Epoch 4][Batch 10499], Speed: 7.237 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.959
[Epoch 4][Batch 10599], Speed: 7.262 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.958
[Epoch 4][Batch 10699], Speed: 7.185 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.958
[Epoch 4][Batch 10799], Speed: 7.269 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.958
[Epoch 4][Batch 10899], Speed: 7.224 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.958
[Epoch 4][Batch 10999], Speed: 7.275 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.958
[Epoch 4][Batch 11099], Speed: 7.302 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.957
[Epoch 4][Batch 11199], Speed: 7.221 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.957
[Epoch 4][Batch 11299], Speed: 7.249 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.917,RCNNL1Loss=0.957
[Epoch 4][Batch 11399], Speed: 7.262 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.957
[Epoch 4][Batch 11499], Speed: 7.215 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.229,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.957
[Epoch 4][Batch 11599], Speed: 7.209 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.956
[Epoch 4][Batch 11699], Speed: 7.200 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.956
[Epoch 4][Batch 11799], Speed: 6.952 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.956
[Epoch 4][Batch 11899], Speed: 7.249 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.956
[Epoch 4][Batch 11999], Speed: 7.255 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.317,RCNNAcc=0.918,RCNNL1Loss=0.956
[Epoch 4][Batch 12099], Speed: 7.248 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.955
[Epoch 4][Batch 12199], Speed: 7.232 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.955
[Epoch 4][Batch 12299], Speed: 7.192 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.955
[Epoch 4][Batch 12399], Speed: 7.190 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.955
[Epoch 4][Batch 12499], Speed: 7.236 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.955
[Epoch 4][Batch 12599], Speed: 7.218 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.954
[Epoch 4][Batch 12699], Speed: 7.278 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.954
[Epoch 4][Batch 12799], Speed: 7.239 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.954
[Epoch 4][Batch 12899], Speed: 7.206 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.954
[Epoch 4][Batch 12999], Speed: 7.223 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.954
[Epoch 4][Batch 13099], Speed: 7.301 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.953
[Epoch 4][Batch 13199], Speed: 7.215 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.953
[Epoch 4][Batch 13299], Speed: 7.239 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.953
[Epoch 4][Batch 13399], Speed: 7.196 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.953
[Epoch 4][Batch 13499], Speed: 7.261 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.953
[Epoch 4][Batch 13599], Speed: 7.171 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.953
[Epoch 4][Batch 13699], Speed: 7.253 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.316,RCNNAcc=0.918,RCNNL1Loss=0.952
[Epoch 4][Batch 13799], Speed: 7.265 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.952
[Epoch 4][Batch 13899], Speed: 7.266 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.952
[Epoch 4][Batch 13999], Speed: 7.215 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.952
[Epoch 4][Batch 14099], Speed: 7.190 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.952
[Epoch 4][Batch 14199], Speed: 7.256 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.951
[Epoch 4][Batch 14299], Speed: 7.210 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.951
[Epoch 4][Batch 14399], Speed: 7.261 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.951
[Epoch 4][Batch 14499], Speed: 7.222 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.951
[Epoch 4][Batch 14599], Speed: 7.241 samples/sec, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.951
[Epoch 4] Training cost: 16252.763, RPN_Conf=0.034,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.230,RCNN_SmoothL1=0.117
[Epoch 4] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0004_0.0000.params
[Epoch 5][Batch 99], Speed: 6.779 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.950
[Epoch 5][Batch 199], Speed: 7.219 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.950
[Epoch 5][Batch 299], Speed: 7.250 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.034,RCNN_CrossEntropy=0.220,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.950
[Epoch 5][Batch 399], Speed: 7.190 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.950
[Epoch 5][Batch 499], Speed: 7.264 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.949
[Epoch 5][Batch 599], Speed: 7.263 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.116,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.949
[Epoch 5][Batch 699], Speed: 7.287 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.315,RCNNAcc=0.918,RCNNL1Loss=0.949
[Epoch 5][Batch 799], Speed: 7.256 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.116,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.949
[Epoch 5][Batch 899], Speed: 7.232 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.117,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.948
[Epoch 5][Batch 999], Speed: 7.244 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.116,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.948
[Epoch 5][Batch 1099], Speed: 7.267 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.116,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.948
[Epoch 5][Batch 1199], Speed: 7.165 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.948
[Epoch 5][Batch 1299], Speed: 7.228 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.948
[Epoch 5][Batch 1399], Speed: 7.265 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.033,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.947
[Epoch 5][Batch 1499], Speed: 7.229 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.947
[Epoch 5][Batch 1599], Speed: 7.272 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.947
[Epoch 5][Batch 1699], Speed: 7.280 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.947
[Epoch 5][Batch 1799], Speed: 7.196 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.947
[Epoch 5][Batch 1899], Speed: 7.202 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.946
[Epoch 5][Batch 1999], Speed: 7.252 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.946
[Epoch 5][Batch 2099], Speed: 7.187 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.946
[Epoch 5][Batch 2199], Speed: 7.237 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.946
[Epoch 5][Batch 2299], Speed: 7.254 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.221,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.314,RCNNAcc=0.918,RCNNL1Loss=0.946
[Epoch 5][Batch 2399], Speed: 7.263 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.945
[Epoch 5][Batch 2499], Speed: 7.169 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.945
[Epoch 5][Batch 2599], Speed: 7.265 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.945
[Epoch 5][Batch 2699], Speed: 7.233 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.945
[Epoch 5][Batch 2799], Speed: 7.201 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.944
[Epoch 5][Batch 2899], Speed: 7.179 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.944
[Epoch 5][Batch 2999], Speed: 7.224 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.944
[Epoch 5][Batch 3099], Speed: 7.249 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.944
[Epoch 5][Batch 3199], Speed: 7.254 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.944
[Epoch 5][Batch 3299], Speed: 7.195 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.943
[Epoch 5][Batch 3399], Speed: 7.280 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.943
[Epoch 5][Batch 3499], Speed: 7.199 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.943
[Epoch 5][Batch 3599], Speed: 7.253 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.943
[Epoch 5][Batch 3699], Speed: 7.236 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.943
[Epoch 5][Batch 3799], Speed: 7.188 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.222,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.943
[Epoch 5][Batch 3899], Speed: 7.235 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.942
[Epoch 5][Batch 3999], Speed: 7.236 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.313,RCNNAcc=0.918,RCNNL1Loss=0.942
[Epoch 5][Batch 4099], Speed: 7.211 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.942
[Epoch 5][Batch 4199], Speed: 7.250 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.942
[Epoch 5][Batch 4299], Speed: 7.185 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.942
[Epoch 5][Batch 4399], Speed: 7.186 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.941
[Epoch 5][Batch 4499], Speed: 7.193 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.941
[Epoch 5][Batch 4599], Speed: 7.193 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.941
[Epoch 5][Batch 4699], Speed: 7.222 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.941
[Epoch 5][Batch 4799], Speed: 7.244 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.941
[Epoch 5][Batch 4899], Speed: 7.222 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.940
[Epoch 5][Batch 4999], Speed: 7.204 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.940
[Epoch 5][Batch 5099], Speed: 7.184 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.940
[Epoch 5][Batch 5199], Speed: 7.207 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.940
[Epoch 5][Batch 5299], Speed: 7.277 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.940
[Epoch 5][Batch 5399], Speed: 7.268 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.940
[Epoch 5][Batch 5499], Speed: 7.206 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.939
[Epoch 5][Batch 5599], Speed: 7.248 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.939
[Epoch 5][Batch 5699], Speed: 7.199 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.939
[Epoch 5][Batch 5799], Speed: 7.218 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.939
[Epoch 5][Batch 5899], Speed: 7.238 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.312,RCNNAcc=0.918,RCNNL1Loss=0.939
[Epoch 5][Batch 5999], Speed: 7.208 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.939
[Epoch 5][Batch 6099], Speed: 7.207 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.938
[Epoch 5][Batch 6199], Speed: 7.235 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.115,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.918,RCNNL1Loss=0.938
[Epoch 5][Batch 6299], Speed: 7.236 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.938
[Epoch 5][Batch 6399], Speed: 7.182 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.938
[Epoch 5][Batch 6499], Speed: 7.256 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.938
[Epoch 5][Batch 6599], Speed: 7.264 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.937
[Epoch 5][Batch 6699], Speed: 7.225 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.937
[Epoch 5][Batch 6799], Speed: 7.276 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.937
[Epoch 5][Batch 6899], Speed: 7.222 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.937
[Epoch 5][Batch 6999], Speed: 7.223 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.937
[Epoch 5][Batch 7099], Speed: 7.216 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.936
[Epoch 5][Batch 7199], Speed: 7.282 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.936
[Epoch 5][Batch 7299], Speed: 7.241 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.936
[Epoch 5][Batch 7399], Speed: 7.210 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.936
[Epoch 5][Batch 7499], Speed: 7.183 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.936
[Epoch 5][Batch 7599], Speed: 7.209 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.936
[Epoch 5][Batch 7699], Speed: 7.220 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.311,RCNNAcc=0.919,RCNNL1Loss=0.935
[Epoch 5][Batch 7799], Speed: 7.228 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.935
[Epoch 5][Batch 7899], Speed: 7.231 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.935
[Epoch 5][Batch 7999], Speed: 7.189 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.935
[Epoch 5][Batch 8099], Speed: 7.203 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.935
[Epoch 5][Batch 8199], Speed: 7.206 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.935
[Epoch 5][Batch 8299], Speed: 7.183 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.934
[Epoch 5][Batch 8399], Speed: 7.223 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.934
[Epoch 5][Batch 8499], Speed: 7.223 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.934
[Epoch 5][Batch 8599], Speed: 7.219 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.934
[Epoch 5][Batch 8699], Speed: 7.244 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.934
[Epoch 5][Batch 8799], Speed: 7.262 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.934
[Epoch 5][Batch 8899], Speed: 7.220 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.933
[Epoch 5][Batch 8999], Speed: 7.268 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.933
[Epoch 5][Batch 9099], Speed: 7.249 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.933
[Epoch 5][Batch 9199], Speed: 7.176 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.933
[Epoch 5][Batch 9299], Speed: 7.237 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.933
[Epoch 5][Batch 9399], Speed: 7.188 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.933
[Epoch 5][Batch 9499], Speed: 7.231 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.932
[Epoch 5][Batch 9599], Speed: 7.212 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.932
[Epoch 5][Batch 9699], Speed: 7.212 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.310,RCNNAcc=0.919,RCNNL1Loss=0.932
[Epoch 5][Batch 9799], Speed: 7.222 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.932
[Epoch 5][Batch 9899], Speed: 7.209 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.932
[Epoch 5][Batch 9999], Speed: 7.248 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.932
[Epoch 5][Batch 10099], Speed: 7.251 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.931
[Epoch 5][Batch 10199], Speed: 7.249 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.931
[Epoch 5][Batch 10299], Speed: 7.201 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.931
[Epoch 5][Batch 10399], Speed: 7.252 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.931
[Epoch 5][Batch 10499], Speed: 7.207 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.931
[Epoch 5][Batch 10599], Speed: 7.159 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.931
[Epoch 5][Batch 10699], Speed: 7.267 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.930
[Epoch 5][Batch 10799], Speed: 7.260 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.930
[Epoch 5][Batch 10899], Speed: 7.248 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.930
[Epoch 5][Batch 10999], Speed: 7.216 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.930
[Epoch 5][Batch 11099], Speed: 7.256 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.930
[Epoch 5][Batch 11199], Speed: 7.235 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.930
[Epoch 5][Batch 11299], Speed: 7.198 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.930
[Epoch 5][Batch 11399], Speed: 7.192 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.929
[Epoch 5][Batch 11499], Speed: 7.269 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.984,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.929
[Epoch 5][Batch 11599], Speed: 7.208 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.929
[Epoch 5][Batch 11699], Speed: 7.203 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.929
[Epoch 5][Batch 11799], Speed: 7.271 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.309,RCNNAcc=0.919,RCNNL1Loss=0.929
[Epoch 5][Batch 11899], Speed: 7.210 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.929
[Epoch 5][Batch 11999], Speed: 7.250 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.928
[Epoch 5][Batch 12099], Speed: 7.264 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.928
[Epoch 5][Batch 12199], Speed: 7.240 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.928
[Epoch 5][Batch 12299], Speed: 7.193 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.928
[Epoch 5][Batch 12399], Speed: 7.231 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.928
[Epoch 5][Batch 12499], Speed: 7.180 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.928
[Epoch 5][Batch 12599], Speed: 7.195 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.927
[Epoch 5][Batch 12699], Speed: 7.236 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.927
[Epoch 5][Batch 12799], Speed: 7.249 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.927
[Epoch 5][Batch 12899], Speed: 7.234 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.927
[Epoch 5][Batch 12999], Speed: 7.190 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.927
[Epoch 5][Batch 13099], Speed: 7.229 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.927
[Epoch 5][Batch 13199], Speed: 7.213 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.927
[Epoch 5][Batch 13299], Speed: 7.230 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.926
[Epoch 5][Batch 13399], Speed: 7.165 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.926
[Epoch 5][Batch 13499], Speed: 7.261 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.926
[Epoch 5][Batch 13599], Speed: 7.212 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.926
[Epoch 5][Batch 13699], Speed: 7.249 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.926
[Epoch 5][Batch 13799], Speed: 7.215 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.926
[Epoch 5][Batch 13899], Speed: 7.222 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.926
[Epoch 5][Batch 13999], Speed: 7.262 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.308,RCNNAcc=0.919,RCNNL1Loss=0.925
[Epoch 5][Batch 14099], Speed: 7.263 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.925
[Epoch 5][Batch 14199], Speed: 7.223 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.925
[Epoch 5][Batch 14299], Speed: 7.233 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.223,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.925
[Epoch 5][Batch 14399], Speed: 7.265 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.925
[Epoch 5][Batch 14499], Speed: 7.261 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.925
[Epoch 5][Batch 14599], Speed: 7.042 samples/sec, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.925
[Epoch 5] Training cost: 16235.438, RPN_Conf=0.033,RPN_SmoothL1=0.032,RCNN_CrossEntropy=0.224,RCNN_SmoothL1=0.114
[Epoch 5] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.312
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.521
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.335
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.354
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.278
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.456
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.484
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.318
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.529
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.585
person=48.2
bicycle=25.7
car=34.8
motorcycle=32.7
airplane=50.9
bus=55.8
train=48.8
truck=26.2
boat=19.7
traffic light=23.9
fire hydrant=57.5
stop sign=55.8
parking meter=36.9
bench=15.8
bird=28.6
cat=44.3
dog=40.5
horse=44.3
sheep=38.5
cow=38.9
elephant=51.3
bear=56.1
zebra=57.9
giraffe=57.2
backpack=9.7
umbrella=29.9
handbag=10.1
tie=26.9
suitcase=19.7
frisbee=54.5
skis=17.9
snowboard=19.5
sports ball=37.1
kite=32.4
baseball bat=19.6
baseball glove=28.7
skateboard=37.5
surfboard=26.6
tennis racket=37.5
bottle=33.3
wine glass=26.2
cup=35.9
fork=21.0
knife=10.5
spoon=9.2
bowl=33.8
banana=19.1
apple=12.2
sandwich=21.0
orange=23.6
broccoli=18.4
carrot=14.8
hot dog=17.8
pizza=44.4
donut=30.6
cake=27.7
chair=19.9
couch=28.3
potted plant=17.5
bed=25.9
dining table=19.4
toilet=47.0
tv=44.1
laptop=47.4
mouse=49.9
remote=21.6
keyboard=41.5
cell phone=25.7
microwave=44.1
oven=22.0
toaster=22.6
sink=22.6
refrigerator=39.0
book=12.7
clock=47.8
vase=27.3
scissors=17.1
teddy bear=36.4
hair drier=4.0
toothbrush=14.8
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=31.2
[Epoch 5] mAP 31.2 higher than current best [29.7] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 5] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0005_31.2000.params
[Epoch 6][Batch 99], Speed: 6.748 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.102,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.924
[Epoch 6][Batch 199], Speed: 7.199 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.103,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.924
[Epoch 6][Batch 299], Speed: 7.244 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.924
[Epoch 6][Batch 399], Speed: 7.224 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.107,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.924
[Epoch 6][Batch 499], Speed: 7.226 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.923
[Epoch 6][Batch 599], Speed: 7.251 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.923
[Epoch 6][Batch 699], Speed: 7.241 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.923
[Epoch 6][Batch 799], Speed: 7.267 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.923
[Epoch 6][Batch 899], Speed: 7.206 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.923
[Epoch 6][Batch 999], Speed: 7.206 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.923
[Epoch 6][Batch 1099], Speed: 7.237 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.922
[Epoch 6][Batch 1199], Speed: 7.194 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.307,RCNNAcc=0.919,RCNNL1Loss=0.922
[Epoch 6][Batch 1299], Speed: 7.186 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.922
[Epoch 6][Batch 1399], Speed: 7.219 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.922
[Epoch 6][Batch 1499], Speed: 7.238 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.922
[Epoch 6][Batch 1599], Speed: 7.229 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.922
[Epoch 6][Batch 1699], Speed: 7.184 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.921
[Epoch 6][Batch 1799], Speed: 7.211 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.921
[Epoch 6][Batch 1899], Speed: 7.256 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.919,RCNNL1Loss=0.921
[Epoch 6][Batch 1999], Speed: 7.211 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.921
[Epoch 6][Batch 2099], Speed: 7.237 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.921
[Epoch 6][Batch 2199], Speed: 7.261 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.921
[Epoch 6][Batch 2299], Speed: 7.206 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.920
[Epoch 6][Batch 2399], Speed: 7.230 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.920
[Epoch 6][Batch 2499], Speed: 7.229 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.920
[Epoch 6][Batch 2599], Speed: 7.214 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.920
[Epoch 6][Batch 2699], Speed: 7.289 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.920
[Epoch 6][Batch 2799], Speed: 7.252 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.919
[Epoch 6][Batch 2899], Speed: 7.199 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.919
[Epoch 6][Batch 2999], Speed: 7.288 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.919
[Epoch 6][Batch 3099], Speed: 7.243 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.919
[Epoch 6][Batch 3199], Speed: 7.247 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.919
[Epoch 6][Batch 3299], Speed: 7.190 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.306,RCNNAcc=0.920,RCNNL1Loss=0.919
[Epoch 6][Batch 3399], Speed: 7.218 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.918
[Epoch 6][Batch 3499], Speed: 7.176 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.918
[Epoch 6][Batch 3599], Speed: 7.220 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.918
[Epoch 6][Batch 3699], Speed: 7.180 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.918
[Epoch 6][Batch 3799], Speed: 7.238 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.918
[Epoch 6][Batch 3899], Speed: 7.224 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.918
[Epoch 6][Batch 3999], Speed: 7.236 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.917
[Epoch 6][Batch 4099], Speed: 7.171 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.917
[Epoch 6][Batch 4199], Speed: 7.228 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.917
[Epoch 6][Batch 4299], Speed: 7.253 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.917
[Epoch 6][Batch 4399], Speed: 7.252 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.917
[Epoch 6][Batch 4499], Speed: 7.168 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.917
[Epoch 6][Batch 4599], Speed: 7.218 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.917
[Epoch 6][Batch 4699], Speed: 7.278 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.916
[Epoch 6][Batch 4799], Speed: 7.190 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.916
[Epoch 6][Batch 4899], Speed: 7.188 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.916
[Epoch 6][Batch 4999], Speed: 7.222 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.916
[Epoch 6][Batch 5099], Speed: 7.223 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.916
[Epoch 6][Batch 5199], Speed: 7.233 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.916
[Epoch 6][Batch 5299], Speed: 7.210 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.916
[Epoch 6][Batch 5399], Speed: 7.236 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.915
[Epoch 6][Batch 5499], Speed: 7.223 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.305,RCNNAcc=0.920,RCNNL1Loss=0.915
[Epoch 6][Batch 5599], Speed: 7.198 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.915
[Epoch 6][Batch 5699], Speed: 7.213 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.915
[Epoch 6][Batch 5799], Speed: 7.232 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.915
[Epoch 6][Batch 5899], Speed: 7.198 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.915
[Epoch 6][Batch 5999], Speed: 7.170 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.914
[Epoch 6][Batch 6099], Speed: 7.191 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.914
[Epoch 6][Batch 6199], Speed: 7.241 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.215,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.914
[Epoch 6][Batch 6299], Speed: 7.202 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.914
[Epoch 6][Batch 6399], Speed: 7.239 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.914
[Epoch 6][Batch 6499], Speed: 7.242 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.914
[Epoch 6][Batch 6599], Speed: 7.235 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.914
[Epoch 6][Batch 6699], Speed: 7.161 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.913
[Epoch 6][Batch 6799], Speed: 7.241 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.913
[Epoch 6][Batch 6899], Speed: 7.253 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.913
[Epoch 6][Batch 6999], Speed: 7.175 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.913
[Epoch 6][Batch 7099], Speed: 7.191 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.913
[Epoch 6][Batch 7199], Speed: 7.211 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.913
[Epoch 6][Batch 7299], Speed: 7.193 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.913
[Epoch 6][Batch 7399], Speed: 7.247 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.912
[Epoch 6][Batch 7499], Speed: 7.235 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.912
[Epoch 6][Batch 7599], Speed: 7.036 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.912
[Epoch 6][Batch 7699], Speed: 7.235 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.912
[Epoch 6][Batch 7799], Speed: 7.193 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.912
[Epoch 6][Batch 7899], Speed: 7.253 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.216,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.304,RCNNAcc=0.920,RCNNL1Loss=0.912
[Epoch 6][Batch 7999], Speed: 7.222 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.912
[Epoch 6][Batch 8099], Speed: 7.210 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.912
[Epoch 6][Batch 8199], Speed: 7.210 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.911
[Epoch 6][Batch 8299], Speed: 7.254 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.911
[Epoch 6][Batch 8399], Speed: 7.227 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.911
[Epoch 6][Batch 8499], Speed: 7.247 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.911
[Epoch 6][Batch 8599], Speed: 7.250 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.911
[Epoch 6][Batch 8699], Speed: 7.235 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.911
[Epoch 6][Batch 8799], Speed: 7.191 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.911
[Epoch 6][Batch 8899], Speed: 7.166 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.911
[Epoch 6][Batch 8999], Speed: 7.186 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.910
[Epoch 6][Batch 9099], Speed: 7.243 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.910
[Epoch 6][Batch 9199], Speed: 7.240 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.910
[Epoch 6][Batch 9299], Speed: 7.239 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.910
[Epoch 6][Batch 9399], Speed: 7.283 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.910
[Epoch 6][Batch 9499], Speed: 7.251 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.217,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.910
[Epoch 6][Batch 9599], Speed: 7.256 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.910
[Epoch 6][Batch 9699], Speed: 7.243 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.909
[Epoch 6][Batch 9799], Speed: 7.213 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.909
[Epoch 6][Batch 9899], Speed: 7.242 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.909
[Epoch 6][Batch 9999], Speed: 7.204 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.909
[Epoch 6][Batch 10099], Speed: 7.189 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.909
[Epoch 6][Batch 10199], Speed: 7.219 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.909
[Epoch 6][Batch 10299], Speed: 7.280 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.303,RCNNAcc=0.920,RCNNL1Loss=0.909
[Epoch 6][Batch 10399], Speed: 7.241 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.909
[Epoch 6][Batch 10499], Speed: 7.192 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.908
[Epoch 6][Batch 10599], Speed: 7.235 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.908
[Epoch 6][Batch 10699], Speed: 7.186 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.908
[Epoch 6][Batch 10799], Speed: 7.264 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.908
[Epoch 6][Batch 10899], Speed: 7.196 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.908
[Epoch 6][Batch 10999], Speed: 7.186 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.908
[Epoch 6][Batch 11099], Speed: 7.212 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.908
[Epoch 6][Batch 11199], Speed: 7.238 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.908
[Epoch 6][Batch 11299], Speed: 7.173 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.907
[Epoch 6][Batch 11399], Speed: 7.298 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.907
[Epoch 6][Batch 11499], Speed: 7.268 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.907
[Epoch 6][Batch 11599], Speed: 7.193 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.907
[Epoch 6][Batch 11699], Speed: 7.289 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.907
[Epoch 6][Batch 11799], Speed: 7.220 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.907
[Epoch 6][Batch 11899], Speed: 7.286 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.907
[Epoch 6][Batch 11999], Speed: 7.256 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.907
[Epoch 6][Batch 12099], Speed: 7.286 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.906
[Epoch 6][Batch 12199], Speed: 7.271 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.906
[Epoch 6][Batch 12299], Speed: 7.201 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.906
[Epoch 6][Batch 12399], Speed: 7.230 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.906
[Epoch 6][Batch 12499], Speed: 7.168 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.906
[Epoch 6][Batch 12599], Speed: 7.249 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.906
[Epoch 6][Batch 12699], Speed: 7.253 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.906
[Epoch 6][Batch 12799], Speed: 7.236 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.906
[Epoch 6][Batch 12899], Speed: 7.274 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.302,RCNNAcc=0.920,RCNNL1Loss=0.905
[Epoch 6][Batch 12999], Speed: 7.221 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.905
[Epoch 6][Batch 13099], Speed: 7.169 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.905
[Epoch 6][Batch 13199], Speed: 7.185 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.905
[Epoch 6][Batch 13299], Speed: 7.166 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.905
[Epoch 6][Batch 13399], Speed: 7.227 samples/sec, RPN_Conf=0.031,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.905
[Epoch 6][Batch 13499], Speed: 7.258 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.905
[Epoch 6][Batch 13599], Speed: 7.254 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.905
[Epoch 6][Batch 13699], Speed: 7.296 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.218,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 13799], Speed: 7.226 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 13899], Speed: 7.247 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 13999], Speed: 7.247 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.111,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 14099], Speed: 7.206 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 14199], Speed: 7.222 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 14299], Speed: 7.287 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 14399], Speed: 7.203 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 14499], Speed: 7.254 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.904
[Epoch 6][Batch 14599], Speed: 7.172 samples/sec, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.903
[Epoch 6] Training cost: 16240.062, RPN_Conf=0.032,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.219,RCNN_SmoothL1=0.112
[Epoch 6] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0006_0.0000.params
[Epoch 7][Batch 99], Speed: 6.786 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.920,RCNNL1Loss=0.903
[Epoch 7][Batch 199], Speed: 7.262 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.903
[Epoch 7][Batch 299], Speed: 7.207 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.903
[Epoch 7][Batch 399], Speed: 7.171 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.903
[Epoch 7][Batch 499], Speed: 7.237 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.903
[Epoch 7][Batch 599], Speed: 7.193 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.902
[Epoch 7][Batch 699], Speed: 7.193 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.902
[Epoch 7][Batch 799], Speed: 7.155 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.301,RCNNAcc=0.921,RCNNL1Loss=0.902
[Epoch 7][Batch 899], Speed: 7.204 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.902
[Epoch 7][Batch 999], Speed: 7.231 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.902
[Epoch 7][Batch 1099], Speed: 7.204 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.902
[Epoch 7][Batch 1199], Speed: 7.238 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.902
[Epoch 7][Batch 1299], Speed: 7.231 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.901
[Epoch 7][Batch 1399], Speed: 7.248 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.901
[Epoch 7][Batch 1499], Speed: 7.249 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.901
[Epoch 7][Batch 1599], Speed: 7.215 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.901
[Epoch 7][Batch 1699], Speed: 7.201 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.901
[Epoch 7][Batch 1799], Speed: 7.201 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.901
[Epoch 7][Batch 1899], Speed: 7.182 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.901
[Epoch 7][Batch 1999], Speed: 7.176 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.900
[Epoch 7][Batch 2099], Speed: 7.240 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.900
[Epoch 7][Batch 2199], Speed: 7.157 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.900
[Epoch 7][Batch 2299], Speed: 7.218 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.900
[Epoch 7][Batch 2399], Speed: 7.212 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.900
[Epoch 7][Batch 2499], Speed: 7.185 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.900
[Epoch 7][Batch 2599], Speed: 7.249 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.900
[Epoch 7][Batch 2699], Speed: 7.212 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.900
[Epoch 7][Batch 2799], Speed: 7.187 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.899
[Epoch 7][Batch 2899], Speed: 7.183 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.899
[Epoch 7][Batch 2999], Speed: 7.217 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.899
[Epoch 7][Batch 3099], Speed: 7.173 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.300,RCNNAcc=0.921,RCNNL1Loss=0.899
[Epoch 7][Batch 3199], Speed: 7.196 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.899
[Epoch 7][Batch 3299], Speed: 7.226 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.899
[Epoch 7][Batch 3399], Speed: 7.223 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.899
[Epoch 7][Batch 3499], Speed: 7.263 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.898
[Epoch 7][Batch 3599], Speed: 7.235 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.898
[Epoch 7][Batch 3699], Speed: 7.158 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.898
[Epoch 7][Batch 3799], Speed: 7.220 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.898
[Epoch 7][Batch 3899], Speed: 7.220 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.898
[Epoch 7][Batch 3999], Speed: 7.208 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.898
[Epoch 7][Batch 4099], Speed: 7.224 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.898
[Epoch 7][Batch 4199], Speed: 7.195 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.898
[Epoch 7][Batch 4299], Speed: 7.193 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.897
[Epoch 7][Batch 4399], Speed: 7.237 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.897
[Epoch 7][Batch 4499], Speed: 7.167 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.897
[Epoch 7][Batch 4599], Speed: 7.243 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.897
[Epoch 7][Batch 4699], Speed: 7.226 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.897
[Epoch 7][Batch 4799], Speed: 7.230 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.897
[Epoch 7][Batch 4899], Speed: 7.224 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.897
[Epoch 7][Batch 4999], Speed: 7.237 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.896
[Epoch 7][Batch 5099], Speed: 7.243 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.896
[Epoch 7][Batch 5199], Speed: 7.256 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.896
[Epoch 7][Batch 5299], Speed: 7.220 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.896
[Epoch 7][Batch 5399], Speed: 7.198 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.896
[Epoch 7][Batch 5499], Speed: 7.188 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.896
[Epoch 7][Batch 5599], Speed: 7.213 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.896
[Epoch 7][Batch 5699], Speed: 7.225 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.299,RCNNAcc=0.921,RCNNL1Loss=0.896
[Epoch 7][Batch 5799], Speed: 7.244 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.895
[Epoch 7][Batch 5899], Speed: 7.203 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.895
[Epoch 7][Batch 5999], Speed: 7.161 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.895
[Epoch 7][Batch 6099], Speed: 7.247 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.895
[Epoch 7][Batch 6199], Speed: 7.203 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.895
[Epoch 7][Batch 6299], Speed: 7.272 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.895
[Epoch 7][Batch 6399], Speed: 7.190 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.895
[Epoch 7][Batch 6499], Speed: 7.242 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.895
[Epoch 7][Batch 6599], Speed: 7.210 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.894
[Epoch 7][Batch 6699], Speed: 7.247 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.894
[Epoch 7][Batch 6799], Speed: 7.208 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.894
[Epoch 7][Batch 6899], Speed: 7.238 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.894
[Epoch 7][Batch 6999], Speed: 7.225 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.894
[Epoch 7][Batch 7099], Speed: 7.219 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.894
[Epoch 7][Batch 7199], Speed: 7.219 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.894
[Epoch 7][Batch 7299], Speed: 7.228 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.894
[Epoch 7][Batch 7399], Speed: 7.207 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 7499], Speed: 7.226 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 7599], Speed: 7.261 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 7699], Speed: 7.190 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 7799], Speed: 7.233 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 7899], Speed: 7.257 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 7999], Speed: 7.206 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 8099], Speed: 7.276 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 8199], Speed: 7.193 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.212,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.893
[Epoch 7][Batch 8299], Speed: 7.221 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.298,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 8399], Speed: 7.186 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 8499], Speed: 7.201 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 8599], Speed: 7.228 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 8699], Speed: 7.223 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 8799], Speed: 7.250 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 8899], Speed: 7.253 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 8999], Speed: 7.224 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 9099], Speed: 7.231 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.892
[Epoch 7][Batch 9199], Speed: 7.234 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 9299], Speed: 7.284 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 9399], Speed: 7.200 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 9499], Speed: 7.231 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 9599], Speed: 7.235 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 9699], Speed: 7.232 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 9799], Speed: 7.263 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 9899], Speed: 7.252 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 9999], Speed: 7.235 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.891
[Epoch 7][Batch 10099], Speed: 7.238 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10199], Speed: 7.228 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10299], Speed: 7.198 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10399], Speed: 7.248 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10499], Speed: 7.258 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.213,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10599], Speed: 7.319 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10699], Speed: 7.233 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10799], Speed: 7.234 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10899], Speed: 7.222 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.109,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 10999], Speed: 7.261 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.890
[Epoch 7][Batch 11099], Speed: 7.207 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11199], Speed: 7.228 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11299], Speed: 7.224 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.297,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11399], Speed: 7.229 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11499], Speed: 7.235 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11599], Speed: 7.193 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11699], Speed: 7.281 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11799], Speed: 7.123 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11899], Speed: 7.175 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.889
[Epoch 7][Batch 11999], Speed: 7.214 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12099], Speed: 7.220 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12199], Speed: 7.212 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12299], Speed: 7.215 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12399], Speed: 7.175 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12499], Speed: 7.221 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12599], Speed: 7.145 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.985,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12699], Speed: 7.196 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12799], Speed: 7.207 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12899], Speed: 7.193 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.888
[Epoch 7][Batch 12999], Speed: 7.181 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13099], Speed: 7.264 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13199], Speed: 7.257 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13299], Speed: 7.184 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13399], Speed: 7.247 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13499], Speed: 7.247 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13599], Speed: 7.223 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13699], Speed: 7.175 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13799], Speed: 7.190 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13899], Speed: 7.266 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.887
[Epoch 7][Batch 13999], Speed: 7.234 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.886
[Epoch 7][Batch 14099], Speed: 7.259 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.886
[Epoch 7][Batch 14199], Speed: 7.221 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.886
[Epoch 7][Batch 14299], Speed: 7.212 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.921,RCNNL1Loss=0.886
[Epoch 7][Batch 14399], Speed: 7.243 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.886
[Epoch 7][Batch 14499], Speed: 7.235 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.886
[Epoch 7][Batch 14599], Speed: 7.188 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110,RPNAcc=0.986,RPNL1Loss=0.296,RCNNAcc=0.922,RCNNL1Loss=0.886
[Epoch 7] Training cost: 16251.507, RPN_Conf=0.030,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.214,RCNN_SmoothL1=0.110
[Epoch 7] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.331
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.543
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.356
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.368
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.417
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.291
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.476
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.504
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.332
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.624
person=49.0
bicycle=26.8
car=39.3
motorcycle=37.2
airplane=49.8
bus=55.3
train=52.7
truck=23.1
boat=21.1
traffic light=23.1
fire hydrant=61.1
stop sign=62.4
parking meter=46.8
bench=17.2
bird=29.5
cat=55.8
dog=50.0
horse=43.3
sheep=40.8
cow=43.4
elephant=47.8
bear=54.8
zebra=56.2
giraffe=60.2
backpack=13.1
umbrella=30.0
handbag=11.0
tie=27.0
suitcase=26.1
frisbee=55.3
skis=15.9
snowboard=23.2
sports ball=36.3
kite=33.0
baseball bat=23.7
baseball glove=32.0
skateboard=41.7
surfboard=25.7
tennis racket=39.9
bottle=34.1
wine glass=32.1
cup=36.8
fork=26.2
knife=12.9
spoon=11.6
bowl=33.9
banana=18.5
apple=14.5
sandwich=24.2
orange=27.7
broccoli=22.3
carrot=17.2
hot dog=21.5
pizza=45.0
donut=34.8
cake=28.9
chair=20.5
couch=26.3
potted plant=20.6
bed=30.3
dining table=22.5
toilet=48.1
tv=43.5
laptop=48.9
mouse=49.0
remote=24.2
keyboard=41.7
cell phone=26.4
microwave=46.5
oven=25.0
toaster=22.3
sink=26.3
refrigerator=42.8
book=12.0
clock=48.1
vase=33.5
scissors=13.9
teddy bear=35.9
hair drier=1.3
toothbrush=14.1
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=33.1
[Epoch 7] mAP 33.1 higher than current best [31.2] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 7] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0007_33.1000.params
[Epoch 8][Batch 99], Speed: 6.777 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.031,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.886
[Epoch 8][Batch 199], Speed: 7.147 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.886
[Epoch 8][Batch 299], Speed: 7.201 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 399], Speed: 7.243 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 499], Speed: 7.255 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 599], Speed: 7.237 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 699], Speed: 7.253 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 799], Speed: 7.247 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 899], Speed: 7.235 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 999], Speed: 7.252 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 1099], Speed: 7.228 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.885
[Epoch 8][Batch 1199], Speed: 7.189 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.884
[Epoch 8][Batch 1299], Speed: 7.222 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.884
[Epoch 8][Batch 1399], Speed: 7.194 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.884
[Epoch 8][Batch 1499], Speed: 7.163 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.884
[Epoch 8][Batch 1599], Speed: 7.250 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.884
[Epoch 8][Batch 1699], Speed: 7.211 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.884
[Epoch 8][Batch 1799], Speed: 7.273 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.884
[Epoch 8][Batch 1899], Speed: 7.193 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.884
[Epoch 8][Batch 1999], Speed: 7.254 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.883
[Epoch 8][Batch 2099], Speed: 7.218 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.883
[Epoch 8][Batch 2199], Speed: 7.239 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.883
[Epoch 8][Batch 2299], Speed: 7.260 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.883
[Epoch 8][Batch 2399], Speed: 7.205 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.883
[Epoch 8][Batch 2499], Speed: 7.256 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.883
[Epoch 8][Batch 2599], Speed: 7.180 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.883
[Epoch 8][Batch 2699], Speed: 7.269 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.295,RCNNAcc=0.922,RCNNL1Loss=0.883
[Epoch 8][Batch 2799], Speed: 7.266 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 2899], Speed: 7.218 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 2999], Speed: 7.185 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 3099], Speed: 7.212 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 3199], Speed: 7.212 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 3299], Speed: 7.211 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 3399], Speed: 7.234 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 3499], Speed: 7.248 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 3599], Speed: 7.285 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.882
[Epoch 8][Batch 3699], Speed: 7.238 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 3799], Speed: 7.241 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 3899], Speed: 7.206 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 3999], Speed: 7.274 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 4099], Speed: 7.250 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 4199], Speed: 7.226 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 4299], Speed: 7.292 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 4399], Speed: 7.232 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 4499], Speed: 7.221 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.881
[Epoch 8][Batch 4599], Speed: 7.251 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 4699], Speed: 7.257 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 4799], Speed: 7.245 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 4899], Speed: 7.233 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 4999], Speed: 7.246 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 5099], Speed: 7.250 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 5199], Speed: 7.198 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 5299], Speed: 7.205 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 5399], Speed: 7.207 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.880
[Epoch 8][Batch 5499], Speed: 7.254 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 5599], Speed: 7.162 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 5699], Speed: 7.275 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.294,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 5799], Speed: 7.205 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 5899], Speed: 7.236 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 5999], Speed: 7.243 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 6099], Speed: 7.249 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 6199], Speed: 7.209 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 6299], Speed: 7.226 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 6399], Speed: 7.252 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 6499], Speed: 7.268 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.879
[Epoch 8][Batch 6599], Speed: 7.209 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 6699], Speed: 7.263 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 6799], Speed: 7.212 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 6899], Speed: 7.203 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 6999], Speed: 7.243 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 7099], Speed: 7.285 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 7199], Speed: 7.194 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 7299], Speed: 7.248 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 7399], Speed: 7.249 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 7499], Speed: 7.251 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.878
[Epoch 8][Batch 7599], Speed: 7.209 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 7699], Speed: 7.256 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 7799], Speed: 7.242 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 7899], Speed: 7.237 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 7999], Speed: 7.245 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 8099], Speed: 7.216 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 8199], Speed: 7.255 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 8299], Speed: 7.252 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 8399], Speed: 7.224 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 8499], Speed: 7.268 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 8599], Speed: 7.238 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.877
[Epoch 8][Batch 8699], Speed: 7.248 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 8799], Speed: 7.182 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 8899], Speed: 7.252 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.293,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 8999], Speed: 7.294 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 9099], Speed: 7.156 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 9199], Speed: 7.276 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 9299], Speed: 7.283 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 9399], Speed: 7.274 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 9499], Speed: 7.267 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 9599], Speed: 7.271 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.209,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.876
[Epoch 8][Batch 9699], Speed: 7.269 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 9799], Speed: 7.268 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 9899], Speed: 7.221 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 9999], Speed: 7.194 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10099], Speed: 7.222 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10199], Speed: 7.315 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10299], Speed: 7.261 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10399], Speed: 7.202 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10499], Speed: 7.232 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10599], Speed: 7.297 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10699], Speed: 7.224 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10799], Speed: 7.241 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.875
[Epoch 8][Batch 10899], Speed: 7.243 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 10999], Speed: 7.245 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11099], Speed: 7.261 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11199], Speed: 7.204 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11299], Speed: 7.221 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11399], Speed: 7.211 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11499], Speed: 7.270 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.210,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11599], Speed: 7.247 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11699], Speed: 7.234 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11799], Speed: 7.240 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11899], Speed: 7.285 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.874
[Epoch 8][Batch 11999], Speed: 7.207 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12099], Speed: 7.213 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12199], Speed: 7.200 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12299], Speed: 7.224 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12399], Speed: 7.205 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12499], Speed: 7.222 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.292,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12599], Speed: 7.236 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12699], Speed: 7.262 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12799], Speed: 7.243 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12899], Speed: 7.251 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 12999], Speed: 7.250 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 13099], Speed: 7.242 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.873
[Epoch 8][Batch 13199], Speed: 7.275 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 13299], Speed: 7.232 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 13399], Speed: 7.235 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 13499], Speed: 7.253 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 13599], Speed: 7.277 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 13699], Speed: 7.290 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 13799], Speed: 7.226 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 13899], Speed: 7.238 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 13999], Speed: 7.251 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 14099], Speed: 7.264 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 14199], Speed: 7.240 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.872
[Epoch 8][Batch 14299], Speed: 7.235 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 8][Batch 14399], Speed: 7.261 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 8][Batch 14499], Speed: 7.224 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 8][Batch 14599], Speed: 7.219 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 8] Training cost: 16210.742, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.211,RCNN_SmoothL1=0.108
[Epoch 8] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0008_0.0000.params
[Epoch 9][Batch 99], Speed: 6.607 samples/sec, RPN_Conf=0.030,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 9][Batch 199], Speed: 7.261 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 9][Batch 299], Speed: 7.219 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 9][Batch 399], Speed: 7.246 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 9][Batch 499], Speed: 7.188 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 9][Batch 599], Speed: 7.223 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.871
[Epoch 9][Batch 699], Speed: 7.201 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.870
[Epoch 9][Batch 799], Speed: 7.153 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.870
[Epoch 9][Batch 899], Speed: 7.255 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.870
[Epoch 9][Batch 999], Speed: 7.063 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.870
[Epoch 9][Batch 1099], Speed: 7.276 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.870
[Epoch 9][Batch 1199], Speed: 7.249 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.870
[Epoch 9][Batch 1299], Speed: 7.221 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.291,RCNNAcc=0.922,RCNNL1Loss=0.870
[Epoch 9][Batch 1399], Speed: 7.161 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.922,RCNNL1Loss=0.870
[Epoch 9][Batch 1499], Speed: 7.299 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.870
[Epoch 9][Batch 1599], Speed: 7.235 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 1699], Speed: 7.257 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 1799], Speed: 7.250 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 1899], Speed: 7.288 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 1999], Speed: 7.291 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 2099], Speed: 7.213 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 2199], Speed: 7.174 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 2299], Speed: 7.148 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 2399], Speed: 7.238 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 2499], Speed: 7.229 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 2599], Speed: 7.197 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.869
[Epoch 9][Batch 2699], Speed: 7.237 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 2799], Speed: 7.236 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 2899], Speed: 7.242 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 2999], Speed: 7.261 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 3099], Speed: 7.242 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 3199], Speed: 7.221 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 3299], Speed: 7.230 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 3399], Speed: 7.210 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 3499], Speed: 7.174 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 3599], Speed: 7.280 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.868
[Epoch 9][Batch 3699], Speed: 7.243 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 3799], Speed: 7.298 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 3899], Speed: 7.283 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 3999], Speed: 7.248 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 4099], Speed: 7.225 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 4199], Speed: 7.275 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 4299], Speed: 7.195 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 4399], Speed: 7.264 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 4499], Speed: 7.314 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 4599], Speed: 7.221 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.290,RCNNAcc=0.923,RCNNL1Loss=0.867
[Epoch 9][Batch 4699], Speed: 7.241 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 4799], Speed: 7.243 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 4899], Speed: 7.231 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 4999], Speed: 7.283 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 5099], Speed: 7.217 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 5199], Speed: 7.230 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 5299], Speed: 7.174 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 5399], Speed: 7.208 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 5499], Speed: 7.213 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 5599], Speed: 7.228 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 5699], Speed: 7.257 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.866
[Epoch 9][Batch 5799], Speed: 7.230 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 5899], Speed: 7.225 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 5999], Speed: 7.234 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6099], Speed: 7.267 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6199], Speed: 7.272 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6299], Speed: 7.290 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6399], Speed: 7.236 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6499], Speed: 7.284 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6599], Speed: 7.217 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6699], Speed: 7.216 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6799], Speed: 7.288 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6899], Speed: 7.287 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.865
[Epoch 9][Batch 6999], Speed: 7.240 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7099], Speed: 6.942 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7199], Speed: 7.227 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7299], Speed: 7.210 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7399], Speed: 7.228 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7499], Speed: 7.298 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7599], Speed: 7.248 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7699], Speed: 7.215 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7799], Speed: 7.224 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7899], Speed: 7.265 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 7999], Speed: 7.253 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.864
[Epoch 9][Batch 8099], Speed: 7.199 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8199], Speed: 7.226 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8299], Speed: 7.170 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8399], Speed: 7.276 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.289,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8499], Speed: 7.189 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8599], Speed: 7.216 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8699], Speed: 7.258 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8799], Speed: 7.253 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8899], Speed: 7.258 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 8999], Speed: 7.257 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 9099], Speed: 7.286 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 9199], Speed: 7.248 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.863
[Epoch 9][Batch 9299], Speed: 7.281 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 9399], Speed: 7.246 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 9499], Speed: 7.203 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 9599], Speed: 7.250 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 9699], Speed: 7.222 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 9799], Speed: 7.276 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 9899], Speed: 7.240 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 9999], Speed: 7.237 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 10099], Speed: 7.250 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 10199], Speed: 7.198 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 10299], Speed: 7.187 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 10399], Speed: 7.228 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 10499], Speed: 7.227 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.862
[Epoch 9][Batch 10599], Speed: 7.204 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 10699], Speed: 7.232 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 10799], Speed: 7.244 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 10899], Speed: 7.285 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 10999], Speed: 7.242 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11099], Speed: 7.243 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11199], Speed: 7.187 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11299], Speed: 7.228 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11399], Speed: 7.261 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11499], Speed: 7.274 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11599], Speed: 7.288 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11699], Speed: 7.198 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11799], Speed: 7.198 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11899], Speed: 7.224 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.861
[Epoch 9][Batch 11999], Speed: 7.238 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12099], Speed: 7.234 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12199], Speed: 7.198 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.207,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12299], Speed: 7.204 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12399], Speed: 7.253 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12499], Speed: 7.256 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.288,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12599], Speed: 7.215 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12699], Speed: 7.246 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12799], Speed: 7.264 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12899], Speed: 7.273 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 12999], Speed: 7.222 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 13099], Speed: 7.254 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.860
[Epoch 9][Batch 13199], Speed: 7.255 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 13299], Speed: 7.261 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 13399], Speed: 7.282 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 13499], Speed: 7.290 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 13599], Speed: 7.279 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 13699], Speed: 7.239 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 13799], Speed: 7.172 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 13899], Speed: 7.226 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 13999], Speed: 7.224 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 14099], Speed: 7.280 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 14199], Speed: 7.210 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 14299], Speed: 7.240 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 14399], Speed: 7.206 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 14499], Speed: 7.285 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.859
[Epoch 9][Batch 14599], Speed: 7.204 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 9] Training cost: 16219.625, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.107
[Epoch 9] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.334
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.545
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.361
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.203
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.373
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.416
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.291
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.466
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.493
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.535
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.600
person=49.8
bicycle=27.0
car=39.9
motorcycle=35.6
airplane=55.4
bus=56.3
train=49.4
truck=26.8
boat=19.8
traffic light=24.6
fire hydrant=57.6
stop sign=58.2
parking meter=37.7
bench=18.6
bird=29.2
cat=57.8
dog=48.1
horse=46.3
sheep=40.3
cow=44.5
elephant=48.9
bear=55.2
zebra=55.9
giraffe=59.5
backpack=12.2
umbrella=32.1
handbag=12.0
tie=27.6
suitcase=24.2
frisbee=59.4
skis=15.8
snowboard=23.1
sports ball=35.9
kite=32.8
baseball bat=19.9
baseball glove=30.9
skateboard=44.6
surfboard=27.0
tennis racket=35.0
bottle=33.2
wine glass=29.6
cup=38.8
fork=26.4
knife=12.0
spoon=10.7
bowl=36.0
banana=17.4
apple=12.6
sandwich=24.1
orange=25.0
broccoli=19.8
carrot=18.0
hot dog=22.6
pizza=47.5
donut=33.4
cake=31.1
chair=22.1
couch=30.0
potted plant=21.6
bed=29.7
dining table=21.2
toilet=49.8
tv=45.7
laptop=49.8
mouse=47.8
remote=22.0
keyboard=41.1
cell phone=28.2
microwave=51.3
oven=24.0
toaster=44.4
sink=29.1
refrigerator=42.4
book=10.1
clock=45.4
vase=31.7
scissors=16.8
teddy bear=36.1
hair drier=0.6
toothbrush=15.4
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=33.4
[Epoch 9] mAP 33.4 higher than current best [33.1] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 9] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0009_33.4000.params
[Epoch 10][Batch 99], Speed: 6.829 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 199], Speed: 7.262 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.108,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 299], Speed: 7.246 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 399], Speed: 7.208 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.107,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 499], Speed: 7.257 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 599], Speed: 7.219 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 699], Speed: 7.251 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 799], Speed: 7.251 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 899], Speed: 7.260 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.858
[Epoch 10][Batch 999], Speed: 7.287 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1099], Speed: 7.211 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1199], Speed: 7.289 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1299], Speed: 7.257 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1399], Speed: 7.215 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1499], Speed: 7.207 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1599], Speed: 7.242 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1699], Speed: 7.231 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.287,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1799], Speed: 7.276 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1899], Speed: 7.217 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 1999], Speed: 7.196 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.857
[Epoch 10][Batch 2099], Speed: 7.166 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2199], Speed: 7.230 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2299], Speed: 7.245 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2399], Speed: 7.298 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2499], Speed: 7.240 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2599], Speed: 7.226 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2699], Speed: 7.234 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2799], Speed: 7.189 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2899], Speed: 7.226 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 2999], Speed: 7.258 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 3099], Speed: 7.220 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.856
[Epoch 10][Batch 3199], Speed: 7.209 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 3299], Speed: 7.233 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 3399], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 3499], Speed: 7.265 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 3599], Speed: 7.252 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 3699], Speed: 7.231 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 3799], Speed: 7.253 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 3899], Speed: 7.292 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 3999], Speed: 7.270 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 4099], Speed: 7.321 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 4199], Speed: 7.246 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 4299], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.855
[Epoch 10][Batch 4399], Speed: 7.195 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 4499], Speed: 7.285 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 4599], Speed: 7.252 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 4699], Speed: 7.251 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 4799], Speed: 7.249 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 4899], Speed: 7.186 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 4999], Speed: 7.202 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 5099], Speed: 7.206 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 5199], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 5299], Speed: 7.263 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 5399], Speed: 7.235 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 5499], Speed: 7.215 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.286,RCNNAcc=0.923,RCNNL1Loss=0.854
[Epoch 10][Batch 5599], Speed: 7.276 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.923,RCNNL1Loss=0.853
[Epoch 10][Batch 5699], Speed: 7.240 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 5799], Speed: 7.281 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 5899], Speed: 7.231 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 5999], Speed: 7.228 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6099], Speed: 7.248 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6199], Speed: 7.260 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6299], Speed: 7.207 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6399], Speed: 7.263 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6499], Speed: 7.061 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6599], Speed: 7.210 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6699], Speed: 7.267 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6799], Speed: 7.246 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.853
[Epoch 10][Batch 6899], Speed: 7.265 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 6999], Speed: 7.239 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7099], Speed: 7.217 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7199], Speed: 7.275 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7299], Speed: 7.270 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7399], Speed: 7.225 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7499], Speed: 7.243 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7599], Speed: 7.236 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7699], Speed: 7.225 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7799], Speed: 7.211 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7899], Speed: 7.218 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 7999], Speed: 7.265 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 8099], Speed: 7.219 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 8199], Speed: 7.238 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.852
[Epoch 10][Batch 8299], Speed: 7.244 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 8399], Speed: 7.234 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 8499], Speed: 7.166 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 8599], Speed: 7.301 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 8699], Speed: 7.232 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 8799], Speed: 7.254 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 8899], Speed: 7.260 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 8999], Speed: 7.211 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 9099], Speed: 7.238 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 9199], Speed: 7.256 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 9299], Speed: 7.259 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 9399], Speed: 7.260 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 9499], Speed: 7.269 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 9599], Speed: 7.215 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.851
[Epoch 10][Batch 9699], Speed: 7.183 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 9799], Speed: 7.219 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 9899], Speed: 7.185 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 9999], Speed: 7.299 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.285,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10099], Speed: 7.204 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10199], Speed: 7.275 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10299], Speed: 7.218 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10399], Speed: 7.223 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10499], Speed: 7.239 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10599], Speed: 7.204 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10699], Speed: 7.293 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10799], Speed: 7.287 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10899], Speed: 7.304 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.204,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 10999], Speed: 7.266 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.850
[Epoch 10][Batch 11099], Speed: 7.239 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11199], Speed: 7.293 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11299], Speed: 7.207 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11399], Speed: 7.220 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11499], Speed: 7.275 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11599], Speed: 7.312 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11699], Speed: 7.268 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11799], Speed: 7.243 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11899], Speed: 7.240 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 11999], Speed: 7.276 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 12099], Speed: 7.214 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 12199], Speed: 7.260 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 12299], Speed: 7.268 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 12399], Speed: 7.221 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 12499], Speed: 7.281 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.849
[Epoch 10][Batch 12599], Speed: 7.280 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 12699], Speed: 7.300 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 12799], Speed: 7.229 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.105,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 12899], Speed: 7.180 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 12999], Speed: 7.194 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13099], Speed: 7.261 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13199], Speed: 7.231 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13299], Speed: 7.252 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13399], Speed: 7.286 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13499], Speed: 7.263 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13599], Speed: 7.283 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13699], Speed: 7.205 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13799], Speed: 7.237 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.205,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13899], Speed: 7.269 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 13999], Speed: 7.299 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.848
[Epoch 10][Batch 14099], Speed: 7.272 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 10][Batch 14199], Speed: 7.268 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.986,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 10][Batch 14299], Speed: 7.242 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.987,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 10][Batch 14399], Speed: 7.266 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.987,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 10][Batch 14499], Speed: 7.260 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.987,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 10][Batch 14599], Speed: 7.234 samples/sec, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106,RPNAcc=0.987,RPNL1Loss=0.284,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 10] Training cost: 16198.158, RPN_Conf=0.029,RPN_SmoothL1=0.030,RCNN_CrossEntropy=0.206,RCNN_SmoothL1=0.106
[Epoch 10] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0010_0.0000.params
[Epoch 11][Batch 99], Speed: 6.687 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.208,RCNN_SmoothL1=0.109,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 11][Batch 199], Speed: 7.209 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 11][Batch 299], Speed: 7.267 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 11][Batch 399], Speed: 7.252 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 11][Batch 499], Speed: 7.219 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 11][Batch 599], Speed: 7.243 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 11][Batch 699], Speed: 7.273 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.847
[Epoch 11][Batch 799], Speed: 7.271 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 899], Speed: 7.245 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 999], Speed: 7.260 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1099], Speed: 7.242 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1199], Speed: 7.226 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1299], Speed: 7.284 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1399], Speed: 7.300 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1499], Speed: 7.219 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1599], Speed: 7.246 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1699], Speed: 7.312 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1799], Speed: 7.213 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1899], Speed: 7.226 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.846
[Epoch 11][Batch 1999], Speed: 7.260 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2099], Speed: 7.238 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2199], Speed: 7.223 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2299], Speed: 7.272 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2399], Speed: 7.271 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2499], Speed: 7.176 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2599], Speed: 7.280 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2699], Speed: 7.217 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2799], Speed: 7.232 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2899], Speed: 7.294 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 2999], Speed: 7.289 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 3099], Speed: 7.214 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 3199], Speed: 7.241 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.845
[Epoch 11][Batch 3299], Speed: 7.206 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 3399], Speed: 7.215 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 3499], Speed: 7.248 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 3599], Speed: 7.240 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 3699], Speed: 7.260 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 3799], Speed: 7.291 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 3899], Speed: 7.274 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 3999], Speed: 7.247 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 4099], Speed: 7.256 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.283,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 4199], Speed: 7.272 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 4299], Speed: 7.282 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 4399], Speed: 7.251 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.844
[Epoch 11][Batch 4499], Speed: 7.302 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 4599], Speed: 7.243 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 4699], Speed: 7.265 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 4799], Speed: 7.225 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 4899], Speed: 7.276 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 4999], Speed: 7.305 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5099], Speed: 7.212 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5199], Speed: 7.231 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5299], Speed: 7.252 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5399], Speed: 7.246 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5499], Speed: 7.285 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5599], Speed: 7.261 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5699], Speed: 7.242 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5799], Speed: 7.270 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5899], Speed: 7.211 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.843
[Epoch 11][Batch 5999], Speed: 7.256 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6099], Speed: 7.216 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6199], Speed: 7.251 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6299], Speed: 7.241 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6399], Speed: 7.184 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6499], Speed: 7.238 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6599], Speed: 7.272 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6699], Speed: 7.274 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6799], Speed: 7.274 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6899], Speed: 7.223 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 6999], Speed: 7.249 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 7099], Speed: 7.288 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 7199], Speed: 7.201 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 7299], Speed: 7.222 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.842
[Epoch 11][Batch 7399], Speed: 7.254 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 7499], Speed: 7.221 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 7599], Speed: 7.272 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 7699], Speed: 7.218 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 7799], Speed: 7.215 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 7899], Speed: 7.260 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 7999], Speed: 7.321 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8099], Speed: 7.285 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8199], Speed: 7.263 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8299], Speed: 7.280 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8399], Speed: 7.285 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8499], Speed: 6.996 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8599], Speed: 7.284 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8699], Speed: 7.242 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8799], Speed: 7.221 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.282,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8899], Speed: 7.234 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 8999], Speed: 7.251 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.841
[Epoch 11][Batch 9099], Speed: 7.225 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9199], Speed: 7.238 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9299], Speed: 7.258 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9399], Speed: 7.270 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9499], Speed: 7.286 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9599], Speed: 7.213 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9699], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9799], Speed: 7.202 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9899], Speed: 7.259 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 9999], Speed: 7.259 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 10099], Speed: 7.223 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 10199], Speed: 7.216 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 10299], Speed: 7.245 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 10399], Speed: 7.256 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 10499], Speed: 7.262 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.840
[Epoch 11][Batch 10599], Speed: 7.262 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 10699], Speed: 7.289 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.202,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 10799], Speed: 7.243 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 10899], Speed: 7.208 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 10999], Speed: 7.194 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11099], Speed: 7.232 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11199], Speed: 7.254 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11299], Speed: 7.226 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11399], Speed: 7.224 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11499], Speed: 7.203 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11599], Speed: 7.226 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11699], Speed: 7.276 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11799], Speed: 7.274 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11899], Speed: 7.277 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 11999], Speed: 7.238 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 12099], Speed: 7.276 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 12199], Speed: 7.159 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.839
[Epoch 11][Batch 12299], Speed: 7.218 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 12399], Speed: 7.243 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 12499], Speed: 7.227 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 12599], Speed: 7.241 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 12699], Speed: 7.273 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 12799], Speed: 7.228 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 12899], Speed: 7.229 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 12999], Speed: 7.230 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13099], Speed: 7.292 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13199], Speed: 7.263 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13299], Speed: 7.268 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13399], Speed: 7.223 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13499], Speed: 7.257 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13599], Speed: 7.247 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13699], Speed: 7.210 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13799], Speed: 7.286 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13899], Speed: 7.309 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 13999], Speed: 7.254 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.281,RCNNAcc=0.924,RCNNL1Loss=0.838
[Epoch 11][Batch 14099], Speed: 7.253 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 11][Batch 14199], Speed: 7.220 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 11][Batch 14299], Speed: 7.191 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 11][Batch 14399], Speed: 7.233 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 11][Batch 14499], Speed: 7.282 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 11][Batch 14599], Speed: 7.182 samples/sec, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 11] Training cost: 16195.217, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.203,RCNN_SmoothL1=0.105
[Epoch 11] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.335
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.541
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.367
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.374
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.418
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.292
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.466
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.492
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.323
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.529
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.605
person=50.2
bicycle=27.4
car=40.4
motorcycle=36.7
airplane=54.9
bus=57.0
train=53.1
truck=25.3
boat=19.8
traffic light=23.8
fire hydrant=58.5
stop sign=60.7
parking meter=37.1
bench=17.8
bird=28.2
cat=55.2
dog=45.5
horse=47.1
sheep=36.6
cow=41.2
elephant=48.7
bear=54.6
zebra=56.2
giraffe=59.4
backpack=11.9
umbrella=31.2
handbag=11.1
tie=29.5
suitcase=32.9
frisbee=56.5
skis=17.3
snowboard=29.9
sports ball=35.2
kite=34.5
baseball bat=25.0
baseball glove=31.1
skateboard=45.8
surfboard=30.3
tennis racket=40.8
bottle=32.4
wine glass=28.2
cup=35.8
fork=27.3
knife=13.6
spoon=13.6
bowl=37.4
banana=19.7
apple=12.6
sandwich=26.4
orange=22.4
broccoli=20.5
carrot=15.3
hot dog=21.8
pizza=41.1
donut=34.7
cake=26.7
chair=21.4
couch=31.1
potted plant=20.0
bed=34.3
dining table=21.9
toilet=49.7
tv=50.0
laptop=51.4
mouse=51.6
remote=23.0
keyboard=40.4
cell phone=29.0
microwave=48.3
oven=22.7
toaster=40.0
sink=25.9
refrigerator=40.6
book=10.7
clock=48.8
vase=24.8
scissors=12.5
teddy bear=38.1
hair drier=1.0
toothbrush=16.2
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=33.5
[Epoch 11] mAP 33.5 higher than current best [33.4] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 11] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0011_33.5000.params
[Epoch 12][Batch 99], Speed: 6.894 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 12][Batch 199], Speed: 7.261 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 12][Batch 299], Speed: 7.181 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.924,RCNNL1Loss=0.837
[Epoch 12][Batch 399], Speed: 7.217 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.837
[Epoch 12][Batch 499], Speed: 7.228 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.837
[Epoch 12][Batch 599], Speed: 7.233 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.837
[Epoch 12][Batch 699], Speed: 7.219 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.837
[Epoch 12][Batch 799], Speed: 7.255 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 899], Speed: 7.212 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 999], Speed: 7.214 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1099], Speed: 7.202 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1199], Speed: 7.330 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1299], Speed: 7.221 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1399], Speed: 7.206 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1499], Speed: 7.205 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1599], Speed: 7.217 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1699], Speed: 7.241 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1799], Speed: 7.235 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1899], Speed: 7.188 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 1999], Speed: 7.206 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 2099], Speed: 7.232 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.836
[Epoch 12][Batch 2199], Speed: 7.215 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 2299], Speed: 7.188 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 2399], Speed: 7.254 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 2499], Speed: 7.229 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 2599], Speed: 7.215 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 2699], Speed: 7.255 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 2799], Speed: 7.192 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 2899], Speed: 7.219 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 2999], Speed: 7.183 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 3099], Speed: 7.233 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 3199], Speed: 7.229 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 3299], Speed: 7.224 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 3399], Speed: 7.197 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 3499], Speed: 7.248 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 3599], Speed: 7.215 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.835
[Epoch 12][Batch 3699], Speed: 7.247 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 3799], Speed: 7.162 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 3899], Speed: 7.232 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 3999], Speed: 7.212 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4099], Speed: 7.177 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4199], Speed: 7.173 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.280,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4299], Speed: 7.269 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4399], Speed: 7.198 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4499], Speed: 7.214 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4599], Speed: 7.262 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4699], Speed: 7.215 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4799], Speed: 7.197 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4899], Speed: 7.234 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 4999], Speed: 7.216 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 5099], Speed: 7.258 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 5199], Speed: 7.185 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.834
[Epoch 12][Batch 5299], Speed: 7.284 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 5399], Speed: 7.224 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 5499], Speed: 7.184 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 5599], Speed: 7.223 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 5699], Speed: 7.250 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 5799], Speed: 7.265 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 5899], Speed: 7.245 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 5999], Speed: 7.227 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6099], Speed: 7.234 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6199], Speed: 7.223 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6299], Speed: 7.170 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6399], Speed: 7.211 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6499], Speed: 7.180 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6599], Speed: 7.214 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6699], Speed: 7.231 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6799], Speed: 7.202 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6899], Speed: 7.274 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.833
[Epoch 12][Batch 6999], Speed: 7.198 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7099], Speed: 7.207 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7199], Speed: 7.287 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7299], Speed: 7.222 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7399], Speed: 7.228 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7499], Speed: 7.194 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7599], Speed: 7.218 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7699], Speed: 7.184 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7799], Speed: 7.172 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7899], Speed: 7.201 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 7999], Speed: 7.247 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 8099], Speed: 7.187 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 8199], Speed: 7.234 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 8299], Speed: 7.187 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 8399], Speed: 7.232 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 8499], Speed: 7.233 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 8599], Speed: 7.166 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.832
[Epoch 12][Batch 8699], Speed: 7.241 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 8799], Speed: 7.220 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 8899], Speed: 7.209 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 8999], Speed: 7.194 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9099], Speed: 7.135 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9199], Speed: 7.266 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9299], Speed: 7.194 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9399], Speed: 7.264 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.279,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9499], Speed: 7.252 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9599], Speed: 7.222 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9699], Speed: 7.190 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9799], Speed: 7.254 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9899], Speed: 7.215 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 9999], Speed: 7.201 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 10099], Speed: 7.233 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 10199], Speed: 7.223 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 10299], Speed: 7.201 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 10399], Speed: 7.259 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.831
[Epoch 12][Batch 10499], Speed: 7.256 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 10599], Speed: 7.170 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 10699], Speed: 7.258 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 10799], Speed: 7.255 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 10899], Speed: 7.175 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 10999], Speed: 7.282 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11099], Speed: 7.229 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11199], Speed: 7.162 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11299], Speed: 7.183 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11399], Speed: 7.126 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11499], Speed: 7.182 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11599], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11699], Speed: 7.217 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11799], Speed: 7.222 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11899], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 11999], Speed: 7.186 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 12099], Speed: 7.169 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 12199], Speed: 7.172 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.830
[Epoch 12][Batch 12299], Speed: 7.190 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 12399], Speed: 7.136 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 12499], Speed: 7.109 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 12599], Speed: 7.178 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 12699], Speed: 7.204 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 12799], Speed: 7.108 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 12899], Speed: 7.204 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 12999], Speed: 7.138 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13099], Speed: 7.191 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13199], Speed: 7.180 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13299], Speed: 7.216 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13399], Speed: 7.202 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13499], Speed: 7.110 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13599], Speed: 7.171 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13699], Speed: 7.188 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13799], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13899], Speed: 7.224 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.200,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 13999], Speed: 7.203 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 14099], Speed: 7.130 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.829
[Epoch 12][Batch 14199], Speed: 7.205 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 12][Batch 14299], Speed: 7.166 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 12][Batch 14399], Speed: 7.181 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 12][Batch 14499], Speed: 7.176 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 12][Batch 14599], Speed: 7.168 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 12] Training cost: 16268.081, RPN_Conf=0.028,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.201,RCNN_SmoothL1=0.104
[Epoch 12] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0012_0.0000.params
[Epoch 13][Batch 99], Speed: 6.745 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 199], Speed: 7.205 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 299], Speed: 7.208 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.098,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 399], Speed: 7.177 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.098,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 499], Speed: 7.209 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.278,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 599], Speed: 7.224 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 699], Speed: 7.228 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 799], Speed: 7.143 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 899], Speed: 7.183 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 999], Speed: 7.170 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 1099], Speed: 7.144 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.828
[Epoch 13][Batch 1199], Speed: 7.190 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 1299], Speed: 7.192 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 1399], Speed: 7.187 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 1499], Speed: 7.208 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 1599], Speed: 7.170 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 1699], Speed: 7.099 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 1799], Speed: 7.201 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 1899], Speed: 7.111 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 1999], Speed: 6.998 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 2099], Speed: 7.223 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 2199], Speed: 7.233 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 2299], Speed: 7.183 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 2399], Speed: 7.164 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 2499], Speed: 7.196 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 2599], Speed: 7.171 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.827
[Epoch 13][Batch 2699], Speed: 7.181 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 2799], Speed: 7.189 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 2899], Speed: 7.108 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 2999], Speed: 7.202 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3099], Speed: 7.207 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3199], Speed: 7.171 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3299], Speed: 7.153 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3399], Speed: 7.221 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3499], Speed: 7.203 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3599], Speed: 7.223 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3699], Speed: 7.177 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3799], Speed: 7.132 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3899], Speed: 7.238 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 3999], Speed: 7.202 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 4099], Speed: 7.192 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 4199], Speed: 7.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 4299], Speed: 7.088 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.826
[Epoch 13][Batch 4399], Speed: 7.211 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 4499], Speed: 7.134 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 4599], Speed: 7.238 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 4699], Speed: 7.131 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 4799], Speed: 7.198 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 4899], Speed: 7.232 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 4999], Speed: 7.193 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5099], Speed: 7.151 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5199], Speed: 7.154 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5299], Speed: 7.152 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5399], Speed: 7.146 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5499], Speed: 7.164 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5599], Speed: 7.104 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5699], Speed: 7.177 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5799], Speed: 7.161 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.277,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5899], Speed: 7.153 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.825
[Epoch 13][Batch 5999], Speed: 7.178 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6099], Speed: 7.197 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6199], Speed: 7.212 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6299], Speed: 7.162 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6399], Speed: 7.173 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6499], Speed: 7.248 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6599], Speed: 7.243 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6699], Speed: 7.230 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6799], Speed: 7.163 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6899], Speed: 7.119 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 6999], Speed: 7.245 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7099], Speed: 7.177 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7199], Speed: 7.170 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7299], Speed: 7.164 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7399], Speed: 7.121 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7499], Speed: 7.186 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7599], Speed: 7.165 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7699], Speed: 7.174 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7799], Speed: 7.219 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.824
[Epoch 13][Batch 7899], Speed: 7.202 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 7999], Speed: 7.142 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8099], Speed: 7.199 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8199], Speed: 7.176 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8299], Speed: 7.176 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8399], Speed: 7.221 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8499], Speed: 7.166 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8599], Speed: 7.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8699], Speed: 7.177 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8799], Speed: 7.152 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8899], Speed: 7.214 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 8999], Speed: 7.203 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9099], Speed: 7.232 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9199], Speed: 7.184 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9299], Speed: 7.279 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9399], Speed: 7.183 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9499], Speed: 7.190 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9599], Speed: 7.211 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9699], Speed: 7.221 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9799], Speed: 7.186 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9899], Speed: 7.276 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.823
[Epoch 13][Batch 9999], Speed: 7.181 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10099], Speed: 7.169 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10199], Speed: 7.226 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10299], Speed: 7.205 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10399], Speed: 7.235 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10499], Speed: 7.191 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10599], Speed: 7.263 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10699], Speed: 7.266 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10799], Speed: 7.181 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10899], Speed: 7.208 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 10999], Speed: 7.207 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11099], Speed: 7.203 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11199], Speed: 7.229 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11299], Speed: 7.204 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11399], Speed: 7.166 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11499], Speed: 7.176 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11599], Speed: 7.223 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11699], Speed: 7.165 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11799], Speed: 7.181 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.822
[Epoch 13][Batch 11899], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.276,RCNNAcc=0.925,RCNNL1Loss=0.821
[Epoch 13][Batch 11999], Speed: 7.194 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12099], Speed: 7.223 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12199], Speed: 7.216 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12299], Speed: 7.183 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12399], Speed: 7.228 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12499], Speed: 7.192 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12599], Speed: 7.169 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12699], Speed: 7.186 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12799], Speed: 7.139 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12899], Speed: 7.161 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 12999], Speed: 7.153 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13099], Speed: 7.193 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13199], Speed: 7.193 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13299], Speed: 7.204 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13399], Speed: 7.233 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13499], Speed: 7.156 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13599], Speed: 7.151 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13699], Speed: 7.147 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13799], Speed: 7.220 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.198,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13899], Speed: 7.199 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 13999], Speed: 7.221 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 14099], Speed: 7.168 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.821
[Epoch 13][Batch 14199], Speed: 7.264 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 13][Batch 14299], Speed: 7.172 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 13][Batch 14399], Speed: 7.121 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 13][Batch 14499], Speed: 7.222 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 13][Batch 14599], Speed: 7.188 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 13] Training cost: 16324.535, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.199,RCNN_SmoothL1=0.103
[Epoch 13] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.346
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.557
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.376
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.382
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.435
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.300
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.476
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.501
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.536
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.626
person=49.5
bicycle=27.8
car=40.8
motorcycle=37.3
airplane=55.4
bus=55.8
train=54.2
truck=29.0
boat=20.7
traffic light=23.3
fire hydrant=62.5
stop sign=60.7
parking meter=40.9
bench=19.9
bird=30.8
cat=52.0
dog=47.5
horse=47.2
sheep=39.8
cow=44.8
elephant=54.4
bear=52.7
zebra=56.6
giraffe=58.2
backpack=13.5
umbrella=33.2
handbag=11.3
tie=27.1
suitcase=28.2
frisbee=56.6
skis=18.6
snowboard=25.8
sports ball=37.0
kite=34.1
baseball bat=25.9
baseball glove=31.2
skateboard=43.0
surfboard=29.7
tennis racket=40.4
bottle=34.8
wine glass=30.7
cup=39.4
fork=31.0
knife=13.9
spoon=13.1
bowl=36.5
banana=17.7
apple=15.7
sandwich=25.4
orange=25.5
broccoli=16.7
carrot=15.5
hot dog=19.3
pizza=44.4
donut=36.0
cake=30.0
chair=23.0
couch=33.2
potted plant=21.1
bed=37.1
dining table=23.5
toilet=51.3
tv=51.6
laptop=55.2
mouse=54.1
remote=24.8
keyboard=40.5
cell phone=30.1
microwave=51.0
oven=24.4
toaster=40.9
sink=30.4
refrigerator=45.1
book=12.8
clock=47.3
vase=31.6
scissors=21.4
teddy bear=34.1
hair drier=0.3
toothbrush=18.4
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=34.6
[Epoch 13] mAP 34.6 higher than current best [33.5] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 13] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0013_34.6000.params
[Epoch 14][Batch 99], Speed: 6.658 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 199], Speed: 7.125 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 299], Speed: 7.136 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 399], Speed: 7.110 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 499], Speed: 7.130 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 599], Speed: 7.125 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 699], Speed: 7.132 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 799], Speed: 7.117 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 899], Speed: 7.094 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 999], Speed: 6.984 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 1099], Speed: 7.178 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 1199], Speed: 7.173 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.820
[Epoch 14][Batch 1299], Speed: 7.111 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 1399], Speed: 7.164 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 1499], Speed: 7.137 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 1599], Speed: 7.188 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 1699], Speed: 7.199 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 1799], Speed: 7.148 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 1899], Speed: 7.199 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 1999], Speed: 7.196 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2099], Speed: 7.155 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2199], Speed: 7.071 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2299], Speed: 7.191 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2399], Speed: 7.186 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2499], Speed: 7.146 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2599], Speed: 7.133 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2699], Speed: 7.193 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2799], Speed: 7.113 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2899], Speed: 7.131 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.819
[Epoch 14][Batch 2999], Speed: 7.125 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3099], Speed: 7.195 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3199], Speed: 7.155 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3299], Speed: 7.184 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.275,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3399], Speed: 7.179 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3499], Speed: 7.163 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3599], Speed: 7.115 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3699], Speed: 7.162 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3799], Speed: 7.075 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3899], Speed: 7.192 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 3999], Speed: 7.258 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 4099], Speed: 7.166 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 4199], Speed: 7.183 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 4299], Speed: 7.157 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 4399], Speed: 7.093 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 4499], Speed: 7.185 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 4599], Speed: 7.149 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 4699], Speed: 7.173 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.818
[Epoch 14][Batch 4799], Speed: 7.144 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 4899], Speed: 7.186 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 4999], Speed: 7.175 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5099], Speed: 7.229 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5199], Speed: 7.149 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5299], Speed: 7.166 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5399], Speed: 7.138 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5499], Speed: 7.159 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5599], Speed: 7.150 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5699], Speed: 7.202 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5799], Speed: 7.134 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5899], Speed: 7.159 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 5999], Speed: 7.179 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 6099], Speed: 7.143 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 6199], Speed: 7.136 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 6299], Speed: 7.192 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 6399], Speed: 7.171 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 6499], Speed: 7.167 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 6599], Speed: 7.145 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 6699], Speed: 7.158 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.817
[Epoch 14][Batch 6799], Speed: 7.145 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 6899], Speed: 7.169 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 6999], Speed: 7.184 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7099], Speed: 7.153 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7199], Speed: 7.166 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7299], Speed: 7.197 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7399], Speed: 7.145 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7499], Speed: 7.204 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7599], Speed: 7.184 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7699], Speed: 7.155 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7799], Speed: 7.134 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7899], Speed: 7.193 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 7999], Speed: 7.103 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8099], Speed: 7.148 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8199], Speed: 7.178 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8299], Speed: 7.248 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8399], Speed: 7.139 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8499], Speed: 7.151 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8599], Speed: 7.195 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8699], Speed: 7.146 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8799], Speed: 7.190 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.816
[Epoch 14][Batch 8899], Speed: 7.128 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 8999], Speed: 7.147 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9099], Speed: 7.168 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9199], Speed: 7.123 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9299], Speed: 7.116 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9399], Speed: 7.161 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9499], Speed: 7.146 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9599], Speed: 7.209 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9699], Speed: 7.125 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.274,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9799], Speed: 7.136 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9899], Speed: 7.113 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 9999], Speed: 7.186 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10099], Speed: 7.202 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10199], Speed: 7.127 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10299], Speed: 7.142 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10399], Speed: 7.170 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10499], Speed: 7.095 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10599], Speed: 7.166 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10699], Speed: 7.148 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10799], Speed: 7.171 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10899], Speed: 7.146 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.815
[Epoch 14][Batch 10999], Speed: 7.217 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11099], Speed: 7.158 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11199], Speed: 7.138 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11299], Speed: 7.105 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11399], Speed: 7.188 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11499], Speed: 7.154 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11599], Speed: 7.196 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11699], Speed: 7.093 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11799], Speed: 7.155 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11899], Speed: 7.186 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 11999], Speed: 7.087 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12099], Speed: 7.205 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12199], Speed: 7.147 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12299], Speed: 7.139 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12399], Speed: 7.123 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12499], Speed: 7.154 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12599], Speed: 7.183 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12699], Speed: 7.127 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12799], Speed: 7.201 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12899], Speed: 7.196 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.196,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 12999], Speed: 7.123 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 13099], Speed: 7.164 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 13199], Speed: 7.245 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.814
[Epoch 14][Batch 13299], Speed: 7.162 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 13399], Speed: 7.185 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 13499], Speed: 7.213 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 13599], Speed: 7.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 13699], Speed: 7.123 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 13799], Speed: 7.194 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 13899], Speed: 7.185 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 13999], Speed: 7.148 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 14099], Speed: 7.142 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 14199], Speed: 7.169 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 14299], Speed: 7.138 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 14399], Speed: 7.197 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 14499], Speed: 7.171 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14][Batch 14599], Speed: 7.148 samples/sec, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 14] Training cost: 16391.661, RPN_Conf=0.027,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.197,RCNN_SmoothL1=0.102
[Epoch 14] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0014_0.0000.params
[Epoch 15][Batch 99], Speed: 6.612 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 15][Batch 199], Speed: 7.111 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.186,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 15][Batch 299], Speed: 7.198 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.099,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 15][Batch 399], Speed: 7.247 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.184,RCNN_SmoothL1=0.098,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 15][Batch 499], Speed: 7.215 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 15][Batch 599], Speed: 7.213 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 15][Batch 699], Speed: 7.180 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.813
[Epoch 15][Batch 799], Speed: 7.095 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 899], Speed: 7.099 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 999], Speed: 7.211 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1099], Speed: 7.153 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1199], Speed: 7.112 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1299], Speed: 7.189 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1399], Speed: 7.141 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1499], Speed: 7.171 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1599], Speed: 7.132 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1699], Speed: 7.169 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1799], Speed: 7.129 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.273,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1899], Speed: 7.161 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 1999], Speed: 7.193 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 2099], Speed: 7.098 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 2199], Speed: 7.145 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 2299], Speed: 7.076 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 2399], Speed: 7.219 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 2499], Speed: 7.136 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 2599], Speed: 7.152 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.812
[Epoch 15][Batch 2699], Speed: 7.138 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 2799], Speed: 7.121 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 2899], Speed: 7.153 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 2999], Speed: 7.150 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3099], Speed: 7.103 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3199], Speed: 7.113 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3299], Speed: 7.133 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3399], Speed: 7.117 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3499], Speed: 7.178 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3599], Speed: 7.142 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3699], Speed: 7.122 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3799], Speed: 7.197 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3899], Speed: 7.198 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 3999], Speed: 7.187 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 4099], Speed: 7.154 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 4199], Speed: 7.140 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 4299], Speed: 7.166 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 4399], Speed: 7.147 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 4499], Speed: 7.218 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.811
[Epoch 15][Batch 4599], Speed: 7.131 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 4699], Speed: 7.154 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 4799], Speed: 7.136 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 4899], Speed: 7.120 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 4999], Speed: 7.143 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5099], Speed: 7.086 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5199], Speed: 7.154 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5299], Speed: 7.226 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5399], Speed: 7.129 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5499], Speed: 7.147 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5599], Speed: 7.190 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5699], Speed: 7.176 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5799], Speed: 7.190 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5899], Speed: 7.160 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 5999], Speed: 7.125 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 6099], Speed: 7.151 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 6199], Speed: 7.205 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 6299], Speed: 7.079 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 6399], Speed: 7.158 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 6499], Speed: 7.143 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 6599], Speed: 7.164 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.810
[Epoch 15][Batch 6699], Speed: 7.120 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 6799], Speed: 7.195 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 6899], Speed: 7.207 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 6999], Speed: 7.088 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7099], Speed: 7.145 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7199], Speed: 7.102 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7299], Speed: 7.195 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7399], Speed: 7.195 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7499], Speed: 7.144 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7599], Speed: 7.106 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7699], Speed: 7.138 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.987,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7799], Speed: 7.140 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7899], Speed: 7.147 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 7999], Speed: 7.123 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8099], Speed: 7.190 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8199], Speed: 7.132 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8299], Speed: 7.158 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8399], Speed: 7.144 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8499], Speed: 7.120 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8599], Speed: 7.175 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.272,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8699], Speed: 7.157 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8799], Speed: 7.161 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8899], Speed: 7.165 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.809
[Epoch 15][Batch 8999], Speed: 7.201 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9099], Speed: 7.167 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9199], Speed: 7.130 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9299], Speed: 7.137 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9399], Speed: 7.207 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9499], Speed: 7.167 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9599], Speed: 7.128 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9699], Speed: 7.120 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9799], Speed: 7.220 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9899], Speed: 7.138 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 9999], Speed: 7.145 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10099], Speed: 7.192 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10199], Speed: 7.137 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10299], Speed: 7.108 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10399], Speed: 7.163 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10499], Speed: 7.190 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10599], Speed: 7.200 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10699], Speed: 7.146 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10799], Speed: 7.151 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10899], Speed: 7.136 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 10999], Speed: 7.090 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 11099], Speed: 7.179 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 11199], Speed: 7.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 11299], Speed: 7.178 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.808
[Epoch 15][Batch 11399], Speed: 7.113 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 11499], Speed: 7.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 11599], Speed: 7.101 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 11699], Speed: 7.192 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 11799], Speed: 7.131 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 11899], Speed: 7.161 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 11999], Speed: 7.147 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12099], Speed: 7.143 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12199], Speed: 7.143 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12299], Speed: 7.187 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12399], Speed: 7.085 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12499], Speed: 7.124 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12599], Speed: 6.995 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12699], Speed: 7.084 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12799], Speed: 7.156 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12899], Speed: 7.142 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 12999], Speed: 7.125 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13099], Speed: 7.164 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13199], Speed: 7.163 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13299], Speed: 7.153 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13399], Speed: 7.079 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13499], Speed: 7.158 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13599], Speed: 7.117 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13699], Speed: 7.139 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13799], Speed: 7.176 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.807
[Epoch 15][Batch 13899], Speed: 7.150 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 15][Batch 13999], Speed: 7.133 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 15][Batch 14099], Speed: 7.171 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 15][Batch 14199], Speed: 7.176 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 15][Batch 14299], Speed: 7.136 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 15][Batch 14399], Speed: 7.193 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 15][Batch 14499], Speed: 7.162 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 15][Batch 14599], Speed: 7.131 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 15] Training cost: 16409.714, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.102
[Epoch 15] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.338
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.547
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.367
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.380
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.435
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.298
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.481
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.509
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.334
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.634
person=50.3
bicycle=27.0
car=38.1
motorcycle=39.6
airplane=51.5
bus=55.8
train=53.5
truck=31.0
boat=19.6
traffic light=23.8
fire hydrant=59.9
stop sign=61.6
parking meter=38.3
bench=18.6
bird=29.8
cat=55.6
dog=46.8
horse=47.0
sheep=42.8
cow=44.5
elephant=54.5
bear=57.1
zebra=57.0
giraffe=60.8
backpack=12.1
umbrella=32.9
handbag=13.4
tie=27.4
suitcase=27.7
frisbee=56.4
skis=15.5
snowboard=22.4
sports ball=36.3
kite=33.3
baseball bat=16.7
baseball glove=28.9
skateboard=43.5
surfboard=28.5
tennis racket=41.7
bottle=34.8
wine glass=29.8
cup=38.2
fork=29.9
knife=13.9
spoon=13.2
bowl=37.5
banana=19.8
apple=15.8
sandwich=24.0
orange=27.6
broccoli=19.9
carrot=15.3
hot dog=21.9
pizza=42.8
donut=35.2
cake=28.0
chair=23.0
couch=30.3
potted plant=22.9
bed=32.7
dining table=22.8
toilet=44.2
tv=48.2
laptop=50.8
mouse=54.8
remote=25.0
keyboard=43.2
cell phone=31.5
microwave=48.3
oven=25.8
toaster=16.9
sink=30.5
refrigerator=42.3
book=11.6
clock=48.8
vase=30.0
scissors=17.0
teddy bear=37.2
hair drier=5.0
toothbrush=16.2
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=33.8
[Epoch 15] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0015_33.8000.params
[Epoch 16][Batch 99], Speed: 6.802 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.187,RCNN_SmoothL1=0.103,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.926,RCNNL1Loss=0.806
[Epoch 16][Batch 199], Speed: 7.207 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.185,RCNN_SmoothL1=0.099,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 299], Speed: 7.117 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 399], Speed: 7.113 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 499], Speed: 7.199 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 599], Speed: 7.109 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 699], Speed: 7.177 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.029,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 799], Speed: 7.181 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 899], Speed: 7.190 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 999], Speed: 7.130 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 1099], Speed: 7.223 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 1199], Speed: 7.167 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 1299], Speed: 7.181 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.271,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 1399], Speed: 7.179 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.806
[Epoch 16][Batch 1499], Speed: 7.161 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 1599], Speed: 7.155 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 1699], Speed: 7.134 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 1799], Speed: 7.113 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 1899], Speed: 7.133 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 1999], Speed: 7.149 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2099], Speed: 7.173 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2199], Speed: 7.135 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2299], Speed: 7.240 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2399], Speed: 7.161 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2499], Speed: 7.170 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2599], Speed: 7.164 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2699], Speed: 7.197 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2799], Speed: 7.192 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2899], Speed: 7.169 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.188,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 2999], Speed: 7.179 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 3099], Speed: 7.172 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 3199], Speed: 7.184 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 3299], Speed: 7.137 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 3399], Speed: 7.213 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.189,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 3499], Speed: 7.196 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.805
[Epoch 16][Batch 3599], Speed: 7.130 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 3699], Speed: 7.239 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 3799], Speed: 7.199 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 3899], Speed: 7.190 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 3999], Speed: 7.075 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4099], Speed: 7.159 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4199], Speed: 7.166 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4299], Speed: 7.178 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4399], Speed: 7.210 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4499], Speed: 7.132 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4599], Speed: 7.132 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4699], Speed: 7.197 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4799], Speed: 7.172 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4899], Speed: 7.185 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 4999], Speed: 7.168 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 5099], Speed: 7.229 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 5199], Speed: 7.217 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 5299], Speed: 7.178 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 5399], Speed: 7.206 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 5499], Speed: 7.142 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 5599], Speed: 7.179 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.804
[Epoch 16][Batch 5699], Speed: 7.156 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 5799], Speed: 7.166 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 5899], Speed: 7.130 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 5999], Speed: 7.180 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6099], Speed: 7.234 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6199], Speed: 7.173 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6299], Speed: 7.175 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6399], Speed: 7.150 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6499], Speed: 7.207 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6599], Speed: 7.103 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.190,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6699], Speed: 7.178 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6799], Speed: 7.177 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6899], Speed: 7.153 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 6999], Speed: 7.224 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7099], Speed: 7.221 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7199], Speed: 7.192 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7299], Speed: 7.176 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7399], Speed: 7.168 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7499], Speed: 7.209 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7599], Speed: 7.141 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7699], Speed: 7.155 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7799], Speed: 7.132 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7899], Speed: 7.180 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.803
[Epoch 16][Batch 7999], Speed: 7.189 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8099], Speed: 7.160 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8199], Speed: 7.178 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8299], Speed: 7.187 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8399], Speed: 7.152 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.191,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8499], Speed: 7.209 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.270,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8599], Speed: 7.240 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8699], Speed: 7.102 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8799], Speed: 7.096 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8899], Speed: 7.135 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 8999], Speed: 7.122 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9099], Speed: 7.174 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9199], Speed: 7.188 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9299], Speed: 7.214 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9399], Speed: 7.189 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9499], Speed: 7.139 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9599], Speed: 7.162 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9699], Speed: 7.194 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9799], Speed: 7.152 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9899], Speed: 7.185 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 9999], Speed: 7.155 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.192,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 10099], Speed: 7.140 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 10199], Speed: 7.171 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 10299], Speed: 7.116 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.100,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 10399], Speed: 7.209 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 10499], Speed: 7.113 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.802
[Epoch 16][Batch 10599], Speed: 7.122 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 10699], Speed: 7.186 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 10799], Speed: 7.161 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 10899], Speed: 7.191 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 10999], Speed: 7.141 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11099], Speed: 7.178 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11199], Speed: 7.184 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11299], Speed: 7.210 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11399], Speed: 7.156 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11499], Speed: 7.120 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11599], Speed: 7.193 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11699], Speed: 7.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11799], Speed: 7.153 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11899], Speed: 7.160 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 11999], Speed: 7.170 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12099], Speed: 7.175 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12199], Speed: 7.190 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.193,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12299], Speed: 7.176 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12399], Speed: 7.113 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12499], Speed: 7.143 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12599], Speed: 7.172 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12699], Speed: 7.170 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12799], Speed: 7.181 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12899], Speed: 7.228 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 12999], Speed: 7.145 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 13099], Speed: 7.129 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 13199], Speed: 7.177 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 13299], Speed: 7.142 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 13399], Speed: 7.183 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.801
[Epoch 16][Batch 13499], Speed: 7.196 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 13599], Speed: 7.157 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 13699], Speed: 7.192 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 13799], Speed: 7.178 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 13899], Speed: 7.175 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.194,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 13999], Speed: 7.179 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 14099], Speed: 7.218 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 14199], Speed: 7.137 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 14299], Speed: 7.158 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 14399], Speed: 7.148 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 14499], Speed: 7.164 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16][Batch 14599], Speed: 7.209 samples/sec, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 16] Training cost: 16362.649, RPN_Conf=0.026,RPN_SmoothL1=0.028,RCNN_CrossEntropy=0.195,RCNN_SmoothL1=0.101
[Epoch 16] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0016_0.0000.params
[Epoch 17] Set learning rate to 0.001
[Epoch 17][Batch 99], Speed: 6.811 samples/sec, RPN_Conf=0.025,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.182,RCNN_SmoothL1=0.096,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 17][Batch 199], Speed: 7.156 samples/sec, RPN_Conf=0.024,RPN_SmoothL1=0.027,RCNN_CrossEntropy=0.176,RCNN_SmoothL1=0.095,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 17][Batch 299], Speed: 7.220 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.174,RCNN_SmoothL1=0.094,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 17][Batch 399], Speed: 7.207 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.173,RCNN_SmoothL1=0.095,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 17][Batch 499], Speed: 7.121 samples/sec, RPN_Conf=0.023,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.171,RCNN_SmoothL1=0.093,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 17][Batch 599], Speed: 7.133 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.026,RCNN_CrossEntropy=0.169,RCNN_SmoothL1=0.093,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 17][Batch 699], Speed: 7.134 samples/sec, RPN_Conf=0.022,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.167,RCNN_SmoothL1=0.093,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 17][Batch 799], Speed: 7.166 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.166,RCNN_SmoothL1=0.092,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.800
[Epoch 17][Batch 899], Speed: 7.159 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 999], Speed: 7.250 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1099], Speed: 7.141 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.165,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1199], Speed: 7.194 samples/sec, RPN_Conf=0.021,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.269,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1299], Speed: 7.167 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1399], Speed: 7.149 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.164,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1499], Speed: 7.154 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.163,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1599], Speed: 7.126 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1699], Speed: 7.112 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1799], Speed: 7.161 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1899], Speed: 7.217 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 1999], Speed: 7.111 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.162,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 2099], Speed: 7.188 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.799
[Epoch 17][Batch 2199], Speed: 7.179 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 2299], Speed: 7.142 samples/sec, RPN_Conf=0.020,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.161,RCNN_SmoothL1=0.091,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 2399], Speed: 7.129 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 2499], Speed: 7.146 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 2599], Speed: 7.193 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.160,RCNN_SmoothL1=0.090,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 2699], Speed: 7.178 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.025,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 2799], Speed: 7.169 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 2899], Speed: 7.181 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 2999], Speed: 7.200 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 3099], Speed: 7.154 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.090,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 3199], Speed: 7.181 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.159,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 3299], Speed: 7.160 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.798
[Epoch 17][Batch 3399], Speed: 7.173 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 3499], Speed: 7.156 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 3599], Speed: 7.166 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 3699], Speed: 7.124 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.158,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 3799], Speed: 7.147 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 3899], Speed: 7.107 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 3999], Speed: 7.158 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 4099], Speed: 7.185 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 4199], Speed: 7.154 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 4299], Speed: 7.186 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 4399], Speed: 7.214 samples/sec, RPN_Conf=0.019,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 4499], Speed: 7.132 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.797
[Epoch 17][Batch 4599], Speed: 7.172 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 4699], Speed: 7.177 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.157,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 4799], Speed: 7.147 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 4899], Speed: 7.143 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.268,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 4999], Speed: 7.185 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 5099], Speed: 7.161 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 5199], Speed: 7.137 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 5299], Speed: 7.198 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 5399], Speed: 7.210 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.089,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 5499], Speed: 7.108 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 5599], Speed: 7.182 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.156,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.796
[Epoch 17][Batch 5699], Speed: 7.200 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 5799], Speed: 7.130 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 5899], Speed: 7.167 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 5999], Speed: 7.156 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6099], Speed: 7.180 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6199], Speed: 7.214 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6299], Speed: 7.174 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6399], Speed: 7.142 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6499], Speed: 7.199 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6599], Speed: 7.124 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.155,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6699], Speed: 7.185 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6799], Speed: 7.128 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.795
[Epoch 17][Batch 6899], Speed: 7.133 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 6999], Speed: 7.175 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7099], Speed: 7.246 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7199], Speed: 7.181 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7299], Speed: 7.114 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7399], Speed: 7.171 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7499], Speed: 7.200 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.088,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7599], Speed: 7.155 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7699], Speed: 7.211 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7799], Speed: 7.204 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7899], Speed: 7.198 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.794
[Epoch 17][Batch 7999], Speed: 7.216 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8099], Speed: 7.213 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8199], Speed: 7.210 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8299], Speed: 7.094 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.154,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8399], Speed: 7.128 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8499], Speed: 7.201 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.267,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8599], Speed: 7.196 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8699], Speed: 7.198 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8799], Speed: 7.163 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8899], Speed: 7.144 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.927,RCNNL1Loss=0.793
[Epoch 17][Batch 8999], Speed: 7.162 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.793
[Epoch 17][Batch 9099], Speed: 7.178 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9199], Speed: 7.213 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9299], Speed: 7.130 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9399], Speed: 7.173 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9499], Speed: 7.124 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9599], Speed: 7.113 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9699], Speed: 7.192 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.153,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9799], Speed: 7.200 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9899], Speed: 7.275 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 9999], Speed: 7.141 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 10099], Speed: 7.141 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 10199], Speed: 7.218 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.792
[Epoch 17][Batch 10299], Speed: 7.149 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 10399], Speed: 7.174 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 10499], Speed: 7.165 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 10599], Speed: 7.108 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 10699], Speed: 7.169 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 10799], Speed: 7.161 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 10899], Speed: 7.179 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 10999], Speed: 7.117 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 11099], Speed: 7.131 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 11199], Speed: 7.202 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 11299], Speed: 7.142 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.087,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.791
[Epoch 17][Batch 11399], Speed: 7.157 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 11499], Speed: 7.142 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 11599], Speed: 7.129 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 11699], Speed: 7.203 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 11799], Speed: 7.145 samples/sec, RPN_Conf=0.018,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 11899], Speed: 7.163 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 11999], Speed: 7.227 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 12099], Speed: 7.190 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.266,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 12199], Speed: 7.198 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.152,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 12299], Speed: 7.211 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 12399], Speed: 7.176 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 12499], Speed: 7.132 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.790
[Epoch 17][Batch 12599], Speed: 7.157 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 12699], Speed: 7.168 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 12799], Speed: 7.179 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 12899], Speed: 7.140 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 12999], Speed: 7.107 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 13099], Speed: 7.149 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 13199], Speed: 7.173 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 13299], Speed: 7.257 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 13399], Speed: 7.187 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 13499], Speed: 7.216 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 13599], Speed: 7.180 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.789
[Epoch 17][Batch 13699], Speed: 7.154 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 13799], Speed: 7.094 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 13899], Speed: 7.134 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 13999], Speed: 7.203 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 14099], Speed: 7.191 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 14199], Speed: 7.155 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.024,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 14299], Speed: 7.131 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 14399], Speed: 7.172 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 14499], Speed: 7.223 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17][Batch 14599], Speed: 7.150 samples/sec, RPN_Conf=0.017,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 17] Training cost: 16367.103, RPN_Conf=0.017,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.151,RCNN_SmoothL1=0.086
[Epoch 17] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.408
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.623
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.445
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.448
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.331
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.528
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.556
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.381
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.695
person=54.2
bicycle=32.8
car=44.5
motorcycle=43.6
airplane=64.6
bus=65.5
train=62.2
truck=34.1
boat=26.2
traffic light=28.0
fire hydrant=67.6
stop sign=63.8
parking meter=44.5
bench=23.8
bird=35.5
cat=65.4
dog=59.1
horse=55.8
sheep=50.9
cow=53.1
elephant=60.7
bear=64.0
zebra=65.0
giraffe=66.3
backpack=18.1
umbrella=38.5
handbag=16.4
tie=34.0
suitcase=38.8
frisbee=63.3
skis=24.5
snowboard=35.1
sports ball=41.9
kite=39.5
baseball bat=28.1
baseball glove=35.6
skateboard=51.6
surfboard=36.5
tennis racket=45.8
bottle=40.5
wine glass=36.0
cup=44.5
fork=36.7
knife=21.2
spoon=19.1
bowl=42.5
banana=23.8
apple=21.4
sandwich=33.3
orange=30.5
broccoli=22.8
carrot=20.9
hot dog=30.9
pizza=50.4
donut=44.9
cake=37.9
chair=27.4
couch=40.0
potted plant=26.7
bed=37.7
dining table=27.4
toilet=57.5
tv=55.2
laptop=59.0
mouse=58.9
remote=32.5
keyboard=48.9
cell phone=34.8
microwave=55.7
oven=30.3
toaster=40.9
sink=35.1
refrigerator=51.7
book=15.7
clock=51.5
vase=37.0
scissors=27.1
teddy bear=45.6
hair drier=6.5
toothbrush=24.5
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=40.8
[Epoch 17] mAP 40.8 higher than current best [34.6] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 17] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0017_40.8000.params
[Epoch 18][Batch 99], Speed: 6.706 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.146,RCNN_SmoothL1=0.085,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.788
[Epoch 18][Batch 199], Speed: 7.122 samples/sec, RPN_Conf=0.016,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.142,RCNN_SmoothL1=0.083,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 299], Speed: 7.144 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 399], Speed: 7.186 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 499], Speed: 7.192 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 599], Speed: 7.177 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 699], Speed: 7.144 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 799], Speed: 7.188 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 899], Speed: 7.104 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 999], Speed: 7.110 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.141,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.265,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 1099], Speed: 7.214 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 1199], Speed: 7.145 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.787
[Epoch 18][Batch 1299], Speed: 7.213 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 1399], Speed: 7.177 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 1499], Speed: 7.202 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 1599], Speed: 7.150 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 1699], Speed: 7.126 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 1799], Speed: 7.114 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 1899], Speed: 7.171 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 1999], Speed: 7.153 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.082,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 2099], Speed: 7.139 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 2199], Speed: 7.170 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.786
[Epoch 18][Batch 2299], Speed: 7.105 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 2399], Speed: 7.200 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 2499], Speed: 7.152 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 2599], Speed: 7.180 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 2699], Speed: 7.135 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 2799], Speed: 7.190 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 2899], Speed: 7.093 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 2999], Speed: 7.159 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 3099], Speed: 7.226 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 3199], Speed: 7.124 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 3299], Speed: 7.097 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.785
[Epoch 18][Batch 3399], Speed: 7.214 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 3499], Speed: 7.179 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 3599], Speed: 7.198 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 3699], Speed: 7.146 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 3799], Speed: 7.177 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 3899], Speed: 7.144 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 3999], Speed: 7.122 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 4099], Speed: 7.193 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 4199], Speed: 7.165 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 4299], Speed: 7.252 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 4399], Speed: 7.191 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.784
[Epoch 18][Batch 4499], Speed: 7.127 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.264,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 4599], Speed: 7.218 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 4699], Speed: 7.122 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 4799], Speed: 7.161 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 4899], Speed: 7.146 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 4999], Speed: 7.194 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 5099], Speed: 7.160 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 5199], Speed: 7.175 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 5299], Speed: 7.156 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 5399], Speed: 7.248 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 5499], Speed: 7.155 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.783
[Epoch 18][Batch 5599], Speed: 7.165 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 5699], Speed: 7.201 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 5799], Speed: 7.179 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 5899], Speed: 7.185 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 5999], Speed: 7.176 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 6099], Speed: 7.156 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 6199], Speed: 7.197 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 6299], Speed: 7.157 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 6399], Speed: 7.150 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 6499], Speed: 7.153 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 6599], Speed: 7.174 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.782
[Epoch 18][Batch 6699], Speed: 7.179 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 6799], Speed: 7.056 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 6899], Speed: 7.192 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 6999], Speed: 7.231 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 7099], Speed: 7.145 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 7199], Speed: 7.160 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 7299], Speed: 7.199 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 7399], Speed: 7.137 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 7499], Speed: 7.167 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 7599], Speed: 7.194 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 7699], Speed: 7.171 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.781
[Epoch 18][Batch 7799], Speed: 7.155 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.928,RCNNL1Loss=0.780
[Epoch 18][Batch 7899], Speed: 7.181 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 7999], Speed: 7.164 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.263,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8099], Speed: 7.139 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8199], Speed: 7.180 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8299], Speed: 7.181 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8399], Speed: 7.173 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8499], Speed: 7.109 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8599], Speed: 7.144 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8699], Speed: 7.160 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8799], Speed: 7.157 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8899], Speed: 7.229 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.780
[Epoch 18][Batch 8999], Speed: 7.155 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9099], Speed: 7.123 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9199], Speed: 7.195 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9299], Speed: 7.154 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9399], Speed: 7.189 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9499], Speed: 7.178 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9599], Speed: 7.182 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9699], Speed: 7.156 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9799], Speed: 7.150 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9899], Speed: 7.234 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 9999], Speed: 7.136 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.779
[Epoch 18][Batch 10099], Speed: 7.154 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10199], Speed: 7.208 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10299], Speed: 7.168 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10399], Speed: 7.185 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.139,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10499], Speed: 7.145 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10599], Speed: 7.124 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10699], Speed: 7.095 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10799], Speed: 7.149 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10899], Speed: 7.172 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 10999], Speed: 7.214 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 11099], Speed: 7.176 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 11199], Speed: 7.152 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.778
[Epoch 18][Batch 11299], Speed: 7.113 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 11399], Speed: 7.160 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 11499], Speed: 7.133 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 11599], Speed: 7.138 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 11699], Speed: 7.146 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.262,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 11799], Speed: 7.132 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 11899], Speed: 7.161 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 11999], Speed: 7.111 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 12099], Speed: 7.127 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 12199], Speed: 7.170 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 12299], Speed: 7.178 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 12399], Speed: 7.146 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.777
[Epoch 18][Batch 12499], Speed: 7.186 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 12599], Speed: 7.141 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 12699], Speed: 7.128 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 12799], Speed: 7.143 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 12899], Speed: 7.173 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 12999], Speed: 7.170 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 13099], Speed: 7.141 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 13199], Speed: 7.169 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 13299], Speed: 7.228 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 13399], Speed: 7.160 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 13499], Speed: 7.186 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 13599], Speed: 7.170 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.776
[Epoch 18][Batch 13699], Speed: 7.135 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 13799], Speed: 7.126 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 13899], Speed: 7.166 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 13999], Speed: 7.182 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 14099], Speed: 7.158 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 14199], Speed: 7.154 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 14299], Speed: 7.160 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 14399], Speed: 7.158 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 14499], Speed: 7.223 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18][Batch 14599], Speed: 7.108 samples/sec, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 18] Training cost: 16380.078, RPN_Conf=0.015,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.140,RCNN_SmoothL1=0.081
[Epoch 18] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0018_0.0000.params
[Epoch 19][Batch 99], Speed: 6.746 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.136,RCNN_SmoothL1=0.079,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.775
[Epoch 19][Batch 199], Speed: 7.176 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 299], Speed: 7.178 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.131,RCNN_SmoothL1=0.077,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 399], Speed: 7.159 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 499], Speed: 7.112 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 599], Speed: 7.219 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 699], Speed: 7.169 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 799], Speed: 7.184 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.079,RPNAcc=0.988,RPNL1Loss=0.261,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 899], Speed: 7.189 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 999], Speed: 7.114 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 1099], Speed: 7.108 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.079,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 1199], Speed: 7.120 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.774
[Epoch 19][Batch 1299], Speed: 7.191 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.079,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 1399], Speed: 7.072 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.079,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 1499], Speed: 7.120 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.079,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 1599], Speed: 7.192 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.079,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 1699], Speed: 7.120 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.079,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 1799], Speed: 7.095 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 1899], Speed: 7.164 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 1999], Speed: 7.165 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 2099], Speed: 7.136 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 2199], Speed: 7.150 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 2299], Speed: 7.128 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.773
[Epoch 19][Batch 2399], Speed: 7.159 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 2499], Speed: 7.157 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 2599], Speed: 7.166 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 2699], Speed: 7.174 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 2799], Speed: 7.171 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 2899], Speed: 7.109 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 2999], Speed: 7.129 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 3099], Speed: 7.110 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 3199], Speed: 7.103 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 3299], Speed: 7.193 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 3399], Speed: 7.219 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.772
[Epoch 19][Batch 3499], Speed: 7.201 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.132,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 3599], Speed: 7.210 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 3699], Speed: 7.269 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 3799], Speed: 7.208 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 3899], Speed: 7.129 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 3999], Speed: 7.138 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 4099], Speed: 7.160 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.988,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 4199], Speed: 7.186 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 4299], Speed: 7.160 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 4399], Speed: 7.066 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.260,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 4499], Speed: 7.152 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.771
[Epoch 19][Batch 4599], Speed: 7.108 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 4699], Speed: 7.120 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 4799], Speed: 7.178 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 4899], Speed: 7.155 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 4999], Speed: 7.129 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 5099], Speed: 7.119 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 5199], Speed: 7.169 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 5299], Speed: 7.229 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 5399], Speed: 7.114 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 5499], Speed: 7.189 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 5599], Speed: 7.158 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 5699], Speed: 7.205 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.770
[Epoch 19][Batch 5799], Speed: 7.156 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 5899], Speed: 7.166 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 5999], Speed: 7.183 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6099], Speed: 7.170 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6199], Speed: 7.096 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6299], Speed: 7.175 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6399], Speed: 7.168 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6499], Speed: 7.140 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6599], Speed: 7.149 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6699], Speed: 7.137 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6799], Speed: 7.097 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.133,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.929,RCNNL1Loss=0.769
[Epoch 19][Batch 6899], Speed: 7.144 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 6999], Speed: 7.136 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7099], Speed: 7.179 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7199], Speed: 7.119 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7299], Speed: 7.164 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7399], Speed: 7.164 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7499], Speed: 7.185 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7599], Speed: 7.196 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7699], Speed: 7.195 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7799], Speed: 7.175 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7899], Speed: 7.130 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 7999], Speed: 7.153 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.768
[Epoch 19][Batch 8099], Speed: 7.115 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.259,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8199], Speed: 7.106 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8299], Speed: 7.235 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8399], Speed: 7.163 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8499], Speed: 7.185 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8599], Speed: 7.202 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8699], Speed: 7.110 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8799], Speed: 7.173 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8899], Speed: 7.218 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 8999], Speed: 7.199 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 9099], Speed: 7.135 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 9199], Speed: 7.184 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.767
[Epoch 19][Batch 9299], Speed: 7.117 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 9399], Speed: 7.155 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 9499], Speed: 7.125 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 9599], Speed: 7.094 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 9699], Speed: 7.180 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 9799], Speed: 7.196 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 9899], Speed: 7.148 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 9999], Speed: 7.121 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 10099], Speed: 7.123 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 10199], Speed: 7.191 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 10299], Speed: 7.100 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 10399], Speed: 7.131 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.766
[Epoch 19][Batch 10499], Speed: 7.141 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 10599], Speed: 7.204 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 10699], Speed: 7.149 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 10799], Speed: 6.932 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 10899], Speed: 7.178 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 10999], Speed: 7.143 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 11099], Speed: 7.165 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 11199], Speed: 7.171 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 11299], Speed: 7.254 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 11399], Speed: 7.193 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 11499], Speed: 7.090 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 11599], Speed: 7.201 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.765
[Epoch 19][Batch 11699], Speed: 7.216 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 11799], Speed: 7.128 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 11899], Speed: 7.205 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 11999], Speed: 7.190 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12099], Speed: 7.147 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.258,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12199], Speed: 7.125 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12299], Speed: 7.214 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12399], Speed: 7.135 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12499], Speed: 7.176 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12599], Speed: 7.199 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12699], Speed: 7.144 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12799], Speed: 7.185 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.764
[Epoch 19][Batch 12899], Speed: 7.141 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 12999], Speed: 7.135 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13099], Speed: 7.223 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13199], Speed: 7.137 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13299], Speed: 7.120 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13399], Speed: 7.217 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13499], Speed: 7.154 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13599], Speed: 7.128 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13699], Speed: 7.175 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13799], Speed: 7.196 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13899], Speed: 7.130 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 13999], Speed: 7.138 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.763
[Epoch 19][Batch 14099], Speed: 7.143 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 19][Batch 14199], Speed: 7.205 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 19][Batch 14299], Speed: 7.106 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 19][Batch 14399], Speed: 7.146 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 19][Batch 14499], Speed: 7.135 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 19][Batch 14599], Speed: 7.162 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 19] Training cost: 16394.221, RPN_Conf=0.014,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.134,RCNN_SmoothL1=0.078
[Epoch 19] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.412
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.627
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.448
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.253
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.451
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.331
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.524
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.552
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.372
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.591
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.688
person=54.1
bicycle=33.2
car=44.6
motorcycle=44.1
airplane=62.5
bus=64.9
train=61.2
truck=35.3
boat=27.0
traffic light=28.1
fire hydrant=67.0
stop sign=65.9
parking meter=42.9
bench=23.5
bird=35.9
cat=66.3
dog=60.2
horse=56.0
sheep=51.9
cow=54.4
elephant=60.7
bear=64.8
zebra=65.4
giraffe=66.4
backpack=17.9
umbrella=38.5
handbag=16.4
tie=34.8
suitcase=40.9
frisbee=63.4
skis=23.7
snowboard=36.4
sports ball=42.5
kite=40.1
baseball bat=29.0
baseball glove=36.5
skateboard=52.7
surfboard=37.3
tennis racket=47.4
bottle=40.4
wine glass=38.1
cup=44.6
fork=37.3
knife=22.8
spoon=20.2
bowl=42.3
banana=24.9
apple=22.2
sandwich=32.2
orange=31.0
broccoli=23.1
carrot=21.3
hot dog=29.6
pizza=51.5
donut=45.4
cake=38.0
chair=27.9
couch=39.5
potted plant=27.5
bed=39.0
dining table=27.6
toilet=57.6
tv=56.4
laptop=60.4
mouse=60.5
remote=32.0
keyboard=48.0
cell phone=34.4
microwave=57.3
oven=32.4
toaster=39.7
sink=36.2
refrigerator=53.5
book=15.6
clock=51.3
vase=37.6
scissors=26.9
teddy bear=46.5
hair drier=6.3
toothbrush=22.0
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=41.2
[Epoch 19] mAP 41.2 higher than current best [40.8] saving to faster_rcnn_fpn_resnet101_v1d_coco_best.params
[Epoch 19] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0019_41.2000.params
[Epoch 20][Batch 99], Speed: 6.812 samples/sec, RPN_Conf=0.014,RPN_SmoothL1=0.023,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.077,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 20][Batch 199], Speed: 7.173 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 20][Batch 299], Speed: 7.200 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.077,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 20][Batch 399], Speed: 7.111 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 20][Batch 499], Speed: 7.133 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.127,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.762
[Epoch 20][Batch 599], Speed: 7.190 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 699], Speed: 7.171 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 799], Speed: 7.187 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 899], Speed: 7.115 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 999], Speed: 7.173 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 1099], Speed: 7.172 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 1199], Speed: 7.123 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 1299], Speed: 7.160 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.257,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 1399], Speed: 7.151 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 1499], Speed: 7.141 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 1599], Speed: 7.199 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 1699], Speed: 7.176 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.761
[Epoch 20][Batch 1799], Speed: 7.154 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 1899], Speed: 7.164 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 1999], Speed: 7.216 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2099], Speed: 7.143 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.022,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2199], Speed: 7.205 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2299], Speed: 7.220 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2399], Speed: 7.194 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2499], Speed: 7.142 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2599], Speed: 7.140 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2699], Speed: 7.184 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2799], Speed: 7.234 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.760
[Epoch 20][Batch 2899], Speed: 7.169 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 2999], Speed: 7.166 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3099], Speed: 7.186 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3199], Speed: 7.145 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3299], Speed: 7.156 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.128,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3399], Speed: 7.183 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3499], Speed: 7.221 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3599], Speed: 7.166 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3699], Speed: 7.235 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3799], Speed: 7.219 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3899], Speed: 7.180 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 3999], Speed: 7.156 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.759
[Epoch 20][Batch 4099], Speed: 7.203 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4199], Speed: 7.148 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4299], Speed: 7.126 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4399], Speed: 7.180 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4499], Speed: 7.179 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4599], Speed: 7.157 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4699], Speed: 7.170 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4799], Speed: 7.225 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4899], Speed: 7.140 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 4999], Speed: 7.187 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 5099], Speed: 7.159 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.256,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 5199], Speed: 7.170 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.758
[Epoch 20][Batch 5299], Speed: 7.171 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 5399], Speed: 7.171 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 5499], Speed: 7.148 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 5599], Speed: 7.151 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 5699], Speed: 7.171 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 5799], Speed: 7.139 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 5899], Speed: 7.170 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 5999], Speed: 7.174 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 6099], Speed: 7.144 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 6199], Speed: 7.184 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.930,RCNNL1Loss=0.757
[Epoch 20][Batch 6299], Speed: 7.171 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.757
[Epoch 20][Batch 6399], Speed: 7.184 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.757
[Epoch 20][Batch 6499], Speed: 7.178 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 6599], Speed: 7.169 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 6699], Speed: 7.129 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 6799], Speed: 7.198 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 6899], Speed: 7.219 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 6999], Speed: 7.177 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 7099], Speed: 7.156 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 7199], Speed: 7.119 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 7299], Speed: 7.201 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 7399], Speed: 7.149 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 7499], Speed: 7.145 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 7599], Speed: 7.268 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.756
[Epoch 20][Batch 7699], Speed: 7.109 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 7799], Speed: 7.167 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 7899], Speed: 7.124 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 7999], Speed: 7.185 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8099], Speed: 7.182 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8199], Speed: 7.135 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8299], Speed: 7.189 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8399], Speed: 7.134 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8499], Speed: 7.204 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8599], Speed: 7.196 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8699], Speed: 7.189 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8799], Speed: 7.123 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.755
[Epoch 20][Batch 8899], Speed: 7.194 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 8999], Speed: 7.170 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.255,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9099], Speed: 7.160 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9199], Speed: 7.209 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9299], Speed: 7.192 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9399], Speed: 7.220 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9499], Speed: 7.224 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.129,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9599], Speed: 7.124 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9699], Speed: 7.165 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9799], Speed: 7.137 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9899], Speed: 7.198 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 9999], Speed: 7.211 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.754
[Epoch 20][Batch 10099], Speed: 7.178 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10199], Speed: 7.213 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10299], Speed: 7.212 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10399], Speed: 7.183 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10499], Speed: 7.194 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10599], Speed: 7.131 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10699], Speed: 7.164 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10799], Speed: 7.166 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10899], Speed: 7.164 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 10999], Speed: 7.226 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 11099], Speed: 7.228 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 11199], Speed: 7.180 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.753
[Epoch 20][Batch 11299], Speed: 7.235 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 11399], Speed: 7.165 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 11499], Speed: 7.199 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 11599], Speed: 7.181 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 11699], Speed: 7.212 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 11799], Speed: 7.165 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 11899], Speed: 7.176 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 11999], Speed: 7.138 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 12099], Speed: 7.222 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 12199], Speed: 7.159 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 12299], Speed: 7.187 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 12399], Speed: 7.196 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 12499], Speed: 7.150 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.752
[Epoch 20][Batch 12599], Speed: 7.195 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 12699], Speed: 7.205 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 12799], Speed: 7.210 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 12899], Speed: 7.189 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 12999], Speed: 7.182 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13099], Speed: 7.233 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.254,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13199], Speed: 7.214 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13299], Speed: 7.169 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13399], Speed: 7.161 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13499], Speed: 7.183 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13599], Speed: 7.187 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13699], Speed: 7.195 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13799], Speed: 7.181 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.751
[Epoch 20][Batch 13899], Speed: 7.175 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 20][Batch 13999], Speed: 7.181 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 20][Batch 14099], Speed: 7.231 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 20][Batch 14199], Speed: 7.151 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 20][Batch 14299], Speed: 7.230 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 20][Batch 14399], Speed: 7.133 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 20][Batch 14499], Speed: 7.021 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 20][Batch 14599], Speed: 7.232 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 20] Training cost: 16347.592, RPN_Conf=0.013,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.130,RCNN_SmoothL1=0.076
[Epoch 20] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0020_0.0000.params
[Epoch 21][Batch 99], Speed: 6.722 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 21][Batch 199], Speed: 7.174 samples/sec, RPN_Conf=0.013,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 21][Batch 299], Speed: 7.126 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 21][Batch 399], Speed: 7.159 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.750
[Epoch 21][Batch 499], Speed: 7.190 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.124,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 599], Speed: 7.174 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 699], Speed: 7.214 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 799], Speed: 7.166 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 899], Speed: 7.129 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 999], Speed: 7.174 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 1099], Speed: 7.197 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 1199], Speed: 7.149 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 1299], Speed: 7.168 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 1399], Speed: 7.163 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 1499], Speed: 7.131 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 1599], Speed: 7.233 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.749
[Epoch 21][Batch 1699], Speed: 7.172 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 1799], Speed: 7.189 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 1899], Speed: 7.162 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 1999], Speed: 7.191 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2099], Speed: 7.207 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2199], Speed: 7.115 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2299], Speed: 7.179 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2399], Speed: 7.193 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2499], Speed: 7.198 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.253,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2599], Speed: 7.162 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2699], Speed: 7.198 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2799], Speed: 7.138 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.748
[Epoch 21][Batch 2899], Speed: 7.209 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 2999], Speed: 7.151 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3099], Speed: 7.163 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3199], Speed: 7.136 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3299], Speed: 7.163 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3399], Speed: 7.166 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3499], Speed: 7.188 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3599], Speed: 7.184 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3699], Speed: 7.156 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3799], Speed: 7.174 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3899], Speed: 7.212 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 3999], Speed: 7.223 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.747
[Epoch 21][Batch 4099], Speed: 7.213 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4199], Speed: 7.188 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4299], Speed: 7.209 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4399], Speed: 7.202 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4499], Speed: 7.162 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4599], Speed: 7.168 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4699], Speed: 7.166 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4799], Speed: 7.145 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4899], Speed: 7.164 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 4999], Speed: 7.202 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 5099], Speed: 7.148 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 5199], Speed: 7.187 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.746
[Epoch 21][Batch 5299], Speed: 7.222 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.745
[Epoch 21][Batch 5399], Speed: 7.190 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.745
[Epoch 21][Batch 5499], Speed: 7.177 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.745
[Epoch 21][Batch 5599], Speed: 7.075 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.745
[Epoch 21][Batch 5699], Speed: 7.135 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.745
[Epoch 21][Batch 5799], Speed: 7.191 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.745
[Epoch 21][Batch 5899], Speed: 7.172 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.745
[Epoch 21][Batch 5999], Speed: 7.104 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.931,RCNNL1Loss=0.745
[Epoch 21][Batch 6099], Speed: 7.236 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.932,RCNNL1Loss=0.745
[Epoch 21][Batch 6199], Speed: 7.213 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.932,RCNNL1Loss=0.745
[Epoch 21][Batch 6299], Speed: 7.175 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.932,RCNNL1Loss=0.745
[Epoch 21][Batch 6399], Speed: 7.184 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.932,RCNNL1Loss=0.745
[Epoch 21][Batch 6499], Speed: 7.207 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.932,RCNNL1Loss=0.745
[Epoch 21][Batch 6599], Speed: 7.241 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.252,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 6699], Speed: 7.166 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 6799], Speed: 7.239 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 6899], Speed: 7.101 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 6999], Speed: 7.183 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 7099], Speed: 7.170 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 7199], Speed: 7.212 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 7299], Speed: 7.144 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 7399], Speed: 7.141 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 7499], Speed: 7.157 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 7599], Speed: 7.201 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 7699], Speed: 7.180 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.744
[Epoch 21][Batch 7799], Speed: 7.194 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 7899], Speed: 7.180 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 7999], Speed: 7.149 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8099], Speed: 7.158 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8199], Speed: 7.159 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8299], Speed: 7.184 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8399], Speed: 7.215 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8499], Speed: 7.211 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8599], Speed: 7.196 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8699], Speed: 7.199 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8799], Speed: 7.158 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8899], Speed: 7.140 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 8999], Speed: 7.195 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.743
[Epoch 21][Batch 9099], Speed: 7.178 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9199], Speed: 7.112 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9299], Speed: 7.199 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9399], Speed: 7.201 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9499], Speed: 7.173 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9599], Speed: 7.110 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9699], Speed: 7.186 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9799], Speed: 7.174 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9899], Speed: 7.139 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 9999], Speed: 7.152 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 10099], Speed: 7.182 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 10199], Speed: 7.164 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 10299], Speed: 7.187 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.742
[Epoch 21][Batch 10399], Speed: 7.168 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 10499], Speed: 7.140 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 10599], Speed: 7.154 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 10699], Speed: 7.138 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 10799], Speed: 7.166 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.251,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 10899], Speed: 7.203 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 10999], Speed: 7.146 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 11099], Speed: 7.149 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.075,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 11199], Speed: 7.182 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 11299], Speed: 7.140 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 11399], Speed: 7.178 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 11499], Speed: 7.210 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.741
[Epoch 21][Batch 11599], Speed: 7.151 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 11699], Speed: 7.193 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 11799], Speed: 7.173 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 11899], Speed: 7.175 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 11999], Speed: 7.159 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12099], Speed: 7.134 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.125,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12199], Speed: 7.175 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12299], Speed: 7.170 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12399], Speed: 7.181 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12499], Speed: 7.206 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12599], Speed: 7.130 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12699], Speed: 7.189 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12799], Speed: 7.103 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12899], Speed: 7.193 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.740
[Epoch 21][Batch 12999], Speed: 7.158 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13099], Speed: 7.165 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13199], Speed: 7.149 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13299], Speed: 7.217 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13399], Speed: 7.152 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13499], Speed: 7.162 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13599], Speed: 7.188 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13699], Speed: 7.159 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13799], Speed: 7.170 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13899], Speed: 7.236 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 13999], Speed: 7.159 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 14099], Speed: 7.180 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 14199], Speed: 7.213 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.739
[Epoch 21][Batch 14299], Speed: 7.198 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 21][Batch 14399], Speed: 7.148 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 21][Batch 14499], Speed: 7.177 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 21][Batch 14599], Speed: 7.150 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 21] Training cost: 16355.359, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.126,RCNN_SmoothL1=0.074
[Epoch 21] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.409
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.623
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.447
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.445
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.534
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.330
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.516
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.540
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.344
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686
person=54.1
bicycle=32.7
car=43.3
motorcycle=43.3
airplane=63.3
bus=65.1
train=61.4
truck=35.7
boat=26.4
traffic light=27.0
fire hydrant=66.8
stop sign=65.7
parking meter=43.8
bench=23.9
bird=35.2
cat=64.4
dog=60.4
horse=57.4
sheep=51.0
cow=53.9
elephant=60.3
bear=63.9
zebra=64.3
giraffe=65.3
backpack=18.7
umbrella=38.4
handbag=16.0
tie=35.3
suitcase=39.5
frisbee=62.3
skis=23.8
snowboard=36.3
sports ball=41.7
kite=39.0
baseball bat=30.5
baseball glove=35.8
skateboard=53.4
surfboard=35.4
tennis racket=46.8
bottle=39.7
wine glass=36.6
cup=44.4
fork=37.7
knife=21.6
spoon=20.0
bowl=41.8
banana=24.3
apple=21.8
sandwich=33.0
orange=31.5
broccoli=23.0
carrot=20.6
hot dog=30.7
pizza=50.4
donut=42.9
cake=36.5
chair=27.7
couch=39.0
potted plant=27.5
bed=39.0
dining table=27.6
toilet=57.2
tv=56.7
laptop=60.1
mouse=60.4
remote=30.7
keyboard=49.5
cell phone=33.6
microwave=57.0
oven=31.8
toaster=40.5
sink=34.7
refrigerator=53.4
book=15.4
clock=51.6
vase=36.5
scissors=28.3
teddy bear=44.4
hair drier=5.6
toothbrush=25.0
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=40.9
[Epoch 21] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0021_40.9000.params
[Epoch 22][Batch 99], Speed: 6.753 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 22][Batch 199], Speed: 7.233 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 22][Batch 299], Speed: 7.173 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 22][Batch 399], Speed: 7.208 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.074,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 22][Batch 499], Speed: 7.184 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.123,RCNN_SmoothL1=0.073,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 22][Batch 599], Speed: 7.166 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.250,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 22][Batch 699], Speed: 7.162 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 22][Batch 799], Speed: 7.225 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.738
[Epoch 22][Batch 899], Speed: 7.157 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 999], Speed: 7.146 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1099], Speed: 7.156 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1199], Speed: 7.123 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1299], Speed: 7.129 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1399], Speed: 7.224 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1499], Speed: 7.122 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1599], Speed: 7.192 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.120,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1699], Speed: 7.185 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1799], Speed: 7.187 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1899], Speed: 7.169 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 1999], Speed: 7.161 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.737
[Epoch 22][Batch 2099], Speed: 7.169 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2199], Speed: 7.092 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2299], Speed: 7.186 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2399], Speed: 7.060 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2499], Speed: 7.190 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2599], Speed: 7.127 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2699], Speed: 7.099 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2799], Speed: 7.123 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2899], Speed: 7.125 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 2999], Speed: 7.169 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 3099], Speed: 7.198 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 3199], Speed: 7.198 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 3299], Speed: 7.154 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.736
[Epoch 22][Batch 3399], Speed: 7.164 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 3499], Speed: 7.185 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 3599], Speed: 7.188 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 3699], Speed: 7.148 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 3799], Speed: 7.172 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 3899], Speed: 7.103 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 3999], Speed: 7.202 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 4099], Speed: 7.204 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 4199], Speed: 7.249 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 4299], Speed: 7.144 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 4399], Speed: 7.151 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 4499], Speed: 7.192 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.735
[Epoch 22][Batch 4599], Speed: 7.196 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 4699], Speed: 7.183 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 4799], Speed: 7.124 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.249,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 4899], Speed: 7.113 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 4999], Speed: 7.215 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5099], Speed: 7.120 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5199], Speed: 7.172 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5299], Speed: 7.207 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5399], Speed: 7.225 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5499], Speed: 7.152 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5599], Speed: 7.147 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5699], Speed: 7.154 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5799], Speed: 7.184 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.734
[Epoch 22][Batch 5899], Speed: 7.135 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.733
[Epoch 22][Batch 5999], Speed: 7.193 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.733
[Epoch 22][Batch 6099], Speed: 7.113 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.733
[Epoch 22][Batch 6199], Speed: 7.094 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.733
[Epoch 22][Batch 6299], Speed: 7.159 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.932,RCNNL1Loss=0.733
[Epoch 22][Batch 6399], Speed: 7.171 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.733
[Epoch 22][Batch 6499], Speed: 7.206 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.733
[Epoch 22][Batch 6599], Speed: 7.179 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.733
[Epoch 22][Batch 6699], Speed: 7.198 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.733
[Epoch 22][Batch 6799], Speed: 7.134 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.733
[Epoch 22][Batch 6899], Speed: 7.140 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.733
[Epoch 22][Batch 6999], Speed: 7.173 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.733
[Epoch 22][Batch 7099], Speed: 7.149 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.733
[Epoch 22][Batch 7199], Speed: 7.182 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 7299], Speed: 7.186 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 7399], Speed: 7.161 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 7499], Speed: 7.207 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 7599], Speed: 7.211 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 7699], Speed: 7.197 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 7799], Speed: 7.234 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.989,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 7899], Speed: 7.170 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 7999], Speed: 7.200 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 8099], Speed: 7.194 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 8199], Speed: 7.175 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 8299], Speed: 7.151 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 8399], Speed: 7.157 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.732
[Epoch 22][Batch 8499], Speed: 7.116 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 8599], Speed: 7.175 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 8699], Speed: 7.203 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 8799], Speed: 7.192 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 8899], Speed: 7.158 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 8999], Speed: 7.193 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9099], Speed: 7.140 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9199], Speed: 7.127 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.248,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9299], Speed: 7.151 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9399], Speed: 7.136 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9499], Speed: 7.128 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9599], Speed: 7.144 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9699], Speed: 7.197 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9799], Speed: 7.173 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.731
[Epoch 22][Batch 9899], Speed: 7.129 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 9999], Speed: 7.200 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10099], Speed: 7.147 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10199], Speed: 7.149 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10299], Speed: 7.186 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10399], Speed: 7.175 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10499], Speed: 7.257 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10599], Speed: 7.190 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10699], Speed: 7.175 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10799], Speed: 7.190 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10899], Speed: 7.192 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 10999], Speed: 7.201 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 11099], Speed: 7.136 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.730
[Epoch 22][Batch 11199], Speed: 7.148 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 11299], Speed: 7.180 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 11399], Speed: 7.190 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.121,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 11499], Speed: 7.143 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 11599], Speed: 7.221 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 11699], Speed: 7.146 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 11799], Speed: 7.102 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 11899], Speed: 7.159 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 11999], Speed: 7.110 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 12099], Speed: 7.155 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 12199], Speed: 7.129 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 12299], Speed: 7.155 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 12399], Speed: 7.165 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 12499], Speed: 7.159 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.729
[Epoch 22][Batch 12599], Speed: 7.185 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 12699], Speed: 7.170 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 12799], Speed: 7.173 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 12899], Speed: 7.156 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 12999], Speed: 7.268 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13099], Speed: 7.199 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13199], Speed: 7.218 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13299], Speed: 7.235 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13399], Speed: 7.187 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13499], Speed: 7.139 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13599], Speed: 7.208 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13699], Speed: 7.165 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13799], Speed: 7.196 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.247,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13899], Speed: 7.111 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.728
[Epoch 22][Batch 13999], Speed: 7.175 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 22][Batch 14099], Speed: 7.162 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 22][Batch 14199], Speed: 7.220 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 22][Batch 14299], Speed: 7.159 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 22][Batch 14399], Speed: 7.181 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 22][Batch 14499], Speed: 7.174 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 22][Batch 14599], Speed: 7.221 samples/sec, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.073,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 22] Training cost: 16363.648, RPN_Conf=0.012,RPN_SmoothL1=0.021,RCNN_CrossEntropy=0.122,RCNN_SmoothL1=0.072
[Epoch 22] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0022_0.0000.params
[Epoch 23] Set learning rate to 0.0001
[Epoch 23][Batch 99], Speed: 6.843 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 23][Batch 199], Speed: 7.137 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.018,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 23][Batch 299], Speed: 7.170 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 23][Batch 399], Speed: 7.178 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 23][Batch 499], Speed: 7.188 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.727
[Epoch 23][Batch 599], Speed: 7.133 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 699], Speed: 7.202 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 799], Speed: 7.168 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 899], Speed: 7.103 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 999], Speed: 7.149 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1099], Speed: 7.093 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1199], Speed: 7.121 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1299], Speed: 7.134 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.117,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1399], Speed: 7.154 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1499], Speed: 7.110 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1599], Speed: 7.214 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1699], Speed: 7.104 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1799], Speed: 7.068 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.726
[Epoch 23][Batch 1899], Speed: 7.188 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 1999], Speed: 7.145 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2099], Speed: 7.144 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2199], Speed: 7.133 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2299], Speed: 7.197 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2399], Speed: 7.143 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2499], Speed: 7.205 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2599], Speed: 7.131 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.116,RCNN_SmoothL1=0.070,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2699], Speed: 7.171 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2799], Speed: 7.207 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2899], Speed: 7.204 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 2999], Speed: 7.160 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.725
[Epoch 23][Batch 3099], Speed: 7.191 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3199], Speed: 7.134 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3299], Speed: 7.151 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3399], Speed: 7.132 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.246,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3499], Speed: 7.122 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3599], Speed: 7.185 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3699], Speed: 7.124 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3799], Speed: 7.192 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3899], Speed: 7.140 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 3999], Speed: 7.203 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 4099], Speed: 7.160 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 4199], Speed: 7.181 samples/sec, RPN_Conf=0.011,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 4299], Speed: 7.192 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.724
[Epoch 23][Batch 4399], Speed: 7.168 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 4499], Speed: 7.170 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 4599], Speed: 7.190 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 4699], Speed: 7.139 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 4799], Speed: 7.183 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 4899], Speed: 7.131 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 4999], Speed: 7.228 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 5099], Speed: 7.174 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 5199], Speed: 7.174 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 5299], Speed: 7.146 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 5399], Speed: 7.142 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 5499], Speed: 7.183 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 5599], Speed: 7.148 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.723
[Epoch 23][Batch 5699], Speed: 7.184 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 5799], Speed: 7.151 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 5899], Speed: 7.133 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 5999], Speed: 7.178 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6099], Speed: 7.151 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6199], Speed: 7.142 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6299], Speed: 7.155 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6399], Speed: 7.167 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6499], Speed: 7.231 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6599], Speed: 7.202 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6699], Speed: 7.178 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6799], Speed: 7.177 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.933,RCNNL1Loss=0.722
[Epoch 23][Batch 6899], Speed: 7.065 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 6999], Speed: 7.160 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7099], Speed: 7.190 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7199], Speed: 7.165 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7299], Speed: 7.146 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7399], Speed: 7.154 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7499], Speed: 7.180 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7599], Speed: 7.192 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7699], Speed: 7.152 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.245,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7799], Speed: 7.159 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7899], Speed: 7.106 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 7999], Speed: 7.189 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 8099], Speed: 7.210 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.721
[Epoch 23][Batch 8199], Speed: 7.210 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 8299], Speed: 7.117 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 8399], Speed: 7.132 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 8499], Speed: 7.152 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 8599], Speed: 7.154 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 8699], Speed: 7.171 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 8799], Speed: 7.151 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 8899], Speed: 7.167 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 8999], Speed: 7.172 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 9099], Speed: 7.165 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 9199], Speed: 7.148 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 9299], Speed: 7.172 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 9399], Speed: 7.167 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.720
[Epoch 23][Batch 9499], Speed: 7.161 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 9599], Speed: 7.165 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 9699], Speed: 7.243 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 9799], Speed: 7.172 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 9899], Speed: 7.139 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 9999], Speed: 7.241 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 10099], Speed: 7.148 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 10199], Speed: 7.170 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 10299], Speed: 7.196 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 10399], Speed: 7.124 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 10499], Speed: 7.148 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 10599], Speed: 7.157 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 10699], Speed: 7.215 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.719
[Epoch 23][Batch 10799], Speed: 7.123 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 10899], Speed: 7.115 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 10999], Speed: 7.135 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11099], Speed: 7.138 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11199], Speed: 7.165 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11299], Speed: 7.152 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11399], Speed: 7.166 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11499], Speed: 7.202 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11599], Speed: 7.264 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11699], Speed: 7.180 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11799], Speed: 7.173 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11899], Speed: 7.059 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 11999], Speed: 7.159 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.718
[Epoch 23][Batch 12099], Speed: 7.091 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12199], Speed: 7.123 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.244,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12299], Speed: 7.131 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12399], Speed: 7.128 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12499], Speed: 7.210 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12599], Speed: 7.204 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12699], Speed: 7.174 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12799], Speed: 7.146 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12899], Speed: 7.159 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 12999], Speed: 7.137 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 13099], Speed: 7.133 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 13199], Speed: 7.216 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 13299], Speed: 7.194 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.717
[Epoch 23][Batch 13399], Speed: 7.151 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 13499], Speed: 7.211 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 13599], Speed: 7.203 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 13699], Speed: 7.199 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 13799], Speed: 7.210 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 13899], Speed: 7.245 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 13999], Speed: 7.174 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 14099], Speed: 7.198 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 14199], Speed: 7.144 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 14299], Speed: 7.157 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 14399], Speed: 7.247 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 14499], Speed: 7.245 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23][Batch 14599], Speed: 7.159 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.716
[Epoch 23] Training cost: 16375.172, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.114,RCNN_SmoothL1=0.069
[Epoch 23] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.409
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.622
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.446
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.235
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.443
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.332
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.518
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.542
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.340
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693
person=53.9
bicycle=32.5
car=43.8
motorcycle=43.8
airplane=62.3
bus=65.1
train=62.4
truck=34.3
boat=26.6
traffic light=27.1
fire hydrant=65.5
stop sign=65.3
parking meter=44.5
bench=23.0
bird=35.4
cat=65.5
dog=61.3
horse=56.5
sheep=51.3
cow=54.2
elephant=61.3
bear=64.0
zebra=64.7
giraffe=66.5
backpack=17.4
umbrella=37.8
handbag=16.1
tie=35.1
suitcase=39.2
frisbee=62.9
skis=24.0
snowboard=36.0
sports ball=41.7
kite=39.3
baseball bat=28.3
baseball glove=36.2
skateboard=52.8
surfboard=36.5
tennis racket=47.7
bottle=40.1
wine glass=37.0
cup=43.4
fork=37.9
knife=21.7
spoon=21.3
bowl=42.0
banana=24.3
apple=21.5
sandwich=32.6
orange=30.7
broccoli=22.1
carrot=19.4
hot dog=29.6
pizza=51.2
donut=43.8
cake=36.9
chair=27.5
couch=40.4
potted plant=27.1
bed=39.2
dining table=28.8
toilet=58.0
tv=56.7
laptop=60.9
mouse=59.9
remote=31.0
keyboard=49.0
cell phone=35.0
microwave=56.5
oven=32.0
toaster=38.6
sink=35.5
refrigerator=54.3
book=15.2
clock=51.1
vase=37.4
scissors=27.0
teddy bear=46.4
hair drier=5.5
toothbrush=23.5
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=40.9
[Epoch 23] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0023_40.9000.params
[Epoch 24][Batch 99], Speed: 6.662 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.115,RCNN_SmoothL1=0.071,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 199], Speed: 7.130 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.110,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 299], Speed: 7.127 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.110,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 399], Speed: 7.151 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.110,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 499], Speed: 7.088 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.110,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 599], Speed: 7.145 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.110,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 699], Speed: 7.160 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 799], Speed: 7.191 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.110,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 899], Speed: 7.159 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.110,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 999], Speed: 7.119 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 1099], Speed: 7.181 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 1199], Speed: 7.149 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 1299], Speed: 7.175 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.715
[Epoch 24][Batch 1399], Speed: 7.165 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 1499], Speed: 7.170 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 1599], Speed: 7.223 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 1699], Speed: 7.177 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 1799], Speed: 7.179 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 1899], Speed: 7.138 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 1999], Speed: 7.247 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 2099], Speed: 7.176 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.243,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 2199], Speed: 7.090 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 2299], Speed: 7.157 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 2399], Speed: 7.158 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 2499], Speed: 7.260 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 2599], Speed: 7.144 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.714
[Epoch 24][Batch 2699], Speed: 7.132 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 2799], Speed: 7.134 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 2899], Speed: 7.151 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 2999], Speed: 7.189 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3099], Speed: 7.196 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3199], Speed: 7.242 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3299], Speed: 7.169 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3399], Speed: 7.163 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3499], Speed: 7.163 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3599], Speed: 7.231 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3699], Speed: 7.068 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3799], Speed: 7.176 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3899], Speed: 7.122 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 3999], Speed: 7.167 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.713
[Epoch 24][Batch 4099], Speed: 7.215 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4199], Speed: 7.144 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4299], Speed: 7.140 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4399], Speed: 7.169 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4499], Speed: 7.156 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4599], Speed: 7.159 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4699], Speed: 7.191 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4799], Speed: 7.181 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4899], Speed: 7.144 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 4999], Speed: 7.237 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 5099], Speed: 7.199 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 5199], Speed: 7.180 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 5299], Speed: 7.148 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 5399], Speed: 7.140 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.712
[Epoch 24][Batch 5499], Speed: 7.183 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 5599], Speed: 7.170 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 5699], Speed: 7.173 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 5799], Speed: 7.203 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 5899], Speed: 7.176 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 5999], Speed: 7.149 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 6099], Speed: 7.176 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 6199], Speed: 7.156 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 6299], Speed: 7.181 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 6399], Speed: 7.183 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 6499], Speed: 7.161 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 6599], Speed: 7.148 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 6699], Speed: 7.207 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.711
[Epoch 24][Batch 6799], Speed: 7.181 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.242,RCNNAcc=0.934,RCNNL1Loss=0.710
[Epoch 24][Batch 6899], Speed: 7.185 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.710
[Epoch 24][Batch 6999], Speed: 7.181 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.710
[Epoch 24][Batch 7099], Speed: 7.192 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.710
[Epoch 24][Batch 7199], Speed: 7.202 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.934,RCNNL1Loss=0.710
[Epoch 24][Batch 7299], Speed: 7.195 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 7399], Speed: 7.163 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 7499], Speed: 7.205 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 7599], Speed: 7.150 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 7699], Speed: 7.236 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 7799], Speed: 7.213 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 7899], Speed: 7.226 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 7999], Speed: 7.205 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 8099], Speed: 7.196 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.710
[Epoch 24][Batch 8199], Speed: 7.170 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 8299], Speed: 7.144 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 8399], Speed: 7.210 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 8499], Speed: 7.160 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 8599], Speed: 7.198 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 8699], Speed: 7.200 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 8799], Speed: 7.136 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 8899], Speed: 7.210 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 8999], Speed: 7.170 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 9099], Speed: 7.174 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 9199], Speed: 7.157 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 9299], Speed: 7.190 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 9399], Speed: 7.132 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 9499], Speed: 7.226 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.709
[Epoch 24][Batch 9599], Speed: 7.180 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 9699], Speed: 7.231 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 9799], Speed: 7.163 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 9899], Speed: 7.142 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 9999], Speed: 7.162 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10099], Speed: 7.201 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10199], Speed: 7.215 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10299], Speed: 7.199 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10399], Speed: 7.158 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10499], Speed: 7.199 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10599], Speed: 7.211 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10699], Speed: 7.195 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10799], Speed: 7.199 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10899], Speed: 7.101 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.708
[Epoch 24][Batch 10999], Speed: 7.193 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11099], Speed: 7.182 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11199], Speed: 7.123 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11299], Speed: 7.112 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11399], Speed: 7.168 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11499], Speed: 7.202 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.241,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11599], Speed: 7.187 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11699], Speed: 7.175 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11799], Speed: 7.171 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11899], Speed: 7.164 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 11999], Speed: 7.173 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 12099], Speed: 7.186 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 12199], Speed: 7.235 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 12299], Speed: 7.127 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.707
[Epoch 24][Batch 12399], Speed: 7.174 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 12499], Speed: 7.230 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 12599], Speed: 7.111 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 12699], Speed: 7.157 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 12799], Speed: 7.226 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 12899], Speed: 7.202 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 12999], Speed: 7.167 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 13099], Speed: 7.108 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 13199], Speed: 7.109 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 13299], Speed: 7.126 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 13399], Speed: 7.108 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 13499], Speed: 7.070 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 13599], Speed: 7.183 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 13699], Speed: 7.119 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.706
[Epoch 24][Batch 13799], Speed: 7.213 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24][Batch 13899], Speed: 7.110 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24][Batch 13999], Speed: 7.214 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24][Batch 14099], Speed: 7.214 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24][Batch 14199], Speed: 7.189 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24][Batch 14299], Speed: 7.154 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24][Batch 14399], Speed: 7.200 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24][Batch 14499], Speed: 7.138 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24][Batch 14599], Speed: 7.173 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 24] Training cost: 16360.085, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068
[Epoch 24] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0024_0.0000.params
[Epoch 25][Batch 99], Speed: 6.742 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.110,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 25][Batch 199], Speed: 7.202 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 25][Batch 299], Speed: 7.134 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 25][Batch 399], Speed: 7.182 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 25][Batch 499], Speed: 7.178 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.705
[Epoch 25][Batch 599], Speed: 7.146 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 699], Speed: 7.183 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 799], Speed: 7.143 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.069,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 899], Speed: 7.118 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 999], Speed: 7.190 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1099], Speed: 7.187 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1199], Speed: 7.142 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1299], Speed: 7.177 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1399], Speed: 7.157 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1499], Speed: 7.162 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1599], Speed: 6.993 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1699], Speed: 7.193 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.240,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1799], Speed: 7.119 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1899], Speed: 7.167 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.704
[Epoch 25][Batch 1999], Speed: 7.197 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2099], Speed: 7.197 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2199], Speed: 7.118 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.111,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2299], Speed: 7.179 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2399], Speed: 7.216 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2499], Speed: 7.145 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2599], Speed: 7.091 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2699], Speed: 7.200 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2799], Speed: 7.170 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2899], Speed: 7.176 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 2999], Speed: 7.180 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 3099], Speed: 7.208 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 3199], Speed: 7.146 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 3299], Speed: 7.155 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.703
[Epoch 25][Batch 3399], Speed: 7.200 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 3499], Speed: 7.155 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 3599], Speed: 7.178 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 3699], Speed: 7.142 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 3799], Speed: 7.223 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 3899], Speed: 7.144 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 3999], Speed: 7.218 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4099], Speed: 7.194 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4199], Speed: 7.169 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4299], Speed: 7.173 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4399], Speed: 7.161 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4499], Speed: 7.171 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.113,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4599], Speed: 7.213 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4699], Speed: 7.232 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4799], Speed: 7.133 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.702
[Epoch 25][Batch 4899], Speed: 7.199 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 4999], Speed: 7.195 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5099], Speed: 7.201 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5199], Speed: 7.165 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5299], Speed: 7.114 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5399], Speed: 7.217 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5499], Speed: 7.187 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5599], Speed: 7.233 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5699], Speed: 7.220 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5799], Speed: 7.149 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5899], Speed: 7.143 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 5999], Speed: 7.175 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 6099], Speed: 7.157 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 6199], Speed: 7.142 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.701
[Epoch 25][Batch 6299], Speed: 7.145 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 6399], Speed: 7.135 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 6499], Speed: 7.108 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 6599], Speed: 7.210 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.239,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 6699], Speed: 7.083 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 6799], Speed: 7.147 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 6899], Speed: 7.104 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 6999], Speed: 7.154 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 7099], Speed: 7.231 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 7199], Speed: 7.126 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 7299], Speed: 7.160 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 7399], Speed: 7.168 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 7499], Speed: 7.183 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 7599], Speed: 7.130 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.700
[Epoch 25][Batch 7699], Speed: 7.129 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 7799], Speed: 7.184 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 7899], Speed: 7.179 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 7999], Speed: 7.214 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8099], Speed: 7.199 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8199], Speed: 7.211 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8299], Speed: 7.165 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8399], Speed: 7.152 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8499], Speed: 7.209 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8599], Speed: 7.211 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8699], Speed: 7.226 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8799], Speed: 7.174 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.935,RCNNL1Loss=0.699
[Epoch 25][Batch 8899], Speed: 7.178 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.699
[Epoch 25][Batch 8999], Speed: 7.174 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.699
[Epoch 25][Batch 9099], Speed: 7.128 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.699
[Epoch 25][Batch 9199], Speed: 7.113 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 9299], Speed: 7.232 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 9399], Speed: 7.173 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 9499], Speed: 7.150 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 9599], Speed: 7.205 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 9699], Speed: 7.176 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.019,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 9799], Speed: 7.124 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 9899], Speed: 7.185 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 9999], Speed: 7.093 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 10099], Speed: 7.182 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 10199], Speed: 7.234 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 10299], Speed: 7.168 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 10399], Speed: 7.167 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 10499], Speed: 7.133 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 10599], Speed: 7.191 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.698
[Epoch 25][Batch 10699], Speed: 7.203 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 10799], Speed: 7.191 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 10899], Speed: 7.142 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 10999], Speed: 7.156 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11099], Speed: 7.198 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11199], Speed: 7.207 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11299], Speed: 7.155 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11399], Speed: 7.142 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11499], Speed: 7.157 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11599], Speed: 7.171 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11699], Speed: 7.151 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.238,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11799], Speed: 7.166 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11899], Speed: 7.150 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 11999], Speed: 7.118 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 12099], Speed: 7.181 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.697
[Epoch 25][Batch 12199], Speed: 7.170 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 12299], Speed: 7.192 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 12399], Speed: 7.184 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 12499], Speed: 7.249 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 12599], Speed: 7.171 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 12699], Speed: 7.164 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 12799], Speed: 7.154 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 12899], Speed: 7.154 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 12999], Speed: 7.200 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 13099], Speed: 7.125 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 13199], Speed: 7.188 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 13299], Speed: 7.159 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 13399], Speed: 7.158 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 13499], Speed: 7.171 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 13599], Speed: 7.132 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 13699], Speed: 7.163 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.696
[Epoch 25][Batch 13799], Speed: 7.160 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25][Batch 13899], Speed: 7.163 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25][Batch 13999], Speed: 7.156 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25][Batch 14099], Speed: 7.164 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25][Batch 14199], Speed: 7.196 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25][Batch 14299], Speed: 7.155 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25][Batch 14399], Speed: 7.218 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25][Batch 14499], Speed: 7.144 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.068,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25][Batch 14599], Speed: 7.200 samples/sec, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067,RPNAcc=0.990,RPNL1Loss=0.237,RCNNAcc=0.936,RCNNL1Loss=0.695
[Epoch 25] Training cost: 16365.026, RPN_Conf=0.010,RPN_SmoothL1=0.020,RCNN_CrossEntropy=0.112,RCNN_SmoothL1=0.067
[Epoch 25] Validation: 
~~~~ Summary metrics ~~~~
=Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.408
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.621
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.445
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.236
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.442
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.539
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.331
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.517
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.540
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693
person=53.9
bicycle=32.8
car=43.6
motorcycle=43.9
airplane=62.8
bus=65.2
train=61.9
truck=34.5
boat=26.3
traffic light=26.7
fire hydrant=65.6
stop sign=65.3
parking meter=44.5
bench=23.2
bird=35.4
cat=65.6
dog=61.1
horse=57.0
sheep=51.5
cow=54.3
elephant=61.0
bear=65.1
zebra=64.2
giraffe=66.3
backpack=17.7
umbrella=38.3
handbag=16.1
tie=35.3
suitcase=39.0
frisbee=62.0
skis=24.4
snowboard=36.1
sports ball=41.8
kite=39.7
baseball bat=28.5
baseball glove=36.6
skateboard=53.1
surfboard=35.9
tennis racket=47.7
bottle=39.8
wine glass=36.8
cup=43.3
fork=38.2
knife=21.3
spoon=20.8
bowl=41.5
banana=23.9
apple=21.9
sandwich=32.8
orange=31.0
broccoli=22.1
carrot=19.3
hot dog=29.5
pizza=51.3
donut=43.2
cake=37.0
chair=27.5
couch=41.1
potted plant=27.0
bed=38.4
dining table=28.7
toilet=57.7
tv=56.2
laptop=61.1
mouse=59.1
remote=30.4
keyboard=49.0
cell phone=34.4
microwave=57.2
oven=31.7
toaster=34.1
sink=35.1
refrigerator=53.9
book=14.7
clock=50.9
vase=36.8
scissors=27.2
teddy bear=46.7
hair drier=5.6
toothbrush=23.5
~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~
=40.8
[Epoch 25] Saving parameters to faster_rcnn_fpn_resnet101_v1d_coco_0025_40.8000.params